2021-06-16 02:14:54,483 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.6 (default, Jan 8 2020, 19:59:22) [GCC 7.3.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: GeForce GTX 1080 Ti CUDA_HOME: /mnt/lustreold/share/polaris/dep/cuda-9.0-cudnn7.6.5 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GCC: gcc (GCC) 5.4.0 PyTorch: 1.5.0 PyTorch compiling details: PyTorch built with: - GCC 5.4 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.1 Product Build 20200208 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 912ce228837d1ce28e1a61806118835de03f5751) - OpenMP 201307 (a.k.a. OpenMP 4.0) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_70,code=compute_70 - CuDNN 7.6.5 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DNDEBUG -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DUSE_INTERNAL_THREADPOOL_IMPL -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.6.0 OpenCV: 4.2.0 MMCV: 1.3.1 MMCV Compiler: GCC 5.4 MMCV CUDA Compiler: 9.0 MMAction2: 0.15.0+985d284 ------------------------------------------------------------ 2021-06-16 02:14:54,484 - mmaction - INFO - Distributed training: True 2021-06-16 02:14:55,492 - mmaction - INFO - Config: model = dict( type='Recognizer2D', backbone=dict( type='ResNetTSM', pretrained='torchvision://resnet50', depth=50, norm_eval=False, shift_div=8), cls_head=dict( type='TSMHead', num_classes=400, in_channels=2048, spatial_type='avg', consensus=dict(type='AvgConsensus', dim=1), dropout_ratio=0.5, init_std=0.001, is_shift=True), train_cfg=None, test_cfg=dict(average_clips='prob')) checkpoint_config = dict(interval=1) log_config = dict(interval=20, hooks=[dict(type='TextLoggerHook')]) dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = None workflow = [('train', 1)] dataset_type = 'RawframeDataset' data_root = 'data/kinetics400/rawframes_train_320p' data_root_val = 'data/kinetics400/rawframes_val_320p' ann_file_train = 'data/kinetics400/kinetics_train_list_hd320.txt' ann_file_val = 'data/kinetics400/kinetics_val_list_hd320.txt' ann_file_test = 'data/kinetics400/kinetics_val_list_hd320.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict( type='MultiScaleCrop', input_size=224, scales=(1, 0.875, 0.75, 0.66), random_crop=False, max_wh_scale_gap=1, num_fixed_crops=13), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=8, workers_per_gpu=4, val_dataloader=dict(videos_per_gpu=12), test_dataloader=dict(videos_per_gpu=8), train=dict( type='RawframeDataset', ann_file='data/kinetics400/kinetics_train_list_hd320.txt', data_prefix='data/kinetics400/rawframes_train_320p', pipeline=[ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg= '/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict( type='MultiScaleCrop', input_size=224, scales=(1, 0.875, 0.75, 0.66), random_crop=False, max_wh_scale_gap=1, num_fixed_crops=13), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ]), val=dict( type='RawframeDataset', ann_file='data/kinetics400/kinetics_val_list_hd320.txt', data_prefix='data/kinetics400/rawframes_val_320p', pipeline=[ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg= '/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ]), test=dict( type='RawframeDataset', ann_file='data/kinetics400/kinetics_val_list_hd320.txt', data_prefix='data/kinetics400/rawframes_val_320p', pipeline=[ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg= '/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ])) evaluation = dict( interval=1, metrics=['top_k_accuracy', 'mean_class_accuracy'], start=40, gpu_collect=True) optimizer = dict( type='SGD', constructor='TSMOptimizerConstructor', paramwise_cfg=dict(fc_lr5=True), lr=0.01, momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=20, norm_type=2)) lr_config = dict(policy='step', step=[20, 40]) total_epochs = 50 work_dir = './work_dirs/tsm_r50_uniform_1x1x8_50e_kinetics400_rgb/' gpu_ids = range(0, 8) omnisource = False module_hooks = [] 2021-06-16 02:15:15,844 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.bias', 'fc.weight'} 2021-06-16 02:15:19,353 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-5-30-54, work_dir: /mnt/lustre/linjintao/try/mmaction2_dev/work_dirs/tsm_r50_uniform_1x1x8_50e_kinetics400_rgb 2021-06-16 02:15:19,354 - mmaction - INFO - workflow: [('train', 1)], max: 50 epochs 2021-06-16 02:22:39,344 - mmaction - INFO - Epoch [1][20/3757] lr: 1.000e-02, eta: 47 days, 19:39:31, time: 21.996, data_time: 20.843, memory: 7080, top1_acc: 0.0117, top5_acc: 0.0352, loss_cls: 6.2397, loss: 6.2397, grad_norm: 3.6343 2021-06-16 02:23:03,550 - mmaction - INFO - Epoch [1][40/3757] lr: 1.000e-02, eta: 25 days, 5:23:23, time: 1.212, data_time: 0.018, memory: 7080, top1_acc: 0.0219, top5_acc: 0.0664, loss_cls: 6.2336, loss: 6.2336, grad_norm: 3.9826 2021-06-16 02:23:25,662 - mmaction - INFO - Epoch [1][60/3757] lr: 1.000e-02, eta: 17 days, 14:46:05, time: 1.105, data_time: 0.002, memory: 7080, top1_acc: 0.0563, top5_acc: 0.1453, loss_cls: 5.5134, loss: 5.5134, grad_norm: 4.0704 2021-06-16 02:23:48,777 - mmaction - INFO - Epoch [1][80/3757] lr: 1.000e-02, eta: 13 days, 20:04:56, time: 1.153, data_time: 0.003, memory: 7080, top1_acc: 0.0594, top5_acc: 0.1664, loss_cls: 5.3397, loss: 5.3397, grad_norm: 4.5730 2021-06-16 02:24:11,207 - mmaction - INFO - Epoch [1][100/3757] lr: 1.000e-02, eta: 11 days, 13:21:43, time: 1.124, data_time: 0.008, memory: 7080, top1_acc: 0.0781, top5_acc: 0.2195, loss_cls: 5.1330, loss: 5.1330, grad_norm: 4.9793 2021-06-16 02:24:33,591 - mmaction - INFO - Epoch [1][120/3757] lr: 1.000e-02, eta: 10 days, 0:50:36, time: 1.120, data_time: 0.003, memory: 7080, top1_acc: 0.0992, top5_acc: 0.2570, loss_cls: 4.8641, loss: 4.8641, grad_norm: 5.1067 2021-06-16 02:24:57,071 - mmaction - INFO - Epoch [1][140/3757] lr: 1.000e-02, eta: 8 days, 23:09:29, time: 1.174, data_time: 0.004, memory: 7080, top1_acc: 0.0945, top5_acc: 0.2680, loss_cls: 4.7331, loss: 4.7331, grad_norm: 5.3460 2021-06-16 02:25:18,184 - mmaction - INFO - Epoch [1][160/3757] lr: 1.000e-02, eta: 8 days, 3:05:56, time: 1.052, data_time: 0.002, memory: 7080, top1_acc: 0.1180, top5_acc: 0.2867, loss_cls: 4.6418, loss: 4.6418, grad_norm: 5.4838 2021-06-16 02:25:40,181 - mmaction - INFO - Epoch [1][180/3757] lr: 1.000e-02, eta: 7 days, 11:47:30, time: 1.103, data_time: 0.063, memory: 7080, top1_acc: 0.1187, top5_acc: 0.2906, loss_cls: 4.5582, loss: 4.5582, grad_norm: 5.5412 2021-06-16 02:26:04,478 - mmaction - INFO - Epoch [1][200/3757] lr: 1.000e-02, eta: 7 days, 0:07:49, time: 1.215, data_time: 0.003, memory: 7080, top1_acc: 0.1281, top5_acc: 0.3102, loss_cls: 4.4958, loss: 4.4958, grad_norm: 5.8584 2021-06-16 02:26:27,310 - mmaction - INFO - Epoch [1][220/3757] lr: 1.000e-02, eta: 6 days, 14:14:29, time: 1.142, data_time: 0.008, memory: 7080, top1_acc: 0.1383, top5_acc: 0.3125, loss_cls: 4.4458, loss: 4.4458, grad_norm: 5.7820 2021-06-16 02:26:48,715 - mmaction - INFO - Epoch [1][240/3757] lr: 1.000e-02, eta: 6 days, 5:40:59, time: 1.069, data_time: 0.033, memory: 7080, top1_acc: 0.1437, top5_acc: 0.3398, loss_cls: 4.3488, loss: 4.3488, grad_norm: 5.9130 2021-06-16 02:27:11,526 - mmaction - INFO - Epoch [1][260/3757] lr: 1.000e-02, eta: 5 days, 22:43:46, time: 1.141, data_time: 0.194, memory: 7080, top1_acc: 0.1602, top5_acc: 0.3617, loss_cls: 4.2182, loss: 4.2182, grad_norm: 5.9038 2021-06-16 02:27:34,168 - mmaction - INFO - Epoch [1][280/3757] lr: 1.000e-02, eta: 5 days, 16:43:54, time: 1.132, data_time: 0.006, memory: 7080, top1_acc: 0.1609, top5_acc: 0.3633, loss_cls: 4.1992, loss: 4.1992, grad_norm: 6.0826 2021-06-16 02:27:58,515 - mmaction - INFO - Epoch [1][300/3757] lr: 1.000e-02, eta: 5 days, 11:49:40, time: 1.217, data_time: 0.001, memory: 7080, top1_acc: 0.1781, top5_acc: 0.3734, loss_cls: 4.1877, loss: 4.1877, grad_norm: 6.0156 2021-06-16 02:28:19,674 - mmaction - INFO - Epoch [1][320/3757] lr: 1.000e-02, eta: 5 days, 7:00:57, time: 1.057, data_time: 0.021, memory: 7080, top1_acc: 0.1742, top5_acc: 0.3914, loss_cls: 4.1052, loss: 4.1052, grad_norm: 5.8903 2021-06-16 02:28:42,678 - mmaction - INFO - Epoch [1][340/3757] lr: 1.000e-02, eta: 5 days, 3:03:45, time: 1.152, data_time: 0.004, memory: 7080, top1_acc: 0.1820, top5_acc: 0.3836, loss_cls: 4.0719, loss: 4.0719, grad_norm: 6.0127 2021-06-16 02:29:05,724 - mmaction - INFO - Epoch [1][360/3757] lr: 1.000e-02, eta: 4 days, 23:32:40, time: 1.151, data_time: 0.047, memory: 7080, top1_acc: 0.1750, top5_acc: 0.4078, loss_cls: 4.0621, loss: 4.0621, grad_norm: 5.9146 2021-06-16 02:29:28,236 - mmaction - INFO - Epoch [1][380/3757] lr: 1.000e-02, eta: 4 days, 20:19:43, time: 1.127, data_time: 0.051, memory: 7080, top1_acc: 0.1828, top5_acc: 0.4000, loss_cls: 4.0128, loss: 4.0128, grad_norm: 6.0361 2021-06-16 02:29:50,480 - mmaction - INFO - Epoch [1][400/3757] lr: 1.000e-02, eta: 4 days, 17:23:44, time: 1.112, data_time: 0.002, memory: 7080, top1_acc: 0.1656, top5_acc: 0.3969, loss_cls: 3.9994, loss: 3.9994, grad_norm: 6.2073 2021-06-16 02:30:13,107 - mmaction - INFO - Epoch [1][420/3757] lr: 1.000e-02, eta: 4 days, 14:47:01, time: 1.129, data_time: 0.014, memory: 7080, top1_acc: 0.1750, top5_acc: 0.4062, loss_cls: 3.9796, loss: 3.9796, grad_norm: 6.0502 2021-06-16 02:30:36,200 - mmaction - INFO - Epoch [1][440/3757] lr: 1.000e-02, eta: 4 days, 12:28:28, time: 1.157, data_time: 0.005, memory: 7080, top1_acc: 0.1875, top5_acc: 0.4242, loss_cls: 3.9076, loss: 3.9076, grad_norm: 6.0794 2021-06-16 02:30:59,274 - mmaction - INFO - Epoch [1][460/3757] lr: 1.000e-02, eta: 4 days, 10:21:28, time: 1.154, data_time: 0.001, memory: 7080, top1_acc: 0.1789, top5_acc: 0.4289, loss_cls: 3.8894, loss: 3.8894, grad_norm: 6.0188 2021-06-16 02:31:22,320 - mmaction - INFO - Epoch [1][480/3757] lr: 1.000e-02, eta: 4 days, 8:24:50, time: 1.152, data_time: 0.001, memory: 7080, top1_acc: 0.2109, top5_acc: 0.4258, loss_cls: 3.7974, loss: 3.7974, grad_norm: 6.1546 2021-06-16 02:31:44,063 - mmaction - INFO - Epoch [1][500/3757] lr: 1.000e-02, eta: 4 days, 6:29:23, time: 1.087, data_time: 0.054, memory: 7080, top1_acc: 0.1992, top5_acc: 0.4219, loss_cls: 3.8375, loss: 3.8375, grad_norm: 6.0833 2021-06-16 02:32:06,592 - mmaction - INFO - Epoch [1][520/3757] lr: 1.000e-02, eta: 4 days, 4:46:46, time: 1.120, data_time: 0.032, memory: 7080, top1_acc: 0.2219, top5_acc: 0.4445, loss_cls: 3.8218, loss: 3.8218, grad_norm: 6.2402 2021-06-16 02:32:28,758 - mmaction - INFO - Epoch [1][540/3757] lr: 1.000e-02, eta: 4 days, 3:11:02, time: 1.114, data_time: 0.158, memory: 7080, top1_acc: 0.1969, top5_acc: 0.4359, loss_cls: 3.8316, loss: 3.8316, grad_norm: 6.0601 2021-06-16 02:32:52,132 - mmaction - INFO - Epoch [1][560/3757] lr: 1.000e-02, eta: 4 days, 1:47:55, time: 1.167, data_time: 0.155, memory: 7080, top1_acc: 0.2086, top5_acc: 0.4570, loss_cls: 3.7390, loss: 3.7390, grad_norm: 6.2515 2021-06-16 02:33:15,427 - mmaction - INFO - Epoch [1][580/3757] lr: 1.000e-02, eta: 4 days, 0:30:25, time: 1.166, data_time: 0.006, memory: 7080, top1_acc: 0.2273, top5_acc: 0.4719, loss_cls: 3.6370, loss: 3.6370, grad_norm: 6.3323 2021-06-16 02:33:37,874 - mmaction - INFO - Epoch [1][600/3757] lr: 1.000e-02, eta: 3 days, 23:13:43, time: 1.124, data_time: 0.003, memory: 7080, top1_acc: 0.2086, top5_acc: 0.4531, loss_cls: 3.7753, loss: 3.7753, grad_norm: 6.0474 2021-06-16 02:33:59,831 - mmaction - INFO - Epoch [1][620/3757] lr: 1.000e-02, eta: 3 days, 21:59:22, time: 1.098, data_time: 0.002, memory: 7080, top1_acc: 0.2469, top5_acc: 0.4734, loss_cls: 3.6009, loss: 3.6009, grad_norm: 6.0452 2021-06-16 02:34:22,098 - mmaction - INFO - Epoch [1][640/3757] lr: 1.000e-02, eta: 3 days, 20:51:03, time: 1.113, data_time: 0.033, memory: 7080, top1_acc: 0.2055, top5_acc: 0.4547, loss_cls: 3.7310, loss: 3.7310, grad_norm: 6.2488 2021-06-16 02:34:44,856 - mmaction - INFO - Epoch [1][660/3757] lr: 1.000e-02, eta: 3 days, 19:49:17, time: 1.139, data_time: 0.346, memory: 7080, top1_acc: 0.2180, top5_acc: 0.4602, loss_cls: 3.6732, loss: 3.6732, grad_norm: 6.2615 2021-06-16 02:35:07,323 - mmaction - INFO - Epoch [1][680/3757] lr: 1.000e-02, eta: 3 days, 18:49:33, time: 1.121, data_time: 0.089, memory: 7080, top1_acc: 0.2313, top5_acc: 0.4727, loss_cls: 3.6301, loss: 3.6301, grad_norm: 6.0018 2021-06-16 02:35:29,656 - mmaction - INFO - Epoch [1][700/3757] lr: 1.000e-02, eta: 3 days, 17:52:59, time: 1.119, data_time: 0.015, memory: 7080, top1_acc: 0.2195, top5_acc: 0.4773, loss_cls: 3.6398, loss: 3.6398, grad_norm: 6.2644 2021-06-16 02:35:51,387 - mmaction - INFO - Epoch [1][720/3757] lr: 1.000e-02, eta: 3 days, 16:56:42, time: 1.086, data_time: 0.142, memory: 7080, top1_acc: 0.2445, top5_acc: 0.4977, loss_cls: 3.5568, loss: 3.5568, grad_norm: 6.2993 2021-06-16 02:36:14,388 - mmaction - INFO - Epoch [1][740/3757] lr: 1.000e-02, eta: 3 days, 16:08:44, time: 1.149, data_time: 0.393, memory: 7080, top1_acc: 0.2180, top5_acc: 0.4648, loss_cls: 3.7274, loss: 3.7274, grad_norm: 6.2633 2021-06-16 02:36:37,673 - mmaction - INFO - Epoch [1][760/3757] lr: 1.000e-02, eta: 3 days, 15:24:38, time: 1.165, data_time: 0.109, memory: 7080, top1_acc: 0.2250, top5_acc: 0.4609, loss_cls: 3.6627, loss: 3.6627, grad_norm: 6.1781 2021-06-16 02:37:01,107 - mmaction - INFO - Epoch [1][780/3757] lr: 1.000e-02, eta: 3 days, 14:43:20, time: 1.172, data_time: 0.020, memory: 7080, top1_acc: 0.2383, top5_acc: 0.4820, loss_cls: 3.6356, loss: 3.6356, grad_norm: 6.1605 2021-06-16 02:37:22,989 - mmaction - INFO - Epoch [1][800/3757] lr: 1.000e-02, eta: 3 days, 13:57:56, time: 1.094, data_time: 0.002, memory: 7080, top1_acc: 0.2633, top5_acc: 0.4969, loss_cls: 3.5353, loss: 3.5353, grad_norm: 6.1622 2021-06-16 02:37:45,908 - mmaction - INFO - Epoch [1][820/3757] lr: 1.000e-02, eta: 3 days, 13:18:42, time: 1.146, data_time: 0.001, memory: 7080, top1_acc: 0.2500, top5_acc: 0.4914, loss_cls: 3.5226, loss: 3.5226, grad_norm: 6.2971 2021-06-16 02:38:08,204 - mmaction - INFO - Epoch [1][840/3757] lr: 1.000e-02, eta: 3 days, 12:38:50, time: 1.112, data_time: 0.003, memory: 7080, top1_acc: 0.2508, top5_acc: 0.4867, loss_cls: 3.5841, loss: 3.5841, grad_norm: 6.2084 2021-06-16 02:38:30,860 - mmaction - INFO - Epoch [1][860/3757] lr: 1.000e-02, eta: 3 days, 12:02:23, time: 1.134, data_time: 0.004, memory: 7080, top1_acc: 0.2484, top5_acc: 0.5055, loss_cls: 3.4871, loss: 3.4871, grad_norm: 6.2954 2021-06-16 02:38:54,861 - mmaction - INFO - Epoch [1][880/3757] lr: 1.000e-02, eta: 3 days, 11:32:23, time: 1.202, data_time: 0.003, memory: 7080, top1_acc: 0.2523, top5_acc: 0.5094, loss_cls: 3.4392, loss: 3.4392, grad_norm: 6.2971 2021-06-16 02:39:17,540 - mmaction - INFO - Epoch [1][900/3757] lr: 1.000e-02, eta: 3 days, 10:59:00, time: 1.134, data_time: 0.001, memory: 7080, top1_acc: 0.2539, top5_acc: 0.5008, loss_cls: 3.4258, loss: 3.4258, grad_norm: 6.3011 2021-06-16 02:39:39,974 - mmaction - INFO - Epoch [1][920/3757] lr: 1.000e-02, eta: 3 days, 10:26:10, time: 1.121, data_time: 0.001, memory: 7080, top1_acc: 0.2531, top5_acc: 0.5023, loss_cls: 3.5400, loss: 3.5400, grad_norm: 6.5587 2021-06-16 02:40:02,168 - mmaction - INFO - Epoch [1][940/3757] lr: 1.000e-02, eta: 3 days, 9:53:59, time: 1.110, data_time: 0.001, memory: 7080, top1_acc: 0.2430, top5_acc: 0.4945, loss_cls: 3.5348, loss: 3.5348, grad_norm: 6.0848 2021-06-16 02:40:24,746 - mmaction - INFO - Epoch [1][960/3757] lr: 1.000e-02, eta: 3 days, 9:24:22, time: 1.129, data_time: 0.003, memory: 7080, top1_acc: 0.2602, top5_acc: 0.5133, loss_cls: 3.4573, loss: 3.4573, grad_norm: 6.3754 2021-06-16 02:40:47,733 - mmaction - INFO - Epoch [1][980/3757] lr: 1.000e-02, eta: 3 days, 8:57:10, time: 1.148, data_time: 0.001, memory: 7080, top1_acc: 0.2742, top5_acc: 0.5477, loss_cls: 3.2813, loss: 3.2813, grad_norm: 6.3170 2021-06-16 02:41:10,969 - mmaction - INFO - Epoch [1][1000/3757] lr: 1.000e-02, eta: 3 days, 8:31:52, time: 1.162, data_time: 0.129, memory: 7080, top1_acc: 0.2437, top5_acc: 0.4805, loss_cls: 3.5655, loss: 3.5655, grad_norm: 6.4168 2021-06-16 02:41:33,920 - mmaction - INFO - Epoch [1][1020/3757] lr: 1.000e-02, eta: 3 days, 8:06:33, time: 1.145, data_time: 0.124, memory: 7080, top1_acc: 0.2711, top5_acc: 0.5312, loss_cls: 3.3697, loss: 3.3697, grad_norm: 6.3092 2021-06-16 02:41:56,993 - mmaction - INFO - Epoch [1][1040/3757] lr: 1.000e-02, eta: 3 days, 7:42:49, time: 1.156, data_time: 0.004, memory: 7080, top1_acc: 0.2805, top5_acc: 0.5289, loss_cls: 3.3418, loss: 3.3418, grad_norm: 6.2662 2021-06-16 02:42:18,227 - mmaction - INFO - Epoch [1][1060/3757] lr: 1.000e-02, eta: 3 days, 7:14:05, time: 1.056, data_time: 0.002, memory: 7080, top1_acc: 0.2562, top5_acc: 0.5227, loss_cls: 3.4349, loss: 3.4349, grad_norm: 6.2515 2021-06-16 02:42:41,077 - mmaction - INFO - Epoch [1][1080/3757] lr: 1.000e-02, eta: 3 days, 6:51:43, time: 1.148, data_time: 0.015, memory: 7080, top1_acc: 0.2680, top5_acc: 0.5039, loss_cls: 3.4480, loss: 3.4480, grad_norm: 6.3230 2021-06-16 02:43:04,035 - mmaction - INFO - Epoch [1][1100/3757] lr: 1.000e-02, eta: 3 days, 6:30:06, time: 1.147, data_time: 0.026, memory: 7080, top1_acc: 0.2648, top5_acc: 0.5125, loss_cls: 3.4391, loss: 3.4391, grad_norm: 6.3734 2021-06-16 02:43:27,113 - mmaction - INFO - Epoch [1][1120/3757] lr: 1.000e-02, eta: 3 days, 6:09:44, time: 1.156, data_time: 0.023, memory: 7080, top1_acc: 0.2664, top5_acc: 0.5320, loss_cls: 3.3586, loss: 3.3586, grad_norm: 6.2063 2021-06-16 02:43:49,835 - mmaction - INFO - Epoch [1][1140/3757] lr: 1.000e-02, eta: 3 days, 5:48:57, time: 1.135, data_time: 0.001, memory: 7080, top1_acc: 0.2562, top5_acc: 0.5188, loss_cls: 3.4372, loss: 3.4372, grad_norm: 6.2678 2021-06-16 02:44:13,413 - mmaction - INFO - Epoch [1][1160/3757] lr: 1.000e-02, eta: 3 days, 5:31:15, time: 1.180, data_time: 0.002, memory: 7080, top1_acc: 0.2414, top5_acc: 0.5227, loss_cls: 3.3537, loss: 3.3537, grad_norm: 6.4165 2021-06-16 02:44:35,808 - mmaction - INFO - Epoch [1][1180/3757] lr: 1.000e-02, eta: 3 days, 5:10:58, time: 1.120, data_time: 0.001, memory: 7080, top1_acc: 0.2766, top5_acc: 0.5273, loss_cls: 3.3965, loss: 3.3965, grad_norm: 6.1426 2021-06-16 02:44:58,930 - mmaction - INFO - Epoch [1][1200/3757] lr: 1.000e-02, eta: 3 days, 4:53:14, time: 1.156, data_time: 0.002, memory: 7080, top1_acc: 0.2648, top5_acc: 0.5133, loss_cls: 3.4286, loss: 3.4286, grad_norm: 6.2622 2021-06-16 02:45:21,272 - mmaction - INFO - Epoch [1][1220/3757] lr: 1.000e-02, eta: 3 days, 4:34:02, time: 1.116, data_time: 0.002, memory: 7080, top1_acc: 0.2516, top5_acc: 0.5203, loss_cls: 3.4756, loss: 3.4756, grad_norm: 6.3674 2021-06-16 02:45:44,196 - mmaction - INFO - Epoch [1][1240/3757] lr: 1.000e-02, eta: 3 days, 4:16:58, time: 1.146, data_time: 0.003, memory: 7080, top1_acc: 0.2578, top5_acc: 0.5312, loss_cls: 3.4181, loss: 3.4181, grad_norm: 6.2449 2021-06-16 02:46:06,004 - mmaction - INFO - Epoch [1][1260/3757] lr: 1.000e-02, eta: 3 days, 3:57:41, time: 1.091, data_time: 0.002, memory: 7080, top1_acc: 0.2898, top5_acc: 0.5406, loss_cls: 3.2812, loss: 3.2812, grad_norm: 6.0592 2021-06-16 02:46:29,897 - mmaction - INFO - Epoch [1][1280/3757] lr: 1.000e-02, eta: 3 days, 3:44:03, time: 1.195, data_time: 0.002, memory: 7080, top1_acc: 0.2906, top5_acc: 0.5430, loss_cls: 3.2665, loss: 3.2665, grad_norm: 6.2606 2021-06-16 02:46:52,974 - mmaction - INFO - Epoch [1][1300/3757] lr: 1.000e-02, eta: 3 days, 3:28:51, time: 1.154, data_time: 0.001, memory: 7080, top1_acc: 0.2898, top5_acc: 0.5406, loss_cls: 3.2645, loss: 3.2645, grad_norm: 6.2474 2021-06-16 02:47:14,170 - mmaction - INFO - Epoch [1][1320/3757] lr: 1.000e-02, eta: 3 days, 3:09:30, time: 1.056, data_time: 0.001, memory: 7080, top1_acc: 0.2805, top5_acc: 0.5305, loss_cls: 3.2811, loss: 3.2811, grad_norm: 6.2779 2021-06-16 02:47:36,633 - mmaction - INFO - Epoch [1][1340/3757] lr: 1.000e-02, eta: 3 days, 2:53:54, time: 1.125, data_time: 0.005, memory: 7080, top1_acc: 0.2938, top5_acc: 0.5797, loss_cls: 3.2111, loss: 3.2111, grad_norm: 6.2391 2021-06-16 02:47:59,807 - mmaction - INFO - Epoch [1][1360/3757] lr: 1.000e-02, eta: 3 days, 2:40:22, time: 1.160, data_time: 0.003, memory: 7080, top1_acc: 0.3141, top5_acc: 0.5656, loss_cls: 3.1688, loss: 3.1688, grad_norm: 6.2285 2021-06-16 02:48:22,853 - mmaction - INFO - Epoch [1][1380/3757] lr: 1.000e-02, eta: 3 days, 2:26:51, time: 1.152, data_time: 0.002, memory: 7080, top1_acc: 0.2633, top5_acc: 0.5461, loss_cls: 3.3619, loss: 3.3619, grad_norm: 6.4084 2021-06-16 02:48:46,004 - mmaction - INFO - Epoch [1][1400/3757] lr: 1.000e-02, eta: 3 days, 2:13:59, time: 1.158, data_time: 0.156, memory: 7080, top1_acc: 0.2797, top5_acc: 0.5563, loss_cls: 3.3160, loss: 3.3160, grad_norm: 6.2389 2021-06-16 02:49:08,045 - mmaction - INFO - Epoch [1][1420/3757] lr: 1.000e-02, eta: 3 days, 1:59:00, time: 1.102, data_time: 0.054, memory: 7080, top1_acc: 0.3086, top5_acc: 0.5586, loss_cls: 3.1848, loss: 3.1848, grad_norm: 6.0054 2021-06-16 02:49:31,509 - mmaction - INFO - Epoch [1][1440/3757] lr: 1.000e-02, eta: 3 days, 1:47:27, time: 1.172, data_time: 0.001, memory: 7080, top1_acc: 0.3023, top5_acc: 0.5844, loss_cls: 3.1346, loss: 3.1346, grad_norm: 6.2627 2021-06-16 02:49:54,332 - mmaction - INFO - Epoch [1][1460/3757] lr: 1.000e-02, eta: 3 days, 1:34:53, time: 1.141, data_time: 0.002, memory: 7080, top1_acc: 0.2781, top5_acc: 0.5594, loss_cls: 3.2287, loss: 3.2287, grad_norm: 6.2605 2021-06-16 02:50:16,416 - mmaction - INFO - Epoch [1][1480/3757] lr: 1.000e-02, eta: 3 days, 1:21:10, time: 1.106, data_time: 0.003, memory: 7080, top1_acc: 0.2805, top5_acc: 0.5477, loss_cls: 3.2987, loss: 3.2987, grad_norm: 6.2766 2021-06-16 02:50:40,596 - mmaction - INFO - Epoch [1][1500/3757] lr: 1.000e-02, eta: 3 days, 1:12:03, time: 1.208, data_time: 0.002, memory: 7080, top1_acc: 0.3008, top5_acc: 0.5648, loss_cls: 3.2078, loss: 3.2078, grad_norm: 6.3113 2021-06-16 02:51:02,288 - mmaction - INFO - Epoch [1][1520/3757] lr: 1.000e-02, eta: 3 days, 0:58:08, time: 1.085, data_time: 0.101, memory: 7080, top1_acc: 0.2922, top5_acc: 0.5594, loss_cls: 3.2159, loss: 3.2159, grad_norm: 6.3145 2021-06-16 02:51:23,817 - mmaction - INFO - Epoch [1][1540/3757] lr: 1.000e-02, eta: 3 days, 0:44:09, time: 1.075, data_time: 0.063, memory: 7080, top1_acc: 0.2781, top5_acc: 0.5477, loss_cls: 3.2374, loss: 3.2374, grad_norm: 6.4583 2021-06-16 02:51:45,992 - mmaction - INFO - Epoch [1][1560/3757] lr: 1.000e-02, eta: 3 days, 0:31:57, time: 1.111, data_time: 0.300, memory: 7080, top1_acc: 0.2805, top5_acc: 0.5750, loss_cls: 3.1368, loss: 3.1368, grad_norm: 6.4365 2021-06-16 02:52:09,963 - mmaction - INFO - Epoch [1][1580/3757] lr: 1.000e-02, eta: 3 days, 0:23:23, time: 1.195, data_time: 0.326, memory: 7080, top1_acc: 0.3008, top5_acc: 0.5594, loss_cls: 3.2164, loss: 3.2164, grad_norm: 6.3547 2021-06-16 02:52:31,581 - mmaction - INFO - Epoch [1][1600/3757] lr: 1.000e-02, eta: 3 days, 0:10:39, time: 1.083, data_time: 0.087, memory: 7080, top1_acc: 0.2758, top5_acc: 0.5656, loss_cls: 3.2384, loss: 3.2384, grad_norm: 6.0916 2021-06-16 02:52:53,937 - mmaction - INFO - Epoch [1][1620/3757] lr: 1.000e-02, eta: 2 days, 23:59:34, time: 1.118, data_time: 0.129, memory: 7080, top1_acc: 0.2859, top5_acc: 0.5484, loss_cls: 3.2046, loss: 3.2046, grad_norm: 6.1545 2021-06-16 02:53:15,858 - mmaction - INFO - Epoch [1][1640/3757] lr: 1.000e-02, eta: 2 days, 23:47:55, time: 1.096, data_time: 0.216, memory: 7080, top1_acc: 0.2875, top5_acc: 0.5547, loss_cls: 3.2231, loss: 3.2231, grad_norm: 6.0554 2021-06-16 02:53:39,033 - mmaction - INFO - Epoch [1][1660/3757] lr: 1.000e-02, eta: 2 days, 23:38:54, time: 1.159, data_time: 0.077, memory: 7080, top1_acc: 0.2930, top5_acc: 0.5547, loss_cls: 3.1615, loss: 3.1615, grad_norm: 6.0574 2021-06-16 02:54:01,325 - mmaction - INFO - Epoch [1][1680/3757] lr: 1.000e-02, eta: 2 days, 23:28:26, time: 1.114, data_time: 0.007, memory: 7080, top1_acc: 0.2953, top5_acc: 0.5492, loss_cls: 3.2203, loss: 3.2203, grad_norm: 6.4088 2021-06-16 02:54:25,795 - mmaction - INFO - Epoch [1][1700/3757] lr: 1.000e-02, eta: 2 days, 23:22:12, time: 1.224, data_time: 0.002, memory: 7080, top1_acc: 0.2938, top5_acc: 0.5602, loss_cls: 3.2109, loss: 3.2109, grad_norm: 6.1288 2021-06-16 02:54:47,939 - mmaction - INFO - Epoch [1][1720/3757] lr: 1.000e-02, eta: 2 days, 23:11:52, time: 1.107, data_time: 0.001, memory: 7080, top1_acc: 0.2961, top5_acc: 0.5547, loss_cls: 3.2002, loss: 3.2002, grad_norm: 6.1569 2021-06-16 02:55:09,865 - mmaction - INFO - Epoch [1][1740/3757] lr: 1.000e-02, eta: 2 days, 23:01:25, time: 1.096, data_time: 0.003, memory: 7080, top1_acc: 0.3266, top5_acc: 0.5750, loss_cls: 3.0814, loss: 3.0814, grad_norm: 6.0973 2021-06-16 02:55:33,817 - mmaction - INFO - Epoch [1][1760/3757] lr: 1.000e-02, eta: 2 days, 22:54:42, time: 1.197, data_time: 0.002, memory: 7080, top1_acc: 0.3344, top5_acc: 0.5820, loss_cls: 3.1009, loss: 3.1009, grad_norm: 6.3886 2021-06-16 02:55:54,828 - mmaction - INFO - Epoch [1][1780/3757] lr: 1.000e-02, eta: 2 days, 22:43:05, time: 1.051, data_time: 0.002, memory: 7080, top1_acc: 0.3109, top5_acc: 0.5594, loss_cls: 3.1123, loss: 3.1123, grad_norm: 6.0386 2021-06-16 02:56:18,737 - mmaction - INFO - Epoch [1][1800/3757] lr: 1.000e-02, eta: 2 days, 22:36:37, time: 1.194, data_time: 0.003, memory: 7080, top1_acc: 0.2867, top5_acc: 0.5531, loss_cls: 3.1992, loss: 3.1992, grad_norm: 6.4303 2021-06-16 02:56:41,235 - mmaction - INFO - Epoch [1][1820/3757] lr: 1.000e-02, eta: 2 days, 22:27:54, time: 1.124, data_time: 0.004, memory: 7080, top1_acc: 0.3094, top5_acc: 0.5805, loss_cls: 3.1237, loss: 3.1237, grad_norm: 6.3347 2021-06-16 02:57:03,314 - mmaction - INFO - Epoch [1][1840/3757] lr: 1.000e-02, eta: 2 days, 22:18:45, time: 1.106, data_time: 0.007, memory: 7080, top1_acc: 0.3031, top5_acc: 0.5766, loss_cls: 3.1486, loss: 3.1486, grad_norm: 6.2601 2021-06-16 02:57:26,273 - mmaction - INFO - Epoch [1][1860/3757] lr: 1.000e-02, eta: 2 days, 22:11:14, time: 1.149, data_time: 0.028, memory: 7080, top1_acc: 0.3094, top5_acc: 0.5867, loss_cls: 3.0830, loss: 3.0830, grad_norm: 6.0692 2021-06-16 02:57:49,333 - mmaction - INFO - Epoch [1][1880/3757] lr: 1.000e-02, eta: 2 days, 22:04:00, time: 1.153, data_time: 0.010, memory: 7080, top1_acc: 0.2961, top5_acc: 0.5586, loss_cls: 3.2103, loss: 3.2103, grad_norm: 5.9697 2021-06-16 02:58:11,673 - mmaction - INFO - Epoch [1][1900/3757] lr: 1.000e-02, eta: 2 days, 21:55:39, time: 1.114, data_time: 0.001, memory: 7080, top1_acc: 0.2992, top5_acc: 0.5727, loss_cls: 3.1071, loss: 3.1071, grad_norm: 6.0452 2021-06-16 02:58:34,807 - mmaction - INFO - Epoch [1][1920/3757] lr: 1.000e-02, eta: 2 days, 21:48:57, time: 1.160, data_time: 0.005, memory: 7080, top1_acc: 0.3109, top5_acc: 0.5852, loss_cls: 3.0964, loss: 3.0964, grad_norm: 6.4796 2021-06-16 02:58:56,926 - mmaction - INFO - Epoch [1][1940/3757] lr: 1.000e-02, eta: 2 days, 21:40:38, time: 1.106, data_time: 0.001, memory: 7080, top1_acc: 0.3367, top5_acc: 0.5945, loss_cls: 3.0140, loss: 3.0140, grad_norm: 6.1056 2021-06-16 02:59:20,515 - mmaction - INFO - Epoch [1][1960/3757] lr: 1.000e-02, eta: 2 days, 21:34:49, time: 1.179, data_time: 0.001, memory: 7080, top1_acc: 0.2836, top5_acc: 0.5516, loss_cls: 3.2820, loss: 3.2820, grad_norm: 6.3478 2021-06-16 02:59:44,129 - mmaction - INFO - Epoch [1][1980/3757] lr: 1.000e-02, eta: 2 days, 21:29:06, time: 1.179, data_time: 0.003, memory: 7080, top1_acc: 0.3141, top5_acc: 0.5773, loss_cls: 3.0984, loss: 3.0984, grad_norm: 5.9251 2021-06-16 03:00:06,890 - mmaction - INFO - Epoch [1][2000/3757] lr: 1.000e-02, eta: 2 days, 21:22:16, time: 1.140, data_time: 0.004, memory: 7080, top1_acc: 0.3023, top5_acc: 0.5594, loss_cls: 3.1700, loss: 3.1700, grad_norm: 5.9293 2021-06-16 03:00:29,014 - mmaction - INFO - Epoch [1][2020/3757] lr: 1.000e-02, eta: 2 days, 21:14:27, time: 1.103, data_time: 0.001, memory: 7080, top1_acc: 0.3133, top5_acc: 0.5992, loss_cls: 3.0124, loss: 3.0124, grad_norm: 6.3622 2021-06-16 03:00:51,089 - mmaction - INFO - Epoch [1][2040/3757] lr: 1.000e-02, eta: 2 days, 21:06:52, time: 1.107, data_time: 0.005, memory: 7080, top1_acc: 0.3047, top5_acc: 0.5719, loss_cls: 3.1522, loss: 3.1522, grad_norm: 6.3565 2021-06-16 03:01:12,753 - mmaction - INFO - Epoch [1][2060/3757] lr: 1.000e-02, eta: 2 days, 20:58:42, time: 1.082, data_time: 0.001, memory: 7080, top1_acc: 0.3102, top5_acc: 0.5695, loss_cls: 3.1459, loss: 3.1459, grad_norm: 6.2655 2021-06-16 03:01:34,714 - mmaction - INFO - Epoch [1][2080/3757] lr: 1.000e-02, eta: 2 days, 20:51:09, time: 1.098, data_time: 0.099, memory: 7080, top1_acc: 0.3312, top5_acc: 0.5992, loss_cls: 2.9711, loss: 2.9711, grad_norm: 6.2120 2021-06-16 03:01:58,551 - mmaction - INFO - Epoch [1][2100/3757] lr: 1.000e-02, eta: 2 days, 20:46:32, time: 1.193, data_time: 0.263, memory: 7080, top1_acc: 0.3234, top5_acc: 0.5914, loss_cls: 3.0558, loss: 3.0558, grad_norm: 5.9408 2021-06-16 03:02:19,988 - mmaction - INFO - Epoch [1][2120/3757] lr: 1.000e-02, eta: 2 days, 20:38:26, time: 1.071, data_time: 0.210, memory: 7080, top1_acc: 0.3250, top5_acc: 0.5914, loss_cls: 3.0455, loss: 3.0455, grad_norm: 6.1456 2021-06-16 03:02:42,138 - mmaction - INFO - Epoch [1][2140/3757] lr: 1.000e-02, eta: 2 days, 20:31:35, time: 1.109, data_time: 0.029, memory: 7080, top1_acc: 0.3289, top5_acc: 0.6070, loss_cls: 2.9666, loss: 2.9666, grad_norm: 6.3106 2021-06-16 03:03:05,669 - mmaction - INFO - Epoch [1][2160/3757] lr: 1.000e-02, eta: 2 days, 20:26:42, time: 1.173, data_time: 0.001, memory: 7080, top1_acc: 0.3320, top5_acc: 0.5898, loss_cls: 3.0457, loss: 3.0457, grad_norm: 6.1128 2021-06-16 03:03:28,375 - mmaction - INFO - Epoch [1][2180/3757] lr: 1.000e-02, eta: 2 days, 20:20:52, time: 1.137, data_time: 0.004, memory: 7080, top1_acc: 0.3352, top5_acc: 0.5977, loss_cls: 3.0499, loss: 3.0499, grad_norm: 5.8626 2021-06-16 03:03:51,741 - mmaction - INFO - Epoch [1][2200/3757] lr: 1.000e-02, eta: 2 days, 20:16:00, time: 1.168, data_time: 0.002, memory: 7080, top1_acc: 0.3266, top5_acc: 0.5844, loss_cls: 3.0852, loss: 3.0852, grad_norm: 5.9931 2021-06-16 03:04:13,968 - mmaction - INFO - Epoch [1][2220/3757] lr: 1.000e-02, eta: 2 days, 20:09:37, time: 1.111, data_time: 0.003, memory: 7080, top1_acc: 0.3312, top5_acc: 0.6141, loss_cls: 2.9737, loss: 2.9737, grad_norm: 6.2031 2021-06-16 03:04:35,399 - mmaction - INFO - Epoch [1][2240/3757] lr: 1.000e-02, eta: 2 days, 20:02:13, time: 1.070, data_time: 0.030, memory: 7080, top1_acc: 0.3234, top5_acc: 0.5984, loss_cls: 3.0625, loss: 3.0625, grad_norm: 6.0570 2021-06-16 03:04:59,531 - mmaction - INFO - Epoch [1][2260/3757] lr: 1.000e-02, eta: 2 days, 19:58:46, time: 1.210, data_time: 0.005, memory: 7080, top1_acc: 0.3164, top5_acc: 0.5906, loss_cls: 3.0693, loss: 3.0693, grad_norm: 6.0765 2021-06-16 03:05:21,638 - mmaction - INFO - Epoch [1][2280/3757] lr: 1.000e-02, eta: 2 days, 19:52:33, time: 1.106, data_time: 0.002, memory: 7080, top1_acc: 0.3305, top5_acc: 0.6031, loss_cls: 2.9602, loss: 2.9602, grad_norm: 6.1889 2021-06-16 03:05:44,520 - mmaction - INFO - Epoch [1][2300/3757] lr: 1.000e-02, eta: 2 days, 19:47:29, time: 1.144, data_time: 0.003, memory: 7080, top1_acc: 0.3172, top5_acc: 0.5859, loss_cls: 3.1067, loss: 3.1067, grad_norm: 6.2860 2021-06-16 03:06:06,397 - mmaction - INFO - Epoch [1][2320/3757] lr: 1.000e-02, eta: 2 days, 19:41:08, time: 1.094, data_time: 0.002, memory: 7080, top1_acc: 0.3266, top5_acc: 0.6008, loss_cls: 2.9887, loss: 2.9887, grad_norm: 5.9905 2021-06-16 03:06:29,277 - mmaction - INFO - Epoch [1][2340/3757] lr: 1.000e-02, eta: 2 days, 19:36:08, time: 1.141, data_time: 0.001, memory: 7080, top1_acc: 0.3180, top5_acc: 0.5766, loss_cls: 3.0953, loss: 3.0953, grad_norm: 6.0630 2021-06-16 03:06:52,523 - mmaction - INFO - Epoch [1][2360/3757] lr: 1.000e-02, eta: 2 days, 19:31:51, time: 1.165, data_time: 0.005, memory: 7080, top1_acc: 0.3227, top5_acc: 0.5969, loss_cls: 3.0251, loss: 3.0251, grad_norm: 6.0767 2021-06-16 03:07:15,768 - mmaction - INFO - Epoch [1][2380/3757] lr: 1.000e-02, eta: 2 days, 19:27:34, time: 1.162, data_time: 0.001, memory: 7080, top1_acc: 0.3234, top5_acc: 0.6031, loss_cls: 3.0405, loss: 3.0405, grad_norm: 6.0957 2021-06-16 03:07:38,509 - mmaction - INFO - Epoch [1][2400/3757] lr: 1.000e-02, eta: 2 days, 19:22:41, time: 1.137, data_time: 0.002, memory: 7080, top1_acc: 0.3383, top5_acc: 0.5906, loss_cls: 3.0445, loss: 3.0445, grad_norm: 6.2251 2021-06-16 03:08:01,366 - mmaction - INFO - Epoch [1][2420/3757] lr: 1.000e-02, eta: 2 days, 19:18:03, time: 1.143, data_time: 0.002, memory: 7080, top1_acc: 0.3508, top5_acc: 0.6055, loss_cls: 2.9406, loss: 2.9406, grad_norm: 6.1661 2021-06-16 03:08:23,748 - mmaction - INFO - Epoch [1][2440/3757] lr: 1.000e-02, eta: 2 days, 19:12:52, time: 1.119, data_time: 0.002, memory: 7080, top1_acc: 0.3445, top5_acc: 0.6008, loss_cls: 3.0079, loss: 3.0079, grad_norm: 6.1504 2021-06-16 03:08:46,790 - mmaction - INFO - Epoch [1][2460/3757] lr: 1.000e-02, eta: 2 days, 19:08:33, time: 1.151, data_time: 0.133, memory: 7080, top1_acc: 0.3422, top5_acc: 0.5969, loss_cls: 2.9565, loss: 2.9565, grad_norm: 6.1077 2021-06-16 03:09:08,980 - mmaction - INFO - Epoch [1][2480/3757] lr: 1.000e-02, eta: 2 days, 19:03:17, time: 1.110, data_time: 0.002, memory: 7080, top1_acc: 0.3289, top5_acc: 0.5914, loss_cls: 3.0101, loss: 3.0101, grad_norm: 5.9488 2021-06-16 03:09:32,605 - mmaction - INFO - Epoch [1][2500/3757] lr: 1.000e-02, eta: 2 days, 18:59:52, time: 1.182, data_time: 0.002, memory: 7080, top1_acc: 0.3320, top5_acc: 0.6031, loss_cls: 3.0451, loss: 3.0451, grad_norm: 6.1003 2021-06-16 03:09:55,176 - mmaction - INFO - Epoch [1][2520/3757] lr: 1.000e-02, eta: 2 days, 18:55:12, time: 1.129, data_time: 0.001, memory: 7080, top1_acc: 0.3484, top5_acc: 0.6281, loss_cls: 2.9378, loss: 2.9378, grad_norm: 5.8519 2021-06-16 03:10:17,070 - mmaction - INFO - Epoch [1][2540/3757] lr: 1.000e-02, eta: 2 days, 18:49:47, time: 1.095, data_time: 0.002, memory: 7080, top1_acc: 0.3469, top5_acc: 0.5945, loss_cls: 2.9294, loss: 2.9294, grad_norm: 5.9463 2021-06-16 03:10:40,573 - mmaction - INFO - Epoch [1][2560/3757] lr: 1.000e-02, eta: 2 days, 18:46:22, time: 1.174, data_time: 0.001, memory: 7080, top1_acc: 0.3305, top5_acc: 0.6070, loss_cls: 2.9741, loss: 2.9741, grad_norm: 5.8554 2021-06-16 03:11:03,924 - mmaction - INFO - Epoch [1][2580/3757] lr: 1.000e-02, eta: 2 days, 18:42:46, time: 1.165, data_time: 0.002, memory: 7080, top1_acc: 0.3500, top5_acc: 0.6055, loss_cls: 2.8989, loss: 2.8989, grad_norm: 5.8679 2021-06-16 03:11:26,309 - mmaction - INFO - Epoch [1][2600/3757] lr: 1.000e-02, eta: 2 days, 18:38:12, time: 1.123, data_time: 0.004, memory: 7080, top1_acc: 0.3328, top5_acc: 0.6023, loss_cls: 2.9923, loss: 2.9923, grad_norm: 6.0902 2021-06-16 03:11:48,692 - mmaction - INFO - Epoch [1][2620/3757] lr: 1.000e-02, eta: 2 days, 18:33:31, time: 1.114, data_time: 0.001, memory: 7080, top1_acc: 0.3531, top5_acc: 0.6180, loss_cls: 2.9011, loss: 2.9011, grad_norm: 6.1795 2021-06-16 03:12:13,785 - mmaction - INFO - Epoch [1][2640/3757] lr: 1.000e-02, eta: 2 days, 18:32:16, time: 1.259, data_time: 0.009, memory: 7080, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.9899, loss: 2.9899, grad_norm: 6.1314 2021-06-16 03:12:35,283 - mmaction - INFO - Epoch [1][2660/3757] lr: 1.000e-02, eta: 2 days, 18:26:47, time: 1.076, data_time: 0.002, memory: 7080, top1_acc: 0.3469, top5_acc: 0.6016, loss_cls: 3.0069, loss: 3.0069, grad_norm: 6.1324 2021-06-16 03:12:58,349 - mmaction - INFO - Epoch [1][2680/3757] lr: 1.000e-02, eta: 2 days, 18:23:09, time: 1.153, data_time: 0.001, memory: 7080, top1_acc: 0.3344, top5_acc: 0.6016, loss_cls: 3.0084, loss: 3.0084, grad_norm: 5.9725 2021-06-16 03:13:21,125 - mmaction - INFO - Epoch [1][2700/3757] lr: 1.000e-02, eta: 2 days, 18:19:15, time: 1.139, data_time: 0.002, memory: 7080, top1_acc: 0.3422, top5_acc: 0.6055, loss_cls: 2.9504, loss: 2.9504, grad_norm: 5.9912 2021-06-16 03:13:44,330 - mmaction - INFO - Epoch [1][2720/3757] lr: 1.000e-02, eta: 2 days, 18:15:53, time: 1.160, data_time: 0.003, memory: 7080, top1_acc: 0.3352, top5_acc: 0.6031, loss_cls: 2.9596, loss: 2.9596, grad_norm: 6.0774 2021-06-16 03:14:07,835 - mmaction - INFO - Epoch [1][2740/3757] lr: 1.000e-02, eta: 2 days, 18:12:53, time: 1.174, data_time: 0.002, memory: 7080, top1_acc: 0.3859, top5_acc: 0.6258, loss_cls: 2.8280, loss: 2.8280, grad_norm: 5.8489 2021-06-16 03:14:30,292 - mmaction - INFO - Epoch [1][2760/3757] lr: 1.000e-02, eta: 2 days, 18:08:47, time: 1.124, data_time: 0.003, memory: 7080, top1_acc: 0.3602, top5_acc: 0.6227, loss_cls: 2.9020, loss: 2.9020, grad_norm: 5.9627 2021-06-16 03:14:52,875 - mmaction - INFO - Epoch [1][2780/3757] lr: 1.000e-02, eta: 2 days, 18:04:51, time: 1.128, data_time: 0.002, memory: 7080, top1_acc: 0.3656, top5_acc: 0.6305, loss_cls: 2.8418, loss: 2.8418, grad_norm: 5.9501 2021-06-16 03:15:16,221 - mmaction - INFO - Epoch [1][2800/3757] lr: 1.000e-02, eta: 2 days, 18:01:50, time: 1.168, data_time: 0.004, memory: 7080, top1_acc: 0.3508, top5_acc: 0.6133, loss_cls: 2.8855, loss: 2.8855, grad_norm: 6.0128 2021-06-16 03:15:39,024 - mmaction - INFO - Epoch [1][2820/3757] lr: 1.000e-02, eta: 2 days, 17:58:11, time: 1.138, data_time: 0.003, memory: 7080, top1_acc: 0.3266, top5_acc: 0.5883, loss_cls: 3.0135, loss: 3.0135, grad_norm: 5.9234 2021-06-16 03:16:01,425 - mmaction - INFO - Epoch [1][2840/3757] lr: 1.000e-02, eta: 2 days, 17:54:17, time: 1.123, data_time: 0.005, memory: 7080, top1_acc: 0.3531, top5_acc: 0.6148, loss_cls: 2.8641, loss: 2.8641, grad_norm: 6.0812 2021-06-16 03:16:23,150 - mmaction - INFO - Epoch [1][2860/3757] lr: 1.000e-02, eta: 2 days, 17:49:36, time: 1.086, data_time: 0.002, memory: 7080, top1_acc: 0.3492, top5_acc: 0.6008, loss_cls: 2.9697, loss: 2.9697, grad_norm: 6.1316 2021-06-16 03:16:45,756 - mmaction - INFO - Epoch [1][2880/3757] lr: 1.000e-02, eta: 2 days, 17:45:57, time: 1.130, data_time: 0.002, memory: 7080, top1_acc: 0.3547, top5_acc: 0.6312, loss_cls: 2.8403, loss: 2.8403, grad_norm: 6.0116 2021-06-16 03:17:08,189 - mmaction - INFO - Epoch [1][2900/3757] lr: 1.000e-02, eta: 2 days, 17:42:10, time: 1.122, data_time: 0.003, memory: 7080, top1_acc: 0.3594, top5_acc: 0.6102, loss_cls: 2.9154, loss: 2.9154, grad_norm: 6.0113 2021-06-16 03:17:30,407 - mmaction - INFO - Epoch [1][2920/3757] lr: 1.000e-02, eta: 2 days, 17:38:06, time: 1.106, data_time: 0.039, memory: 7080, top1_acc: 0.3664, top5_acc: 0.6195, loss_cls: 2.8629, loss: 2.8629, grad_norm: 6.1201 2021-06-16 03:17:54,389 - mmaction - INFO - Epoch [1][2940/3757] lr: 1.000e-02, eta: 2 days, 17:36:07, time: 1.203, data_time: 0.175, memory: 7080, top1_acc: 0.3461, top5_acc: 0.6266, loss_cls: 2.8576, loss: 2.8576, grad_norm: 6.2175 2021-06-16 03:18:17,065 - mmaction - INFO - Epoch [1][2960/3757] lr: 1.000e-02, eta: 2 days, 17:32:42, time: 1.133, data_time: 0.081, memory: 7080, top1_acc: 0.3391, top5_acc: 0.6180, loss_cls: 2.9153, loss: 2.9153, grad_norm: 6.1050 2021-06-16 03:18:40,594 - mmaction - INFO - Epoch [1][2980/3757] lr: 1.000e-02, eta: 2 days, 17:30:14, time: 1.178, data_time: 0.010, memory: 7080, top1_acc: 0.3406, top5_acc: 0.6016, loss_cls: 2.9665, loss: 2.9665, grad_norm: 6.0011 2021-06-16 03:19:02,454 - mmaction - INFO - Epoch [1][3000/3757] lr: 1.000e-02, eta: 2 days, 17:26:03, time: 1.093, data_time: 0.001, memory: 7080, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.9399, loss: 2.9399, grad_norm: 5.9744 2021-06-16 03:19:23,833 - mmaction - INFO - Epoch [1][3020/3757] lr: 1.000e-02, eta: 2 days, 17:21:26, time: 1.069, data_time: 0.001, memory: 7080, top1_acc: 0.3383, top5_acc: 0.5953, loss_cls: 2.9642, loss: 2.9642, grad_norm: 6.1892 2021-06-16 03:19:46,657 - mmaction - INFO - Epoch [1][3040/3757] lr: 1.000e-02, eta: 2 days, 17:18:21, time: 1.141, data_time: 0.008, memory: 7080, top1_acc: 0.3641, top5_acc: 0.6242, loss_cls: 2.8687, loss: 2.8687, grad_norm: 6.2239 2021-06-16 03:20:10,488 - mmaction - INFO - Epoch [1][3060/3757] lr: 1.000e-02, eta: 2 days, 17:16:17, time: 1.191, data_time: 0.003, memory: 7080, top1_acc: 0.3508, top5_acc: 0.6094, loss_cls: 2.9523, loss: 2.9523, grad_norm: 6.2939 2021-06-16 03:20:33,758 - mmaction - INFO - Epoch [1][3080/3757] lr: 1.000e-02, eta: 2 days, 17:13:42, time: 1.163, data_time: 0.004, memory: 7080, top1_acc: 0.3312, top5_acc: 0.6141, loss_cls: 2.9298, loss: 2.9298, grad_norm: 6.0669 2021-06-16 03:20:56,979 - mmaction - INFO - Epoch [1][3100/3757] lr: 1.000e-02, eta: 2 days, 17:11:06, time: 1.162, data_time: 0.001, memory: 7080, top1_acc: 0.3484, top5_acc: 0.5945, loss_cls: 2.9245, loss: 2.9245, grad_norm: 6.2094 2021-06-16 03:21:19,207 - mmaction - INFO - Epoch [1][3120/3757] lr: 1.000e-02, eta: 2 days, 17:07:33, time: 1.112, data_time: 0.022, memory: 7080, top1_acc: 0.3477, top5_acc: 0.6188, loss_cls: 2.9025, loss: 2.9025, grad_norm: 6.1355 2021-06-16 03:21:41,564 - mmaction - INFO - Epoch [1][3140/3757] lr: 1.000e-02, eta: 2 days, 17:04:09, time: 1.117, data_time: 0.001, memory: 7080, top1_acc: 0.3273, top5_acc: 0.6117, loss_cls: 2.9881, loss: 2.9881, grad_norm: 6.3090 2021-06-16 03:22:05,386 - mmaction - INFO - Epoch [1][3160/3757] lr: 1.000e-02, eta: 2 days, 17:02:14, time: 1.192, data_time: 0.016, memory: 7080, top1_acc: 0.3719, top5_acc: 0.6539, loss_cls: 2.7632, loss: 2.7632, grad_norm: 6.0048 2021-06-16 03:22:28,504 - mmaction - INFO - Epoch [1][3180/3757] lr: 1.000e-02, eta: 2 days, 16:59:37, time: 1.155, data_time: 0.001, memory: 7080, top1_acc: 0.3477, top5_acc: 0.6078, loss_cls: 2.8322, loss: 2.8322, grad_norm: 6.0397 2021-06-16 03:22:50,070 - mmaction - INFO - Epoch [1][3200/3757] lr: 1.000e-02, eta: 2 days, 16:55:36, time: 1.080, data_time: 0.178, memory: 7080, top1_acc: 0.3563, top5_acc: 0.6203, loss_cls: 2.9020, loss: 2.9020, grad_norm: 6.2602 2021-06-16 03:23:14,599 - mmaction - INFO - Epoch [1][3220/3757] lr: 1.000e-02, eta: 2 days, 16:54:25, time: 1.226, data_time: 0.155, memory: 7080, top1_acc: 0.3680, top5_acc: 0.6250, loss_cls: 2.8626, loss: 2.8626, grad_norm: 5.9048 2021-06-16 03:23:36,587 - mmaction - INFO - Epoch [1][3240/3757] lr: 1.000e-02, eta: 2 days, 16:50:49, time: 1.099, data_time: 0.002, memory: 7080, top1_acc: 0.3484, top5_acc: 0.6203, loss_cls: 2.8968, loss: 2.8968, grad_norm: 6.1849 2021-06-16 03:23:58,198 - mmaction - INFO - Epoch [1][3260/3757] lr: 1.000e-02, eta: 2 days, 16:46:56, time: 1.081, data_time: 0.002, memory: 7080, top1_acc: 0.3492, top5_acc: 0.6148, loss_cls: 2.8965, loss: 2.8965, grad_norm: 6.1038 2021-06-16 03:24:20,779 - mmaction - INFO - Epoch [1][3280/3757] lr: 1.000e-02, eta: 2 days, 16:43:59, time: 1.129, data_time: 0.003, memory: 7080, top1_acc: 0.3422, top5_acc: 0.5969, loss_cls: 2.9506, loss: 2.9506, grad_norm: 5.9212 2021-06-16 03:24:43,038 - mmaction - INFO - Epoch [1][3300/3757] lr: 1.000e-02, eta: 2 days, 16:40:47, time: 1.113, data_time: 0.075, memory: 7080, top1_acc: 0.3563, top5_acc: 0.6312, loss_cls: 2.8577, loss: 2.8577, grad_norm: 5.9762 2021-06-16 03:25:05,798 - mmaction - INFO - Epoch [1][3320/3757] lr: 1.000e-02, eta: 2 days, 16:38:04, time: 1.138, data_time: 0.079, memory: 7080, top1_acc: 0.3563, top5_acc: 0.6258, loss_cls: 2.8753, loss: 2.8753, grad_norm: 5.9749 2021-06-16 03:25:27,857 - mmaction - INFO - Epoch [1][3340/3757] lr: 1.000e-02, eta: 2 days, 16:34:43, time: 1.102, data_time: 0.129, memory: 7080, top1_acc: 0.3461, top5_acc: 0.6203, loss_cls: 2.8630, loss: 2.8630, grad_norm: 6.0386 2021-06-16 03:25:50,503 - mmaction - INFO - Epoch [1][3360/3757] lr: 1.000e-02, eta: 2 days, 16:31:59, time: 1.134, data_time: 0.200, memory: 7080, top1_acc: 0.3633, top5_acc: 0.6148, loss_cls: 2.8596, loss: 2.8596, grad_norm: 6.1371 2021-06-16 03:26:13,184 - mmaction - INFO - Epoch [1][3380/3757] lr: 1.000e-02, eta: 2 days, 16:29:17, time: 1.134, data_time: 0.215, memory: 7080, top1_acc: 0.3734, top5_acc: 0.6328, loss_cls: 2.8154, loss: 2.8154, grad_norm: 6.1016 2021-06-16 03:26:36,572 - mmaction - INFO - Epoch [1][3400/3757] lr: 1.000e-02, eta: 2 days, 16:27:13, time: 1.167, data_time: 0.036, memory: 7080, top1_acc: 0.3656, top5_acc: 0.6102, loss_cls: 2.8725, loss: 2.8725, grad_norm: 5.9480 2021-06-16 03:26:59,385 - mmaction - INFO - Epoch [1][3420/3757] lr: 1.000e-02, eta: 2 days, 16:24:41, time: 1.141, data_time: 0.015, memory: 7080, top1_acc: 0.3781, top5_acc: 0.6383, loss_cls: 2.8179, loss: 2.8179, grad_norm: 5.9944 2021-06-16 03:27:21,992 - mmaction - INFO - Epoch [1][3440/3757] lr: 1.000e-02, eta: 2 days, 16:22:03, time: 1.134, data_time: 0.254, memory: 7080, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.8925, loss: 2.8925, grad_norm: 5.9496 2021-06-16 03:27:43,925 - mmaction - INFO - Epoch [1][3460/3757] lr: 1.000e-02, eta: 2 days, 16:18:45, time: 1.095, data_time: 0.160, memory: 7080, top1_acc: 0.3719, top5_acc: 0.6359, loss_cls: 2.8456, loss: 2.8456, grad_norm: 6.0236 2021-06-16 03:28:07,955 - mmaction - INFO - Epoch [1][3480/3757] lr: 1.000e-02, eta: 2 days, 16:17:24, time: 1.203, data_time: 0.009, memory: 7080, top1_acc: 0.3828, top5_acc: 0.6242, loss_cls: 2.7803, loss: 2.7803, grad_norm: 5.9477 2021-06-16 03:28:29,367 - mmaction - INFO - Epoch [1][3500/3757] lr: 1.000e-02, eta: 2 days, 16:13:45, time: 1.071, data_time: 0.025, memory: 7080, top1_acc: 0.3438, top5_acc: 0.6336, loss_cls: 2.8892, loss: 2.8892, grad_norm: 6.0497 2021-06-16 03:28:52,394 - mmaction - INFO - Epoch [1][3520/3757] lr: 1.000e-02, eta: 2 days, 16:11:32, time: 1.151, data_time: 0.004, memory: 7080, top1_acc: 0.3406, top5_acc: 0.6156, loss_cls: 2.9036, loss: 2.9036, grad_norm: 6.0593 2021-06-16 03:29:14,788 - mmaction - INFO - Epoch [1][3540/3757] lr: 1.000e-02, eta: 2 days, 16:08:47, time: 1.120, data_time: 0.002, memory: 7080, top1_acc: 0.3703, top5_acc: 0.6344, loss_cls: 2.8325, loss: 2.8325, grad_norm: 6.1524 2021-06-16 03:29:37,629 - mmaction - INFO - Epoch [1][3560/3757] lr: 1.000e-02, eta: 2 days, 16:06:25, time: 1.140, data_time: 0.001, memory: 7080, top1_acc: 0.3414, top5_acc: 0.6078, loss_cls: 2.8865, loss: 2.8865, grad_norm: 5.8326 2021-06-16 03:30:00,357 - mmaction - INFO - Epoch [1][3580/3757] lr: 1.000e-02, eta: 2 days, 16:04:03, time: 1.139, data_time: 0.003, memory: 7080, top1_acc: 0.3445, top5_acc: 0.6281, loss_cls: 2.8657, loss: 2.8657, grad_norm: 5.9644 2021-06-16 03:30:23,378 - mmaction - INFO - Epoch [1][3600/3757] lr: 1.000e-02, eta: 2 days, 16:01:55, time: 1.151, data_time: 0.001, memory: 7080, top1_acc: 0.3789, top5_acc: 0.6531, loss_cls: 2.7227, loss: 2.7227, grad_norm: 5.8201 2021-06-16 03:30:46,594 - mmaction - INFO - Epoch [1][3620/3757] lr: 1.000e-02, eta: 2 days, 15:59:58, time: 1.161, data_time: 0.231, memory: 7080, top1_acc: 0.3859, top5_acc: 0.6602, loss_cls: 2.7713, loss: 2.7713, grad_norm: 6.0476 2021-06-16 03:31:08,307 - mmaction - INFO - Epoch [1][3640/3757] lr: 1.000e-02, eta: 2 days, 15:56:46, time: 1.086, data_time: 0.123, memory: 7080, top1_acc: 0.3664, top5_acc: 0.6195, loss_cls: 2.8676, loss: 2.8676, grad_norm: 5.8528 2021-06-16 03:31:31,779 - mmaction - INFO - Epoch [1][3660/3757] lr: 1.000e-02, eta: 2 days, 15:54:57, time: 1.166, data_time: 0.295, memory: 7080, top1_acc: 0.3719, top5_acc: 0.6383, loss_cls: 2.8078, loss: 2.8078, grad_norm: 5.9234 2021-06-16 03:31:54,694 - mmaction - INFO - Epoch [1][3680/3757] lr: 1.000e-02, eta: 2 days, 15:52:56, time: 1.154, data_time: 0.014, memory: 7080, top1_acc: 0.3820, top5_acc: 0.6359, loss_cls: 2.7813, loss: 2.7813, grad_norm: 5.9754 2021-06-16 03:32:17,742 - mmaction - INFO - Epoch [1][3700/3757] lr: 1.000e-02, eta: 2 days, 15:50:55, time: 1.152, data_time: 0.049, memory: 7080, top1_acc: 0.3625, top5_acc: 0.6109, loss_cls: 2.9045, loss: 2.9045, grad_norm: 6.0123 2021-06-16 03:32:41,595 - mmaction - INFO - Epoch [1][3720/3757] lr: 1.000e-02, eta: 2 days, 15:49:34, time: 1.192, data_time: 0.002, memory: 7080, top1_acc: 0.3664, top5_acc: 0.6484, loss_cls: 2.7583, loss: 2.7583, grad_norm: 5.9385 2021-06-16 03:33:04,126 - mmaction - INFO - Epoch [1][3740/3757] lr: 1.000e-02, eta: 2 days, 15:47:10, time: 1.127, data_time: 0.002, memory: 7080, top1_acc: 0.3695, top5_acc: 0.6367, loss_cls: 2.7678, loss: 2.7678, grad_norm: 6.0807 2021-06-16 03:33:23,537 - mmaction - INFO - Saving checkpoint at 1 epochs 2021-06-16 03:41:13,916 - mmaction - INFO - Epoch [2][20/3757] lr: 1.000e-02, eta: 2 days, 21:30:09, time: 23.468, data_time: 22.472, memory: 7080, top1_acc: 0.3695, top5_acc: 0.6492, loss_cls: 2.7257, loss: 2.7257, grad_norm: 6.0179 2021-06-16 03:41:36,302 - mmaction - INFO - Epoch [2][40/3757] lr: 1.000e-02, eta: 2 days, 21:25:50, time: 1.120, data_time: 0.018, memory: 7080, top1_acc: 0.3758, top5_acc: 0.6375, loss_cls: 2.8550, loss: 2.8550, grad_norm: 5.9870 2021-06-16 03:41:58,762 - mmaction - INFO - Epoch [2][60/3757] lr: 1.000e-02, eta: 2 days, 21:21:32, time: 1.118, data_time: 0.003, memory: 7080, top1_acc: 0.3922, top5_acc: 0.6570, loss_cls: 2.7050, loss: 2.7050, grad_norm: 5.8334 2021-06-16 03:42:20,974 - mmaction - INFO - Epoch [2][80/3757] lr: 1.000e-02, eta: 2 days, 21:17:14, time: 1.116, data_time: 0.008, memory: 7080, top1_acc: 0.4047, top5_acc: 0.6687, loss_cls: 2.6339, loss: 2.6339, grad_norm: 5.9554 2021-06-16 03:42:43,309 - mmaction - INFO - Epoch [2][100/3757] lr: 1.000e-02, eta: 2 days, 21:12:59, time: 1.117, data_time: 0.002, memory: 7080, top1_acc: 0.3906, top5_acc: 0.6508, loss_cls: 2.6868, loss: 2.6868, grad_norm: 5.9645 2021-06-16 03:43:08,277 - mmaction - INFO - Epoch [2][120/3757] lr: 1.000e-02, eta: 2 days, 21:10:51, time: 1.247, data_time: 0.001, memory: 7080, top1_acc: 0.3750, top5_acc: 0.6453, loss_cls: 2.7567, loss: 2.7567, grad_norm: 5.8903 2021-06-16 03:43:31,085 - mmaction - INFO - Epoch [2][140/3757] lr: 1.000e-02, eta: 2 days, 21:07:03, time: 1.141, data_time: 0.002, memory: 7080, top1_acc: 0.3828, top5_acc: 0.6469, loss_cls: 2.7218, loss: 2.7218, grad_norm: 5.9928 2021-06-16 03:43:53,253 - mmaction - INFO - Epoch [2][160/3757] lr: 1.000e-02, eta: 2 days, 21:02:43, time: 1.105, data_time: 0.002, memory: 7080, top1_acc: 0.4039, top5_acc: 0.6703, loss_cls: 2.6472, loss: 2.6472, grad_norm: 6.0346 2021-06-16 03:44:15,576 - mmaction - INFO - Epoch [2][180/3757] lr: 1.000e-02, eta: 2 days, 20:58:39, time: 1.119, data_time: 0.006, memory: 7080, top1_acc: 0.3742, top5_acc: 0.6406, loss_cls: 2.7389, loss: 2.7389, grad_norm: 5.9889 2021-06-16 03:44:37,935 - mmaction - INFO - Epoch [2][200/3757] lr: 1.000e-02, eta: 2 days, 20:54:36, time: 1.118, data_time: 0.003, memory: 7080, top1_acc: 0.3781, top5_acc: 0.6484, loss_cls: 2.7352, loss: 2.7352, grad_norm: 5.9361 2021-06-16 03:45:00,827 - mmaction - INFO - Epoch [2][220/3757] lr: 1.000e-02, eta: 2 days, 20:51:01, time: 1.145, data_time: 0.002, memory: 7080, top1_acc: 0.3914, top5_acc: 0.6664, loss_cls: 2.6701, loss: 2.6701, grad_norm: 6.0600 2021-06-16 03:45:23,683 - mmaction - INFO - Epoch [2][240/3757] lr: 1.000e-02, eta: 2 days, 20:47:24, time: 1.141, data_time: 0.001, memory: 7080, top1_acc: 0.4039, top5_acc: 0.6516, loss_cls: 2.7033, loss: 2.7033, grad_norm: 5.9195 2021-06-16 03:45:45,866 - mmaction - INFO - Epoch [2][260/3757] lr: 1.000e-02, eta: 2 days, 20:43:20, time: 1.110, data_time: 0.003, memory: 7080, top1_acc: 0.3781, top5_acc: 0.6414, loss_cls: 2.7306, loss: 2.7306, grad_norm: 5.9606 2021-06-16 03:46:09,788 - mmaction - INFO - Epoch [2][280/3757] lr: 1.000e-02, eta: 2 days, 20:40:36, time: 1.195, data_time: 0.002, memory: 7080, top1_acc: 0.3484, top5_acc: 0.6164, loss_cls: 2.8369, loss: 2.8369, grad_norm: 5.8328 2021-06-16 03:46:32,649 - mmaction - INFO - Epoch [2][300/3757] lr: 1.000e-02, eta: 2 days, 20:37:08, time: 1.145, data_time: 0.003, memory: 7080, top1_acc: 0.3672, top5_acc: 0.6273, loss_cls: 2.8023, loss: 2.8023, grad_norm: 6.0000 2021-06-16 03:46:54,887 - mmaction - INFO - Epoch [2][320/3757] lr: 1.000e-02, eta: 2 days, 20:33:09, time: 1.109, data_time: 0.001, memory: 7080, top1_acc: 0.3898, top5_acc: 0.6570, loss_cls: 2.6859, loss: 2.6859, grad_norm: 5.7655 2021-06-16 03:47:17,450 - mmaction - INFO - Epoch [2][340/3757] lr: 1.000e-02, eta: 2 days, 20:29:31, time: 1.131, data_time: 0.004, memory: 7080, top1_acc: 0.3961, top5_acc: 0.6555, loss_cls: 2.7587, loss: 2.7587, grad_norm: 5.9319 2021-06-16 03:47:38,958 - mmaction - INFO - Epoch [2][360/3757] lr: 1.000e-02, eta: 2 days, 20:25:07, time: 1.076, data_time: 0.002, memory: 7080, top1_acc: 0.3914, top5_acc: 0.6594, loss_cls: 2.6289, loss: 2.6289, grad_norm: 5.8332 2021-06-16 03:48:02,308 - mmaction - INFO - Epoch [2][380/3757] lr: 1.000e-02, eta: 2 days, 20:22:05, time: 1.166, data_time: 0.002, memory: 7080, top1_acc: 0.3984, top5_acc: 0.6539, loss_cls: 2.6929, loss: 2.6929, grad_norm: 5.8766 2021-06-16 03:48:24,840 - mmaction - INFO - Epoch [2][400/3757] lr: 1.000e-02, eta: 2 days, 20:18:31, time: 1.127, data_time: 0.004, memory: 7080, top1_acc: 0.3703, top5_acc: 0.6180, loss_cls: 2.8112, loss: 2.8112, grad_norm: 5.9489 2021-06-16 03:48:47,571 - mmaction - INFO - Epoch [2][420/3757] lr: 1.000e-02, eta: 2 days, 20:15:07, time: 1.138, data_time: 0.004, memory: 7080, top1_acc: 0.3922, top5_acc: 0.6453, loss_cls: 2.7129, loss: 2.7129, grad_norm: 5.8611 2021-06-16 03:49:09,762 - mmaction - INFO - Epoch [2][440/3757] lr: 1.000e-02, eta: 2 days, 20:11:20, time: 1.109, data_time: 0.001, memory: 7080, top1_acc: 0.3781, top5_acc: 0.6297, loss_cls: 2.8207, loss: 2.8207, grad_norm: 6.1035 2021-06-16 03:49:33,120 - mmaction - INFO - Epoch [2][460/3757] lr: 1.000e-02, eta: 2 days, 20:08:26, time: 1.167, data_time: 0.002, memory: 7080, top1_acc: 0.3703, top5_acc: 0.6500, loss_cls: 2.7922, loss: 2.7922, grad_norm: 5.9618 2021-06-16 03:49:56,055 - mmaction - INFO - Epoch [2][480/3757] lr: 1.000e-02, eta: 2 days, 20:05:15, time: 1.146, data_time: 0.002, memory: 7080, top1_acc: 0.3859, top5_acc: 0.6531, loss_cls: 2.7227, loss: 2.7227, grad_norm: 5.9727 2021-06-16 03:50:18,564 - mmaction - INFO - Epoch [2][500/3757] lr: 1.000e-02, eta: 2 days, 20:01:48, time: 1.127, data_time: 0.003, memory: 7080, top1_acc: 0.3773, top5_acc: 0.6586, loss_cls: 2.7161, loss: 2.7161, grad_norm: 5.7414 2021-06-16 03:50:42,259 - mmaction - INFO - Epoch [2][520/3757] lr: 1.000e-02, eta: 2 days, 19:59:14, time: 1.185, data_time: 0.002, memory: 7080, top1_acc: 0.4055, top5_acc: 0.6578, loss_cls: 2.6612, loss: 2.6612, grad_norm: 5.9602 2021-06-16 03:51:04,965 - mmaction - INFO - Epoch [2][540/3757] lr: 1.000e-02, eta: 2 days, 19:55:57, time: 1.135, data_time: 0.005, memory: 7080, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.6924, loss: 2.6924, grad_norm: 6.0231 2021-06-16 03:51:27,625 - mmaction - INFO - Epoch [2][560/3757] lr: 1.000e-02, eta: 2 days, 19:52:42, time: 1.134, data_time: 0.002, memory: 7080, top1_acc: 0.3797, top5_acc: 0.6523, loss_cls: 2.7131, loss: 2.7131, grad_norm: 5.9016 2021-06-16 03:51:51,288 - mmaction - INFO - Epoch [2][580/3757] lr: 1.000e-02, eta: 2 days, 19:50:10, time: 1.183, data_time: 0.001, memory: 7080, top1_acc: 0.3914, top5_acc: 0.6734, loss_cls: 2.6249, loss: 2.6249, grad_norm: 5.9381 2021-06-16 03:52:13,795 - mmaction - INFO - Epoch [2][600/3757] lr: 1.000e-02, eta: 2 days, 19:46:49, time: 1.124, data_time: 0.001, memory: 7080, top1_acc: 0.3930, top5_acc: 0.6625, loss_cls: 2.6374, loss: 2.6374, grad_norm: 5.9549 2021-06-16 03:52:36,490 - mmaction - INFO - Epoch [2][620/3757] lr: 1.000e-02, eta: 2 days, 19:43:39, time: 1.134, data_time: 0.002, memory: 7080, top1_acc: 0.3633, top5_acc: 0.6336, loss_cls: 2.7800, loss: 2.7800, grad_norm: 5.9952 2021-06-16 03:52:58,048 - mmaction - INFO - Epoch [2][640/3757] lr: 1.000e-02, eta: 2 days, 19:39:44, time: 1.079, data_time: 0.003, memory: 7080, top1_acc: 0.4031, top5_acc: 0.6516, loss_cls: 2.6638, loss: 2.6638, grad_norm: 5.7832 2021-06-16 03:53:20,242 - mmaction - INFO - Epoch [2][660/3757] lr: 1.000e-02, eta: 2 days, 19:36:14, time: 1.108, data_time: 0.086, memory: 7080, top1_acc: 0.3898, top5_acc: 0.6547, loss_cls: 2.6939, loss: 2.6939, grad_norm: 6.0785 2021-06-16 03:53:43,939 - mmaction - INFO - Epoch [2][680/3757] lr: 1.000e-02, eta: 2 days, 19:33:52, time: 1.187, data_time: 0.190, memory: 7080, top1_acc: 0.3766, top5_acc: 0.6367, loss_cls: 2.7945, loss: 2.7945, grad_norm: 5.8742 2021-06-16 03:54:06,370 - mmaction - INFO - Epoch [2][700/3757] lr: 1.000e-02, eta: 2 days, 19:30:37, time: 1.121, data_time: 0.325, memory: 7080, top1_acc: 0.3984, top5_acc: 0.6477, loss_cls: 2.6883, loss: 2.6883, grad_norm: 5.9811 2021-06-16 03:54:29,366 - mmaction - INFO - Epoch [2][720/3757] lr: 1.000e-02, eta: 2 days, 19:27:46, time: 1.149, data_time: 0.198, memory: 7080, top1_acc: 0.3883, top5_acc: 0.6633, loss_cls: 2.6733, loss: 2.6733, grad_norm: 5.9364 2021-06-16 03:54:52,565 - mmaction - INFO - Epoch [2][740/3757] lr: 1.000e-02, eta: 2 days, 19:25:07, time: 1.161, data_time: 0.002, memory: 7080, top1_acc: 0.3984, top5_acc: 0.6617, loss_cls: 2.7081, loss: 2.7081, grad_norm: 5.8754 2021-06-16 03:55:14,531 - mmaction - INFO - Epoch [2][760/3757] lr: 1.000e-02, eta: 2 days, 19:21:37, time: 1.098, data_time: 0.013, memory: 7080, top1_acc: 0.3766, top5_acc: 0.6266, loss_cls: 2.7879, loss: 2.7879, grad_norm: 5.9783 2021-06-16 03:55:37,025 - mmaction - INFO - Epoch [2][780/3757] lr: 1.000e-02, eta: 2 days, 19:18:29, time: 1.123, data_time: 0.016, memory: 7080, top1_acc: 0.3891, top5_acc: 0.6555, loss_cls: 2.7271, loss: 2.7271, grad_norm: 5.9231 2021-06-16 03:55:58,183 - mmaction - INFO - Epoch [2][800/3757] lr: 1.000e-02, eta: 2 days, 19:14:32, time: 1.060, data_time: 0.054, memory: 7080, top1_acc: 0.4109, top5_acc: 0.6758, loss_cls: 2.6326, loss: 2.6326, grad_norm: 5.8622 2021-06-16 03:56:20,978 - mmaction - INFO - Epoch [2][820/3757] lr: 1.000e-02, eta: 2 days, 19:11:41, time: 1.140, data_time: 0.032, memory: 7080, top1_acc: 0.3953, top5_acc: 0.6508, loss_cls: 2.6714, loss: 2.6714, grad_norm: 5.8066 2021-06-16 03:56:43,717 - mmaction - INFO - Epoch [2][840/3757] lr: 1.000e-02, eta: 2 days, 19:08:48, time: 1.136, data_time: 0.002, memory: 7080, top1_acc: 0.3906, top5_acc: 0.6508, loss_cls: 2.6773, loss: 2.6773, grad_norm: 5.9559 2021-06-16 03:57:06,091 - mmaction - INFO - Epoch [2][860/3757] lr: 1.000e-02, eta: 2 days, 19:05:42, time: 1.119, data_time: 0.003, memory: 7080, top1_acc: 0.3812, top5_acc: 0.6664, loss_cls: 2.6553, loss: 2.6553, grad_norm: 6.0226 2021-06-16 03:57:30,309 - mmaction - INFO - Epoch [2][880/3757] lr: 1.000e-02, eta: 2 days, 19:03:52, time: 1.212, data_time: 0.011, memory: 7080, top1_acc: 0.3914, top5_acc: 0.6578, loss_cls: 2.7104, loss: 2.7104, grad_norm: 6.1946 2021-06-16 03:57:52,944 - mmaction - INFO - Epoch [2][900/3757] lr: 1.000e-02, eta: 2 days, 19:00:58, time: 1.131, data_time: 0.002, memory: 7080, top1_acc: 0.4000, top5_acc: 0.6531, loss_cls: 2.6373, loss: 2.6373, grad_norm: 5.7198 2021-06-16 03:58:16,151 - mmaction - INFO - Epoch [2][920/3757] lr: 1.000e-02, eta: 2 days, 18:58:30, time: 1.161, data_time: 0.019, memory: 7080, top1_acc: 0.3797, top5_acc: 0.6484, loss_cls: 2.7042, loss: 2.7042, grad_norm: 5.8754 2021-06-16 03:58:37,859 - mmaction - INFO - Epoch [2][940/3757] lr: 1.000e-02, eta: 2 days, 18:55:04, time: 1.086, data_time: 0.016, memory: 7080, top1_acc: 0.4039, top5_acc: 0.6648, loss_cls: 2.6184, loss: 2.6184, grad_norm: 5.8763 2021-06-16 03:59:01,126 - mmaction - INFO - Epoch [2][960/3757] lr: 1.000e-02, eta: 2 days, 18:52:39, time: 1.163, data_time: 0.002, memory: 7080, top1_acc: 0.3984, top5_acc: 0.6727, loss_cls: 2.6246, loss: 2.6246, grad_norm: 6.0528 2021-06-16 03:59:23,110 - mmaction - INFO - Epoch [2][980/3757] lr: 1.000e-02, eta: 2 days, 18:49:26, time: 1.099, data_time: 0.002, memory: 7080, top1_acc: 0.3609, top5_acc: 0.6328, loss_cls: 2.7556, loss: 2.7556, grad_norm: 5.9621 2021-06-16 03:59:45,745 - mmaction - INFO - Epoch [2][1000/3757] lr: 1.000e-02, eta: 2 days, 18:46:40, time: 1.133, data_time: 0.002, memory: 7080, top1_acc: 0.4070, top5_acc: 0.6883, loss_cls: 2.5584, loss: 2.5584, grad_norm: 5.9607 2021-06-16 04:00:08,712 - mmaction - INFO - Epoch [2][1020/3757] lr: 1.000e-02, eta: 2 days, 18:44:04, time: 1.143, data_time: 0.003, memory: 7080, top1_acc: 0.3883, top5_acc: 0.6602, loss_cls: 2.6792, loss: 2.6792, grad_norm: 6.1729 2021-06-16 04:00:32,663 - mmaction - INFO - Epoch [2][1040/3757] lr: 1.000e-02, eta: 2 days, 18:42:13, time: 1.202, data_time: 0.006, memory: 7080, top1_acc: 0.4039, top5_acc: 0.6469, loss_cls: 2.7538, loss: 2.7538, grad_norm: 5.8310 2021-06-16 04:00:55,377 - mmaction - INFO - Epoch [2][1060/3757] lr: 1.000e-02, eta: 2 days, 18:39:33, time: 1.135, data_time: 0.001, memory: 7080, top1_acc: 0.3859, top5_acc: 0.6523, loss_cls: 2.6679, loss: 2.6679, grad_norm: 5.7255 2021-06-16 04:01:17,449 - mmaction - INFO - Epoch [2][1080/3757] lr: 1.000e-02, eta: 2 days, 18:36:29, time: 1.103, data_time: 0.005, memory: 7080, top1_acc: 0.3883, top5_acc: 0.6453, loss_cls: 2.7081, loss: 2.7081, grad_norm: 6.0369 2021-06-16 04:01:41,351 - mmaction - INFO - Epoch [2][1100/3757] lr: 1.000e-02, eta: 2 days, 18:34:37, time: 1.196, data_time: 0.002, memory: 7080, top1_acc: 0.3859, top5_acc: 0.6484, loss_cls: 2.6914, loss: 2.6914, grad_norm: 5.9650 2021-06-16 04:02:03,082 - mmaction - INFO - Epoch [2][1120/3757] lr: 1.000e-02, eta: 2 days, 18:31:24, time: 1.087, data_time: 0.002, memory: 7080, top1_acc: 0.3945, top5_acc: 0.6562, loss_cls: 2.6234, loss: 2.6234, grad_norm: 5.8944 2021-06-16 04:02:26,821 - mmaction - INFO - Epoch [2][1140/3757] lr: 1.000e-02, eta: 2 days, 18:29:26, time: 1.187, data_time: 0.001, memory: 7080, top1_acc: 0.4086, top5_acc: 0.6734, loss_cls: 2.5635, loss: 2.5635, grad_norm: 5.7486 2021-06-16 04:02:48,153 - mmaction - INFO - Epoch [2][1160/3757] lr: 1.000e-02, eta: 2 days, 18:25:59, time: 1.065, data_time: 0.001, memory: 7080, top1_acc: 0.3930, top5_acc: 0.6516, loss_cls: 2.6515, loss: 2.6515, grad_norm: 5.9018 2021-06-16 04:03:12,087 - mmaction - INFO - Epoch [2][1180/3757] lr: 1.000e-02, eta: 2 days, 18:24:12, time: 1.198, data_time: 0.002, memory: 7080, top1_acc: 0.3961, top5_acc: 0.6617, loss_cls: 2.6018, loss: 2.6018, grad_norm: 5.7723 2021-06-16 04:03:33,012 - mmaction - INFO - Epoch [2][1200/3757] lr: 1.000e-02, eta: 2 days, 18:20:33, time: 1.046, data_time: 0.003, memory: 7080, top1_acc: 0.4055, top5_acc: 0.6789, loss_cls: 2.5690, loss: 2.5690, grad_norm: 5.9539 2021-06-16 04:03:56,193 - mmaction - INFO - Epoch [2][1220/3757] lr: 1.000e-02, eta: 2 days, 18:18:18, time: 1.158, data_time: 0.001, memory: 7080, top1_acc: 0.3891, top5_acc: 0.6648, loss_cls: 2.6548, loss: 2.6548, grad_norm: 5.9524 2021-06-16 04:04:18,431 - mmaction - INFO - Epoch [2][1240/3757] lr: 1.000e-02, eta: 2 days, 18:15:32, time: 1.113, data_time: 0.003, memory: 7080, top1_acc: 0.4086, top5_acc: 0.6820, loss_cls: 2.5739, loss: 2.5739, grad_norm: 5.8251 2021-06-16 04:04:42,962 - mmaction - INFO - Epoch [2][1260/3757] lr: 1.000e-02, eta: 2 days, 18:14:07, time: 1.224, data_time: 0.002, memory: 7080, top1_acc: 0.3852, top5_acc: 0.6742, loss_cls: 2.7004, loss: 2.7004, grad_norm: 5.7222 2021-06-16 04:05:04,425 - mmaction - INFO - Epoch [2][1280/3757] lr: 1.000e-02, eta: 2 days, 18:10:55, time: 1.075, data_time: 0.004, memory: 7080, top1_acc: 0.4039, top5_acc: 0.6648, loss_cls: 2.6296, loss: 2.6296, grad_norm: 5.9266 2021-06-16 04:05:27,145 - mmaction - INFO - Epoch [2][1300/3757] lr: 1.000e-02, eta: 2 days, 18:08:27, time: 1.135, data_time: 0.003, memory: 7080, top1_acc: 0.4078, top5_acc: 0.6789, loss_cls: 2.6084, loss: 2.6084, grad_norm: 5.8126 2021-06-16 04:05:49,776 - mmaction - INFO - Epoch [2][1320/3757] lr: 1.000e-02, eta: 2 days, 18:05:58, time: 1.133, data_time: 0.004, memory: 7080, top1_acc: 0.4164, top5_acc: 0.6734, loss_cls: 2.5965, loss: 2.5965, grad_norm: 5.8704 2021-06-16 04:06:12,559 - mmaction - INFO - Epoch [2][1340/3757] lr: 1.000e-02, eta: 2 days, 18:03:36, time: 1.140, data_time: 0.002, memory: 7080, top1_acc: 0.3922, top5_acc: 0.6305, loss_cls: 2.7385, loss: 2.7385, grad_norm: 6.0201 2021-06-16 04:06:35,638 - mmaction - INFO - Epoch [2][1360/3757] lr: 1.000e-02, eta: 2 days, 18:01:25, time: 1.154, data_time: 0.001, memory: 7080, top1_acc: 0.4008, top5_acc: 0.6648, loss_cls: 2.6449, loss: 2.6449, grad_norm: 5.8603 2021-06-16 04:06:57,674 - mmaction - INFO - Epoch [2][1380/3757] lr: 1.000e-02, eta: 2 days, 17:58:37, time: 1.102, data_time: 0.004, memory: 7080, top1_acc: 0.4039, top5_acc: 0.6758, loss_cls: 2.6085, loss: 2.6085, grad_norm: 5.7543 2021-06-16 04:07:20,565 - mmaction - INFO - Epoch [2][1400/3757] lr: 1.000e-02, eta: 2 days, 17:56:21, time: 1.144, data_time: 0.002, memory: 7080, top1_acc: 0.4273, top5_acc: 0.6719, loss_cls: 2.5784, loss: 2.5784, grad_norm: 5.8301 2021-06-16 04:07:43,396 - mmaction - INFO - Epoch [2][1420/3757] lr: 1.000e-02, eta: 2 days, 17:54:03, time: 1.141, data_time: 0.002, memory: 7080, top1_acc: 0.4078, top5_acc: 0.6773, loss_cls: 2.6179, loss: 2.6179, grad_norm: 5.9555 2021-06-16 04:08:06,447 - mmaction - INFO - Epoch [2][1440/3757] lr: 1.000e-02, eta: 2 days, 17:51:55, time: 1.153, data_time: 0.062, memory: 7080, top1_acc: 0.3914, top5_acc: 0.6461, loss_cls: 2.7833, loss: 2.7833, grad_norm: 5.9143 2021-06-16 04:08:29,164 - mmaction - INFO - Epoch [2][1460/3757] lr: 1.000e-02, eta: 2 days, 17:49:36, time: 1.137, data_time: 0.024, memory: 7080, top1_acc: 0.4023, top5_acc: 0.6695, loss_cls: 2.6145, loss: 2.6145, grad_norm: 5.7666 2021-06-16 04:08:53,126 - mmaction - INFO - Epoch [2][1480/3757] lr: 1.000e-02, eta: 2 days, 17:48:00, time: 1.198, data_time: 0.001, memory: 7080, top1_acc: 0.3937, top5_acc: 0.6617, loss_cls: 2.6347, loss: 2.6347, grad_norm: 5.9307 2021-06-16 04:09:14,436 - mmaction - INFO - Epoch [2][1500/3757] lr: 1.000e-02, eta: 2 days, 17:44:53, time: 1.065, data_time: 0.001, memory: 7080, top1_acc: 0.3859, top5_acc: 0.6547, loss_cls: 2.7159, loss: 2.7159, grad_norm: 5.9235 2021-06-16 04:09:36,689 - mmaction - INFO - Epoch [2][1520/3757] lr: 1.000e-02, eta: 2 days, 17:42:17, time: 1.109, data_time: 0.003, memory: 7080, top1_acc: 0.4055, top5_acc: 0.6625, loss_cls: 2.6318, loss: 2.6318, grad_norm: 5.9594 2021-06-16 04:09:59,799 - mmaction - INFO - Epoch [2][1540/3757] lr: 1.000e-02, eta: 2 days, 17:40:18, time: 1.160, data_time: 0.006, memory: 7080, top1_acc: 0.4000, top5_acc: 0.6852, loss_cls: 2.6081, loss: 2.6081, grad_norm: 5.9643 2021-06-16 04:10:22,871 - mmaction - INFO - Epoch [2][1560/3757] lr: 1.000e-02, eta: 2 days, 17:38:14, time: 1.152, data_time: 0.003, memory: 7080, top1_acc: 0.4188, top5_acc: 0.6859, loss_cls: 2.5954, loss: 2.5954, grad_norm: 5.7594 2021-06-16 04:10:44,917 - mmaction - INFO - Epoch [2][1580/3757] lr: 1.000e-02, eta: 2 days, 17:35:37, time: 1.103, data_time: 0.003, memory: 7080, top1_acc: 0.4031, top5_acc: 0.6766, loss_cls: 2.6293, loss: 2.6293, grad_norm: 5.9795 2021-06-16 04:11:08,200 - mmaction - INFO - Epoch [2][1600/3757] lr: 1.000e-02, eta: 2 days, 17:33:43, time: 1.164, data_time: 0.002, memory: 7080, top1_acc: 0.4250, top5_acc: 0.6859, loss_cls: 2.5114, loss: 2.5114, grad_norm: 5.8563 2021-06-16 04:11:30,281 - mmaction - INFO - Epoch [2][1620/3757] lr: 1.000e-02, eta: 2 days, 17:31:08, time: 1.104, data_time: 0.002, memory: 7080, top1_acc: 0.3805, top5_acc: 0.6656, loss_cls: 2.6758, loss: 2.6758, grad_norm: 5.8980 2021-06-16 04:11:53,861 - mmaction - INFO - Epoch [2][1640/3757] lr: 1.000e-02, eta: 2 days, 17:29:26, time: 1.180, data_time: 0.080, memory: 7080, top1_acc: 0.3820, top5_acc: 0.6477, loss_cls: 2.7005, loss: 2.7005, grad_norm: 5.8142 2021-06-16 04:12:16,794 - mmaction - INFO - Epoch [2][1660/3757] lr: 1.000e-02, eta: 2 days, 17:27:22, time: 1.147, data_time: 0.089, memory: 7080, top1_acc: 0.3852, top5_acc: 0.6664, loss_cls: 2.6462, loss: 2.6462, grad_norm: 5.8001 2021-06-16 04:12:38,114 - mmaction - INFO - Epoch [2][1680/3757] lr: 1.000e-02, eta: 2 days, 17:24:25, time: 1.066, data_time: 0.004, memory: 7080, top1_acc: 0.3867, top5_acc: 0.6516, loss_cls: 2.7020, loss: 2.7020, grad_norm: 5.8353 2021-06-16 04:13:01,589 - mmaction - INFO - Epoch [2][1700/3757] lr: 1.000e-02, eta: 2 days, 17:22:41, time: 1.173, data_time: 0.001, memory: 7080, top1_acc: 0.3953, top5_acc: 0.6734, loss_cls: 2.5852, loss: 2.5852, grad_norm: 6.0443 2021-06-16 04:13:24,163 - mmaction - INFO - Epoch [2][1720/3757] lr: 1.000e-02, eta: 2 days, 17:20:27, time: 1.129, data_time: 0.002, memory: 7080, top1_acc: 0.4375, top5_acc: 0.6836, loss_cls: 2.5201, loss: 2.5201, grad_norm: 5.8114 2021-06-16 04:13:46,569 - mmaction - INFO - Epoch [2][1740/3757] lr: 1.000e-02, eta: 2 days, 17:18:09, time: 1.120, data_time: 0.001, memory: 7080, top1_acc: 0.3883, top5_acc: 0.6656, loss_cls: 2.6346, loss: 2.6346, grad_norm: 5.9103 2021-06-16 04:14:09,007 - mmaction - INFO - Epoch [2][1760/3757] lr: 1.000e-02, eta: 2 days, 17:15:52, time: 1.121, data_time: 0.002, memory: 7080, top1_acc: 0.3945, top5_acc: 0.6609, loss_cls: 2.6666, loss: 2.6666, grad_norm: 5.6842 2021-06-16 04:14:31,030 - mmaction - INFO - Epoch [2][1780/3757] lr: 1.000e-02, eta: 2 days, 17:13:23, time: 1.102, data_time: 0.003, memory: 7080, top1_acc: 0.3867, top5_acc: 0.6664, loss_cls: 2.6644, loss: 2.6644, grad_norm: 6.0251 2021-06-16 04:14:54,020 - mmaction - INFO - Epoch [2][1800/3757] lr: 1.000e-02, eta: 2 days, 17:11:27, time: 1.151, data_time: 0.002, memory: 7080, top1_acc: 0.4047, top5_acc: 0.6547, loss_cls: 2.7136, loss: 2.7136, grad_norm: 5.7858 2021-06-16 04:15:16,473 - mmaction - INFO - Epoch [2][1820/3757] lr: 1.000e-02, eta: 2 days, 17:09:13, time: 1.122, data_time: 0.001, memory: 7080, top1_acc: 0.4141, top5_acc: 0.6953, loss_cls: 2.4539, loss: 2.4539, grad_norm: 5.6405 2021-06-16 04:15:39,342 - mmaction - INFO - Epoch [2][1840/3757] lr: 1.000e-02, eta: 2 days, 17:07:14, time: 1.143, data_time: 0.020, memory: 7080, top1_acc: 0.3898, top5_acc: 0.6602, loss_cls: 2.6834, loss: 2.6834, grad_norm: 5.9178 2021-06-16 04:16:02,492 - mmaction - INFO - Epoch [2][1860/3757] lr: 1.000e-02, eta: 2 days, 17:05:25, time: 1.159, data_time: 0.002, memory: 7080, top1_acc: 0.4094, top5_acc: 0.6625, loss_cls: 2.6430, loss: 2.6430, grad_norm: 5.7442 2021-06-16 04:16:24,326 - mmaction - INFO - Epoch [2][1880/3757] lr: 1.000e-02, eta: 2 days, 17:02:54, time: 1.091, data_time: 0.001, memory: 7080, top1_acc: 0.4125, top5_acc: 0.6789, loss_cls: 2.5686, loss: 2.5686, grad_norm: 5.7830 2021-06-16 04:16:47,337 - mmaction - INFO - Epoch [2][1900/3757] lr: 1.000e-02, eta: 2 days, 17:01:01, time: 1.150, data_time: 0.005, memory: 7080, top1_acc: 0.4172, top5_acc: 0.6656, loss_cls: 2.5637, loss: 2.5637, grad_norm: 5.6248 2021-06-16 04:17:10,470 - mmaction - INFO - Epoch [2][1920/3757] lr: 1.000e-02, eta: 2 days, 16:59:12, time: 1.154, data_time: 0.002, memory: 7080, top1_acc: 0.4125, top5_acc: 0.6711, loss_cls: 2.5906, loss: 2.5906, grad_norm: 5.9356 2021-06-16 04:17:33,328 - mmaction - INFO - Epoch [2][1940/3757] lr: 1.000e-02, eta: 2 days, 16:57:17, time: 1.145, data_time: 0.004, memory: 7080, top1_acc: 0.4008, top5_acc: 0.6742, loss_cls: 2.6026, loss: 2.6026, grad_norm: 5.8972 2021-06-16 04:17:56,751 - mmaction - INFO - Epoch [2][1960/3757] lr: 1.000e-02, eta: 2 days, 16:55:38, time: 1.169, data_time: 0.002, memory: 7080, top1_acc: 0.4055, top5_acc: 0.6625, loss_cls: 2.6051, loss: 2.6051, grad_norm: 5.6366 2021-06-16 04:18:18,304 - mmaction - INFO - Epoch [2][1980/3757] lr: 1.000e-02, eta: 2 days, 16:53:03, time: 1.080, data_time: 0.004, memory: 7080, top1_acc: 0.4055, top5_acc: 0.6680, loss_cls: 2.6282, loss: 2.6282, grad_norm: 5.9210 2021-06-16 04:18:42,257 - mmaction - INFO - Epoch [2][2000/3757] lr: 1.000e-02, eta: 2 days, 16:51:43, time: 1.196, data_time: 0.003, memory: 7080, top1_acc: 0.3859, top5_acc: 0.6813, loss_cls: 2.5904, loss: 2.5904, grad_norm: 5.7856 2021-06-16 04:19:05,938 - mmaction - INFO - Epoch [2][2020/3757] lr: 1.000e-02, eta: 2 days, 16:50:17, time: 1.186, data_time: 0.003, memory: 7080, top1_acc: 0.3719, top5_acc: 0.6516, loss_cls: 2.7716, loss: 2.7716, grad_norm: 5.7521 2021-06-16 04:19:26,325 - mmaction - INFO - Epoch [2][2040/3757] lr: 1.000e-02, eta: 2 days, 16:47:06, time: 1.019, data_time: 0.001, memory: 7080, top1_acc: 0.4172, top5_acc: 0.6898, loss_cls: 2.5014, loss: 2.5014, grad_norm: 5.5589 2021-06-16 04:19:49,874 - mmaction - INFO - Epoch [2][2060/3757] lr: 1.000e-02, eta: 2 days, 16:45:35, time: 1.177, data_time: 0.004, memory: 7080, top1_acc: 0.4055, top5_acc: 0.6844, loss_cls: 2.5713, loss: 2.5713, grad_norm: 5.7991 2021-06-16 04:20:12,255 - mmaction - INFO - Epoch [2][2080/3757] lr: 1.000e-02, eta: 2 days, 16:43:27, time: 1.115, data_time: 0.030, memory: 7080, top1_acc: 0.4133, top5_acc: 0.6687, loss_cls: 2.5965, loss: 2.5965, grad_norm: 5.7103 2021-06-16 04:20:35,871 - mmaction - INFO - Epoch [2][2100/3757] lr: 1.000e-02, eta: 2 days, 16:42:02, time: 1.185, data_time: 0.005, memory: 7080, top1_acc: 0.3937, top5_acc: 0.6703, loss_cls: 2.6008, loss: 2.6008, grad_norm: 5.6561 2021-06-16 04:20:58,683 - mmaction - INFO - Epoch [2][2120/3757] lr: 1.000e-02, eta: 2 days, 16:40:10, time: 1.141, data_time: 0.001, memory: 7080, top1_acc: 0.4180, top5_acc: 0.6641, loss_cls: 2.6173, loss: 2.6173, grad_norm: 5.7602 2021-06-16 04:21:21,500 - mmaction - INFO - Epoch [2][2140/3757] lr: 1.000e-02, eta: 2 days, 16:38:18, time: 1.140, data_time: 0.001, memory: 7080, top1_acc: 0.4172, top5_acc: 0.6781, loss_cls: 2.5076, loss: 2.5076, grad_norm: 5.6749 2021-06-16 04:21:45,739 - mmaction - INFO - Epoch [2][2160/3757] lr: 1.000e-02, eta: 2 days, 16:37:12, time: 1.213, data_time: 0.002, memory: 7080, top1_acc: 0.4094, top5_acc: 0.6969, loss_cls: 2.5419, loss: 2.5419, grad_norm: 5.7792 2021-06-16 04:22:08,403 - mmaction - INFO - Epoch [2][2180/3757] lr: 1.000e-02, eta: 2 days, 16:35:17, time: 1.133, data_time: 0.001, memory: 7080, top1_acc: 0.4086, top5_acc: 0.6633, loss_cls: 2.6405, loss: 2.6405, grad_norm: 5.8143 2021-06-16 04:22:31,972 - mmaction - INFO - Epoch [2][2200/3757] lr: 1.000e-02, eta: 2 days, 16:33:50, time: 1.178, data_time: 0.003, memory: 7080, top1_acc: 0.4273, top5_acc: 0.7195, loss_cls: 2.4569, loss: 2.4569, grad_norm: 5.8560 2021-06-16 04:22:53,432 - mmaction - INFO - Epoch [2][2220/3757] lr: 1.000e-02, eta: 2 days, 16:31:20, time: 1.073, data_time: 0.003, memory: 7080, top1_acc: 0.4094, top5_acc: 0.6703, loss_cls: 2.6044, loss: 2.6044, grad_norm: 5.8894 2021-06-16 04:23:16,928 - mmaction - INFO - Epoch [2][2240/3757] lr: 1.000e-02, eta: 2 days, 16:29:53, time: 1.175, data_time: 0.002, memory: 7080, top1_acc: 0.4344, top5_acc: 0.6813, loss_cls: 2.5507, loss: 2.5507, grad_norm: 5.7139 2021-06-16 04:23:40,678 - mmaction - INFO - Epoch [2][2260/3757] lr: 1.000e-02, eta: 2 days, 16:28:33, time: 1.188, data_time: 0.002, memory: 7080, top1_acc: 0.4273, top5_acc: 0.6836, loss_cls: 2.4719, loss: 2.4719, grad_norm: 5.8213 2021-06-16 04:24:01,767 - mmaction - INFO - Epoch [2][2280/3757] lr: 1.000e-02, eta: 2 days, 16:25:54, time: 1.055, data_time: 0.002, memory: 7080, top1_acc: 0.4047, top5_acc: 0.6828, loss_cls: 2.5691, loss: 2.5691, grad_norm: 5.7853 2021-06-16 04:24:25,236 - mmaction - INFO - Epoch [2][2300/3757] lr: 1.000e-02, eta: 2 days, 16:24:27, time: 1.173, data_time: 0.001, memory: 7080, top1_acc: 0.4016, top5_acc: 0.6805, loss_cls: 2.5788, loss: 2.5788, grad_norm: 5.7264 2021-06-16 04:24:46,034 - mmaction - INFO - Epoch [2][2320/3757] lr: 1.000e-02, eta: 2 days, 16:21:39, time: 1.038, data_time: 0.002, memory: 7080, top1_acc: 0.4141, top5_acc: 0.6844, loss_cls: 2.5463, loss: 2.5463, grad_norm: 5.7500 2021-06-16 04:25:08,562 - mmaction - INFO - Epoch [2][2340/3757] lr: 1.000e-02, eta: 2 days, 16:19:47, time: 1.129, data_time: 0.004, memory: 7080, top1_acc: 0.3992, top5_acc: 0.6703, loss_cls: 2.6007, loss: 2.6007, grad_norm: 5.9827 2021-06-16 04:25:31,273 - mmaction - INFO - Epoch [2][2360/3757] lr: 1.000e-02, eta: 2 days, 16:17:59, time: 1.135, data_time: 0.001, memory: 7080, top1_acc: 0.3961, top5_acc: 0.6758, loss_cls: 2.5943, loss: 2.5943, grad_norm: 5.8174 2021-06-16 04:25:54,064 - mmaction - INFO - Epoch [2][2380/3757] lr: 1.000e-02, eta: 2 days, 16:16:14, time: 1.140, data_time: 0.003, memory: 7080, top1_acc: 0.4047, top5_acc: 0.6617, loss_cls: 2.6739, loss: 2.6739, grad_norm: 5.8845 2021-06-16 04:26:17,250 - mmaction - INFO - Epoch [2][2400/3757] lr: 1.000e-02, eta: 2 days, 16:14:41, time: 1.160, data_time: 0.002, memory: 7080, top1_acc: 0.4086, top5_acc: 0.6594, loss_cls: 2.5715, loss: 2.5715, grad_norm: 5.7608 2021-06-16 04:26:40,027 - mmaction - INFO - Epoch [2][2420/3757] lr: 1.000e-02, eta: 2 days, 16:12:57, time: 1.139, data_time: 0.001, memory: 7080, top1_acc: 0.4047, top5_acc: 0.6758, loss_cls: 2.5522, loss: 2.5522, grad_norm: 5.8852 2021-06-16 04:27:02,424 - mmaction - INFO - Epoch [2][2440/3757] lr: 1.000e-02, eta: 2 days, 16:11:02, time: 1.119, data_time: 0.001, memory: 7080, top1_acc: 0.4133, top5_acc: 0.6875, loss_cls: 2.5417, loss: 2.5417, grad_norm: 5.7962 2021-06-16 04:27:24,375 - mmaction - INFO - Epoch [2][2460/3757] lr: 1.000e-02, eta: 2 days, 16:08:55, time: 1.099, data_time: 0.002, memory: 7080, top1_acc: 0.4289, top5_acc: 0.6945, loss_cls: 2.4890, loss: 2.4890, grad_norm: 5.6722 2021-06-16 04:27:46,694 - mmaction - INFO - Epoch [2][2480/3757] lr: 1.000e-02, eta: 2 days, 16:06:58, time: 1.115, data_time: 0.003, memory: 7080, top1_acc: 0.4164, top5_acc: 0.6875, loss_cls: 2.4970, loss: 2.4970, grad_norm: 5.7221 2021-06-16 04:28:09,579 - mmaction - INFO - Epoch [2][2500/3757] lr: 1.000e-02, eta: 2 days, 16:05:19, time: 1.144, data_time: 0.027, memory: 7080, top1_acc: 0.4086, top5_acc: 0.6836, loss_cls: 2.4952, loss: 2.4952, grad_norm: 5.8861 2021-06-16 04:28:32,123 - mmaction - INFO - Epoch [2][2520/3757] lr: 1.000e-02, eta: 2 days, 16:03:31, time: 1.128, data_time: 0.021, memory: 7080, top1_acc: 0.4008, top5_acc: 0.6813, loss_cls: 2.5677, loss: 2.5677, grad_norm: 5.7609 2021-06-16 04:28:54,155 - mmaction - INFO - Epoch [2][2540/3757] lr: 1.000e-02, eta: 2 days, 16:01:29, time: 1.101, data_time: 0.130, memory: 7080, top1_acc: 0.4375, top5_acc: 0.7008, loss_cls: 2.4358, loss: 2.4358, grad_norm: 5.9995 2021-06-16 04:29:18,904 - mmaction - INFO - Epoch [2][2560/3757] lr: 1.000e-02, eta: 2 days, 16:00:45, time: 1.238, data_time: 0.276, memory: 7080, top1_acc: 0.3891, top5_acc: 0.6469, loss_cls: 2.7228, loss: 2.7228, grad_norm: 5.9292 2021-06-16 04:29:41,471 - mmaction - INFO - Epoch [2][2580/3757] lr: 1.000e-02, eta: 2 days, 15:58:58, time: 1.127, data_time: 0.067, memory: 7080, top1_acc: 0.3977, top5_acc: 0.6656, loss_cls: 2.6181, loss: 2.6181, grad_norm: 5.7602 2021-06-16 04:30:03,916 - mmaction - INFO - Epoch [2][2600/3757] lr: 1.000e-02, eta: 2 days, 15:57:09, time: 1.122, data_time: 0.006, memory: 7080, top1_acc: 0.4055, top5_acc: 0.6852, loss_cls: 2.5868, loss: 2.5868, grad_norm: 5.8249 2021-06-16 04:30:25,727 - mmaction - INFO - Epoch [2][2620/3757] lr: 1.000e-02, eta: 2 days, 15:55:00, time: 1.086, data_time: 0.018, memory: 7080, top1_acc: 0.4172, top5_acc: 0.6867, loss_cls: 2.5392, loss: 2.5392, grad_norm: 5.9074 2021-06-16 04:30:47,989 - mmaction - INFO - Epoch [2][2640/3757] lr: 1.000e-02, eta: 2 days, 15:53:09, time: 1.118, data_time: 0.013, memory: 7080, top1_acc: 0.3773, top5_acc: 0.6578, loss_cls: 2.6907, loss: 2.6907, grad_norm: 5.9474 2021-06-16 04:31:11,612 - mmaction - INFO - Epoch [2][2660/3757] lr: 1.000e-02, eta: 2 days, 15:51:55, time: 1.181, data_time: 0.011, memory: 7080, top1_acc: 0.4008, top5_acc: 0.6750, loss_cls: 2.5330, loss: 2.5330, grad_norm: 5.9026 2021-06-16 04:31:35,955 - mmaction - INFO - Epoch [2][2680/3757] lr: 1.000e-02, eta: 2 days, 15:51:02, time: 1.218, data_time: 0.003, memory: 7080, top1_acc: 0.4148, top5_acc: 0.6781, loss_cls: 2.5546, loss: 2.5546, grad_norm: 5.8379 2021-06-16 04:31:58,878 - mmaction - INFO - Epoch [2][2700/3757] lr: 1.000e-02, eta: 2 days, 15:49:28, time: 1.146, data_time: 0.002, memory: 7080, top1_acc: 0.4180, top5_acc: 0.6680, loss_cls: 2.5751, loss: 2.5751, grad_norm: 5.8476 2021-06-16 04:32:20,357 - mmaction - INFO - Epoch [2][2720/3757] lr: 1.000e-02, eta: 2 days, 15:47:16, time: 1.075, data_time: 0.002, memory: 7080, top1_acc: 0.4297, top5_acc: 0.6844, loss_cls: 2.5282, loss: 2.5282, grad_norm: 6.1511 2021-06-16 04:32:43,608 - mmaction - INFO - Epoch [2][2740/3757] lr: 1.000e-02, eta: 2 days, 15:45:51, time: 1.160, data_time: 0.001, memory: 7080, top1_acc: 0.4164, top5_acc: 0.6773, loss_cls: 2.5109, loss: 2.5109, grad_norm: 5.7033 2021-06-16 04:33:06,190 - mmaction - INFO - Epoch [2][2760/3757] lr: 1.000e-02, eta: 2 days, 15:44:10, time: 1.130, data_time: 0.004, memory: 7080, top1_acc: 0.4227, top5_acc: 0.6695, loss_cls: 2.5612, loss: 2.5612, grad_norm: 5.7191 2021-06-16 04:33:29,588 - mmaction - INFO - Epoch [2][2780/3757] lr: 1.000e-02, eta: 2 days, 15:42:53, time: 1.171, data_time: 0.003, memory: 7080, top1_acc: 0.4055, top5_acc: 0.6945, loss_cls: 2.5215, loss: 2.5215, grad_norm: 5.7862 2021-06-16 04:33:51,981 - mmaction - INFO - Epoch [2][2800/3757] lr: 1.000e-02, eta: 2 days, 15:41:07, time: 1.119, data_time: 0.001, memory: 7080, top1_acc: 0.4117, top5_acc: 0.6898, loss_cls: 2.5224, loss: 2.5224, grad_norm: 5.8801 2021-06-16 04:34:14,339 - mmaction - INFO - Epoch [2][2820/3757] lr: 1.000e-02, eta: 2 days, 15:39:21, time: 1.118, data_time: 0.004, memory: 7080, top1_acc: 0.4078, top5_acc: 0.6648, loss_cls: 2.5789, loss: 2.5789, grad_norm: 5.6362 2021-06-16 04:34:37,792 - mmaction - INFO - Epoch [2][2840/3757] lr: 1.000e-02, eta: 2 days, 15:38:05, time: 1.172, data_time: 0.002, memory: 7080, top1_acc: 0.4234, top5_acc: 0.7008, loss_cls: 2.4796, loss: 2.4796, grad_norm: 5.5124 2021-06-16 04:35:00,789 - mmaction - INFO - Epoch [2][2860/3757] lr: 1.000e-02, eta: 2 days, 15:36:37, time: 1.151, data_time: 0.002, memory: 7080, top1_acc: 0.4195, top5_acc: 0.6992, loss_cls: 2.4475, loss: 2.4475, grad_norm: 5.7976 2021-06-16 04:35:22,101 - mmaction - INFO - Epoch [2][2880/3757] lr: 1.000e-02, eta: 2 days, 15:34:24, time: 1.066, data_time: 0.002, memory: 7080, top1_acc: 0.4211, top5_acc: 0.6734, loss_cls: 2.5539, loss: 2.5539, grad_norm: 5.8469 2021-06-16 04:35:46,479 - mmaction - INFO - Epoch [2][2900/3757] lr: 1.000e-02, eta: 2 days, 15:33:35, time: 1.219, data_time: 0.003, memory: 7080, top1_acc: 0.4164, top5_acc: 0.7164, loss_cls: 2.4478, loss: 2.4478, grad_norm: 5.9615 2021-06-16 04:36:08,350 - mmaction - INFO - Epoch [2][2920/3757] lr: 1.000e-02, eta: 2 days, 15:31:38, time: 1.094, data_time: 0.002, memory: 7080, top1_acc: 0.4039, top5_acc: 0.6633, loss_cls: 2.6065, loss: 2.6065, grad_norm: 5.9229 2021-06-16 04:36:30,087 - mmaction - INFO - Epoch [2][2940/3757] lr: 1.000e-02, eta: 2 days, 15:29:37, time: 1.086, data_time: 0.001, memory: 7080, top1_acc: 0.4211, top5_acc: 0.6852, loss_cls: 2.5397, loss: 2.5397, grad_norm: 5.5288 2021-06-16 04:36:54,200 - mmaction - INFO - Epoch [2][2960/3757] lr: 1.000e-02, eta: 2 days, 15:28:42, time: 1.206, data_time: 0.002, memory: 7080, top1_acc: 0.3953, top5_acc: 0.6859, loss_cls: 2.5916, loss: 2.5916, grad_norm: 5.7002 2021-06-16 04:37:16,293 - mmaction - INFO - Epoch [2][2980/3757] lr: 1.000e-02, eta: 2 days, 15:26:52, time: 1.105, data_time: 0.002, memory: 7080, top1_acc: 0.4141, top5_acc: 0.6750, loss_cls: 2.5652, loss: 2.5652, grad_norm: 5.6974 2021-06-16 04:37:38,814 - mmaction - INFO - Epoch [2][3000/3757] lr: 1.000e-02, eta: 2 days, 15:25:14, time: 1.125, data_time: 0.002, memory: 7080, top1_acc: 0.4102, top5_acc: 0.6883, loss_cls: 2.5219, loss: 2.5219, grad_norm: 5.5941 2021-06-16 04:38:01,469 - mmaction - INFO - Epoch [2][3020/3757] lr: 1.000e-02, eta: 2 days, 15:23:40, time: 1.133, data_time: 0.103, memory: 7080, top1_acc: 0.4109, top5_acc: 0.6805, loss_cls: 2.5809, loss: 2.5809, grad_norm: 5.6228 2021-06-16 04:38:24,506 - mmaction - INFO - Epoch [2][3040/3757] lr: 1.000e-02, eta: 2 days, 15:22:17, time: 1.151, data_time: 0.112, memory: 7080, top1_acc: 0.4258, top5_acc: 0.6852, loss_cls: 2.5217, loss: 2.5217, grad_norm: 5.5685 2021-06-16 04:38:46,112 - mmaction - INFO - Epoch [2][3060/3757] lr: 1.000e-02, eta: 2 days, 15:20:17, time: 1.082, data_time: 0.305, memory: 7080, top1_acc: 0.4555, top5_acc: 0.7102, loss_cls: 2.3953, loss: 2.3953, grad_norm: 5.6789 2021-06-16 04:39:09,925 - mmaction - INFO - Epoch [2][3080/3757] lr: 1.000e-02, eta: 2 days, 15:19:15, time: 1.190, data_time: 0.145, memory: 7080, top1_acc: 0.4273, top5_acc: 0.7070, loss_cls: 2.4724, loss: 2.4724, grad_norm: 5.9182 2021-06-16 04:39:32,750 - mmaction - INFO - Epoch [2][3100/3757] lr: 1.000e-02, eta: 2 days, 15:17:46, time: 1.138, data_time: 0.002, memory: 7080, top1_acc: 0.4062, top5_acc: 0.6891, loss_cls: 2.5439, loss: 2.5439, grad_norm: 6.0812 2021-06-16 04:39:55,654 - mmaction - INFO - Epoch [2][3120/3757] lr: 1.000e-02, eta: 2 days, 15:16:23, time: 1.149, data_time: 0.005, memory: 7080, top1_acc: 0.4156, top5_acc: 0.6781, loss_cls: 2.5577, loss: 2.5577, grad_norm: 5.7032 2021-06-16 04:40:18,941 - mmaction - INFO - Epoch [2][3140/3757] lr: 1.000e-02, eta: 2 days, 15:15:08, time: 1.165, data_time: 0.002, memory: 7080, top1_acc: 0.4297, top5_acc: 0.6789, loss_cls: 2.5276, loss: 2.5276, grad_norm: 5.6559 2021-06-16 04:40:41,863 - mmaction - INFO - Epoch [2][3160/3757] lr: 1.000e-02, eta: 2 days, 15:13:44, time: 1.145, data_time: 0.001, memory: 7080, top1_acc: 0.4359, top5_acc: 0.6945, loss_cls: 2.4112, loss: 2.4112, grad_norm: 5.5529 2021-06-16 04:41:04,943 - mmaction - INFO - Epoch [2][3180/3757] lr: 1.000e-02, eta: 2 days, 15:12:25, time: 1.154, data_time: 0.002, memory: 7080, top1_acc: 0.4383, top5_acc: 0.6883, loss_cls: 2.4472, loss: 2.4472, grad_norm: 5.6806 2021-06-16 04:41:26,407 - mmaction - INFO - Epoch [2][3200/3757] lr: 1.000e-02, eta: 2 days, 15:10:24, time: 1.073, data_time: 0.002, memory: 7080, top1_acc: 0.4266, top5_acc: 0.6898, loss_cls: 2.4684, loss: 2.4684, grad_norm: 5.7423 2021-06-16 04:41:49,171 - mmaction - INFO - Epoch [2][3220/3757] lr: 1.000e-02, eta: 2 days, 15:08:57, time: 1.137, data_time: 0.001, memory: 7080, top1_acc: 0.4055, top5_acc: 0.6734, loss_cls: 2.6361, loss: 2.6361, grad_norm: 5.9586 2021-06-16 04:42:12,426 - mmaction - INFO - Epoch [2][3240/3757] lr: 1.000e-02, eta: 2 days, 15:07:42, time: 1.161, data_time: 0.009, memory: 7080, top1_acc: 0.3836, top5_acc: 0.6758, loss_cls: 2.5982, loss: 2.5982, grad_norm: 5.9185 2021-06-16 04:42:34,388 - mmaction - INFO - Epoch [2][3260/3757] lr: 1.000e-02, eta: 2 days, 15:05:56, time: 1.101, data_time: 0.019, memory: 7080, top1_acc: 0.4195, top5_acc: 0.6805, loss_cls: 2.5686, loss: 2.5686, grad_norm: 5.6346 2021-06-16 04:42:57,473 - mmaction - INFO - Epoch [2][3280/3757] lr: 1.000e-02, eta: 2 days, 15:04:39, time: 1.154, data_time: 0.031, memory: 7080, top1_acc: 0.4492, top5_acc: 0.7008, loss_cls: 2.4000, loss: 2.4000, grad_norm: 5.5622 2021-06-16 04:43:21,480 - mmaction - INFO - Epoch [2][3300/3757] lr: 1.000e-02, eta: 2 days, 15:03:45, time: 1.200, data_time: 0.127, memory: 7080, top1_acc: 0.4320, top5_acc: 0.6953, loss_cls: 2.3891, loss: 2.3891, grad_norm: 5.6132 2021-06-16 04:43:43,761 - mmaction - INFO - Epoch [2][3320/3757] lr: 1.000e-02, eta: 2 days, 15:02:08, time: 1.114, data_time: 0.004, memory: 7080, top1_acc: 0.3953, top5_acc: 0.6805, loss_cls: 2.5665, loss: 2.5665, grad_norm: 5.8853 2021-06-16 04:44:05,525 - mmaction - INFO - Epoch [2][3340/3757] lr: 1.000e-02, eta: 2 days, 15:00:17, time: 1.088, data_time: 0.016, memory: 7080, top1_acc: 0.3961, top5_acc: 0.6859, loss_cls: 2.5503, loss: 2.5503, grad_norm: 5.7613 2021-06-16 04:44:27,714 - mmaction - INFO - Epoch [2][3360/3757] lr: 1.000e-02, eta: 2 days, 14:58:38, time: 1.109, data_time: 0.150, memory: 7080, top1_acc: 0.4023, top5_acc: 0.6891, loss_cls: 2.5711, loss: 2.5711, grad_norm: 5.8552 2021-06-16 04:44:51,351 - mmaction - INFO - Epoch [2][3380/3757] lr: 1.000e-02, eta: 2 days, 14:57:37, time: 1.182, data_time: 0.299, memory: 7080, top1_acc: 0.4398, top5_acc: 0.6984, loss_cls: 2.4556, loss: 2.4556, grad_norm: 5.6719 2021-06-16 04:45:14,796 - mmaction - INFO - Epoch [2][3400/3757] lr: 1.000e-02, eta: 2 days, 14:56:29, time: 1.171, data_time: 0.062, memory: 7080, top1_acc: 0.4320, top5_acc: 0.6977, loss_cls: 2.4367, loss: 2.4367, grad_norm: 5.6446 2021-06-16 04:45:36,001 - mmaction - INFO - Epoch [2][3420/3757] lr: 1.000e-02, eta: 2 days, 14:54:28, time: 1.062, data_time: 0.004, memory: 7080, top1_acc: 0.4148, top5_acc: 0.7016, loss_cls: 2.5002, loss: 2.5002, grad_norm: 5.8803 2021-06-16 04:45:59,009 - mmaction - INFO - Epoch [2][3440/3757] lr: 1.000e-02, eta: 2 days, 14:53:11, time: 1.150, data_time: 0.003, memory: 7080, top1_acc: 0.4047, top5_acc: 0.6594, loss_cls: 2.6164, loss: 2.6164, grad_norm: 5.7768 2021-06-16 04:46:22,210 - mmaction - INFO - Epoch [2][3460/3757] lr: 1.000e-02, eta: 2 days, 14:51:59, time: 1.160, data_time: 0.015, memory: 7080, top1_acc: 0.4242, top5_acc: 0.6820, loss_cls: 2.5238, loss: 2.5238, grad_norm: 5.7835 2021-06-16 04:46:45,302 - mmaction - INFO - Epoch [2][3480/3757] lr: 1.000e-02, eta: 2 days, 14:50:45, time: 1.155, data_time: 0.044, memory: 7080, top1_acc: 0.4109, top5_acc: 0.6680, loss_cls: 2.5976, loss: 2.5976, grad_norm: 5.7003 2021-06-16 04:47:07,963 - mmaction - INFO - Epoch [2][3500/3757] lr: 1.000e-02, eta: 2 days, 14:49:20, time: 1.132, data_time: 0.064, memory: 7080, top1_acc: 0.3922, top5_acc: 0.6906, loss_cls: 2.5649, loss: 2.5649, grad_norm: 5.8608 2021-06-16 04:47:31,135 - mmaction - INFO - Epoch [2][3520/3757] lr: 1.000e-02, eta: 2 days, 14:48:08, time: 1.158, data_time: 0.002, memory: 7080, top1_acc: 0.4297, top5_acc: 0.7023, loss_cls: 2.4538, loss: 2.4538, grad_norm: 5.6719 2021-06-16 04:47:54,528 - mmaction - INFO - Epoch [2][3540/3757] lr: 1.000e-02, eta: 2 days, 14:47:03, time: 1.170, data_time: 0.002, memory: 7080, top1_acc: 0.4055, top5_acc: 0.6945, loss_cls: 2.5576, loss: 2.5576, grad_norm: 5.7656 2021-06-16 04:48:16,047 - mmaction - INFO - Epoch [2][3560/3757] lr: 1.000e-02, eta: 2 days, 14:45:11, time: 1.075, data_time: 0.001, memory: 7080, top1_acc: 0.4156, top5_acc: 0.6773, loss_cls: 2.5639, loss: 2.5639, grad_norm: 5.6167 2021-06-16 04:48:38,165 - mmaction - INFO - Epoch [2][3580/3757] lr: 1.000e-02, eta: 2 days, 14:43:34, time: 1.106, data_time: 0.002, memory: 7080, top1_acc: 0.4297, top5_acc: 0.6906, loss_cls: 2.4390, loss: 2.4390, grad_norm: 5.6413 2021-06-16 04:49:01,732 - mmaction - INFO - Epoch [2][3600/3757] lr: 1.000e-02, eta: 2 days, 14:42:34, time: 1.179, data_time: 0.002, memory: 7080, top1_acc: 0.4117, top5_acc: 0.6789, loss_cls: 2.5908, loss: 2.5908, grad_norm: 5.8820 2021-06-16 04:49:24,916 - mmaction - INFO - Epoch [2][3620/3757] lr: 1.000e-02, eta: 2 days, 14:41:24, time: 1.159, data_time: 0.001, memory: 7080, top1_acc: 0.4453, top5_acc: 0.7148, loss_cls: 2.4720, loss: 2.4720, grad_norm: 5.9538 2021-06-16 04:49:48,256 - mmaction - INFO - Epoch [2][3640/3757] lr: 1.000e-02, eta: 2 days, 14:40:18, time: 1.165, data_time: 0.001, memory: 7080, top1_acc: 0.4289, top5_acc: 0.6852, loss_cls: 2.5328, loss: 2.5328, grad_norm: 5.6573 2021-06-16 04:50:09,742 - mmaction - INFO - Epoch [2][3660/3757] lr: 1.000e-02, eta: 2 days, 14:38:27, time: 1.073, data_time: 0.003, memory: 7080, top1_acc: 0.4391, top5_acc: 0.6937, loss_cls: 2.4582, loss: 2.4582, grad_norm: 5.5754 2021-06-16 04:50:32,153 - mmaction - INFO - Epoch [2][3680/3757] lr: 1.000e-02, eta: 2 days, 14:36:58, time: 1.119, data_time: 0.004, memory: 7080, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.4997, loss: 2.4997, grad_norm: 5.8674 2021-06-16 04:50:55,700 - mmaction - INFO - Epoch [2][3700/3757] lr: 1.000e-02, eta: 2 days, 14:36:00, time: 1.180, data_time: 0.006, memory: 7080, top1_acc: 0.4297, top5_acc: 0.6906, loss_cls: 2.4937, loss: 2.4937, grad_norm: 5.7426 2021-06-16 04:51:17,865 - mmaction - INFO - Epoch [2][3720/3757] lr: 1.000e-02, eta: 2 days, 14:34:27, time: 1.108, data_time: 0.002, memory: 7080, top1_acc: 0.4195, top5_acc: 0.6727, loss_cls: 2.5891, loss: 2.5891, grad_norm: 5.8045 2021-06-16 04:51:40,411 - mmaction - INFO - Epoch [2][3740/3757] lr: 1.000e-02, eta: 2 days, 14:33:03, time: 1.127, data_time: 0.002, memory: 7080, top1_acc: 0.4352, top5_acc: 0.7039, loss_cls: 2.4558, loss: 2.4558, grad_norm: 5.6212 2021-06-16 04:52:04,206 - mmaction - INFO - Saving checkpoint at 2 epochs 2021-06-16 04:59:41,006 - mmaction - INFO - Epoch [3][20/3757] lr: 1.000e-02, eta: 2 days, 17:15:41, time: 22.792, data_time: 22.035, memory: 7080, top1_acc: 0.4273, top5_acc: 0.7094, loss_cls: 2.3977, loss: 2.3977, grad_norm: 5.7391 2021-06-16 05:00:02,861 - mmaction - INFO - Epoch [3][40/3757] lr: 1.000e-02, eta: 2 days, 17:13:34, time: 1.092, data_time: 0.260, memory: 7080, top1_acc: 0.4391, top5_acc: 0.7070, loss_cls: 2.4256, loss: 2.4256, grad_norm: 5.7443 2021-06-16 05:00:24,596 - mmaction - INFO - Epoch [3][60/3757] lr: 1.000e-02, eta: 2 days, 17:11:26, time: 1.089, data_time: 0.305, memory: 7080, top1_acc: 0.4422, top5_acc: 0.7227, loss_cls: 2.3850, loss: 2.3850, grad_norm: 5.5814 2021-06-16 05:00:47,830 - mmaction - INFO - Epoch [3][80/3757] lr: 1.000e-02, eta: 2 days, 17:09:55, time: 1.164, data_time: 0.312, memory: 7080, top1_acc: 0.4445, top5_acc: 0.7164, loss_cls: 2.3695, loss: 2.3695, grad_norm: 5.5788 2021-06-16 05:01:10,493 - mmaction - INFO - Epoch [3][100/3757] lr: 1.000e-02, eta: 2 days, 17:08:09, time: 1.133, data_time: 0.002, memory: 7080, top1_acc: 0.4289, top5_acc: 0.6891, loss_cls: 2.4965, loss: 2.4965, grad_norm: 5.9677 2021-06-16 05:01:33,618 - mmaction - INFO - Epoch [3][120/3757] lr: 1.000e-02, eta: 2 days, 17:06:34, time: 1.156, data_time: 0.055, memory: 7080, top1_acc: 0.4305, top5_acc: 0.6930, loss_cls: 2.4275, loss: 2.4275, grad_norm: 5.7530 2021-06-16 05:01:56,615 - mmaction - INFO - Epoch [3][140/3757] lr: 1.000e-02, eta: 2 days, 17:04:57, time: 1.150, data_time: 0.004, memory: 7080, top1_acc: 0.4367, top5_acc: 0.6984, loss_cls: 2.4444, loss: 2.4444, grad_norm: 5.6667 2021-06-16 05:02:18,175 - mmaction - INFO - Epoch [3][160/3757] lr: 1.000e-02, eta: 2 days, 17:02:46, time: 1.076, data_time: 0.003, memory: 7080, top1_acc: 0.4094, top5_acc: 0.6820, loss_cls: 2.5380, loss: 2.5380, grad_norm: 5.8397 2021-06-16 05:02:41,020 - mmaction - INFO - Epoch [3][180/3757] lr: 1.000e-02, eta: 2 days, 17:01:07, time: 1.144, data_time: 0.006, memory: 7080, top1_acc: 0.4352, top5_acc: 0.7055, loss_cls: 2.4510, loss: 2.4510, grad_norm: 5.7772 2021-06-16 05:03:04,336 - mmaction - INFO - Epoch [3][200/3757] lr: 1.000e-02, eta: 2 days, 16:59:38, time: 1.164, data_time: 0.002, memory: 7080, top1_acc: 0.4359, top5_acc: 0.6969, loss_cls: 2.4500, loss: 2.4500, grad_norm: 5.7097 2021-06-16 05:03:26,836 - mmaction - INFO - Epoch [3][220/3757] lr: 1.000e-02, eta: 2 days, 16:57:52, time: 1.127, data_time: 0.003, memory: 7080, top1_acc: 0.4305, top5_acc: 0.6984, loss_cls: 2.4336, loss: 2.4336, grad_norm: 5.7066 2021-06-16 05:03:49,263 - mmaction - INFO - Epoch [3][240/3757] lr: 1.000e-02, eta: 2 days, 16:56:02, time: 1.117, data_time: 0.001, memory: 7080, top1_acc: 0.4445, top5_acc: 0.7008, loss_cls: 2.3726, loss: 2.3726, grad_norm: 5.6076 2021-06-16 05:04:12,453 - mmaction - INFO - Epoch [3][260/3757] lr: 1.000e-02, eta: 2 days, 16:54:33, time: 1.163, data_time: 0.005, memory: 7080, top1_acc: 0.4383, top5_acc: 0.6977, loss_cls: 2.4329, loss: 2.4329, grad_norm: 5.7458 2021-06-16 05:04:35,877 - mmaction - INFO - Epoch [3][280/3757] lr: 1.000e-02, eta: 2 days, 16:53:09, time: 1.172, data_time: 0.181, memory: 7080, top1_acc: 0.4648, top5_acc: 0.7172, loss_cls: 2.2746, loss: 2.2746, grad_norm: 5.5119 2021-06-16 05:04:56,954 - mmaction - INFO - Epoch [3][300/3757] lr: 1.000e-02, eta: 2 days, 16:50:51, time: 1.053, data_time: 0.030, memory: 7080, top1_acc: 0.4461, top5_acc: 0.7070, loss_cls: 2.4087, loss: 2.4087, grad_norm: 5.7701 2021-06-16 05:05:20,263 - mmaction - INFO - Epoch [3][320/3757] lr: 1.000e-02, eta: 2 days, 16:49:25, time: 1.166, data_time: 0.053, memory: 7080, top1_acc: 0.4516, top5_acc: 0.7250, loss_cls: 2.3771, loss: 2.3771, grad_norm: 5.8620 2021-06-16 05:05:43,057 - mmaction - INFO - Epoch [3][340/3757] lr: 1.000e-02, eta: 2 days, 16:47:47, time: 1.139, data_time: 0.170, memory: 7080, top1_acc: 0.4219, top5_acc: 0.7125, loss_cls: 2.4801, loss: 2.4801, grad_norm: 5.7521 2021-06-16 05:06:05,201 - mmaction - INFO - Epoch [3][360/3757] lr: 1.000e-02, eta: 2 days, 16:45:55, time: 1.108, data_time: 0.002, memory: 7080, top1_acc: 0.4367, top5_acc: 0.6906, loss_cls: 2.4885, loss: 2.4885, grad_norm: 5.8147 2021-06-16 05:06:29,200 - mmaction - INFO - Epoch [3][380/3757] lr: 1.000e-02, eta: 2 days, 16:44:46, time: 1.201, data_time: 0.002, memory: 7080, top1_acc: 0.4508, top5_acc: 0.7133, loss_cls: 2.4613, loss: 2.4613, grad_norm: 5.5326 2021-06-16 05:06:52,354 - mmaction - INFO - Epoch [3][400/3757] lr: 1.000e-02, eta: 2 days, 16:43:16, time: 1.156, data_time: 0.001, memory: 7080, top1_acc: 0.4320, top5_acc: 0.6797, loss_cls: 2.4480, loss: 2.4480, grad_norm: 5.7184 2021-06-16 05:07:15,644 - mmaction - INFO - Epoch [3][420/3757] lr: 1.000e-02, eta: 2 days, 16:41:52, time: 1.166, data_time: 0.003, memory: 7080, top1_acc: 0.4242, top5_acc: 0.6898, loss_cls: 2.4882, loss: 2.4882, grad_norm: 5.7758 2021-06-16 05:07:37,841 - mmaction - INFO - Epoch [3][440/3757] lr: 1.000e-02, eta: 2 days, 16:40:03, time: 1.110, data_time: 0.003, memory: 7080, top1_acc: 0.4375, top5_acc: 0.6992, loss_cls: 2.4295, loss: 2.4295, grad_norm: 5.8032 2021-06-16 05:08:01,218 - mmaction - INFO - Epoch [3][460/3757] lr: 1.000e-02, eta: 2 days, 16:38:40, time: 1.169, data_time: 0.001, memory: 7080, top1_acc: 0.4297, top5_acc: 0.6969, loss_cls: 2.4574, loss: 2.4574, grad_norm: 5.7180 2021-06-16 05:08:21,967 - mmaction - INFO - Epoch [3][480/3757] lr: 1.000e-02, eta: 2 days, 16:36:19, time: 1.037, data_time: 0.002, memory: 7080, top1_acc: 0.4297, top5_acc: 0.6883, loss_cls: 2.4612, loss: 2.4612, grad_norm: 5.8082 2021-06-16 05:08:44,100 - mmaction - INFO - Epoch [3][500/3757] lr: 1.000e-02, eta: 2 days, 16:34:29, time: 1.106, data_time: 0.002, memory: 7080, top1_acc: 0.4273, top5_acc: 0.6883, loss_cls: 2.4992, loss: 2.4992, grad_norm: 5.8748 2021-06-16 05:09:07,176 - mmaction - INFO - Epoch [3][520/3757] lr: 1.000e-02, eta: 2 days, 16:33:02, time: 1.155, data_time: 0.002, memory: 7080, top1_acc: 0.4344, top5_acc: 0.7023, loss_cls: 2.4034, loss: 2.4034, grad_norm: 5.6372 2021-06-16 05:09:29,523 - mmaction - INFO - Epoch [3][540/3757] lr: 1.000e-02, eta: 2 days, 16:31:14, time: 1.110, data_time: 0.001, memory: 7080, top1_acc: 0.4570, top5_acc: 0.7031, loss_cls: 2.3858, loss: 2.3858, grad_norm: 5.6914 2021-06-16 05:09:52,605 - mmaction - INFO - Epoch [3][560/3757] lr: 1.000e-02, eta: 2 days, 16:29:50, time: 1.161, data_time: 0.019, memory: 7080, top1_acc: 0.4586, top5_acc: 0.7133, loss_cls: 2.3860, loss: 2.3860, grad_norm: 5.6364 2021-06-16 05:10:15,937 - mmaction - INFO - Epoch [3][580/3757] lr: 1.000e-02, eta: 2 days, 16:28:29, time: 1.167, data_time: 0.177, memory: 7080, top1_acc: 0.4242, top5_acc: 0.7047, loss_cls: 2.4188, loss: 2.4188, grad_norm: 5.5582 2021-06-16 05:10:39,529 - mmaction - INFO - Epoch [3][600/3757] lr: 1.000e-02, eta: 2 days, 16:27:12, time: 1.176, data_time: 0.238, memory: 7080, top1_acc: 0.4617, top5_acc: 0.7172, loss_cls: 2.3877, loss: 2.3877, grad_norm: 5.5212 2021-06-16 05:11:02,028 - mmaction - INFO - Epoch [3][620/3757] lr: 1.000e-02, eta: 2 days, 16:25:34, time: 1.127, data_time: 0.067, memory: 7080, top1_acc: 0.4156, top5_acc: 0.7109, loss_cls: 2.4473, loss: 2.4473, grad_norm: 5.7504 2021-06-16 05:11:24,634 - mmaction - INFO - Epoch [3][640/3757] lr: 1.000e-02, eta: 2 days, 16:23:55, time: 1.123, data_time: 0.002, memory: 7080, top1_acc: 0.4625, top5_acc: 0.7164, loss_cls: 2.3326, loss: 2.3326, grad_norm: 5.6361 2021-06-16 05:11:49,070 - mmaction - INFO - Epoch [3][660/3757] lr: 1.000e-02, eta: 2 days, 16:23:02, time: 1.230, data_time: 0.012, memory: 7080, top1_acc: 0.4406, top5_acc: 0.7031, loss_cls: 2.3799, loss: 2.3799, grad_norm: 5.7750 2021-06-16 05:12:10,653 - mmaction - INFO - Epoch [3][680/3757] lr: 1.000e-02, eta: 2 days, 16:21:04, time: 1.079, data_time: 0.001, memory: 7080, top1_acc: 0.4586, top5_acc: 0.7055, loss_cls: 2.4030, loss: 2.4030, grad_norm: 5.6632 2021-06-16 05:12:32,493 - mmaction - INFO - Epoch [3][700/3757] lr: 1.000e-02, eta: 2 days, 16:19:12, time: 1.092, data_time: 0.001, memory: 7080, top1_acc: 0.4328, top5_acc: 0.6961, loss_cls: 2.4947, loss: 2.4947, grad_norm: 5.6724 2021-06-16 05:12:54,945 - mmaction - INFO - Epoch [3][720/3757] lr: 1.000e-02, eta: 2 days, 16:17:30, time: 1.116, data_time: 0.002, memory: 7080, top1_acc: 0.4602, top5_acc: 0.7188, loss_cls: 2.3581, loss: 2.3581, grad_norm: 5.7104 2021-06-16 05:13:17,672 - mmaction - INFO - Epoch [3][740/3757] lr: 1.000e-02, eta: 2 days, 16:16:01, time: 1.143, data_time: 0.012, memory: 7080, top1_acc: 0.4492, top5_acc: 0.6969, loss_cls: 2.4351, loss: 2.4351, grad_norm: 5.7689 2021-06-16 05:13:40,412 - mmaction - INFO - Epoch [3][760/3757] lr: 1.000e-02, eta: 2 days, 16:14:28, time: 1.134, data_time: 0.002, memory: 7080, top1_acc: 0.4656, top5_acc: 0.7242, loss_cls: 2.3264, loss: 2.3264, grad_norm: 5.4857 2021-06-16 05:14:04,463 - mmaction - INFO - Epoch [3][780/3757] lr: 1.000e-02, eta: 2 days, 16:13:26, time: 1.204, data_time: 0.005, memory: 7080, top1_acc: 0.4625, top5_acc: 0.7023, loss_cls: 2.3899, loss: 2.3899, grad_norm: 5.5630 2021-06-16 05:14:25,691 - mmaction - INFO - Epoch [3][800/3757] lr: 1.000e-02, eta: 2 days, 16:11:24, time: 1.064, data_time: 0.005, memory: 7080, top1_acc: 0.4430, top5_acc: 0.7094, loss_cls: 2.4194, loss: 2.4194, grad_norm: 5.6904 2021-06-16 05:14:47,307 - mmaction - INFO - Epoch [3][820/3757] lr: 1.000e-02, eta: 2 days, 16:09:28, time: 1.078, data_time: 0.002, memory: 7080, top1_acc: 0.4445, top5_acc: 0.7008, loss_cls: 2.4683, loss: 2.4683, grad_norm: 5.6519 2021-06-16 05:15:08,922 - mmaction - INFO - Epoch [3][840/3757] lr: 1.000e-02, eta: 2 days, 16:07:31, time: 1.076, data_time: 0.005, memory: 7080, top1_acc: 0.4422, top5_acc: 0.6883, loss_cls: 2.4743, loss: 2.4743, grad_norm: 5.6211 2021-06-16 05:15:31,793 - mmaction - INFO - Epoch [3][860/3757] lr: 1.000e-02, eta: 2 days, 16:06:08, time: 1.150, data_time: 0.009, memory: 7080, top1_acc: 0.4547, top5_acc: 0.7016, loss_cls: 2.3923, loss: 2.3923, grad_norm: 5.5786 2021-06-16 05:15:54,523 - mmaction - INFO - Epoch [3][880/3757] lr: 1.000e-02, eta: 2 days, 16:04:37, time: 1.134, data_time: 0.142, memory: 7080, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.3319, loss: 2.3319, grad_norm: 5.6115 2021-06-16 05:16:17,063 - mmaction - INFO - Epoch [3][900/3757] lr: 1.000e-02, eta: 2 days, 16:03:05, time: 1.129, data_time: 0.164, memory: 7080, top1_acc: 0.4172, top5_acc: 0.6805, loss_cls: 2.5096, loss: 2.5096, grad_norm: 5.6227 2021-06-16 05:16:40,107 - mmaction - INFO - Epoch [3][920/3757] lr: 1.000e-02, eta: 2 days, 16:01:43, time: 1.153, data_time: 0.078, memory: 7080, top1_acc: 0.4297, top5_acc: 0.7172, loss_cls: 2.3990, loss: 2.3990, grad_norm: 5.7970 2021-06-16 05:17:03,421 - mmaction - INFO - Epoch [3][940/3757] lr: 1.000e-02, eta: 2 days, 16:00:27, time: 1.165, data_time: 0.003, memory: 7080, top1_acc: 0.4711, top5_acc: 0.7203, loss_cls: 2.3120, loss: 2.3120, grad_norm: 5.5898 2021-06-16 05:17:25,430 - mmaction - INFO - Epoch [3][960/3757] lr: 1.000e-02, eta: 2 days, 15:58:43, time: 1.101, data_time: 0.103, memory: 7080, top1_acc: 0.4406, top5_acc: 0.7031, loss_cls: 2.4003, loss: 2.4003, grad_norm: 5.5871 2021-06-16 05:17:48,111 - mmaction - INFO - Epoch [3][980/3757] lr: 1.000e-02, eta: 2 days, 15:57:13, time: 1.132, data_time: 0.159, memory: 7080, top1_acc: 0.4336, top5_acc: 0.6883, loss_cls: 2.4515, loss: 2.4515, grad_norm: 5.7180 2021-06-16 05:18:11,371 - mmaction - INFO - Epoch [3][1000/3757] lr: 1.000e-02, eta: 2 days, 15:55:57, time: 1.165, data_time: 0.004, memory: 7080, top1_acc: 0.4484, top5_acc: 0.7180, loss_cls: 2.3095, loss: 2.3095, grad_norm: 5.7941 2021-06-16 05:18:34,441 - mmaction - INFO - Epoch [3][1020/3757] lr: 1.000e-02, eta: 2 days, 15:54:37, time: 1.154, data_time: 0.002, memory: 7080, top1_acc: 0.4406, top5_acc: 0.7031, loss_cls: 2.4140, loss: 2.4140, grad_norm: 5.6767 2021-06-16 05:18:57,888 - mmaction - INFO - Epoch [3][1040/3757] lr: 1.000e-02, eta: 2 days, 15:53:24, time: 1.169, data_time: 0.001, memory: 7080, top1_acc: 0.4461, top5_acc: 0.7141, loss_cls: 2.3785, loss: 2.3785, grad_norm: 5.8049 2021-06-16 05:19:20,284 - mmaction - INFO - Epoch [3][1060/3757] lr: 1.000e-02, eta: 2 days, 15:51:51, time: 1.123, data_time: 0.005, memory: 7080, top1_acc: 0.4547, top5_acc: 0.7141, loss_cls: 2.3556, loss: 2.3556, grad_norm: 5.7290 2021-06-16 05:19:43,225 - mmaction - INFO - Epoch [3][1080/3757] lr: 1.000e-02, eta: 2 days, 15:50:29, time: 1.146, data_time: 0.004, memory: 7080, top1_acc: 0.4445, top5_acc: 0.7125, loss_cls: 2.3929, loss: 2.3929, grad_norm: 5.6835 2021-06-16 05:20:07,201 - mmaction - INFO - Epoch [3][1100/3757] lr: 1.000e-02, eta: 2 days, 15:49:29, time: 1.200, data_time: 0.002, memory: 7080, top1_acc: 0.4430, top5_acc: 0.7000, loss_cls: 2.4426, loss: 2.4426, grad_norm: 5.5522 2021-06-16 05:20:29,830 - mmaction - INFO - Epoch [3][1120/3757] lr: 1.000e-02, eta: 2 days, 15:48:01, time: 1.131, data_time: 0.001, memory: 7080, top1_acc: 0.4258, top5_acc: 0.7078, loss_cls: 2.4452, loss: 2.4452, grad_norm: 5.7740 2021-06-16 05:20:52,371 - mmaction - INFO - Epoch [3][1140/3757] lr: 1.000e-02, eta: 2 days, 15:46:31, time: 1.127, data_time: 0.001, memory: 7080, top1_acc: 0.4734, top5_acc: 0.7258, loss_cls: 2.3426, loss: 2.3426, grad_norm: 5.7938 2021-06-16 05:21:15,110 - mmaction - INFO - Epoch [3][1160/3757] lr: 1.000e-02, eta: 2 days, 15:45:06, time: 1.138, data_time: 0.002, memory: 7080, top1_acc: 0.4422, top5_acc: 0.7211, loss_cls: 2.3273, loss: 2.3273, grad_norm: 5.6294 2021-06-16 05:21:37,535 - mmaction - INFO - Epoch [3][1180/3757] lr: 1.000e-02, eta: 2 days, 15:43:32, time: 1.115, data_time: 0.006, memory: 7080, top1_acc: 0.4500, top5_acc: 0.7008, loss_cls: 2.4366, loss: 2.4366, grad_norm: 5.5995 2021-06-16 05:22:00,485 - mmaction - INFO - Epoch [3][1200/3757] lr: 1.000e-02, eta: 2 days, 15:42:14, time: 1.153, data_time: 0.009, memory: 7080, top1_acc: 0.4313, top5_acc: 0.6969, loss_cls: 2.4441, loss: 2.4441, grad_norm: 5.6682 2021-06-16 05:22:22,007 - mmaction - INFO - Epoch [3][1220/3757] lr: 1.000e-02, eta: 2 days, 15:40:25, time: 1.077, data_time: 0.096, memory: 7080, top1_acc: 0.4359, top5_acc: 0.7078, loss_cls: 2.5063, loss: 2.5063, grad_norm: 5.7521 2021-06-16 05:22:45,725 - mmaction - INFO - Epoch [3][1240/3757] lr: 1.000e-02, eta: 2 days, 15:39:21, time: 1.186, data_time: 0.067, memory: 7080, top1_acc: 0.4500, top5_acc: 0.7141, loss_cls: 2.3247, loss: 2.3247, grad_norm: 5.5280 2021-06-16 05:23:08,487 - mmaction - INFO - Epoch [3][1260/3757] lr: 1.000e-02, eta: 2 days, 15:37:57, time: 1.138, data_time: 0.015, memory: 7080, top1_acc: 0.4664, top5_acc: 0.7219, loss_cls: 2.2467, loss: 2.2467, grad_norm: 5.5603 2021-06-16 05:23:31,750 - mmaction - INFO - Epoch [3][1280/3757] lr: 1.000e-02, eta: 2 days, 15:36:45, time: 1.163, data_time: 0.002, memory: 7080, top1_acc: 0.4352, top5_acc: 0.7023, loss_cls: 2.4190, loss: 2.4190, grad_norm: 5.7267 2021-06-16 05:23:54,525 - mmaction - INFO - Epoch [3][1300/3757] lr: 1.000e-02, eta: 2 days, 15:35:22, time: 1.139, data_time: 0.001, memory: 7080, top1_acc: 0.4430, top5_acc: 0.7078, loss_cls: 2.3498, loss: 2.3498, grad_norm: 5.7109 2021-06-16 05:24:16,741 - mmaction - INFO - Epoch [3][1320/3757] lr: 1.000e-02, eta: 2 days, 15:33:47, time: 1.106, data_time: 0.001, memory: 7080, top1_acc: 0.4406, top5_acc: 0.7063, loss_cls: 2.4155, loss: 2.4155, grad_norm: 5.7475 2021-06-16 05:24:39,386 - mmaction - INFO - Epoch [3][1340/3757] lr: 1.000e-02, eta: 2 days, 15:32:24, time: 1.137, data_time: 0.006, memory: 7080, top1_acc: 0.4406, top5_acc: 0.6883, loss_cls: 2.4597, loss: 2.4597, grad_norm: 5.6503 2021-06-16 05:25:01,340 - mmaction - INFO - Epoch [3][1360/3757] lr: 1.000e-02, eta: 2 days, 15:30:46, time: 1.097, data_time: 0.001, memory: 7080, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.4384, loss: 2.4384, grad_norm: 5.7593 2021-06-16 05:25:23,578 - mmaction - INFO - Epoch [3][1380/3757] lr: 1.000e-02, eta: 2 days, 15:29:14, time: 1.112, data_time: 0.001, memory: 7080, top1_acc: 0.4461, top5_acc: 0.7055, loss_cls: 2.4396, loss: 2.4396, grad_norm: 5.7246 2021-06-16 05:25:46,580 - mmaction - INFO - Epoch [3][1400/3757] lr: 1.000e-02, eta: 2 days, 15:27:57, time: 1.150, data_time: 0.002, memory: 7080, top1_acc: 0.4758, top5_acc: 0.7203, loss_cls: 2.3218, loss: 2.3218, grad_norm: 5.7286 2021-06-16 05:26:09,080 - mmaction - INFO - Epoch [3][1420/3757] lr: 1.000e-02, eta: 2 days, 15:26:30, time: 1.124, data_time: 0.002, memory: 7080, top1_acc: 0.4383, top5_acc: 0.6930, loss_cls: 2.4796, loss: 2.4796, grad_norm: 5.5842 2021-06-16 05:26:30,461 - mmaction - INFO - Epoch [3][1440/3757] lr: 1.000e-02, eta: 2 days, 15:24:42, time: 1.070, data_time: 0.003, memory: 7080, top1_acc: 0.4648, top5_acc: 0.7141, loss_cls: 2.3304, loss: 2.3304, grad_norm: 5.6104 2021-06-16 05:26:53,615 - mmaction - INFO - Epoch [3][1460/3757] lr: 1.000e-02, eta: 2 days, 15:23:29, time: 1.158, data_time: 0.001, memory: 7080, top1_acc: 0.4180, top5_acc: 0.7039, loss_cls: 2.4393, loss: 2.4393, grad_norm: 5.5544 2021-06-16 05:27:15,967 - mmaction - INFO - Epoch [3][1480/3757] lr: 1.000e-02, eta: 2 days, 15:22:01, time: 1.118, data_time: 0.005, memory: 7080, top1_acc: 0.4484, top5_acc: 0.7156, loss_cls: 2.3521, loss: 2.3521, grad_norm: 5.7465 2021-06-16 05:27:38,788 - mmaction - INFO - Epoch [3][1500/3757] lr: 1.000e-02, eta: 2 days, 15:20:42, time: 1.140, data_time: 0.001, memory: 7080, top1_acc: 0.4367, top5_acc: 0.6977, loss_cls: 2.4569, loss: 2.4569, grad_norm: 5.6553 2021-06-16 05:28:01,103 - mmaction - INFO - Epoch [3][1520/3757] lr: 1.000e-02, eta: 2 days, 15:19:13, time: 1.116, data_time: 0.003, memory: 7080, top1_acc: 0.4297, top5_acc: 0.7039, loss_cls: 2.3907, loss: 2.3907, grad_norm: 5.5937 2021-06-16 05:28:24,145 - mmaction - INFO - Epoch [3][1540/3757] lr: 1.000e-02, eta: 2 days, 15:17:59, time: 1.153, data_time: 0.017, memory: 7080, top1_acc: 0.4469, top5_acc: 0.7172, loss_cls: 2.4033, loss: 2.4033, grad_norm: 5.7224 2021-06-16 05:28:46,702 - mmaction - INFO - Epoch [3][1560/3757] lr: 1.000e-02, eta: 2 days, 15:16:36, time: 1.128, data_time: 0.003, memory: 7080, top1_acc: 0.4633, top5_acc: 0.7234, loss_cls: 2.3277, loss: 2.3277, grad_norm: 5.3886 2021-06-16 05:29:10,618 - mmaction - INFO - Epoch [3][1580/3757] lr: 1.000e-02, eta: 2 days, 15:15:40, time: 1.196, data_time: 0.159, memory: 7080, top1_acc: 0.4516, top5_acc: 0.7305, loss_cls: 2.3056, loss: 2.3056, grad_norm: 5.5991 2021-06-16 05:29:33,217 - mmaction - INFO - Epoch [3][1600/3757] lr: 1.000e-02, eta: 2 days, 15:14:18, time: 1.130, data_time: 0.001, memory: 7080, top1_acc: 0.4430, top5_acc: 0.7141, loss_cls: 2.3598, loss: 2.3598, grad_norm: 5.7822 2021-06-16 05:29:55,477 - mmaction - INFO - Epoch [3][1620/3757] lr: 1.000e-02, eta: 2 days, 15:12:49, time: 1.111, data_time: 0.002, memory: 7080, top1_acc: 0.4375, top5_acc: 0.6961, loss_cls: 2.4365, loss: 2.4365, grad_norm: 5.5838 2021-06-16 05:30:17,564 - mmaction - INFO - Epoch [3][1640/3757] lr: 1.000e-02, eta: 2 days, 15:11:18, time: 1.106, data_time: 0.003, memory: 7080, top1_acc: 0.4406, top5_acc: 0.6867, loss_cls: 2.4752, loss: 2.4752, grad_norm: 5.5775 2021-06-16 05:30:40,710 - mmaction - INFO - Epoch [3][1660/3757] lr: 1.000e-02, eta: 2 days, 15:10:06, time: 1.154, data_time: 0.003, memory: 7080, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.4210, loss: 2.4210, grad_norm: 5.5833 2021-06-16 05:31:02,778 - mmaction - INFO - Epoch [3][1680/3757] lr: 1.000e-02, eta: 2 days, 15:08:36, time: 1.107, data_time: 0.005, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7234, loss_cls: 2.2720, loss: 2.2720, grad_norm: 5.5027 2021-06-16 05:31:24,818 - mmaction - INFO - Epoch [3][1700/3757] lr: 1.000e-02, eta: 2 days, 15:07:04, time: 1.101, data_time: 0.081, memory: 7080, top1_acc: 0.4523, top5_acc: 0.7117, loss_cls: 2.3496, loss: 2.3496, grad_norm: 5.6635 2021-06-16 05:31:47,274 - mmaction - INFO - Epoch [3][1720/3757] lr: 1.000e-02, eta: 2 days, 15:05:42, time: 1.123, data_time: 0.162, memory: 7080, top1_acc: 0.4477, top5_acc: 0.7023, loss_cls: 2.4255, loss: 2.4255, grad_norm: 5.5758 2021-06-16 05:32:09,122 - mmaction - INFO - Epoch [3][1740/3757] lr: 1.000e-02, eta: 2 days, 15:04:07, time: 1.093, data_time: 0.340, memory: 7080, top1_acc: 0.4656, top5_acc: 0.7148, loss_cls: 2.3291, loss: 2.3291, grad_norm: 5.4828 2021-06-16 05:32:33,061 - mmaction - INFO - Epoch [3][1760/3757] lr: 1.000e-02, eta: 2 days, 15:03:13, time: 1.197, data_time: 0.087, memory: 7080, top1_acc: 0.4508, top5_acc: 0.7063, loss_cls: 2.3262, loss: 2.3262, grad_norm: 5.5493 2021-06-16 05:32:55,462 - mmaction - INFO - Epoch [3][1780/3757] lr: 1.000e-02, eta: 2 days, 15:01:49, time: 1.119, data_time: 0.001, memory: 7080, top1_acc: 0.4664, top5_acc: 0.7094, loss_cls: 2.2922, loss: 2.2922, grad_norm: 5.4268 2021-06-16 05:33:18,073 - mmaction - INFO - Epoch [3][1800/3757] lr: 1.000e-02, eta: 2 days, 15:00:30, time: 1.131, data_time: 0.003, memory: 7080, top1_acc: 0.4734, top5_acc: 0.7141, loss_cls: 2.2909, loss: 2.2909, grad_norm: 5.5236 2021-06-16 05:33:40,837 - mmaction - INFO - Epoch [3][1820/3757] lr: 1.000e-02, eta: 2 days, 14:59:14, time: 1.137, data_time: 0.001, memory: 7080, top1_acc: 0.4672, top5_acc: 0.7312, loss_cls: 2.2984, loss: 2.2984, grad_norm: 5.6039 2021-06-16 05:34:03,379 - mmaction - INFO - Epoch [3][1840/3757] lr: 1.000e-02, eta: 2 days, 14:57:54, time: 1.128, data_time: 0.003, memory: 7080, top1_acc: 0.4578, top5_acc: 0.7141, loss_cls: 2.3325, loss: 2.3325, grad_norm: 5.5814 2021-06-16 05:34:27,177 - mmaction - INFO - Epoch [3][1860/3757] lr: 1.000e-02, eta: 2 days, 14:56:58, time: 1.191, data_time: 0.002, memory: 7080, top1_acc: 0.4297, top5_acc: 0.7008, loss_cls: 2.4488, loss: 2.4488, grad_norm: 5.6773 2021-06-16 05:34:49,079 - mmaction - INFO - Epoch [3][1880/3757] lr: 1.000e-02, eta: 2 days, 14:55:26, time: 1.095, data_time: 0.001, memory: 7080, top1_acc: 0.4547, top5_acc: 0.7031, loss_cls: 2.3764, loss: 2.3764, grad_norm: 5.4657 2021-06-16 05:35:11,717 - mmaction - INFO - Epoch [3][1900/3757] lr: 1.000e-02, eta: 2 days, 14:54:09, time: 1.132, data_time: 0.003, memory: 7080, top1_acc: 0.4609, top5_acc: 0.7156, loss_cls: 2.3001, loss: 2.3001, grad_norm: 5.4371 2021-06-16 05:35:34,945 - mmaction - INFO - Epoch [3][1920/3757] lr: 1.000e-02, eta: 2 days, 14:53:02, time: 1.158, data_time: 0.002, memory: 7080, top1_acc: 0.4359, top5_acc: 0.7195, loss_cls: 2.3890, loss: 2.3890, grad_norm: 5.5926 2021-06-16 05:35:56,215 - mmaction - INFO - Epoch [3][1940/3757] lr: 1.000e-02, eta: 2 days, 14:51:20, time: 1.066, data_time: 0.005, memory: 7080, top1_acc: 0.4344, top5_acc: 0.6992, loss_cls: 2.4088, loss: 2.4088, grad_norm: 5.4579 2021-06-16 05:36:19,472 - mmaction - INFO - Epoch [3][1960/3757] lr: 1.000e-02, eta: 2 days, 14:50:15, time: 1.164, data_time: 0.002, memory: 7080, top1_acc: 0.4344, top5_acc: 0.7297, loss_cls: 2.3381, loss: 2.3381, grad_norm: 5.5633 2021-06-16 05:36:42,707 - mmaction - INFO - Epoch [3][1980/3757] lr: 1.000e-02, eta: 2 days, 14:49:10, time: 1.161, data_time: 0.001, memory: 7080, top1_acc: 0.4305, top5_acc: 0.6984, loss_cls: 2.4544, loss: 2.4544, grad_norm: 5.5493 2021-06-16 05:37:04,309 - mmaction - INFO - Epoch [3][2000/3757] lr: 1.000e-02, eta: 2 days, 14:47:34, time: 1.080, data_time: 0.001, memory: 7080, top1_acc: 0.4437, top5_acc: 0.6953, loss_cls: 2.4198, loss: 2.4198, grad_norm: 5.5321 2021-06-16 05:37:27,281 - mmaction - INFO - Epoch [3][2020/3757] lr: 1.000e-02, eta: 2 days, 14:46:24, time: 1.149, data_time: 0.002, memory: 7080, top1_acc: 0.4297, top5_acc: 0.6984, loss_cls: 2.4268, loss: 2.4268, grad_norm: 5.6794 2021-06-16 05:37:48,976 - mmaction - INFO - Epoch [3][2040/3757] lr: 1.000e-02, eta: 2 days, 14:44:50, time: 1.085, data_time: 0.001, memory: 7080, top1_acc: 0.4711, top5_acc: 0.7023, loss_cls: 2.3791, loss: 2.3791, grad_norm: 5.5819 2021-06-16 05:38:11,139 - mmaction - INFO - Epoch [3][2060/3757] lr: 1.000e-02, eta: 2 days, 14:43:25, time: 1.106, data_time: 0.002, memory: 7080, top1_acc: 0.4500, top5_acc: 0.7266, loss_cls: 2.3341, loss: 2.3341, grad_norm: 5.7457 2021-06-16 05:38:34,771 - mmaction - INFO - Epoch [3][2080/3757] lr: 1.000e-02, eta: 2 days, 14:42:29, time: 1.184, data_time: 0.004, memory: 7080, top1_acc: 0.4375, top5_acc: 0.7172, loss_cls: 2.3827, loss: 2.3827, grad_norm: 5.6513 2021-06-16 05:38:58,148 - mmaction - INFO - Epoch [3][2100/3757] lr: 1.000e-02, eta: 2 days, 14:41:26, time: 1.166, data_time: 0.002, memory: 7080, top1_acc: 0.4664, top5_acc: 0.7063, loss_cls: 2.3684, loss: 2.3684, grad_norm: 5.6316 2021-06-16 05:39:21,488 - mmaction - INFO - Epoch [3][2120/3757] lr: 1.000e-02, eta: 2 days, 14:40:25, time: 1.170, data_time: 0.004, memory: 7080, top1_acc: 0.4539, top5_acc: 0.7141, loss_cls: 2.3807, loss: 2.3807, grad_norm: 5.5302 2021-06-16 05:39:42,938 - mmaction - INFO - Epoch [3][2140/3757] lr: 1.000e-02, eta: 2 days, 14:38:48, time: 1.072, data_time: 0.002, memory: 7080, top1_acc: 0.4406, top5_acc: 0.7086, loss_cls: 2.3281, loss: 2.3281, grad_norm: 5.4761 2021-06-16 05:40:06,270 - mmaction - INFO - Epoch [3][2160/3757] lr: 1.000e-02, eta: 2 days, 14:37:47, time: 1.167, data_time: 0.002, memory: 7080, top1_acc: 0.4383, top5_acc: 0.6961, loss_cls: 2.4611, loss: 2.4611, grad_norm: 5.6940 2021-06-16 05:40:28,735 - mmaction - INFO - Epoch [3][2180/3757] lr: 1.000e-02, eta: 2 days, 14:36:29, time: 1.123, data_time: 0.039, memory: 7080, top1_acc: 0.4141, top5_acc: 0.6906, loss_cls: 2.4928, loss: 2.4928, grad_norm: 5.7011 2021-06-16 05:40:51,624 - mmaction - INFO - Epoch [3][2200/3757] lr: 1.000e-02, eta: 2 days, 14:35:20, time: 1.145, data_time: 0.023, memory: 7080, top1_acc: 0.4508, top5_acc: 0.7000, loss_cls: 2.4064, loss: 2.4064, grad_norm: 5.5768 2021-06-16 05:41:13,730 - mmaction - INFO - Epoch [3][2220/3757] lr: 1.000e-02, eta: 2 days, 14:33:56, time: 1.104, data_time: 0.013, memory: 7080, top1_acc: 0.4445, top5_acc: 0.7055, loss_cls: 2.4148, loss: 2.4148, grad_norm: 5.5036 2021-06-16 05:41:36,109 - mmaction - INFO - Epoch [3][2240/3757] lr: 1.000e-02, eta: 2 days, 14:32:37, time: 1.118, data_time: 0.092, memory: 7080, top1_acc: 0.4531, top5_acc: 0.7211, loss_cls: 2.3487, loss: 2.3487, grad_norm: 5.4262 2021-06-16 05:41:58,465 - mmaction - INFO - Epoch [3][2260/3757] lr: 1.000e-02, eta: 2 days, 14:31:18, time: 1.118, data_time: 0.004, memory: 7080, top1_acc: 0.4445, top5_acc: 0.7102, loss_cls: 2.4377, loss: 2.4377, grad_norm: 5.4390 2021-06-16 05:42:21,764 - mmaction - INFO - Epoch [3][2280/3757] lr: 1.000e-02, eta: 2 days, 14:30:18, time: 1.166, data_time: 0.002, memory: 7080, top1_acc: 0.4500, top5_acc: 0.7094, loss_cls: 2.3434, loss: 2.3434, grad_norm: 5.6392 2021-06-16 05:42:43,631 - mmaction - INFO - Epoch [3][2300/3757] lr: 1.000e-02, eta: 2 days, 14:28:49, time: 1.089, data_time: 0.002, memory: 7080, top1_acc: 0.4641, top5_acc: 0.7273, loss_cls: 2.3251, loss: 2.3251, grad_norm: 5.3710 2021-06-16 05:43:06,705 - mmaction - INFO - Epoch [3][2320/3757] lr: 1.000e-02, eta: 2 days, 14:27:45, time: 1.157, data_time: 0.007, memory: 7080, top1_acc: 0.4430, top5_acc: 0.7094, loss_cls: 2.3647, loss: 2.3647, grad_norm: 5.6473 2021-06-16 05:43:29,785 - mmaction - INFO - Epoch [3][2340/3757] lr: 1.000e-02, eta: 2 days, 14:26:41, time: 1.155, data_time: 0.003, memory: 7080, top1_acc: 0.4547, top5_acc: 0.7148, loss_cls: 2.3400, loss: 2.3400, grad_norm: 5.5351 2021-06-16 05:43:51,676 - mmaction - INFO - Epoch [3][2360/3757] lr: 1.000e-02, eta: 2 days, 14:25:14, time: 1.093, data_time: 0.001, memory: 7080, top1_acc: 0.4508, top5_acc: 0.7234, loss_cls: 2.3236, loss: 2.3236, grad_norm: 5.5273 2021-06-16 05:44:14,652 - mmaction - INFO - Epoch [3][2380/3757] lr: 1.000e-02, eta: 2 days, 14:24:09, time: 1.150, data_time: 0.003, memory: 7080, top1_acc: 0.4430, top5_acc: 0.7148, loss_cls: 2.3996, loss: 2.3996, grad_norm: 5.4823 2021-06-16 05:44:38,004 - mmaction - INFO - Epoch [3][2400/3757] lr: 1.000e-02, eta: 2 days, 14:23:09, time: 1.167, data_time: 0.002, memory: 7080, top1_acc: 0.4492, top5_acc: 0.7164, loss_cls: 2.3256, loss: 2.3256, grad_norm: 5.5586 2021-06-16 05:45:01,178 - mmaction - INFO - Epoch [3][2420/3757] lr: 1.000e-02, eta: 2 days, 14:22:07, time: 1.159, data_time: 0.003, memory: 7080, top1_acc: 0.4656, top5_acc: 0.7016, loss_cls: 2.3700, loss: 2.3700, grad_norm: 5.4226 2021-06-16 05:45:23,096 - mmaction - INFO - Epoch [3][2440/3757] lr: 1.000e-02, eta: 2 days, 14:20:42, time: 1.095, data_time: 0.002, memory: 7080, top1_acc: 0.4328, top5_acc: 0.6953, loss_cls: 2.4504, loss: 2.4504, grad_norm: 5.7006 2021-06-16 05:45:45,037 - mmaction - INFO - Epoch [3][2460/3757] lr: 1.000e-02, eta: 2 days, 14:19:18, time: 1.096, data_time: 0.003, memory: 7080, top1_acc: 0.4750, top5_acc: 0.7133, loss_cls: 2.3188, loss: 2.3188, grad_norm: 5.6538 2021-06-16 05:46:08,213 - mmaction - INFO - Epoch [3][2480/3757] lr: 1.000e-02, eta: 2 days, 14:18:17, time: 1.161, data_time: 0.003, memory: 7080, top1_acc: 0.4680, top5_acc: 0.7250, loss_cls: 2.3190, loss: 2.3190, grad_norm: 5.4571 2021-06-16 05:46:32,690 - mmaction - INFO - Epoch [3][2500/3757] lr: 1.000e-02, eta: 2 days, 14:17:38, time: 1.224, data_time: 0.001, memory: 7080, top1_acc: 0.4477, top5_acc: 0.7188, loss_cls: 2.3585, loss: 2.3585, grad_norm: 5.5466 2021-06-16 05:46:55,328 - mmaction - INFO - Epoch [3][2520/3757] lr: 1.000e-02, eta: 2 days, 14:16:27, time: 1.130, data_time: 0.001, memory: 7080, top1_acc: 0.4594, top5_acc: 0.7297, loss_cls: 2.3587, loss: 2.3587, grad_norm: 5.7118 2021-06-16 05:47:17,603 - mmaction - INFO - Epoch [3][2540/3757] lr: 1.000e-02, eta: 2 days, 14:15:09, time: 1.111, data_time: 0.003, memory: 7080, top1_acc: 0.4500, top5_acc: 0.7141, loss_cls: 2.2856, loss: 2.2856, grad_norm: 5.3623 2021-06-16 05:47:40,559 - mmaction - INFO - Epoch [3][2560/3757] lr: 1.000e-02, eta: 2 days, 14:14:05, time: 1.152, data_time: 0.006, memory: 7080, top1_acc: 0.4422, top5_acc: 0.7195, loss_cls: 2.3293, loss: 2.3293, grad_norm: 5.5534 2021-06-16 05:48:03,379 - mmaction - INFO - Epoch [3][2580/3757] lr: 1.000e-02, eta: 2 days, 14:12:58, time: 1.141, data_time: 0.002, memory: 7080, top1_acc: 0.4641, top5_acc: 0.6992, loss_cls: 2.3579, loss: 2.3579, grad_norm: 5.5958 2021-06-16 05:48:25,173 - mmaction - INFO - Epoch [3][2600/3757] lr: 1.000e-02, eta: 2 days, 14:11:33, time: 1.090, data_time: 0.003, memory: 7080, top1_acc: 0.4641, top5_acc: 0.7094, loss_cls: 2.3059, loss: 2.3059, grad_norm: 5.4944 2021-06-16 05:48:47,940 - mmaction - INFO - Epoch [3][2620/3757] lr: 1.000e-02, eta: 2 days, 14:10:25, time: 1.138, data_time: 0.002, memory: 7080, top1_acc: 0.4695, top5_acc: 0.7133, loss_cls: 2.3330, loss: 2.3330, grad_norm: 5.7525 2021-06-16 05:49:10,326 - mmaction - INFO - Epoch [3][2640/3757] lr: 1.000e-02, eta: 2 days, 14:09:10, time: 1.117, data_time: 0.002, memory: 7080, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.3203, loss: 2.3203, grad_norm: 5.4263 2021-06-16 05:49:33,592 - mmaction - INFO - Epoch [3][2660/3757] lr: 1.000e-02, eta: 2 days, 14:08:12, time: 1.165, data_time: 0.004, memory: 7080, top1_acc: 0.4484, top5_acc: 0.7086, loss_cls: 2.3348, loss: 2.3348, grad_norm: 5.4291 2021-06-16 05:49:56,836 - mmaction - INFO - Epoch [3][2680/3757] lr: 1.000e-02, eta: 2 days, 14:07:12, time: 1.157, data_time: 0.001, memory: 7080, top1_acc: 0.4602, top5_acc: 0.7164, loss_cls: 2.3742, loss: 2.3742, grad_norm: 5.8464 2021-06-16 05:50:19,530 - mmaction - INFO - Epoch [3][2700/3757] lr: 1.000e-02, eta: 2 days, 14:06:05, time: 1.140, data_time: 0.006, memory: 7080, top1_acc: 0.4398, top5_acc: 0.7039, loss_cls: 2.4716, loss: 2.4716, grad_norm: 5.5520 2021-06-16 05:50:41,427 - mmaction - INFO - Epoch [3][2720/3757] lr: 1.000e-02, eta: 2 days, 14:04:42, time: 1.091, data_time: 0.006, memory: 7080, top1_acc: 0.4461, top5_acc: 0.7188, loss_cls: 2.3656, loss: 2.3656, grad_norm: 5.5975 2021-06-16 05:51:02,554 - mmaction - INFO - Epoch [3][2740/3757] lr: 1.000e-02, eta: 2 days, 14:03:07, time: 1.057, data_time: 0.005, memory: 7080, top1_acc: 0.4492, top5_acc: 0.7156, loss_cls: 2.3238, loss: 2.3238, grad_norm: 5.6496 2021-06-16 05:51:27,063 - mmaction - INFO - Epoch [3][2760/3757] lr: 1.000e-02, eta: 2 days, 14:02:31, time: 1.228, data_time: 0.006, memory: 7080, top1_acc: 0.4359, top5_acc: 0.6984, loss_cls: 2.4028, loss: 2.4028, grad_norm: 5.7736 2021-06-16 05:51:49,073 - mmaction - INFO - Epoch [3][2780/3757] lr: 1.000e-02, eta: 2 days, 14:01:12, time: 1.100, data_time: 0.002, memory: 7080, top1_acc: 0.4578, top5_acc: 0.7133, loss_cls: 2.3215, loss: 2.3215, grad_norm: 5.4167 2021-06-16 05:52:12,096 - mmaction - INFO - Epoch [3][2800/3757] lr: 1.000e-02, eta: 2 days, 14:00:10, time: 1.151, data_time: 0.002, memory: 7080, top1_acc: 0.4602, top5_acc: 0.6953, loss_cls: 2.4554, loss: 2.4554, grad_norm: 5.5465 2021-06-16 05:52:34,688 - mmaction - INFO - Epoch [3][2820/3757] lr: 1.000e-02, eta: 2 days, 13:59:00, time: 1.128, data_time: 0.002, memory: 7080, top1_acc: 0.4437, top5_acc: 0.7086, loss_cls: 2.4204, loss: 2.4204, grad_norm: 5.4681 2021-06-16 05:52:57,031 - mmaction - INFO - Epoch [3][2840/3757] lr: 1.000e-02, eta: 2 days, 13:57:48, time: 1.119, data_time: 0.004, memory: 7080, top1_acc: 0.4633, top5_acc: 0.7203, loss_cls: 2.3240, loss: 2.3240, grad_norm: 5.4680 2021-06-16 05:53:19,267 - mmaction - INFO - Epoch [3][2860/3757] lr: 1.000e-02, eta: 2 days, 13:56:33, time: 1.112, data_time: 0.004, memory: 7080, top1_acc: 0.4492, top5_acc: 0.6961, loss_cls: 2.4209, loss: 2.4209, grad_norm: 5.5974 2021-06-16 05:53:42,089 - mmaction - INFO - Epoch [3][2880/3757] lr: 1.000e-02, eta: 2 days, 13:55:29, time: 1.142, data_time: 0.001, memory: 7080, top1_acc: 0.4477, top5_acc: 0.7039, loss_cls: 2.3444, loss: 2.3444, grad_norm: 5.5035 2021-06-16 05:54:05,167 - mmaction - INFO - Epoch [3][2900/3757] lr: 1.000e-02, eta: 2 days, 13:54:28, time: 1.152, data_time: 0.002, memory: 7080, top1_acc: 0.4445, top5_acc: 0.7148, loss_cls: 2.3454, loss: 2.3454, grad_norm: 5.5542 2021-06-16 05:54:28,581 - mmaction - INFO - Epoch [3][2920/3757] lr: 1.000e-02, eta: 2 days, 13:53:35, time: 1.172, data_time: 0.003, memory: 7080, top1_acc: 0.4719, top5_acc: 0.7164, loss_cls: 2.3379, loss: 2.3379, grad_norm: 5.5568 2021-06-16 05:54:51,244 - mmaction - INFO - Epoch [3][2940/3757] lr: 1.000e-02, eta: 2 days, 13:52:28, time: 1.133, data_time: 0.005, memory: 7080, top1_acc: 0.4609, top5_acc: 0.7039, loss_cls: 2.3983, loss: 2.3983, grad_norm: 5.5547 2021-06-16 05:55:13,934 - mmaction - INFO - Epoch [3][2960/3757] lr: 1.000e-02, eta: 2 days, 13:51:21, time: 1.134, data_time: 0.002, memory: 7080, top1_acc: 0.4383, top5_acc: 0.7031, loss_cls: 2.3789, loss: 2.3789, grad_norm: 5.7345 2021-06-16 05:55:34,728 - mmaction - INFO - Epoch [3][2980/3757] lr: 1.000e-02, eta: 2 days, 13:49:43, time: 1.037, data_time: 0.003, memory: 7080, top1_acc: 0.4578, top5_acc: 0.7133, loss_cls: 2.4011, loss: 2.4011, grad_norm: 5.4969 2021-06-16 05:55:57,831 - mmaction - INFO - Epoch [3][3000/3757] lr: 1.000e-02, eta: 2 days, 13:48:45, time: 1.158, data_time: 0.068, memory: 7080, top1_acc: 0.4680, top5_acc: 0.7133, loss_cls: 2.3092, loss: 2.3092, grad_norm: 5.5551 2021-06-16 05:56:21,410 - mmaction - INFO - Epoch [3][3020/3757] lr: 1.000e-02, eta: 2 days, 13:47:54, time: 1.180, data_time: 0.003, memory: 7080, top1_acc: 0.4734, top5_acc: 0.7141, loss_cls: 2.3323, loss: 2.3323, grad_norm: 5.5896 2021-06-16 05:56:43,890 - mmaction - INFO - Epoch [3][3040/3757] lr: 1.000e-02, eta: 2 days, 13:46:45, time: 1.123, data_time: 0.034, memory: 7080, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2720, loss: 2.2720, grad_norm: 5.6017 2021-06-16 05:57:06,503 - mmaction - INFO - Epoch [3][3060/3757] lr: 1.000e-02, eta: 2 days, 13:45:39, time: 1.131, data_time: 0.058, memory: 7080, top1_acc: 0.4758, top5_acc: 0.7430, loss_cls: 2.1938, loss: 2.1938, grad_norm: 5.7050 2021-06-16 05:57:29,897 - mmaction - INFO - Epoch [3][3080/3757] lr: 1.000e-02, eta: 2 days, 13:44:45, time: 1.170, data_time: 0.002, memory: 7080, top1_acc: 0.4445, top5_acc: 0.7117, loss_cls: 2.3710, loss: 2.3710, grad_norm: 5.6088 2021-06-16 05:57:53,444 - mmaction - INFO - Epoch [3][3100/3757] lr: 1.000e-02, eta: 2 days, 13:43:53, time: 1.173, data_time: 0.005, memory: 7080, top1_acc: 0.4703, top5_acc: 0.7242, loss_cls: 2.3168, loss: 2.3168, grad_norm: 5.4753 2021-06-16 05:58:15,327 - mmaction - INFO - Epoch [3][3120/3757] lr: 1.000e-02, eta: 2 days, 13:42:36, time: 1.098, data_time: 0.006, memory: 7080, top1_acc: 0.4555, top5_acc: 0.7266, loss_cls: 2.2694, loss: 2.2694, grad_norm: 5.5643 2021-06-16 05:58:37,295 - mmaction - INFO - Epoch [3][3140/3757] lr: 1.000e-02, eta: 2 days, 13:41:19, time: 1.095, data_time: 0.001, memory: 7080, top1_acc: 0.4656, top5_acc: 0.7266, loss_cls: 2.2596, loss: 2.2596, grad_norm: 5.6201 2021-06-16 05:59:00,739 - mmaction - INFO - Epoch [3][3160/3757] lr: 1.000e-02, eta: 2 days, 13:40:28, time: 1.175, data_time: 0.007, memory: 7080, top1_acc: 0.4484, top5_acc: 0.7109, loss_cls: 2.3713, loss: 2.3713, grad_norm: 5.4569 2021-06-16 05:59:23,734 - mmaction - INFO - Epoch [3][3180/3757] lr: 1.000e-02, eta: 2 days, 13:39:28, time: 1.148, data_time: 0.001, memory: 7080, top1_acc: 0.4625, top5_acc: 0.7133, loss_cls: 2.3532, loss: 2.3532, grad_norm: 5.4772 2021-06-16 05:59:45,791 - mmaction - INFO - Epoch [3][3200/3757] lr: 1.000e-02, eta: 2 days, 13:38:13, time: 1.103, data_time: 0.002, memory: 7080, top1_acc: 0.4555, top5_acc: 0.7188, loss_cls: 2.3101, loss: 2.3101, grad_norm: 5.6052 2021-06-16 06:00:11,461 - mmaction - INFO - Epoch [3][3220/3757] lr: 1.000e-02, eta: 2 days, 13:37:57, time: 1.278, data_time: 0.002, memory: 7080, top1_acc: 0.4586, top5_acc: 0.7117, loss_cls: 2.3556, loss: 2.3556, grad_norm: 5.5275 2021-06-16 06:00:34,588 - mmaction - INFO - Epoch [3][3240/3757] lr: 1.000e-02, eta: 2 days, 13:37:00, time: 1.158, data_time: 0.013, memory: 7080, top1_acc: 0.4453, top5_acc: 0.7203, loss_cls: 2.3554, loss: 2.3554, grad_norm: 5.6184 2021-06-16 06:00:57,391 - mmaction - INFO - Epoch [3][3260/3757] lr: 1.000e-02, eta: 2 days, 13:36:00, time: 1.145, data_time: 0.011, memory: 7080, top1_acc: 0.4313, top5_acc: 0.6820, loss_cls: 2.4877, loss: 2.4877, grad_norm: 5.5601 2021-06-16 06:01:20,974 - mmaction - INFO - Epoch [3][3280/3757] lr: 1.000e-02, eta: 2 days, 13:35:11, time: 1.179, data_time: 0.002, memory: 7080, top1_acc: 0.4820, top5_acc: 0.7203, loss_cls: 2.2588, loss: 2.2588, grad_norm: 5.3925 2021-06-16 06:01:44,035 - mmaction - INFO - Epoch [3][3300/3757] lr: 1.000e-02, eta: 2 days, 13:34:13, time: 1.152, data_time: 0.003, memory: 7080, top1_acc: 0.4555, top5_acc: 0.7328, loss_cls: 2.2350, loss: 2.2350, grad_norm: 5.5172 2021-06-16 06:02:07,442 - mmaction - INFO - Epoch [3][3320/3757] lr: 1.000e-02, eta: 2 days, 13:33:22, time: 1.171, data_time: 0.002, memory: 7080, top1_acc: 0.4383, top5_acc: 0.7031, loss_cls: 2.4487, loss: 2.4487, grad_norm: 5.5963 2021-06-16 06:02:29,282 - mmaction - INFO - Epoch [3][3340/3757] lr: 1.000e-02, eta: 2 days, 13:32:04, time: 1.092, data_time: 0.002, memory: 7080, top1_acc: 0.4398, top5_acc: 0.6992, loss_cls: 2.4442, loss: 2.4442, grad_norm: 5.6685 2021-06-16 06:02:52,933 - mmaction - INFO - Epoch [3][3360/3757] lr: 1.000e-02, eta: 2 days, 13:31:17, time: 1.183, data_time: 0.002, memory: 7080, top1_acc: 0.4602, top5_acc: 0.7031, loss_cls: 2.4107, loss: 2.4107, grad_norm: 5.6304 2021-06-16 06:03:15,612 - mmaction - INFO - Epoch [3][3380/3757] lr: 1.000e-02, eta: 2 days, 13:30:14, time: 1.133, data_time: 0.002, memory: 7080, top1_acc: 0.4437, top5_acc: 0.7070, loss_cls: 2.4020, loss: 2.4020, grad_norm: 5.6068 2021-06-16 06:03:37,043 - mmaction - INFO - Epoch [3][3400/3757] lr: 1.000e-02, eta: 2 days, 13:28:50, time: 1.070, data_time: 0.002, memory: 7080, top1_acc: 0.4680, top5_acc: 0.7195, loss_cls: 2.3907, loss: 2.3907, grad_norm: 5.5319 2021-06-16 06:04:00,070 - mmaction - INFO - Epoch [3][3420/3757] lr: 1.000e-02, eta: 2 days, 13:27:53, time: 1.152, data_time: 0.005, memory: 7080, top1_acc: 0.4633, top5_acc: 0.7031, loss_cls: 2.3693, loss: 2.3693, grad_norm: 5.6690 2021-06-16 06:04:23,424 - mmaction - INFO - Epoch [3][3440/3757] lr: 1.000e-02, eta: 2 days, 13:27:01, time: 1.168, data_time: 0.002, memory: 7080, top1_acc: 0.4461, top5_acc: 0.7086, loss_cls: 2.3621, loss: 2.3621, grad_norm: 5.5297 2021-06-16 06:04:44,763 - mmaction - INFO - Epoch [3][3460/3757] lr: 1.000e-02, eta: 2 days, 13:25:37, time: 1.068, data_time: 0.071, memory: 7080, top1_acc: 0.4656, top5_acc: 0.7305, loss_cls: 2.2645, loss: 2.2645, grad_norm: 5.4890 2021-06-16 06:05:07,470 - mmaction - INFO - Epoch [3][3480/3757] lr: 1.000e-02, eta: 2 days, 13:24:35, time: 1.135, data_time: 0.148, memory: 7080, top1_acc: 0.4852, top5_acc: 0.7281, loss_cls: 2.2392, loss: 2.2392, grad_norm: 5.3473 2021-06-16 06:05:30,846 - mmaction - INFO - Epoch [3][3500/3757] lr: 1.000e-02, eta: 2 days, 13:23:44, time: 1.169, data_time: 0.095, memory: 7080, top1_acc: 0.4602, top5_acc: 0.7094, loss_cls: 2.3538, loss: 2.3538, grad_norm: 5.5292 2021-06-16 06:05:54,485 - mmaction - INFO - Epoch [3][3520/3757] lr: 1.000e-02, eta: 2 days, 13:22:57, time: 1.181, data_time: 0.001, memory: 7080, top1_acc: 0.4586, top5_acc: 0.6992, loss_cls: 2.3876, loss: 2.3876, grad_norm: 5.3891 2021-06-16 06:06:16,642 - mmaction - INFO - Epoch [3][3540/3757] lr: 1.000e-02, eta: 2 days, 13:21:47, time: 1.108, data_time: 0.004, memory: 7080, top1_acc: 0.4711, top5_acc: 0.7344, loss_cls: 2.3136, loss: 2.3136, grad_norm: 5.3619 2021-06-16 06:06:39,621 - mmaction - INFO - Epoch [3][3560/3757] lr: 1.000e-02, eta: 2 days, 13:20:50, time: 1.149, data_time: 0.001, memory: 7080, top1_acc: 0.4586, top5_acc: 0.7219, loss_cls: 2.3507, loss: 2.3507, grad_norm: 5.5593 2021-06-16 06:07:02,367 - mmaction - INFO - Epoch [3][3580/3757] lr: 1.000e-02, eta: 2 days, 13:19:49, time: 1.138, data_time: 0.002, memory: 7080, top1_acc: 0.4609, top5_acc: 0.7227, loss_cls: 2.2980, loss: 2.2980, grad_norm: 5.4941 2021-06-16 06:07:23,890 - mmaction - INFO - Epoch [3][3600/3757] lr: 1.000e-02, eta: 2 days, 13:18:27, time: 1.071, data_time: 0.001, memory: 7080, top1_acc: 0.4844, top5_acc: 0.7383, loss_cls: 2.1708, loss: 2.1708, grad_norm: 5.3434 2021-06-16 06:07:47,066 - mmaction - INFO - Epoch [3][3620/3757] lr: 1.000e-02, eta: 2 days, 13:17:35, time: 1.163, data_time: 0.007, memory: 7080, top1_acc: 0.4437, top5_acc: 0.7195, loss_cls: 2.3328, loss: 2.3328, grad_norm: 5.5476 2021-06-16 06:08:09,792 - mmaction - INFO - Epoch [3][3640/3757] lr: 1.000e-02, eta: 2 days, 13:16:35, time: 1.136, data_time: 0.003, memory: 7080, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.2884, loss: 2.2884, grad_norm: 5.5935 2021-06-16 06:08:33,254 - mmaction - INFO - Epoch [3][3660/3757] lr: 1.000e-02, eta: 2 days, 13:15:46, time: 1.175, data_time: 0.003, memory: 7080, top1_acc: 0.4586, top5_acc: 0.7438, loss_cls: 2.2602, loss: 2.2602, grad_norm: 5.5304 2021-06-16 06:08:55,359 - mmaction - INFO - Epoch [3][3680/3757] lr: 1.000e-02, eta: 2 days, 13:14:35, time: 1.100, data_time: 0.001, memory: 7080, top1_acc: 0.4836, top5_acc: 0.7273, loss_cls: 2.2397, loss: 2.2397, grad_norm: 5.5386 2021-06-16 06:09:18,092 - mmaction - INFO - Epoch [3][3700/3757] lr: 1.000e-02, eta: 2 days, 13:13:36, time: 1.141, data_time: 0.069, memory: 7080, top1_acc: 0.4688, top5_acc: 0.7203, loss_cls: 2.2994, loss: 2.2994, grad_norm: 5.4480 2021-06-16 06:09:43,080 - mmaction - INFO - Epoch [3][3720/3757] lr: 1.000e-02, eta: 2 days, 13:13:11, time: 1.250, data_time: 0.002, memory: 7080, top1_acc: 0.4562, top5_acc: 0.7117, loss_cls: 2.3193, loss: 2.3193, grad_norm: 5.5972 2021-06-16 06:10:04,156 - mmaction - INFO - Epoch [3][3740/3757] lr: 1.000e-02, eta: 2 days, 13:11:46, time: 1.055, data_time: 0.003, memory: 7080, top1_acc: 0.4719, top5_acc: 0.7141, loss_cls: 2.3051, loss: 2.3051, grad_norm: 5.4213 2021-06-16 06:10:27,260 - mmaction - INFO - Saving checkpoint at 3 epochs 2021-06-16 06:18:01,588 - mmaction - INFO - Epoch [4][20/3757] lr: 1.000e-02, eta: 2 days, 14:57:07, time: 22.667, data_time: 21.886, memory: 7080, top1_acc: 0.4891, top5_acc: 0.7195, loss_cls: 2.2781, loss: 2.2781, grad_norm: 5.5168 2021-06-16 06:18:24,712 - mmaction - INFO - Epoch [4][40/3757] lr: 1.000e-02, eta: 2 days, 14:56:02, time: 1.158, data_time: 0.207, memory: 7080, top1_acc: 0.4672, top5_acc: 0.7203, loss_cls: 2.3309, loss: 2.3309, grad_norm: 5.5629 2021-06-16 06:18:47,178 - mmaction - INFO - Epoch [4][60/3757] lr: 1.000e-02, eta: 2 days, 14:54:46, time: 1.123, data_time: 0.003, memory: 7080, top1_acc: 0.4664, top5_acc: 0.7312, loss_cls: 2.2132, loss: 2.2132, grad_norm: 5.3937 2021-06-16 06:19:10,281 - mmaction - INFO - Epoch [4][80/3757] lr: 1.000e-02, eta: 2 days, 14:53:41, time: 1.155, data_time: 0.002, memory: 7080, top1_acc: 0.4930, top5_acc: 0.7289, loss_cls: 2.2213, loss: 2.2213, grad_norm: 5.4672 2021-06-16 06:19:32,779 - mmaction - INFO - Epoch [4][100/3757] lr: 1.000e-02, eta: 2 days, 14:52:26, time: 1.125, data_time: 0.002, memory: 7080, top1_acc: 0.4617, top5_acc: 0.7227, loss_cls: 2.3041, loss: 2.3041, grad_norm: 5.5862 2021-06-16 06:19:55,233 - mmaction - INFO - Epoch [4][120/3757] lr: 1.000e-02, eta: 2 days, 14:51:11, time: 1.123, data_time: 0.003, memory: 7080, top1_acc: 0.4664, top5_acc: 0.7250, loss_cls: 2.2826, loss: 2.2826, grad_norm: 5.6383 2021-06-16 06:20:17,622 - mmaction - INFO - Epoch [4][140/3757] lr: 1.000e-02, eta: 2 days, 14:49:54, time: 1.116, data_time: 0.076, memory: 7080, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.2950, loss: 2.2950, grad_norm: 5.6302 2021-06-16 06:20:41,355 - mmaction - INFO - Epoch [4][160/3757] lr: 1.000e-02, eta: 2 days, 14:49:00, time: 1.191, data_time: 0.279, memory: 7080, top1_acc: 0.4695, top5_acc: 0.7266, loss_cls: 2.2538, loss: 2.2538, grad_norm: 5.5948 2021-06-16 06:21:04,096 - mmaction - INFO - Epoch [4][180/3757] lr: 1.000e-02, eta: 2 days, 14:47:49, time: 1.136, data_time: 0.035, memory: 7080, top1_acc: 0.4523, top5_acc: 0.7164, loss_cls: 2.3237, loss: 2.3237, grad_norm: 5.7951 2021-06-16 06:21:25,641 - mmaction - INFO - Epoch [4][200/3757] lr: 1.000e-02, eta: 2 days, 14:46:21, time: 1.077, data_time: 0.002, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1250, loss: 2.1250, grad_norm: 5.3263 2021-06-16 06:21:49,774 - mmaction - INFO - Epoch [4][220/3757] lr: 1.000e-02, eta: 2 days, 14:45:33, time: 1.208, data_time: 0.003, memory: 7080, top1_acc: 0.4813, top5_acc: 0.7266, loss_cls: 2.2221, loss: 2.2221, grad_norm: 5.3993 2021-06-16 06:22:11,201 - mmaction - INFO - Epoch [4][240/3757] lr: 1.000e-02, eta: 2 days, 14:44:03, time: 1.071, data_time: 0.002, memory: 7080, top1_acc: 0.4984, top5_acc: 0.7422, loss_cls: 2.1836, loss: 2.1836, grad_norm: 5.5686 2021-06-16 06:22:33,446 - mmaction - INFO - Epoch [4][260/3757] lr: 1.000e-02, eta: 2 days, 14:42:46, time: 1.113, data_time: 0.005, memory: 7080, top1_acc: 0.4445, top5_acc: 0.6906, loss_cls: 2.4036, loss: 2.4036, grad_norm: 5.6091 2021-06-16 06:22:56,417 - mmaction - INFO - Epoch [4][280/3757] lr: 1.000e-02, eta: 2 days, 14:41:40, time: 1.149, data_time: 0.126, memory: 7080, top1_acc: 0.4820, top5_acc: 0.7289, loss_cls: 2.2832, loss: 2.2832, grad_norm: 5.6014 2021-06-16 06:23:19,508 - mmaction - INFO - Epoch [4][300/3757] lr: 1.000e-02, eta: 2 days, 14:40:36, time: 1.154, data_time: 0.093, memory: 7080, top1_acc: 0.4617, top5_acc: 0.7406, loss_cls: 2.2724, loss: 2.2724, grad_norm: 5.5522 2021-06-16 06:23:42,591 - mmaction - INFO - Epoch [4][320/3757] lr: 1.000e-02, eta: 2 days, 14:39:32, time: 1.155, data_time: 0.003, memory: 7080, top1_acc: 0.4914, top5_acc: 0.7406, loss_cls: 2.1724, loss: 2.1724, grad_norm: 5.5322 2021-06-16 06:24:03,859 - mmaction - INFO - Epoch [4][340/3757] lr: 1.000e-02, eta: 2 days, 14:38:01, time: 1.063, data_time: 0.153, memory: 7080, top1_acc: 0.4695, top5_acc: 0.7289, loss_cls: 2.2827, loss: 2.2827, grad_norm: 5.6094 2021-06-16 06:24:26,340 - mmaction - INFO - Epoch [4][360/3757] lr: 1.000e-02, eta: 2 days, 14:36:48, time: 1.124, data_time: 0.141, memory: 7080, top1_acc: 0.5000, top5_acc: 0.7641, loss_cls: 2.1168, loss: 2.1168, grad_norm: 5.4439 2021-06-16 06:24:50,023 - mmaction - INFO - Epoch [4][380/3757] lr: 1.000e-02, eta: 2 days, 14:35:53, time: 1.183, data_time: 0.068, memory: 7080, top1_acc: 0.4742, top5_acc: 0.7234, loss_cls: 2.2659, loss: 2.2659, grad_norm: 5.5621 2021-06-16 06:25:12,244 - mmaction - INFO - Epoch [4][400/3757] lr: 1.000e-02, eta: 2 days, 14:34:37, time: 1.112, data_time: 0.009, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7695, loss_cls: 2.0814, loss: 2.0814, grad_norm: 5.3696 2021-06-16 06:25:36,029 - mmaction - INFO - Epoch [4][420/3757] lr: 1.000e-02, eta: 2 days, 14:33:45, time: 1.190, data_time: 0.002, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7570, loss_cls: 2.1655, loss: 2.1655, grad_norm: 5.4767 2021-06-16 06:26:00,356 - mmaction - INFO - Epoch [4][440/3757] lr: 1.000e-02, eta: 2 days, 14:33:01, time: 1.216, data_time: 0.001, memory: 7080, top1_acc: 0.4586, top5_acc: 0.7258, loss_cls: 2.3132, loss: 2.3132, grad_norm: 5.6529 2021-06-16 06:26:21,605 - mmaction - INFO - Epoch [4][460/3757] lr: 1.000e-02, eta: 2 days, 14:31:30, time: 1.062, data_time: 0.001, memory: 7080, top1_acc: 0.4789, top5_acc: 0.7195, loss_cls: 2.2599, loss: 2.2599, grad_norm: 5.5109 2021-06-16 06:26:43,952 - mmaction - INFO - Epoch [4][480/3757] lr: 1.000e-02, eta: 2 days, 14:30:17, time: 1.118, data_time: 0.002, memory: 7080, top1_acc: 0.4688, top5_acc: 0.7555, loss_cls: 2.1728, loss: 2.1728, grad_norm: 5.4643 2021-06-16 06:27:06,928 - mmaction - INFO - Epoch [4][500/3757] lr: 1.000e-02, eta: 2 days, 14:29:12, time: 1.146, data_time: 0.026, memory: 7080, top1_acc: 0.4406, top5_acc: 0.7133, loss_cls: 2.3358, loss: 2.3358, grad_norm: 5.8076 2021-06-16 06:27:30,987 - mmaction - INFO - Epoch [4][520/3757] lr: 1.000e-02, eta: 2 days, 14:28:24, time: 1.202, data_time: 0.004, memory: 7080, top1_acc: 0.4727, top5_acc: 0.7344, loss_cls: 2.2650, loss: 2.2650, grad_norm: 5.4389 2021-06-16 06:27:53,631 - mmaction - INFO - Epoch [4][540/3757] lr: 1.000e-02, eta: 2 days, 14:27:16, time: 1.135, data_time: 0.005, memory: 7080, top1_acc: 0.4617, top5_acc: 0.7211, loss_cls: 2.3036, loss: 2.3036, grad_norm: 5.4814 2021-06-16 06:28:15,446 - mmaction - INFO - Epoch [4][560/3757] lr: 1.000e-02, eta: 2 days, 14:25:53, time: 1.086, data_time: 0.002, memory: 7080, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2707, loss: 2.2707, grad_norm: 5.5097 2021-06-16 06:28:37,706 - mmaction - INFO - Epoch [4][580/3757] lr: 1.000e-02, eta: 2 days, 14:24:40, time: 1.117, data_time: 0.007, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7422, loss_cls: 2.1693, loss: 2.1693, grad_norm: 5.4956 2021-06-16 06:29:00,369 - mmaction - INFO - Epoch [4][600/3757] lr: 1.000e-02, eta: 2 days, 14:23:32, time: 1.134, data_time: 0.004, memory: 7080, top1_acc: 0.4688, top5_acc: 0.7352, loss_cls: 2.2324, loss: 2.2324, grad_norm: 5.6577 2021-06-16 06:29:22,894 - mmaction - INFO - Epoch [4][620/3757] lr: 1.000e-02, eta: 2 days, 14:22:22, time: 1.123, data_time: 0.078, memory: 7080, top1_acc: 0.4758, top5_acc: 0.7312, loss_cls: 2.2355, loss: 2.2355, grad_norm: 5.5456 2021-06-16 06:29:47,197 - mmaction - INFO - Epoch [4][640/3757] lr: 1.000e-02, eta: 2 days, 14:21:39, time: 1.217, data_time: 0.004, memory: 7080, top1_acc: 0.4859, top5_acc: 0.7430, loss_cls: 2.2287, loss: 2.2287, grad_norm: 5.6946 2021-06-16 06:30:11,215 - mmaction - INFO - Epoch [4][660/3757] lr: 1.000e-02, eta: 2 days, 14:20:51, time: 1.202, data_time: 0.003, memory: 7080, top1_acc: 0.4758, top5_acc: 0.7406, loss_cls: 2.1749, loss: 2.1749, grad_norm: 5.7156 2021-06-16 06:30:31,973 - mmaction - INFO - Epoch [4][680/3757] lr: 1.000e-02, eta: 2 days, 14:19:16, time: 1.038, data_time: 0.002, memory: 7080, top1_acc: 0.4625, top5_acc: 0.7234, loss_cls: 2.2857, loss: 2.2857, grad_norm: 5.5569 2021-06-16 06:30:54,663 - mmaction - INFO - Epoch [4][700/3757] lr: 1.000e-02, eta: 2 days, 14:18:09, time: 1.135, data_time: 0.002, memory: 7080, top1_acc: 0.4680, top5_acc: 0.7281, loss_cls: 2.2366, loss: 2.2366, grad_norm: 5.3871 2021-06-16 06:31:16,797 - mmaction - INFO - Epoch [4][720/3757] lr: 1.000e-02, eta: 2 days, 14:16:54, time: 1.107, data_time: 0.020, memory: 7080, top1_acc: 0.4633, top5_acc: 0.7211, loss_cls: 2.2677, loss: 2.2677, grad_norm: 5.6831 2021-06-16 06:31:39,900 - mmaction - INFO - Epoch [4][740/3757] lr: 1.000e-02, eta: 2 days, 14:15:53, time: 1.155, data_time: 0.002, memory: 7080, top1_acc: 0.4562, top5_acc: 0.7227, loss_cls: 2.2895, loss: 2.2895, grad_norm: 5.7684 2021-06-16 06:32:02,542 - mmaction - INFO - Epoch [4][760/3757] lr: 1.000e-02, eta: 2 days, 14:14:46, time: 1.132, data_time: 0.005, memory: 7080, top1_acc: 0.4664, top5_acc: 0.7398, loss_cls: 2.2495, loss: 2.2495, grad_norm: 5.5119 2021-06-16 06:32:24,962 - mmaction - INFO - Epoch [4][780/3757] lr: 1.000e-02, eta: 2 days, 14:13:35, time: 1.119, data_time: 0.034, memory: 7080, top1_acc: 0.4766, top5_acc: 0.7445, loss_cls: 2.2206, loss: 2.2206, grad_norm: 5.6414 2021-06-16 06:32:47,248 - mmaction - INFO - Epoch [4][800/3757] lr: 1.000e-02, eta: 2 days, 14:12:24, time: 1.117, data_time: 0.075, memory: 7080, top1_acc: 0.4445, top5_acc: 0.7312, loss_cls: 2.2881, loss: 2.2881, grad_norm: 5.4142 2021-06-16 06:33:09,795 - mmaction - INFO - Epoch [4][820/3757] lr: 1.000e-02, eta: 2 days, 14:11:14, time: 1.123, data_time: 0.072, memory: 7080, top1_acc: 0.4797, top5_acc: 0.7375, loss_cls: 2.2237, loss: 2.2237, grad_norm: 5.4174 2021-06-16 06:33:32,470 - mmaction - INFO - Epoch [4][840/3757] lr: 1.000e-02, eta: 2 days, 14:10:09, time: 1.138, data_time: 0.040, memory: 7080, top1_acc: 0.5047, top5_acc: 0.7367, loss_cls: 2.1792, loss: 2.1792, grad_norm: 5.5427 2021-06-16 06:33:57,079 - mmaction - INFO - Epoch [4][860/3757] lr: 1.000e-02, eta: 2 days, 14:09:31, time: 1.230, data_time: 0.144, memory: 7080, top1_acc: 0.4781, top5_acc: 0.7367, loss_cls: 2.1921, loss: 2.1921, grad_norm: 5.4828 2021-06-16 06:34:18,091 - mmaction - INFO - Epoch [4][880/3757] lr: 1.000e-02, eta: 2 days, 14:08:02, time: 1.051, data_time: 0.002, memory: 7080, top1_acc: 0.4711, top5_acc: 0.7312, loss_cls: 2.2988, loss: 2.2988, grad_norm: 5.5520 2021-06-16 06:34:41,553 - mmaction - INFO - Epoch [4][900/3757] lr: 1.000e-02, eta: 2 days, 14:07:07, time: 1.173, data_time: 0.006, memory: 7080, top1_acc: 0.4797, top5_acc: 0.7367, loss_cls: 2.1748, loss: 2.1748, grad_norm: 5.3859 2021-06-16 06:35:04,973 - mmaction - INFO - Epoch [4][920/3757] lr: 1.000e-02, eta: 2 days, 14:06:12, time: 1.171, data_time: 0.002, memory: 7080, top1_acc: 0.4852, top5_acc: 0.7383, loss_cls: 2.2438, loss: 2.2438, grad_norm: 5.3914 2021-06-16 06:35:27,479 - mmaction - INFO - Epoch [4][940/3757] lr: 1.000e-02, eta: 2 days, 14:05:04, time: 1.122, data_time: 0.002, memory: 7080, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.3257, loss: 2.3257, grad_norm: 5.5416 2021-06-16 06:35:51,306 - mmaction - INFO - Epoch [4][960/3757] lr: 1.000e-02, eta: 2 days, 14:04:16, time: 1.195, data_time: 0.006, memory: 7080, top1_acc: 0.4914, top5_acc: 0.7328, loss_cls: 2.2526, loss: 2.2526, grad_norm: 5.4112 2021-06-16 06:36:13,946 - mmaction - INFO - Epoch [4][980/3757] lr: 1.000e-02, eta: 2 days, 14:03:10, time: 1.132, data_time: 0.002, memory: 7080, top1_acc: 0.4758, top5_acc: 0.7328, loss_cls: 2.2075, loss: 2.2075, grad_norm: 5.3522 2021-06-16 06:36:35,282 - mmaction - INFO - Epoch [4][1000/3757] lr: 1.000e-02, eta: 2 days, 14:01:46, time: 1.066, data_time: 0.001, memory: 7080, top1_acc: 0.4797, top5_acc: 0.7352, loss_cls: 2.2229, loss: 2.2229, grad_norm: 5.3409 2021-06-16 06:36:57,494 - mmaction - INFO - Epoch [4][1020/3757] lr: 1.000e-02, eta: 2 days, 14:00:34, time: 1.112, data_time: 0.004, memory: 7080, top1_acc: 0.4648, top5_acc: 0.7344, loss_cls: 2.2180, loss: 2.2180, grad_norm: 5.5715 2021-06-16 06:37:19,686 - mmaction - INFO - Epoch [4][1040/3757] lr: 1.000e-02, eta: 2 days, 13:59:22, time: 1.106, data_time: 0.002, memory: 7080, top1_acc: 0.4703, top5_acc: 0.7477, loss_cls: 2.1676, loss: 2.1676, grad_norm: 5.3880 2021-06-16 06:37:42,387 - mmaction - INFO - Epoch [4][1060/3757] lr: 1.000e-02, eta: 2 days, 13:58:18, time: 1.138, data_time: 0.005, memory: 7080, top1_acc: 0.4867, top5_acc: 0.7180, loss_cls: 2.2760, loss: 2.2760, grad_norm: 5.5142 2021-06-16 06:38:05,901 - mmaction - INFO - Epoch [4][1080/3757] lr: 1.000e-02, eta: 2 days, 13:57:26, time: 1.175, data_time: 0.002, memory: 7080, top1_acc: 0.4859, top5_acc: 0.7375, loss_cls: 2.2108, loss: 2.2108, grad_norm: 5.3213 2021-06-16 06:38:30,209 - mmaction - INFO - Epoch [4][1100/3757] lr: 1.000e-02, eta: 2 days, 13:56:45, time: 1.215, data_time: 0.002, memory: 7080, top1_acc: 0.4609, top5_acc: 0.7336, loss_cls: 2.2683, loss: 2.2683, grad_norm: 5.4389 2021-06-16 06:38:52,509 - mmaction - INFO - Epoch [4][1120/3757] lr: 1.000e-02, eta: 2 days, 13:55:35, time: 1.115, data_time: 0.002, memory: 7080, top1_acc: 0.4867, top5_acc: 0.7594, loss_cls: 2.1860, loss: 2.1860, grad_norm: 5.4750 2021-06-16 06:39:14,183 - mmaction - INFO - Epoch [4][1140/3757] lr: 1.000e-02, eta: 2 days, 13:54:17, time: 1.084, data_time: 0.002, memory: 7080, top1_acc: 0.4844, top5_acc: 0.7305, loss_cls: 2.2174, loss: 2.2174, grad_norm: 5.5912 2021-06-16 06:39:37,673 - mmaction - INFO - Epoch [4][1160/3757] lr: 1.000e-02, eta: 2 days, 13:53:24, time: 1.175, data_time: 0.002, memory: 7080, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2820, loss: 2.2820, grad_norm: 5.4837 2021-06-16 06:39:59,859 - mmaction - INFO - Epoch [4][1180/3757] lr: 1.000e-02, eta: 2 days, 13:52:12, time: 1.104, data_time: 0.002, memory: 7080, top1_acc: 0.4758, top5_acc: 0.7117, loss_cls: 2.2484, loss: 2.2484, grad_norm: 5.3993 2021-06-16 06:40:20,781 - mmaction - INFO - Epoch [4][1200/3757] lr: 1.000e-02, eta: 2 days, 13:50:46, time: 1.052, data_time: 0.007, memory: 7080, top1_acc: 0.4469, top5_acc: 0.6961, loss_cls: 2.3543, loss: 2.3543, grad_norm: 5.5847 2021-06-16 06:40:43,770 - mmaction - INFO - Epoch [4][1220/3757] lr: 1.000e-02, eta: 2 days, 13:49:46, time: 1.149, data_time: 0.003, memory: 7080, top1_acc: 0.4758, top5_acc: 0.7422, loss_cls: 2.2261, loss: 2.2261, grad_norm: 5.4166 2021-06-16 06:41:05,660 - mmaction - INFO - Epoch [4][1240/3757] lr: 1.000e-02, eta: 2 days, 13:48:32, time: 1.095, data_time: 0.002, memory: 7080, top1_acc: 0.4773, top5_acc: 0.7523, loss_cls: 2.1715, loss: 2.1715, grad_norm: 5.3769 2021-06-16 06:41:29,719 - mmaction - INFO - Epoch [4][1260/3757] lr: 1.000e-02, eta: 2 days, 13:47:48, time: 1.203, data_time: 0.002, memory: 7080, top1_acc: 0.4680, top5_acc: 0.7305, loss_cls: 2.2524, loss: 2.2524, grad_norm: 5.6199 2021-06-16 06:41:52,178 - mmaction - INFO - Epoch [4][1280/3757] lr: 1.000e-02, eta: 2 days, 13:46:42, time: 1.123, data_time: 0.002, memory: 7080, top1_acc: 0.4719, top5_acc: 0.7320, loss_cls: 2.2560, loss: 2.2560, grad_norm: 5.4571 2021-06-16 06:42:14,443 - mmaction - INFO - Epoch [4][1300/3757] lr: 1.000e-02, eta: 2 days, 13:45:33, time: 1.111, data_time: 0.001, memory: 7080, top1_acc: 0.4516, top5_acc: 0.7273, loss_cls: 2.3040, loss: 2.3040, grad_norm: 5.4511 2021-06-16 06:42:37,958 - mmaction - INFO - Epoch [4][1320/3757] lr: 1.000e-02, eta: 2 days, 13:44:42, time: 1.178, data_time: 0.003, memory: 7080, top1_acc: 0.4742, top5_acc: 0.7469, loss_cls: 2.1355, loss: 2.1355, grad_norm: 5.4529 2021-06-16 06:43:00,051 - mmaction - INFO - Epoch [4][1340/3757] lr: 1.000e-02, eta: 2 days, 13:43:31, time: 1.104, data_time: 0.002, memory: 7080, top1_acc: 0.4781, top5_acc: 0.7461, loss_cls: 2.2261, loss: 2.2261, grad_norm: 5.4554 2021-06-16 06:43:22,432 - mmaction - INFO - Epoch [4][1360/3757] lr: 1.000e-02, eta: 2 days, 13:42:24, time: 1.119, data_time: 0.002, memory: 7080, top1_acc: 0.4914, top5_acc: 0.7320, loss_cls: 2.1841, loss: 2.1841, grad_norm: 5.4802 2021-06-16 06:43:45,262 - mmaction - INFO - Epoch [4][1380/3757] lr: 1.000e-02, eta: 2 days, 13:41:24, time: 1.141, data_time: 0.001, memory: 7080, top1_acc: 0.4961, top5_acc: 0.7391, loss_cls: 2.1679, loss: 2.1679, grad_norm: 5.5695 2021-06-16 06:44:07,917 - mmaction - INFO - Epoch [4][1400/3757] lr: 1.000e-02, eta: 2 days, 13:40:21, time: 1.133, data_time: 0.002, memory: 7080, top1_acc: 0.4664, top5_acc: 0.7320, loss_cls: 2.2696, loss: 2.2696, grad_norm: 5.6396 2021-06-16 06:44:30,544 - mmaction - INFO - Epoch [4][1420/3757] lr: 1.000e-02, eta: 2 days, 13:39:19, time: 1.132, data_time: 0.002, memory: 7080, top1_acc: 0.4555, top5_acc: 0.7141, loss_cls: 2.3285, loss: 2.3285, grad_norm: 5.6805 2021-06-16 06:44:53,999 - mmaction - INFO - Epoch [4][1440/3757] lr: 1.000e-02, eta: 2 days, 13:38:27, time: 1.172, data_time: 0.002, memory: 7080, top1_acc: 0.4758, top5_acc: 0.7344, loss_cls: 2.2283, loss: 2.2283, grad_norm: 5.4006 2021-06-16 06:45:16,451 - mmaction - INFO - Epoch [4][1460/3757] lr: 1.000e-02, eta: 2 days, 13:37:22, time: 1.123, data_time: 0.002, memory: 7080, top1_acc: 0.4656, top5_acc: 0.7469, loss_cls: 2.2540, loss: 2.2540, grad_norm: 5.4716 2021-06-16 06:45:39,931 - mmaction - INFO - Epoch [4][1480/3757] lr: 1.000e-02, eta: 2 days, 13:36:31, time: 1.174, data_time: 0.004, memory: 7080, top1_acc: 0.4609, top5_acc: 0.7336, loss_cls: 2.2758, loss: 2.2758, grad_norm: 5.4198 2021-06-16 06:46:02,654 - mmaction - INFO - Epoch [4][1500/3757] lr: 1.000e-02, eta: 2 days, 13:35:30, time: 1.136, data_time: 0.001, memory: 7080, top1_acc: 0.4797, top5_acc: 0.7344, loss_cls: 2.2018, loss: 2.2018, grad_norm: 5.4024 2021-06-16 06:46:25,422 - mmaction - INFO - Epoch [4][1520/3757] lr: 1.000e-02, eta: 2 days, 13:34:30, time: 1.139, data_time: 0.005, memory: 7080, top1_acc: 0.4648, top5_acc: 0.7391, loss_cls: 2.2400, loss: 2.2400, grad_norm: 5.5692 2021-06-16 06:46:47,950 - mmaction - INFO - Epoch [4][1540/3757] lr: 1.000e-02, eta: 2 days, 13:33:26, time: 1.124, data_time: 0.002, memory: 7080, top1_acc: 0.4680, top5_acc: 0.7234, loss_cls: 2.2090, loss: 2.2090, grad_norm: 5.4680 2021-06-16 06:47:10,164 - mmaction - INFO - Epoch [4][1560/3757] lr: 1.000e-02, eta: 2 days, 13:32:17, time: 1.109, data_time: 0.003, memory: 7080, top1_acc: 0.4828, top5_acc: 0.7281, loss_cls: 2.2651, loss: 2.2651, grad_norm: 5.5333 2021-06-16 06:47:34,532 - mmaction - INFO - Epoch [4][1580/3757] lr: 1.000e-02, eta: 2 days, 13:31:40, time: 1.222, data_time: 0.005, memory: 7080, top1_acc: 0.4797, top5_acc: 0.7367, loss_cls: 2.2047, loss: 2.2047, grad_norm: 5.4469 2021-06-16 06:47:57,293 - mmaction - INFO - Epoch [4][1600/3757] lr: 1.000e-02, eta: 2 days, 13:30:40, time: 1.138, data_time: 0.193, memory: 7080, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.2292, loss: 2.2292, grad_norm: 5.5012 2021-06-16 06:48:19,925 - mmaction - INFO - Epoch [4][1620/3757] lr: 1.000e-02, eta: 2 days, 13:29:38, time: 1.130, data_time: 0.126, memory: 7080, top1_acc: 0.4617, top5_acc: 0.7180, loss_cls: 2.2701, loss: 2.2701, grad_norm: 5.6420 2021-06-16 06:48:42,874 - mmaction - INFO - Epoch [4][1640/3757] lr: 1.000e-02, eta: 2 days, 13:28:39, time: 1.141, data_time: 0.003, memory: 7080, top1_acc: 0.4539, top5_acc: 0.7203, loss_cls: 2.3025, loss: 2.3025, grad_norm: 5.4900 2021-06-16 06:49:05,698 - mmaction - INFO - Epoch [4][1660/3757] lr: 1.000e-02, eta: 2 days, 13:27:41, time: 1.142, data_time: 0.009, memory: 7080, top1_acc: 0.4750, top5_acc: 0.7258, loss_cls: 2.2566, loss: 2.2566, grad_norm: 5.4607 2021-06-16 06:49:28,772 - mmaction - INFO - Epoch [4][1680/3757] lr: 1.000e-02, eta: 2 days, 13:26:47, time: 1.160, data_time: 0.008, memory: 7080, top1_acc: 0.4945, top5_acc: 0.7406, loss_cls: 2.1669, loss: 2.1669, grad_norm: 5.3471 2021-06-16 06:49:51,035 - mmaction - INFO - Epoch [4][1700/3757] lr: 1.000e-02, eta: 2 days, 13:25:41, time: 1.114, data_time: 0.001, memory: 7080, top1_acc: 0.4695, top5_acc: 0.7242, loss_cls: 2.2595, loss: 2.2595, grad_norm: 5.8387 2021-06-16 06:50:14,370 - mmaction - INFO - Epoch [4][1720/3757] lr: 1.000e-02, eta: 2 days, 13:24:49, time: 1.166, data_time: 0.001, memory: 7080, top1_acc: 0.4797, top5_acc: 0.7297, loss_cls: 2.2203, loss: 2.2203, grad_norm: 5.5209 2021-06-16 06:50:36,266 - mmaction - INFO - Epoch [4][1740/3757] lr: 1.000e-02, eta: 2 days, 13:23:38, time: 1.094, data_time: 0.002, memory: 7080, top1_acc: 0.4609, top5_acc: 0.7219, loss_cls: 2.2760, loss: 2.2760, grad_norm: 5.3779 2021-06-16 06:50:59,430 - mmaction - INFO - Epoch [4][1760/3757] lr: 1.000e-02, eta: 2 days, 13:22:44, time: 1.158, data_time: 0.002, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7438, loss_cls: 2.1478, loss: 2.1478, grad_norm: 5.2555 2021-06-16 06:51:22,293 - mmaction - INFO - Epoch [4][1780/3757] lr: 1.000e-02, eta: 2 days, 13:21:47, time: 1.144, data_time: 0.006, memory: 7080, top1_acc: 0.4594, top5_acc: 0.7133, loss_cls: 2.3035, loss: 2.3035, grad_norm: 5.4910 2021-06-16 06:51:44,926 - mmaction - INFO - Epoch [4][1800/3757] lr: 1.000e-02, eta: 2 days, 13:20:46, time: 1.132, data_time: 0.002, memory: 7080, top1_acc: 0.4797, top5_acc: 0.7180, loss_cls: 2.2579, loss: 2.2579, grad_norm: 5.3842 2021-06-16 06:52:07,420 - mmaction - INFO - Epoch [4][1820/3757] lr: 1.000e-02, eta: 2 days, 13:19:44, time: 1.123, data_time: 0.001, memory: 7080, top1_acc: 0.4914, top5_acc: 0.7445, loss_cls: 2.1621, loss: 2.1621, grad_norm: 5.4552 2021-06-16 06:52:30,814 - mmaction - INFO - Epoch [4][1840/3757] lr: 1.000e-02, eta: 2 days, 13:18:54, time: 1.171, data_time: 0.003, memory: 7080, top1_acc: 0.4797, top5_acc: 0.7414, loss_cls: 2.2712, loss: 2.2712, grad_norm: 5.6398 2021-06-16 06:52:52,835 - mmaction - INFO - Epoch [4][1860/3757] lr: 1.000e-02, eta: 2 days, 13:17:45, time: 1.098, data_time: 0.002, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7352, loss_cls: 2.2081, loss: 2.2081, grad_norm: 5.5012 2021-06-16 06:53:16,681 - mmaction - INFO - Epoch [4][1880/3757] lr: 1.000e-02, eta: 2 days, 13:17:01, time: 1.195, data_time: 0.004, memory: 7080, top1_acc: 0.4711, top5_acc: 0.7359, loss_cls: 2.2376, loss: 2.2376, grad_norm: 5.4626 2021-06-16 06:53:38,974 - mmaction - INFO - Epoch [4][1900/3757] lr: 1.000e-02, eta: 2 days, 13:15:57, time: 1.114, data_time: 0.001, memory: 7080, top1_acc: 0.4859, top5_acc: 0.7352, loss_cls: 2.2228, loss: 2.2228, grad_norm: 5.7475 2021-06-16 06:54:00,378 - mmaction - INFO - Epoch [4][1920/3757] lr: 1.000e-02, eta: 2 days, 13:14:40, time: 1.069, data_time: 0.002, memory: 7080, top1_acc: 0.4852, top5_acc: 0.7398, loss_cls: 2.1776, loss: 2.1776, grad_norm: 5.4762 2021-06-16 06:54:24,938 - mmaction - INFO - Epoch [4][1940/3757] lr: 1.000e-02, eta: 2 days, 13:14:06, time: 1.229, data_time: 0.004, memory: 7080, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.1708, loss: 2.1708, grad_norm: 5.3235 2021-06-16 06:54:46,826 - mmaction - INFO - Epoch [4][1960/3757] lr: 1.000e-02, eta: 2 days, 13:12:57, time: 1.094, data_time: 0.001, memory: 7080, top1_acc: 0.4562, top5_acc: 0.7148, loss_cls: 2.2998, loss: 2.2998, grad_norm: 5.4430 2021-06-16 06:55:10,637 - mmaction - INFO - Epoch [4][1980/3757] lr: 1.000e-02, eta: 2 days, 13:12:13, time: 1.191, data_time: 0.001, memory: 7080, top1_acc: 0.4680, top5_acc: 0.7266, loss_cls: 2.2796, loss: 2.2796, grad_norm: 5.5529 2021-06-16 06:55:30,973 - mmaction - INFO - Epoch [4][2000/3757] lr: 1.000e-02, eta: 2 days, 13:10:43, time: 1.017, data_time: 0.003, memory: 7080, top1_acc: 0.4695, top5_acc: 0.7312, loss_cls: 2.3243, loss: 2.3243, grad_norm: 5.5461 2021-06-16 06:55:54,803 - mmaction - INFO - Epoch [4][2020/3757] lr: 1.000e-02, eta: 2 days, 13:09:59, time: 1.192, data_time: 0.002, memory: 7080, top1_acc: 0.4625, top5_acc: 0.7469, loss_cls: 2.2161, loss: 2.2161, grad_norm: 5.4464 2021-06-16 06:56:17,685 - mmaction - INFO - Epoch [4][2040/3757] lr: 1.000e-02, eta: 2 days, 13:09:03, time: 1.142, data_time: 0.001, memory: 7080, top1_acc: 0.4656, top5_acc: 0.7195, loss_cls: 2.3212, loss: 2.3212, grad_norm: 5.6394 2021-06-16 06:56:39,767 - mmaction - INFO - Epoch [4][2060/3757] lr: 1.000e-02, eta: 2 days, 13:07:57, time: 1.105, data_time: 0.004, memory: 7080, top1_acc: 0.4852, top5_acc: 0.7359, loss_cls: 2.2471, loss: 2.2471, grad_norm: 5.5668 2021-06-16 06:57:01,534 - mmaction - INFO - Epoch [4][2080/3757] lr: 1.000e-02, eta: 2 days, 13:06:47, time: 1.090, data_time: 0.062, memory: 7080, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.2041, loss: 2.2041, grad_norm: 5.4290 2021-06-16 06:57:24,633 - mmaction - INFO - Epoch [4][2100/3757] lr: 1.000e-02, eta: 2 days, 13:05:54, time: 1.154, data_time: 0.001, memory: 7080, top1_acc: 0.4781, top5_acc: 0.7508, loss_cls: 2.1668, loss: 2.1668, grad_norm: 5.5392 2021-06-16 06:57:48,036 - mmaction - INFO - Epoch [4][2120/3757] lr: 1.000e-02, eta: 2 days, 13:05:05, time: 1.169, data_time: 0.001, memory: 7080, top1_acc: 0.4711, top5_acc: 0.7406, loss_cls: 2.2650, loss: 2.2650, grad_norm: 5.6098 2021-06-16 06:58:09,914 - mmaction - INFO - Epoch [4][2140/3757] lr: 1.000e-02, eta: 2 days, 13:03:56, time: 1.093, data_time: 0.003, memory: 7080, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.3386, loss: 2.3386, grad_norm: 5.5113 2021-06-16 06:58:32,934 - mmaction - INFO - Epoch [4][2160/3757] lr: 1.000e-02, eta: 2 days, 13:03:03, time: 1.153, data_time: 0.003, memory: 7080, top1_acc: 0.4938, top5_acc: 0.7453, loss_cls: 2.1473, loss: 2.1473, grad_norm: 5.3203 2021-06-16 06:58:55,791 - mmaction - INFO - Epoch [4][2180/3757] lr: 1.000e-02, eta: 2 days, 13:02:07, time: 1.143, data_time: 0.057, memory: 7080, top1_acc: 0.5156, top5_acc: 0.7617, loss_cls: 2.1037, loss: 2.1037, grad_norm: 5.4480 2021-06-16 06:59:18,768 - mmaction - INFO - Epoch [4][2200/3757] lr: 1.000e-02, eta: 2 days, 13:01:13, time: 1.147, data_time: 0.004, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7305, loss_cls: 2.2289, loss: 2.2289, grad_norm: 5.3665 2021-06-16 06:59:40,890 - mmaction - INFO - Epoch [4][2220/3757] lr: 1.000e-02, eta: 2 days, 13:00:08, time: 1.108, data_time: 0.003, memory: 7080, top1_acc: 0.4609, top5_acc: 0.7227, loss_cls: 2.3179, loss: 2.3179, grad_norm: 5.5303 2021-06-16 07:00:04,136 - mmaction - INFO - Epoch [4][2240/3757] lr: 1.000e-02, eta: 2 days, 12:59:18, time: 1.162, data_time: 0.073, memory: 7080, top1_acc: 0.4617, top5_acc: 0.7281, loss_cls: 2.2787, loss: 2.2787, grad_norm: 5.5560 2021-06-16 07:00:26,827 - mmaction - INFO - Epoch [4][2260/3757] lr: 1.000e-02, eta: 2 days, 12:58:21, time: 1.135, data_time: 0.001, memory: 7080, top1_acc: 0.4633, top5_acc: 0.7227, loss_cls: 2.3148, loss: 2.3148, grad_norm: 5.7083 2021-06-16 07:00:49,376 - mmaction - INFO - Epoch [4][2280/3757] lr: 1.000e-02, eta: 2 days, 12:57:21, time: 1.127, data_time: 0.015, memory: 7080, top1_acc: 0.4930, top5_acc: 0.7531, loss_cls: 2.1472, loss: 2.1472, grad_norm: 5.4182 2021-06-16 07:01:12,099 - mmaction - INFO - Epoch [4][2300/3757] lr: 1.000e-02, eta: 2 days, 12:56:24, time: 1.135, data_time: 0.002, memory: 7080, top1_acc: 0.4664, top5_acc: 0.7312, loss_cls: 2.3114, loss: 2.3114, grad_norm: 5.4736 2021-06-16 07:01:35,375 - mmaction - INFO - Epoch [4][2320/3757] lr: 1.000e-02, eta: 2 days, 12:55:34, time: 1.160, data_time: 0.004, memory: 7080, top1_acc: 0.4859, top5_acc: 0.7297, loss_cls: 2.2373, loss: 2.2373, grad_norm: 5.4859 2021-06-16 07:01:57,506 - mmaction - INFO - Epoch [4][2340/3757] lr: 1.000e-02, eta: 2 days, 12:54:31, time: 1.113, data_time: 0.007, memory: 7080, top1_acc: 0.4836, top5_acc: 0.7492, loss_cls: 2.1760, loss: 2.1760, grad_norm: 5.1759 2021-06-16 07:02:20,692 - mmaction - INFO - Epoch [4][2360/3757] lr: 1.000e-02, eta: 2 days, 12:53:41, time: 1.159, data_time: 0.001, memory: 7080, top1_acc: 0.4961, top5_acc: 0.7500, loss_cls: 2.1537, loss: 2.1537, grad_norm: 5.4235 2021-06-16 07:02:42,351 - mmaction - INFO - Epoch [4][2380/3757] lr: 1.000e-02, eta: 2 days, 12:52:31, time: 1.083, data_time: 0.070, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7227, loss_cls: 2.2767, loss: 2.2767, grad_norm: 5.4645 2021-06-16 07:03:05,885 - mmaction - INFO - Epoch [4][2400/3757] lr: 1.000e-02, eta: 2 days, 12:51:45, time: 1.177, data_time: 0.205, memory: 7080, top1_acc: 0.4562, top5_acc: 0.7266, loss_cls: 2.2935, loss: 2.2935, grad_norm: 5.4288 2021-06-16 07:03:27,794 - mmaction - INFO - Epoch [4][2420/3757] lr: 1.000e-02, eta: 2 days, 12:50:38, time: 1.095, data_time: 0.416, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7406, loss_cls: 2.1678, loss: 2.1678, grad_norm: 5.1559 2021-06-16 07:03:51,256 - mmaction - INFO - Epoch [4][2440/3757] lr: 1.000e-02, eta: 2 days, 12:49:52, time: 1.174, data_time: 0.555, memory: 7080, top1_acc: 0.4922, top5_acc: 0.7359, loss_cls: 2.2604, loss: 2.2604, grad_norm: 5.3154 2021-06-16 07:04:12,873 - mmaction - INFO - Epoch [4][2460/3757] lr: 1.000e-02, eta: 2 days, 12:48:41, time: 1.080, data_time: 0.222, memory: 7080, top1_acc: 0.4859, top5_acc: 0.7336, loss_cls: 2.1990, loss: 2.1990, grad_norm: 5.3781 2021-06-16 07:04:36,359 - mmaction - INFO - Epoch [4][2480/3757] lr: 1.000e-02, eta: 2 days, 12:47:54, time: 1.169, data_time: 0.097, memory: 7080, top1_acc: 0.5078, top5_acc: 0.7477, loss_cls: 2.1039, loss: 2.1039, grad_norm: 5.4269 2021-06-16 07:04:57,794 - mmaction - INFO - Epoch [4][2500/3757] lr: 1.000e-02, eta: 2 days, 12:46:43, time: 1.078, data_time: 0.066, memory: 7080, top1_acc: 0.4625, top5_acc: 0.7164, loss_cls: 2.2329, loss: 2.2329, grad_norm: 5.4731 2021-06-16 07:05:21,289 - mmaction - INFO - Epoch [4][2520/3757] lr: 1.000e-02, eta: 2 days, 12:45:57, time: 1.173, data_time: 0.158, memory: 7080, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.1921, loss: 2.1921, grad_norm: 5.4555 2021-06-16 07:05:42,894 - mmaction - INFO - Epoch [4][2540/3757] lr: 1.000e-02, eta: 2 days, 12:44:48, time: 1.082, data_time: 0.004, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7367, loss_cls: 2.1806, loss: 2.1806, grad_norm: 5.3891 2021-06-16 07:06:06,244 - mmaction - INFO - Epoch [4][2560/3757] lr: 1.000e-02, eta: 2 days, 12:44:00, time: 1.167, data_time: 0.005, memory: 7080, top1_acc: 0.4766, top5_acc: 0.7320, loss_cls: 2.2794, loss: 2.2794, grad_norm: 5.6623 2021-06-16 07:06:28,252 - mmaction - INFO - Epoch [4][2580/3757] lr: 1.000e-02, eta: 2 days, 12:42:56, time: 1.100, data_time: 0.016, memory: 7080, top1_acc: 0.4758, top5_acc: 0.7133, loss_cls: 2.2679, loss: 2.2679, grad_norm: 5.4628 2021-06-16 07:06:51,574 - mmaction - INFO - Epoch [4][2600/3757] lr: 1.000e-02, eta: 2 days, 12:42:08, time: 1.167, data_time: 0.147, memory: 7080, top1_acc: 0.4914, top5_acc: 0.7375, loss_cls: 2.2006, loss: 2.2006, grad_norm: 5.4393 2021-06-16 07:07:13,768 - mmaction - INFO - Epoch [4][2620/3757] lr: 1.000e-02, eta: 2 days, 12:41:06, time: 1.109, data_time: 0.245, memory: 7080, top1_acc: 0.4602, top5_acc: 0.7250, loss_cls: 2.3122, loss: 2.3122, grad_norm: 5.5252 2021-06-16 07:07:36,245 - mmaction - INFO - Epoch [4][2640/3757] lr: 1.000e-02, eta: 2 days, 12:40:09, time: 1.125, data_time: 0.280, memory: 7080, top1_acc: 0.4781, top5_acc: 0.7359, loss_cls: 2.1913, loss: 2.1913, grad_norm: 5.3371 2021-06-16 07:07:58,197 - mmaction - INFO - Epoch [4][2660/3757] lr: 1.000e-02, eta: 2 days, 12:39:04, time: 1.098, data_time: 0.076, memory: 7080, top1_acc: 0.4727, top5_acc: 0.7461, loss_cls: 2.1871, loss: 2.1871, grad_norm: 5.2127 2021-06-16 07:08:20,811 - mmaction - INFO - Epoch [4][2680/3757] lr: 1.000e-02, eta: 2 days, 12:38:07, time: 1.129, data_time: 0.197, memory: 7080, top1_acc: 0.4758, top5_acc: 0.7258, loss_cls: 2.2769, loss: 2.2769, grad_norm: 5.4815 2021-06-16 07:08:45,064 - mmaction - INFO - Epoch [4][2700/3757] lr: 1.000e-02, eta: 2 days, 12:37:32, time: 1.213, data_time: 0.002, memory: 7080, top1_acc: 0.4742, top5_acc: 0.7328, loss_cls: 2.2002, loss: 2.2002, grad_norm: 5.4671 2021-06-16 07:09:07,495 - mmaction - INFO - Epoch [4][2720/3757] lr: 1.000e-02, eta: 2 days, 12:36:33, time: 1.121, data_time: 0.002, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7438, loss_cls: 2.1553, loss: 2.1553, grad_norm: 5.5067 2021-06-16 07:09:30,211 - mmaction - INFO - Epoch [4][2740/3757] lr: 1.000e-02, eta: 2 days, 12:35:39, time: 1.137, data_time: 0.002, memory: 7080, top1_acc: 0.4977, top5_acc: 0.7383, loss_cls: 2.1932, loss: 2.1932, grad_norm: 5.4600 2021-06-16 07:09:50,933 - mmaction - INFO - Epoch [4][2760/3757] lr: 1.000e-02, eta: 2 days, 12:34:19, time: 1.034, data_time: 0.002, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7586, loss_cls: 2.1157, loss: 2.1157, grad_norm: 5.4357 2021-06-16 07:10:12,867 - mmaction - INFO - Epoch [4][2780/3757] lr: 1.000e-02, eta: 2 days, 12:33:15, time: 1.098, data_time: 0.003, memory: 7080, top1_acc: 0.4930, top5_acc: 0.7461, loss_cls: 2.1326, loss: 2.1326, grad_norm: 5.5051 2021-06-16 07:10:35,672 - mmaction - INFO - Epoch [4][2800/3757] lr: 1.000e-02, eta: 2 days, 12:32:22, time: 1.141, data_time: 0.003, memory: 7080, top1_acc: 0.4742, top5_acc: 0.7453, loss_cls: 2.1996, loss: 2.1996, grad_norm: 5.4685 2021-06-16 07:10:58,382 - mmaction - INFO - Epoch [4][2820/3757] lr: 1.000e-02, eta: 2 days, 12:31:28, time: 1.135, data_time: 0.002, memory: 7080, top1_acc: 0.4680, top5_acc: 0.7219, loss_cls: 2.2312, loss: 2.2312, grad_norm: 5.3316 2021-06-16 07:11:20,618 - mmaction - INFO - Epoch [4][2840/3757] lr: 1.000e-02, eta: 2 days, 12:30:27, time: 1.110, data_time: 0.066, memory: 7080, top1_acc: 0.4750, top5_acc: 0.7430, loss_cls: 2.1983, loss: 2.1983, grad_norm: 5.2452 2021-06-16 07:11:43,313 - mmaction - INFO - Epoch [4][2860/3757] lr: 1.000e-02, eta: 2 days, 12:29:33, time: 1.134, data_time: 0.148, memory: 7080, top1_acc: 0.4562, top5_acc: 0.7148, loss_cls: 2.2868, loss: 2.2868, grad_norm: 5.4201 2021-06-16 07:12:05,426 - mmaction - INFO - Epoch [4][2880/3757] lr: 1.000e-02, eta: 2 days, 12:28:32, time: 1.108, data_time: 0.018, memory: 7080, top1_acc: 0.4641, top5_acc: 0.7477, loss_cls: 2.2377, loss: 2.2377, grad_norm: 5.5147 2021-06-16 07:12:28,370 - mmaction - INFO - Epoch [4][2900/3757] lr: 1.000e-02, eta: 2 days, 12:27:41, time: 1.147, data_time: 0.002, memory: 7080, top1_acc: 0.4813, top5_acc: 0.7445, loss_cls: 2.2244, loss: 2.2244, grad_norm: 5.2589 2021-06-16 07:12:51,369 - mmaction - INFO - Epoch [4][2920/3757] lr: 1.000e-02, eta: 2 days, 12:26:50, time: 1.149, data_time: 0.002, memory: 7080, top1_acc: 0.4742, top5_acc: 0.7180, loss_cls: 2.2825, loss: 2.2825, grad_norm: 5.6201 2021-06-16 07:13:12,804 - mmaction - INFO - Epoch [4][2940/3757] lr: 1.000e-02, eta: 2 days, 12:25:41, time: 1.073, data_time: 0.002, memory: 7080, top1_acc: 0.4953, top5_acc: 0.7508, loss_cls: 2.1642, loss: 2.1642, grad_norm: 5.4123 2021-06-16 07:13:36,656 - mmaction - INFO - Epoch [4][2960/3757] lr: 1.000e-02, eta: 2 days, 12:25:01, time: 1.191, data_time: 0.057, memory: 7080, top1_acc: 0.4664, top5_acc: 0.7359, loss_cls: 2.2525, loss: 2.2525, grad_norm: 5.4594 2021-06-16 07:13:58,862 - mmaction - INFO - Epoch [4][2980/3757] lr: 1.000e-02, eta: 2 days, 12:24:02, time: 1.112, data_time: 0.002, memory: 7080, top1_acc: 0.4836, top5_acc: 0.7438, loss_cls: 2.2153, loss: 2.2153, grad_norm: 5.5315 2021-06-16 07:14:21,760 - mmaction - INFO - Epoch [4][3000/3757] lr: 1.000e-02, eta: 2 days, 12:23:11, time: 1.145, data_time: 0.001, memory: 7080, top1_acc: 0.4617, top5_acc: 0.7414, loss_cls: 2.2139, loss: 2.2139, grad_norm: 5.6111 2021-06-16 07:14:45,282 - mmaction - INFO - Epoch [4][3020/3757] lr: 1.000e-02, eta: 2 days, 12:22:27, time: 1.174, data_time: 0.005, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7148, loss_cls: 2.2805, loss: 2.2805, grad_norm: 5.3346 2021-06-16 07:15:07,383 - mmaction - INFO - Epoch [4][3040/3757] lr: 1.000e-02, eta: 2 days, 12:21:26, time: 1.106, data_time: 0.003, memory: 7080, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.2217, loss: 2.2217, grad_norm: 5.4596 2021-06-16 07:15:29,125 - mmaction - INFO - Epoch [4][3060/3757] lr: 1.000e-02, eta: 2 days, 12:20:20, time: 1.085, data_time: 0.002, memory: 7080, top1_acc: 0.4617, top5_acc: 0.7195, loss_cls: 2.2917, loss: 2.2917, grad_norm: 5.4304 2021-06-16 07:15:53,055 - mmaction - INFO - Epoch [4][3080/3757] lr: 1.000e-02, eta: 2 days, 12:19:43, time: 1.199, data_time: 0.248, memory: 7080, top1_acc: 0.5000, top5_acc: 0.7453, loss_cls: 2.1872, loss: 2.1872, grad_norm: 5.4400 2021-06-16 07:16:15,300 - mmaction - INFO - Epoch [4][3100/3757] lr: 1.000e-02, eta: 2 days, 12:18:44, time: 1.112, data_time: 0.003, memory: 7080, top1_acc: 0.5000, top5_acc: 0.7359, loss_cls: 2.1742, loss: 2.1742, grad_norm: 5.3634 2021-06-16 07:16:38,359 - mmaction - INFO - Epoch [4][3120/3757] lr: 1.000e-02, eta: 2 days, 12:17:55, time: 1.153, data_time: 0.002, memory: 7080, top1_acc: 0.4664, top5_acc: 0.7250, loss_cls: 2.2149, loss: 2.2149, grad_norm: 5.4881 2021-06-16 07:17:01,318 - mmaction - INFO - Epoch [4][3140/3757] lr: 1.000e-02, eta: 2 days, 12:17:05, time: 1.148, data_time: 0.001, memory: 7080, top1_acc: 0.4664, top5_acc: 0.7148, loss_cls: 2.2898, loss: 2.2898, grad_norm: 5.3373 2021-06-16 07:17:24,263 - mmaction - INFO - Epoch [4][3160/3757] lr: 1.000e-02, eta: 2 days, 12:16:15, time: 1.147, data_time: 0.002, memory: 7080, top1_acc: 0.4633, top5_acc: 0.7203, loss_cls: 2.3166, loss: 2.3166, grad_norm: 5.4518 2021-06-16 07:17:47,100 - mmaction - INFO - Epoch [4][3180/3757] lr: 1.000e-02, eta: 2 days, 12:15:24, time: 1.142, data_time: 0.001, memory: 7080, top1_acc: 0.4977, top5_acc: 0.7578, loss_cls: 2.1578, loss: 2.1578, grad_norm: 5.4475 2021-06-16 07:18:08,943 - mmaction - INFO - Epoch [4][3200/3757] lr: 1.000e-02, eta: 2 days, 12:14:20, time: 1.089, data_time: 0.002, memory: 7080, top1_acc: 0.4695, top5_acc: 0.7453, loss_cls: 2.2384, loss: 2.2384, grad_norm: 5.3305 2021-06-16 07:18:32,367 - mmaction - INFO - Epoch [4][3220/3757] lr: 1.000e-02, eta: 2 days, 12:13:37, time: 1.174, data_time: 0.004, memory: 7080, top1_acc: 0.4766, top5_acc: 0.7570, loss_cls: 2.1980, loss: 2.1980, grad_norm: 5.4008 2021-06-16 07:18:55,090 - mmaction - INFO - Epoch [4][3240/3757] lr: 1.000e-02, eta: 2 days, 12:12:44, time: 1.136, data_time: 0.001, memory: 7080, top1_acc: 0.4859, top5_acc: 0.7430, loss_cls: 2.2259, loss: 2.2259, grad_norm: 5.4757 2021-06-16 07:19:17,440 - mmaction - INFO - Epoch [4][3260/3757] lr: 1.000e-02, eta: 2 days, 12:11:48, time: 1.118, data_time: 0.001, memory: 7080, top1_acc: 0.4742, top5_acc: 0.7234, loss_cls: 2.2945, loss: 2.2945, grad_norm: 5.5481 2021-06-16 07:19:39,331 - mmaction - INFO - Epoch [4][3280/3757] lr: 1.000e-02, eta: 2 days, 12:10:46, time: 1.095, data_time: 0.006, memory: 7080, top1_acc: 0.4953, top5_acc: 0.7422, loss_cls: 2.1672, loss: 2.1672, grad_norm: 5.4300 2021-06-16 07:20:02,460 - mmaction - INFO - Epoch [4][3300/3757] lr: 1.000e-02, eta: 2 days, 12:09:57, time: 1.152, data_time: 0.002, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7477, loss_cls: 2.1775, loss: 2.1775, grad_norm: 5.3434 2021-06-16 07:20:25,361 - mmaction - INFO - Epoch [4][3320/3757] lr: 1.000e-02, eta: 2 days, 12:09:08, time: 1.147, data_time: 0.006, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7555, loss_cls: 2.1317, loss: 2.1317, grad_norm: 5.3993 2021-06-16 07:20:47,910 - mmaction - INFO - Epoch [4][3340/3757] lr: 1.000e-02, eta: 2 days, 12:08:14, time: 1.128, data_time: 0.003, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.1527, loss: 2.1527, grad_norm: 5.4738 2021-06-16 07:21:10,742 - mmaction - INFO - Epoch [4][3360/3757] lr: 1.000e-02, eta: 2 days, 12:07:24, time: 1.143, data_time: 0.003, memory: 7080, top1_acc: 0.4594, top5_acc: 0.7086, loss_cls: 2.3218, loss: 2.3218, grad_norm: 5.5122 2021-06-16 07:21:34,698 - mmaction - INFO - Epoch [4][3380/3757] lr: 1.000e-02, eta: 2 days, 12:06:46, time: 1.197, data_time: 0.002, memory: 7080, top1_acc: 0.4742, top5_acc: 0.7250, loss_cls: 2.2570, loss: 2.2570, grad_norm: 5.3629 2021-06-16 07:21:57,856 - mmaction - INFO - Epoch [4][3400/3757] lr: 1.000e-02, eta: 2 days, 12:06:00, time: 1.158, data_time: 0.002, memory: 7080, top1_acc: 0.4813, top5_acc: 0.7328, loss_cls: 2.2408, loss: 2.2408, grad_norm: 5.4125 2021-06-16 07:22:20,753 - mmaction - INFO - Epoch [4][3420/3757] lr: 1.000e-02, eta: 2 days, 12:05:10, time: 1.141, data_time: 0.001, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7477, loss_cls: 2.1425, loss: 2.1425, grad_norm: 5.1867 2021-06-16 07:22:42,223 - mmaction - INFO - Epoch [4][3440/3757] lr: 1.000e-02, eta: 2 days, 12:04:04, time: 1.076, data_time: 0.005, memory: 7080, top1_acc: 0.4906, top5_acc: 0.7453, loss_cls: 2.1814, loss: 2.1814, grad_norm: 5.1822 2021-06-16 07:23:04,069 - mmaction - INFO - Epoch [4][3460/3757] lr: 1.000e-02, eta: 2 days, 12:03:02, time: 1.092, data_time: 0.001, memory: 7080, top1_acc: 0.4891, top5_acc: 0.7391, loss_cls: 2.1910, loss: 2.1910, grad_norm: 5.4877 2021-06-16 07:23:26,832 - mmaction - INFO - Epoch [4][3480/3757] lr: 1.000e-02, eta: 2 days, 12:02:11, time: 1.137, data_time: 0.002, memory: 7080, top1_acc: 0.4672, top5_acc: 0.7055, loss_cls: 2.3118, loss: 2.3118, grad_norm: 5.5236 2021-06-16 07:23:49,931 - mmaction - INFO - Epoch [4][3500/3757] lr: 1.000e-02, eta: 2 days, 12:01:24, time: 1.153, data_time: 0.003, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7383, loss_cls: 2.1543, loss: 2.1543, grad_norm: 5.5561 2021-06-16 07:24:13,355 - mmaction - INFO - Epoch [4][3520/3757] lr: 1.000e-02, eta: 2 days, 12:00:41, time: 1.174, data_time: 0.005, memory: 7080, top1_acc: 0.4875, top5_acc: 0.7461, loss_cls: 2.1862, loss: 2.1862, grad_norm: 5.4741 2021-06-16 07:24:34,945 - mmaction - INFO - Epoch [4][3540/3757] lr: 1.000e-02, eta: 2 days, 11:59:37, time: 1.079, data_time: 0.048, memory: 7080, top1_acc: 0.4711, top5_acc: 0.7211, loss_cls: 2.2252, loss: 2.2252, grad_norm: 5.5512 2021-06-16 07:24:58,314 - mmaction - INFO - Epoch [4][3560/3757] lr: 1.000e-02, eta: 2 days, 11:58:53, time: 1.167, data_time: 0.042, memory: 7080, top1_acc: 0.4953, top5_acc: 0.7414, loss_cls: 2.2141, loss: 2.2141, grad_norm: 5.5740 2021-06-16 07:25:22,246 - mmaction - INFO - Epoch [4][3580/3757] lr: 1.000e-02, eta: 2 days, 11:58:16, time: 1.197, data_time: 0.003, memory: 7080, top1_acc: 0.4945, top5_acc: 0.7555, loss_cls: 2.2114, loss: 2.2114, grad_norm: 5.5419 2021-06-16 07:25:45,325 - mmaction - INFO - Epoch [4][3600/3757] lr: 1.000e-02, eta: 2 days, 11:57:29, time: 1.154, data_time: 0.002, memory: 7080, top1_acc: 0.4836, top5_acc: 0.7352, loss_cls: 2.2302, loss: 2.2302, grad_norm: 5.5599 2021-06-16 07:26:07,774 - mmaction - INFO - Epoch [4][3620/3757] lr: 1.000e-02, eta: 2 days, 11:56:35, time: 1.123, data_time: 0.002, memory: 7080, top1_acc: 0.4820, top5_acc: 0.7438, loss_cls: 2.2076, loss: 2.2076, grad_norm: 5.3419 2021-06-16 07:26:30,259 - mmaction - INFO - Epoch [4][3640/3757] lr: 1.000e-02, eta: 2 days, 11:55:42, time: 1.125, data_time: 0.003, memory: 7080, top1_acc: 0.4742, top5_acc: 0.7461, loss_cls: 2.1832, loss: 2.1832, grad_norm: 5.4320 2021-06-16 07:26:52,603 - mmaction - INFO - Epoch [4][3660/3757] lr: 1.000e-02, eta: 2 days, 11:54:47, time: 1.117, data_time: 0.022, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.2439, loss: 2.2439, grad_norm: 5.4940 2021-06-16 07:27:16,492 - mmaction - INFO - Epoch [4][3680/3757] lr: 1.000e-02, eta: 2 days, 11:54:09, time: 1.192, data_time: 0.067, memory: 7080, top1_acc: 0.4758, top5_acc: 0.7336, loss_cls: 2.2077, loss: 2.2077, grad_norm: 5.4638 2021-06-16 07:27:39,082 - mmaction - INFO - Epoch [4][3700/3757] lr: 1.000e-02, eta: 2 days, 11:53:17, time: 1.132, data_time: 0.004, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.1387, loss: 2.1387, grad_norm: 5.3168 2021-06-16 07:28:01,954 - mmaction - INFO - Epoch [4][3720/3757] lr: 1.000e-02, eta: 2 days, 11:52:28, time: 1.143, data_time: 0.064, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7477, loss_cls: 2.1526, loss: 2.1526, grad_norm: 5.1874 2021-06-16 07:28:25,055 - mmaction - INFO - Epoch [4][3740/3757] lr: 1.000e-02, eta: 2 days, 11:51:42, time: 1.154, data_time: 0.002, memory: 7080, top1_acc: 0.4531, top5_acc: 0.7305, loss_cls: 2.2524, loss: 2.2524, grad_norm: 5.6246 2021-06-16 07:28:46,156 - mmaction - INFO - Saving checkpoint at 4 epochs 2021-06-16 07:36:24,527 - mmaction - INFO - Epoch [5][20/3757] lr: 1.000e-02, eta: 2 days, 13:09:39, time: 22.871, data_time: 21.882, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7656, loss_cls: 2.0249, loss: 2.0249, grad_norm: 5.2653 2021-06-16 07:36:47,257 - mmaction - INFO - Epoch [5][40/3757] lr: 1.000e-02, eta: 2 days, 13:08:42, time: 1.137, data_time: 0.433, memory: 7080, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.1542, loss: 2.1542, grad_norm: 5.3616 2021-06-16 07:37:10,069 - mmaction - INFO - Epoch [5][60/3757] lr: 1.000e-02, eta: 2 days, 13:07:46, time: 1.142, data_time: 0.213, memory: 7080, top1_acc: 0.4938, top5_acc: 0.7422, loss_cls: 2.1545, loss: 2.1545, grad_norm: 5.4865 2021-06-16 07:37:33,366 - mmaction - INFO - Epoch [5][80/3757] lr: 1.000e-02, eta: 2 days, 13:06:55, time: 1.162, data_time: 0.002, memory: 7080, top1_acc: 0.4711, top5_acc: 0.7344, loss_cls: 2.1790, loss: 2.1790, grad_norm: 5.5399 2021-06-16 07:37:54,663 - mmaction - INFO - Epoch [5][100/3757] lr: 1.000e-02, eta: 2 days, 13:05:41, time: 1.062, data_time: 0.044, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7516, loss_cls: 2.1110, loss: 2.1110, grad_norm: 5.4944 2021-06-16 07:38:17,223 - mmaction - INFO - Epoch [5][120/3757] lr: 1.000e-02, eta: 2 days, 13:04:44, time: 1.133, data_time: 0.073, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7516, loss_cls: 2.0854, loss: 2.0854, grad_norm: 5.4456 2021-06-16 07:38:41,045 - mmaction - INFO - Epoch [5][140/3757] lr: 1.000e-02, eta: 2 days, 13:03:59, time: 1.191, data_time: 0.007, memory: 7080, top1_acc: 0.4789, top5_acc: 0.7508, loss_cls: 2.1980, loss: 2.1980, grad_norm: 5.5158 2021-06-16 07:39:03,925 - mmaction - INFO - Epoch [5][160/3757] lr: 1.000e-02, eta: 2 days, 13:03:05, time: 1.144, data_time: 0.005, memory: 7080, top1_acc: 0.5102, top5_acc: 0.7664, loss_cls: 2.0570, loss: 2.0570, grad_norm: 5.3211 2021-06-16 07:39:26,777 - mmaction - INFO - Epoch [5][180/3757] lr: 1.000e-02, eta: 2 days, 13:02:10, time: 1.143, data_time: 0.002, memory: 7080, top1_acc: 0.4961, top5_acc: 0.7508, loss_cls: 2.1463, loss: 2.1463, grad_norm: 5.3855 2021-06-16 07:39:49,962 - mmaction - INFO - Epoch [5][200/3757] lr: 1.000e-02, eta: 2 days, 13:01:19, time: 1.159, data_time: 0.002, memory: 7080, top1_acc: 0.4656, top5_acc: 0.7398, loss_cls: 2.2326, loss: 2.2326, grad_norm: 5.5992 2021-06-16 07:40:13,286 - mmaction - INFO - Epoch [5][220/3757] lr: 1.000e-02, eta: 2 days, 13:00:29, time: 1.165, data_time: 0.001, memory: 7080, top1_acc: 0.4930, top5_acc: 0.7391, loss_cls: 2.1713, loss: 2.1713, grad_norm: 5.3996 2021-06-16 07:40:35,883 - mmaction - INFO - Epoch [5][240/3757] lr: 1.000e-02, eta: 2 days, 12:59:31, time: 1.131, data_time: 0.005, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7359, loss_cls: 2.1530, loss: 2.1530, grad_norm: 5.2552 2021-06-16 07:40:57,720 - mmaction - INFO - Epoch [5][260/3757] lr: 1.000e-02, eta: 2 days, 12:58:25, time: 1.092, data_time: 0.001, memory: 7080, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.1949, loss: 2.1949, grad_norm: 5.3912 2021-06-16 07:41:20,931 - mmaction - INFO - Epoch [5][280/3757] lr: 1.000e-02, eta: 2 days, 12:57:35, time: 1.160, data_time: 0.002, memory: 7080, top1_acc: 0.4828, top5_acc: 0.7539, loss_cls: 2.1610, loss: 2.1610, grad_norm: 5.5066 2021-06-16 07:41:43,294 - mmaction - INFO - Epoch [5][300/3757] lr: 1.000e-02, eta: 2 days, 12:56:35, time: 1.119, data_time: 0.001, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7500, loss_cls: 2.0950, loss: 2.0950, grad_norm: 5.3629 2021-06-16 07:42:05,541 - mmaction - INFO - Epoch [5][320/3757] lr: 1.000e-02, eta: 2 days, 12:55:33, time: 1.111, data_time: 0.001, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7680, loss_cls: 2.0616, loss: 2.0616, grad_norm: 5.4303 2021-06-16 07:42:28,120 - mmaction - INFO - Epoch [5][340/3757] lr: 1.000e-02, eta: 2 days, 12:54:36, time: 1.130, data_time: 0.002, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7477, loss_cls: 2.1454, loss: 2.1454, grad_norm: 5.3646 2021-06-16 07:42:50,931 - mmaction - INFO - Epoch [5][360/3757] lr: 1.000e-02, eta: 2 days, 12:53:41, time: 1.141, data_time: 0.002, memory: 7080, top1_acc: 0.4633, top5_acc: 0.7383, loss_cls: 2.1665, loss: 2.1665, grad_norm: 5.4517 2021-06-16 07:43:12,667 - mmaction - INFO - Epoch [5][380/3757] lr: 1.000e-02, eta: 2 days, 12:52:34, time: 1.086, data_time: 0.003, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7641, loss_cls: 2.0629, loss: 2.0629, grad_norm: 5.3374 2021-06-16 07:43:38,254 - mmaction - INFO - Epoch [5][400/3757] lr: 1.000e-02, eta: 2 days, 12:52:11, time: 1.280, data_time: 0.009, memory: 7080, top1_acc: 0.4773, top5_acc: 0.7438, loss_cls: 2.1642, loss: 2.1642, grad_norm: 5.4778 2021-06-16 07:44:00,070 - mmaction - INFO - Epoch [5][420/3757] lr: 1.000e-02, eta: 2 days, 12:51:05, time: 1.090, data_time: 0.001, memory: 7080, top1_acc: 0.4727, top5_acc: 0.7328, loss_cls: 2.2415, loss: 2.2415, grad_norm: 5.3746 2021-06-16 07:44:23,159 - mmaction - INFO - Epoch [5][440/3757] lr: 1.000e-02, eta: 2 days, 12:50:14, time: 1.154, data_time: 0.002, memory: 7080, top1_acc: 0.4977, top5_acc: 0.7664, loss_cls: 2.0626, loss: 2.0626, grad_norm: 5.5515 2021-06-16 07:44:45,693 - mmaction - INFO - Epoch [5][460/3757] lr: 1.000e-02, eta: 2 days, 12:49:17, time: 1.127, data_time: 0.002, memory: 7080, top1_acc: 0.4844, top5_acc: 0.7328, loss_cls: 2.2234, loss: 2.2234, grad_norm: 5.4111 2021-06-16 07:45:07,292 - mmaction - INFO - Epoch [5][480/3757] lr: 1.000e-02, eta: 2 days, 12:48:08, time: 1.077, data_time: 0.002, memory: 7080, top1_acc: 0.4945, top5_acc: 0.7406, loss_cls: 2.1385, loss: 2.1385, grad_norm: 5.4025 2021-06-16 07:45:30,585 - mmaction - INFO - Epoch [5][500/3757] lr: 1.000e-02, eta: 2 days, 12:47:20, time: 1.167, data_time: 0.004, memory: 7080, top1_acc: 0.4820, top5_acc: 0.7469, loss_cls: 2.1746, loss: 2.1746, grad_norm: 5.4287 2021-06-16 07:45:53,328 - mmaction - INFO - Epoch [5][520/3757] lr: 1.000e-02, eta: 2 days, 12:46:24, time: 1.131, data_time: 0.002, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7453, loss_cls: 2.1491, loss: 2.1491, grad_norm: 5.4566 2021-06-16 07:46:15,122 - mmaction - INFO - Epoch [5][540/3757] lr: 1.000e-02, eta: 2 days, 12:45:20, time: 1.096, data_time: 0.008, memory: 7080, top1_acc: 0.4977, top5_acc: 0.7469, loss_cls: 2.1157, loss: 2.1157, grad_norm: 5.3418 2021-06-16 07:46:39,140 - mmaction - INFO - Epoch [5][560/3757] lr: 1.000e-02, eta: 2 days, 12:44:39, time: 1.198, data_time: 0.004, memory: 7080, top1_acc: 0.5000, top5_acc: 0.7445, loss_cls: 2.1359, loss: 2.1359, grad_norm: 5.3835 2021-06-16 07:46:59,615 - mmaction - INFO - Epoch [5][580/3757] lr: 1.000e-02, eta: 2 days, 12:43:20, time: 1.026, data_time: 0.005, memory: 7080, top1_acc: 0.5148, top5_acc: 0.7641, loss_cls: 2.0740, loss: 2.0740, grad_norm: 5.4481 2021-06-16 07:47:21,537 - mmaction - INFO - Epoch [5][600/3757] lr: 1.000e-02, eta: 2 days, 12:42:15, time: 1.093, data_time: 0.016, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7547, loss_cls: 2.0606, loss: 2.0606, grad_norm: 5.3575 2021-06-16 07:47:45,824 - mmaction - INFO - Epoch [5][620/3757] lr: 1.000e-02, eta: 2 days, 12:41:39, time: 1.218, data_time: 0.189, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7492, loss_cls: 2.1192, loss: 2.1192, grad_norm: 5.3906 2021-06-16 07:48:08,563 - mmaction - INFO - Epoch [5][640/3757] lr: 1.000e-02, eta: 2 days, 12:40:45, time: 1.137, data_time: 0.015, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7289, loss_cls: 2.1871, loss: 2.1871, grad_norm: 5.3129 2021-06-16 07:48:29,892 - mmaction - INFO - Epoch [5][660/3757] lr: 1.000e-02, eta: 2 days, 12:39:34, time: 1.065, data_time: 0.006, memory: 7080, top1_acc: 0.4906, top5_acc: 0.7305, loss_cls: 2.1801, loss: 2.1801, grad_norm: 5.3678 2021-06-16 07:48:53,545 - mmaction - INFO - Epoch [5][680/3757] lr: 1.000e-02, eta: 2 days, 12:38:50, time: 1.184, data_time: 0.075, memory: 7080, top1_acc: 0.4844, top5_acc: 0.7609, loss_cls: 2.0958, loss: 2.0958, grad_norm: 5.3632 2021-06-16 07:49:15,013 - mmaction - INFO - Epoch [5][700/3757] lr: 1.000e-02, eta: 2 days, 12:37:42, time: 1.073, data_time: 0.034, memory: 7080, top1_acc: 0.5102, top5_acc: 0.7633, loss_cls: 2.0347, loss: 2.0347, grad_norm: 5.3364 2021-06-16 07:49:38,015 - mmaction - INFO - Epoch [5][720/3757] lr: 1.000e-02, eta: 2 days, 12:36:51, time: 1.151, data_time: 0.005, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7516, loss_cls: 2.1098, loss: 2.1098, grad_norm: 5.3225 2021-06-16 07:50:00,636 - mmaction - INFO - Epoch [5][740/3757] lr: 1.000e-02, eta: 2 days, 12:35:56, time: 1.131, data_time: 0.067, memory: 7080, top1_acc: 0.4844, top5_acc: 0.7578, loss_cls: 2.1191, loss: 2.1191, grad_norm: 5.4676 2021-06-16 07:50:24,390 - mmaction - INFO - Epoch [5][760/3757] lr: 1.000e-02, eta: 2 days, 12:35:13, time: 1.186, data_time: 0.048, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7289, loss_cls: 2.1715, loss: 2.1715, grad_norm: 5.4372 2021-06-16 07:50:47,496 - mmaction - INFO - Epoch [5][780/3757] lr: 1.000e-02, eta: 2 days, 12:34:23, time: 1.157, data_time: 0.008, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7688, loss_cls: 2.0056, loss: 2.0056, grad_norm: 5.1179 2021-06-16 07:51:09,686 - mmaction - INFO - Epoch [5][800/3757] lr: 1.000e-02, eta: 2 days, 12:33:24, time: 1.110, data_time: 0.002, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7461, loss_cls: 2.1211, loss: 2.1211, grad_norm: 5.5874 2021-06-16 07:51:32,569 - mmaction - INFO - Epoch [5][820/3757] lr: 1.000e-02, eta: 2 days, 12:32:32, time: 1.143, data_time: 0.002, memory: 7080, top1_acc: 0.4891, top5_acc: 0.7570, loss_cls: 2.1320, loss: 2.1320, grad_norm: 5.4339 2021-06-16 07:51:55,039 - mmaction - INFO - Epoch [5][840/3757] lr: 1.000e-02, eta: 2 days, 12:31:35, time: 1.124, data_time: 0.002, memory: 7080, top1_acc: 0.4789, top5_acc: 0.7531, loss_cls: 2.1167, loss: 2.1167, grad_norm: 5.3842 2021-06-16 07:52:17,099 - mmaction - INFO - Epoch [5][860/3757] lr: 1.000e-02, eta: 2 days, 12:30:34, time: 1.101, data_time: 0.001, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7633, loss_cls: 2.0300, loss: 2.0300, grad_norm: 5.4512 2021-06-16 07:52:39,395 - mmaction - INFO - Epoch [5][880/3757] lr: 1.000e-02, eta: 2 days, 12:29:36, time: 1.116, data_time: 0.100, memory: 7080, top1_acc: 0.4789, top5_acc: 0.7312, loss_cls: 2.1955, loss: 2.1955, grad_norm: 5.5247 2021-06-16 07:53:01,515 - mmaction - INFO - Epoch [5][900/3757] lr: 1.000e-02, eta: 2 days, 12:28:36, time: 1.107, data_time: 0.008, memory: 7080, top1_acc: 0.5227, top5_acc: 0.7609, loss_cls: 2.0846, loss: 2.0846, grad_norm: 5.3710 2021-06-16 07:53:26,213 - mmaction - INFO - Epoch [5][920/3757] lr: 1.000e-02, eta: 2 days, 12:28:04, time: 1.235, data_time: 0.051, memory: 7080, top1_acc: 0.4930, top5_acc: 0.7492, loss_cls: 2.1563, loss: 2.1563, grad_norm: 5.6842 2021-06-16 07:53:49,292 - mmaction - INFO - Epoch [5][940/3757] lr: 1.000e-02, eta: 2 days, 12:27:15, time: 1.154, data_time: 0.002, memory: 7080, top1_acc: 0.4680, top5_acc: 0.7516, loss_cls: 2.1513, loss: 2.1513, grad_norm: 5.5450 2021-06-16 07:54:11,515 - mmaction - INFO - Epoch [5][960/3757] lr: 1.000e-02, eta: 2 days, 12:26:16, time: 1.111, data_time: 0.004, memory: 7080, top1_acc: 0.5000, top5_acc: 0.7570, loss_cls: 2.0774, loss: 2.0774, grad_norm: 5.2756 2021-06-16 07:54:33,560 - mmaction - INFO - Epoch [5][980/3757] lr: 1.000e-02, eta: 2 days, 12:25:15, time: 1.102, data_time: 0.001, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7453, loss_cls: 2.1532, loss: 2.1532, grad_norm: 5.5885 2021-06-16 07:54:57,408 - mmaction - INFO - Epoch [5][1000/3757] lr: 1.000e-02, eta: 2 days, 12:24:34, time: 1.192, data_time: 0.002, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7766, loss_cls: 2.0648, loss: 2.0648, grad_norm: 5.4368 2021-06-16 07:55:19,923 - mmaction - INFO - Epoch [5][1020/3757] lr: 1.000e-02, eta: 2 days, 12:23:39, time: 1.125, data_time: 0.002, memory: 7080, top1_acc: 0.4891, top5_acc: 0.7391, loss_cls: 2.1603, loss: 2.1603, grad_norm: 5.4307 2021-06-16 07:55:43,456 - mmaction - INFO - Epoch [5][1040/3757] lr: 1.000e-02, eta: 2 days, 12:22:55, time: 1.177, data_time: 0.003, memory: 7080, top1_acc: 0.5000, top5_acc: 0.7461, loss_cls: 2.1290, loss: 2.1290, grad_norm: 5.3091 2021-06-16 07:56:05,402 - mmaction - INFO - Epoch [5][1060/3757] lr: 1.000e-02, eta: 2 days, 12:21:53, time: 1.096, data_time: 0.002, memory: 7080, top1_acc: 0.4992, top5_acc: 0.7531, loss_cls: 2.1619, loss: 2.1619, grad_norm: 5.4349 2021-06-16 07:56:27,568 - mmaction - INFO - Epoch [5][1080/3757] lr: 1.000e-02, eta: 2 days, 12:20:55, time: 1.109, data_time: 0.003, memory: 7080, top1_acc: 0.5023, top5_acc: 0.7555, loss_cls: 2.0670, loss: 2.0670, grad_norm: 5.2327 2021-06-16 07:56:51,085 - mmaction - INFO - Epoch [5][1100/3757] lr: 1.000e-02, eta: 2 days, 12:20:09, time: 1.171, data_time: 0.003, memory: 7080, top1_acc: 0.4758, top5_acc: 0.7398, loss_cls: 2.1683, loss: 2.1683, grad_norm: 5.5569 2021-06-16 07:57:13,848 - mmaction - INFO - Epoch [5][1120/3757] lr: 1.000e-02, eta: 2 days, 12:19:18, time: 1.144, data_time: 0.006, memory: 7080, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.2936, loss: 2.2936, grad_norm: 5.4511 2021-06-16 07:57:37,019 - mmaction - INFO - Epoch [5][1140/3757] lr: 1.000e-02, eta: 2 days, 12:18:30, time: 1.158, data_time: 0.002, memory: 7080, top1_acc: 0.4820, top5_acc: 0.7289, loss_cls: 2.1957, loss: 2.1957, grad_norm: 5.5113 2021-06-16 07:57:59,097 - mmaction - INFO - Epoch [5][1160/3757] lr: 1.000e-02, eta: 2 days, 12:17:31, time: 1.104, data_time: 0.001, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7461, loss_cls: 2.0952, loss: 2.0952, grad_norm: 5.1494 2021-06-16 07:58:21,469 - mmaction - INFO - Epoch [5][1180/3757] lr: 1.000e-02, eta: 2 days, 12:16:34, time: 1.116, data_time: 0.001, memory: 7080, top1_acc: 0.4805, top5_acc: 0.7320, loss_cls: 2.2173, loss: 2.2173, grad_norm: 5.2907 2021-06-16 07:58:45,332 - mmaction - INFO - Epoch [5][1200/3757] lr: 1.000e-02, eta: 2 days, 12:15:54, time: 1.194, data_time: 0.003, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7594, loss_cls: 2.0286, loss: 2.0286, grad_norm: 5.1564 2021-06-16 07:59:07,589 - mmaction - INFO - Epoch [5][1220/3757] lr: 1.000e-02, eta: 2 days, 12:14:57, time: 1.114, data_time: 0.003, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7703, loss_cls: 2.1197, loss: 2.1197, grad_norm: 5.5734 2021-06-16 07:59:31,133 - mmaction - INFO - Epoch [5][1240/3757] lr: 1.000e-02, eta: 2 days, 12:14:14, time: 1.177, data_time: 0.002, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7500, loss_cls: 2.1374, loss: 2.1374, grad_norm: 5.4722 2021-06-16 07:59:52,820 - mmaction - INFO - Epoch [5][1260/3757] lr: 1.000e-02, eta: 2 days, 12:13:11, time: 1.084, data_time: 0.002, memory: 7080, top1_acc: 0.5156, top5_acc: 0.7742, loss_cls: 2.0156, loss: 2.0156, grad_norm: 5.2534 2021-06-16 08:00:15,830 - mmaction - INFO - Epoch [5][1280/3757] lr: 1.000e-02, eta: 2 days, 12:12:22, time: 1.151, data_time: 0.002, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7453, loss_cls: 2.0982, loss: 2.0982, grad_norm: 5.4939 2021-06-16 08:00:38,507 - mmaction - INFO - Epoch [5][1300/3757] lr: 1.000e-02, eta: 2 days, 12:11:29, time: 1.132, data_time: 0.002, memory: 7080, top1_acc: 0.5258, top5_acc: 0.7531, loss_cls: 2.0368, loss: 2.0368, grad_norm: 5.3921 2021-06-16 08:01:00,753 - mmaction - INFO - Epoch [5][1320/3757] lr: 1.000e-02, eta: 2 days, 12:10:32, time: 1.114, data_time: 0.003, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7539, loss_cls: 2.0988, loss: 2.0988, grad_norm: 5.4393 2021-06-16 08:01:22,543 - mmaction - INFO - Epoch [5][1340/3757] lr: 1.000e-02, eta: 2 days, 12:09:30, time: 1.089, data_time: 0.001, memory: 7080, top1_acc: 0.5000, top5_acc: 0.7484, loss_cls: 2.1258, loss: 2.1258, grad_norm: 5.4736 2021-06-16 08:01:45,679 - mmaction - INFO - Epoch [5][1360/3757] lr: 1.000e-02, eta: 2 days, 12:08:43, time: 1.156, data_time: 0.002, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7617, loss_cls: 2.0407, loss: 2.0407, grad_norm: 5.1913 2021-06-16 08:02:09,021 - mmaction - INFO - Epoch [5][1380/3757] lr: 1.000e-02, eta: 2 days, 12:07:58, time: 1.168, data_time: 0.003, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7414, loss_cls: 2.1322, loss: 2.1322, grad_norm: 5.3727 2021-06-16 08:02:32,523 - mmaction - INFO - Epoch [5][1400/3757] lr: 1.000e-02, eta: 2 days, 12:07:14, time: 1.175, data_time: 0.001, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7523, loss_cls: 2.1407, loss: 2.1407, grad_norm: 5.4138 2021-06-16 08:02:56,262 - mmaction - INFO - Epoch [5][1420/3757] lr: 1.000e-02, eta: 2 days, 12:06:33, time: 1.187, data_time: 0.002, memory: 7080, top1_acc: 0.5047, top5_acc: 0.7492, loss_cls: 2.1277, loss: 2.1277, grad_norm: 5.5051 2021-06-16 08:03:18,269 - mmaction - INFO - Epoch [5][1440/3757] lr: 1.000e-02, eta: 2 days, 12:05:34, time: 1.100, data_time: 0.004, memory: 7080, top1_acc: 0.4695, top5_acc: 0.7172, loss_cls: 2.2612, loss: 2.2612, grad_norm: 5.6406 2021-06-16 08:03:39,944 - mmaction - INFO - Epoch [5][1460/3757] lr: 1.000e-02, eta: 2 days, 12:04:32, time: 1.083, data_time: 0.002, memory: 7080, top1_acc: 0.4891, top5_acc: 0.7484, loss_cls: 2.1239, loss: 2.1239, grad_norm: 5.5114 2021-06-16 08:04:01,847 - mmaction - INFO - Epoch [5][1480/3757] lr: 1.000e-02, eta: 2 days, 12:03:31, time: 1.094, data_time: 0.003, memory: 7080, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.1887, loss: 2.1887, grad_norm: 5.5587 2021-06-16 08:04:25,942 - mmaction - INFO - Epoch [5][1500/3757] lr: 1.000e-02, eta: 2 days, 12:02:55, time: 1.208, data_time: 0.004, memory: 7080, top1_acc: 0.5000, top5_acc: 0.7680, loss_cls: 2.1056, loss: 2.1056, grad_norm: 5.3017 2021-06-16 08:04:47,356 - mmaction - INFO - Epoch [5][1520/3757] lr: 1.000e-02, eta: 2 days, 12:01:50, time: 1.070, data_time: 0.001, memory: 7080, top1_acc: 0.4695, top5_acc: 0.7375, loss_cls: 2.2200, loss: 2.2200, grad_norm: 5.4730 2021-06-16 08:05:10,224 - mmaction - INFO - Epoch [5][1540/3757] lr: 1.000e-02, eta: 2 days, 12:01:00, time: 1.143, data_time: 0.004, memory: 7080, top1_acc: 0.4711, top5_acc: 0.7430, loss_cls: 2.2008, loss: 2.2008, grad_norm: 5.4545 2021-06-16 08:05:33,706 - mmaction - INFO - Epoch [5][1560/3757] lr: 1.000e-02, eta: 2 days, 12:00:17, time: 1.175, data_time: 0.013, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7352, loss_cls: 2.1921, loss: 2.1921, grad_norm: 5.4271 2021-06-16 08:05:56,188 - mmaction - INFO - Epoch [5][1580/3757] lr: 1.000e-02, eta: 2 days, 11:59:23, time: 1.121, data_time: 0.016, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7555, loss_cls: 2.0760, loss: 2.0760, grad_norm: 5.2908 2021-06-16 08:06:19,122 - mmaction - INFO - Epoch [5][1600/3757] lr: 1.000e-02, eta: 2 days, 11:58:35, time: 1.149, data_time: 0.056, memory: 7080, top1_acc: 0.4984, top5_acc: 0.7414, loss_cls: 2.1676, loss: 2.1676, grad_norm: 5.3799 2021-06-16 08:06:42,057 - mmaction - INFO - Epoch [5][1620/3757] lr: 1.000e-02, eta: 2 days, 11:57:46, time: 1.147, data_time: 0.018, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7500, loss_cls: 2.0786, loss: 2.0786, grad_norm: 5.3500 2021-06-16 08:07:02,532 - mmaction - INFO - Epoch [5][1640/3757] lr: 1.000e-02, eta: 2 days, 11:56:31, time: 1.020, data_time: 0.002, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7672, loss_cls: 2.0523, loss: 2.0523, grad_norm: 5.4080 2021-06-16 08:07:26,148 - mmaction - INFO - Epoch [5][1660/3757] lr: 1.000e-02, eta: 2 days, 11:55:50, time: 1.183, data_time: 0.033, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7633, loss_cls: 2.0693, loss: 2.0693, grad_norm: 5.4166 2021-06-16 08:07:48,079 - mmaction - INFO - Epoch [5][1680/3757] lr: 1.000e-02, eta: 2 days, 11:54:52, time: 1.098, data_time: 0.004, memory: 7080, top1_acc: 0.4875, top5_acc: 0.7234, loss_cls: 2.1763, loss: 2.1763, grad_norm: 5.4527 2021-06-16 08:08:10,192 - mmaction - INFO - Epoch [5][1700/3757] lr: 1.000e-02, eta: 2 days, 11:53:55, time: 1.106, data_time: 0.070, memory: 7080, top1_acc: 0.4695, top5_acc: 0.7211, loss_cls: 2.2808, loss: 2.2808, grad_norm: 5.3432 2021-06-16 08:08:31,999 - mmaction - INFO - Epoch [5][1720/3757] lr: 1.000e-02, eta: 2 days, 11:52:54, time: 1.087, data_time: 0.229, memory: 7080, top1_acc: 0.4992, top5_acc: 0.7492, loss_cls: 2.1163, loss: 2.1163, grad_norm: 5.2485 2021-06-16 08:08:55,198 - mmaction - INFO - Epoch [5][1740/3757] lr: 1.000e-02, eta: 2 days, 11:52:09, time: 1.163, data_time: 0.274, memory: 7080, top1_acc: 0.4914, top5_acc: 0.7391, loss_cls: 2.1389, loss: 2.1389, grad_norm: 5.7261 2021-06-16 08:09:16,782 - mmaction - INFO - Epoch [5][1760/3757] lr: 1.000e-02, eta: 2 days, 11:51:07, time: 1.079, data_time: 0.137, memory: 7080, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1448, loss: 2.1448, grad_norm: 5.4179 2021-06-16 08:09:39,341 - mmaction - INFO - Epoch [5][1780/3757] lr: 1.000e-02, eta: 2 days, 11:50:15, time: 1.129, data_time: 0.034, memory: 7080, top1_acc: 0.4961, top5_acc: 0.7523, loss_cls: 2.1168, loss: 2.1168, grad_norm: 5.4749 2021-06-16 08:10:01,615 - mmaction - INFO - Epoch [5][1800/3757] lr: 1.000e-02, eta: 2 days, 11:49:20, time: 1.113, data_time: 0.004, memory: 7080, top1_acc: 0.4656, top5_acc: 0.7305, loss_cls: 2.2815, loss: 2.2815, grad_norm: 5.4057 2021-06-16 08:10:25,119 - mmaction - INFO - Epoch [5][1820/3757] lr: 1.000e-02, eta: 2 days, 11:48:38, time: 1.176, data_time: 0.002, memory: 7080, top1_acc: 0.5109, top5_acc: 0.7594, loss_cls: 2.0706, loss: 2.0706, grad_norm: 5.1738 2021-06-16 08:10:47,878 - mmaction - INFO - Epoch [5][1840/3757] lr: 1.000e-02, eta: 2 days, 11:47:48, time: 1.133, data_time: 0.002, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7633, loss_cls: 2.0556, loss: 2.0556, grad_norm: 5.4733 2021-06-16 08:11:10,397 - mmaction - INFO - Epoch [5][1860/3757] lr: 1.000e-02, eta: 2 days, 11:46:56, time: 1.131, data_time: 0.006, memory: 7080, top1_acc: 0.4891, top5_acc: 0.7500, loss_cls: 2.1754, loss: 2.1754, grad_norm: 5.4466 2021-06-16 08:11:33,320 - mmaction - INFO - Epoch [5][1880/3757] lr: 1.000e-02, eta: 2 days, 11:46:08, time: 1.145, data_time: 0.001, memory: 7080, top1_acc: 0.4891, top5_acc: 0.7461, loss_cls: 2.1622, loss: 2.1622, grad_norm: 5.4409 2021-06-16 08:11:56,354 - mmaction - INFO - Epoch [5][1900/3757] lr: 1.000e-02, eta: 2 days, 11:45:22, time: 1.153, data_time: 0.002, memory: 7080, top1_acc: 0.5078, top5_acc: 0.7422, loss_cls: 2.0939, loss: 2.0939, grad_norm: 5.2764 2021-06-16 08:12:18,446 - mmaction - INFO - Epoch [5][1920/3757] lr: 1.000e-02, eta: 2 days, 11:44:25, time: 1.105, data_time: 0.002, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7570, loss_cls: 2.0699, loss: 2.0699, grad_norm: 5.2484 2021-06-16 08:12:39,655 - mmaction - INFO - Epoch [5][1940/3757] lr: 1.000e-02, eta: 2 days, 11:43:20, time: 1.060, data_time: 0.002, memory: 7080, top1_acc: 0.4984, top5_acc: 0.7570, loss_cls: 2.0949, loss: 2.0949, grad_norm: 5.3586 2021-06-16 08:13:02,634 - mmaction - INFO - Epoch [5][1960/3757] lr: 1.000e-02, eta: 2 days, 11:42:33, time: 1.148, data_time: 0.004, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7508, loss_cls: 2.1423, loss: 2.1423, grad_norm: 5.3305 2021-06-16 08:13:25,765 - mmaction - INFO - Epoch [5][1980/3757] lr: 1.000e-02, eta: 2 days, 11:41:48, time: 1.157, data_time: 0.002, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.0820, loss: 2.0820, grad_norm: 5.2963 2021-06-16 08:13:48,820 - mmaction - INFO - Epoch [5][2000/3757] lr: 1.000e-02, eta: 2 days, 11:41:01, time: 1.153, data_time: 0.002, memory: 7080, top1_acc: 0.4961, top5_acc: 0.7492, loss_cls: 2.1432, loss: 2.1432, grad_norm: 5.5041 2021-06-16 08:14:11,257 - mmaction - INFO - Epoch [5][2020/3757] lr: 1.000e-02, eta: 2 days, 11:40:08, time: 1.119, data_time: 0.001, memory: 7080, top1_acc: 0.4977, top5_acc: 0.7367, loss_cls: 2.2080, loss: 2.2080, grad_norm: 5.3333 2021-06-16 08:14:35,025 - mmaction - INFO - Epoch [5][2040/3757] lr: 1.000e-02, eta: 2 days, 11:39:30, time: 1.190, data_time: 0.005, memory: 7080, top1_acc: 0.4922, top5_acc: 0.7477, loss_cls: 2.2026, loss: 2.2026, grad_norm: 5.4591 2021-06-16 08:14:57,600 - mmaction - INFO - Epoch [5][2060/3757] lr: 1.000e-02, eta: 2 days, 11:38:39, time: 1.129, data_time: 0.002, memory: 7080, top1_acc: 0.4789, top5_acc: 0.7523, loss_cls: 2.1403, loss: 2.1403, grad_norm: 5.4412 2021-06-16 08:15:19,871 - mmaction - INFO - Epoch [5][2080/3757] lr: 1.000e-02, eta: 2 days, 11:37:44, time: 1.107, data_time: 0.002, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7273, loss_cls: 2.1481, loss: 2.1481, grad_norm: 5.4790 2021-06-16 08:15:42,443 - mmaction - INFO - Epoch [5][2100/3757] lr: 1.000e-02, eta: 2 days, 11:36:54, time: 1.135, data_time: 0.198, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7523, loss_cls: 2.1348, loss: 2.1348, grad_norm: 5.4368 2021-06-16 08:16:05,331 - mmaction - INFO - Epoch [5][2120/3757] lr: 1.000e-02, eta: 2 days, 11:36:07, time: 1.146, data_time: 0.124, memory: 7080, top1_acc: 0.5273, top5_acc: 0.7586, loss_cls: 2.0785, loss: 2.0785, grad_norm: 5.2753 2021-06-16 08:16:27,330 - mmaction - INFO - Epoch [5][2140/3757] lr: 1.000e-02, eta: 2 days, 11:35:10, time: 1.099, data_time: 0.059, memory: 7080, top1_acc: 0.4930, top5_acc: 0.7469, loss_cls: 2.1192, loss: 2.1192, grad_norm: 5.3506 2021-06-16 08:16:49,593 - mmaction - INFO - Epoch [5][2160/3757] lr: 1.000e-02, eta: 2 days, 11:34:17, time: 1.113, data_time: 0.024, memory: 7080, top1_acc: 0.4672, top5_acc: 0.7273, loss_cls: 2.3010, loss: 2.3010, grad_norm: 5.4661 2021-06-16 08:17:12,534 - mmaction - INFO - Epoch [5][2180/3757] lr: 1.000e-02, eta: 2 days, 11:33:30, time: 1.147, data_time: 0.082, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7445, loss_cls: 2.0951, loss: 2.0951, grad_norm: 5.2035 2021-06-16 08:17:34,048 - mmaction - INFO - Epoch [5][2200/3757] lr: 1.000e-02, eta: 2 days, 11:32:29, time: 1.076, data_time: 0.190, memory: 7080, top1_acc: 0.4961, top5_acc: 0.7406, loss_cls: 2.1484, loss: 2.1484, grad_norm: 5.3699 2021-06-16 08:17:55,954 - mmaction - INFO - Epoch [5][2220/3757] lr: 1.000e-02, eta: 2 days, 11:31:32, time: 1.095, data_time: 0.003, memory: 7080, top1_acc: 0.5055, top5_acc: 0.7352, loss_cls: 2.1750, loss: 2.1750, grad_norm: 5.2954 2021-06-16 08:18:19,389 - mmaction - INFO - Epoch [5][2240/3757] lr: 1.000e-02, eta: 2 days, 11:30:50, time: 1.170, data_time: 0.004, memory: 7080, top1_acc: 0.4789, top5_acc: 0.7375, loss_cls: 2.2050, loss: 2.2050, grad_norm: 5.4925 2021-06-16 08:18:40,915 - mmaction - INFO - Epoch [5][2260/3757] lr: 1.000e-02, eta: 2 days, 11:29:49, time: 1.074, data_time: 0.003, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7430, loss_cls: 2.0728, loss: 2.0728, grad_norm: 5.3095 2021-06-16 08:19:04,083 - mmaction - INFO - Epoch [5][2280/3757] lr: 1.000e-02, eta: 2 days, 11:29:05, time: 1.160, data_time: 0.055, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7641, loss_cls: 2.0276, loss: 2.0276, grad_norm: 5.4491 2021-06-16 08:19:26,628 - mmaction - INFO - Epoch [5][2300/3757] lr: 1.000e-02, eta: 2 days, 11:28:15, time: 1.130, data_time: 0.003, memory: 7080, top1_acc: 0.4828, top5_acc: 0.7445, loss_cls: 2.1402, loss: 2.1402, grad_norm: 5.3379 2021-06-16 08:19:49,700 - mmaction - INFO - Epoch [5][2320/3757] lr: 1.000e-02, eta: 2 days, 11:27:30, time: 1.153, data_time: 0.003, memory: 7080, top1_acc: 0.5023, top5_acc: 0.7492, loss_cls: 2.1164, loss: 2.1164, grad_norm: 5.3457 2021-06-16 08:20:13,723 - mmaction - INFO - Epoch [5][2340/3757] lr: 1.000e-02, eta: 2 days, 11:26:54, time: 1.201, data_time: 0.001, memory: 7080, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.2031, loss: 2.2031, grad_norm: 5.5700 2021-06-16 08:20:37,149 - mmaction - INFO - Epoch [5][2360/3757] lr: 1.000e-02, eta: 2 days, 11:26:11, time: 1.166, data_time: 0.002, memory: 7080, top1_acc: 0.4828, top5_acc: 0.7414, loss_cls: 2.2084, loss: 2.2084, grad_norm: 5.4716 2021-06-16 08:20:59,461 - mmaction - INFO - Epoch [5][2380/3757] lr: 1.000e-02, eta: 2 days, 11:25:20, time: 1.121, data_time: 0.007, memory: 7080, top1_acc: 0.4875, top5_acc: 0.7430, loss_cls: 2.1676, loss: 2.1676, grad_norm: 5.5246 2021-06-16 08:21:21,878 - mmaction - INFO - Epoch [5][2400/3757] lr: 1.000e-02, eta: 2 days, 11:24:29, time: 1.121, data_time: 0.002, memory: 7080, top1_acc: 0.4930, top5_acc: 0.7406, loss_cls: 2.1706, loss: 2.1706, grad_norm: 5.5229 2021-06-16 08:21:44,392 - mmaction - INFO - Epoch [5][2420/3757] lr: 1.000e-02, eta: 2 days, 11:23:38, time: 1.126, data_time: 0.002, memory: 7080, top1_acc: 0.5023, top5_acc: 0.7656, loss_cls: 2.0672, loss: 2.0672, grad_norm: 5.3322 2021-06-16 08:22:07,423 - mmaction - INFO - Epoch [5][2440/3757] lr: 1.000e-02, eta: 2 days, 11:22:53, time: 1.151, data_time: 0.001, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7539, loss_cls: 2.0786, loss: 2.0786, grad_norm: 5.2728 2021-06-16 08:22:29,779 - mmaction - INFO - Epoch [5][2460/3757] lr: 1.000e-02, eta: 2 days, 11:22:01, time: 1.118, data_time: 0.001, memory: 7080, top1_acc: 0.4930, top5_acc: 0.7539, loss_cls: 2.1506, loss: 2.1506, grad_norm: 5.3997 2021-06-16 08:22:53,115 - mmaction - INFO - Epoch [5][2480/3757] lr: 1.000e-02, eta: 2 days, 11:21:19, time: 1.166, data_time: 0.002, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7617, loss_cls: 2.1053, loss: 2.1053, grad_norm: 5.3464 2021-06-16 08:23:15,555 - mmaction - INFO - Epoch [5][2500/3757] lr: 1.000e-02, eta: 2 days, 11:20:28, time: 1.123, data_time: 0.002, memory: 7080, top1_acc: 0.4852, top5_acc: 0.7172, loss_cls: 2.2399, loss: 2.2399, grad_norm: 5.4799 2021-06-16 08:23:39,087 - mmaction - INFO - Epoch [5][2520/3757] lr: 1.000e-02, eta: 2 days, 11:19:48, time: 1.177, data_time: 0.002, memory: 7080, top1_acc: 0.4820, top5_acc: 0.7516, loss_cls: 2.1846, loss: 2.1846, grad_norm: 5.3705 2021-06-16 08:24:01,059 - mmaction - INFO - Epoch [5][2540/3757] lr: 1.000e-02, eta: 2 days, 11:18:52, time: 1.096, data_time: 0.001, memory: 7080, top1_acc: 0.4844, top5_acc: 0.7391, loss_cls: 2.1911, loss: 2.1911, grad_norm: 5.3611 2021-06-16 08:24:23,742 - mmaction - INFO - Epoch [5][2560/3757] lr: 1.000e-02, eta: 2 days, 11:18:05, time: 1.137, data_time: 0.005, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7531, loss_cls: 2.0629, loss: 2.0629, grad_norm: 5.1957 2021-06-16 08:24:46,862 - mmaction - INFO - Epoch [5][2580/3757] lr: 1.000e-02, eta: 2 days, 11:17:20, time: 1.155, data_time: 0.001, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7477, loss_cls: 2.1656, loss: 2.1656, grad_norm: 5.4473 2021-06-16 08:25:09,535 - mmaction - INFO - Epoch [5][2600/3757] lr: 1.000e-02, eta: 2 days, 11:16:32, time: 1.132, data_time: 0.003, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7516, loss_cls: 2.1387, loss: 2.1387, grad_norm: 5.2057 2021-06-16 08:25:32,016 - mmaction - INFO - Epoch [5][2620/3757] lr: 1.000e-02, eta: 2 days, 11:15:42, time: 1.126, data_time: 0.004, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7492, loss_cls: 2.0873, loss: 2.0873, grad_norm: 5.0121 2021-06-16 08:25:54,092 - mmaction - INFO - Epoch [5][2640/3757] lr: 1.000e-02, eta: 2 days, 11:14:48, time: 1.104, data_time: 0.002, memory: 7080, top1_acc: 0.5156, top5_acc: 0.7617, loss_cls: 2.0874, loss: 2.0874, grad_norm: 5.3814 2021-06-16 08:26:16,962 - mmaction - INFO - Epoch [5][2660/3757] lr: 1.000e-02, eta: 2 days, 11:14:02, time: 1.143, data_time: 0.003, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7453, loss_cls: 2.0943, loss: 2.0943, grad_norm: 5.3562 2021-06-16 08:26:38,829 - mmaction - INFO - Epoch [5][2680/3757] lr: 1.000e-02, eta: 2 days, 11:13:06, time: 1.093, data_time: 0.002, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7523, loss_cls: 2.0999, loss: 2.0999, grad_norm: 5.4145 2021-06-16 08:27:01,989 - mmaction - INFO - Epoch [5][2700/3757] lr: 1.000e-02, eta: 2 days, 11:12:23, time: 1.158, data_time: 0.002, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 2.0871, loss: 2.0871, grad_norm: 5.2961 2021-06-16 08:27:24,789 - mmaction - INFO - Epoch [5][2720/3757] lr: 1.000e-02, eta: 2 days, 11:11:36, time: 1.141, data_time: 0.005, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7703, loss_cls: 2.0829, loss: 2.0829, grad_norm: 5.2822 2021-06-16 08:27:46,761 - mmaction - INFO - Epoch [5][2740/3757] lr: 1.000e-02, eta: 2 days, 11:10:42, time: 1.098, data_time: 0.001, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7688, loss_cls: 2.0424, loss: 2.0424, grad_norm: 5.4842 2021-06-16 08:28:10,640 - mmaction - INFO - Epoch [5][2760/3757] lr: 1.000e-02, eta: 2 days, 11:10:05, time: 1.189, data_time: 0.001, memory: 7080, top1_acc: 0.4938, top5_acc: 0.7383, loss_cls: 2.1791, loss: 2.1791, grad_norm: 5.6116 2021-06-16 08:28:31,917 - mmaction - INFO - Epoch [5][2780/3757] lr: 1.000e-02, eta: 2 days, 11:09:04, time: 1.067, data_time: 0.006, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7383, loss_cls: 2.1974, loss: 2.1974, grad_norm: 5.6448 2021-06-16 08:28:54,207 - mmaction - INFO - Epoch [5][2800/3757] lr: 1.000e-02, eta: 2 days, 11:08:13, time: 1.116, data_time: 0.077, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7508, loss_cls: 2.1495, loss: 2.1495, grad_norm: 5.4704 2021-06-16 08:29:17,569 - mmaction - INFO - Epoch [5][2820/3757] lr: 1.000e-02, eta: 2 days, 11:07:32, time: 1.168, data_time: 0.195, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7562, loss_cls: 2.0974, loss: 2.0974, grad_norm: 5.3502 2021-06-16 08:29:40,325 - mmaction - INFO - Epoch [5][2840/3757] lr: 1.000e-02, eta: 2 days, 11:06:45, time: 1.138, data_time: 0.166, memory: 7080, top1_acc: 0.5086, top5_acc: 0.7539, loss_cls: 2.0976, loss: 2.0976, grad_norm: 5.3066 2021-06-16 08:30:02,586 - mmaction - INFO - Epoch [5][2860/3757] lr: 1.000e-02, eta: 2 days, 11:05:54, time: 1.113, data_time: 0.016, memory: 7080, top1_acc: 0.5109, top5_acc: 0.7547, loss_cls: 2.1078, loss: 2.1078, grad_norm: 5.3160 2021-06-16 08:30:24,555 - mmaction - INFO - Epoch [5][2880/3757] lr: 1.000e-02, eta: 2 days, 11:05:00, time: 1.098, data_time: 0.004, memory: 7080, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.1989, loss: 2.1989, grad_norm: 5.4572 2021-06-16 08:30:48,242 - mmaction - INFO - Epoch [5][2900/3757] lr: 1.000e-02, eta: 2 days, 11:04:22, time: 1.186, data_time: 0.003, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7609, loss_cls: 2.0749, loss: 2.0749, grad_norm: 5.3291 2021-06-16 08:31:11,108 - mmaction - INFO - Epoch [5][2920/3757] lr: 1.000e-02, eta: 2 days, 11:03:36, time: 1.140, data_time: 0.005, memory: 7080, top1_acc: 0.5000, top5_acc: 0.7477, loss_cls: 2.1735, loss: 2.1735, grad_norm: 5.3275 2021-06-16 08:31:34,636 - mmaction - INFO - Epoch [5][2940/3757] lr: 1.000e-02, eta: 2 days, 11:02:56, time: 1.174, data_time: 0.007, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7703, loss_cls: 2.0406, loss: 2.0406, grad_norm: 5.2001 2021-06-16 08:31:57,697 - mmaction - INFO - Epoch [5][2960/3757] lr: 1.000e-02, eta: 2 days, 11:02:13, time: 1.157, data_time: 0.007, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7406, loss_cls: 2.1872, loss: 2.1872, grad_norm: 5.2309 2021-06-16 08:32:20,912 - mmaction - INFO - Epoch [5][2980/3757] lr: 1.000e-02, eta: 2 days, 11:01:31, time: 1.160, data_time: 0.002, memory: 7080, top1_acc: 0.4781, top5_acc: 0.7430, loss_cls: 2.2068, loss: 2.2068, grad_norm: 5.3544 2021-06-16 08:32:44,512 - mmaction - INFO - Epoch [5][3000/3757] lr: 1.000e-02, eta: 2 days, 11:00:53, time: 1.182, data_time: 0.003, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7547, loss_cls: 2.0932, loss: 2.0932, grad_norm: 5.2899 2021-06-16 08:33:06,231 - mmaction - INFO - Epoch [5][3020/3757] lr: 1.000e-02, eta: 2 days, 10:59:57, time: 1.086, data_time: 0.003, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7461, loss_cls: 2.0708, loss: 2.0708, grad_norm: 5.2668 2021-06-16 08:33:30,240 - mmaction - INFO - Epoch [5][3040/3757] lr: 1.000e-02, eta: 2 days, 10:59:21, time: 1.194, data_time: 0.002, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7641, loss_cls: 2.0330, loss: 2.0330, grad_norm: 5.2306 2021-06-16 08:33:53,684 - mmaction - INFO - Epoch [5][3060/3757] lr: 1.000e-02, eta: 2 days, 10:58:43, time: 1.178, data_time: 0.008, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.0636, loss: 2.0636, grad_norm: 5.2504 2021-06-16 08:34:15,859 - mmaction - INFO - Epoch [5][3080/3757] lr: 1.000e-02, eta: 2 days, 10:57:51, time: 1.109, data_time: 0.002, memory: 7080, top1_acc: 0.4844, top5_acc: 0.7516, loss_cls: 2.1498, loss: 2.1498, grad_norm: 5.4297 2021-06-16 08:34:39,046 - mmaction - INFO - Epoch [5][3100/3757] lr: 1.000e-02, eta: 2 days, 10:57:09, time: 1.159, data_time: 0.001, memory: 7080, top1_acc: 0.4820, top5_acc: 0.7477, loss_cls: 2.1550, loss: 2.1550, grad_norm: 5.6671 2021-06-16 08:35:00,687 - mmaction - INFO - Epoch [5][3120/3757] lr: 1.000e-02, eta: 2 days, 10:56:12, time: 1.082, data_time: 0.004, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7547, loss_cls: 2.0788, loss: 2.0788, grad_norm: 5.3275 2021-06-16 08:35:22,964 - mmaction - INFO - Epoch [5][3140/3757] lr: 1.000e-02, eta: 2 days, 10:55:22, time: 1.113, data_time: 0.002, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7516, loss_cls: 2.1100, loss: 2.1100, grad_norm: 5.4893 2021-06-16 08:35:44,604 - mmaction - INFO - Epoch [5][3160/3757] lr: 1.000e-02, eta: 2 days, 10:54:26, time: 1.083, data_time: 0.003, memory: 7080, top1_acc: 0.4945, top5_acc: 0.7492, loss_cls: 2.1303, loss: 2.1303, grad_norm: 5.4038 2021-06-16 08:36:07,942 - mmaction - INFO - Epoch [5][3180/3757] lr: 1.000e-02, eta: 2 days, 10:53:45, time: 1.167, data_time: 0.004, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7328, loss_cls: 2.1510, loss: 2.1510, grad_norm: 5.2238 2021-06-16 08:36:30,044 - mmaction - INFO - Epoch [5][3200/3757] lr: 1.000e-02, eta: 2 days, 10:52:53, time: 1.104, data_time: 0.002, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.1862, loss: 2.1862, grad_norm: 5.3777 2021-06-16 08:36:52,208 - mmaction - INFO - Epoch [5][3220/3757] lr: 1.000e-02, eta: 2 days, 10:52:01, time: 1.105, data_time: 0.066, memory: 7080, top1_acc: 0.4961, top5_acc: 0.7484, loss_cls: 2.1643, loss: 2.1643, grad_norm: 5.4208 2021-06-16 08:37:16,471 - mmaction - INFO - Epoch [5][3240/3757] lr: 1.000e-02, eta: 2 days, 10:51:29, time: 1.212, data_time: 0.021, memory: 7080, top1_acc: 0.4906, top5_acc: 0.7492, loss_cls: 2.1108, loss: 2.1108, grad_norm: 5.3612 2021-06-16 08:37:38,010 - mmaction - INFO - Epoch [5][3260/3757] lr: 1.000e-02, eta: 2 days, 10:50:33, time: 1.079, data_time: 0.007, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7516, loss_cls: 2.1458, loss: 2.1458, grad_norm: 5.4227 2021-06-16 08:38:02,251 - mmaction - INFO - Epoch [5][3280/3757] lr: 1.000e-02, eta: 2 days, 10:50:01, time: 1.215, data_time: 0.004, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7531, loss_cls: 2.1263, loss: 2.1263, grad_norm: 5.4367 2021-06-16 08:38:24,364 - mmaction - INFO - Epoch [5][3300/3757] lr: 1.000e-02, eta: 2 days, 10:49:10, time: 1.106, data_time: 0.002, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7562, loss_cls: 2.0999, loss: 2.0999, grad_norm: 5.2513 2021-06-16 08:38:46,467 - mmaction - INFO - Epoch [5][3320/3757] lr: 1.000e-02, eta: 2 days, 10:48:18, time: 1.105, data_time: 0.001, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7414, loss_cls: 2.1459, loss: 2.1459, grad_norm: 5.2551 2021-06-16 08:39:07,387 - mmaction - INFO - Epoch [5][3340/3757] lr: 1.000e-02, eta: 2 days, 10:47:16, time: 1.047, data_time: 0.003, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.0778, loss: 2.0778, grad_norm: 5.1862 2021-06-16 08:39:30,616 - mmaction - INFO - Epoch [5][3360/3757] lr: 1.000e-02, eta: 2 days, 10:46:35, time: 1.161, data_time: 0.002, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7461, loss_cls: 2.1063, loss: 2.1063, grad_norm: 5.2897 2021-06-16 08:39:52,974 - mmaction - INFO - Epoch [5][3380/3757] lr: 1.000e-02, eta: 2 days, 10:45:46, time: 1.117, data_time: 0.002, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7508, loss_cls: 2.1439, loss: 2.1439, grad_norm: 5.4956 2021-06-16 08:40:15,879 - mmaction - INFO - Epoch [5][3400/3757] lr: 1.000e-02, eta: 2 days, 10:45:02, time: 1.146, data_time: 0.003, memory: 7080, top1_acc: 0.4938, top5_acc: 0.7297, loss_cls: 2.1684, loss: 2.1684, grad_norm: 5.5327 2021-06-16 08:40:39,062 - mmaction - INFO - Epoch [5][3420/3757] lr: 1.000e-02, eta: 2 days, 10:44:20, time: 1.160, data_time: 0.003, memory: 7080, top1_acc: 0.4906, top5_acc: 0.7570, loss_cls: 2.1264, loss: 2.1264, grad_norm: 5.2952 2021-06-16 08:41:01,562 - mmaction - INFO - Epoch [5][3440/3757] lr: 1.000e-02, eta: 2 days, 10:43:33, time: 1.124, data_time: 0.002, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7820, loss_cls: 2.0387, loss: 2.0387, grad_norm: 5.3954 2021-06-16 08:41:24,711 - mmaction - INFO - Epoch [5][3460/3757] lr: 1.000e-02, eta: 2 days, 10:42:50, time: 1.153, data_time: 0.007, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7461, loss_cls: 2.0955, loss: 2.0955, grad_norm: 5.4950 2021-06-16 08:41:46,920 - mmaction - INFO - Epoch [5][3480/3757] lr: 1.000e-02, eta: 2 days, 10:42:01, time: 1.115, data_time: 0.009, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7320, loss_cls: 2.2013, loss: 2.2013, grad_norm: 5.3616 2021-06-16 08:42:10,025 - mmaction - INFO - Epoch [5][3500/3757] lr: 1.000e-02, eta: 2 days, 10:41:19, time: 1.156, data_time: 0.002, memory: 7080, top1_acc: 0.4961, top5_acc: 0.7492, loss_cls: 2.1686, loss: 2.1686, grad_norm: 5.2689 2021-06-16 08:42:32,568 - mmaction - INFO - Epoch [5][3520/3757] lr: 1.000e-02, eta: 2 days, 10:40:31, time: 1.121, data_time: 0.059, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7758, loss_cls: 1.9994, loss: 1.9994, grad_norm: 5.2840 2021-06-16 08:42:55,531 - mmaction - INFO - Epoch [5][3540/3757] lr: 1.000e-02, eta: 2 days, 10:39:49, time: 1.153, data_time: 0.209, memory: 7080, top1_acc: 0.5102, top5_acc: 0.7555, loss_cls: 2.1187, loss: 2.1187, grad_norm: 5.4739 2021-06-16 08:43:18,177 - mmaction - INFO - Epoch [5][3560/3757] lr: 1.000e-02, eta: 2 days, 10:39:03, time: 1.133, data_time: 0.012, memory: 7080, top1_acc: 0.4984, top5_acc: 0.7594, loss_cls: 2.1293, loss: 2.1293, grad_norm: 5.3625 2021-06-16 08:43:40,613 - mmaction - INFO - Epoch [5][3580/3757] lr: 1.000e-02, eta: 2 days, 10:38:15, time: 1.118, data_time: 0.027, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7430, loss_cls: 2.1534, loss: 2.1534, grad_norm: 5.2602 2021-06-16 08:44:03,167 - mmaction - INFO - Epoch [5][3600/3757] lr: 1.000e-02, eta: 2 days, 10:37:28, time: 1.128, data_time: 0.026, memory: 7080, top1_acc: 0.4828, top5_acc: 0.7477, loss_cls: 2.1656, loss: 2.1656, grad_norm: 5.2445 2021-06-16 08:44:26,403 - mmaction - INFO - Epoch [5][3620/3757] lr: 1.000e-02, eta: 2 days, 10:36:47, time: 1.161, data_time: 0.010, memory: 7080, top1_acc: 0.4992, top5_acc: 0.7555, loss_cls: 2.0998, loss: 2.0998, grad_norm: 5.1686 2021-06-16 08:44:48,663 - mmaction - INFO - Epoch [5][3640/3757] lr: 1.000e-02, eta: 2 days, 10:35:59, time: 1.118, data_time: 0.007, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7586, loss_cls: 2.0933, loss: 2.0933, grad_norm: 5.3616 2021-06-16 08:45:12,033 - mmaction - INFO - Epoch [5][3660/3757] lr: 1.000e-02, eta: 2 days, 10:35:20, time: 1.168, data_time: 0.001, memory: 7080, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1360, loss: 2.1360, grad_norm: 5.5705 2021-06-16 08:45:35,066 - mmaction - INFO - Epoch [5][3680/3757] lr: 1.000e-02, eta: 2 days, 10:34:37, time: 1.151, data_time: 0.002, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7555, loss_cls: 2.0878, loss: 2.0878, grad_norm: 5.3605 2021-06-16 08:45:58,153 - mmaction - INFO - Epoch [5][3700/3757] lr: 1.000e-02, eta: 2 days, 10:33:56, time: 1.154, data_time: 0.008, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7539, loss_cls: 2.0633, loss: 2.0633, grad_norm: 5.2958 2021-06-16 08:46:21,197 - mmaction - INFO - Epoch [5][3720/3757] lr: 1.000e-02, eta: 2 days, 10:33:14, time: 1.154, data_time: 0.004, memory: 7080, top1_acc: 0.4844, top5_acc: 0.7523, loss_cls: 2.1183, loss: 2.1183, grad_norm: 5.3895 2021-06-16 08:46:43,368 - mmaction - INFO - Epoch [5][3740/3757] lr: 1.000e-02, eta: 2 days, 10:32:24, time: 1.109, data_time: 0.003, memory: 7080, top1_acc: 0.5078, top5_acc: 0.7406, loss_cls: 2.1102, loss: 2.1102, grad_norm: 5.3632 2021-06-16 08:47:05,136 - mmaction - INFO - Saving checkpoint at 5 epochs 2021-06-16 08:54:49,663 - mmaction - INFO - Epoch [6][20/3757] lr: 1.000e-02, eta: 2 days, 11:34:10, time: 23.174, data_time: 22.399, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7633, loss_cls: 2.0206, loss: 2.0206, grad_norm: 5.2922 2021-06-16 08:55:12,997 - mmaction - INFO - Epoch [6][40/3757] lr: 1.000e-02, eta: 2 days, 11:33:27, time: 1.171, data_time: 0.486, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7633, loss_cls: 2.0131, loss: 2.0131, grad_norm: 5.1917 2021-06-16 08:55:34,175 - mmaction - INFO - Epoch [6][60/3757] lr: 1.000e-02, eta: 2 days, 11:32:24, time: 1.059, data_time: 0.122, memory: 7080, top1_acc: 0.5148, top5_acc: 0.7508, loss_cls: 2.0816, loss: 2.0816, grad_norm: 5.3368 2021-06-16 08:55:57,021 - mmaction - INFO - Epoch [6][80/3757] lr: 1.000e-02, eta: 2 days, 11:31:36, time: 1.143, data_time: 0.256, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7844, loss_cls: 1.9329, loss: 1.9329, grad_norm: 5.2708 2021-06-16 08:56:19,503 - mmaction - INFO - Epoch [6][100/3757] lr: 1.000e-02, eta: 2 days, 11:30:45, time: 1.124, data_time: 0.266, memory: 7080, top1_acc: 0.4984, top5_acc: 0.7516, loss_cls: 2.1101, loss: 2.1101, grad_norm: 5.5539 2021-06-16 08:56:42,371 - mmaction - INFO - Epoch [6][120/3757] lr: 1.000e-02, eta: 2 days, 11:29:58, time: 1.145, data_time: 0.290, memory: 7080, top1_acc: 0.4891, top5_acc: 0.7602, loss_cls: 2.1276, loss: 2.1276, grad_norm: 5.5905 2021-06-16 08:57:06,325 - mmaction - INFO - Epoch [6][140/3757] lr: 1.000e-02, eta: 2 days, 11:29:20, time: 1.197, data_time: 0.003, memory: 7080, top1_acc: 0.5055, top5_acc: 0.7555, loss_cls: 2.0565, loss: 2.0565, grad_norm: 5.5543 2021-06-16 08:57:27,754 - mmaction - INFO - Epoch [6][160/3757] lr: 1.000e-02, eta: 2 days, 11:28:19, time: 1.071, data_time: 0.002, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7648, loss_cls: 2.0668, loss: 2.0668, grad_norm: 5.4228 2021-06-16 08:57:50,324 - mmaction - INFO - Epoch [6][180/3757] lr: 1.000e-02, eta: 2 days, 11:27:29, time: 1.129, data_time: 0.003, memory: 7080, top1_acc: 0.4977, top5_acc: 0.7531, loss_cls: 2.0900, loss: 2.0900, grad_norm: 5.3143 2021-06-16 08:58:13,323 - mmaction - INFO - Epoch [6][200/3757] lr: 1.000e-02, eta: 2 days, 11:26:43, time: 1.150, data_time: 0.002, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7859, loss_cls: 1.9454, loss: 1.9454, grad_norm: 5.3893 2021-06-16 08:58:36,293 - mmaction - INFO - Epoch [6][220/3757] lr: 1.000e-02, eta: 2 days, 11:25:57, time: 1.149, data_time: 0.002, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7555, loss_cls: 2.0862, loss: 2.0862, grad_norm: 5.3603 2021-06-16 08:58:59,674 - mmaction - INFO - Epoch [6][240/3757] lr: 1.000e-02, eta: 2 days, 11:25:14, time: 1.168, data_time: 0.001, memory: 7080, top1_acc: 0.5086, top5_acc: 0.7672, loss_cls: 2.0571, loss: 2.0571, grad_norm: 5.3280 2021-06-16 08:59:20,913 - mmaction - INFO - Epoch [6][260/3757] lr: 1.000e-02, eta: 2 days, 11:24:12, time: 1.062, data_time: 0.002, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7406, loss_cls: 2.1076, loss: 2.1076, grad_norm: 5.2701 2021-06-16 08:59:44,095 - mmaction - INFO - Epoch [6][280/3757] lr: 1.000e-02, eta: 2 days, 11:23:28, time: 1.158, data_time: 0.001, memory: 7080, top1_acc: 0.5109, top5_acc: 0.7656, loss_cls: 2.0585, loss: 2.0585, grad_norm: 5.2814 2021-06-16 09:00:07,830 - mmaction - INFO - Epoch [6][300/3757] lr: 1.000e-02, eta: 2 days, 11:22:48, time: 1.188, data_time: 0.004, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7758, loss_cls: 2.0254, loss: 2.0254, grad_norm: 5.3594 2021-06-16 09:00:29,358 - mmaction - INFO - Epoch [6][320/3757] lr: 1.000e-02, eta: 2 days, 11:21:49, time: 1.076, data_time: 0.001, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7516, loss_cls: 2.0471, loss: 2.0471, grad_norm: 5.1910 2021-06-16 09:00:51,815 - mmaction - INFO - Epoch [6][340/3757] lr: 1.000e-02, eta: 2 days, 11:20:59, time: 1.122, data_time: 0.002, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7727, loss_cls: 2.0080, loss: 2.0080, grad_norm: 5.2858 2021-06-16 09:01:16,898 - mmaction - INFO - Epoch [6][360/3757] lr: 1.000e-02, eta: 2 days, 11:20:29, time: 1.245, data_time: 0.002, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7680, loss_cls: 2.0060, loss: 2.0060, grad_norm: 5.3249 2021-06-16 09:01:38,939 - mmaction - INFO - Epoch [6][380/3757] lr: 1.000e-02, eta: 2 days, 11:19:37, time: 1.112, data_time: 0.012, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7828, loss_cls: 1.8831, loss: 1.8831, grad_norm: 5.2704 2021-06-16 09:02:00,520 - mmaction - INFO - Epoch [6][400/3757] lr: 1.000e-02, eta: 2 days, 11:18:39, time: 1.079, data_time: 0.001, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7688, loss_cls: 2.0067, loss: 2.0067, grad_norm: 5.5502 2021-06-16 09:02:23,160 - mmaction - INFO - Epoch [6][420/3757] lr: 1.000e-02, eta: 2 days, 11:17:50, time: 1.132, data_time: 0.002, memory: 7080, top1_acc: 0.5273, top5_acc: 0.7703, loss_cls: 2.0127, loss: 2.0127, grad_norm: 5.3930 2021-06-16 09:02:45,053 - mmaction - INFO - Epoch [6][440/3757] lr: 1.000e-02, eta: 2 days, 11:16:54, time: 1.095, data_time: 0.014, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7547, loss_cls: 2.0583, loss: 2.0583, grad_norm: 5.2702 2021-06-16 09:03:08,751 - mmaction - INFO - Epoch [6][460/3757] lr: 1.000e-02, eta: 2 days, 11:16:15, time: 1.186, data_time: 0.002, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7523, loss_cls: 2.0749, loss: 2.0749, grad_norm: 5.2658 2021-06-16 09:03:31,456 - mmaction - INFO - Epoch [6][480/3757] lr: 1.000e-02, eta: 2 days, 11:15:27, time: 1.133, data_time: 0.001, memory: 7080, top1_acc: 0.5148, top5_acc: 0.7617, loss_cls: 2.0570, loss: 2.0570, grad_norm: 5.3892 2021-06-16 09:03:53,687 - mmaction - INFO - Epoch [6][500/3757] lr: 1.000e-02, eta: 2 days, 11:14:35, time: 1.112, data_time: 0.003, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7648, loss_cls: 2.0527, loss: 2.0527, grad_norm: 5.4388 2021-06-16 09:04:16,707 - mmaction - INFO - Epoch [6][520/3757] lr: 1.000e-02, eta: 2 days, 11:13:49, time: 1.148, data_time: 0.003, memory: 7080, top1_acc: 0.4953, top5_acc: 0.7445, loss_cls: 2.1378, loss: 2.1378, grad_norm: 5.4838 2021-06-16 09:04:38,904 - mmaction - INFO - Epoch [6][540/3757] lr: 1.000e-02, eta: 2 days, 11:12:57, time: 1.113, data_time: 0.006, memory: 7080, top1_acc: 0.5148, top5_acc: 0.7562, loss_cls: 2.0565, loss: 2.0565, grad_norm: 5.2388 2021-06-16 09:05:01,349 - mmaction - INFO - Epoch [6][560/3757] lr: 1.000e-02, eta: 2 days, 11:12:07, time: 1.123, data_time: 0.002, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7664, loss_cls: 2.0865, loss: 2.0865, grad_norm: 5.4480 2021-06-16 09:05:24,267 - mmaction - INFO - Epoch [6][580/3757] lr: 1.000e-02, eta: 2 days, 11:11:21, time: 1.145, data_time: 0.002, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7773, loss_cls: 1.9952, loss: 1.9952, grad_norm: 5.3547 2021-06-16 09:05:47,372 - mmaction - INFO - Epoch [6][600/3757] lr: 1.000e-02, eta: 2 days, 11:10:37, time: 1.156, data_time: 0.005, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7672, loss_cls: 2.0313, loss: 2.0313, grad_norm: 5.4257 2021-06-16 09:06:08,995 - mmaction - INFO - Epoch [6][620/3757] lr: 1.000e-02, eta: 2 days, 11:09:39, time: 1.080, data_time: 0.002, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7516, loss_cls: 2.1520, loss: 2.1520, grad_norm: 5.4514 2021-06-16 09:06:32,704 - mmaction - INFO - Epoch [6][640/3757] lr: 1.000e-02, eta: 2 days, 11:09:01, time: 1.187, data_time: 0.005, memory: 7080, top1_acc: 0.4844, top5_acc: 0.7461, loss_cls: 2.1387, loss: 2.1387, grad_norm: 5.4384 2021-06-16 09:06:55,017 - mmaction - INFO - Epoch [6][660/3757] lr: 1.000e-02, eta: 2 days, 11:08:10, time: 1.115, data_time: 0.003, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7633, loss_cls: 2.0372, loss: 2.0372, grad_norm: 5.2792 2021-06-16 09:07:18,070 - mmaction - INFO - Epoch [6][680/3757] lr: 1.000e-02, eta: 2 days, 11:07:25, time: 1.153, data_time: 0.090, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7656, loss_cls: 2.0465, loss: 2.0465, grad_norm: 5.5530 2021-06-16 09:07:40,300 - mmaction - INFO - Epoch [6][700/3757] lr: 1.000e-02, eta: 2 days, 11:06:33, time: 1.111, data_time: 0.093, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7820, loss_cls: 1.9328, loss: 1.9328, grad_norm: 5.3343 2021-06-16 09:08:03,129 - mmaction - INFO - Epoch [6][720/3757] lr: 1.000e-02, eta: 2 days, 11:05:47, time: 1.141, data_time: 0.042, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7719, loss_cls: 2.0171, loss: 2.0171, grad_norm: 5.3441 2021-06-16 09:08:24,734 - mmaction - INFO - Epoch [6][740/3757] lr: 1.000e-02, eta: 2 days, 11:04:50, time: 1.081, data_time: 0.002, memory: 7080, top1_acc: 0.5000, top5_acc: 0.7656, loss_cls: 2.0768, loss: 2.0768, grad_norm: 5.3583 2021-06-16 09:08:46,981 - mmaction - INFO - Epoch [6][760/3757] lr: 1.000e-02, eta: 2 days, 11:03:59, time: 1.112, data_time: 0.168, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7508, loss_cls: 2.0925, loss: 2.0925, grad_norm: 5.1373 2021-06-16 09:09:09,607 - mmaction - INFO - Epoch [6][780/3757] lr: 1.000e-02, eta: 2 days, 11:03:10, time: 1.130, data_time: 0.238, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7633, loss_cls: 1.9798, loss: 1.9798, grad_norm: 5.3845 2021-06-16 09:09:32,491 - mmaction - INFO - Epoch [6][800/3757] lr: 1.000e-02, eta: 2 days, 11:02:25, time: 1.145, data_time: 0.179, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7680, loss_cls: 2.0531, loss: 2.0531, grad_norm: 5.3894 2021-06-16 09:09:55,558 - mmaction - INFO - Epoch [6][820/3757] lr: 1.000e-02, eta: 2 days, 11:01:41, time: 1.154, data_time: 0.031, memory: 7080, top1_acc: 0.5086, top5_acc: 0.7695, loss_cls: 2.0420, loss: 2.0420, grad_norm: 5.2676 2021-06-16 09:10:19,428 - mmaction - INFO - Epoch [6][840/3757] lr: 1.000e-02, eta: 2 days, 11:01:04, time: 1.194, data_time: 0.001, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7570, loss_cls: 2.0827, loss: 2.0827, grad_norm: 5.3859 2021-06-16 09:10:40,929 - mmaction - INFO - Epoch [6][860/3757] lr: 1.000e-02, eta: 2 days, 11:00:06, time: 1.073, data_time: 0.002, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7523, loss_cls: 2.0363, loss: 2.0363, grad_norm: 5.1456 2021-06-16 09:11:03,566 - mmaction - INFO - Epoch [6][880/3757] lr: 1.000e-02, eta: 2 days, 10:59:18, time: 1.133, data_time: 0.004, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7656, loss_cls: 2.0423, loss: 2.0423, grad_norm: 5.3742 2021-06-16 09:11:24,860 - mmaction - INFO - Epoch [6][900/3757] lr: 1.000e-02, eta: 2 days, 10:58:19, time: 1.064, data_time: 0.002, memory: 7080, top1_acc: 0.5156, top5_acc: 0.7734, loss_cls: 2.0507, loss: 2.0507, grad_norm: 5.3994 2021-06-16 09:11:48,607 - mmaction - INFO - Epoch [6][920/3757] lr: 1.000e-02, eta: 2 days, 10:57:41, time: 1.188, data_time: 0.033, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7547, loss_cls: 2.0900, loss: 2.0900, grad_norm: 5.4873 2021-06-16 09:12:11,401 - mmaction - INFO - Epoch [6][940/3757] lr: 1.000e-02, eta: 2 days, 10:56:55, time: 1.139, data_time: 0.011, memory: 7080, top1_acc: 0.4977, top5_acc: 0.7555, loss_cls: 2.1211, loss: 2.1211, grad_norm: 5.4469 2021-06-16 09:12:34,195 - mmaction - INFO - Epoch [6][960/3757] lr: 1.000e-02, eta: 2 days, 10:56:09, time: 1.140, data_time: 0.128, memory: 7080, top1_acc: 0.5102, top5_acc: 0.7586, loss_cls: 2.0723, loss: 2.0723, grad_norm: 5.3341 2021-06-16 09:12:56,061 - mmaction - INFO - Epoch [6][980/3757] lr: 1.000e-02, eta: 2 days, 10:55:14, time: 1.087, data_time: 0.033, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 1.9812, loss: 1.9812, grad_norm: 5.3456 2021-06-16 09:13:18,047 - mmaction - INFO - Epoch [6][1000/3757] lr: 1.000e-02, eta: 2 days, 10:54:22, time: 1.104, data_time: 0.205, memory: 7080, top1_acc: 0.5156, top5_acc: 0.7609, loss_cls: 2.0699, loss: 2.0699, grad_norm: 5.4118 2021-06-16 09:13:41,136 - mmaction - INFO - Epoch [6][1020/3757] lr: 1.000e-02, eta: 2 days, 10:53:39, time: 1.156, data_time: 0.265, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7742, loss_cls: 1.9931, loss: 1.9931, grad_norm: 5.3862 2021-06-16 09:14:04,510 - mmaction - INFO - Epoch [6][1040/3757] lr: 1.000e-02, eta: 2 days, 10:52:57, time: 1.163, data_time: 0.055, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7633, loss_cls: 2.0685, loss: 2.0685, grad_norm: 5.3690 2021-06-16 09:14:28,127 - mmaction - INFO - Epoch [6][1060/3757] lr: 1.000e-02, eta: 2 days, 10:52:19, time: 1.187, data_time: 0.009, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7766, loss_cls: 2.0016, loss: 2.0016, grad_norm: 5.3466 2021-06-16 09:14:49,172 - mmaction - INFO - Epoch [6][1080/3757] lr: 1.000e-02, eta: 2 days, 10:51:18, time: 1.052, data_time: 0.152, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7680, loss_cls: 2.0344, loss: 2.0344, grad_norm: 5.1827 2021-06-16 09:15:13,010 - mmaction - INFO - Epoch [6][1100/3757] lr: 1.000e-02, eta: 2 days, 10:50:41, time: 1.192, data_time: 0.241, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7797, loss_cls: 1.9388, loss: 1.9388, grad_norm: 5.1767 2021-06-16 09:15:34,761 - mmaction - INFO - Epoch [6][1120/3757] lr: 1.000e-02, eta: 2 days, 10:49:46, time: 1.082, data_time: 0.067, memory: 7080, top1_acc: 0.5227, top5_acc: 0.7680, loss_cls: 2.0201, loss: 2.0201, grad_norm: 5.2322 2021-06-16 09:15:56,624 - mmaction - INFO - Epoch [6][1140/3757] lr: 1.000e-02, eta: 2 days, 10:48:53, time: 1.098, data_time: 0.038, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7523, loss_cls: 2.0608, loss: 2.0608, grad_norm: 5.1848 2021-06-16 09:16:19,153 - mmaction - INFO - Epoch [6][1160/3757] lr: 1.000e-02, eta: 2 days, 10:48:05, time: 1.127, data_time: 0.002, memory: 7080, top1_acc: 0.4984, top5_acc: 0.7523, loss_cls: 2.1293, loss: 2.1293, grad_norm: 5.5162 2021-06-16 09:16:42,522 - mmaction - INFO - Epoch [6][1180/3757] lr: 1.000e-02, eta: 2 days, 10:47:25, time: 1.168, data_time: 0.004, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7516, loss_cls: 2.1052, loss: 2.1052, grad_norm: 5.2559 2021-06-16 09:17:04,591 - mmaction - INFO - Epoch [6][1200/3757] lr: 1.000e-02, eta: 2 days, 10:46:33, time: 1.104, data_time: 0.002, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7672, loss_cls: 2.0401, loss: 2.0401, grad_norm: 5.4161 2021-06-16 09:17:27,979 - mmaction - INFO - Epoch [6][1220/3757] lr: 1.000e-02, eta: 2 days, 10:45:53, time: 1.169, data_time: 0.001, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7773, loss_cls: 1.9353, loss: 1.9353, grad_norm: 5.1116 2021-06-16 09:17:51,179 - mmaction - INFO - Epoch [6][1240/3757] lr: 1.000e-02, eta: 2 days, 10:45:11, time: 1.160, data_time: 0.078, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7680, loss_cls: 2.0332, loss: 2.0332, grad_norm: 5.3363 2021-06-16 09:18:13,152 - mmaction - INFO - Epoch [6][1260/3757] lr: 1.000e-02, eta: 2 days, 10:44:18, time: 1.097, data_time: 0.036, memory: 7080, top1_acc: 0.4977, top5_acc: 0.7547, loss_cls: 2.1308, loss: 2.1308, grad_norm: 5.4857 2021-06-16 09:18:37,581 - mmaction - INFO - Epoch [6][1280/3757] lr: 1.000e-02, eta: 2 days, 10:43:46, time: 1.223, data_time: 0.003, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7391, loss_cls: 2.0974, loss: 2.0974, grad_norm: 5.3504 2021-06-16 09:19:00,326 - mmaction - INFO - Epoch [6][1300/3757] lr: 1.000e-02, eta: 2 days, 10:43:01, time: 1.138, data_time: 0.002, memory: 7080, top1_acc: 0.4906, top5_acc: 0.7492, loss_cls: 2.1386, loss: 2.1386, grad_norm: 5.3519 2021-06-16 09:19:22,863 - mmaction - INFO - Epoch [6][1320/3757] lr: 1.000e-02, eta: 2 days, 10:42:13, time: 1.127, data_time: 0.002, memory: 7080, top1_acc: 0.5102, top5_acc: 0.7602, loss_cls: 2.0385, loss: 2.0385, grad_norm: 5.3705 2021-06-16 09:19:45,306 - mmaction - INFO - Epoch [6][1340/3757] lr: 1.000e-02, eta: 2 days, 10:41:25, time: 1.121, data_time: 0.001, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7758, loss_cls: 2.0652, loss: 2.0652, grad_norm: 5.3262 2021-06-16 09:20:07,441 - mmaction - INFO - Epoch [6][1360/3757] lr: 1.000e-02, eta: 2 days, 10:40:34, time: 1.104, data_time: 0.001, memory: 7080, top1_acc: 0.5078, top5_acc: 0.7602, loss_cls: 2.0581, loss: 2.0581, grad_norm: 5.4701 2021-06-16 09:20:30,838 - mmaction - INFO - Epoch [6][1380/3757] lr: 1.000e-02, eta: 2 days, 10:39:54, time: 1.172, data_time: 0.004, memory: 7080, top1_acc: 0.4945, top5_acc: 0.7383, loss_cls: 2.2176, loss: 2.2176, grad_norm: 5.2818 2021-06-16 09:20:52,467 - mmaction - INFO - Epoch [6][1400/3757] lr: 1.000e-02, eta: 2 days, 10:38:59, time: 1.079, data_time: 0.002, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7578, loss_cls: 2.1238, loss: 2.1238, grad_norm: 5.2790 2021-06-16 09:21:15,423 - mmaction - INFO - Epoch [6][1420/3757] lr: 1.000e-02, eta: 2 days, 10:38:16, time: 1.150, data_time: 0.004, memory: 7080, top1_acc: 0.5078, top5_acc: 0.7602, loss_cls: 2.0909, loss: 2.0909, grad_norm: 5.3548 2021-06-16 09:21:37,848 - mmaction - INFO - Epoch [6][1440/3757] lr: 1.000e-02, eta: 2 days, 10:37:28, time: 1.119, data_time: 0.002, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7609, loss_cls: 2.0564, loss: 2.0564, grad_norm: 5.2638 2021-06-16 09:22:00,628 - mmaction - INFO - Epoch [6][1460/3757] lr: 1.000e-02, eta: 2 days, 10:36:43, time: 1.142, data_time: 0.008, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7617, loss_cls: 2.0312, loss: 2.0312, grad_norm: 5.1815 2021-06-16 09:22:22,720 - mmaction - INFO - Epoch [6][1480/3757] lr: 1.000e-02, eta: 2 days, 10:35:51, time: 1.099, data_time: 0.051, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7656, loss_cls: 2.0706, loss: 2.0706, grad_norm: 5.4707 2021-06-16 09:22:45,510 - mmaction - INFO - Epoch [6][1500/3757] lr: 1.000e-02, eta: 2 days, 10:35:06, time: 1.139, data_time: 0.035, memory: 7080, top1_acc: 0.4984, top5_acc: 0.7492, loss_cls: 2.0808, loss: 2.0808, grad_norm: 5.3475 2021-06-16 09:23:07,019 - mmaction - INFO - Epoch [6][1520/3757] lr: 1.000e-02, eta: 2 days, 10:34:12, time: 1.081, data_time: 0.034, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.0473, loss: 2.0473, grad_norm: 5.1192 2021-06-16 09:23:30,501 - mmaction - INFO - Epoch [6][1540/3757] lr: 1.000e-02, eta: 2 days, 10:33:33, time: 1.174, data_time: 0.005, memory: 7080, top1_acc: 0.5086, top5_acc: 0.7586, loss_cls: 2.0831, loss: 2.0831, grad_norm: 5.4369 2021-06-16 09:23:52,168 - mmaction - INFO - Epoch [6][1560/3757] lr: 1.000e-02, eta: 2 days, 10:32:39, time: 1.083, data_time: 0.058, memory: 7080, top1_acc: 0.4977, top5_acc: 0.7594, loss_cls: 2.1247, loss: 2.1247, grad_norm: 5.3094 2021-06-16 09:24:16,072 - mmaction - INFO - Epoch [6][1580/3757] lr: 1.000e-02, eta: 2 days, 10:32:03, time: 1.196, data_time: 0.147, memory: 7080, top1_acc: 0.5273, top5_acc: 0.7664, loss_cls: 2.0134, loss: 2.0134, grad_norm: 5.0589 2021-06-16 09:24:40,593 - mmaction - INFO - Epoch [6][1600/3757] lr: 1.000e-02, eta: 2 days, 10:31:33, time: 1.225, data_time: 0.059, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7656, loss_cls: 2.0300, loss: 2.0300, grad_norm: 5.0844 2021-06-16 09:25:03,997 - mmaction - INFO - Epoch [6][1620/3757] lr: 1.000e-02, eta: 2 days, 10:30:53, time: 1.171, data_time: 0.002, memory: 7080, top1_acc: 0.5102, top5_acc: 0.7562, loss_cls: 2.0842, loss: 2.0842, grad_norm: 5.3958 2021-06-16 09:25:26,522 - mmaction - INFO - Epoch [6][1640/3757] lr: 1.000e-02, eta: 2 days, 10:30:06, time: 1.126, data_time: 0.004, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7750, loss_cls: 2.0250, loss: 2.0250, grad_norm: 5.2104 2021-06-16 09:25:48,321 - mmaction - INFO - Epoch [6][1660/3757] lr: 1.000e-02, eta: 2 days, 10:29:13, time: 1.088, data_time: 0.003, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7523, loss_cls: 2.0780, loss: 2.0780, grad_norm: 5.2518 2021-06-16 09:26:12,094 - mmaction - INFO - Epoch [6][1680/3757] lr: 1.000e-02, eta: 2 days, 10:28:37, time: 1.186, data_time: 0.004, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7711, loss_cls: 1.9960, loss: 1.9960, grad_norm: 5.3279 2021-06-16 09:26:34,658 - mmaction - INFO - Epoch [6][1700/3757] lr: 1.000e-02, eta: 2 days, 10:27:50, time: 1.129, data_time: 0.006, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7602, loss_cls: 2.0886, loss: 2.0886, grad_norm: 5.3245 2021-06-16 09:26:57,346 - mmaction - INFO - Epoch [6][1720/3757] lr: 1.000e-02, eta: 2 days, 10:27:06, time: 1.138, data_time: 0.005, memory: 7080, top1_acc: 0.5258, top5_acc: 0.7633, loss_cls: 2.0440, loss: 2.0440, grad_norm: 5.1609 2021-06-16 09:27:19,265 - mmaction - INFO - Epoch [6][1740/3757] lr: 1.000e-02, eta: 2 days, 10:26:14, time: 1.096, data_time: 0.005, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7883, loss_cls: 1.8785, loss: 1.8785, grad_norm: 5.2706 2021-06-16 09:27:41,329 - mmaction - INFO - Epoch [6][1760/3757] lr: 1.000e-02, eta: 2 days, 10:25:24, time: 1.103, data_time: 0.007, memory: 7080, top1_acc: 0.4930, top5_acc: 0.7500, loss_cls: 2.1119, loss: 2.1119, grad_norm: 5.5612 2021-06-16 09:28:04,523 - mmaction - INFO - Epoch [6][1780/3757] lr: 1.000e-02, eta: 2 days, 10:24:43, time: 1.160, data_time: 0.004, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7555, loss_cls: 2.1200, loss: 2.1200, grad_norm: 5.3515 2021-06-16 09:28:26,545 - mmaction - INFO - Epoch [6][1800/3757] lr: 1.000e-02, eta: 2 days, 10:23:53, time: 1.101, data_time: 0.002, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7641, loss_cls: 2.0346, loss: 2.0346, grad_norm: 5.3232 2021-06-16 09:28:48,328 - mmaction - INFO - Epoch [6][1820/3757] lr: 1.000e-02, eta: 2 days, 10:23:00, time: 1.085, data_time: 0.005, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7750, loss_cls: 2.0417, loss: 2.0417, grad_norm: 5.4739 2021-06-16 09:29:11,945 - mmaction - INFO - Epoch [6][1840/3757] lr: 1.000e-02, eta: 2 days, 10:22:23, time: 1.185, data_time: 0.006, memory: 7080, top1_acc: 0.5078, top5_acc: 0.7547, loss_cls: 2.0753, loss: 2.0753, grad_norm: 5.3735 2021-06-16 09:29:35,250 - mmaction - INFO - Epoch [6][1860/3757] lr: 1.000e-02, eta: 2 days, 10:21:43, time: 1.164, data_time: 0.001, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7695, loss_cls: 2.0886, loss: 2.0886, grad_norm: 5.3462 2021-06-16 09:29:58,805 - mmaction - INFO - Epoch [6][1880/3757] lr: 1.000e-02, eta: 2 days, 10:21:05, time: 1.179, data_time: 0.002, memory: 7080, top1_acc: 0.5109, top5_acc: 0.7688, loss_cls: 2.0632, loss: 2.0632, grad_norm: 5.3769 2021-06-16 09:30:20,686 - mmaction - INFO - Epoch [6][1900/3757] lr: 1.000e-02, eta: 2 days, 10:20:14, time: 1.094, data_time: 0.003, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7672, loss_cls: 2.0294, loss: 2.0294, grad_norm: 5.4677 2021-06-16 09:30:43,456 - mmaction - INFO - Epoch [6][1920/3757] lr: 1.000e-02, eta: 2 days, 10:19:29, time: 1.138, data_time: 0.004, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7695, loss_cls: 1.9755, loss: 1.9755, grad_norm: 5.4478 2021-06-16 09:31:05,806 - mmaction - INFO - Epoch [6][1940/3757] lr: 1.000e-02, eta: 2 days, 10:18:42, time: 1.119, data_time: 0.003, memory: 7080, top1_acc: 0.5047, top5_acc: 0.7594, loss_cls: 2.1060, loss: 2.1060, grad_norm: 5.6634 2021-06-16 09:31:29,443 - mmaction - INFO - Epoch [6][1960/3757] lr: 1.000e-02, eta: 2 days, 10:18:04, time: 1.179, data_time: 0.001, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7836, loss_cls: 1.8808, loss: 1.8808, grad_norm: 5.0690 2021-06-16 09:31:52,985 - mmaction - INFO - Epoch [6][1980/3757] lr: 1.000e-02, eta: 2 days, 10:17:27, time: 1.180, data_time: 0.004, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7547, loss_cls: 2.0735, loss: 2.0735, grad_norm: 5.1878 2021-06-16 09:32:14,980 - mmaction - INFO - Epoch [6][2000/3757] lr: 1.000e-02, eta: 2 days, 10:16:37, time: 1.098, data_time: 0.001, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7656, loss_cls: 1.9925, loss: 1.9925, grad_norm: 5.1885 2021-06-16 09:32:37,405 - mmaction - INFO - Epoch [6][2020/3757] lr: 1.000e-02, eta: 2 days, 10:15:50, time: 1.123, data_time: 0.004, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7383, loss_cls: 2.1080, loss: 2.1080, grad_norm: 5.2670 2021-06-16 09:32:59,446 - mmaction - INFO - Epoch [6][2040/3757] lr: 1.000e-02, eta: 2 days, 10:15:00, time: 1.102, data_time: 0.009, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7695, loss_cls: 1.9973, loss: 1.9973, grad_norm: 5.3283 2021-06-16 09:33:22,177 - mmaction - INFO - Epoch [6][2060/3757] lr: 1.000e-02, eta: 2 days, 10:14:16, time: 1.137, data_time: 0.002, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7820, loss_cls: 1.9900, loss: 1.9900, grad_norm: 5.4157 2021-06-16 09:33:45,664 - mmaction - INFO - Epoch [6][2080/3757] lr: 1.000e-02, eta: 2 days, 10:13:38, time: 1.175, data_time: 0.004, memory: 7080, top1_acc: 0.4641, top5_acc: 0.7281, loss_cls: 2.2373, loss: 2.2373, grad_norm: 5.5436 2021-06-16 09:34:09,029 - mmaction - INFO - Epoch [6][2100/3757] lr: 1.000e-02, eta: 2 days, 10:12:59, time: 1.167, data_time: 0.001, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7766, loss_cls: 2.0475, loss: 2.0475, grad_norm: 5.2593 2021-06-16 09:34:32,703 - mmaction - INFO - Epoch [6][2120/3757] lr: 1.000e-02, eta: 2 days, 10:12:22, time: 1.182, data_time: 0.002, memory: 7080, top1_acc: 0.5258, top5_acc: 0.7695, loss_cls: 1.9831, loss: 1.9831, grad_norm: 5.1675 2021-06-16 09:34:55,925 - mmaction - INFO - Epoch [6][2140/3757] lr: 1.000e-02, eta: 2 days, 10:11:42, time: 1.163, data_time: 0.004, memory: 7080, top1_acc: 0.5227, top5_acc: 0.7742, loss_cls: 2.0511, loss: 2.0511, grad_norm: 5.3958 2021-06-16 09:35:19,184 - mmaction - INFO - Epoch [6][2160/3757] lr: 1.000e-02, eta: 2 days, 10:11:03, time: 1.163, data_time: 0.002, memory: 7080, top1_acc: 0.5047, top5_acc: 0.7461, loss_cls: 2.0712, loss: 2.0712, grad_norm: 5.5545 2021-06-16 09:35:41,175 - mmaction - INFO - Epoch [6][2180/3757] lr: 1.000e-02, eta: 2 days, 10:10:13, time: 1.099, data_time: 0.002, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7734, loss_cls: 2.0230, loss: 2.0230, grad_norm: 5.5120 2021-06-16 09:36:03,368 - mmaction - INFO - Epoch [6][2200/3757] lr: 1.000e-02, eta: 2 days, 10:09:24, time: 1.109, data_time: 0.001, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7656, loss_cls: 2.0474, loss: 2.0474, grad_norm: 5.4401 2021-06-16 09:36:26,120 - mmaction - INFO - Epoch [6][2220/3757] lr: 1.000e-02, eta: 2 days, 10:08:41, time: 1.138, data_time: 0.003, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7516, loss_cls: 2.1559, loss: 2.1559, grad_norm: 5.3700 2021-06-16 09:36:47,359 - mmaction - INFO - Epoch [6][2240/3757] lr: 1.000e-02, eta: 2 days, 10:07:45, time: 1.063, data_time: 0.004, memory: 7080, top1_acc: 0.5000, top5_acc: 0.7586, loss_cls: 2.0633, loss: 2.0633, grad_norm: 5.4708 2021-06-16 09:37:11,129 - mmaction - INFO - Epoch [6][2260/3757] lr: 1.000e-02, eta: 2 days, 10:07:10, time: 1.187, data_time: 0.009, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7734, loss_cls: 2.0352, loss: 2.0352, grad_norm: 5.4005 2021-06-16 09:37:33,769 - mmaction - INFO - Epoch [6][2280/3757] lr: 1.000e-02, eta: 2 days, 10:06:25, time: 1.133, data_time: 0.003, memory: 7080, top1_acc: 0.5102, top5_acc: 0.7680, loss_cls: 2.0421, loss: 2.0421, grad_norm: 5.5100 2021-06-16 09:37:57,330 - mmaction - INFO - Epoch [6][2300/3757] lr: 1.000e-02, eta: 2 days, 10:05:48, time: 1.178, data_time: 0.001, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7758, loss_cls: 2.0249, loss: 2.0249, grad_norm: 5.3319 2021-06-16 09:38:19,555 - mmaction - INFO - Epoch [6][2320/3757] lr: 1.000e-02, eta: 2 days, 10:05:00, time: 1.111, data_time: 0.001, memory: 7080, top1_acc: 0.5023, top5_acc: 0.7531, loss_cls: 2.1277, loss: 2.1277, grad_norm: 5.4261 2021-06-16 09:38:42,327 - mmaction - INFO - Epoch [6][2340/3757] lr: 1.000e-02, eta: 2 days, 10:04:17, time: 1.138, data_time: 0.002, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7633, loss_cls: 2.0203, loss: 2.0203, grad_norm: 5.3794 2021-06-16 09:39:04,955 - mmaction - INFO - Epoch [6][2360/3757] lr: 1.000e-02, eta: 2 days, 10:03:33, time: 1.132, data_time: 0.029, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7664, loss_cls: 2.0178, loss: 2.0178, grad_norm: 5.2839 2021-06-16 09:39:27,760 - mmaction - INFO - Epoch [6][2380/3757] lr: 1.000e-02, eta: 2 days, 10:02:50, time: 1.140, data_time: 0.002, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1144, loss: 2.1144, grad_norm: 5.5303 2021-06-16 09:39:50,533 - mmaction - INFO - Epoch [6][2400/3757] lr: 1.000e-02, eta: 2 days, 10:02:07, time: 1.139, data_time: 0.002, memory: 7080, top1_acc: 0.5258, top5_acc: 0.7727, loss_cls: 1.9844, loss: 1.9844, grad_norm: 5.2363 2021-06-16 09:40:13,318 - mmaction - INFO - Epoch [6][2420/3757] lr: 1.000e-02, eta: 2 days, 10:01:23, time: 1.139, data_time: 0.002, memory: 7080, top1_acc: 0.4898, top5_acc: 0.7742, loss_cls: 2.0632, loss: 2.0632, grad_norm: 5.2574 2021-06-16 09:40:34,216 - mmaction - INFO - Epoch [6][2440/3757] lr: 1.000e-02, eta: 2 days, 10:00:25, time: 1.044, data_time: 0.002, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7648, loss_cls: 2.0463, loss: 2.0463, grad_norm: 5.3580 2021-06-16 09:40:57,664 - mmaction - INFO - Epoch [6][2460/3757] lr: 1.000e-02, eta: 2 days, 9:59:48, time: 1.175, data_time: 0.004, memory: 7080, top1_acc: 0.5078, top5_acc: 0.7742, loss_cls: 2.0967, loss: 2.0967, grad_norm: 5.3761 2021-06-16 09:41:20,802 - mmaction - INFO - Epoch [6][2480/3757] lr: 1.000e-02, eta: 2 days, 9:59:08, time: 1.157, data_time: 0.005, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7586, loss_cls: 2.0148, loss: 2.0148, grad_norm: 5.3060 2021-06-16 09:41:42,852 - mmaction - INFO - Epoch [6][2500/3757] lr: 1.000e-02, eta: 2 days, 9:58:19, time: 1.100, data_time: 0.001, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7680, loss_cls: 2.0557, loss: 2.0557, grad_norm: 5.4183 2021-06-16 09:42:05,189 - mmaction - INFO - Epoch [6][2520/3757] lr: 1.000e-02, eta: 2 days, 9:57:33, time: 1.117, data_time: 0.004, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7555, loss_cls: 2.0337, loss: 2.0337, grad_norm: 5.3335 2021-06-16 09:42:28,911 - mmaction - INFO - Epoch [6][2540/3757] lr: 1.000e-02, eta: 2 days, 9:56:57, time: 1.185, data_time: 0.004, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7711, loss_cls: 2.0152, loss: 2.0152, grad_norm: 5.2512 2021-06-16 09:42:50,995 - mmaction - INFO - Epoch [6][2560/3757] lr: 1.000e-02, eta: 2 days, 9:56:09, time: 1.106, data_time: 0.005, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7680, loss_cls: 2.0162, loss: 2.0162, grad_norm: 5.3987 2021-06-16 09:43:13,040 - mmaction - INFO - Epoch [6][2580/3757] lr: 1.000e-02, eta: 2 days, 9:55:21, time: 1.103, data_time: 0.040, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7672, loss_cls: 2.0832, loss: 2.0832, grad_norm: 5.3706 2021-06-16 09:43:35,622 - mmaction - INFO - Epoch [6][2600/3757] lr: 1.000e-02, eta: 2 days, 9:54:36, time: 1.129, data_time: 0.090, memory: 7080, top1_acc: 0.5156, top5_acc: 0.7602, loss_cls: 2.0387, loss: 2.0387, grad_norm: 5.4590 2021-06-16 09:43:58,154 - mmaction - INFO - Epoch [6][2620/3757] lr: 1.000e-02, eta: 2 days, 9:53:52, time: 1.127, data_time: 0.200, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7570, loss_cls: 2.1100, loss: 2.1100, grad_norm: 5.5411 2021-06-16 09:44:21,821 - mmaction - INFO - Epoch [6][2640/3757] lr: 1.000e-02, eta: 2 days, 9:53:16, time: 1.183, data_time: 0.005, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.1072, loss: 2.1072, grad_norm: 5.3238 2021-06-16 09:44:45,690 - mmaction - INFO - Epoch [6][2660/3757] lr: 1.000e-02, eta: 2 days, 9:52:42, time: 1.194, data_time: 0.005, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7719, loss_cls: 2.0515, loss: 2.0515, grad_norm: 5.1240 2021-06-16 09:45:07,190 - mmaction - INFO - Epoch [6][2680/3757] lr: 1.000e-02, eta: 2 days, 9:51:49, time: 1.074, data_time: 0.001, memory: 7080, top1_acc: 0.5102, top5_acc: 0.7500, loss_cls: 2.0680, loss: 2.0680, grad_norm: 5.2953 2021-06-16 09:45:30,753 - mmaction - INFO - Epoch [6][2700/3757] lr: 1.000e-02, eta: 2 days, 9:51:13, time: 1.178, data_time: 0.002, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7688, loss_cls: 2.0610, loss: 2.0610, grad_norm: 5.4529 2021-06-16 09:45:51,978 - mmaction - INFO - Epoch [6][2720/3757] lr: 1.000e-02, eta: 2 days, 9:50:18, time: 1.057, data_time: 0.003, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7688, loss_cls: 2.0003, loss: 2.0003, grad_norm: 5.2397 2021-06-16 09:46:13,695 - mmaction - INFO - Epoch [6][2740/3757] lr: 1.000e-02, eta: 2 days, 9:49:27, time: 1.087, data_time: 0.250, memory: 7080, top1_acc: 0.5484, top5_acc: 0.7789, loss_cls: 1.9555, loss: 1.9555, grad_norm: 5.2096 2021-06-16 09:46:37,205 - mmaction - INFO - Epoch [6][2760/3757] lr: 1.000e-02, eta: 2 days, 9:48:51, time: 1.178, data_time: 0.133, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7570, loss_cls: 2.0956, loss: 2.0956, grad_norm: 5.4240 2021-06-16 09:47:00,752 - mmaction - INFO - Epoch [6][2780/3757] lr: 1.000e-02, eta: 2 days, 9:48:14, time: 1.177, data_time: 0.003, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7703, loss_cls: 1.9975, loss: 1.9975, grad_norm: 5.4092 2021-06-16 09:47:24,312 - mmaction - INFO - Epoch [6][2800/3757] lr: 1.000e-02, eta: 2 days, 9:47:38, time: 1.175, data_time: 0.002, memory: 7080, top1_acc: 0.4984, top5_acc: 0.7633, loss_cls: 2.0964, loss: 2.0964, grad_norm: 5.4508 2021-06-16 09:47:45,879 - mmaction - INFO - Epoch [6][2820/3757] lr: 1.000e-02, eta: 2 days, 9:46:46, time: 1.082, data_time: 0.005, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7617, loss_cls: 2.0437, loss: 2.0437, grad_norm: 5.2957 2021-06-16 09:48:08,193 - mmaction - INFO - Epoch [6][2840/3757] lr: 1.000e-02, eta: 2 days, 9:46:01, time: 1.116, data_time: 0.001, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7719, loss_cls: 2.0636, loss: 2.0636, grad_norm: 5.5474 2021-06-16 09:48:31,886 - mmaction - INFO - Epoch [6][2860/3757] lr: 1.000e-02, eta: 2 days, 9:45:25, time: 1.185, data_time: 0.004, memory: 7080, top1_acc: 0.5023, top5_acc: 0.7727, loss_cls: 2.0647, loss: 2.0647, grad_norm: 5.4574 2021-06-16 09:48:53,355 - mmaction - INFO - Epoch [6][2880/3757] lr: 1.000e-02, eta: 2 days, 9:44:33, time: 1.072, data_time: 0.002, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7789, loss_cls: 2.0094, loss: 2.0094, grad_norm: 5.2771 2021-06-16 09:49:16,042 - mmaction - INFO - Epoch [6][2900/3757] lr: 1.000e-02, eta: 2 days, 9:43:50, time: 1.137, data_time: 0.003, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7695, loss_cls: 2.0462, loss: 2.0462, grad_norm: 5.3987 2021-06-16 09:49:38,638 - mmaction - INFO - Epoch [6][2920/3757] lr: 1.000e-02, eta: 2 days, 9:43:06, time: 1.126, data_time: 0.002, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7602, loss_cls: 2.0422, loss: 2.0422, grad_norm: 5.2042 2021-06-16 09:50:03,356 - mmaction - INFO - Epoch [6][2940/3757] lr: 1.000e-02, eta: 2 days, 9:42:39, time: 1.239, data_time: 0.005, memory: 7080, top1_acc: 0.5086, top5_acc: 0.7773, loss_cls: 2.0493, loss: 2.0493, grad_norm: 5.3555 2021-06-16 09:50:25,448 - mmaction - INFO - Epoch [6][2960/3757] lr: 1.000e-02, eta: 2 days, 9:41:52, time: 1.104, data_time: 0.001, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7641, loss_cls: 2.0488, loss: 2.0488, grad_norm: 5.1574 2021-06-16 09:50:47,399 - mmaction - INFO - Epoch [6][2980/3757] lr: 1.000e-02, eta: 2 days, 9:41:03, time: 1.094, data_time: 0.001, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7727, loss_cls: 2.0629, loss: 2.0629, grad_norm: 5.1093 2021-06-16 09:51:10,582 - mmaction - INFO - Epoch [6][3000/3757] lr: 1.000e-02, eta: 2 days, 9:40:25, time: 1.163, data_time: 0.006, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7641, loss_cls: 2.0276, loss: 2.0276, grad_norm: 5.1350 2021-06-16 09:51:33,555 - mmaction - INFO - Epoch [6][3020/3757] lr: 1.000e-02, eta: 2 days, 9:39:44, time: 1.148, data_time: 0.003, memory: 7080, top1_acc: 0.5086, top5_acc: 0.7523, loss_cls: 2.0551, loss: 2.0551, grad_norm: 5.3808 2021-06-16 09:51:57,452 - mmaction - INFO - Epoch [6][3040/3757] lr: 1.000e-02, eta: 2 days, 9:39:10, time: 1.192, data_time: 0.004, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7422, loss_cls: 2.1445, loss: 2.1445, grad_norm: 5.2658 2021-06-16 09:52:19,478 - mmaction - INFO - Epoch [6][3060/3757] lr: 1.000e-02, eta: 2 days, 9:38:23, time: 1.104, data_time: 0.005, memory: 7080, top1_acc: 0.4867, top5_acc: 0.7555, loss_cls: 2.1297, loss: 2.1297, grad_norm: 5.6528 2021-06-16 09:52:42,699 - mmaction - INFO - Epoch [6][3080/3757] lr: 1.000e-02, eta: 2 days, 9:37:45, time: 1.162, data_time: 0.003, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7656, loss_cls: 2.0591, loss: 2.0591, grad_norm: 5.2956 2021-06-16 09:53:03,722 - mmaction - INFO - Epoch [6][3100/3757] lr: 1.000e-02, eta: 2 days, 9:36:49, time: 1.048, data_time: 0.002, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7523, loss_cls: 2.0744, loss: 2.0744, grad_norm: 5.3949 2021-06-16 09:53:25,939 - mmaction - INFO - Epoch [6][3120/3757] lr: 1.000e-02, eta: 2 days, 9:36:03, time: 1.113, data_time: 0.115, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7633, loss_cls: 2.0883, loss: 2.0883, grad_norm: 5.5635 2021-06-16 09:53:49,698 - mmaction - INFO - Epoch [6][3140/3757] lr: 1.000e-02, eta: 2 days, 9:35:29, time: 1.187, data_time: 0.196, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7586, loss_cls: 2.0679, loss: 2.0679, grad_norm: 5.1796 2021-06-16 09:54:13,594 - mmaction - INFO - Epoch [6][3160/3757] lr: 1.000e-02, eta: 2 days, 9:34:56, time: 1.195, data_time: 0.079, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7664, loss_cls: 2.1046, loss: 2.1046, grad_norm: 5.2633 2021-06-16 09:54:35,389 - mmaction - INFO - Epoch [6][3180/3757] lr: 1.000e-02, eta: 2 days, 9:34:07, time: 1.090, data_time: 0.002, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7578, loss_cls: 2.0823, loss: 2.0823, grad_norm: 5.3650 2021-06-16 09:54:57,867 - mmaction - INFO - Epoch [6][3200/3757] lr: 1.000e-02, eta: 2 days, 9:33:23, time: 1.124, data_time: 0.001, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7633, loss_cls: 2.0188, loss: 2.0188, grad_norm: 5.2860 2021-06-16 09:55:20,760 - mmaction - INFO - Epoch [6][3220/3757] lr: 1.000e-02, eta: 2 days, 9:32:42, time: 1.145, data_time: 0.003, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7617, loss_cls: 2.0892, loss: 2.0892, grad_norm: 5.3120 2021-06-16 09:55:41,509 - mmaction - INFO - Epoch [6][3240/3757] lr: 1.000e-02, eta: 2 days, 9:31:45, time: 1.038, data_time: 0.002, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7711, loss_cls: 2.0368, loss: 2.0368, grad_norm: 5.2236 2021-06-16 09:56:03,332 - mmaction - INFO - Epoch [6][3260/3757] lr: 1.000e-02, eta: 2 days, 9:30:57, time: 1.091, data_time: 0.015, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7578, loss_cls: 2.0882, loss: 2.0882, grad_norm: 5.3574 2021-06-16 09:56:26,615 - mmaction - INFO - Epoch [6][3280/3757] lr: 1.000e-02, eta: 2 days, 9:30:19, time: 1.163, data_time: 0.144, memory: 7080, top1_acc: 0.5258, top5_acc: 0.7656, loss_cls: 1.9815, loss: 1.9815, grad_norm: 5.2237 2021-06-16 09:56:49,932 - mmaction - INFO - Epoch [6][3300/3757] lr: 1.000e-02, eta: 2 days, 9:29:41, time: 1.168, data_time: 0.005, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7562, loss_cls: 2.0902, loss: 2.0902, grad_norm: 5.1823 2021-06-16 09:57:12,661 - mmaction - INFO - Epoch [6][3320/3757] lr: 1.000e-02, eta: 2 days, 9:29:00, time: 1.137, data_time: 0.002, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7672, loss_cls: 2.0556, loss: 2.0556, grad_norm: 5.3150 2021-06-16 09:57:34,692 - mmaction - INFO - Epoch [6][3340/3757] lr: 1.000e-02, eta: 2 days, 9:28:12, time: 1.100, data_time: 0.002, memory: 7080, top1_acc: 0.5016, top5_acc: 0.7562, loss_cls: 2.1185, loss: 2.1185, grad_norm: 5.3700 2021-06-16 09:57:57,540 - mmaction - INFO - Epoch [6][3360/3757] lr: 1.000e-02, eta: 2 days, 9:27:32, time: 1.144, data_time: 0.003, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7750, loss_cls: 2.0883, loss: 2.0883, grad_norm: 5.4637 2021-06-16 09:58:20,064 - mmaction - INFO - Epoch [6][3380/3757] lr: 1.000e-02, eta: 2 days, 9:26:49, time: 1.126, data_time: 0.027, memory: 7080, top1_acc: 0.5023, top5_acc: 0.7508, loss_cls: 2.1469, loss: 2.1469, grad_norm: 5.4105 2021-06-16 09:58:43,602 - mmaction - INFO - Epoch [6][3400/3757] lr: 1.000e-02, eta: 2 days, 9:26:13, time: 1.176, data_time: 0.028, memory: 7080, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.1127, loss: 2.1127, grad_norm: 5.2646 2021-06-16 09:59:05,847 - mmaction - INFO - Epoch [6][3420/3757] lr: 1.000e-02, eta: 2 days, 9:25:28, time: 1.111, data_time: 0.002, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7672, loss_cls: 2.0492, loss: 2.0492, grad_norm: 5.1878 2021-06-16 09:59:29,767 - mmaction - INFO - Epoch [6][3440/3757] lr: 1.000e-02, eta: 2 days, 9:24:55, time: 1.198, data_time: 0.004, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7984, loss_cls: 1.9092, loss: 1.9092, grad_norm: 5.2318 2021-06-16 09:59:51,527 - mmaction - INFO - Epoch [6][3460/3757] lr: 1.000e-02, eta: 2 days, 9:24:06, time: 1.088, data_time: 0.002, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7734, loss_cls: 1.9656, loss: 1.9656, grad_norm: 5.2707 2021-06-16 10:00:15,052 - mmaction - INFO - Epoch [6][3480/3757] lr: 1.000e-02, eta: 2 days, 9:23:30, time: 1.170, data_time: 0.001, memory: 7080, top1_acc: 0.5156, top5_acc: 0.7609, loss_cls: 2.0501, loss: 2.0501, grad_norm: 5.4069 2021-06-16 10:00:38,980 - mmaction - INFO - Epoch [6][3500/3757] lr: 1.000e-02, eta: 2 days, 9:22:58, time: 1.203, data_time: 0.052, memory: 7080, top1_acc: 0.4922, top5_acc: 0.7555, loss_cls: 2.0799, loss: 2.0799, grad_norm: 5.2477 2021-06-16 10:01:02,240 - mmaction - INFO - Epoch [6][3520/3757] lr: 1.000e-02, eta: 2 days, 9:22:20, time: 1.162, data_time: 0.001, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7688, loss_cls: 1.9986, loss: 1.9986, grad_norm: 5.1217 2021-06-16 10:01:24,818 - mmaction - INFO - Epoch [6][3540/3757] lr: 1.000e-02, eta: 2 days, 9:21:38, time: 1.129, data_time: 0.004, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7812, loss_cls: 1.9990, loss: 1.9990, grad_norm: 5.3446 2021-06-16 10:01:46,767 - mmaction - INFO - Epoch [6][3560/3757] lr: 1.000e-02, eta: 2 days, 9:20:51, time: 1.097, data_time: 0.002, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.0845, loss: 2.0845, grad_norm: 5.4064 2021-06-16 10:02:09,390 - mmaction - INFO - Epoch [6][3580/3757] lr: 1.000e-02, eta: 2 days, 9:20:09, time: 1.131, data_time: 0.002, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7578, loss_cls: 2.0513, loss: 2.0513, grad_norm: 5.3166 2021-06-16 10:02:32,097 - mmaction - INFO - Epoch [6][3600/3757] lr: 1.000e-02, eta: 2 days, 9:19:26, time: 1.131, data_time: 0.002, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0303, loss: 2.0303, grad_norm: 5.3657 2021-06-16 10:02:55,385 - mmaction - INFO - Epoch [6][3620/3757] lr: 1.000e-02, eta: 2 days, 9:18:50, time: 1.170, data_time: 0.008, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7734, loss_cls: 2.0106, loss: 2.0106, grad_norm: 5.3051 2021-06-16 10:03:17,351 - mmaction - INFO - Epoch [6][3640/3757] lr: 1.000e-02, eta: 2 days, 9:18:03, time: 1.095, data_time: 0.005, memory: 7080, top1_acc: 0.4805, top5_acc: 0.7375, loss_cls: 2.1544, loss: 2.1544, grad_norm: 5.5593 2021-06-16 10:03:40,696 - mmaction - INFO - Epoch [6][3660/3757] lr: 1.000e-02, eta: 2 days, 9:17:26, time: 1.167, data_time: 0.005, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.0572, loss: 2.0572, grad_norm: 5.3234 2021-06-16 10:04:02,389 - mmaction - INFO - Epoch [6][3680/3757] lr: 1.000e-02, eta: 2 days, 9:16:38, time: 1.088, data_time: 0.004, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7578, loss_cls: 2.0219, loss: 2.0219, grad_norm: 5.3810 2021-06-16 10:04:25,036 - mmaction - INFO - Epoch [6][3700/3757] lr: 1.000e-02, eta: 2 days, 9:15:56, time: 1.132, data_time: 0.002, memory: 7080, top1_acc: 0.4883, top5_acc: 0.7625, loss_cls: 2.1300, loss: 2.1300, grad_norm: 5.4503 2021-06-16 10:04:48,408 - mmaction - INFO - Epoch [6][3720/3757] lr: 1.000e-02, eta: 2 days, 9:15:19, time: 1.168, data_time: 0.004, memory: 7080, top1_acc: 0.4945, top5_acc: 0.7508, loss_cls: 2.1491, loss: 2.1491, grad_norm: 5.2609 2021-06-16 10:05:11,676 - mmaction - INFO - Epoch [6][3740/3757] lr: 1.000e-02, eta: 2 days, 9:14:42, time: 1.164, data_time: 0.003, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7836, loss_cls: 1.9919, loss: 1.9919, grad_norm: 5.2945 2021-06-16 10:05:34,381 - mmaction - INFO - Saving checkpoint at 6 epochs 2021-06-16 10:13:10,626 - mmaction - INFO - Epoch [7][20/3757] lr: 1.000e-02, eta: 2 days, 10:03:54, time: 22.763, data_time: 21.848, memory: 7080, top1_acc: 0.5297, top5_acc: 0.7789, loss_cls: 1.9725, loss: 1.9725, grad_norm: 5.4203 2021-06-16 10:13:35,051 - mmaction - INFO - Epoch [7][40/3757] lr: 1.000e-02, eta: 2 days, 10:03:22, time: 1.224, data_time: 0.299, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7555, loss_cls: 2.0642, loss: 2.0642, grad_norm: 5.2809 2021-06-16 10:13:57,143 - mmaction - INFO - Epoch [7][60/3757] lr: 1.000e-02, eta: 2 days, 10:02:34, time: 1.104, data_time: 0.157, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7516, loss_cls: 2.0391, loss: 2.0391, grad_norm: 5.3577 2021-06-16 10:14:19,876 - mmaction - INFO - Epoch [7][80/3757] lr: 1.000e-02, eta: 2 days, 10:01:49, time: 1.135, data_time: 0.002, memory: 7080, top1_acc: 0.5258, top5_acc: 0.7859, loss_cls: 1.9555, loss: 1.9555, grad_norm: 5.3860 2021-06-16 10:14:42,870 - mmaction - INFO - Epoch [7][100/3757] lr: 1.000e-02, eta: 2 days, 10:01:08, time: 1.151, data_time: 0.130, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7539, loss_cls: 2.0538, loss: 2.0538, grad_norm: 5.5026 2021-06-16 10:15:04,709 - mmaction - INFO - Epoch [7][120/3757] lr: 1.000e-02, eta: 2 days, 10:00:17, time: 1.091, data_time: 0.312, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7688, loss_cls: 1.9462, loss: 1.9462, grad_norm: 5.2722 2021-06-16 10:15:27,480 - mmaction - INFO - Epoch [7][140/3757] lr: 1.000e-02, eta: 2 days, 9:59:34, time: 1.139, data_time: 0.193, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7656, loss_cls: 1.9374, loss: 1.9374, grad_norm: 5.1757 2021-06-16 10:15:49,502 - mmaction - INFO - Epoch [7][160/3757] lr: 1.000e-02, eta: 2 days, 9:58:45, time: 1.102, data_time: 0.007, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7625, loss_cls: 2.0045, loss: 2.0045, grad_norm: 5.3198 2021-06-16 10:16:13,178 - mmaction - INFO - Epoch [7][180/3757] lr: 1.000e-02, eta: 2 days, 9:58:08, time: 1.182, data_time: 0.002, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7758, loss_cls: 1.9717, loss: 1.9717, grad_norm: 5.3177 2021-06-16 10:16:35,356 - mmaction - INFO - Epoch [7][200/3757] lr: 1.000e-02, eta: 2 days, 9:57:19, time: 1.107, data_time: 0.006, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7688, loss_cls: 2.0018, loss: 2.0018, grad_norm: 5.4420 2021-06-16 10:16:57,782 - mmaction - INFO - Epoch [7][220/3757] lr: 1.000e-02, eta: 2 days, 9:56:34, time: 1.123, data_time: 0.008, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7711, loss_cls: 2.0309, loss: 2.0309, grad_norm: 5.4429 2021-06-16 10:17:21,394 - mmaction - INFO - Epoch [7][240/3757] lr: 1.000e-02, eta: 2 days, 9:55:57, time: 1.182, data_time: 0.005, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7766, loss_cls: 1.9912, loss: 1.9912, grad_norm: 5.3422 2021-06-16 10:17:43,692 - mmaction - INFO - Epoch [7][260/3757] lr: 1.000e-02, eta: 2 days, 9:55:09, time: 1.112, data_time: 0.002, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7711, loss_cls: 1.9730, loss: 1.9730, grad_norm: 5.4014 2021-06-16 10:18:06,715 - mmaction - INFO - Epoch [7][280/3757] lr: 1.000e-02, eta: 2 days, 9:54:29, time: 1.155, data_time: 0.005, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7766, loss_cls: 1.9356, loss: 1.9356, grad_norm: 5.2883 2021-06-16 10:18:29,383 - mmaction - INFO - Epoch [7][300/3757] lr: 1.000e-02, eta: 2 days, 9:53:45, time: 1.133, data_time: 0.001, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7703, loss_cls: 2.0196, loss: 2.0196, grad_norm: 5.2865 2021-06-16 10:18:52,228 - mmaction - INFO - Epoch [7][320/3757] lr: 1.000e-02, eta: 2 days, 9:53:01, time: 1.136, data_time: 0.001, memory: 7080, top1_acc: 0.5156, top5_acc: 0.7727, loss_cls: 1.9779, loss: 1.9779, grad_norm: 5.2598 2021-06-16 10:19:15,473 - mmaction - INFO - Epoch [7][340/3757] lr: 1.000e-02, eta: 2 days, 9:52:22, time: 1.167, data_time: 0.007, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7766, loss_cls: 1.9719, loss: 1.9719, grad_norm: 5.3713 2021-06-16 10:19:37,584 - mmaction - INFO - Epoch [7][360/3757] lr: 1.000e-02, eta: 2 days, 9:51:34, time: 1.104, data_time: 0.003, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7688, loss_cls: 2.0036, loss: 2.0036, grad_norm: 5.2461 2021-06-16 10:19:59,619 - mmaction - INFO - Epoch [7][380/3757] lr: 1.000e-02, eta: 2 days, 9:50:46, time: 1.105, data_time: 0.006, memory: 7080, top1_acc: 0.5297, top5_acc: 0.7867, loss_cls: 1.9234, loss: 1.9234, grad_norm: 5.1025 2021-06-16 10:20:21,887 - mmaction - INFO - Epoch [7][400/3757] lr: 1.000e-02, eta: 2 days, 9:49:59, time: 1.113, data_time: 0.002, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7547, loss_cls: 2.0796, loss: 2.0796, grad_norm: 5.3192 2021-06-16 10:20:45,154 - mmaction - INFO - Epoch [7][420/3757] lr: 1.000e-02, eta: 2 days, 9:49:19, time: 1.163, data_time: 0.001, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 2.0130, loss: 2.0130, grad_norm: 5.4886 2021-06-16 10:21:08,004 - mmaction - INFO - Epoch [7][440/3757] lr: 1.000e-02, eta: 2 days, 9:48:37, time: 1.142, data_time: 0.005, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7875, loss_cls: 1.9292, loss: 1.9292, grad_norm: 5.1626 2021-06-16 10:21:29,311 - mmaction - INFO - Epoch [7][460/3757] lr: 1.000e-02, eta: 2 days, 9:47:43, time: 1.064, data_time: 0.003, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7891, loss_cls: 1.9628, loss: 1.9628, grad_norm: 5.4664 2021-06-16 10:21:53,087 - mmaction - INFO - Epoch [7][480/3757] lr: 1.000e-02, eta: 2 days, 9:47:07, time: 1.189, data_time: 0.098, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7875, loss_cls: 1.9404, loss: 1.9404, grad_norm: 5.2796 2021-06-16 10:22:16,005 - mmaction - INFO - Epoch [7][500/3757] lr: 1.000e-02, eta: 2 days, 9:46:26, time: 1.146, data_time: 0.166, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7727, loss_cls: 2.0272, loss: 2.0272, grad_norm: 5.2837 2021-06-16 10:22:38,325 - mmaction - INFO - Epoch [7][520/3757] lr: 1.000e-02, eta: 2 days, 9:45:39, time: 1.116, data_time: 0.001, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7633, loss_cls: 1.9626, loss: 1.9626, grad_norm: 5.3989 2021-06-16 10:23:01,602 - mmaction - INFO - Epoch [7][540/3757] lr: 1.000e-02, eta: 2 days, 9:45:00, time: 1.164, data_time: 0.002, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7945, loss_cls: 1.9342, loss: 1.9342, grad_norm: 5.2319 2021-06-16 10:23:24,081 - mmaction - INFO - Epoch [7][560/3757] lr: 1.000e-02, eta: 2 days, 9:44:15, time: 1.121, data_time: 0.001, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7797, loss_cls: 1.9374, loss: 1.9374, grad_norm: 5.3076 2021-06-16 10:23:45,488 - mmaction - INFO - Epoch [7][580/3757] lr: 1.000e-02, eta: 2 days, 9:43:23, time: 1.073, data_time: 0.006, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7703, loss_cls: 1.9536, loss: 1.9536, grad_norm: 5.3661 2021-06-16 10:24:08,524 - mmaction - INFO - Epoch [7][600/3757] lr: 1.000e-02, eta: 2 days, 9:42:42, time: 1.151, data_time: 0.002, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7859, loss_cls: 1.9462, loss: 1.9462, grad_norm: 5.3093 2021-06-16 10:24:31,328 - mmaction - INFO - Epoch [7][620/3757] lr: 1.000e-02, eta: 2 days, 9:41:59, time: 1.139, data_time: 0.002, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7664, loss_cls: 1.9996, loss: 1.9996, grad_norm: 5.3418 2021-06-16 10:24:53,465 - mmaction - INFO - Epoch [7][640/3757] lr: 1.000e-02, eta: 2 days, 9:41:12, time: 1.108, data_time: 0.004, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7578, loss_cls: 2.0997, loss: 2.0997, grad_norm: 5.6627 2021-06-16 10:25:16,199 - mmaction - INFO - Epoch [7][660/3757] lr: 1.000e-02, eta: 2 days, 9:40:29, time: 1.136, data_time: 0.001, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7602, loss_cls: 2.0131, loss: 2.0131, grad_norm: 5.1589 2021-06-16 10:25:39,182 - mmaction - INFO - Epoch [7][680/3757] lr: 1.000e-02, eta: 2 days, 9:39:48, time: 1.147, data_time: 0.066, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7648, loss_cls: 2.0155, loss: 2.0155, grad_norm: 5.2518 2021-06-16 10:26:02,202 - mmaction - INFO - Epoch [7][700/3757] lr: 1.000e-02, eta: 2 days, 9:39:07, time: 1.152, data_time: 0.004, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7828, loss_cls: 1.9792, loss: 1.9792, grad_norm: 5.3187 2021-06-16 10:26:24,289 - mmaction - INFO - Epoch [7][720/3757] lr: 1.000e-02, eta: 2 days, 9:38:20, time: 1.105, data_time: 0.002, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7891, loss_cls: 1.9057, loss: 1.9057, grad_norm: 5.4002 2021-06-16 10:26:47,998 - mmaction - INFO - Epoch [7][740/3757] lr: 1.000e-02, eta: 2 days, 9:37:44, time: 1.185, data_time: 0.002, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7711, loss_cls: 2.0402, loss: 2.0402, grad_norm: 5.6451 2021-06-16 10:27:09,230 - mmaction - INFO - Epoch [7][760/3757] lr: 1.000e-02, eta: 2 days, 9:36:51, time: 1.060, data_time: 0.003, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7797, loss_cls: 1.9557, loss: 1.9557, grad_norm: 5.3489 2021-06-16 10:27:30,864 - mmaction - INFO - Epoch [7][780/3757] lr: 1.000e-02, eta: 2 days, 9:36:01, time: 1.083, data_time: 0.006, memory: 7080, top1_acc: 0.4945, top5_acc: 0.7555, loss_cls: 2.0235, loss: 2.0235, grad_norm: 5.5680 2021-06-16 10:27:53,514 - mmaction - INFO - Epoch [7][800/3757] lr: 1.000e-02, eta: 2 days, 9:35:17, time: 1.133, data_time: 0.002, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7859, loss_cls: 1.9901, loss: 1.9901, grad_norm: 5.4092 2021-06-16 10:28:16,384 - mmaction - INFO - Epoch [7][820/3757] lr: 1.000e-02, eta: 2 days, 9:34:35, time: 1.137, data_time: 0.002, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7859, loss_cls: 1.9342, loss: 1.9342, grad_norm: 5.2585 2021-06-16 10:28:38,863 - mmaction - INFO - Epoch [7][840/3757] lr: 1.000e-02, eta: 2 days, 9:33:51, time: 1.129, data_time: 0.008, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7688, loss_cls: 2.0200, loss: 2.0200, grad_norm: 5.1803 2021-06-16 10:29:01,632 - mmaction - INFO - Epoch [7][860/3757] lr: 1.000e-02, eta: 2 days, 9:33:09, time: 1.139, data_time: 0.068, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7547, loss_cls: 2.0696, loss: 2.0696, grad_norm: 5.4040 2021-06-16 10:29:24,441 - mmaction - INFO - Epoch [7][880/3757] lr: 1.000e-02, eta: 2 days, 9:32:27, time: 1.142, data_time: 0.067, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7719, loss_cls: 2.0119, loss: 2.0119, grad_norm: 5.4469 2021-06-16 10:29:47,662 - mmaction - INFO - Epoch [7][900/3757] lr: 1.000e-02, eta: 2 days, 9:31:48, time: 1.159, data_time: 0.002, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7727, loss_cls: 1.9761, loss: 1.9761, grad_norm: 5.4527 2021-06-16 10:30:11,309 - mmaction - INFO - Epoch [7][920/3757] lr: 1.000e-02, eta: 2 days, 9:31:12, time: 1.185, data_time: 0.003, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7711, loss_cls: 1.9640, loss: 1.9640, grad_norm: 5.4175 2021-06-16 10:30:33,788 - mmaction - INFO - Epoch [7][940/3757] lr: 1.000e-02, eta: 2 days, 9:30:28, time: 1.123, data_time: 0.001, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7719, loss_cls: 1.9744, loss: 1.9744, grad_norm: 5.4254 2021-06-16 10:30:55,663 - mmaction - INFO - Epoch [7][960/3757] lr: 1.000e-02, eta: 2 days, 9:29:39, time: 1.093, data_time: 0.001, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7758, loss_cls: 1.9392, loss: 1.9392, grad_norm: 5.3193 2021-06-16 10:31:18,591 - mmaction - INFO - Epoch [7][980/3757] lr: 1.000e-02, eta: 2 days, 9:28:59, time: 1.148, data_time: 0.018, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7750, loss_cls: 2.0448, loss: 2.0448, grad_norm: 5.4321 2021-06-16 10:31:41,830 - mmaction - INFO - Epoch [7][1000/3757] lr: 1.000e-02, eta: 2 days, 9:28:20, time: 1.161, data_time: 0.001, memory: 7080, top1_acc: 0.4875, top5_acc: 0.7547, loss_cls: 2.1150, loss: 2.1150, grad_norm: 5.4221 2021-06-16 10:32:04,835 - mmaction - INFO - Epoch [7][1020/3757] lr: 1.000e-02, eta: 2 days, 9:27:39, time: 1.151, data_time: 0.005, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7742, loss_cls: 2.0269, loss: 2.0269, grad_norm: 5.2227 2021-06-16 10:32:27,766 - mmaction - INFO - Epoch [7][1040/3757] lr: 1.000e-02, eta: 2 days, 9:26:58, time: 1.146, data_time: 0.001, memory: 7080, top1_acc: 0.5023, top5_acc: 0.7695, loss_cls: 2.0715, loss: 2.0715, grad_norm: 5.2901 2021-06-16 10:32:50,647 - mmaction - INFO - Epoch [7][1060/3757] lr: 1.000e-02, eta: 2 days, 9:26:17, time: 1.144, data_time: 0.002, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.0497, loss: 2.0497, grad_norm: 5.2532 2021-06-16 10:33:12,842 - mmaction - INFO - Epoch [7][1080/3757] lr: 1.000e-02, eta: 2 days, 9:25:31, time: 1.109, data_time: 0.003, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7742, loss_cls: 1.9216, loss: 1.9216, grad_norm: 5.1434 2021-06-16 10:33:35,405 - mmaction - INFO - Epoch [7][1100/3757] lr: 1.000e-02, eta: 2 days, 9:24:48, time: 1.130, data_time: 0.003, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7898, loss_cls: 1.9498, loss: 1.9498, grad_norm: 5.2013 2021-06-16 10:33:58,838 - mmaction - INFO - Epoch [7][1120/3757] lr: 1.000e-02, eta: 2 days, 9:24:10, time: 1.168, data_time: 0.002, memory: 7080, top1_acc: 0.5297, top5_acc: 0.7758, loss_cls: 1.9829, loss: 1.9829, grad_norm: 5.0850 2021-06-16 10:34:22,845 - mmaction - INFO - Epoch [7][1140/3757] lr: 1.000e-02, eta: 2 days, 9:23:38, time: 1.204, data_time: 0.005, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7680, loss_cls: 1.9917, loss: 1.9917, grad_norm: 5.5873 2021-06-16 10:34:45,490 - mmaction - INFO - Epoch [7][1160/3757] lr: 1.000e-02, eta: 2 days, 9:22:55, time: 1.130, data_time: 0.001, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7859, loss_cls: 2.0053, loss: 2.0053, grad_norm: 5.5733 2021-06-16 10:35:07,407 - mmaction - INFO - Epoch [7][1180/3757] lr: 1.000e-02, eta: 2 days, 9:22:07, time: 1.097, data_time: 0.006, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7703, loss_cls: 1.9573, loss: 1.9573, grad_norm: 5.2507 2021-06-16 10:35:28,418 - mmaction - INFO - Epoch [7][1200/3757] lr: 1.000e-02, eta: 2 days, 9:21:13, time: 1.051, data_time: 0.001, memory: 7080, top1_acc: 0.5109, top5_acc: 0.7625, loss_cls: 1.9920, loss: 1.9920, grad_norm: 5.5244 2021-06-16 10:35:50,320 - mmaction - INFO - Epoch [7][1220/3757] lr: 1.000e-02, eta: 2 days, 9:20:25, time: 1.091, data_time: 0.101, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7617, loss_cls: 2.0198, loss: 2.0198, grad_norm: 5.3586 2021-06-16 10:36:14,119 - mmaction - INFO - Epoch [7][1240/3757] lr: 1.000e-02, eta: 2 days, 9:19:51, time: 1.194, data_time: 0.041, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7641, loss_cls: 1.9816, loss: 1.9816, grad_norm: 5.2651 2021-06-16 10:36:36,724 - mmaction - INFO - Epoch [7][1260/3757] lr: 1.000e-02, eta: 2 days, 9:19:08, time: 1.130, data_time: 0.013, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7930, loss_cls: 1.9565, loss: 1.9565, grad_norm: 5.3647 2021-06-16 10:37:00,167 - mmaction - INFO - Epoch [7][1280/3757] lr: 1.000e-02, eta: 2 days, 9:18:31, time: 1.171, data_time: 0.002, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7805, loss_cls: 1.9438, loss: 1.9438, grad_norm: 5.4447 2021-06-16 10:37:22,865 - mmaction - INFO - Epoch [7][1300/3757] lr: 1.000e-02, eta: 2 days, 9:17:49, time: 1.136, data_time: 0.004, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7500, loss_cls: 2.0603, loss: 2.0603, grad_norm: 5.4725 2021-06-16 10:37:44,923 - mmaction - INFO - Epoch [7][1320/3757] lr: 1.000e-02, eta: 2 days, 9:17:03, time: 1.101, data_time: 0.001, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7500, loss_cls: 2.0984, loss: 2.0984, grad_norm: 5.3724 2021-06-16 10:38:08,199 - mmaction - INFO - Epoch [7][1340/3757] lr: 1.000e-02, eta: 2 days, 9:16:25, time: 1.166, data_time: 0.276, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7664, loss_cls: 2.0551, loss: 2.0551, grad_norm: 5.4254 2021-06-16 10:38:31,701 - mmaction - INFO - Epoch [7][1360/3757] lr: 1.000e-02, eta: 2 days, 9:15:48, time: 1.175, data_time: 0.133, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7781, loss_cls: 1.9894, loss: 1.9894, grad_norm: 5.4578 2021-06-16 10:38:54,369 - mmaction - INFO - Epoch [7][1380/3757] lr: 1.000e-02, eta: 2 days, 9:15:06, time: 1.133, data_time: 0.107, memory: 7080, top1_acc: 0.5258, top5_acc: 0.7758, loss_cls: 1.9693, loss: 1.9693, grad_norm: 5.3187 2021-06-16 10:39:17,686 - mmaction - INFO - Epoch [7][1400/3757] lr: 1.000e-02, eta: 2 days, 9:14:28, time: 1.165, data_time: 0.012, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7805, loss_cls: 1.9111, loss: 1.9111, grad_norm: 5.2174 2021-06-16 10:39:39,724 - mmaction - INFO - Epoch [7][1420/3757] lr: 1.000e-02, eta: 2 days, 9:13:42, time: 1.102, data_time: 0.105, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 1.9819, loss: 1.9819, grad_norm: 5.3112 2021-06-16 10:40:01,597 - mmaction - INFO - Epoch [7][1440/3757] lr: 1.000e-02, eta: 2 days, 9:12:55, time: 1.095, data_time: 0.184, memory: 7080, top1_acc: 0.4891, top5_acc: 0.7469, loss_cls: 2.0929, loss: 2.0929, grad_norm: 5.5440 2021-06-16 10:40:23,874 - mmaction - INFO - Epoch [7][1460/3757] lr: 1.000e-02, eta: 2 days, 9:12:10, time: 1.114, data_time: 0.084, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7906, loss_cls: 1.8744, loss: 1.8744, grad_norm: 5.2728 2021-06-16 10:40:46,513 - mmaction - INFO - Epoch [7][1480/3757] lr: 1.000e-02, eta: 2 days, 9:11:28, time: 1.132, data_time: 0.001, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7648, loss_cls: 1.9831, loss: 1.9831, grad_norm: 5.4850 2021-06-16 10:41:10,535 - mmaction - INFO - Epoch [7][1500/3757] lr: 1.000e-02, eta: 2 days, 9:10:55, time: 1.200, data_time: 0.002, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7766, loss_cls: 2.0423, loss: 2.0423, grad_norm: 5.5107 2021-06-16 10:41:33,567 - mmaction - INFO - Epoch [7][1520/3757] lr: 1.000e-02, eta: 2 days, 9:10:16, time: 1.152, data_time: 0.002, memory: 7080, top1_acc: 0.5070, top5_acc: 0.7562, loss_cls: 2.0730, loss: 2.0730, grad_norm: 5.3748 2021-06-16 10:41:56,400 - mmaction - INFO - Epoch [7][1540/3757] lr: 1.000e-02, eta: 2 days, 9:09:35, time: 1.142, data_time: 0.002, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7672, loss_cls: 2.0175, loss: 2.0175, grad_norm: 5.3951 2021-06-16 10:42:19,107 - mmaction - INFO - Epoch [7][1560/3757] lr: 1.000e-02, eta: 2 days, 9:08:53, time: 1.136, data_time: 0.003, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7734, loss_cls: 2.0529, loss: 2.0529, grad_norm: 5.4565 2021-06-16 10:42:42,257 - mmaction - INFO - Epoch [7][1580/3757] lr: 1.000e-02, eta: 2 days, 9:08:15, time: 1.157, data_time: 0.020, memory: 7080, top1_acc: 0.5172, top5_acc: 0.7664, loss_cls: 2.0139, loss: 2.0139, grad_norm: 5.3218 2021-06-16 10:43:04,896 - mmaction - INFO - Epoch [7][1600/3757] lr: 1.000e-02, eta: 2 days, 9:07:33, time: 1.132, data_time: 0.001, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 2.0178, loss: 2.0178, grad_norm: 5.5041 2021-06-16 10:43:26,038 - mmaction - INFO - Epoch [7][1620/3757] lr: 1.000e-02, eta: 2 days, 9:06:40, time: 1.054, data_time: 0.046, memory: 7080, top1_acc: 0.5109, top5_acc: 0.7727, loss_cls: 2.0131, loss: 2.0131, grad_norm: 5.4054 2021-06-16 10:43:48,871 - mmaction - INFO - Epoch [7][1640/3757] lr: 1.000e-02, eta: 2 days, 9:06:00, time: 1.145, data_time: 0.397, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7766, loss_cls: 1.9949, loss: 1.9949, grad_norm: 5.4065 2021-06-16 10:44:12,608 - mmaction - INFO - Epoch [7][1660/3757] lr: 1.000e-02, eta: 2 days, 9:05:26, time: 1.186, data_time: 0.023, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.0917, loss: 2.0917, grad_norm: 5.4625 2021-06-16 10:44:35,287 - mmaction - INFO - Epoch [7][1680/3757] lr: 1.000e-02, eta: 2 days, 9:04:44, time: 1.134, data_time: 0.003, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7734, loss_cls: 2.0083, loss: 2.0083, grad_norm: 5.3386 2021-06-16 10:44:57,183 - mmaction - INFO - Epoch [7][1700/3757] lr: 1.000e-02, eta: 2 days, 9:03:57, time: 1.095, data_time: 0.002, memory: 7080, top1_acc: 0.4992, top5_acc: 0.7523, loss_cls: 2.1414, loss: 2.1414, grad_norm: 5.3978 2021-06-16 10:45:19,364 - mmaction - INFO - Epoch [7][1720/3757] lr: 1.000e-02, eta: 2 days, 9:03:12, time: 1.110, data_time: 0.010, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7656, loss_cls: 2.0569, loss: 2.0569, grad_norm: 5.3445 2021-06-16 10:45:42,436 - mmaction - INFO - Epoch [7][1740/3757] lr: 1.000e-02, eta: 2 days, 9:02:33, time: 1.153, data_time: 0.002, memory: 7080, top1_acc: 0.5484, top5_acc: 0.7695, loss_cls: 1.9493, loss: 1.9493, grad_norm: 5.2493 2021-06-16 10:46:05,041 - mmaction - INFO - Epoch [7][1760/3757] lr: 1.000e-02, eta: 2 days, 9:01:51, time: 1.130, data_time: 0.002, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7742, loss_cls: 1.9987, loss: 1.9987, grad_norm: 5.2358 2021-06-16 10:46:27,892 - mmaction - INFO - Epoch [7][1780/3757] lr: 1.000e-02, eta: 2 days, 9:01:11, time: 1.143, data_time: 0.004, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7672, loss_cls: 2.0073, loss: 2.0073, grad_norm: 5.3830 2021-06-16 10:46:50,096 - mmaction - INFO - Epoch [7][1800/3757] lr: 1.000e-02, eta: 2 days, 9:00:27, time: 1.111, data_time: 0.064, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7789, loss_cls: 1.9911, loss: 1.9911, grad_norm: 5.3779 2021-06-16 10:47:13,662 - mmaction - INFO - Epoch [7][1820/3757] lr: 1.000e-02, eta: 2 days, 8:59:51, time: 1.174, data_time: 0.024, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7797, loss_cls: 1.9580, loss: 1.9580, grad_norm: 5.3293 2021-06-16 10:47:35,233 - mmaction - INFO - Epoch [7][1840/3757] lr: 1.000e-02, eta: 2 days, 8:59:02, time: 1.083, data_time: 0.048, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7609, loss_cls: 2.0500, loss: 2.0500, grad_norm: 5.2769 2021-06-16 10:47:59,602 - mmaction - INFO - Epoch [7][1860/3757] lr: 1.000e-02, eta: 2 days, 8:58:32, time: 1.218, data_time: 0.003, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7664, loss_cls: 2.0150, loss: 2.0150, grad_norm: 5.3298 2021-06-16 10:48:21,768 - mmaction - INFO - Epoch [7][1880/3757] lr: 1.000e-02, eta: 2 days, 8:57:48, time: 1.109, data_time: 0.002, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7914, loss_cls: 1.9352, loss: 1.9352, grad_norm: 5.3127 2021-06-16 10:48:45,500 - mmaction - INFO - Epoch [7][1900/3757] lr: 1.000e-02, eta: 2 days, 8:57:13, time: 1.184, data_time: 0.002, memory: 7080, top1_acc: 0.4961, top5_acc: 0.7508, loss_cls: 2.1204, loss: 2.1204, grad_norm: 5.3767 2021-06-16 10:49:08,095 - mmaction - INFO - Epoch [7][1920/3757] lr: 1.000e-02, eta: 2 days, 8:56:32, time: 1.132, data_time: 0.005, memory: 7080, top1_acc: 0.5297, top5_acc: 0.7758, loss_cls: 2.0116, loss: 2.0116, grad_norm: 5.3145 2021-06-16 10:49:30,735 - mmaction - INFO - Epoch [7][1940/3757] lr: 1.000e-02, eta: 2 days, 8:55:50, time: 1.132, data_time: 0.003, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7711, loss_cls: 2.0071, loss: 2.0071, grad_norm: 5.2670 2021-06-16 10:49:52,130 - mmaction - INFO - Epoch [7][1960/3757] lr: 1.000e-02, eta: 2 days, 8:55:00, time: 1.069, data_time: 0.002, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7742, loss_cls: 1.9992, loss: 1.9992, grad_norm: 5.2074 2021-06-16 10:50:14,188 - mmaction - INFO - Epoch [7][1980/3757] lr: 1.000e-02, eta: 2 days, 8:54:15, time: 1.105, data_time: 0.006, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7859, loss_cls: 1.8888, loss: 1.8888, grad_norm: 5.1819 2021-06-16 10:50:37,508 - mmaction - INFO - Epoch [7][2000/3757] lr: 1.000e-02, eta: 2 days, 8:53:38, time: 1.165, data_time: 0.002, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7891, loss_cls: 1.9251, loss: 1.9251, grad_norm: 5.1198 2021-06-16 10:50:59,964 - mmaction - INFO - Epoch [7][2020/3757] lr: 1.000e-02, eta: 2 days, 8:52:56, time: 1.123, data_time: 0.006, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 2.0185, loss: 2.0185, grad_norm: 5.1577 2021-06-16 10:51:22,605 - mmaction - INFO - Epoch [7][2040/3757] lr: 1.000e-02, eta: 2 days, 8:52:15, time: 1.133, data_time: 0.003, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7766, loss_cls: 2.0166, loss: 2.0166, grad_norm: 5.3834 2021-06-16 10:51:46,070 - mmaction - INFO - Epoch [7][2060/3757] lr: 1.000e-02, eta: 2 days, 8:51:39, time: 1.173, data_time: 0.004, memory: 7080, top1_acc: 0.4977, top5_acc: 0.7820, loss_cls: 1.9698, loss: 1.9698, grad_norm: 5.4412 2021-06-16 10:52:08,305 - mmaction - INFO - Epoch [7][2080/3757] lr: 1.000e-02, eta: 2 days, 8:50:55, time: 1.111, data_time: 0.002, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7688, loss_cls: 2.0413, loss: 2.0413, grad_norm: 5.3928 2021-06-16 10:52:30,100 - mmaction - INFO - Epoch [7][2100/3757] lr: 1.000e-02, eta: 2 days, 8:50:08, time: 1.091, data_time: 0.003, memory: 7080, top1_acc: 0.5172, top5_acc: 0.7742, loss_cls: 2.0040, loss: 2.0040, grad_norm: 5.4994 2021-06-16 10:52:52,313 - mmaction - INFO - Epoch [7][2120/3757] lr: 1.000e-02, eta: 2 days, 8:49:24, time: 1.110, data_time: 0.001, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7383, loss_cls: 2.0818, loss: 2.0818, grad_norm: 5.3841 2021-06-16 10:53:14,276 - mmaction - INFO - Epoch [7][2140/3757] lr: 1.000e-02, eta: 2 days, 8:48:37, time: 1.092, data_time: 0.055, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7703, loss_cls: 1.9309, loss: 1.9309, grad_norm: 5.1601 2021-06-16 10:53:37,793 - mmaction - INFO - Epoch [7][2160/3757] lr: 1.000e-02, eta: 2 days, 8:48:03, time: 1.183, data_time: 0.381, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7773, loss_cls: 1.9700, loss: 1.9700, grad_norm: 5.3400 2021-06-16 10:53:59,362 - mmaction - INFO - Epoch [7][2180/3757] lr: 1.000e-02, eta: 2 days, 8:47:15, time: 1.078, data_time: 0.173, memory: 7080, top1_acc: 0.5102, top5_acc: 0.7805, loss_cls: 2.0877, loss: 2.0877, grad_norm: 5.4671 2021-06-16 10:54:23,101 - mmaction - INFO - Epoch [7][2200/3757] lr: 1.000e-02, eta: 2 days, 8:46:41, time: 1.188, data_time: 0.005, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7812, loss_cls: 1.9433, loss: 1.9433, grad_norm: 5.3904 2021-06-16 10:54:45,266 - mmaction - INFO - Epoch [7][2220/3757] lr: 1.000e-02, eta: 2 days, 8:45:57, time: 1.107, data_time: 0.001, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9515, loss: 1.9515, grad_norm: 5.3531 2021-06-16 10:55:08,473 - mmaction - INFO - Epoch [7][2240/3757] lr: 1.000e-02, eta: 2 days, 8:45:20, time: 1.161, data_time: 0.002, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7555, loss_cls: 2.0630, loss: 2.0630, grad_norm: 5.3356 2021-06-16 10:55:30,691 - mmaction - INFO - Epoch [7][2260/3757] lr: 1.000e-02, eta: 2 days, 8:44:36, time: 1.111, data_time: 0.003, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7664, loss_cls: 2.0242, loss: 2.0242, grad_norm: 5.2771 2021-06-16 10:55:53,821 - mmaction - INFO - Epoch [7][2280/3757] lr: 1.000e-02, eta: 2 days, 8:43:58, time: 1.156, data_time: 0.001, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7742, loss_cls: 2.0013, loss: 2.0013, grad_norm: 5.2326 2021-06-16 10:56:16,274 - mmaction - INFO - Epoch [7][2300/3757] lr: 1.000e-02, eta: 2 days, 8:43:15, time: 1.117, data_time: 0.002, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7750, loss_cls: 1.9718, loss: 1.9718, grad_norm: 5.3777 2021-06-16 10:56:38,037 - mmaction - INFO - Epoch [7][2320/3757] lr: 1.000e-02, eta: 2 days, 8:42:29, time: 1.094, data_time: 0.008, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7852, loss_cls: 1.8738, loss: 1.8738, grad_norm: 5.2659 2021-06-16 10:57:01,875 - mmaction - INFO - Epoch [7][2340/3757] lr: 1.000e-02, eta: 2 days, 8:41:57, time: 1.193, data_time: 0.002, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7828, loss_cls: 1.9670, loss: 1.9670, grad_norm: 5.1864 2021-06-16 10:57:24,655 - mmaction - INFO - Epoch [7][2360/3757] lr: 1.000e-02, eta: 2 days, 8:41:16, time: 1.137, data_time: 0.001, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7578, loss_cls: 2.0825, loss: 2.0825, grad_norm: 5.4524 2021-06-16 10:57:47,080 - mmaction - INFO - Epoch [7][2380/3757] lr: 1.000e-02, eta: 2 days, 8:40:34, time: 1.123, data_time: 0.007, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7617, loss_cls: 2.0666, loss: 2.0666, grad_norm: 5.3630 2021-06-16 10:58:09,551 - mmaction - INFO - Epoch [7][2400/3757] lr: 1.000e-02, eta: 2 days, 8:39:52, time: 1.120, data_time: 0.001, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7719, loss_cls: 2.0217, loss: 2.0217, grad_norm: 5.5153 2021-06-16 10:58:30,803 - mmaction - INFO - Epoch [7][2420/3757] lr: 1.000e-02, eta: 2 days, 8:39:03, time: 1.067, data_time: 0.006, memory: 7080, top1_acc: 0.4781, top5_acc: 0.7523, loss_cls: 2.1269, loss: 2.1269, grad_norm: 5.5699 2021-06-16 10:58:54,373 - mmaction - INFO - Epoch [7][2440/3757] lr: 1.000e-02, eta: 2 days, 8:38:28, time: 1.178, data_time: 0.002, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7641, loss_cls: 2.0188, loss: 2.0188, grad_norm: 5.5018 2021-06-16 10:59:18,542 - mmaction - INFO - Epoch [7][2460/3757] lr: 1.000e-02, eta: 2 days, 8:37:57, time: 1.207, data_time: 0.002, memory: 7080, top1_acc: 0.5047, top5_acc: 0.7750, loss_cls: 2.0233, loss: 2.0233, grad_norm: 5.3799 2021-06-16 10:59:41,839 - mmaction - INFO - Epoch [7][2480/3757] lr: 1.000e-02, eta: 2 days, 8:37:21, time: 1.166, data_time: 0.002, memory: 7080, top1_acc: 0.5109, top5_acc: 0.7570, loss_cls: 2.0477, loss: 2.0477, grad_norm: 5.2550 2021-06-16 11:00:04,080 - mmaction - INFO - Epoch [7][2500/3757] lr: 1.000e-02, eta: 2 days, 8:36:38, time: 1.112, data_time: 0.001, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7664, loss_cls: 2.0474, loss: 2.0474, grad_norm: 5.3992 2021-06-16 11:00:25,752 - mmaction - INFO - Epoch [7][2520/3757] lr: 1.000e-02, eta: 2 days, 8:35:51, time: 1.082, data_time: 0.002, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7695, loss_cls: 1.9865, loss: 1.9865, grad_norm: 5.2514 2021-06-16 11:00:47,898 - mmaction - INFO - Epoch [7][2540/3757] lr: 1.000e-02, eta: 2 days, 8:35:07, time: 1.108, data_time: 0.003, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7656, loss_cls: 1.9762, loss: 1.9762, grad_norm: 5.2669 2021-06-16 11:01:10,489 - mmaction - INFO - Epoch [7][2560/3757] lr: 1.000e-02, eta: 2 days, 8:34:26, time: 1.129, data_time: 0.041, memory: 7080, top1_acc: 0.5180, top5_acc: 0.7641, loss_cls: 2.0164, loss: 2.0164, grad_norm: 5.3957 2021-06-16 11:01:34,149 - mmaction - INFO - Epoch [7][2580/3757] lr: 1.000e-02, eta: 2 days, 8:33:52, time: 1.181, data_time: 0.042, memory: 7080, top1_acc: 0.5023, top5_acc: 0.7648, loss_cls: 2.0138, loss: 2.0138, grad_norm: 5.3057 2021-06-16 11:01:55,965 - mmaction - INFO - Epoch [7][2600/3757] lr: 1.000e-02, eta: 2 days, 8:33:06, time: 1.092, data_time: 0.005, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7617, loss_cls: 1.9505, loss: 1.9505, grad_norm: 5.1918 2021-06-16 11:02:18,888 - mmaction - INFO - Epoch [7][2620/3757] lr: 1.000e-02, eta: 2 days, 8:32:28, time: 1.147, data_time: 0.003, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7617, loss_cls: 2.0391, loss: 2.0391, grad_norm: 5.3822 2021-06-16 11:02:41,915 - mmaction - INFO - Epoch [7][2640/3757] lr: 1.000e-02, eta: 2 days, 8:31:50, time: 1.150, data_time: 0.003, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7633, loss_cls: 2.0817, loss: 2.0817, grad_norm: 5.3801 2021-06-16 11:03:05,490 - mmaction - INFO - Epoch [7][2660/3757] lr: 1.000e-02, eta: 2 days, 8:31:16, time: 1.181, data_time: 0.008, memory: 7080, top1_acc: 0.5109, top5_acc: 0.7734, loss_cls: 2.0192, loss: 2.0192, grad_norm: 5.3958 2021-06-16 11:03:27,957 - mmaction - INFO - Epoch [7][2680/3757] lr: 1.000e-02, eta: 2 days, 8:30:34, time: 1.123, data_time: 0.042, memory: 7080, top1_acc: 0.5258, top5_acc: 0.7664, loss_cls: 2.0287, loss: 2.0287, grad_norm: 5.1802 2021-06-16 11:03:49,674 - mmaction - INFO - Epoch [7][2700/3757] lr: 1.000e-02, eta: 2 days, 8:29:48, time: 1.085, data_time: 0.152, memory: 7080, top1_acc: 0.5484, top5_acc: 0.7875, loss_cls: 1.8965, loss: 1.8965, grad_norm: 5.2550 2021-06-16 11:04:13,115 - mmaction - INFO - Epoch [7][2720/3757] lr: 1.000e-02, eta: 2 days, 8:29:13, time: 1.173, data_time: 0.102, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7648, loss_cls: 2.0129, loss: 2.0129, grad_norm: 5.3265 2021-06-16 11:04:35,893 - mmaction - INFO - Epoch [7][2740/3757] lr: 1.000e-02, eta: 2 days, 8:28:33, time: 1.138, data_time: 0.002, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7797, loss_cls: 1.9384, loss: 1.9384, grad_norm: 5.2897 2021-06-16 11:04:57,791 - mmaction - INFO - Epoch [7][2760/3757] lr: 1.000e-02, eta: 2 days, 8:27:48, time: 1.095, data_time: 0.002, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7930, loss_cls: 1.9056, loss: 1.9056, grad_norm: 5.3527 2021-06-16 11:05:21,174 - mmaction - INFO - Epoch [7][2780/3757] lr: 1.000e-02, eta: 2 days, 8:27:13, time: 1.169, data_time: 0.001, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7781, loss_cls: 2.0006, loss: 2.0006, grad_norm: 5.2822 2021-06-16 11:05:42,318 - mmaction - INFO - Epoch [7][2800/3757] lr: 1.000e-02, eta: 2 days, 8:26:23, time: 1.056, data_time: 0.003, memory: 7080, top1_acc: 0.5273, top5_acc: 0.7750, loss_cls: 1.9606, loss: 1.9606, grad_norm: 5.3097 2021-06-16 11:06:06,053 - mmaction - INFO - Epoch [7][2820/3757] lr: 1.000e-02, eta: 2 days, 8:25:50, time: 1.187, data_time: 0.002, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7633, loss_cls: 1.9998, loss: 1.9998, grad_norm: 5.3298 2021-06-16 11:06:28,297 - mmaction - INFO - Epoch [7][2840/3757] lr: 1.000e-02, eta: 2 days, 8:25:07, time: 1.113, data_time: 0.001, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7805, loss_cls: 1.9244, loss: 1.9244, grad_norm: 5.2066 2021-06-16 11:06:50,130 - mmaction - INFO - Epoch [7][2860/3757] lr: 1.000e-02, eta: 2 days, 8:24:22, time: 1.090, data_time: 0.002, memory: 7080, top1_acc: 0.5148, top5_acc: 0.7656, loss_cls: 2.0147, loss: 2.0147, grad_norm: 5.4203 2021-06-16 11:07:13,680 - mmaction - INFO - Epoch [7][2880/3757] lr: 1.000e-02, eta: 2 days, 8:23:47, time: 1.176, data_time: 0.002, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7734, loss_cls: 1.9869, loss: 1.9869, grad_norm: 5.2261 2021-06-16 11:07:36,235 - mmaction - INFO - Epoch [7][2900/3757] lr: 1.000e-02, eta: 2 days, 8:23:07, time: 1.129, data_time: 0.004, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7555, loss_cls: 2.0954, loss: 2.0954, grad_norm: 5.2626 2021-06-16 11:07:58,919 - mmaction - INFO - Epoch [7][2920/3757] lr: 1.000e-02, eta: 2 days, 8:22:27, time: 1.134, data_time: 0.003, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7617, loss_cls: 1.9996, loss: 1.9996, grad_norm: 5.3582 2021-06-16 11:08:22,142 - mmaction - INFO - Epoch [7][2940/3757] lr: 1.000e-02, eta: 2 days, 8:21:51, time: 1.162, data_time: 0.003, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9828, loss: 1.9828, grad_norm: 5.4176 2021-06-16 11:08:44,068 - mmaction - INFO - Epoch [7][2960/3757] lr: 1.000e-02, eta: 2 days, 8:21:06, time: 1.096, data_time: 0.001, memory: 7080, top1_acc: 0.5086, top5_acc: 0.7695, loss_cls: 2.0477, loss: 2.0477, grad_norm: 5.4111 2021-06-16 11:09:07,175 - mmaction - INFO - Epoch [7][2980/3757] lr: 1.000e-02, eta: 2 days, 8:20:30, time: 1.156, data_time: 0.002, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7773, loss_cls: 2.0108, loss: 2.0108, grad_norm: 5.4085 2021-06-16 11:09:30,110 - mmaction - INFO - Epoch [7][3000/3757] lr: 1.000e-02, eta: 2 days, 8:19:51, time: 1.140, data_time: 0.001, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7781, loss_cls: 1.9573, loss: 1.9573, grad_norm: 5.1853 2021-06-16 11:09:52,358 - mmaction - INFO - Epoch [7][3020/3757] lr: 1.000e-02, eta: 2 days, 8:19:09, time: 1.119, data_time: 0.008, memory: 7080, top1_acc: 0.5148, top5_acc: 0.7953, loss_cls: 1.9413, loss: 1.9413, grad_norm: 5.3176 2021-06-16 11:10:14,247 - mmaction - INFO - Epoch [7][3040/3757] lr: 1.000e-02, eta: 2 days, 8:18:24, time: 1.094, data_time: 0.001, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7969, loss_cls: 1.8590, loss: 1.8590, grad_norm: 5.0440 2021-06-16 11:10:38,516 - mmaction - INFO - Epoch [7][3060/3757] lr: 1.000e-02, eta: 2 days, 8:17:55, time: 1.214, data_time: 0.004, memory: 7080, top1_acc: 0.5031, top5_acc: 0.7539, loss_cls: 2.0921, loss: 2.0921, grad_norm: 5.3115 2021-06-16 11:11:00,894 - mmaction - INFO - Epoch [7][3080/3757] lr: 1.000e-02, eta: 2 days, 8:17:13, time: 1.119, data_time: 0.001, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7898, loss_cls: 1.9196, loss: 1.9196, grad_norm: 5.0812 2021-06-16 11:11:23,382 - mmaction - INFO - Epoch [7][3100/3757] lr: 1.000e-02, eta: 2 days, 8:16:32, time: 1.123, data_time: 0.004, memory: 7080, top1_acc: 0.5148, top5_acc: 0.7633, loss_cls: 2.0561, loss: 2.0561, grad_norm: 5.4174 2021-06-16 11:11:47,838 - mmaction - INFO - Epoch [7][3120/3757] lr: 1.000e-02, eta: 2 days, 8:16:04, time: 1.225, data_time: 0.004, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7867, loss_cls: 1.9562, loss: 1.9562, grad_norm: 5.2105 2021-06-16 11:12:09,483 - mmaction - INFO - Epoch [7][3140/3757] lr: 1.000e-02, eta: 2 days, 8:15:18, time: 1.079, data_time: 0.003, memory: 7080, top1_acc: 0.5773, top5_acc: 0.7977, loss_cls: 1.8355, loss: 1.8355, grad_norm: 5.2844 2021-06-16 11:12:32,807 - mmaction - INFO - Epoch [7][3160/3757] lr: 1.000e-02, eta: 2 days, 8:14:43, time: 1.170, data_time: 0.005, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7844, loss_cls: 1.9293, loss: 1.9293, grad_norm: 5.2928 2021-06-16 11:12:55,953 - mmaction - INFO - Epoch [7][3180/3757] lr: 1.000e-02, eta: 2 days, 8:14:06, time: 1.156, data_time: 0.002, memory: 7080, top1_acc: 0.5258, top5_acc: 0.7797, loss_cls: 1.9708, loss: 1.9708, grad_norm: 5.3973 2021-06-16 11:13:19,714 - mmaction - INFO - Epoch [7][3200/3757] lr: 1.000e-02, eta: 2 days, 8:13:34, time: 1.188, data_time: 0.002, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7734, loss_cls: 1.9480, loss: 1.9480, grad_norm: 5.2579 2021-06-16 11:13:42,622 - mmaction - INFO - Epoch [7][3220/3757] lr: 1.000e-02, eta: 2 days, 8:12:56, time: 1.146, data_time: 0.003, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7617, loss_cls: 2.0272, loss: 2.0272, grad_norm: 5.2716 2021-06-16 11:14:03,933 - mmaction - INFO - Epoch [7][3240/3757] lr: 1.000e-02, eta: 2 days, 8:12:08, time: 1.066, data_time: 0.002, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7656, loss_cls: 1.9937, loss: 1.9937, grad_norm: 5.2680 2021-06-16 11:14:27,061 - mmaction - INFO - Epoch [7][3260/3757] lr: 1.000e-02, eta: 2 days, 8:11:31, time: 1.157, data_time: 0.004, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7688, loss_cls: 1.9697, loss: 1.9697, grad_norm: 5.3200 2021-06-16 11:14:49,758 - mmaction - INFO - Epoch [7][3280/3757] lr: 1.000e-02, eta: 2 days, 8:10:52, time: 1.134, data_time: 0.001, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7742, loss_cls: 1.9400, loss: 1.9400, grad_norm: 5.3068 2021-06-16 11:15:13,796 - mmaction - INFO - Epoch [7][3300/3757] lr: 1.000e-02, eta: 2 days, 8:10:21, time: 1.203, data_time: 0.004, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7773, loss_cls: 1.9259, loss: 1.9259, grad_norm: 5.3320 2021-06-16 11:15:35,687 - mmaction - INFO - Epoch [7][3320/3757] lr: 1.000e-02, eta: 2 days, 8:09:37, time: 1.094, data_time: 0.002, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.9905, loss: 1.9905, grad_norm: 5.3496 2021-06-16 11:15:58,251 - mmaction - INFO - Epoch [7][3340/3757] lr: 1.000e-02, eta: 2 days, 8:08:57, time: 1.126, data_time: 0.002, memory: 7080, top1_acc: 0.5461, top5_acc: 0.8055, loss_cls: 1.9196, loss: 1.9196, grad_norm: 5.2474 2021-06-16 11:16:21,159 - mmaction - INFO - Epoch [7][3360/3757] lr: 1.000e-02, eta: 2 days, 8:08:19, time: 1.148, data_time: 0.004, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7719, loss_cls: 1.9851, loss: 1.9851, grad_norm: 5.2323 2021-06-16 11:16:43,389 - mmaction - INFO - Epoch [7][3380/3757] lr: 1.000e-02, eta: 2 days, 8:07:37, time: 1.110, data_time: 0.002, memory: 7080, top1_acc: 0.5133, top5_acc: 0.7617, loss_cls: 2.0111, loss: 2.0111, grad_norm: 5.4974 2021-06-16 11:17:04,898 - mmaction - INFO - Epoch [7][3400/3757] lr: 1.000e-02, eta: 2 days, 8:06:51, time: 1.074, data_time: 0.003, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7852, loss_cls: 1.9106, loss: 1.9106, grad_norm: 5.3467 2021-06-16 11:17:28,438 - mmaction - INFO - Epoch [7][3420/3757] lr: 1.000e-02, eta: 2 days, 8:06:17, time: 1.177, data_time: 0.005, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7922, loss_cls: 1.9590, loss: 1.9590, grad_norm: 5.3708 2021-06-16 11:17:50,734 - mmaction - INFO - Epoch [7][3440/3757] lr: 1.000e-02, eta: 2 days, 8:05:36, time: 1.117, data_time: 0.007, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7680, loss_cls: 1.9591, loss: 1.9591, grad_norm: 5.3518 2021-06-16 11:18:14,501 - mmaction - INFO - Epoch [7][3460/3757] lr: 1.000e-02, eta: 2 days, 8:05:03, time: 1.188, data_time: 0.002, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 1.9979, loss: 1.9979, grad_norm: 5.2529 2021-06-16 11:18:36,489 - mmaction - INFO - Epoch [7][3480/3757] lr: 1.000e-02, eta: 2 days, 8:04:20, time: 1.099, data_time: 0.002, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7727, loss_cls: 1.9595, loss: 1.9595, grad_norm: 5.1421 2021-06-16 11:19:00,370 - mmaction - INFO - Epoch [7][3500/3757] lr: 1.000e-02, eta: 2 days, 8:03:48, time: 1.194, data_time: 0.003, memory: 7080, top1_acc: 0.5062, top5_acc: 0.7523, loss_cls: 2.0621, loss: 2.0621, grad_norm: 5.3855 2021-06-16 11:19:22,068 - mmaction - INFO - Epoch [7][3520/3757] lr: 1.000e-02, eta: 2 days, 8:03:03, time: 1.085, data_time: 0.002, memory: 7080, top1_acc: 0.5273, top5_acc: 0.7703, loss_cls: 1.9534, loss: 1.9534, grad_norm: 5.1696 2021-06-16 11:19:45,512 - mmaction - INFO - Epoch [7][3540/3757] lr: 1.000e-02, eta: 2 days, 8:02:29, time: 1.173, data_time: 0.002, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7633, loss_cls: 2.0122, loss: 2.0122, grad_norm: 5.3543 2021-06-16 11:20:06,764 - mmaction - INFO - Epoch [7][3560/3757] lr: 1.000e-02, eta: 2 days, 8:01:41, time: 1.062, data_time: 0.002, memory: 7080, top1_acc: 0.5297, top5_acc: 0.7812, loss_cls: 1.9547, loss: 1.9547, grad_norm: 5.3557 2021-06-16 11:20:30,235 - mmaction - INFO - Epoch [7][3580/3757] lr: 1.000e-02, eta: 2 days, 8:01:07, time: 1.174, data_time: 0.003, memory: 7080, top1_acc: 0.5297, top5_acc: 0.7695, loss_cls: 1.9800, loss: 1.9800, grad_norm: 5.1312 2021-06-16 11:20:53,638 - mmaction - INFO - Epoch [7][3600/3757] lr: 1.000e-02, eta: 2 days, 8:00:33, time: 1.169, data_time: 0.002, memory: 7080, top1_acc: 0.5109, top5_acc: 0.7547, loss_cls: 2.0515, loss: 2.0515, grad_norm: 5.3637 2021-06-16 11:21:16,040 - mmaction - INFO - Epoch [7][3620/3757] lr: 1.000e-02, eta: 2 days, 7:59:52, time: 1.121, data_time: 0.004, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7836, loss_cls: 1.9073, loss: 1.9073, grad_norm: 5.1887 2021-06-16 11:21:38,533 - mmaction - INFO - Epoch [7][3640/3757] lr: 1.000e-02, eta: 2 days, 7:59:12, time: 1.125, data_time: 0.002, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7852, loss_cls: 1.9517, loss: 1.9517, grad_norm: 5.3554 2021-06-16 11:22:02,103 - mmaction - INFO - Epoch [7][3660/3757] lr: 1.000e-02, eta: 2 days, 7:58:39, time: 1.178, data_time: 0.002, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7852, loss_cls: 1.9370, loss: 1.9370, grad_norm: 5.3105 2021-06-16 11:22:24,051 - mmaction - INFO - Epoch [7][3680/3757] lr: 1.000e-02, eta: 2 days, 7:57:55, time: 1.097, data_time: 0.001, memory: 7080, top1_acc: 0.5102, top5_acc: 0.7711, loss_cls: 2.0258, loss: 2.0258, grad_norm: 5.2389 2021-06-16 11:22:46,014 - mmaction - INFO - Epoch [7][3700/3757] lr: 1.000e-02, eta: 2 days, 7:57:12, time: 1.098, data_time: 0.127, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7789, loss_cls: 2.0022, loss: 2.0022, grad_norm: 5.2786 2021-06-16 11:23:08,086 - mmaction - INFO - Epoch [7][3720/3757] lr: 1.000e-02, eta: 2 days, 7:56:30, time: 1.104, data_time: 0.068, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7891, loss_cls: 1.9299, loss: 1.9299, grad_norm: 5.3011 2021-06-16 11:23:30,945 - mmaction - INFO - Epoch [7][3740/3757] lr: 1.000e-02, eta: 2 days, 7:55:52, time: 1.143, data_time: 0.074, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7852, loss_cls: 1.9774, loss: 1.9774, grad_norm: 5.4327 2021-06-16 11:23:53,055 - mmaction - INFO - Saving checkpoint at 7 epochs 2021-06-16 11:31:32,473 - mmaction - INFO - Epoch [8][20/3757] lr: 1.000e-02, eta: 2 days, 8:37:16, time: 22.919, data_time: 22.198, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7766, loss_cls: 1.9568, loss: 1.9568, grad_norm: 5.1446 2021-06-16 11:31:57,401 - mmaction - INFO - Epoch [8][40/3757] lr: 1.000e-02, eta: 2 days, 8:36:50, time: 1.253, data_time: 0.425, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7781, loss_cls: 1.9405, loss: 1.9405, grad_norm: 5.2378 2021-06-16 11:32:18,945 - mmaction - INFO - Epoch [8][60/3757] lr: 1.000e-02, eta: 2 days, 8:36:02, time: 1.076, data_time: 0.001, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7734, loss_cls: 1.9458, loss: 1.9458, grad_norm: 5.1601 2021-06-16 11:32:40,643 - mmaction - INFO - Epoch [8][80/3757] lr: 1.000e-02, eta: 2 days, 8:35:15, time: 1.086, data_time: 0.038, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7977, loss_cls: 1.9073, loss: 1.9073, grad_norm: 5.1355 2021-06-16 11:33:03,394 - mmaction - INFO - Epoch [8][100/3757] lr: 1.000e-02, eta: 2 days, 8:34:35, time: 1.138, data_time: 0.076, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7852, loss_cls: 1.9404, loss: 1.9404, grad_norm: 5.3996 2021-06-16 11:33:25,128 - mmaction - INFO - Epoch [8][120/3757] lr: 1.000e-02, eta: 2 days, 8:33:48, time: 1.087, data_time: 0.126, memory: 7080, top1_acc: 0.5719, top5_acc: 0.7922, loss_cls: 1.8670, loss: 1.8670, grad_norm: 5.0441 2021-06-16 11:33:48,272 - mmaction - INFO - Epoch [8][140/3757] lr: 1.000e-02, eta: 2 days, 8:33:10, time: 1.155, data_time: 0.168, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7977, loss_cls: 1.8126, loss: 1.8126, grad_norm: 5.2599 2021-06-16 11:34:11,426 - mmaction - INFO - Epoch [8][160/3757] lr: 1.000e-02, eta: 2 days, 8:32:32, time: 1.160, data_time: 0.264, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7773, loss_cls: 1.9418, loss: 1.9418, grad_norm: 5.1041 2021-06-16 11:34:33,305 - mmaction - INFO - Epoch [8][180/3757] lr: 1.000e-02, eta: 2 days, 8:31:47, time: 1.093, data_time: 0.223, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7617, loss_cls: 2.0361, loss: 2.0361, grad_norm: 5.2942 2021-06-16 11:34:56,613 - mmaction - INFO - Epoch [8][200/3757] lr: 1.000e-02, eta: 2 days, 8:31:10, time: 1.166, data_time: 0.148, memory: 7080, top1_acc: 0.5109, top5_acc: 0.7672, loss_cls: 2.0636, loss: 2.0636, grad_norm: 5.2978 2021-06-16 11:35:20,907 - mmaction - INFO - Epoch [8][220/3757] lr: 1.000e-02, eta: 2 days, 8:30:39, time: 1.215, data_time: 0.113, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7727, loss_cls: 1.9644, loss: 1.9644, grad_norm: 5.3443 2021-06-16 11:35:42,768 - mmaction - INFO - Epoch [8][240/3757] lr: 1.000e-02, eta: 2 days, 8:29:53, time: 1.093, data_time: 0.003, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7992, loss_cls: 1.8231, loss: 1.8231, grad_norm: 5.2409 2021-06-16 11:36:06,505 - mmaction - INFO - Epoch [8][260/3757] lr: 1.000e-02, eta: 2 days, 8:29:19, time: 1.187, data_time: 0.002, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7922, loss_cls: 1.8754, loss: 1.8754, grad_norm: 5.2656 2021-06-16 11:36:28,398 - mmaction - INFO - Epoch [8][280/3757] lr: 1.000e-02, eta: 2 days, 8:28:34, time: 1.094, data_time: 0.002, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7758, loss_cls: 1.9571, loss: 1.9571, grad_norm: 5.2092 2021-06-16 11:36:52,518 - mmaction - INFO - Epoch [8][300/3757] lr: 1.000e-02, eta: 2 days, 8:28:02, time: 1.207, data_time: 0.003, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7648, loss_cls: 2.0118, loss: 2.0118, grad_norm: 5.4369 2021-06-16 11:37:15,774 - mmaction - INFO - Epoch [8][320/3757] lr: 1.000e-02, eta: 2 days, 8:27:24, time: 1.161, data_time: 0.002, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7648, loss_cls: 1.9820, loss: 1.9820, grad_norm: 5.3330 2021-06-16 11:37:39,409 - mmaction - INFO - Epoch [8][340/3757] lr: 1.000e-02, eta: 2 days, 8:26:50, time: 1.184, data_time: 0.003, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 2.0121, loss: 2.0121, grad_norm: 5.4398 2021-06-16 11:38:02,211 - mmaction - INFO - Epoch [8][360/3757] lr: 1.000e-02, eta: 2 days, 8:26:10, time: 1.140, data_time: 0.006, memory: 7080, top1_acc: 0.5852, top5_acc: 0.7945, loss_cls: 1.7837, loss: 1.7837, grad_norm: 4.9691 2021-06-16 11:38:24,506 - mmaction - INFO - Epoch [8][380/3757] lr: 1.000e-02, eta: 2 days, 8:25:27, time: 1.113, data_time: 0.005, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7836, loss_cls: 1.9106, loss: 1.9106, grad_norm: 5.4844 2021-06-16 11:38:47,092 - mmaction - INFO - Epoch [8][400/3757] lr: 1.000e-02, eta: 2 days, 8:24:46, time: 1.131, data_time: 0.240, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7953, loss_cls: 1.8557, loss: 1.8557, grad_norm: 5.3119 2021-06-16 11:39:09,300 - mmaction - INFO - Epoch [8][420/3757] lr: 1.000e-02, eta: 2 days, 8:24:03, time: 1.111, data_time: 0.187, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8094, loss_cls: 1.8119, loss: 1.8119, grad_norm: 5.2752 2021-06-16 11:39:32,630 - mmaction - INFO - Epoch [8][440/3757] lr: 1.000e-02, eta: 2 days, 8:23:27, time: 1.166, data_time: 0.134, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7820, loss_cls: 1.9227, loss: 1.9227, grad_norm: 5.4136 2021-06-16 11:39:54,263 - mmaction - INFO - Epoch [8][460/3757] lr: 1.000e-02, eta: 2 days, 8:22:40, time: 1.081, data_time: 0.246, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7766, loss_cls: 2.0041, loss: 2.0041, grad_norm: 5.3952 2021-06-16 11:40:17,518 - mmaction - INFO - Epoch [8][480/3757] lr: 1.000e-02, eta: 2 days, 8:22:03, time: 1.162, data_time: 0.274, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7758, loss_cls: 1.9012, loss: 1.9012, grad_norm: 5.1921 2021-06-16 11:40:39,699 - mmaction - INFO - Epoch [8][500/3757] lr: 1.000e-02, eta: 2 days, 8:21:20, time: 1.110, data_time: 0.055, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7719, loss_cls: 1.9763, loss: 1.9763, grad_norm: 5.3389 2021-06-16 11:41:03,111 - mmaction - INFO - Epoch [8][520/3757] lr: 1.000e-02, eta: 2 days, 8:20:44, time: 1.170, data_time: 0.038, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7680, loss_cls: 1.9467, loss: 1.9467, grad_norm: 5.2421 2021-06-16 11:41:25,328 - mmaction - INFO - Epoch [8][540/3757] lr: 1.000e-02, eta: 2 days, 8:20:01, time: 1.110, data_time: 0.021, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7969, loss_cls: 1.8901, loss: 1.8901, grad_norm: 5.3498 2021-06-16 11:41:48,758 - mmaction - INFO - Epoch [8][560/3757] lr: 1.000e-02, eta: 2 days, 8:19:25, time: 1.173, data_time: 0.188, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7969, loss_cls: 1.8707, loss: 1.8707, grad_norm: 5.4047 2021-06-16 11:42:11,518 - mmaction - INFO - Epoch [8][580/3757] lr: 1.000e-02, eta: 2 days, 8:18:45, time: 1.137, data_time: 0.035, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7781, loss_cls: 1.9775, loss: 1.9775, grad_norm: 5.5194 2021-06-16 11:42:35,145 - mmaction - INFO - Epoch [8][600/3757] lr: 1.000e-02, eta: 2 days, 8:18:11, time: 1.182, data_time: 0.035, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7602, loss_cls: 2.0641, loss: 2.0641, grad_norm: 5.4426 2021-06-16 11:42:58,065 - mmaction - INFO - Epoch [8][620/3757] lr: 1.000e-02, eta: 2 days, 8:17:32, time: 1.146, data_time: 0.001, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7664, loss_cls: 2.0156, loss: 2.0156, grad_norm: 5.3983 2021-06-16 11:43:21,145 - mmaction - INFO - Epoch [8][640/3757] lr: 1.000e-02, eta: 2 days, 8:16:54, time: 1.152, data_time: 0.021, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7906, loss_cls: 1.8968, loss: 1.8968, grad_norm: 5.2234 2021-06-16 11:43:43,624 - mmaction - INFO - Epoch [8][660/3757] lr: 1.000e-02, eta: 2 days, 8:16:13, time: 1.125, data_time: 0.021, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7695, loss_cls: 1.9397, loss: 1.9397, grad_norm: 5.2415 2021-06-16 11:44:05,682 - mmaction - INFO - Epoch [8][680/3757] lr: 1.000e-02, eta: 2 days, 8:15:29, time: 1.104, data_time: 0.213, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7617, loss_cls: 1.9609, loss: 1.9609, grad_norm: 5.2084 2021-06-16 11:44:28,174 - mmaction - INFO - Epoch [8][700/3757] lr: 1.000e-02, eta: 2 days, 8:14:48, time: 1.124, data_time: 0.480, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7992, loss_cls: 1.8397, loss: 1.8397, grad_norm: 5.2913 2021-06-16 11:44:51,020 - mmaction - INFO - Epoch [8][720/3757] lr: 1.000e-02, eta: 2 days, 8:14:09, time: 1.141, data_time: 0.186, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7664, loss_cls: 2.0327, loss: 2.0327, grad_norm: 5.3269 2021-06-16 11:45:13,573 - mmaction - INFO - Epoch [8][740/3757] lr: 1.000e-02, eta: 2 days, 8:13:28, time: 1.130, data_time: 0.020, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7836, loss_cls: 1.9456, loss: 1.9456, grad_norm: 5.2403 2021-06-16 11:45:36,694 - mmaction - INFO - Epoch [8][760/3757] lr: 1.000e-02, eta: 2 days, 8:12:51, time: 1.155, data_time: 0.111, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7891, loss_cls: 1.9106, loss: 1.9106, grad_norm: 5.1685 2021-06-16 11:45:58,426 - mmaction - INFO - Epoch [8][780/3757] lr: 1.000e-02, eta: 2 days, 8:12:05, time: 1.087, data_time: 0.001, memory: 7080, top1_acc: 0.5273, top5_acc: 0.7805, loss_cls: 1.9396, loss: 1.9396, grad_norm: 5.4175 2021-06-16 11:46:21,553 - mmaction - INFO - Epoch [8][800/3757] lr: 1.000e-02, eta: 2 days, 8:11:28, time: 1.154, data_time: 0.017, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7945, loss_cls: 1.8897, loss: 1.8897, grad_norm: 5.2332 2021-06-16 11:46:43,450 - mmaction - INFO - Epoch [8][820/3757] lr: 1.000e-02, eta: 2 days, 8:10:43, time: 1.097, data_time: 0.008, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7711, loss_cls: 2.0628, loss: 2.0628, grad_norm: 5.3337 2021-06-16 11:47:06,456 - mmaction - INFO - Epoch [8][840/3757] lr: 1.000e-02, eta: 2 days, 8:10:05, time: 1.150, data_time: 0.003, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7883, loss_cls: 1.8597, loss: 1.8597, grad_norm: 5.1870 2021-06-16 11:47:29,684 - mmaction - INFO - Epoch [8][860/3757] lr: 1.000e-02, eta: 2 days, 8:09:29, time: 1.161, data_time: 0.004, memory: 7080, top1_acc: 0.4961, top5_acc: 0.7641, loss_cls: 2.1104, loss: 2.1104, grad_norm: 5.5259 2021-06-16 11:47:53,433 - mmaction - INFO - Epoch [8][880/3757] lr: 1.000e-02, eta: 2 days, 8:08:55, time: 1.188, data_time: 0.002, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7891, loss_cls: 1.8902, loss: 1.8902, grad_norm: 5.3341 2021-06-16 11:48:16,034 - mmaction - INFO - Epoch [8][900/3757] lr: 1.000e-02, eta: 2 days, 8:08:15, time: 1.129, data_time: 0.101, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7844, loss_cls: 1.9147, loss: 1.9147, grad_norm: 5.2972 2021-06-16 11:48:38,397 - mmaction - INFO - Epoch [8][920/3757] lr: 1.000e-02, eta: 2 days, 8:07:33, time: 1.119, data_time: 0.079, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7945, loss_cls: 1.9021, loss: 1.9021, grad_norm: 5.3462 2021-06-16 11:49:01,724 - mmaction - INFO - Epoch [8][940/3757] lr: 1.000e-02, eta: 2 days, 8:06:57, time: 1.167, data_time: 0.103, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7711, loss_cls: 2.0157, loss: 2.0157, grad_norm: 5.2714 2021-06-16 11:49:24,938 - mmaction - INFO - Epoch [8][960/3757] lr: 1.000e-02, eta: 2 days, 8:06:20, time: 1.151, data_time: 0.126, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7852, loss_cls: 1.9546, loss: 1.9546, grad_norm: 5.2950 2021-06-16 11:49:47,955 - mmaction - INFO - Epoch [8][980/3757] lr: 1.000e-02, eta: 2 days, 8:05:43, time: 1.160, data_time: 0.011, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7789, loss_cls: 1.9323, loss: 1.9323, grad_norm: 5.3370 2021-06-16 11:50:12,115 - mmaction - INFO - Epoch [8][1000/3757] lr: 1.000e-02, eta: 2 days, 8:05:12, time: 1.208, data_time: 0.002, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7914, loss_cls: 1.8821, loss: 1.8821, grad_norm: 5.4072 2021-06-16 11:50:32,711 - mmaction - INFO - Epoch [8][1020/3757] lr: 1.000e-02, eta: 2 days, 8:04:20, time: 1.030, data_time: 0.002, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7758, loss_cls: 1.9403, loss: 1.9403, grad_norm: 5.3657 2021-06-16 11:50:55,840 - mmaction - INFO - Epoch [8][1040/3757] lr: 1.000e-02, eta: 2 days, 8:03:43, time: 1.156, data_time: 0.002, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 1.9773, loss: 1.9773, grad_norm: 5.2929 2021-06-16 11:51:17,647 - mmaction - INFO - Epoch [8][1060/3757] lr: 1.000e-02, eta: 2 days, 8:02:58, time: 1.091, data_time: 0.013, memory: 7080, top1_acc: 0.5641, top5_acc: 0.7836, loss_cls: 1.8588, loss: 1.8588, grad_norm: 5.2227 2021-06-16 11:51:40,213 - mmaction - INFO - Epoch [8][1080/3757] lr: 1.000e-02, eta: 2 days, 8:02:18, time: 1.127, data_time: 0.090, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7773, loss_cls: 1.9252, loss: 1.9252, grad_norm: 5.2949 2021-06-16 11:52:04,149 - mmaction - INFO - Epoch [8][1100/3757] lr: 1.000e-02, eta: 2 days, 8:01:46, time: 1.196, data_time: 0.159, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7906, loss_cls: 1.8911, loss: 1.8911, grad_norm: 5.2968 2021-06-16 11:52:26,181 - mmaction - INFO - Epoch [8][1120/3757] lr: 1.000e-02, eta: 2 days, 8:01:02, time: 1.101, data_time: 0.079, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7781, loss_cls: 1.8828, loss: 1.8828, grad_norm: 5.1576 2021-06-16 11:52:48,069 - mmaction - INFO - Epoch [8][1140/3757] lr: 1.000e-02, eta: 2 days, 8:00:18, time: 1.095, data_time: 0.320, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7547, loss_cls: 2.1271, loss: 2.1271, grad_norm: 5.4544 2021-06-16 11:53:10,273 - mmaction - INFO - Epoch [8][1160/3757] lr: 1.000e-02, eta: 2 days, 7:59:36, time: 1.111, data_time: 0.019, memory: 7080, top1_acc: 0.5258, top5_acc: 0.7766, loss_cls: 1.9586, loss: 1.9586, grad_norm: 5.4863 2021-06-16 11:53:33,325 - mmaction - INFO - Epoch [8][1180/3757] lr: 1.000e-02, eta: 2 days, 7:58:59, time: 1.153, data_time: 0.002, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7820, loss_cls: 1.9728, loss: 1.9728, grad_norm: 5.3913 2021-06-16 11:53:56,291 - mmaction - INFO - Epoch [8][1200/3757] lr: 1.000e-02, eta: 2 days, 7:58:21, time: 1.148, data_time: 0.002, memory: 7080, top1_acc: 0.5086, top5_acc: 0.7648, loss_cls: 2.0182, loss: 2.0182, grad_norm: 5.3982 2021-06-16 11:54:19,147 - mmaction - INFO - Epoch [8][1220/3757] lr: 1.000e-02, eta: 2 days, 7:57:42, time: 1.142, data_time: 0.002, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7719, loss_cls: 1.9569, loss: 1.9569, grad_norm: 5.3176 2021-06-16 11:54:41,596 - mmaction - INFO - Epoch [8][1240/3757] lr: 1.000e-02, eta: 2 days, 7:57:02, time: 1.122, data_time: 0.003, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7914, loss_cls: 1.9158, loss: 1.9158, grad_norm: 5.2256 2021-06-16 11:55:04,961 - mmaction - INFO - Epoch [8][1260/3757] lr: 1.000e-02, eta: 2 days, 7:56:26, time: 1.168, data_time: 0.005, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7789, loss_cls: 1.9588, loss: 1.9588, grad_norm: 5.4102 2021-06-16 11:55:27,987 - mmaction - INFO - Epoch [8][1280/3757] lr: 1.000e-02, eta: 2 days, 7:55:49, time: 1.152, data_time: 0.002, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7703, loss_cls: 1.9456, loss: 1.9456, grad_norm: 5.2782 2021-06-16 11:55:50,931 - mmaction - INFO - Epoch [8][1300/3757] lr: 1.000e-02, eta: 2 days, 7:55:11, time: 1.148, data_time: 0.002, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7789, loss_cls: 1.9271, loss: 1.9271, grad_norm: 5.1817 2021-06-16 11:56:12,611 - mmaction - INFO - Epoch [8][1320/3757] lr: 1.000e-02, eta: 2 days, 7:54:26, time: 1.083, data_time: 0.001, memory: 7080, top1_acc: 0.5297, top5_acc: 0.7602, loss_cls: 2.0568, loss: 2.0568, grad_norm: 5.4018 2021-06-16 11:56:35,905 - mmaction - INFO - Epoch [8][1340/3757] lr: 1.000e-02, eta: 2 days, 7:53:50, time: 1.164, data_time: 0.005, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7578, loss_cls: 2.0525, loss: 2.0525, grad_norm: 5.3061 2021-06-16 11:56:58,381 - mmaction - INFO - Epoch [8][1360/3757] lr: 1.000e-02, eta: 2 days, 7:53:10, time: 1.125, data_time: 0.003, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7555, loss_cls: 2.0179, loss: 2.0179, grad_norm: 5.2440 2021-06-16 11:57:20,210 - mmaction - INFO - Epoch [8][1380/3757] lr: 1.000e-02, eta: 2 days, 7:52:26, time: 1.092, data_time: 0.004, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7836, loss_cls: 1.9635, loss: 1.9635, grad_norm: 5.1986 2021-06-16 11:57:42,866 - mmaction - INFO - Epoch [8][1400/3757] lr: 1.000e-02, eta: 2 days, 7:51:47, time: 1.132, data_time: 0.011, memory: 7080, top1_acc: 0.5453, top5_acc: 0.8008, loss_cls: 1.8948, loss: 1.8948, grad_norm: 5.1372 2021-06-16 11:58:05,634 - mmaction - INFO - Epoch [8][1420/3757] lr: 1.000e-02, eta: 2 days, 7:51:08, time: 1.137, data_time: 0.007, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7719, loss_cls: 2.0048, loss: 2.0048, grad_norm: 5.5580 2021-06-16 11:58:29,115 - mmaction - INFO - Epoch [8][1440/3757] lr: 1.000e-02, eta: 2 days, 7:50:33, time: 1.175, data_time: 0.032, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7820, loss_cls: 1.9321, loss: 1.9321, grad_norm: 5.2961 2021-06-16 11:58:52,857 - mmaction - INFO - Epoch [8][1460/3757] lr: 1.000e-02, eta: 2 days, 7:50:00, time: 1.186, data_time: 0.311, memory: 7080, top1_acc: 0.5273, top5_acc: 0.7492, loss_cls: 2.0739, loss: 2.0739, grad_norm: 5.3103 2021-06-16 11:59:14,837 - mmaction - INFO - Epoch [8][1480/3757] lr: 1.000e-02, eta: 2 days, 7:49:17, time: 1.100, data_time: 0.081, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7836, loss_cls: 1.9900, loss: 1.9900, grad_norm: 5.4175 2021-06-16 11:59:37,150 - mmaction - INFO - Epoch [8][1500/3757] lr: 1.000e-02, eta: 2 days, 7:48:36, time: 1.116, data_time: 0.069, memory: 7080, top1_acc: 0.5273, top5_acc: 0.7586, loss_cls: 2.0172, loss: 2.0172, grad_norm: 5.2223 2021-06-16 11:59:59,709 - mmaction - INFO - Epoch [8][1520/3757] lr: 1.000e-02, eta: 2 days, 7:47:56, time: 1.128, data_time: 0.327, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7859, loss_cls: 1.9001, loss: 1.9001, grad_norm: 5.2830 2021-06-16 12:00:28,920 - mmaction - INFO - Epoch [8][1540/3757] lr: 1.000e-02, eta: 2 days, 7:47:54, time: 1.454, data_time: 0.034, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7711, loss_cls: 1.9971, loss: 1.9971, grad_norm: 5.3263 2021-06-16 12:00:52,505 - mmaction - INFO - Epoch [8][1560/3757] lr: 1.000e-02, eta: 2 days, 7:47:21, time: 1.187, data_time: 0.093, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7867, loss_cls: 1.8667, loss: 1.8667, grad_norm: 5.2854 2021-06-16 12:01:15,116 - mmaction - INFO - Epoch [8][1580/3757] lr: 1.000e-02, eta: 2 days, 7:46:41, time: 1.130, data_time: 0.002, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7828, loss_cls: 1.8886, loss: 1.8886, grad_norm: 5.5363 2021-06-16 12:01:36,972 - mmaction - INFO - Epoch [8][1600/3757] lr: 1.000e-02, eta: 2 days, 7:45:58, time: 1.093, data_time: 0.001, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7742, loss_cls: 1.9398, loss: 1.9398, grad_norm: 5.4206 2021-06-16 12:01:59,150 - mmaction - INFO - Epoch [8][1620/3757] lr: 1.000e-02, eta: 2 days, 7:45:16, time: 1.109, data_time: 0.002, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7797, loss_cls: 1.9062, loss: 1.9062, grad_norm: 5.1828 2021-06-16 12:02:21,826 - mmaction - INFO - Epoch [8][1640/3757] lr: 1.000e-02, eta: 2 days, 7:44:37, time: 1.134, data_time: 0.003, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7898, loss_cls: 1.9082, loss: 1.9082, grad_norm: 5.2938 2021-06-16 12:02:44,407 - mmaction - INFO - Epoch [8][1660/3757] lr: 1.000e-02, eta: 2 days, 7:43:57, time: 1.128, data_time: 0.032, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7914, loss_cls: 1.9140, loss: 1.9140, grad_norm: 5.3164 2021-06-16 12:03:08,265 - mmaction - INFO - Epoch [8][1680/3757] lr: 1.000e-02, eta: 2 days, 7:43:25, time: 1.193, data_time: 0.022, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7883, loss_cls: 1.9040, loss: 1.9040, grad_norm: 5.3457 2021-06-16 12:03:31,545 - mmaction - INFO - Epoch [8][1700/3757] lr: 1.000e-02, eta: 2 days, 7:42:50, time: 1.164, data_time: 0.079, memory: 7080, top1_acc: 0.5391, top5_acc: 0.8016, loss_cls: 1.8834, loss: 1.8834, grad_norm: 5.2982 2021-06-16 12:03:54,499 - mmaction - INFO - Epoch [8][1720/3757] lr: 1.000e-02, eta: 2 days, 7:42:12, time: 1.147, data_time: 0.269, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7688, loss_cls: 2.0110, loss: 2.0110, grad_norm: 5.4269 2021-06-16 12:04:16,366 - mmaction - INFO - Epoch [8][1740/3757] lr: 1.000e-02, eta: 2 days, 7:41:29, time: 1.092, data_time: 0.062, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7758, loss_cls: 1.9753, loss: 1.9753, grad_norm: 5.2004 2021-06-16 12:04:38,876 - mmaction - INFO - Epoch [8][1760/3757] lr: 1.000e-02, eta: 2 days, 7:40:49, time: 1.123, data_time: 0.023, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7727, loss_cls: 1.9318, loss: 1.9318, grad_norm: 5.2438 2021-06-16 12:05:00,871 - mmaction - INFO - Epoch [8][1780/3757] lr: 1.000e-02, eta: 2 days, 7:40:06, time: 1.104, data_time: 0.085, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 2.0011, loss: 2.0011, grad_norm: 5.3060 2021-06-16 12:05:23,597 - mmaction - INFO - Epoch [8][1800/3757] lr: 1.000e-02, eta: 2 days, 7:39:28, time: 1.136, data_time: 0.002, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7719, loss_cls: 1.9899, loss: 1.9899, grad_norm: 5.3181 2021-06-16 12:05:47,978 - mmaction - INFO - Epoch [8][1820/3757] lr: 1.000e-02, eta: 2 days, 7:38:59, time: 1.219, data_time: 0.113, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7633, loss_cls: 1.9990, loss: 1.9990, grad_norm: 5.4254 2021-06-16 12:06:11,615 - mmaction - INFO - Epoch [8][1840/3757] lr: 1.000e-02, eta: 2 days, 7:38:25, time: 1.181, data_time: 0.023, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7758, loss_cls: 1.9906, loss: 1.9906, grad_norm: 5.4110 2021-06-16 12:06:33,071 - mmaction - INFO - Epoch [8][1860/3757] lr: 1.000e-02, eta: 2 days, 7:37:40, time: 1.073, data_time: 0.002, memory: 7080, top1_acc: 0.5125, top5_acc: 0.7758, loss_cls: 2.0480, loss: 2.0480, grad_norm: 5.5118 2021-06-16 12:06:56,146 - mmaction - INFO - Epoch [8][1880/3757] lr: 1.000e-02, eta: 2 days, 7:37:03, time: 1.149, data_time: 0.005, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7766, loss_cls: 1.9575, loss: 1.9575, grad_norm: 5.2540 2021-06-16 12:07:19,357 - mmaction - INFO - Epoch [8][1900/3757] lr: 1.000e-02, eta: 2 days, 7:36:28, time: 1.164, data_time: 0.006, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7984, loss_cls: 1.8796, loss: 1.8796, grad_norm: 5.2006 2021-06-16 12:07:41,817 - mmaction - INFO - Epoch [8][1920/3757] lr: 1.000e-02, eta: 2 days, 7:35:48, time: 1.123, data_time: 0.003, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.8902, loss: 1.8902, grad_norm: 5.2474 2021-06-16 12:08:04,855 - mmaction - INFO - Epoch [8][1940/3757] lr: 1.000e-02, eta: 2 days, 7:35:11, time: 1.153, data_time: 0.003, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7766, loss_cls: 1.9700, loss: 1.9700, grad_norm: 5.3619 2021-06-16 12:08:27,487 - mmaction - INFO - Epoch [8][1960/3757] lr: 1.000e-02, eta: 2 days, 7:34:32, time: 1.132, data_time: 0.084, memory: 7080, top1_acc: 0.5469, top5_acc: 0.8055, loss_cls: 1.8756, loss: 1.8756, grad_norm: 5.2060 2021-06-16 12:08:51,532 - mmaction - INFO - Epoch [8][1980/3757] lr: 1.000e-02, eta: 2 days, 7:34:02, time: 1.203, data_time: 0.169, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 1.9796, loss: 1.9796, grad_norm: 5.2193 2021-06-16 12:09:15,532 - mmaction - INFO - Epoch [8][2000/3757] lr: 1.000e-02, eta: 2 days, 7:33:30, time: 1.200, data_time: 0.002, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7688, loss_cls: 1.9859, loss: 1.9859, grad_norm: 5.4119 2021-06-16 12:09:37,387 - mmaction - INFO - Epoch [8][2020/3757] lr: 1.000e-02, eta: 2 days, 7:32:47, time: 1.093, data_time: 0.001, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7906, loss_cls: 1.9415, loss: 1.9415, grad_norm: 5.2465 2021-06-16 12:09:59,708 - mmaction - INFO - Epoch [8][2040/3757] lr: 1.000e-02, eta: 2 days, 7:32:07, time: 1.115, data_time: 0.002, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7750, loss_cls: 2.0459, loss: 2.0459, grad_norm: 5.4219 2021-06-16 12:10:22,171 - mmaction - INFO - Epoch [8][2060/3757] lr: 1.000e-02, eta: 2 days, 7:31:27, time: 1.124, data_time: 0.029, memory: 7080, top1_acc: 0.5023, top5_acc: 0.7625, loss_cls: 2.0441, loss: 2.0441, grad_norm: 5.4447 2021-06-16 12:10:45,275 - mmaction - INFO - Epoch [8][2080/3757] lr: 1.000e-02, eta: 2 days, 7:30:51, time: 1.155, data_time: 0.023, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7820, loss_cls: 1.9494, loss: 1.9494, grad_norm: 5.2216 2021-06-16 12:11:07,926 - mmaction - INFO - Epoch [8][2100/3757] lr: 1.000e-02, eta: 2 days, 7:30:12, time: 1.132, data_time: 0.026, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7703, loss_cls: 1.9761, loss: 1.9761, grad_norm: 5.2431 2021-06-16 12:11:31,250 - mmaction - INFO - Epoch [8][2120/3757] lr: 1.000e-02, eta: 2 days, 7:29:37, time: 1.167, data_time: 0.149, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7930, loss_cls: 1.8788, loss: 1.8788, grad_norm: 5.2083 2021-06-16 12:11:53,393 - mmaction - INFO - Epoch [8][2140/3757] lr: 1.000e-02, eta: 2 days, 7:28:56, time: 1.105, data_time: 0.031, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7984, loss_cls: 1.8545, loss: 1.8545, grad_norm: 5.1747 2021-06-16 12:12:17,438 - mmaction - INFO - Epoch [8][2160/3757] lr: 1.000e-02, eta: 2 days, 7:28:25, time: 1.204, data_time: 0.003, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9895, loss: 1.9895, grad_norm: 5.3498 2021-06-16 12:12:39,952 - mmaction - INFO - Epoch [8][2180/3757] lr: 1.000e-02, eta: 2 days, 7:27:46, time: 1.126, data_time: 0.002, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7875, loss_cls: 1.9368, loss: 1.9368, grad_norm: 5.1383 2021-06-16 12:13:03,145 - mmaction - INFO - Epoch [8][2200/3757] lr: 1.000e-02, eta: 2 days, 7:27:10, time: 1.159, data_time: 0.007, memory: 7080, top1_acc: 0.5297, top5_acc: 0.7727, loss_cls: 1.9843, loss: 1.9843, grad_norm: 5.3215 2021-06-16 12:13:24,510 - mmaction - INFO - Epoch [8][2220/3757] lr: 1.000e-02, eta: 2 days, 7:26:25, time: 1.069, data_time: 0.003, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7805, loss_cls: 1.9069, loss: 1.9069, grad_norm: 5.2509 2021-06-16 12:13:47,427 - mmaction - INFO - Epoch [8][2240/3757] lr: 1.000e-02, eta: 2 days, 7:25:48, time: 1.146, data_time: 0.157, memory: 7080, top1_acc: 0.5297, top5_acc: 0.7727, loss_cls: 1.9977, loss: 1.9977, grad_norm: 5.3086 2021-06-16 12:14:11,127 - mmaction - INFO - Epoch [8][2260/3757] lr: 1.000e-02, eta: 2 days, 7:25:15, time: 1.183, data_time: 0.059, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7820, loss_cls: 2.0045, loss: 2.0045, grad_norm: 5.5221 2021-06-16 12:14:31,718 - mmaction - INFO - Epoch [8][2280/3757] lr: 1.000e-02, eta: 2 days, 7:24:25, time: 1.025, data_time: 0.003, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7922, loss_cls: 1.8521, loss: 1.8521, grad_norm: 5.0610 2021-06-16 12:14:55,057 - mmaction - INFO - Epoch [8][2300/3757] lr: 1.000e-02, eta: 2 days, 7:23:51, time: 1.173, data_time: 0.126, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7953, loss_cls: 1.8456, loss: 1.8456, grad_norm: 5.2923 2021-06-16 12:15:18,677 - mmaction - INFO - Epoch [8][2320/3757] lr: 1.000e-02, eta: 2 days, 7:23:18, time: 1.181, data_time: 0.076, memory: 7080, top1_acc: 0.5258, top5_acc: 0.7766, loss_cls: 1.9412, loss: 1.9412, grad_norm: 5.5266 2021-06-16 12:15:41,227 - mmaction - INFO - Epoch [8][2340/3757] lr: 1.000e-02, eta: 2 days, 7:22:39, time: 1.128, data_time: 0.047, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7898, loss_cls: 1.8749, loss: 1.8749, grad_norm: 5.2982 2021-06-16 12:16:04,746 - mmaction - INFO - Epoch [8][2360/3757] lr: 1.000e-02, eta: 2 days, 7:22:05, time: 1.177, data_time: 0.003, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7617, loss_cls: 1.9669, loss: 1.9669, grad_norm: 5.4731 2021-06-16 12:16:27,916 - mmaction - INFO - Epoch [8][2380/3757] lr: 1.000e-02, eta: 2 days, 7:21:30, time: 1.157, data_time: 0.007, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7586, loss_cls: 1.9869, loss: 1.9869, grad_norm: 5.4294 2021-06-16 12:16:50,227 - mmaction - INFO - Epoch [8][2400/3757] lr: 1.000e-02, eta: 2 days, 7:20:50, time: 1.116, data_time: 0.002, memory: 7080, top1_acc: 0.5078, top5_acc: 0.7648, loss_cls: 2.0284, loss: 2.0284, grad_norm: 5.3233 2021-06-16 12:17:12,765 - mmaction - INFO - Epoch [8][2420/3757] lr: 1.000e-02, eta: 2 days, 7:20:10, time: 1.123, data_time: 0.247, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7750, loss_cls: 1.9597, loss: 1.9597, grad_norm: 5.2743 2021-06-16 12:17:36,040 - mmaction - INFO - Epoch [8][2440/3757] lr: 1.000e-02, eta: 2 days, 7:19:36, time: 1.167, data_time: 0.063, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7781, loss_cls: 1.9247, loss: 1.9247, grad_norm: 5.5395 2021-06-16 12:17:59,225 - mmaction - INFO - Epoch [8][2460/3757] lr: 1.000e-02, eta: 2 days, 7:19:00, time: 1.150, data_time: 0.001, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7836, loss_cls: 1.8926, loss: 1.8926, grad_norm: 5.3258 2021-06-16 12:18:21,695 - mmaction - INFO - Epoch [8][2480/3757] lr: 1.000e-02, eta: 2 days, 7:18:21, time: 1.129, data_time: 0.010, memory: 7080, top1_acc: 0.5227, top5_acc: 0.7789, loss_cls: 1.9554, loss: 1.9554, grad_norm: 5.2769 2021-06-16 12:18:44,548 - mmaction - INFO - Epoch [8][2500/3757] lr: 1.000e-02, eta: 2 days, 7:17:45, time: 1.146, data_time: 0.006, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7719, loss_cls: 2.0223, loss: 2.0223, grad_norm: 5.2800 2021-06-16 12:19:06,774 - mmaction - INFO - Epoch [8][2520/3757] lr: 1.000e-02, eta: 2 days, 7:17:04, time: 1.110, data_time: 0.001, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7586, loss_cls: 1.9816, loss: 1.9816, grad_norm: 5.2954 2021-06-16 12:19:28,335 - mmaction - INFO - Epoch [8][2540/3757] lr: 1.000e-02, eta: 2 days, 7:16:20, time: 1.078, data_time: 0.011, memory: 7080, top1_acc: 0.5008, top5_acc: 0.7805, loss_cls: 2.0276, loss: 2.0276, grad_norm: 5.2957 2021-06-16 12:19:51,831 - mmaction - INFO - Epoch [8][2560/3757] lr: 1.000e-02, eta: 2 days, 7:15:46, time: 1.175, data_time: 0.062, memory: 7080, top1_acc: 0.5227, top5_acc: 0.7688, loss_cls: 1.9966, loss: 1.9966, grad_norm: 5.2895 2021-06-16 12:20:15,833 - mmaction - INFO - Epoch [8][2580/3757] lr: 1.000e-02, eta: 2 days, 7:15:16, time: 1.201, data_time: 0.008, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7750, loss_cls: 1.9956, loss: 1.9956, grad_norm: 5.2864 2021-06-16 12:20:38,407 - mmaction - INFO - Epoch [8][2600/3757] lr: 1.000e-02, eta: 2 days, 7:14:37, time: 1.127, data_time: 0.002, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7859, loss_cls: 1.9238, loss: 1.9238, grad_norm: 5.3279 2021-06-16 12:21:01,977 - mmaction - INFO - Epoch [8][2620/3757] lr: 1.000e-02, eta: 2 days, 7:14:04, time: 1.177, data_time: 0.003, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7883, loss_cls: 1.9185, loss: 1.9185, grad_norm: 5.3097 2021-06-16 12:21:22,293 - mmaction - INFO - Epoch [8][2640/3757] lr: 1.000e-02, eta: 2 days, 7:13:13, time: 1.019, data_time: 0.020, memory: 7080, top1_acc: 0.5102, top5_acc: 0.7836, loss_cls: 1.9556, loss: 1.9556, grad_norm: 5.4465 2021-06-16 12:21:45,557 - mmaction - INFO - Epoch [8][2660/3757] lr: 1.000e-02, eta: 2 days, 7:12:39, time: 1.164, data_time: 0.190, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7648, loss_cls: 1.9827, loss: 1.9827, grad_norm: 5.3505 2021-06-16 12:22:08,215 - mmaction - INFO - Epoch [8][2680/3757] lr: 1.000e-02, eta: 2 days, 7:12:01, time: 1.133, data_time: 0.184, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7781, loss_cls: 1.9641, loss: 1.9641, grad_norm: 5.2829 2021-06-16 12:22:31,572 - mmaction - INFO - Epoch [8][2700/3757] lr: 1.000e-02, eta: 2 days, 7:11:27, time: 1.168, data_time: 0.238, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7906, loss_cls: 1.9305, loss: 1.9305, grad_norm: 5.4040 2021-06-16 12:22:53,609 - mmaction - INFO - Epoch [8][2720/3757] lr: 1.000e-02, eta: 2 days, 7:10:45, time: 1.102, data_time: 0.104, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7734, loss_cls: 1.9682, loss: 1.9682, grad_norm: 5.2891 2021-06-16 12:23:16,109 - mmaction - INFO - Epoch [8][2740/3757] lr: 1.000e-02, eta: 2 days, 7:10:06, time: 1.125, data_time: 0.145, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7688, loss_cls: 1.9686, loss: 1.9686, grad_norm: 5.1221 2021-06-16 12:23:40,375 - mmaction - INFO - Epoch [8][2760/3757] lr: 1.000e-02, eta: 2 days, 7:09:37, time: 1.214, data_time: 0.011, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7672, loss_cls: 2.0073, loss: 2.0073, grad_norm: 5.3783 2021-06-16 12:24:01,755 - mmaction - INFO - Epoch [8][2780/3757] lr: 1.000e-02, eta: 2 days, 7:08:53, time: 1.069, data_time: 0.040, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7836, loss_cls: 1.8961, loss: 1.8961, grad_norm: 5.2106 2021-06-16 12:24:25,129 - mmaction - INFO - Epoch [8][2800/3757] lr: 1.000e-02, eta: 2 days, 7:08:19, time: 1.169, data_time: 0.150, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7570, loss_cls: 2.0522, loss: 2.0522, grad_norm: 5.3238 2021-06-16 12:24:47,785 - mmaction - INFO - Epoch [8][2820/3757] lr: 1.000e-02, eta: 2 days, 7:07:41, time: 1.133, data_time: 0.050, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7727, loss_cls: 1.9524, loss: 1.9524, grad_norm: 5.2035 2021-06-16 12:25:10,819 - mmaction - INFO - Epoch [8][2840/3757] lr: 1.000e-02, eta: 2 days, 7:07:05, time: 1.150, data_time: 0.135, memory: 7080, top1_acc: 0.5078, top5_acc: 0.7711, loss_cls: 2.0349, loss: 2.0349, grad_norm: 5.3698 2021-06-16 12:25:33,728 - mmaction - INFO - Epoch [8][2860/3757] lr: 1.000e-02, eta: 2 days, 7:06:29, time: 1.147, data_time: 0.026, memory: 7080, top1_acc: 0.5172, top5_acc: 0.7695, loss_cls: 2.0316, loss: 2.0316, grad_norm: 5.5046 2021-06-16 12:25:56,439 - mmaction - INFO - Epoch [8][2880/3757] lr: 1.000e-02, eta: 2 days, 7:05:51, time: 1.136, data_time: 0.002, memory: 7080, top1_acc: 0.5148, top5_acc: 0.7680, loss_cls: 2.0125, loss: 2.0125, grad_norm: 5.2034 2021-06-16 12:26:19,329 - mmaction - INFO - Epoch [8][2900/3757] lr: 1.000e-02, eta: 2 days, 7:05:15, time: 1.144, data_time: 0.001, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7812, loss_cls: 1.9013, loss: 1.9013, grad_norm: 5.0881 2021-06-16 12:26:42,906 - mmaction - INFO - Epoch [8][2920/3757] lr: 1.000e-02, eta: 2 days, 7:04:42, time: 1.178, data_time: 0.001, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7703, loss_cls: 1.9162, loss: 1.9162, grad_norm: 4.9976 2021-06-16 12:27:05,918 - mmaction - INFO - Epoch [8][2940/3757] lr: 1.000e-02, eta: 2 days, 7:04:06, time: 1.151, data_time: 0.002, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7836, loss_cls: 1.9648, loss: 1.9648, grad_norm: 5.4376 2021-06-16 12:27:28,165 - mmaction - INFO - Epoch [8][2960/3757] lr: 1.000e-02, eta: 2 days, 7:03:26, time: 1.113, data_time: 0.045, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7805, loss_cls: 1.9314, loss: 1.9314, grad_norm: 5.3417 2021-06-16 12:27:50,580 - mmaction - INFO - Epoch [8][2980/3757] lr: 1.000e-02, eta: 2 days, 7:02:47, time: 1.121, data_time: 0.001, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7836, loss_cls: 1.9295, loss: 1.9295, grad_norm: 5.1702 2021-06-16 12:28:12,671 - mmaction - INFO - Epoch [8][3000/3757] lr: 1.000e-02, eta: 2 days, 7:02:07, time: 1.105, data_time: 0.001, memory: 7080, top1_acc: 0.5094, top5_acc: 0.7555, loss_cls: 2.0871, loss: 2.0871, grad_norm: 5.3963 2021-06-16 12:28:36,303 - mmaction - INFO - Epoch [8][3020/3757] lr: 1.000e-02, eta: 2 days, 7:01:34, time: 1.181, data_time: 0.002, memory: 7080, top1_acc: 0.5102, top5_acc: 0.7617, loss_cls: 2.0355, loss: 2.0355, grad_norm: 5.2642 2021-06-16 12:28:58,582 - mmaction - INFO - Epoch [8][3040/3757] lr: 1.000e-02, eta: 2 days, 7:00:55, time: 1.114, data_time: 0.001, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7961, loss_cls: 1.8486, loss: 1.8486, grad_norm: 5.1713 2021-06-16 12:29:21,143 - mmaction - INFO - Epoch [8][3060/3757] lr: 1.000e-02, eta: 2 days, 7:00:16, time: 1.127, data_time: 0.001, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7734, loss_cls: 2.0098, loss: 2.0098, grad_norm: 5.3053 2021-06-16 12:29:44,307 - mmaction - INFO - Epoch [8][3080/3757] lr: 1.000e-02, eta: 2 days, 6:59:42, time: 1.159, data_time: 0.002, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7891, loss_cls: 1.9179, loss: 1.9179, grad_norm: 5.1934 2021-06-16 12:30:07,600 - mmaction - INFO - Epoch [8][3100/3757] lr: 1.000e-02, eta: 2 days, 6:59:07, time: 1.164, data_time: 0.003, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7562, loss_cls: 2.0403, loss: 2.0403, grad_norm: 5.3709 2021-06-16 12:30:31,376 - mmaction - INFO - Epoch [8][3120/3757] lr: 1.000e-02, eta: 2 days, 6:58:36, time: 1.190, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8164, loss_cls: 1.8327, loss: 1.8327, grad_norm: 5.1762 2021-06-16 12:30:52,914 - mmaction - INFO - Epoch [8][3140/3757] lr: 1.000e-02, eta: 2 days, 6:57:52, time: 1.075, data_time: 0.001, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7922, loss_cls: 1.9298, loss: 1.9298, grad_norm: 5.3017 2021-06-16 12:31:15,370 - mmaction - INFO - Epoch [8][3160/3757] lr: 1.000e-02, eta: 2 days, 6:57:14, time: 1.123, data_time: 0.189, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7594, loss_cls: 1.9723, loss: 1.9723, grad_norm: 5.0995 2021-06-16 12:31:37,475 - mmaction - INFO - Epoch [8][3180/3757] lr: 1.000e-02, eta: 2 days, 6:56:34, time: 1.106, data_time: 0.238, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7867, loss_cls: 1.9362, loss: 1.9362, grad_norm: 5.2968 2021-06-16 12:32:00,950 - mmaction - INFO - Epoch [8][3200/3757] lr: 1.000e-02, eta: 2 days, 6:56:00, time: 1.174, data_time: 0.030, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7742, loss_cls: 1.9830, loss: 1.9830, grad_norm: 5.1921 2021-06-16 12:32:24,287 - mmaction - INFO - Epoch [8][3220/3757] lr: 1.000e-02, eta: 2 days, 6:55:27, time: 1.165, data_time: 0.116, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9822, loss: 1.9822, grad_norm: 5.2123 2021-06-16 12:32:47,494 - mmaction - INFO - Epoch [8][3240/3757] lr: 1.000e-02, eta: 2 days, 6:54:52, time: 1.158, data_time: 0.127, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7797, loss_cls: 1.9260, loss: 1.9260, grad_norm: 5.1191 2021-06-16 12:33:10,487 - mmaction - INFO - Epoch [8][3260/3757] lr: 1.000e-02, eta: 2 days, 6:54:15, time: 1.140, data_time: 0.072, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7711, loss_cls: 1.8990, loss: 1.8990, grad_norm: 5.2842 2021-06-16 12:33:33,771 - mmaction - INFO - Epoch [8][3280/3757] lr: 1.000e-02, eta: 2 days, 6:53:43, time: 1.178, data_time: 0.196, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7695, loss_cls: 2.0002, loss: 2.0002, grad_norm: 5.1053 2021-06-16 12:33:56,146 - mmaction - INFO - Epoch [8][3300/3757] lr: 1.000e-02, eta: 2 days, 6:53:04, time: 1.119, data_time: 0.031, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.8891, loss: 1.8891, grad_norm: 5.3138 2021-06-16 12:34:18,771 - mmaction - INFO - Epoch [8][3320/3757] lr: 1.000e-02, eta: 2 days, 6:52:26, time: 1.127, data_time: 0.001, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7773, loss_cls: 1.9184, loss: 1.9184, grad_norm: 5.2453 2021-06-16 12:34:41,967 - mmaction - INFO - Epoch [8][3340/3757] lr: 1.000e-02, eta: 2 days, 6:51:52, time: 1.163, data_time: 0.005, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7930, loss_cls: 1.8682, loss: 1.8682, grad_norm: 5.0860 2021-06-16 12:35:04,300 - mmaction - INFO - Epoch [8][3360/3757] lr: 1.000e-02, eta: 2 days, 6:51:13, time: 1.117, data_time: 0.023, memory: 7080, top1_acc: 0.5273, top5_acc: 0.8023, loss_cls: 1.9207, loss: 1.9207, grad_norm: 5.3410 2021-06-16 12:35:28,372 - mmaction - INFO - Epoch [8][3380/3757] lr: 1.000e-02, eta: 2 days, 6:50:43, time: 1.200, data_time: 0.002, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7773, loss_cls: 1.9310, loss: 1.9310, grad_norm: 5.2523 2021-06-16 12:35:50,302 - mmaction - INFO - Epoch [8][3400/3757] lr: 1.000e-02, eta: 2 days, 6:50:02, time: 1.100, data_time: 0.011, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7648, loss_cls: 2.0190, loss: 2.0190, grad_norm: 5.2762 2021-06-16 12:36:13,824 - mmaction - INFO - Epoch [8][3420/3757] lr: 1.000e-02, eta: 2 days, 6:49:29, time: 1.176, data_time: 0.320, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7641, loss_cls: 2.0144, loss: 2.0144, grad_norm: 5.3719 2021-06-16 12:36:35,619 - mmaction - INFO - Epoch [8][3440/3757] lr: 1.000e-02, eta: 2 days, 6:48:47, time: 1.090, data_time: 0.161, memory: 7080, top1_acc: 0.5570, top5_acc: 0.8039, loss_cls: 1.8564, loss: 1.8564, grad_norm: 5.1687 2021-06-16 12:36:57,503 - mmaction - INFO - Epoch [8][3460/3757] lr: 1.000e-02, eta: 2 days, 6:48:06, time: 1.094, data_time: 0.207, memory: 7080, top1_acc: 0.5539, top5_acc: 0.8031, loss_cls: 1.8210, loss: 1.8210, grad_norm: 5.1865 2021-06-16 12:37:21,905 - mmaction - INFO - Epoch [8][3480/3757] lr: 1.000e-02, eta: 2 days, 6:47:38, time: 1.220, data_time: 0.194, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7836, loss_cls: 1.9500, loss: 1.9500, grad_norm: 5.3931 2021-06-16 12:37:44,197 - mmaction - INFO - Epoch [8][3500/3757] lr: 1.000e-02, eta: 2 days, 6:46:59, time: 1.113, data_time: 0.031, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7594, loss_cls: 2.0601, loss: 2.0601, grad_norm: 5.5193 2021-06-16 12:38:06,887 - mmaction - INFO - Epoch [8][3520/3757] lr: 1.000e-02, eta: 2 days, 6:46:22, time: 1.134, data_time: 0.017, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7711, loss_cls: 1.9689, loss: 1.9689, grad_norm: 5.1896 2021-06-16 12:38:30,762 - mmaction - INFO - Epoch [8][3540/3757] lr: 1.000e-02, eta: 2 days, 6:45:51, time: 1.195, data_time: 0.040, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7742, loss_cls: 1.9474, loss: 1.9474, grad_norm: 5.1618 2021-06-16 12:38:52,162 - mmaction - INFO - Epoch [8][3560/3757] lr: 1.000e-02, eta: 2 days, 6:45:08, time: 1.070, data_time: 0.145, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7875, loss_cls: 1.8955, loss: 1.8955, grad_norm: 5.2802 2021-06-16 12:39:16,025 - mmaction - INFO - Epoch [8][3580/3757] lr: 1.000e-02, eta: 2 days, 6:44:37, time: 1.192, data_time: 0.044, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7859, loss_cls: 1.8995, loss: 1.8995, grad_norm: 5.3214 2021-06-16 12:39:39,018 - mmaction - INFO - Epoch [8][3600/3757] lr: 1.000e-02, eta: 2 days, 6:44:02, time: 1.151, data_time: 0.004, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7789, loss_cls: 1.9812, loss: 1.9812, grad_norm: 5.0164 2021-06-16 12:40:01,137 - mmaction - INFO - Epoch [8][3620/3757] lr: 1.000e-02, eta: 2 days, 6:43:22, time: 1.106, data_time: 0.001, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7844, loss_cls: 1.9590, loss: 1.9590, grad_norm: 5.2627 2021-06-16 12:40:21,512 - mmaction - INFO - Epoch [8][3640/3757] lr: 1.000e-02, eta: 2 days, 6:42:33, time: 1.018, data_time: 0.001, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7930, loss_cls: 1.9551, loss: 1.9551, grad_norm: 5.2915 2021-06-16 12:40:44,275 - mmaction - INFO - Epoch [8][3660/3757] lr: 1.000e-02, eta: 2 days, 6:41:56, time: 1.139, data_time: 0.003, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7883, loss_cls: 1.9263, loss: 1.9263, grad_norm: 5.2713 2021-06-16 12:41:07,258 - mmaction - INFO - Epoch [8][3680/3757] lr: 1.000e-02, eta: 2 days, 6:41:21, time: 1.149, data_time: 0.003, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7836, loss_cls: 1.8883, loss: 1.8883, grad_norm: 5.1409 2021-06-16 12:41:29,940 - mmaction - INFO - Epoch [8][3700/3757] lr: 1.000e-02, eta: 2 days, 6:40:44, time: 1.134, data_time: 0.003, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7844, loss_cls: 1.9513, loss: 1.9513, grad_norm: 5.4650 2021-06-16 12:41:54,139 - mmaction - INFO - Epoch [8][3720/3757] lr: 1.000e-02, eta: 2 days, 6:40:15, time: 1.210, data_time: 0.005, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7828, loss_cls: 1.9116, loss: 1.9116, grad_norm: 5.3895 2021-06-16 12:42:17,307 - mmaction - INFO - Epoch [8][3740/3757] lr: 1.000e-02, eta: 2 days, 6:39:41, time: 1.159, data_time: 0.152, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7766, loss_cls: 1.9067, loss: 1.9067, grad_norm: 5.3452 2021-06-16 12:42:39,469 - mmaction - INFO - Saving checkpoint at 8 epochs 2021-06-16 12:49:56,645 - mmaction - INFO - Epoch [9][20/3757] lr: 1.000e-02, eta: 2 days, 7:13:01, time: 21.812, data_time: 20.968, memory: 7080, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.8504, loss: 1.8504, grad_norm: 5.3010 2021-06-16 12:50:19,454 - mmaction - INFO - Epoch [9][40/3757] lr: 1.000e-02, eta: 2 days, 7:12:24, time: 1.140, data_time: 0.114, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7969, loss_cls: 1.8171, loss: 1.8171, grad_norm: 5.1986 2021-06-16 12:50:41,134 - mmaction - INFO - Epoch [9][60/3757] lr: 1.000e-02, eta: 2 days, 7:11:40, time: 1.086, data_time: 0.092, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7906, loss_cls: 1.8535, loss: 1.8535, grad_norm: 5.2325 2021-06-16 12:51:04,804 - mmaction - INFO - Epoch [9][80/3757] lr: 1.000e-02, eta: 2 days, 7:11:07, time: 1.183, data_time: 0.117, memory: 7080, top1_acc: 0.5742, top5_acc: 0.7906, loss_cls: 1.8401, loss: 1.8401, grad_norm: 5.3637 2021-06-16 12:51:27,030 - mmaction - INFO - Epoch [9][100/3757] lr: 1.000e-02, eta: 2 days, 7:10:26, time: 1.111, data_time: 0.002, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7758, loss_cls: 1.9209, loss: 1.9209, grad_norm: 5.1655 2021-06-16 12:51:50,095 - mmaction - INFO - Epoch [9][120/3757] lr: 1.000e-02, eta: 2 days, 7:09:50, time: 1.150, data_time: 0.054, memory: 7080, top1_acc: 0.5430, top5_acc: 0.8016, loss_cls: 1.8533, loss: 1.8533, grad_norm: 5.3157 2021-06-16 12:52:11,960 - mmaction - INFO - Epoch [9][140/3757] lr: 1.000e-02, eta: 2 days, 7:09:07, time: 1.096, data_time: 0.022, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7930, loss_cls: 1.8295, loss: 1.8295, grad_norm: 5.1585 2021-06-16 12:52:35,176 - mmaction - INFO - Epoch [9][160/3757] lr: 1.000e-02, eta: 2 days, 7:08:32, time: 1.160, data_time: 0.045, memory: 7080, top1_acc: 0.5227, top5_acc: 0.7742, loss_cls: 1.9453, loss: 1.9453, grad_norm: 5.2858 2021-06-16 12:52:58,627 - mmaction - INFO - Epoch [9][180/3757] lr: 1.000e-02, eta: 2 days, 7:07:58, time: 1.174, data_time: 0.003, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7945, loss_cls: 1.9053, loss: 1.9053, grad_norm: 5.3175 2021-06-16 12:53:21,406 - mmaction - INFO - Epoch [9][200/3757] lr: 1.000e-02, eta: 2 days, 7:07:20, time: 1.138, data_time: 0.001, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7984, loss_cls: 1.8330, loss: 1.8330, grad_norm: 5.3426 2021-06-16 12:53:44,120 - mmaction - INFO - Epoch [9][220/3757] lr: 1.000e-02, eta: 2 days, 7:06:41, time: 1.128, data_time: 0.002, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7906, loss_cls: 1.8434, loss: 1.8434, grad_norm: 5.0949 2021-06-16 12:54:05,636 - mmaction - INFO - Epoch [9][240/3757] lr: 1.000e-02, eta: 2 days, 7:05:58, time: 1.084, data_time: 0.010, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7859, loss_cls: 1.8925, loss: 1.8925, grad_norm: 5.1989 2021-06-16 12:54:28,100 - mmaction - INFO - Epoch [9][260/3757] lr: 1.000e-02, eta: 2 days, 7:05:18, time: 1.121, data_time: 0.001, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.8567, loss: 1.8567, grad_norm: 5.0846 2021-06-16 12:54:50,658 - mmaction - INFO - Epoch [9][280/3757] lr: 1.000e-02, eta: 2 days, 7:04:40, time: 1.130, data_time: 0.004, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7984, loss_cls: 1.8841, loss: 1.8841, grad_norm: 5.1211 2021-06-16 12:55:13,207 - mmaction - INFO - Epoch [9][300/3757] lr: 1.000e-02, eta: 2 days, 7:04:01, time: 1.128, data_time: 0.001, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8055, loss_cls: 1.7892, loss: 1.7892, grad_norm: 5.2573 2021-06-16 12:55:36,894 - mmaction - INFO - Epoch [9][320/3757] lr: 1.000e-02, eta: 2 days, 7:03:28, time: 1.184, data_time: 0.002, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7922, loss_cls: 1.9119, loss: 1.9119, grad_norm: 5.3923 2021-06-16 12:55:58,400 - mmaction - INFO - Epoch [9][340/3757] lr: 1.000e-02, eta: 2 days, 7:02:44, time: 1.076, data_time: 0.221, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7844, loss_cls: 1.8415, loss: 1.8415, grad_norm: 5.2812 2021-06-16 12:56:22,952 - mmaction - INFO - Epoch [9][360/3757] lr: 1.000e-02, eta: 2 days, 7:02:15, time: 1.227, data_time: 0.168, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7859, loss_cls: 1.9310, loss: 1.9310, grad_norm: 5.2654 2021-06-16 12:56:44,481 - mmaction - INFO - Epoch [9][380/3757] lr: 1.000e-02, eta: 2 days, 7:01:31, time: 1.076, data_time: 0.002, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7758, loss_cls: 1.9437, loss: 1.9437, grad_norm: 5.2972 2021-06-16 12:57:07,041 - mmaction - INFO - Epoch [9][400/3757] lr: 1.000e-02, eta: 2 days, 7:00:52, time: 1.126, data_time: 0.002, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7758, loss_cls: 1.8723, loss: 1.8723, grad_norm: 5.2900 2021-06-16 12:57:30,316 - mmaction - INFO - Epoch [9][420/3757] lr: 1.000e-02, eta: 2 days, 7:00:17, time: 1.160, data_time: 0.009, memory: 7080, top1_acc: 0.5461, top5_acc: 0.8102, loss_cls: 1.8520, loss: 1.8520, grad_norm: 5.3946 2021-06-16 12:57:52,702 - mmaction - INFO - Epoch [9][440/3757] lr: 1.000e-02, eta: 2 days, 6:59:38, time: 1.125, data_time: 0.135, memory: 7080, top1_acc: 0.5320, top5_acc: 0.8008, loss_cls: 1.8731, loss: 1.8731, grad_norm: 5.3457 2021-06-16 12:58:15,286 - mmaction - INFO - Epoch [9][460/3757] lr: 1.000e-02, eta: 2 days, 6:59:00, time: 1.130, data_time: 0.291, memory: 7080, top1_acc: 0.5500, top5_acc: 0.8039, loss_cls: 1.8792, loss: 1.8792, grad_norm: 5.2872 2021-06-16 12:58:37,049 - mmaction - INFO - Epoch [9][480/3757] lr: 1.000e-02, eta: 2 days, 6:58:17, time: 1.088, data_time: 0.109, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7898, loss_cls: 1.8573, loss: 1.8573, grad_norm: 5.4861 2021-06-16 12:58:59,015 - mmaction - INFO - Epoch [9][500/3757] lr: 1.000e-02, eta: 2 days, 6:57:36, time: 1.099, data_time: 0.239, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7758, loss_cls: 1.9537, loss: 1.9537, grad_norm: 5.5202 2021-06-16 12:59:22,873 - mmaction - INFO - Epoch [9][520/3757] lr: 1.000e-02, eta: 2 days, 6:57:04, time: 1.192, data_time: 0.191, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7648, loss_cls: 2.0102, loss: 2.0102, grad_norm: 5.3108 2021-06-16 12:59:46,072 - mmaction - INFO - Epoch [9][540/3757] lr: 1.000e-02, eta: 2 days, 6:56:28, time: 1.160, data_time: 0.049, memory: 7080, top1_acc: 0.5453, top5_acc: 0.8031, loss_cls: 1.8434, loss: 1.8434, grad_norm: 5.2596 2021-06-16 13:00:09,315 - mmaction - INFO - Epoch [9][560/3757] lr: 1.000e-02, eta: 2 days, 6:55:53, time: 1.163, data_time: 0.114, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7797, loss_cls: 1.9430, loss: 1.9430, grad_norm: 5.4208 2021-06-16 13:00:31,703 - mmaction - INFO - Epoch [9][580/3757] lr: 1.000e-02, eta: 2 days, 6:55:14, time: 1.119, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8117, loss_cls: 1.8207, loss: 1.8207, grad_norm: 5.1920 2021-06-16 13:00:53,854 - mmaction - INFO - Epoch [9][600/3757] lr: 1.000e-02, eta: 2 days, 6:54:33, time: 1.106, data_time: 0.116, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7937, loss_cls: 1.8715, loss: 1.8715, grad_norm: 5.3486 2021-06-16 13:01:16,569 - mmaction - INFO - Epoch [9][620/3757] lr: 1.000e-02, eta: 2 days, 6:53:56, time: 1.137, data_time: 0.087, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7906, loss_cls: 1.8661, loss: 1.8661, grad_norm: 5.2194 2021-06-16 13:01:38,879 - mmaction - INFO - Epoch [9][640/3757] lr: 1.000e-02, eta: 2 days, 6:53:16, time: 1.113, data_time: 0.226, memory: 7080, top1_acc: 0.5148, top5_acc: 0.7867, loss_cls: 1.9097, loss: 1.9097, grad_norm: 5.4984 2021-06-16 13:02:01,952 - mmaction - INFO - Epoch [9][660/3757] lr: 1.000e-02, eta: 2 days, 6:52:40, time: 1.156, data_time: 0.044, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7719, loss_cls: 2.0201, loss: 2.0201, grad_norm: 5.4019 2021-06-16 13:02:25,552 - mmaction - INFO - Epoch [9][680/3757] lr: 1.000e-02, eta: 2 days, 6:52:07, time: 1.180, data_time: 0.002, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7797, loss_cls: 1.9591, loss: 1.9591, grad_norm: 5.2820 2021-06-16 13:02:48,321 - mmaction - INFO - Epoch [9][700/3757] lr: 1.000e-02, eta: 2 days, 6:51:30, time: 1.138, data_time: 0.001, memory: 7080, top1_acc: 0.5273, top5_acc: 0.7766, loss_cls: 1.9402, loss: 1.9402, grad_norm: 5.2948 2021-06-16 13:03:10,533 - mmaction - INFO - Epoch [9][720/3757] lr: 1.000e-02, eta: 2 days, 6:50:50, time: 1.110, data_time: 0.002, memory: 7080, top1_acc: 0.5422, top5_acc: 0.8047, loss_cls: 1.8805, loss: 1.8805, grad_norm: 5.2391 2021-06-16 13:03:32,596 - mmaction - INFO - Epoch [9][740/3757] lr: 1.000e-02, eta: 2 days, 6:50:09, time: 1.103, data_time: 0.001, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7812, loss_cls: 1.9224, loss: 1.9224, grad_norm: 5.5118 2021-06-16 13:03:55,019 - mmaction - INFO - Epoch [9][760/3757] lr: 1.000e-02, eta: 2 days, 6:49:30, time: 1.121, data_time: 0.004, memory: 7080, top1_acc: 0.5242, top5_acc: 0.7820, loss_cls: 1.9467, loss: 1.9467, grad_norm: 5.3100 2021-06-16 13:04:17,048 - mmaction - INFO - Epoch [9][780/3757] lr: 1.000e-02, eta: 2 days, 6:48:49, time: 1.102, data_time: 0.173, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7992, loss_cls: 1.8519, loss: 1.8519, grad_norm: 5.2144 2021-06-16 13:04:39,686 - mmaction - INFO - Epoch [9][800/3757] lr: 1.000e-02, eta: 2 days, 6:48:11, time: 1.132, data_time: 0.317, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7828, loss_cls: 1.9046, loss: 1.9046, grad_norm: 5.1688 2021-06-16 13:05:02,483 - mmaction - INFO - Epoch [9][820/3757] lr: 1.000e-02, eta: 2 days, 6:47:34, time: 1.140, data_time: 0.134, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7609, loss_cls: 1.9850, loss: 1.9850, grad_norm: 5.1752 2021-06-16 13:05:25,029 - mmaction - INFO - Epoch [9][840/3757] lr: 1.000e-02, eta: 2 days, 6:46:56, time: 1.128, data_time: 0.331, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7914, loss_cls: 1.8193, loss: 1.8193, grad_norm: 5.2578 2021-06-16 13:05:47,939 - mmaction - INFO - Epoch [9][860/3757] lr: 1.000e-02, eta: 2 days, 6:46:20, time: 1.145, data_time: 0.161, memory: 7080, top1_acc: 0.5297, top5_acc: 0.7805, loss_cls: 1.9657, loss: 1.9657, grad_norm: 5.4598 2021-06-16 13:06:10,726 - mmaction - INFO - Epoch [9][880/3757] lr: 1.000e-02, eta: 2 days, 6:45:42, time: 1.135, data_time: 0.003, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7984, loss_cls: 1.9081, loss: 1.9081, grad_norm: 5.3293 2021-06-16 13:06:32,124 - mmaction - INFO - Epoch [9][900/3757] lr: 1.000e-02, eta: 2 days, 6:44:59, time: 1.074, data_time: 0.005, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7898, loss_cls: 1.8391, loss: 1.8391, grad_norm: 5.1841 2021-06-16 13:06:55,314 - mmaction - INFO - Epoch [9][920/3757] lr: 1.000e-02, eta: 2 days, 6:44:24, time: 1.160, data_time: 0.002, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7922, loss_cls: 1.8859, loss: 1.8859, grad_norm: 5.3753 2021-06-16 13:07:17,308 - mmaction - INFO - Epoch [9][940/3757] lr: 1.000e-02, eta: 2 days, 6:43:43, time: 1.100, data_time: 0.068, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7812, loss_cls: 1.9096, loss: 1.9096, grad_norm: 5.2212 2021-06-16 13:07:40,051 - mmaction - INFO - Epoch [9][960/3757] lr: 1.000e-02, eta: 2 days, 6:43:06, time: 1.137, data_time: 0.161, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8000, loss_cls: 1.7931, loss: 1.7931, grad_norm: 5.1478 2021-06-16 13:08:02,165 - mmaction - INFO - Epoch [9][980/3757] lr: 1.000e-02, eta: 2 days, 6:42:25, time: 1.105, data_time: 0.047, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7898, loss_cls: 1.8883, loss: 1.8883, grad_norm: 5.3367 2021-06-16 13:08:26,048 - mmaction - INFO - Epoch [9][1000/3757] lr: 1.000e-02, eta: 2 days, 6:41:54, time: 1.194, data_time: 0.024, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7797, loss_cls: 1.9353, loss: 1.9353, grad_norm: 5.2639 2021-06-16 13:08:48,559 - mmaction - INFO - Epoch [9][1020/3757] lr: 1.000e-02, eta: 2 days, 6:41:16, time: 1.125, data_time: 0.002, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7727, loss_cls: 1.9185, loss: 1.9185, grad_norm: 5.2746 2021-06-16 13:09:10,211 - mmaction - INFO - Epoch [9][1040/3757] lr: 1.000e-02, eta: 2 days, 6:40:33, time: 1.083, data_time: 0.002, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7961, loss_cls: 1.8493, loss: 1.8493, grad_norm: 5.1943 2021-06-16 13:09:32,427 - mmaction - INFO - Epoch [9][1060/3757] lr: 1.000e-02, eta: 2 days, 6:39:53, time: 1.106, data_time: 0.002, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7961, loss_cls: 1.8621, loss: 1.8621, grad_norm: 5.2568 2021-06-16 13:09:55,442 - mmaction - INFO - Epoch [9][1080/3757] lr: 1.000e-02, eta: 2 days, 6:39:18, time: 1.156, data_time: 0.018, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7766, loss_cls: 1.9014, loss: 1.9014, grad_norm: 5.2352 2021-06-16 13:10:18,316 - mmaction - INFO - Epoch [9][1100/3757] lr: 1.000e-02, eta: 2 days, 6:38:41, time: 1.143, data_time: 0.155, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.8906, loss: 1.8906, grad_norm: 5.2302 2021-06-16 13:10:40,590 - mmaction - INFO - Epoch [9][1120/3757] lr: 1.000e-02, eta: 2 days, 6:38:02, time: 1.114, data_time: 0.063, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7945, loss_cls: 1.8810, loss: 1.8810, grad_norm: 5.2288 2021-06-16 13:11:03,391 - mmaction - INFO - Epoch [9][1140/3757] lr: 1.000e-02, eta: 2 days, 6:37:25, time: 1.139, data_time: 0.079, memory: 7080, top1_acc: 0.5492, top5_acc: 0.8102, loss_cls: 1.7833, loss: 1.7833, grad_norm: 5.2489 2021-06-16 13:11:27,003 - mmaction - INFO - Epoch [9][1160/3757] lr: 1.000e-02, eta: 2 days, 6:36:53, time: 1.180, data_time: 0.079, memory: 7080, top1_acc: 0.5664, top5_acc: 0.7953, loss_cls: 1.8469, loss: 1.8469, grad_norm: 5.2644 2021-06-16 13:11:48,776 - mmaction - INFO - Epoch [9][1180/3757] lr: 1.000e-02, eta: 2 days, 6:36:11, time: 1.087, data_time: 0.197, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7914, loss_cls: 1.9052, loss: 1.9052, grad_norm: 5.4294 2021-06-16 13:12:12,439 - mmaction - INFO - Epoch [9][1200/3757] lr: 1.000e-02, eta: 2 days, 6:35:39, time: 1.185, data_time: 0.240, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7914, loss_cls: 1.8954, loss: 1.8954, grad_norm: 5.4204 2021-06-16 13:12:35,595 - mmaction - INFO - Epoch [9][1220/3757] lr: 1.000e-02, eta: 2 days, 6:35:04, time: 1.156, data_time: 0.332, memory: 7080, top1_acc: 0.5211, top5_acc: 0.7867, loss_cls: 1.9883, loss: 1.9883, grad_norm: 5.5440 2021-06-16 13:12:59,258 - mmaction - INFO - Epoch [9][1240/3757] lr: 1.000e-02, eta: 2 days, 6:34:31, time: 1.185, data_time: 0.175, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7695, loss_cls: 1.9838, loss: 1.9838, grad_norm: 5.4584 2021-06-16 13:13:21,410 - mmaction - INFO - Epoch [9][1260/3757] lr: 1.000e-02, eta: 2 days, 6:33:52, time: 1.108, data_time: 0.001, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7937, loss_cls: 1.8405, loss: 1.8405, grad_norm: 5.2190 2021-06-16 13:13:44,885 - mmaction - INFO - Epoch [9][1280/3757] lr: 1.000e-02, eta: 2 days, 6:33:18, time: 1.173, data_time: 0.061, memory: 7080, top1_acc: 0.5164, top5_acc: 0.7859, loss_cls: 1.9663, loss: 1.9663, grad_norm: 5.5730 2021-06-16 13:14:06,720 - mmaction - INFO - Epoch [9][1300/3757] lr: 1.000e-02, eta: 2 days, 6:32:37, time: 1.092, data_time: 0.107, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7664, loss_cls: 1.9568, loss: 1.9568, grad_norm: 5.4087 2021-06-16 13:14:30,925 - mmaction - INFO - Epoch [9][1320/3757] lr: 1.000e-02, eta: 2 days, 6:32:07, time: 1.209, data_time: 0.013, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7977, loss_cls: 1.8760, loss: 1.8760, grad_norm: 5.2687 2021-06-16 13:14:52,315 - mmaction - INFO - Epoch [9][1340/3757] lr: 1.000e-02, eta: 2 days, 6:31:24, time: 1.070, data_time: 0.010, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8047, loss_cls: 1.7936, loss: 1.7936, grad_norm: 5.1675 2021-06-16 13:15:14,436 - mmaction - INFO - Epoch [9][1360/3757] lr: 1.000e-02, eta: 2 days, 6:30:44, time: 1.106, data_time: 0.015, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7828, loss_cls: 1.9318, loss: 1.9318, grad_norm: 5.3870 2021-06-16 13:15:38,268 - mmaction - INFO - Epoch [9][1380/3757] lr: 1.000e-02, eta: 2 days, 6:30:13, time: 1.192, data_time: 0.069, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7758, loss_cls: 1.9116, loss: 1.9116, grad_norm: 5.1267 2021-06-16 13:16:01,168 - mmaction - INFO - Epoch [9][1400/3757] lr: 1.000e-02, eta: 2 days, 6:29:37, time: 1.145, data_time: 0.006, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7836, loss_cls: 1.9077, loss: 1.9077, grad_norm: 5.2162 2021-06-16 13:16:24,413 - mmaction - INFO - Epoch [9][1420/3757] lr: 1.000e-02, eta: 2 days, 6:29:03, time: 1.162, data_time: 0.001, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7688, loss_cls: 1.9497, loss: 1.9497, grad_norm: 5.3073 2021-06-16 13:16:47,503 - mmaction - INFO - Epoch [9][1440/3757] lr: 1.000e-02, eta: 2 days, 6:28:28, time: 1.154, data_time: 0.001, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7789, loss_cls: 1.9062, loss: 1.9062, grad_norm: 5.2139 2021-06-16 13:17:10,796 - mmaction - INFO - Epoch [9][1460/3757] lr: 1.000e-02, eta: 2 days, 6:27:54, time: 1.165, data_time: 0.002, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7789, loss_cls: 1.8644, loss: 1.8644, grad_norm: 5.2176 2021-06-16 13:17:34,294 - mmaction - INFO - Epoch [9][1480/3757] lr: 1.000e-02, eta: 2 days, 6:27:20, time: 1.171, data_time: 0.002, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 2.0095, loss: 2.0095, grad_norm: 5.3582 2021-06-16 13:17:56,442 - mmaction - INFO - Epoch [9][1500/3757] lr: 1.000e-02, eta: 2 days, 6:26:41, time: 1.110, data_time: 0.005, memory: 7080, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.8317, loss: 1.8317, grad_norm: 5.2134 2021-06-16 13:18:19,153 - mmaction - INFO - Epoch [9][1520/3757] lr: 1.000e-02, eta: 2 days, 6:26:04, time: 1.136, data_time: 0.003, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7633, loss_cls: 2.0087, loss: 2.0087, grad_norm: 5.4218 2021-06-16 13:18:41,046 - mmaction - INFO - Epoch [9][1540/3757] lr: 1.000e-02, eta: 2 days, 6:25:23, time: 1.094, data_time: 0.001, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7633, loss_cls: 1.8920, loss: 1.8920, grad_norm: 5.3591 2021-06-16 13:19:03,531 - mmaction - INFO - Epoch [9][1560/3757] lr: 1.000e-02, eta: 2 days, 6:24:45, time: 1.125, data_time: 0.118, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7984, loss_cls: 1.8342, loss: 1.8342, grad_norm: 5.2578 2021-06-16 13:19:27,183 - mmaction - INFO - Epoch [9][1580/3757] lr: 1.000e-02, eta: 2 days, 6:24:13, time: 1.182, data_time: 0.153, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8055, loss_cls: 1.7823, loss: 1.7823, grad_norm: 5.1197 2021-06-16 13:19:50,104 - mmaction - INFO - Epoch [9][1600/3757] lr: 1.000e-02, eta: 2 days, 6:23:38, time: 1.146, data_time: 0.002, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7617, loss_cls: 1.9698, loss: 1.9698, grad_norm: 5.2825 2021-06-16 13:20:12,440 - mmaction - INFO - Epoch [9][1620/3757] lr: 1.000e-02, eta: 2 days, 6:22:59, time: 1.118, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7734, loss_cls: 1.9295, loss: 1.9295, grad_norm: 5.1137 2021-06-16 13:20:35,704 - mmaction - INFO - Epoch [9][1640/3757] lr: 1.000e-02, eta: 2 days, 6:22:25, time: 1.161, data_time: 0.001, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8063, loss_cls: 1.7920, loss: 1.7920, grad_norm: 5.3323 2021-06-16 13:20:59,224 - mmaction - INFO - Epoch [9][1660/3757] lr: 1.000e-02, eta: 2 days, 6:21:52, time: 1.178, data_time: 0.003, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7797, loss_cls: 1.9356, loss: 1.9356, grad_norm: 5.5266 2021-06-16 13:21:22,234 - mmaction - INFO - Epoch [9][1680/3757] lr: 1.000e-02, eta: 2 days, 6:21:17, time: 1.150, data_time: 0.001, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7789, loss_cls: 1.9343, loss: 1.9343, grad_norm: 5.3453 2021-06-16 13:21:44,085 - mmaction - INFO - Epoch [9][1700/3757] lr: 1.000e-02, eta: 2 days, 6:20:36, time: 1.094, data_time: 0.002, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7867, loss_cls: 1.9136, loss: 1.9136, grad_norm: 5.4108 2021-06-16 13:22:07,772 - mmaction - INFO - Epoch [9][1720/3757] lr: 1.000e-02, eta: 2 days, 6:20:04, time: 1.180, data_time: 0.001, memory: 7080, top1_acc: 0.5391, top5_acc: 0.8000, loss_cls: 1.8929, loss: 1.8929, grad_norm: 5.4329 2021-06-16 13:22:29,897 - mmaction - INFO - Epoch [9][1740/3757] lr: 1.000e-02, eta: 2 days, 6:19:25, time: 1.111, data_time: 0.006, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7852, loss_cls: 1.9052, loss: 1.9052, grad_norm: 5.2788 2021-06-16 13:22:54,220 - mmaction - INFO - Epoch [9][1760/3757] lr: 1.000e-02, eta: 2 days, 6:18:56, time: 1.216, data_time: 0.014, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7836, loss_cls: 1.9511, loss: 1.9511, grad_norm: 5.2917 2021-06-16 13:23:16,883 - mmaction - INFO - Epoch [9][1780/3757] lr: 1.000e-02, eta: 2 days, 6:18:19, time: 1.129, data_time: 0.387, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 1.9553, loss: 1.9553, grad_norm: 5.2560 2021-06-16 13:23:39,308 - mmaction - INFO - Epoch [9][1800/3757] lr: 1.000e-02, eta: 2 days, 6:17:41, time: 1.124, data_time: 0.231, memory: 7080, top1_acc: 0.5500, top5_acc: 0.8016, loss_cls: 1.8364, loss: 1.8364, grad_norm: 5.1918 2021-06-16 13:24:03,003 - mmaction - INFO - Epoch [9][1820/3757] lr: 1.000e-02, eta: 2 days, 6:17:10, time: 1.185, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.7836, loss_cls: 1.8559, loss: 1.8559, grad_norm: 5.1336 2021-06-16 13:24:24,853 - mmaction - INFO - Epoch [9][1840/3757] lr: 1.000e-02, eta: 2 days, 6:16:29, time: 1.091, data_time: 0.027, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7836, loss_cls: 1.8899, loss: 1.8899, grad_norm: 5.2819 2021-06-16 13:24:46,225 - mmaction - INFO - Epoch [9][1860/3757] lr: 1.000e-02, eta: 2 days, 6:15:46, time: 1.068, data_time: 0.197, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7781, loss_cls: 1.8979, loss: 1.8979, grad_norm: 5.2733 2021-06-16 13:25:10,988 - mmaction - INFO - Epoch [9][1880/3757] lr: 1.000e-02, eta: 2 days, 6:15:18, time: 1.229, data_time: 0.327, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7969, loss_cls: 1.9109, loss: 1.9109, grad_norm: 5.3313 2021-06-16 13:25:31,991 - mmaction - INFO - Epoch [9][1900/3757] lr: 1.000e-02, eta: 2 days, 6:14:35, time: 1.060, data_time: 0.188, memory: 7080, top1_acc: 0.5648, top5_acc: 0.7992, loss_cls: 1.8239, loss: 1.8239, grad_norm: 5.1803 2021-06-16 13:25:54,621 - mmaction - INFO - Epoch [9][1920/3757] lr: 1.000e-02, eta: 2 days, 6:13:58, time: 1.131, data_time: 0.096, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7836, loss_cls: 1.8835, loss: 1.8835, grad_norm: 5.3729 2021-06-16 13:26:17,110 - mmaction - INFO - Epoch [9][1940/3757] lr: 1.000e-02, eta: 2 days, 6:13:20, time: 1.125, data_time: 0.003, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8109, loss_cls: 1.8355, loss: 1.8355, grad_norm: 5.2473 2021-06-16 13:26:39,702 - mmaction - INFO - Epoch [9][1960/3757] lr: 1.000e-02, eta: 2 days, 6:12:43, time: 1.129, data_time: 0.001, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7844, loss_cls: 1.9495, loss: 1.9495, grad_norm: 5.3725 2021-06-16 13:27:01,959 - mmaction - INFO - Epoch [9][1980/3757] lr: 1.000e-02, eta: 2 days, 6:12:04, time: 1.110, data_time: 0.005, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7867, loss_cls: 1.9175, loss: 1.9175, grad_norm: 5.4159 2021-06-16 13:27:24,498 - mmaction - INFO - Epoch [9][2000/3757] lr: 1.000e-02, eta: 2 days, 6:11:27, time: 1.127, data_time: 0.004, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7867, loss_cls: 1.9036, loss: 1.9036, grad_norm: 5.2283 2021-06-16 13:27:47,346 - mmaction - INFO - Epoch [9][2020/3757] lr: 1.000e-02, eta: 2 days, 6:10:52, time: 1.145, data_time: 0.009, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7914, loss_cls: 1.9170, loss: 1.9170, grad_norm: 5.3404 2021-06-16 13:28:10,442 - mmaction - INFO - Epoch [9][2040/3757] lr: 1.000e-02, eta: 2 days, 6:10:17, time: 1.155, data_time: 0.015, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7750, loss_cls: 1.9607, loss: 1.9607, grad_norm: 5.4626 2021-06-16 13:28:33,365 - mmaction - INFO - Epoch [9][2060/3757] lr: 1.000e-02, eta: 2 days, 6:09:42, time: 1.145, data_time: 0.102, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7930, loss_cls: 1.8876, loss: 1.8876, grad_norm: 5.3635 2021-06-16 13:28:56,012 - mmaction - INFO - Epoch [9][2080/3757] lr: 1.000e-02, eta: 2 days, 6:09:05, time: 1.132, data_time: 0.209, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7828, loss_cls: 1.8777, loss: 1.8777, grad_norm: 5.1234 2021-06-16 13:29:20,207 - mmaction - INFO - Epoch [9][2100/3757] lr: 1.000e-02, eta: 2 days, 6:08:36, time: 1.212, data_time: 0.034, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7805, loss_cls: 1.9131, loss: 1.9131, grad_norm: 5.2178 2021-06-16 13:29:43,277 - mmaction - INFO - Epoch [9][2120/3757] lr: 1.000e-02, eta: 2 days, 6:08:01, time: 1.153, data_time: 0.001, memory: 7080, top1_acc: 0.5687, top5_acc: 0.7977, loss_cls: 1.8229, loss: 1.8229, grad_norm: 5.1118 2021-06-16 13:30:04,619 - mmaction - INFO - Epoch [9][2140/3757] lr: 1.000e-02, eta: 2 days, 6:07:18, time: 1.064, data_time: 0.003, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7828, loss_cls: 1.9461, loss: 1.9461, grad_norm: 5.2853 2021-06-16 13:30:27,415 - mmaction - INFO - Epoch [9][2160/3757] lr: 1.000e-02, eta: 2 days, 6:06:42, time: 1.135, data_time: 0.009, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7914, loss_cls: 1.8629, loss: 1.8629, grad_norm: 5.0366 2021-06-16 13:30:49,861 - mmaction - INFO - Epoch [9][2180/3757] lr: 1.000e-02, eta: 2 days, 6:06:05, time: 1.131, data_time: 0.024, memory: 7080, top1_acc: 0.5117, top5_acc: 0.7750, loss_cls: 1.9775, loss: 1.9775, grad_norm: 5.4441 2021-06-16 13:31:13,929 - mmaction - INFO - Epoch [9][2200/3757] lr: 1.000e-02, eta: 2 days, 6:05:36, time: 1.203, data_time: 0.081, memory: 7080, top1_acc: 0.5039, top5_acc: 0.7531, loss_cls: 2.0832, loss: 2.0832, grad_norm: 5.2735 2021-06-16 13:31:36,496 - mmaction - INFO - Epoch [9][2220/3757] lr: 1.000e-02, eta: 2 days, 6:04:58, time: 1.125, data_time: 0.004, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7766, loss_cls: 1.9794, loss: 1.9794, grad_norm: 5.2200 2021-06-16 13:31:59,313 - mmaction - INFO - Epoch [9][2240/3757] lr: 1.000e-02, eta: 2 days, 6:04:23, time: 1.144, data_time: 0.030, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.8958, loss: 1.8958, grad_norm: 5.2755 2021-06-16 13:32:22,285 - mmaction - INFO - Epoch [9][2260/3757] lr: 1.000e-02, eta: 2 days, 6:03:48, time: 1.148, data_time: 0.126, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7953, loss_cls: 1.9634, loss: 1.9634, grad_norm: 5.1759 2021-06-16 13:32:45,321 - mmaction - INFO - Epoch [9][2280/3757] lr: 1.000e-02, eta: 2 days, 6:03:13, time: 1.153, data_time: 0.114, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7922, loss_cls: 1.8954, loss: 1.8954, grad_norm: 5.2549 2021-06-16 13:33:09,254 - mmaction - INFO - Epoch [9][2300/3757] lr: 1.000e-02, eta: 2 days, 6:02:43, time: 1.197, data_time: 0.109, memory: 7080, top1_acc: 0.5617, top5_acc: 0.7883, loss_cls: 1.8728, loss: 1.8728, grad_norm: 5.2550 2021-06-16 13:33:32,821 - mmaction - INFO - Epoch [9][2320/3757] lr: 1.000e-02, eta: 2 days, 6:02:11, time: 1.178, data_time: 0.017, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7828, loss_cls: 1.9059, loss: 1.9059, grad_norm: 5.5497 2021-06-16 13:33:54,981 - mmaction - INFO - Epoch [9][2340/3757] lr: 1.000e-02, eta: 2 days, 6:01:32, time: 1.108, data_time: 0.002, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7930, loss_cls: 1.9043, loss: 1.9043, grad_norm: 5.3135 2021-06-16 13:34:18,356 - mmaction - INFO - Epoch [9][2360/3757] lr: 1.000e-02, eta: 2 days, 6:00:59, time: 1.168, data_time: 0.001, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7727, loss_cls: 1.9655, loss: 1.9655, grad_norm: 5.2435 2021-06-16 13:34:40,167 - mmaction - INFO - Epoch [9][2380/3757] lr: 1.000e-02, eta: 2 days, 6:00:19, time: 1.090, data_time: 0.204, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7742, loss_cls: 1.9486, loss: 1.9486, grad_norm: 5.4743 2021-06-16 13:35:02,559 - mmaction - INFO - Epoch [9][2400/3757] lr: 1.000e-02, eta: 2 days, 5:59:41, time: 1.119, data_time: 0.489, memory: 7080, top1_acc: 0.5555, top5_acc: 0.8008, loss_cls: 1.8497, loss: 1.8497, grad_norm: 5.2981 2021-06-16 13:35:26,030 - mmaction - INFO - Epoch [9][2420/3757] lr: 1.000e-02, eta: 2 days, 5:59:09, time: 1.175, data_time: 0.317, memory: 7080, top1_acc: 0.5266, top5_acc: 0.7875, loss_cls: 1.9476, loss: 1.9476, grad_norm: 5.3172 2021-06-16 13:35:49,117 - mmaction - INFO - Epoch [9][2440/3757] lr: 1.000e-02, eta: 2 days, 5:58:35, time: 1.155, data_time: 0.235, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7984, loss_cls: 1.8921, loss: 1.8921, grad_norm: 5.3132 2021-06-16 13:36:11,998 - mmaction - INFO - Epoch [9][2460/3757] lr: 1.000e-02, eta: 2 days, 5:57:59, time: 1.142, data_time: 0.001, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7930, loss_cls: 1.9151, loss: 1.9151, grad_norm: 5.2957 2021-06-16 13:36:34,214 - mmaction - INFO - Epoch [9][2480/3757] lr: 1.000e-02, eta: 2 days, 5:57:21, time: 1.111, data_time: 0.003, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7891, loss_cls: 1.8572, loss: 1.8572, grad_norm: 5.2404 2021-06-16 13:36:55,975 - mmaction - INFO - Epoch [9][2500/3757] lr: 1.000e-02, eta: 2 days, 5:56:41, time: 1.089, data_time: 0.004, memory: 7080, top1_acc: 0.5437, top5_acc: 0.8063, loss_cls: 1.8613, loss: 1.8613, grad_norm: 5.1798 2021-06-16 13:37:18,544 - mmaction - INFO - Epoch [9][2520/3757] lr: 1.000e-02, eta: 2 days, 5:56:04, time: 1.128, data_time: 0.001, memory: 7080, top1_acc: 0.5516, top5_acc: 0.8070, loss_cls: 1.8224, loss: 1.8224, grad_norm: 5.2006 2021-06-16 13:37:40,364 - mmaction - INFO - Epoch [9][2540/3757] lr: 1.000e-02, eta: 2 days, 5:55:24, time: 1.090, data_time: 0.017, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7906, loss_cls: 1.9090, loss: 1.9090, grad_norm: 5.3873 2021-06-16 13:38:05,219 - mmaction - INFO - Epoch [9][2560/3757] lr: 1.000e-02, eta: 2 days, 5:54:58, time: 1.244, data_time: 0.222, memory: 7080, top1_acc: 0.5375, top5_acc: 0.8008, loss_cls: 1.8600, loss: 1.8600, grad_norm: 5.3499 2021-06-16 13:38:27,265 - mmaction - INFO - Epoch [9][2580/3757] lr: 1.000e-02, eta: 2 days, 5:54:19, time: 1.098, data_time: 0.218, memory: 7080, top1_acc: 0.5188, top5_acc: 0.7891, loss_cls: 1.9519, loss: 1.9519, grad_norm: 5.4008 2021-06-16 13:38:50,784 - mmaction - INFO - Epoch [9][2600/3757] lr: 1.000e-02, eta: 2 days, 5:53:47, time: 1.180, data_time: 0.156, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7844, loss_cls: 1.8954, loss: 1.8954, grad_norm: 5.3535 2021-06-16 13:39:14,142 - mmaction - INFO - Epoch [9][2620/3757] lr: 1.000e-02, eta: 2 days, 5:53:14, time: 1.168, data_time: 0.096, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7844, loss_cls: 1.9384, loss: 1.9384, grad_norm: 5.3755 2021-06-16 13:39:36,854 - mmaction - INFO - Epoch [9][2640/3757] lr: 1.000e-02, eta: 2 days, 5:52:38, time: 1.135, data_time: 0.273, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7867, loss_cls: 1.9117, loss: 1.9117, grad_norm: 5.2158 2021-06-16 13:39:59,130 - mmaction - INFO - Epoch [9][2660/3757] lr: 1.000e-02, eta: 2 days, 5:52:00, time: 1.113, data_time: 0.106, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7836, loss_cls: 1.8661, loss: 1.8661, grad_norm: 5.2236 2021-06-16 13:40:22,539 - mmaction - INFO - Epoch [9][2680/3757] lr: 1.000e-02, eta: 2 days, 5:51:28, time: 1.171, data_time: 0.027, memory: 7080, top1_acc: 0.5484, top5_acc: 0.8000, loss_cls: 1.8692, loss: 1.8692, grad_norm: 5.2372 2021-06-16 13:40:44,703 - mmaction - INFO - Epoch [9][2700/3757] lr: 1.000e-02, eta: 2 days, 5:50:49, time: 1.108, data_time: 0.003, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7703, loss_cls: 1.9955, loss: 1.9955, grad_norm: 5.4144 2021-06-16 13:41:07,188 - mmaction - INFO - Epoch [9][2720/3757] lr: 1.000e-02, eta: 2 days, 5:50:12, time: 1.123, data_time: 0.003, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7727, loss_cls: 1.9821, loss: 1.9821, grad_norm: 5.3332 2021-06-16 13:41:30,265 - mmaction - INFO - Epoch [9][2740/3757] lr: 1.000e-02, eta: 2 days, 5:49:38, time: 1.155, data_time: 0.002, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7859, loss_cls: 1.9191, loss: 1.9191, grad_norm: 5.3608 2021-06-16 13:41:53,059 - mmaction - INFO - Epoch [9][2760/3757] lr: 1.000e-02, eta: 2 days, 5:49:03, time: 1.139, data_time: 0.001, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7844, loss_cls: 1.8624, loss: 1.8624, grad_norm: 5.2482 2021-06-16 13:42:15,157 - mmaction - INFO - Epoch [9][2780/3757] lr: 1.000e-02, eta: 2 days, 5:48:24, time: 1.103, data_time: 0.002, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7781, loss_cls: 1.8590, loss: 1.8590, grad_norm: 5.2130 2021-06-16 13:42:37,473 - mmaction - INFO - Epoch [9][2800/3757] lr: 1.000e-02, eta: 2 days, 5:47:47, time: 1.117, data_time: 0.027, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7836, loss_cls: 1.9637, loss: 1.9637, grad_norm: 5.2272 2021-06-16 13:43:01,201 - mmaction - INFO - Epoch [9][2820/3757] lr: 1.000e-02, eta: 2 days, 5:47:16, time: 1.187, data_time: 0.003, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7891, loss_cls: 1.9136, loss: 1.9136, grad_norm: 5.2563 2021-06-16 13:43:24,582 - mmaction - INFO - Epoch [9][2840/3757] lr: 1.000e-02, eta: 2 days, 5:46:43, time: 1.169, data_time: 0.003, memory: 7080, top1_acc: 0.5602, top5_acc: 0.8055, loss_cls: 1.7770, loss: 1.7770, grad_norm: 5.1612 2021-06-16 13:43:47,371 - mmaction - INFO - Epoch [9][2860/3757] lr: 1.000e-02, eta: 2 days, 5:46:08, time: 1.140, data_time: 0.002, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7656, loss_cls: 1.9659, loss: 1.9659, grad_norm: 5.2189 2021-06-16 13:44:08,685 - mmaction - INFO - Epoch [9][2880/3757] lr: 1.000e-02, eta: 2 days, 5:45:25, time: 1.064, data_time: 0.023, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7867, loss_cls: 1.9352, loss: 1.9352, grad_norm: 5.3600 2021-06-16 13:44:31,137 - mmaction - INFO - Epoch [9][2900/3757] lr: 1.000e-02, eta: 2 days, 5:44:48, time: 1.122, data_time: 0.060, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7953, loss_cls: 1.8938, loss: 1.8938, grad_norm: 5.3748 2021-06-16 13:44:54,408 - mmaction - INFO - Epoch [9][2920/3757] lr: 1.000e-02, eta: 2 days, 5:44:15, time: 1.164, data_time: 0.003, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7937, loss_cls: 1.8909, loss: 1.8909, grad_norm: 5.1994 2021-06-16 13:45:17,784 - mmaction - INFO - Epoch [9][2940/3757] lr: 1.000e-02, eta: 2 days, 5:43:43, time: 1.170, data_time: 0.004, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7977, loss_cls: 1.8424, loss: 1.8424, grad_norm: 5.1962 2021-06-16 13:45:40,303 - mmaction - INFO - Epoch [9][2960/3757] lr: 1.000e-02, eta: 2 days, 5:43:06, time: 1.125, data_time: 0.002, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7633, loss_cls: 2.0136, loss: 2.0136, grad_norm: 5.4891 2021-06-16 13:46:01,780 - mmaction - INFO - Epoch [9][2980/3757] lr: 1.000e-02, eta: 2 days, 5:42:25, time: 1.074, data_time: 0.002, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7836, loss_cls: 1.9067, loss: 1.9067, grad_norm: 5.4631 2021-06-16 13:46:23,457 - mmaction - INFO - Epoch [9][3000/3757] lr: 1.000e-02, eta: 2 days, 5:41:45, time: 1.084, data_time: 0.048, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7906, loss_cls: 1.9241, loss: 1.9241, grad_norm: 5.4375 2021-06-16 13:46:46,328 - mmaction - INFO - Epoch [9][3020/3757] lr: 1.000e-02, eta: 2 days, 5:41:10, time: 1.143, data_time: 0.004, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7789, loss_cls: 1.9274, loss: 1.9274, grad_norm: 5.2515 2021-06-16 13:47:10,742 - mmaction - INFO - Epoch [9][3040/3757] lr: 1.000e-02, eta: 2 days, 5:40:42, time: 1.221, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7937, loss_cls: 1.8647, loss: 1.8647, grad_norm: 5.0992 2021-06-16 13:47:31,720 - mmaction - INFO - Epoch [9][3060/3757] lr: 1.000e-02, eta: 2 days, 5:39:59, time: 1.049, data_time: 0.001, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7688, loss_cls: 1.9794, loss: 1.9794, grad_norm: 5.2012 2021-06-16 13:47:54,930 - mmaction - INFO - Epoch [9][3080/3757] lr: 1.000e-02, eta: 2 days, 5:39:25, time: 1.157, data_time: 0.106, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7883, loss_cls: 1.8614, loss: 1.8614, grad_norm: 5.1569 2021-06-16 13:48:18,040 - mmaction - INFO - Epoch [9][3100/3757] lr: 1.000e-02, eta: 2 days, 5:38:52, time: 1.157, data_time: 0.036, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7781, loss_cls: 1.8933, loss: 1.8933, grad_norm: 5.2677 2021-06-16 13:48:40,215 - mmaction - INFO - Epoch [9][3120/3757] lr: 1.000e-02, eta: 2 days, 5:38:14, time: 1.110, data_time: 0.041, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7953, loss_cls: 1.9152, loss: 1.9152, grad_norm: 5.3006 2021-06-16 13:49:02,740 - mmaction - INFO - Epoch [9][3140/3757] lr: 1.000e-02, eta: 2 days, 5:37:37, time: 1.125, data_time: 0.002, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7734, loss_cls: 1.9617, loss: 1.9617, grad_norm: 5.3508 2021-06-16 13:49:24,810 - mmaction - INFO - Epoch [9][3160/3757] lr: 1.000e-02, eta: 2 days, 5:36:59, time: 1.105, data_time: 0.006, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7758, loss_cls: 1.9025, loss: 1.9025, grad_norm: 5.1710 2021-06-16 13:49:48,109 - mmaction - INFO - Epoch [9][3180/3757] lr: 1.000e-02, eta: 2 days, 5:36:26, time: 1.165, data_time: 0.065, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7648, loss_cls: 2.0013, loss: 2.0013, grad_norm: 5.1585 2021-06-16 13:50:11,193 - mmaction - INFO - Epoch [9][3200/3757] lr: 1.000e-02, eta: 2 days, 5:35:53, time: 1.154, data_time: 0.098, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8070, loss_cls: 1.8048, loss: 1.8048, grad_norm: 5.0668 2021-06-16 13:50:33,356 - mmaction - INFO - Epoch [9][3220/3757] lr: 1.000e-02, eta: 2 days, 5:35:15, time: 1.109, data_time: 0.001, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7914, loss_cls: 1.8902, loss: 1.8902, grad_norm: 5.3190 2021-06-16 13:50:55,932 - mmaction - INFO - Epoch [9][3240/3757] lr: 1.000e-02, eta: 2 days, 5:34:38, time: 1.122, data_time: 0.093, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7898, loss_cls: 1.8693, loss: 1.8693, grad_norm: 5.3126 2021-06-16 13:51:19,243 - mmaction - INFO - Epoch [9][3260/3757] lr: 1.000e-02, eta: 2 days, 5:34:06, time: 1.170, data_time: 0.298, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7773, loss_cls: 1.9410, loss: 1.9410, grad_norm: 5.2178 2021-06-16 13:51:41,547 - mmaction - INFO - Epoch [9][3280/3757] lr: 1.000e-02, eta: 2 days, 5:33:29, time: 1.116, data_time: 0.270, memory: 7080, top1_acc: 0.5570, top5_acc: 0.8000, loss_cls: 1.8588, loss: 1.8588, grad_norm: 5.1219 2021-06-16 13:52:05,486 - mmaction - INFO - Epoch [9][3300/3757] lr: 1.000e-02, eta: 2 days, 5:32:59, time: 1.197, data_time: 0.112, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7602, loss_cls: 1.9314, loss: 1.9314, grad_norm: 5.2576 2021-06-16 13:52:27,226 - mmaction - INFO - Epoch [9][3320/3757] lr: 1.000e-02, eta: 2 days, 5:32:19, time: 1.087, data_time: 0.004, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7719, loss_cls: 1.9393, loss: 1.9393, grad_norm: 5.3383 2021-06-16 13:52:50,731 - mmaction - INFO - Epoch [9][3340/3757] lr: 1.000e-02, eta: 2 days, 5:31:48, time: 1.175, data_time: 0.001, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7773, loss_cls: 1.9809, loss: 1.9809, grad_norm: 5.3501 2021-06-16 13:53:13,079 - mmaction - INFO - Epoch [9][3360/3757] lr: 1.000e-02, eta: 2 days, 5:31:10, time: 1.116, data_time: 0.009, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7852, loss_cls: 1.9217, loss: 1.9217, grad_norm: 5.3717 2021-06-16 13:53:35,191 - mmaction - INFO - Epoch [9][3380/3757] lr: 1.000e-02, eta: 2 days, 5:30:32, time: 1.105, data_time: 0.077, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.9079, loss: 1.9079, grad_norm: 5.4009 2021-06-16 13:53:57,484 - mmaction - INFO - Epoch [9][3400/3757] lr: 1.000e-02, eta: 2 days, 5:29:55, time: 1.115, data_time: 0.088, memory: 7080, top1_acc: 0.5297, top5_acc: 0.7758, loss_cls: 1.9685, loss: 1.9685, grad_norm: 5.4489 2021-06-16 13:54:21,039 - mmaction - INFO - Epoch [9][3420/3757] lr: 1.000e-02, eta: 2 days, 5:29:24, time: 1.179, data_time: 0.271, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7930, loss_cls: 1.8857, loss: 1.8857, grad_norm: 5.2933 2021-06-16 13:54:43,999 - mmaction - INFO - Epoch [9][3440/3757] lr: 1.000e-02, eta: 2 days, 5:28:50, time: 1.146, data_time: 0.425, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7664, loss_cls: 1.9294, loss: 1.9294, grad_norm: 5.2071 2021-06-16 13:55:06,809 - mmaction - INFO - Epoch [9][3460/3757] lr: 1.000e-02, eta: 2 days, 5:28:15, time: 1.143, data_time: 0.019, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7922, loss_cls: 1.9653, loss: 1.9653, grad_norm: 5.3390 2021-06-16 13:55:29,452 - mmaction - INFO - Epoch [9][3480/3757] lr: 1.000e-02, eta: 2 days, 5:27:39, time: 1.132, data_time: 0.001, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7953, loss_cls: 1.8396, loss: 1.8396, grad_norm: 5.1999 2021-06-16 13:55:50,927 - mmaction - INFO - Epoch [9][3500/3757] lr: 1.000e-02, eta: 2 days, 5:26:58, time: 1.073, data_time: 0.130, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7914, loss_cls: 1.9392, loss: 1.9392, grad_norm: 5.4017 2021-06-16 13:56:13,073 - mmaction - INFO - Epoch [9][3520/3757] lr: 1.000e-02, eta: 2 days, 5:26:21, time: 1.107, data_time: 0.166, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7852, loss_cls: 1.9400, loss: 1.9400, grad_norm: 5.3316 2021-06-16 13:56:37,705 - mmaction - INFO - Epoch [9][3540/3757] lr: 1.000e-02, eta: 2 days, 5:25:54, time: 1.232, data_time: 0.281, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7805, loss_cls: 1.9253, loss: 1.9253, grad_norm: 5.1490 2021-06-16 13:57:00,103 - mmaction - INFO - Epoch [9][3560/3757] lr: 1.000e-02, eta: 2 days, 5:25:18, time: 1.120, data_time: 0.309, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7781, loss_cls: 1.9809, loss: 1.9809, grad_norm: 5.3850 2021-06-16 13:57:24,199 - mmaction - INFO - Epoch [9][3580/3757] lr: 1.000e-02, eta: 2 days, 5:24:49, time: 1.203, data_time: 0.100, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7680, loss_cls: 2.0300, loss: 2.0300, grad_norm: 5.2490 2021-06-16 13:57:47,146 - mmaction - INFO - Epoch [9][3600/3757] lr: 1.000e-02, eta: 2 days, 5:24:15, time: 1.149, data_time: 0.287, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7937, loss_cls: 1.8786, loss: 1.8786, grad_norm: 5.1272 2021-06-16 13:58:10,132 - mmaction - INFO - Epoch [9][3620/3757] lr: 1.000e-02, eta: 2 days, 5:23:41, time: 1.149, data_time: 0.068, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7875, loss_cls: 1.9390, loss: 1.9390, grad_norm: 5.2652 2021-06-16 13:58:32,442 - mmaction - INFO - Epoch [9][3640/3757] lr: 1.000e-02, eta: 2 days, 5:23:04, time: 1.115, data_time: 0.098, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7859, loss_cls: 1.9070, loss: 1.9070, grad_norm: 5.4325 2021-06-16 13:58:53,190 - mmaction - INFO - Epoch [9][3660/3757] lr: 1.000e-02, eta: 2 days, 5:22:20, time: 1.037, data_time: 0.022, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7914, loss_cls: 1.8919, loss: 1.8919, grad_norm: 5.3994 2021-06-16 13:59:16,858 - mmaction - INFO - Epoch [9][3680/3757] lr: 1.000e-02, eta: 2 days, 5:21:49, time: 1.185, data_time: 0.086, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7844, loss_cls: 1.9400, loss: 1.9400, grad_norm: 5.3681 2021-06-16 13:59:39,273 - mmaction - INFO - Epoch [9][3700/3757] lr: 1.000e-02, eta: 2 days, 5:21:13, time: 1.119, data_time: 0.002, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7867, loss_cls: 1.8628, loss: 1.8628, grad_norm: 5.1268 2021-06-16 14:00:01,694 - mmaction - INFO - Epoch [9][3720/3757] lr: 1.000e-02, eta: 2 days, 5:20:37, time: 1.123, data_time: 0.123, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7914, loss_cls: 1.8719, loss: 1.8719, grad_norm: 5.1891 2021-06-16 14:00:25,589 - mmaction - INFO - Epoch [9][3740/3757] lr: 1.000e-02, eta: 2 days, 5:20:07, time: 1.195, data_time: 0.167, memory: 7080, top1_acc: 0.5227, top5_acc: 0.7656, loss_cls: 2.0205, loss: 2.0205, grad_norm: 5.3251 2021-06-16 14:00:46,714 - mmaction - INFO - Saving checkpoint at 9 epochs 2021-06-16 14:08:27,806 - mmaction - INFO - Epoch [10][20/3757] lr: 1.000e-02, eta: 2 days, 5:50:46, time: 23.008, data_time: 22.156, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7859, loss_cls: 1.8907, loss: 1.8907, grad_norm: 5.3193 2021-06-16 14:08:49,912 - mmaction - INFO - Epoch [10][40/3757] lr: 1.000e-02, eta: 2 days, 5:50:07, time: 1.107, data_time: 0.285, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8109, loss_cls: 1.8035, loss: 1.8035, grad_norm: 5.1327 2021-06-16 14:09:13,235 - mmaction - INFO - Epoch [10][60/3757] lr: 1.000e-02, eta: 2 days, 5:49:33, time: 1.165, data_time: 0.053, memory: 7080, top1_acc: 0.5586, top5_acc: 0.8031, loss_cls: 1.8149, loss: 1.8149, grad_norm: 5.0273 2021-06-16 14:09:36,476 - mmaction - INFO - Epoch [10][80/3757] lr: 1.000e-02, eta: 2 days, 5:48:59, time: 1.162, data_time: 0.003, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8055, loss_cls: 1.8181, loss: 1.8181, grad_norm: 5.3633 2021-06-16 14:09:58,605 - mmaction - INFO - Epoch [10][100/3757] lr: 1.000e-02, eta: 2 days, 5:48:20, time: 1.108, data_time: 0.003, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7977, loss_cls: 1.8407, loss: 1.8407, grad_norm: 5.2371 2021-06-16 14:10:21,156 - mmaction - INFO - Epoch [10][120/3757] lr: 1.000e-02, eta: 2 days, 5:47:43, time: 1.126, data_time: 0.066, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7836, loss_cls: 1.8630, loss: 1.8630, grad_norm: 5.2957 2021-06-16 14:10:42,939 - mmaction - INFO - Epoch [10][140/3757] lr: 1.000e-02, eta: 2 days, 5:47:03, time: 1.090, data_time: 0.310, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7984, loss_cls: 1.8183, loss: 1.8183, grad_norm: 5.2376 2021-06-16 14:11:05,985 - mmaction - INFO - Epoch [10][160/3757] lr: 1.000e-02, eta: 2 days, 5:46:28, time: 1.150, data_time: 0.357, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8023, loss_cls: 1.8083, loss: 1.8083, grad_norm: 5.0386 2021-06-16 14:11:28,613 - mmaction - INFO - Epoch [10][180/3757] lr: 1.000e-02, eta: 2 days, 5:45:51, time: 1.128, data_time: 0.154, memory: 7080, top1_acc: 0.5523, top5_acc: 0.8008, loss_cls: 1.8172, loss: 1.8172, grad_norm: 5.2581 2021-06-16 14:11:50,697 - mmaction - INFO - Epoch [10][200/3757] lr: 1.000e-02, eta: 2 days, 5:45:12, time: 1.110, data_time: 0.170, memory: 7080, top1_acc: 0.5703, top5_acc: 0.7750, loss_cls: 1.8179, loss: 1.8179, grad_norm: 5.1588 2021-06-16 14:12:13,811 - mmaction - INFO - Epoch [10][220/3757] lr: 1.000e-02, eta: 2 days, 5:44:38, time: 1.156, data_time: 0.090, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7992, loss_cls: 1.8336, loss: 1.8336, grad_norm: 5.2230 2021-06-16 14:12:36,203 - mmaction - INFO - Epoch [10][240/3757] lr: 1.000e-02, eta: 2 days, 5:44:00, time: 1.120, data_time: 0.002, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7781, loss_cls: 1.8857, loss: 1.8857, grad_norm: 5.2890 2021-06-16 14:12:59,483 - mmaction - INFO - Epoch [10][260/3757] lr: 1.000e-02, eta: 2 days, 5:43:27, time: 1.164, data_time: 0.001, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8023, loss_cls: 1.8078, loss: 1.8078, grad_norm: 5.1223 2021-06-16 14:13:23,063 - mmaction - INFO - Epoch [10][280/3757] lr: 1.000e-02, eta: 2 days, 5:42:54, time: 1.174, data_time: 0.005, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7820, loss_cls: 1.9481, loss: 1.9481, grad_norm: 5.4075 2021-06-16 14:13:46,382 - mmaction - INFO - Epoch [10][300/3757] lr: 1.000e-02, eta: 2 days, 5:42:21, time: 1.170, data_time: 0.006, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7891, loss_cls: 1.9108, loss: 1.9108, grad_norm: 5.2621 2021-06-16 14:14:07,929 - mmaction - INFO - Epoch [10][320/3757] lr: 1.000e-02, eta: 2 days, 5:41:39, time: 1.077, data_time: 0.001, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7914, loss_cls: 1.8140, loss: 1.8140, grad_norm: 5.1652 2021-06-16 14:14:30,594 - mmaction - INFO - Epoch [10][340/3757] lr: 1.000e-02, eta: 2 days, 5:41:03, time: 1.132, data_time: 0.116, memory: 7080, top1_acc: 0.5852, top5_acc: 0.7984, loss_cls: 1.7967, loss: 1.7967, grad_norm: 5.1776 2021-06-16 14:14:52,520 - mmaction - INFO - Epoch [10][360/3757] lr: 1.000e-02, eta: 2 days, 5:40:23, time: 1.097, data_time: 0.205, memory: 7080, top1_acc: 0.5711, top5_acc: 0.7797, loss_cls: 1.8439, loss: 1.8439, grad_norm: 5.2098 2021-06-16 14:15:15,166 - mmaction - INFO - Epoch [10][380/3757] lr: 1.000e-02, eta: 2 days, 5:39:47, time: 1.133, data_time: 0.019, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7828, loss_cls: 1.9187, loss: 1.9187, grad_norm: 5.2041 2021-06-16 14:15:37,871 - mmaction - INFO - Epoch [10][400/3757] lr: 1.000e-02, eta: 2 days, 5:39:11, time: 1.135, data_time: 0.073, memory: 7080, top1_acc: 0.5648, top5_acc: 0.7930, loss_cls: 1.8181, loss: 1.8181, grad_norm: 5.0305 2021-06-16 14:16:00,496 - mmaction - INFO - Epoch [10][420/3757] lr: 1.000e-02, eta: 2 days, 5:38:35, time: 1.132, data_time: 0.101, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7812, loss_cls: 1.8529, loss: 1.8529, grad_norm: 5.1493 2021-06-16 14:16:23,382 - mmaction - INFO - Epoch [10][440/3757] lr: 1.000e-02, eta: 2 days, 5:37:59, time: 1.144, data_time: 0.093, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7992, loss_cls: 1.8619, loss: 1.8619, grad_norm: 5.2148 2021-06-16 14:16:46,846 - mmaction - INFO - Epoch [10][460/3757] lr: 1.000e-02, eta: 2 days, 5:37:27, time: 1.174, data_time: 0.254, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7891, loss_cls: 1.8528, loss: 1.8528, grad_norm: 5.2599 2021-06-16 14:17:08,223 - mmaction - INFO - Epoch [10][480/3757] lr: 1.000e-02, eta: 2 days, 5:36:45, time: 1.068, data_time: 0.036, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 1.9726, loss: 1.9726, grad_norm: 5.3004 2021-06-16 14:17:31,596 - mmaction - INFO - Epoch [10][500/3757] lr: 1.000e-02, eta: 2 days, 5:36:12, time: 1.169, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8234, loss_cls: 1.7190, loss: 1.7190, grad_norm: 5.0546 2021-06-16 14:17:53,660 - mmaction - INFO - Epoch [10][520/3757] lr: 1.000e-02, eta: 2 days, 5:35:33, time: 1.104, data_time: 0.019, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7937, loss_cls: 1.8507, loss: 1.8507, grad_norm: 5.1643 2021-06-16 14:18:17,365 - mmaction - INFO - Epoch [10][540/3757] lr: 1.000e-02, eta: 2 days, 5:35:01, time: 1.183, data_time: 0.001, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8094, loss_cls: 1.7790, loss: 1.7790, grad_norm: 5.1782 2021-06-16 14:18:40,049 - mmaction - INFO - Epoch [10][560/3757] lr: 1.000e-02, eta: 2 days, 5:34:25, time: 1.135, data_time: 0.007, memory: 7080, top1_acc: 0.5484, top5_acc: 0.8031, loss_cls: 1.8754, loss: 1.8754, grad_norm: 5.2775 2021-06-16 14:19:00,654 - mmaction - INFO - Epoch [10][580/3757] lr: 1.000e-02, eta: 2 days, 5:33:40, time: 1.031, data_time: 0.003, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7828, loss_cls: 1.9002, loss: 1.9002, grad_norm: 5.2384 2021-06-16 14:19:23,841 - mmaction - INFO - Epoch [10][600/3757] lr: 1.000e-02, eta: 2 days, 5:33:06, time: 1.160, data_time: 0.002, memory: 7080, top1_acc: 0.5484, top5_acc: 0.7844, loss_cls: 1.9077, loss: 1.9077, grad_norm: 5.3051 2021-06-16 14:19:46,902 - mmaction - INFO - Epoch [10][620/3757] lr: 1.000e-02, eta: 2 days, 5:32:32, time: 1.152, data_time: 0.001, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7961, loss_cls: 1.9282, loss: 1.9282, grad_norm: 5.3492 2021-06-16 14:20:08,603 - mmaction - INFO - Epoch [10][640/3757] lr: 1.000e-02, eta: 2 days, 5:31:51, time: 1.085, data_time: 0.133, memory: 7080, top1_acc: 0.5508, top5_acc: 0.8016, loss_cls: 1.8529, loss: 1.8529, grad_norm: 5.2634 2021-06-16 14:20:32,266 - mmaction - INFO - Epoch [10][660/3757] lr: 1.000e-02, eta: 2 days, 5:31:19, time: 1.177, data_time: 0.155, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7805, loss_cls: 1.8739, loss: 1.8739, grad_norm: 5.3140 2021-06-16 14:20:55,085 - mmaction - INFO - Epoch [10][680/3757] lr: 1.000e-02, eta: 2 days, 5:30:44, time: 1.147, data_time: 0.008, memory: 7080, top1_acc: 0.5430, top5_acc: 0.8086, loss_cls: 1.8393, loss: 1.8393, grad_norm: 5.3230 2021-06-16 14:21:18,973 - mmaction - INFO - Epoch [10][700/3757] lr: 1.000e-02, eta: 2 days, 5:30:14, time: 1.195, data_time: 0.002, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7867, loss_cls: 1.9494, loss: 1.9494, grad_norm: 5.2262 2021-06-16 14:21:40,401 - mmaction - INFO - Epoch [10][720/3757] lr: 1.000e-02, eta: 2 days, 5:29:32, time: 1.071, data_time: 0.001, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.9054, loss: 1.9054, grad_norm: 5.1032 2021-06-16 14:22:01,936 - mmaction - INFO - Epoch [10][740/3757] lr: 1.000e-02, eta: 2 days, 5:28:51, time: 1.077, data_time: 0.001, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7961, loss_cls: 1.8414, loss: 1.8414, grad_norm: 5.2600 2021-06-16 14:22:26,650 - mmaction - INFO - Epoch [10][760/3757] lr: 1.000e-02, eta: 2 days, 5:28:24, time: 1.236, data_time: 0.155, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7812, loss_cls: 1.9318, loss: 1.9318, grad_norm: 5.2507 2021-06-16 14:22:49,283 - mmaction - INFO - Epoch [10][780/3757] lr: 1.000e-02, eta: 2 days, 5:27:48, time: 1.132, data_time: 0.055, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8031, loss_cls: 1.8231, loss: 1.8231, grad_norm: 5.2156 2021-06-16 14:23:10,891 - mmaction - INFO - Epoch [10][800/3757] lr: 1.000e-02, eta: 2 days, 5:27:07, time: 1.076, data_time: 0.002, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7891, loss_cls: 1.8929, loss: 1.8929, grad_norm: 5.3448 2021-06-16 14:23:34,018 - mmaction - INFO - Epoch [10][820/3757] lr: 1.000e-02, eta: 2 days, 5:26:33, time: 1.160, data_time: 0.100, memory: 7080, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.7938, loss: 1.7938, grad_norm: 5.3409 2021-06-16 14:23:56,363 - mmaction - INFO - Epoch [10][840/3757] lr: 1.000e-02, eta: 2 days, 5:25:56, time: 1.117, data_time: 0.204, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7961, loss_cls: 1.8418, loss: 1.8418, grad_norm: 5.4512 2021-06-16 14:24:18,300 - mmaction - INFO - Epoch [10][860/3757] lr: 1.000e-02, eta: 2 days, 5:25:17, time: 1.096, data_time: 0.400, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7922, loss_cls: 1.8167, loss: 1.8167, grad_norm: 5.1761 2021-06-16 14:24:42,217 - mmaction - INFO - Epoch [10][880/3757] lr: 1.000e-02, eta: 2 days, 5:24:47, time: 1.196, data_time: 0.309, memory: 7080, top1_acc: 0.5664, top5_acc: 0.7930, loss_cls: 1.7868, loss: 1.7868, grad_norm: 5.0553 2021-06-16 14:25:06,008 - mmaction - INFO - Epoch [10][900/3757] lr: 1.000e-02, eta: 2 days, 5:24:16, time: 1.190, data_time: 0.164, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7797, loss_cls: 1.8855, loss: 1.8855, grad_norm: 5.1586 2021-06-16 14:25:29,172 - mmaction - INFO - Epoch [10][920/3757] lr: 1.000e-02, eta: 2 days, 5:23:42, time: 1.159, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.7984, loss_cls: 1.7978, loss: 1.7978, grad_norm: 5.2845 2021-06-16 14:25:53,400 - mmaction - INFO - Epoch [10][940/3757] lr: 1.000e-02, eta: 2 days, 5:23:13, time: 1.208, data_time: 0.002, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7977, loss_cls: 1.8025, loss: 1.8025, grad_norm: 5.1804 2021-06-16 14:26:14,831 - mmaction - INFO - Epoch [10][960/3757] lr: 1.000e-02, eta: 2 days, 5:22:32, time: 1.075, data_time: 0.005, memory: 7080, top1_acc: 0.5477, top5_acc: 0.8008, loss_cls: 1.8584, loss: 1.8584, grad_norm: 5.3362 2021-06-16 14:26:37,011 - mmaction - INFO - Epoch [10][980/3757] lr: 1.000e-02, eta: 2 days, 5:21:54, time: 1.109, data_time: 0.002, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7828, loss_cls: 1.8771, loss: 1.8771, grad_norm: 5.3711 2021-06-16 14:27:00,314 - mmaction - INFO - Epoch [10][1000/3757] lr: 1.000e-02, eta: 2 days, 5:21:21, time: 1.165, data_time: 0.003, memory: 7080, top1_acc: 0.5484, top5_acc: 0.8031, loss_cls: 1.8605, loss: 1.8605, grad_norm: 5.4510 2021-06-16 14:27:22,599 - mmaction - INFO - Epoch [10][1020/3757] lr: 1.000e-02, eta: 2 days, 5:20:43, time: 1.114, data_time: 0.002, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7812, loss_cls: 1.8855, loss: 1.8855, grad_norm: 5.3250 2021-06-16 14:27:45,708 - mmaction - INFO - Epoch [10][1040/3757] lr: 1.000e-02, eta: 2 days, 5:20:09, time: 1.155, data_time: 0.001, memory: 7080, top1_acc: 0.5258, top5_acc: 0.7805, loss_cls: 1.9440, loss: 1.9440, grad_norm: 5.6729 2021-06-16 14:28:07,761 - mmaction - INFO - Epoch [10][1060/3757] lr: 1.000e-02, eta: 2 days, 5:19:31, time: 1.101, data_time: 0.002, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7945, loss_cls: 1.8845, loss: 1.8845, grad_norm: 5.2748 2021-06-16 14:28:31,628 - mmaction - INFO - Epoch [10][1080/3757] lr: 1.000e-02, eta: 2 days, 5:19:00, time: 1.195, data_time: 0.005, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8023, loss_cls: 1.8054, loss: 1.8054, grad_norm: 5.2023 2021-06-16 14:28:53,583 - mmaction - INFO - Epoch [10][1100/3757] lr: 1.000e-02, eta: 2 days, 5:18:21, time: 1.097, data_time: 0.003, memory: 7080, top1_acc: 0.5203, top5_acc: 0.7766, loss_cls: 1.9378, loss: 1.9378, grad_norm: 5.4072 2021-06-16 14:29:15,921 - mmaction - INFO - Epoch [10][1120/3757] lr: 1.000e-02, eta: 2 days, 5:17:44, time: 1.118, data_time: 0.004, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7961, loss_cls: 1.8690, loss: 1.8690, grad_norm: 5.3164 2021-06-16 14:29:38,758 - mmaction - INFO - Epoch [10][1140/3757] lr: 1.000e-02, eta: 2 days, 5:17:09, time: 1.142, data_time: 0.004, memory: 7080, top1_acc: 0.5672, top5_acc: 0.7953, loss_cls: 1.8385, loss: 1.8385, grad_norm: 5.3348 2021-06-16 14:30:02,045 - mmaction - INFO - Epoch [10][1160/3757] lr: 1.000e-02, eta: 2 days, 5:16:36, time: 1.164, data_time: 0.104, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7836, loss_cls: 1.9287, loss: 1.9287, grad_norm: 5.2240 2021-06-16 14:30:24,135 - mmaction - INFO - Epoch [10][1180/3757] lr: 1.000e-02, eta: 2 days, 5:15:58, time: 1.104, data_time: 0.098, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7852, loss_cls: 1.9307, loss: 1.9307, grad_norm: 5.3075 2021-06-16 14:30:47,040 - mmaction - INFO - Epoch [10][1200/3757] lr: 1.000e-02, eta: 2 days, 5:15:24, time: 1.146, data_time: 0.118, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7891, loss_cls: 1.8580, loss: 1.8580, grad_norm: 5.2789 2021-06-16 14:31:10,198 - mmaction - INFO - Epoch [10][1220/3757] lr: 1.000e-02, eta: 2 days, 5:14:50, time: 1.158, data_time: 0.203, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8141, loss_cls: 1.7846, loss: 1.7846, grad_norm: 5.1828 2021-06-16 14:31:31,721 - mmaction - INFO - Epoch [10][1240/3757] lr: 1.000e-02, eta: 2 days, 5:14:09, time: 1.076, data_time: 0.024, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7937, loss_cls: 1.8851, loss: 1.8851, grad_norm: 5.3286 2021-06-16 14:31:54,878 - mmaction - INFO - Epoch [10][1260/3757] lr: 1.000e-02, eta: 2 days, 5:13:36, time: 1.158, data_time: 0.183, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7969, loss_cls: 1.8541, loss: 1.8541, grad_norm: 5.1049 2021-06-16 14:32:17,814 - mmaction - INFO - Epoch [10][1280/3757] lr: 1.000e-02, eta: 2 days, 5:13:02, time: 1.147, data_time: 0.299, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7680, loss_cls: 1.9593, loss: 1.9593, grad_norm: 5.3731 2021-06-16 14:32:40,792 - mmaction - INFO - Epoch [10][1300/3757] lr: 1.000e-02, eta: 2 days, 5:12:27, time: 1.149, data_time: 0.092, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8825, loss: 1.8825, grad_norm: 5.2560 2021-06-16 14:33:04,346 - mmaction - INFO - Epoch [10][1320/3757] lr: 1.000e-02, eta: 2 days, 5:11:56, time: 1.178, data_time: 0.151, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8102, loss_cls: 1.7563, loss: 1.7563, grad_norm: 5.1801 2021-06-16 14:33:26,595 - mmaction - INFO - Epoch [10][1340/3757] lr: 1.000e-02, eta: 2 days, 5:11:18, time: 1.112, data_time: 0.208, memory: 7080, top1_acc: 0.5742, top5_acc: 0.7930, loss_cls: 1.8451, loss: 1.8451, grad_norm: 5.1258 2021-06-16 14:33:49,182 - mmaction - INFO - Epoch [10][1360/3757] lr: 1.000e-02, eta: 2 days, 5:10:42, time: 1.129, data_time: 0.140, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8055, loss_cls: 1.8695, loss: 1.8695, grad_norm: 5.2555 2021-06-16 14:34:13,194 - mmaction - INFO - Epoch [10][1380/3757] lr: 1.000e-02, eta: 2 days, 5:10:13, time: 1.201, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.7883, loss_cls: 1.8302, loss: 1.8302, grad_norm: 5.2458 2021-06-16 14:34:36,147 - mmaction - INFO - Epoch [10][1400/3757] lr: 1.000e-02, eta: 2 days, 5:09:38, time: 1.147, data_time: 0.003, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7969, loss_cls: 1.8452, loss: 1.8452, grad_norm: 5.4379 2021-06-16 14:34:58,199 - mmaction - INFO - Epoch [10][1420/3757] lr: 1.000e-02, eta: 2 days, 5:09:00, time: 1.104, data_time: 0.002, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.9436, loss: 1.9436, grad_norm: 5.2654 2021-06-16 14:35:20,850 - mmaction - INFO - Epoch [10][1440/3757] lr: 1.000e-02, eta: 2 days, 5:08:24, time: 1.131, data_time: 0.035, memory: 7080, top1_acc: 0.5352, top5_acc: 0.7766, loss_cls: 1.9549, loss: 1.9549, grad_norm: 5.3666 2021-06-16 14:35:45,127 - mmaction - INFO - Epoch [10][1460/3757] lr: 1.000e-02, eta: 2 days, 5:07:56, time: 1.214, data_time: 0.172, memory: 7080, top1_acc: 0.5344, top5_acc: 0.7875, loss_cls: 1.8948, loss: 1.8948, grad_norm: 5.4487 2021-06-16 14:36:06,681 - mmaction - INFO - Epoch [10][1480/3757] lr: 1.000e-02, eta: 2 days, 5:07:16, time: 1.078, data_time: 0.166, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8023, loss_cls: 1.7906, loss: 1.7906, grad_norm: 5.3365 2021-06-16 14:36:28,350 - mmaction - INFO - Epoch [10][1500/3757] lr: 1.000e-02, eta: 2 days, 5:06:36, time: 1.083, data_time: 0.093, memory: 7080, top1_acc: 0.5258, top5_acc: 0.7797, loss_cls: 2.0020, loss: 2.0020, grad_norm: 5.5274 2021-06-16 14:36:50,754 - mmaction - INFO - Epoch [10][1520/3757] lr: 1.000e-02, eta: 2 days, 5:05:59, time: 1.122, data_time: 0.003, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7953, loss_cls: 1.8551, loss: 1.8551, grad_norm: 5.2539 2021-06-16 14:37:15,143 - mmaction - INFO - Epoch [10][1540/3757] lr: 1.000e-02, eta: 2 days, 5:05:31, time: 1.219, data_time: 0.001, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7961, loss_cls: 1.8552, loss: 1.8552, grad_norm: 5.2772 2021-06-16 14:37:38,584 - mmaction - INFO - Epoch [10][1560/3757] lr: 1.000e-02, eta: 2 days, 5:04:59, time: 1.173, data_time: 0.002, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7758, loss_cls: 1.9709, loss: 1.9709, grad_norm: 5.4167 2021-06-16 14:38:00,074 - mmaction - INFO - Epoch [10][1580/3757] lr: 1.000e-02, eta: 2 days, 5:04:19, time: 1.074, data_time: 0.012, memory: 7080, top1_acc: 0.5703, top5_acc: 0.7984, loss_cls: 1.8407, loss: 1.8407, grad_norm: 5.2472 2021-06-16 14:38:23,897 - mmaction - INFO - Epoch [10][1600/3757] lr: 1.000e-02, eta: 2 days, 5:03:48, time: 1.191, data_time: 0.084, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7758, loss_cls: 1.9617, loss: 1.9617, grad_norm: 5.4327 2021-06-16 14:38:46,927 - mmaction - INFO - Epoch [10][1620/3757] lr: 1.000e-02, eta: 2 days, 5:03:15, time: 1.152, data_time: 0.261, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7773, loss_cls: 1.9611, loss: 1.9611, grad_norm: 5.3646 2021-06-16 14:39:10,128 - mmaction - INFO - Epoch [10][1640/3757] lr: 1.000e-02, eta: 2 days, 5:02:42, time: 1.159, data_time: 0.456, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7836, loss_cls: 1.9031, loss: 1.9031, grad_norm: 5.2367 2021-06-16 14:39:32,634 - mmaction - INFO - Epoch [10][1660/3757] lr: 1.000e-02, eta: 2 days, 5:02:05, time: 1.125, data_time: 0.289, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7750, loss_cls: 1.9739, loss: 1.9739, grad_norm: 5.2623 2021-06-16 14:39:55,847 - mmaction - INFO - Epoch [10][1680/3757] lr: 1.000e-02, eta: 2 days, 5:01:33, time: 1.162, data_time: 0.225, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7953, loss_cls: 1.8263, loss: 1.8263, grad_norm: 5.0733 2021-06-16 14:40:18,812 - mmaction - INFO - Epoch [10][1700/3757] lr: 1.000e-02, eta: 2 days, 5:00:59, time: 1.148, data_time: 0.110, memory: 7080, top1_acc: 0.5641, top5_acc: 0.7758, loss_cls: 1.9414, loss: 1.9414, grad_norm: 5.3115 2021-06-16 14:40:39,914 - mmaction - INFO - Epoch [10][1720/3757] lr: 1.000e-02, eta: 2 days, 5:00:17, time: 1.056, data_time: 0.152, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7898, loss_cls: 1.8716, loss: 1.8716, grad_norm: 5.1677 2021-06-16 14:41:03,133 - mmaction - INFO - Epoch [10][1740/3757] lr: 1.000e-02, eta: 2 days, 4:59:44, time: 1.161, data_time: 0.086, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7727, loss_cls: 1.9457, loss: 1.9457, grad_norm: 5.3765 2021-06-16 14:41:25,475 - mmaction - INFO - Epoch [10][1760/3757] lr: 1.000e-02, eta: 2 days, 4:59:07, time: 1.115, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.7977, loss_cls: 1.8011, loss: 1.8011, grad_norm: 5.1328 2021-06-16 14:41:48,394 - mmaction - INFO - Epoch [10][1780/3757] lr: 1.000e-02, eta: 2 days, 4:58:33, time: 1.147, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8172, loss_cls: 1.7476, loss: 1.7476, grad_norm: 5.3040 2021-06-16 14:42:11,053 - mmaction - INFO - Epoch [10][1800/3757] lr: 1.000e-02, eta: 2 days, 4:57:57, time: 1.133, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7953, loss_cls: 1.8089, loss: 1.8089, grad_norm: 5.1707 2021-06-16 14:42:33,573 - mmaction - INFO - Epoch [10][1820/3757] lr: 1.000e-02, eta: 2 days, 4:57:22, time: 1.126, data_time: 0.001, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.9194, loss: 1.9194, grad_norm: 5.1749 2021-06-16 14:42:56,362 - mmaction - INFO - Epoch [10][1840/3757] lr: 1.000e-02, eta: 2 days, 4:56:47, time: 1.135, data_time: 0.001, memory: 7080, top1_acc: 0.5305, top5_acc: 0.7844, loss_cls: 1.9740, loss: 1.9740, grad_norm: 5.1451 2021-06-16 14:43:20,549 - mmaction - INFO - Epoch [10][1860/3757] lr: 1.000e-02, eta: 2 days, 4:56:18, time: 1.214, data_time: 0.037, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7922, loss_cls: 1.8678, loss: 1.8678, grad_norm: 5.2638 2021-06-16 14:43:42,048 - mmaction - INFO - Epoch [10][1880/3757] lr: 1.000e-02, eta: 2 days, 4:55:38, time: 1.073, data_time: 0.051, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7820, loss_cls: 1.9001, loss: 1.9001, grad_norm: 5.1557 2021-06-16 14:44:05,121 - mmaction - INFO - Epoch [10][1900/3757] lr: 1.000e-02, eta: 2 days, 4:55:05, time: 1.155, data_time: 0.224, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 1.9031, loss: 1.9031, grad_norm: 5.2703 2021-06-16 14:44:26,886 - mmaction - INFO - Epoch [10][1920/3757] lr: 1.000e-02, eta: 2 days, 4:54:26, time: 1.089, data_time: 0.147, memory: 7080, top1_acc: 0.5570, top5_acc: 0.8063, loss_cls: 1.8592, loss: 1.8592, grad_norm: 5.2380 2021-06-16 14:44:48,008 - mmaction - INFO - Epoch [10][1940/3757] lr: 1.000e-02, eta: 2 days, 4:53:44, time: 1.056, data_time: 0.164, memory: 7080, top1_acc: 0.5258, top5_acc: 0.7859, loss_cls: 1.9612, loss: 1.9612, grad_norm: 5.5490 2021-06-16 14:45:10,582 - mmaction - INFO - Epoch [10][1960/3757] lr: 1.000e-02, eta: 2 days, 4:53:08, time: 1.128, data_time: 0.183, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7859, loss_cls: 1.8712, loss: 1.8712, grad_norm: 5.0576 2021-06-16 14:45:33,358 - mmaction - INFO - Epoch [10][1980/3757] lr: 1.000e-02, eta: 2 days, 4:52:34, time: 1.140, data_time: 0.163, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7914, loss_cls: 1.8770, loss: 1.8770, grad_norm: 5.4324 2021-06-16 14:45:56,933 - mmaction - INFO - Epoch [10][2000/3757] lr: 1.000e-02, eta: 2 days, 4:52:02, time: 1.179, data_time: 0.149, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7992, loss_cls: 1.8600, loss: 1.8600, grad_norm: 5.3110 2021-06-16 14:46:18,148 - mmaction - INFO - Epoch [10][2020/3757] lr: 1.000e-02, eta: 2 days, 4:51:21, time: 1.060, data_time: 0.280, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7875, loss_cls: 1.8676, loss: 1.8676, grad_norm: 5.1757 2021-06-16 14:46:42,459 - mmaction - INFO - Epoch [10][2040/3757] lr: 1.000e-02, eta: 2 days, 4:50:53, time: 1.216, data_time: 0.211, memory: 7080, top1_acc: 0.5141, top5_acc: 0.7750, loss_cls: 2.0190, loss: 2.0190, grad_norm: 5.4543 2021-06-16 14:47:05,240 - mmaction - INFO - Epoch [10][2060/3757] lr: 1.000e-02, eta: 2 days, 4:50:18, time: 1.138, data_time: 0.184, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7812, loss_cls: 1.9227, loss: 1.9227, grad_norm: 5.3347 2021-06-16 14:47:27,917 - mmaction - INFO - Epoch [10][2080/3757] lr: 1.000e-02, eta: 2 days, 4:49:43, time: 1.134, data_time: 0.006, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7875, loss_cls: 1.8961, loss: 1.8961, grad_norm: 5.2502 2021-06-16 14:47:51,140 - mmaction - INFO - Epoch [10][2100/3757] lr: 1.000e-02, eta: 2 days, 4:49:11, time: 1.162, data_time: 0.003, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8031, loss_cls: 1.7926, loss: 1.7926, grad_norm: 5.1723 2021-06-16 14:48:13,083 - mmaction - INFO - Epoch [10][2120/3757] lr: 1.000e-02, eta: 2 days, 4:48:33, time: 1.097, data_time: 0.002, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7898, loss_cls: 1.8462, loss: 1.8462, grad_norm: 5.2778 2021-06-16 14:48:36,221 - mmaction - INFO - Epoch [10][2140/3757] lr: 1.000e-02, eta: 2 days, 4:48:00, time: 1.156, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7875, loss_cls: 1.8541, loss: 1.8541, grad_norm: 5.3052 2021-06-16 14:48:57,993 - mmaction - INFO - Epoch [10][2160/3757] lr: 1.000e-02, eta: 2 days, 4:47:21, time: 1.088, data_time: 0.050, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7930, loss_cls: 1.8783, loss: 1.8783, grad_norm: 5.1476 2021-06-16 14:49:21,870 - mmaction - INFO - Epoch [10][2180/3757] lr: 1.000e-02, eta: 2 days, 4:46:51, time: 1.196, data_time: 0.102, memory: 7080, top1_acc: 0.5453, top5_acc: 0.8086, loss_cls: 1.8235, loss: 1.8235, grad_norm: 5.3411 2021-06-16 14:49:43,557 - mmaction - INFO - Epoch [10][2200/3757] lr: 1.000e-02, eta: 2 days, 4:46:12, time: 1.083, data_time: 0.036, memory: 7080, top1_acc: 0.5234, top5_acc: 0.7742, loss_cls: 1.9520, loss: 1.9520, grad_norm: 5.3937 2021-06-16 14:50:06,808 - mmaction - INFO - Epoch [10][2220/3757] lr: 1.000e-02, eta: 2 days, 4:45:40, time: 1.164, data_time: 0.055, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7969, loss_cls: 1.8808, loss: 1.8808, grad_norm: 5.1168 2021-06-16 14:50:30,086 - mmaction - INFO - Epoch [10][2240/3757] lr: 1.000e-02, eta: 2 days, 4:45:07, time: 1.164, data_time: 0.001, memory: 7080, top1_acc: 0.5422, top5_acc: 0.8047, loss_cls: 1.8572, loss: 1.8572, grad_norm: 5.2158 2021-06-16 14:50:51,800 - mmaction - INFO - Epoch [10][2260/3757] lr: 1.000e-02, eta: 2 days, 4:44:28, time: 1.085, data_time: 0.019, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7969, loss_cls: 1.8882, loss: 1.8882, grad_norm: 5.2394 2021-06-16 14:51:15,182 - mmaction - INFO - Epoch [10][2280/3757] lr: 1.000e-02, eta: 2 days, 4:43:56, time: 1.168, data_time: 0.001, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7797, loss_cls: 1.9419, loss: 1.9419, grad_norm: 5.1390 2021-06-16 14:51:37,580 - mmaction - INFO - Epoch [10][2300/3757] lr: 1.000e-02, eta: 2 days, 4:43:20, time: 1.120, data_time: 0.023, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8094, loss_cls: 1.7194, loss: 1.7194, grad_norm: 4.9197 2021-06-16 14:52:00,782 - mmaction - INFO - Epoch [10][2320/3757] lr: 1.000e-02, eta: 2 days, 4:42:48, time: 1.161, data_time: 0.019, memory: 7080, top1_acc: 0.5563, top5_acc: 0.8117, loss_cls: 1.8129, loss: 1.8129, grad_norm: 5.2449 2021-06-16 14:52:22,991 - mmaction - INFO - Epoch [10][2340/3757] lr: 1.000e-02, eta: 2 days, 4:42:11, time: 1.111, data_time: 0.169, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7859, loss_cls: 1.9103, loss: 1.9103, grad_norm: 5.3520 2021-06-16 14:52:45,252 - mmaction - INFO - Epoch [10][2360/3757] lr: 1.000e-02, eta: 2 days, 4:41:34, time: 1.113, data_time: 0.042, memory: 7080, top1_acc: 0.5484, top5_acc: 0.7750, loss_cls: 1.8867, loss: 1.8867, grad_norm: 5.1966 2021-06-16 14:53:07,296 - mmaction - INFO - Epoch [10][2380/3757] lr: 1.000e-02, eta: 2 days, 4:40:57, time: 1.101, data_time: 0.274, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7828, loss_cls: 1.8989, loss: 1.8989, grad_norm: 5.3041 2021-06-16 14:53:30,384 - mmaction - INFO - Epoch [10][2400/3757] lr: 1.000e-02, eta: 2 days, 4:40:24, time: 1.153, data_time: 0.217, memory: 7080, top1_acc: 0.5258, top5_acc: 0.7898, loss_cls: 1.8652, loss: 1.8652, grad_norm: 5.2044 2021-06-16 14:53:53,287 - mmaction - INFO - Epoch [10][2420/3757] lr: 1.000e-02, eta: 2 days, 4:39:50, time: 1.147, data_time: 0.274, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7937, loss_cls: 1.8746, loss: 1.8746, grad_norm: 5.3733 2021-06-16 14:54:14,354 - mmaction - INFO - Epoch [10][2440/3757] lr: 1.000e-02, eta: 2 days, 4:39:08, time: 1.053, data_time: 0.426, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7945, loss_cls: 1.8882, loss: 1.8882, grad_norm: 5.3350 2021-06-16 14:54:37,241 - mmaction - INFO - Epoch [10][2460/3757] lr: 1.000e-02, eta: 2 days, 4:38:34, time: 1.144, data_time: 0.386, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8070, loss_cls: 1.7699, loss: 1.7699, grad_norm: 5.2626 2021-06-16 14:54:59,799 - mmaction - INFO - Epoch [10][2480/3757] lr: 1.000e-02, eta: 2 days, 4:37:59, time: 1.125, data_time: 0.414, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7977, loss_cls: 1.8379, loss: 1.8379, grad_norm: 5.3633 2021-06-16 14:55:21,972 - mmaction - INFO - Epoch [10][2500/3757] lr: 1.000e-02, eta: 2 days, 4:37:22, time: 1.109, data_time: 0.371, memory: 7080, top1_acc: 0.5539, top5_acc: 0.8055, loss_cls: 1.8325, loss: 1.8325, grad_norm: 5.0395 2021-06-16 14:55:45,063 - mmaction - INFO - Epoch [10][2520/3757] lr: 1.000e-02, eta: 2 days, 4:36:49, time: 1.157, data_time: 0.276, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7891, loss_cls: 1.8657, loss: 1.8657, grad_norm: 5.3417 2021-06-16 14:56:08,513 - mmaction - INFO - Epoch [10][2540/3757] lr: 1.000e-02, eta: 2 days, 4:36:18, time: 1.168, data_time: 0.170, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7969, loss_cls: 1.8398, loss: 1.8398, grad_norm: 5.1477 2021-06-16 14:56:31,051 - mmaction - INFO - Epoch [10][2560/3757] lr: 1.000e-02, eta: 2 days, 4:35:43, time: 1.132, data_time: 0.182, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7977, loss_cls: 1.8374, loss: 1.8374, grad_norm: 5.1492 2021-06-16 14:56:52,471 - mmaction - INFO - Epoch [10][2580/3757] lr: 1.000e-02, eta: 2 days, 4:35:03, time: 1.071, data_time: 0.090, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8164, loss_cls: 1.7577, loss: 1.7577, grad_norm: 5.1783 2021-06-16 14:57:16,551 - mmaction - INFO - Epoch [10][2600/3757] lr: 1.000e-02, eta: 2 days, 4:34:34, time: 1.203, data_time: 0.112, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.8543, loss: 1.8543, grad_norm: 5.3776 2021-06-16 14:57:39,228 - mmaction - INFO - Epoch [10][2620/3757] lr: 1.000e-02, eta: 2 days, 4:33:59, time: 1.132, data_time: 0.004, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7898, loss_cls: 1.8621, loss: 1.8621, grad_norm: 5.2655 2021-06-16 14:58:02,093 - mmaction - INFO - Epoch [10][2640/3757] lr: 1.000e-02, eta: 2 days, 4:33:25, time: 1.146, data_time: 0.030, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7656, loss_cls: 1.9453, loss: 1.9453, grad_norm: 5.4170 2021-06-16 14:58:25,160 - mmaction - INFO - Epoch [10][2660/3757] lr: 1.000e-02, eta: 2 days, 4:32:53, time: 1.155, data_time: 0.202, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7875, loss_cls: 1.8640, loss: 1.8640, grad_norm: 5.0864 2021-06-16 14:58:48,112 - mmaction - INFO - Epoch [10][2680/3757] lr: 1.000e-02, eta: 2 days, 4:32:19, time: 1.147, data_time: 0.146, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7891, loss_cls: 1.8683, loss: 1.8683, grad_norm: 5.1885 2021-06-16 14:59:10,946 - mmaction - INFO - Epoch [10][2700/3757] lr: 1.000e-02, eta: 2 days, 4:31:45, time: 1.140, data_time: 0.052, memory: 7080, top1_acc: 0.5484, top5_acc: 0.7914, loss_cls: 1.8756, loss: 1.8756, grad_norm: 5.3352 2021-06-16 14:59:34,074 - mmaction - INFO - Epoch [10][2720/3757] lr: 1.000e-02, eta: 2 days, 4:31:12, time: 1.158, data_time: 0.035, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8109, loss_cls: 1.7826, loss: 1.7826, grad_norm: 5.2351 2021-06-16 14:59:56,278 - mmaction - INFO - Epoch [10][2740/3757] lr: 1.000e-02, eta: 2 days, 4:30:36, time: 1.109, data_time: 0.002, memory: 7080, top1_acc: 0.5219, top5_acc: 0.7703, loss_cls: 1.9532, loss: 1.9532, grad_norm: 5.2126 2021-06-16 15:00:18,554 - mmaction - INFO - Epoch [10][2760/3757] lr: 1.000e-02, eta: 2 days, 4:30:00, time: 1.116, data_time: 0.003, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7844, loss_cls: 1.8853, loss: 1.8853, grad_norm: 5.1041 2021-06-16 15:00:42,346 - mmaction - INFO - Epoch [10][2780/3757] lr: 1.000e-02, eta: 2 days, 4:29:30, time: 1.189, data_time: 0.005, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7992, loss_cls: 1.8186, loss: 1.8186, grad_norm: 5.0966 2021-06-16 15:01:04,556 - mmaction - INFO - Epoch [10][2800/3757] lr: 1.000e-02, eta: 2 days, 4:28:53, time: 1.111, data_time: 0.032, memory: 7080, top1_acc: 0.5602, top5_acc: 0.8008, loss_cls: 1.8310, loss: 1.8310, grad_norm: 5.2878 2021-06-16 15:01:27,570 - mmaction - INFO - Epoch [10][2820/3757] lr: 1.000e-02, eta: 2 days, 4:28:20, time: 1.150, data_time: 0.024, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7820, loss_cls: 1.9082, loss: 1.9082, grad_norm: 5.2967 2021-06-16 15:01:50,937 - mmaction - INFO - Epoch [10][2840/3757] lr: 1.000e-02, eta: 2 days, 4:27:49, time: 1.169, data_time: 0.262, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7766, loss_cls: 1.9793, loss: 1.9793, grad_norm: 5.4335 2021-06-16 15:02:14,732 - mmaction - INFO - Epoch [10][2860/3757] lr: 1.000e-02, eta: 2 days, 4:27:19, time: 1.190, data_time: 0.181, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7828, loss_cls: 1.8989, loss: 1.8989, grad_norm: 5.4084 2021-06-16 15:02:37,373 - mmaction - INFO - Epoch [10][2880/3757] lr: 1.000e-02, eta: 2 days, 4:26:44, time: 1.130, data_time: 0.028, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7875, loss_cls: 1.9103, loss: 1.9103, grad_norm: 5.4400 2021-06-16 15:02:59,670 - mmaction - INFO - Epoch [10][2900/3757] lr: 1.000e-02, eta: 2 days, 4:26:08, time: 1.114, data_time: 0.240, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8086, loss_cls: 1.7975, loss: 1.7975, grad_norm: 5.3754 2021-06-16 15:03:22,523 - mmaction - INFO - Epoch [10][2920/3757] lr: 1.000e-02, eta: 2 days, 4:25:34, time: 1.145, data_time: 0.121, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7828, loss_cls: 1.8707, loss: 1.8707, grad_norm: 5.3602 2021-06-16 15:03:43,293 - mmaction - INFO - Epoch [10][2940/3757] lr: 1.000e-02, eta: 2 days, 4:24:52, time: 1.038, data_time: 0.006, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8070, loss_cls: 1.8077, loss: 1.8077, grad_norm: 5.3163 2021-06-16 15:04:07,418 - mmaction - INFO - Epoch [10][2960/3757] lr: 1.000e-02, eta: 2 days, 4:24:23, time: 1.204, data_time: 0.141, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8102, loss_cls: 1.7792, loss: 1.7792, grad_norm: 5.3393 2021-06-16 15:04:28,434 - mmaction - INFO - Epoch [10][2980/3757] lr: 1.000e-02, eta: 2 days, 4:23:42, time: 1.053, data_time: 0.060, memory: 7080, top1_acc: 0.5484, top5_acc: 0.7977, loss_cls: 1.8658, loss: 1.8658, grad_norm: 5.4401 2021-06-16 15:04:51,568 - mmaction - INFO - Epoch [10][3000/3757] lr: 1.000e-02, eta: 2 days, 4:23:10, time: 1.156, data_time: 0.118, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7711, loss_cls: 1.8865, loss: 1.8865, grad_norm: 5.3424 2021-06-16 15:05:14,168 - mmaction - INFO - Epoch [10][3020/3757] lr: 1.000e-02, eta: 2 days, 4:22:35, time: 1.130, data_time: 0.170, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8039, loss_cls: 1.8222, loss: 1.8222, grad_norm: 5.1878 2021-06-16 15:05:37,169 - mmaction - INFO - Epoch [10][3040/3757] lr: 1.000e-02, eta: 2 days, 4:22:02, time: 1.150, data_time: 0.038, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8023, loss_cls: 1.7999, loss: 1.7999, grad_norm: 5.0988 2021-06-16 15:05:59,844 - mmaction - INFO - Epoch [10][3060/3757] lr: 1.000e-02, eta: 2 days, 4:21:28, time: 1.135, data_time: 0.031, memory: 7080, top1_acc: 0.5687, top5_acc: 0.7977, loss_cls: 1.8025, loss: 1.8025, grad_norm: 5.0936 2021-06-16 15:06:22,093 - mmaction - INFO - Epoch [10][3080/3757] lr: 1.000e-02, eta: 2 days, 4:20:52, time: 1.112, data_time: 0.020, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7891, loss_cls: 1.9083, loss: 1.9083, grad_norm: 5.2541 2021-06-16 15:06:45,204 - mmaction - INFO - Epoch [10][3100/3757] lr: 1.000e-02, eta: 2 days, 4:20:19, time: 1.156, data_time: 0.011, memory: 7080, top1_acc: 0.5703, top5_acc: 0.7906, loss_cls: 1.8315, loss: 1.8315, grad_norm: 5.3620 2021-06-16 15:07:07,684 - mmaction - INFO - Epoch [10][3120/3757] lr: 1.000e-02, eta: 2 days, 4:19:44, time: 1.124, data_time: 0.043, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8016, loss_cls: 1.8075, loss: 1.8075, grad_norm: 5.2564 2021-06-16 15:07:28,774 - mmaction - INFO - Epoch [10][3140/3757] lr: 1.000e-02, eta: 2 days, 4:19:03, time: 1.055, data_time: 0.178, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7953, loss_cls: 1.8961, loss: 1.8961, grad_norm: 5.3876 2021-06-16 15:07:52,846 - mmaction - INFO - Epoch [10][3160/3757] lr: 1.000e-02, eta: 2 days, 4:18:34, time: 1.204, data_time: 0.104, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.8669, loss: 1.8669, grad_norm: 5.2526 2021-06-16 15:08:16,315 - mmaction - INFO - Epoch [10][3180/3757] lr: 1.000e-02, eta: 2 days, 4:18:03, time: 1.173, data_time: 0.069, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7898, loss_cls: 1.8343, loss: 1.8343, grad_norm: 5.2864 2021-06-16 15:08:38,844 - mmaction - INFO - Epoch [10][3200/3757] lr: 1.000e-02, eta: 2 days, 4:17:28, time: 1.120, data_time: 0.004, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7781, loss_cls: 1.8949, loss: 1.8949, grad_norm: 5.3228 2021-06-16 15:09:01,292 - mmaction - INFO - Epoch [10][3220/3757] lr: 1.000e-02, eta: 2 days, 4:16:53, time: 1.129, data_time: 0.059, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8039, loss_cls: 1.7690, loss: 1.7690, grad_norm: 5.0616 2021-06-16 15:09:24,343 - mmaction - INFO - Epoch [10][3240/3757] lr: 1.000e-02, eta: 2 days, 4:16:21, time: 1.153, data_time: 0.197, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7836, loss_cls: 1.9054, loss: 1.9054, grad_norm: 5.3045 2021-06-16 15:09:46,970 - mmaction - INFO - Epoch [10][3260/3757] lr: 1.000e-02, eta: 2 days, 4:15:46, time: 1.131, data_time: 0.139, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.8855, loss: 1.8855, grad_norm: 5.3883 2021-06-16 15:10:10,470 - mmaction - INFO - Epoch [10][3280/3757] lr: 1.000e-02, eta: 2 days, 4:15:15, time: 1.175, data_time: 0.001, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7617, loss_cls: 1.9782, loss: 1.9782, grad_norm: 5.2644 2021-06-16 15:10:33,797 - mmaction - INFO - Epoch [10][3300/3757] lr: 1.000e-02, eta: 2 days, 4:14:44, time: 1.166, data_time: 0.003, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7844, loss_cls: 1.9248, loss: 1.9248, grad_norm: 5.1961 2021-06-16 15:10:54,802 - mmaction - INFO - Epoch [10][3320/3757] lr: 1.000e-02, eta: 2 days, 4:14:03, time: 1.051, data_time: 0.141, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7969, loss_cls: 1.8564, loss: 1.8564, grad_norm: 5.1566 2021-06-16 15:11:17,608 - mmaction - INFO - Epoch [10][3340/3757] lr: 1.000e-02, eta: 2 days, 4:13:29, time: 1.140, data_time: 0.052, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7805, loss_cls: 1.9172, loss: 1.9172, grad_norm: 5.4809 2021-06-16 15:11:39,991 - mmaction - INFO - Epoch [10][3360/3757] lr: 1.000e-02, eta: 2 days, 4:12:54, time: 1.119, data_time: 0.077, memory: 7080, top1_acc: 0.5719, top5_acc: 0.7992, loss_cls: 1.7753, loss: 1.7753, grad_norm: 5.0813 2021-06-16 15:12:03,293 - mmaction - INFO - Epoch [10][3380/3757] lr: 1.000e-02, eta: 2 days, 4:12:22, time: 1.164, data_time: 0.022, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8055, loss_cls: 1.7372, loss: 1.7372, grad_norm: 5.1316 2021-06-16 15:12:25,969 - mmaction - INFO - Epoch [10][3400/3757] lr: 1.000e-02, eta: 2 days, 4:11:48, time: 1.135, data_time: 0.042, memory: 7080, top1_acc: 0.5477, top5_acc: 0.8016, loss_cls: 1.8087, loss: 1.8087, grad_norm: 5.4009 2021-06-16 15:12:48,596 - mmaction - INFO - Epoch [10][3420/3757] lr: 1.000e-02, eta: 2 days, 4:11:14, time: 1.131, data_time: 0.017, memory: 7080, top1_acc: 0.5531, top5_acc: 0.8000, loss_cls: 1.8278, loss: 1.8278, grad_norm: 5.3026 2021-06-16 15:13:11,766 - mmaction - INFO - Epoch [10][3440/3757] lr: 1.000e-02, eta: 2 days, 4:10:41, time: 1.158, data_time: 0.003, memory: 7080, top1_acc: 0.5281, top5_acc: 0.7508, loss_cls: 2.0038, loss: 2.0038, grad_norm: 5.2752 2021-06-16 15:13:35,384 - mmaction - INFO - Epoch [10][3460/3757] lr: 1.000e-02, eta: 2 days, 4:10:11, time: 1.180, data_time: 0.002, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7898, loss_cls: 1.8590, loss: 1.8590, grad_norm: 5.3270 2021-06-16 15:13:56,323 - mmaction - INFO - Epoch [10][3480/3757] lr: 1.000e-02, eta: 2 days, 4:09:30, time: 1.047, data_time: 0.003, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7953, loss_cls: 1.8908, loss: 1.8908, grad_norm: 5.1837 2021-06-16 15:14:19,619 - mmaction - INFO - Epoch [10][3500/3757] lr: 1.000e-02, eta: 2 days, 4:08:58, time: 1.165, data_time: 0.047, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8016, loss_cls: 1.7940, loss: 1.7940, grad_norm: 5.2726 2021-06-16 15:14:42,780 - mmaction - INFO - Epoch [10][3520/3757] lr: 1.000e-02, eta: 2 days, 4:08:26, time: 1.158, data_time: 0.293, memory: 7080, top1_acc: 0.5742, top5_acc: 0.7828, loss_cls: 1.8264, loss: 1.8264, grad_norm: 5.2317 2021-06-16 15:15:05,966 - mmaction - INFO - Epoch [10][3540/3757] lr: 1.000e-02, eta: 2 days, 4:07:54, time: 1.159, data_time: 0.376, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.8578, loss: 1.8578, grad_norm: 5.2587 2021-06-16 15:15:28,510 - mmaction - INFO - Epoch [10][3560/3757] lr: 1.000e-02, eta: 2 days, 4:07:20, time: 1.127, data_time: 0.131, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7984, loss_cls: 1.8723, loss: 1.8723, grad_norm: 5.3196 2021-06-16 15:15:50,164 - mmaction - INFO - Epoch [10][3580/3757] lr: 1.000e-02, eta: 2 days, 4:06:41, time: 1.081, data_time: 0.051, memory: 7080, top1_acc: 0.5297, top5_acc: 0.7781, loss_cls: 1.8930, loss: 1.8930, grad_norm: 5.3923 2021-06-16 15:16:13,348 - mmaction - INFO - Epoch [10][3600/3757] lr: 1.000e-02, eta: 2 days, 4:06:10, time: 1.162, data_time: 0.259, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7781, loss_cls: 1.9391, loss: 1.9391, grad_norm: 5.3422 2021-06-16 15:16:36,765 - mmaction - INFO - Epoch [10][3620/3757] lr: 1.000e-02, eta: 2 days, 4:05:38, time: 1.170, data_time: 0.234, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7961, loss_cls: 1.8607, loss: 1.8607, grad_norm: 5.0543 2021-06-16 15:17:01,148 - mmaction - INFO - Epoch [10][3640/3757] lr: 1.000e-02, eta: 2 days, 4:05:11, time: 1.219, data_time: 0.002, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7906, loss_cls: 1.8706, loss: 1.8706, grad_norm: 5.1328 2021-06-16 15:17:23,866 - mmaction - INFO - Epoch [10][3660/3757] lr: 1.000e-02, eta: 2 days, 4:04:38, time: 1.136, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8078, loss_cls: 1.8236, loss: 1.8236, grad_norm: 5.2650 2021-06-16 15:17:45,261 - mmaction - INFO - Epoch [10][3680/3757] lr: 1.000e-02, eta: 2 days, 4:03:58, time: 1.069, data_time: 0.001, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7953, loss_cls: 1.8742, loss: 1.8742, grad_norm: 5.3126 2021-06-16 15:18:09,057 - mmaction - INFO - Epoch [10][3700/3757] lr: 1.000e-02, eta: 2 days, 4:03:29, time: 1.190, data_time: 0.002, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7891, loss_cls: 1.9240, loss: 1.9240, grad_norm: 5.4830 2021-06-16 15:18:31,715 - mmaction - INFO - Epoch [10][3720/3757] lr: 1.000e-02, eta: 2 days, 4:02:55, time: 1.133, data_time: 0.001, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7781, loss_cls: 1.9015, loss: 1.9015, grad_norm: 5.2117 2021-06-16 15:18:54,676 - mmaction - INFO - Epoch [10][3740/3757] lr: 1.000e-02, eta: 2 days, 4:02:22, time: 1.147, data_time: 0.002, memory: 7080, top1_acc: 0.5375, top5_acc: 0.7953, loss_cls: 1.8731, loss: 1.8731, grad_norm: 5.2257 2021-06-16 15:19:18,023 - mmaction - INFO - Saving checkpoint at 10 epochs 2021-06-16 15:26:29,214 - mmaction - INFO - Epoch [11][20/3757] lr: 1.000e-02, eta: 2 days, 4:27:11, time: 21.506, data_time: 20.714, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7891, loss_cls: 1.8745, loss: 1.8745, grad_norm: 5.3152 2021-06-16 15:26:52,172 - mmaction - INFO - Epoch [11][40/3757] lr: 1.000e-02, eta: 2 days, 4:26:37, time: 1.153, data_time: 0.277, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7953, loss_cls: 1.8875, loss: 1.8875, grad_norm: 5.4095 2021-06-16 15:27:15,601 - mmaction - INFO - Epoch [11][60/3757] lr: 1.000e-02, eta: 2 days, 4:26:06, time: 1.173, data_time: 0.088, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8031, loss_cls: 1.7735, loss: 1.7735, grad_norm: 5.0324 2021-06-16 15:27:37,138 - mmaction - INFO - Epoch [11][80/3757] lr: 1.000e-02, eta: 2 days, 4:25:26, time: 1.078, data_time: 0.105, memory: 7080, top1_acc: 0.5687, top5_acc: 0.7977, loss_cls: 1.8144, loss: 1.8144, grad_norm: 5.2244 2021-06-16 15:27:59,939 - mmaction - INFO - Epoch [11][100/3757] lr: 1.000e-02, eta: 2 days, 4:24:52, time: 1.139, data_time: 0.108, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8086, loss_cls: 1.7904, loss: 1.7904, grad_norm: 5.2485 2021-06-16 15:28:22,505 - mmaction - INFO - Epoch [11][120/3757] lr: 1.000e-02, eta: 2 days, 4:24:16, time: 1.129, data_time: 0.202, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7875, loss_cls: 1.8779, loss: 1.8779, grad_norm: 5.3857 2021-06-16 15:28:44,992 - mmaction - INFO - Epoch [11][140/3757] lr: 1.000e-02, eta: 2 days, 4:23:40, time: 1.116, data_time: 0.118, memory: 7080, top1_acc: 0.5461, top5_acc: 0.8008, loss_cls: 1.8695, loss: 1.8695, grad_norm: 5.3668 2021-06-16 15:29:07,740 - mmaction - INFO - Epoch [11][160/3757] lr: 1.000e-02, eta: 2 days, 4:23:06, time: 1.145, data_time: 0.103, memory: 7080, top1_acc: 0.5719, top5_acc: 0.7891, loss_cls: 1.8116, loss: 1.8116, grad_norm: 5.1497 2021-06-16 15:29:31,410 - mmaction - INFO - Epoch [11][180/3757] lr: 1.000e-02, eta: 2 days, 4:22:35, time: 1.183, data_time: 0.001, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7992, loss_cls: 1.8045, loss: 1.8045, grad_norm: 5.2396 2021-06-16 15:29:53,663 - mmaction - INFO - Epoch [11][200/3757] lr: 1.000e-02, eta: 2 days, 4:21:58, time: 1.110, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.7922, loss_cls: 1.7751, loss: 1.7751, grad_norm: 5.0454 2021-06-16 15:30:16,180 - mmaction - INFO - Epoch [11][220/3757] lr: 1.000e-02, eta: 2 days, 4:21:23, time: 1.128, data_time: 0.055, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7906, loss_cls: 1.9065, loss: 1.9065, grad_norm: 5.1976 2021-06-16 15:30:39,270 - mmaction - INFO - Epoch [11][240/3757] lr: 1.000e-02, eta: 2 days, 4:20:50, time: 1.155, data_time: 0.183, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7906, loss_cls: 1.8345, loss: 1.8345, grad_norm: 5.0543 2021-06-16 15:31:01,787 - mmaction - INFO - Epoch [11][260/3757] lr: 1.000e-02, eta: 2 days, 4:20:15, time: 1.127, data_time: 0.183, memory: 7080, top1_acc: 0.5742, top5_acc: 0.7953, loss_cls: 1.8626, loss: 1.8626, grad_norm: 5.3667 2021-06-16 15:31:25,768 - mmaction - INFO - Epoch [11][280/3757] lr: 1.000e-02, eta: 2 days, 4:19:45, time: 1.199, data_time: 0.177, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8141, loss_cls: 1.7150, loss: 1.7150, grad_norm: 5.1247 2021-06-16 15:31:48,341 - mmaction - INFO - Epoch [11][300/3757] lr: 1.000e-02, eta: 2 days, 4:19:10, time: 1.129, data_time: 0.065, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8016, loss_cls: 1.7478, loss: 1.7478, grad_norm: 5.3200 2021-06-16 15:32:12,437 - mmaction - INFO - Epoch [11][320/3757] lr: 1.000e-02, eta: 2 days, 4:18:41, time: 1.205, data_time: 0.001, memory: 7080, top1_acc: 0.5664, top5_acc: 0.7953, loss_cls: 1.8476, loss: 1.8476, grad_norm: 5.4156 2021-06-16 15:32:35,942 - mmaction - INFO - Epoch [11][340/3757] lr: 1.000e-02, eta: 2 days, 4:18:09, time: 1.175, data_time: 0.001, memory: 7080, top1_acc: 0.5586, top5_acc: 0.8063, loss_cls: 1.8444, loss: 1.8444, grad_norm: 5.4256 2021-06-16 15:32:57,456 - mmaction - INFO - Epoch [11][360/3757] lr: 1.000e-02, eta: 2 days, 4:17:30, time: 1.075, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8125, loss_cls: 1.7886, loss: 1.7886, grad_norm: 5.2895 2021-06-16 15:33:20,704 - mmaction - INFO - Epoch [11][380/3757] lr: 1.000e-02, eta: 2 days, 4:16:57, time: 1.162, data_time: 0.113, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7891, loss_cls: 1.8577, loss: 1.8577, grad_norm: 5.2809 2021-06-16 15:33:42,981 - mmaction - INFO - Epoch [11][400/3757] lr: 1.000e-02, eta: 2 days, 4:16:21, time: 1.114, data_time: 0.288, memory: 7080, top1_acc: 0.5617, top5_acc: 0.7984, loss_cls: 1.8243, loss: 1.8243, grad_norm: 5.3595 2021-06-16 15:34:04,318 - mmaction - INFO - Epoch [11][420/3757] lr: 1.000e-02, eta: 2 days, 4:15:41, time: 1.067, data_time: 0.268, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7977, loss_cls: 1.8625, loss: 1.8625, grad_norm: 5.3336 2021-06-16 15:34:29,237 - mmaction - INFO - Epoch [11][440/3757] lr: 1.000e-02, eta: 2 days, 4:15:15, time: 1.247, data_time: 0.224, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7977, loss_cls: 1.8378, loss: 1.8378, grad_norm: 5.3110 2021-06-16 15:34:53,091 - mmaction - INFO - Epoch [11][460/3757] lr: 1.000e-02, eta: 2 days, 4:14:45, time: 1.193, data_time: 0.225, memory: 7080, top1_acc: 0.5344, top5_acc: 0.8000, loss_cls: 1.9225, loss: 1.9225, grad_norm: 5.4557 2021-06-16 15:35:14,269 - mmaction - INFO - Epoch [11][480/3757] lr: 1.000e-02, eta: 2 days, 4:14:04, time: 1.057, data_time: 0.084, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8258, loss_cls: 1.6705, loss: 1.6705, grad_norm: 5.0164 2021-06-16 15:35:38,220 - mmaction - INFO - Epoch [11][500/3757] lr: 1.000e-02, eta: 2 days, 4:13:35, time: 1.199, data_time: 0.037, memory: 7080, top1_acc: 0.5703, top5_acc: 0.7969, loss_cls: 1.7968, loss: 1.7968, grad_norm: 5.3217 2021-06-16 15:36:00,168 - mmaction - INFO - Epoch [11][520/3757] lr: 1.000e-02, eta: 2 days, 4:12:57, time: 1.098, data_time: 0.002, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7953, loss_cls: 1.8502, loss: 1.8502, grad_norm: 5.3282 2021-06-16 15:36:23,384 - mmaction - INFO - Epoch [11][540/3757] lr: 1.000e-02, eta: 2 days, 4:12:25, time: 1.160, data_time: 0.008, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7766, loss_cls: 1.8806, loss: 1.8806, grad_norm: 5.1956 2021-06-16 15:36:45,856 - mmaction - INFO - Epoch [11][560/3757] lr: 1.000e-02, eta: 2 days, 4:11:49, time: 1.124, data_time: 0.062, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8086, loss_cls: 1.7818, loss: 1.7818, grad_norm: 5.2168 2021-06-16 15:37:08,880 - mmaction - INFO - Epoch [11][580/3757] lr: 1.000e-02, eta: 2 days, 4:11:16, time: 1.151, data_time: 0.178, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7977, loss_cls: 1.8273, loss: 1.8273, grad_norm: 5.3275 2021-06-16 15:37:31,798 - mmaction - INFO - Epoch [11][600/3757] lr: 1.000e-02, eta: 2 days, 4:10:42, time: 1.145, data_time: 0.002, memory: 7080, top1_acc: 0.5703, top5_acc: 0.7977, loss_cls: 1.8106, loss: 1.8106, grad_norm: 5.2159 2021-06-16 15:37:53,080 - mmaction - INFO - Epoch [11][620/3757] lr: 1.000e-02, eta: 2 days, 4:10:02, time: 1.065, data_time: 0.101, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8125, loss_cls: 1.7537, loss: 1.7537, grad_norm: 5.1896 2021-06-16 15:38:15,965 - mmaction - INFO - Epoch [11][640/3757] lr: 1.000e-02, eta: 2 days, 4:09:29, time: 1.144, data_time: 0.146, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8094, loss_cls: 1.7572, loss: 1.7572, grad_norm: 5.2471 2021-06-16 15:38:38,292 - mmaction - INFO - Epoch [11][660/3757] lr: 1.000e-02, eta: 2 days, 4:08:53, time: 1.116, data_time: 0.146, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7891, loss_cls: 1.8472, loss: 1.8472, grad_norm: 5.3872 2021-06-16 15:39:01,149 - mmaction - INFO - Epoch [11][680/3757] lr: 1.000e-02, eta: 2 days, 4:08:19, time: 1.143, data_time: 0.116, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7969, loss_cls: 1.8379, loss: 1.8379, grad_norm: 5.4231 2021-06-16 15:39:24,742 - mmaction - INFO - Epoch [11][700/3757] lr: 1.000e-02, eta: 2 days, 4:07:48, time: 1.179, data_time: 0.108, memory: 7080, top1_acc: 0.5422, top5_acc: 0.8008, loss_cls: 1.8463, loss: 1.8463, grad_norm: 5.4389 2021-06-16 15:39:48,313 - mmaction - INFO - Epoch [11][720/3757] lr: 1.000e-02, eta: 2 days, 4:07:17, time: 1.178, data_time: 0.139, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8023, loss_cls: 1.8020, loss: 1.8020, grad_norm: 5.1190 2021-06-16 15:40:09,922 - mmaction - INFO - Epoch [11][740/3757] lr: 1.000e-02, eta: 2 days, 4:06:38, time: 1.080, data_time: 0.058, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8148, loss_cls: 1.7202, loss: 1.7202, grad_norm: 5.2517 2021-06-16 15:40:33,279 - mmaction - INFO - Epoch [11][760/3757] lr: 1.000e-02, eta: 2 days, 4:06:06, time: 1.168, data_time: 0.096, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7945, loss_cls: 1.8645, loss: 1.8645, grad_norm: 5.3320 2021-06-16 15:40:55,683 - mmaction - INFO - Epoch [11][780/3757] lr: 1.000e-02, eta: 2 days, 4:05:31, time: 1.121, data_time: 0.024, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7961, loss_cls: 1.8643, loss: 1.8643, grad_norm: 5.3469 2021-06-16 15:41:19,672 - mmaction - INFO - Epoch [11][800/3757] lr: 1.000e-02, eta: 2 days, 4:05:01, time: 1.199, data_time: 0.001, memory: 7080, top1_acc: 0.5273, top5_acc: 0.8000, loss_cls: 1.8271, loss: 1.8271, grad_norm: 5.3120 2021-06-16 15:41:40,969 - mmaction - INFO - Epoch [11][820/3757] lr: 1.000e-02, eta: 2 days, 4:04:21, time: 1.064, data_time: 0.003, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7742, loss_cls: 1.8659, loss: 1.8659, grad_norm: 5.1989 2021-06-16 15:42:04,075 - mmaction - INFO - Epoch [11][840/3757] lr: 1.000e-02, eta: 2 days, 4:03:49, time: 1.155, data_time: 0.036, memory: 7080, top1_acc: 0.5617, top5_acc: 0.7930, loss_cls: 1.8211, loss: 1.8211, grad_norm: 5.2030 2021-06-16 15:42:26,591 - mmaction - INFO - Epoch [11][860/3757] lr: 1.000e-02, eta: 2 days, 4:03:14, time: 1.128, data_time: 0.148, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7945, loss_cls: 1.8493, loss: 1.8493, grad_norm: 5.1971 2021-06-16 15:42:49,100 - mmaction - INFO - Epoch [11][880/3757] lr: 1.000e-02, eta: 2 days, 4:02:39, time: 1.126, data_time: 0.072, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8187, loss_cls: 1.7165, loss: 1.7165, grad_norm: 5.2375 2021-06-16 15:43:12,495 - mmaction - INFO - Epoch [11][900/3757] lr: 1.000e-02, eta: 2 days, 4:02:07, time: 1.169, data_time: 0.102, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8047, loss_cls: 1.7450, loss: 1.7450, grad_norm: 5.2623 2021-06-16 15:43:35,629 - mmaction - INFO - Epoch [11][920/3757] lr: 1.000e-02, eta: 2 days, 4:01:34, time: 1.157, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8016, loss_cls: 1.7660, loss: 1.7660, grad_norm: 5.1219 2021-06-16 15:43:57,389 - mmaction - INFO - Epoch [11][940/3757] lr: 1.000e-02, eta: 2 days, 4:00:56, time: 1.088, data_time: 0.003, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8141, loss_cls: 1.7950, loss: 1.7950, grad_norm: 5.2239 2021-06-16 15:44:20,781 - mmaction - INFO - Epoch [11][960/3757] lr: 1.000e-02, eta: 2 days, 4:00:25, time: 1.170, data_time: 0.024, memory: 7080, top1_acc: 0.5258, top5_acc: 0.7805, loss_cls: 1.9104, loss: 1.9104, grad_norm: 5.3657 2021-06-16 15:44:42,308 - mmaction - INFO - Epoch [11][980/3757] lr: 1.000e-02, eta: 2 days, 3:59:46, time: 1.074, data_time: 0.134, memory: 7080, top1_acc: 0.5664, top5_acc: 0.7930, loss_cls: 1.8451, loss: 1.8451, grad_norm: 5.3243 2021-06-16 15:45:04,543 - mmaction - INFO - Epoch [11][1000/3757] lr: 1.000e-02, eta: 2 days, 3:59:10, time: 1.114, data_time: 0.091, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8172, loss_cls: 1.7903, loss: 1.7903, grad_norm: 5.3946 2021-06-16 15:45:29,435 - mmaction - INFO - Epoch [11][1020/3757] lr: 1.000e-02, eta: 2 days, 3:58:44, time: 1.245, data_time: 0.010, memory: 7080, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.8171, loss: 1.8171, grad_norm: 5.3491 2021-06-16 15:45:50,803 - mmaction - INFO - Epoch [11][1040/3757] lr: 1.000e-02, eta: 2 days, 3:58:05, time: 1.067, data_time: 0.001, memory: 7080, top1_acc: 0.5672, top5_acc: 0.7898, loss_cls: 1.8072, loss: 1.8072, grad_norm: 5.1930 2021-06-16 15:46:13,431 - mmaction - INFO - Epoch [11][1060/3757] lr: 1.000e-02, eta: 2 days, 3:57:30, time: 1.133, data_time: 0.054, memory: 7080, top1_acc: 0.5680, top5_acc: 0.7852, loss_cls: 1.8301, loss: 1.8301, grad_norm: 5.3914 2021-06-16 15:46:36,654 - mmaction - INFO - Epoch [11][1080/3757] lr: 1.000e-02, eta: 2 days, 3:56:58, time: 1.161, data_time: 0.120, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7820, loss_cls: 1.8974, loss: 1.8974, grad_norm: 5.3528 2021-06-16 15:46:59,984 - mmaction - INFO - Epoch [11][1100/3757] lr: 1.000e-02, eta: 2 days, 3:56:26, time: 1.166, data_time: 0.167, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7820, loss_cls: 1.9459, loss: 1.9459, grad_norm: 5.4580 2021-06-16 15:47:23,096 - mmaction - INFO - Epoch [11][1120/3757] lr: 1.000e-02, eta: 2 days, 3:55:54, time: 1.156, data_time: 0.337, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7766, loss_cls: 1.9342, loss: 1.9342, grad_norm: 5.5064 2021-06-16 15:47:45,384 - mmaction - INFO - Epoch [11][1140/3757] lr: 1.000e-02, eta: 2 days, 3:55:18, time: 1.114, data_time: 0.136, memory: 7080, top1_acc: 0.5641, top5_acc: 0.8078, loss_cls: 1.8088, loss: 1.8088, grad_norm: 5.2757 2021-06-16 15:48:08,307 - mmaction - INFO - Epoch [11][1160/3757] lr: 1.000e-02, eta: 2 days, 3:54:44, time: 1.142, data_time: 0.055, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7984, loss_cls: 1.8581, loss: 1.8581, grad_norm: 5.2915 2021-06-16 15:48:32,045 - mmaction - INFO - Epoch [11][1180/3757] lr: 1.000e-02, eta: 2 days, 3:54:14, time: 1.190, data_time: 0.005, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.8483, loss: 1.8483, grad_norm: 5.2620 2021-06-16 15:48:54,492 - mmaction - INFO - Epoch [11][1200/3757] lr: 1.000e-02, eta: 2 days, 3:53:39, time: 1.123, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.7875, loss_cls: 1.8118, loss: 1.8118, grad_norm: 5.0933 2021-06-16 15:49:16,004 - mmaction - INFO - Epoch [11][1220/3757] lr: 1.000e-02, eta: 2 days, 3:53:00, time: 1.074, data_time: 0.053, memory: 7080, top1_acc: 0.5414, top5_acc: 0.7922, loss_cls: 1.8841, loss: 1.8841, grad_norm: 5.1875 2021-06-16 15:49:38,803 - mmaction - INFO - Epoch [11][1240/3757] lr: 1.000e-02, eta: 2 days, 3:52:27, time: 1.142, data_time: 0.071, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7914, loss_cls: 1.8908, loss: 1.8908, grad_norm: 5.4896 2021-06-16 15:50:01,655 - mmaction - INFO - Epoch [11][1260/3757] lr: 1.000e-02, eta: 2 days, 3:51:53, time: 1.142, data_time: 0.038, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7812, loss_cls: 1.9580, loss: 1.9580, grad_norm: 5.3265 2021-06-16 15:50:24,528 - mmaction - INFO - Epoch [11][1280/3757] lr: 1.000e-02, eta: 2 days, 3:51:19, time: 1.141, data_time: 0.126, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8039, loss_cls: 1.7754, loss: 1.7754, grad_norm: 5.0386 2021-06-16 15:50:48,106 - mmaction - INFO - Epoch [11][1300/3757] lr: 1.000e-02, eta: 2 days, 3:50:49, time: 1.183, data_time: 0.083, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7953, loss_cls: 1.8501, loss: 1.8501, grad_norm: 5.3568 2021-06-16 15:51:09,404 - mmaction - INFO - Epoch [11][1320/3757] lr: 1.000e-02, eta: 2 days, 3:50:09, time: 1.059, data_time: 0.031, memory: 7080, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.8154, loss: 1.8154, grad_norm: 5.2489 2021-06-16 15:51:31,506 - mmaction - INFO - Epoch [11][1340/3757] lr: 1.000e-02, eta: 2 days, 3:49:33, time: 1.110, data_time: 0.175, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8078, loss_cls: 1.7417, loss: 1.7417, grad_norm: 5.1420 2021-06-16 15:51:54,797 - mmaction - INFO - Epoch [11][1360/3757] lr: 1.000e-02, eta: 2 days, 3:49:01, time: 1.166, data_time: 0.124, memory: 7080, top1_acc: 0.5750, top5_acc: 0.7984, loss_cls: 1.8390, loss: 1.8390, grad_norm: 5.1842 2021-06-16 15:52:17,406 - mmaction - INFO - Epoch [11][1380/3757] lr: 1.000e-02, eta: 2 days, 3:48:27, time: 1.131, data_time: 0.274, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7844, loss_cls: 1.8911, loss: 1.8911, grad_norm: 5.2313 2021-06-16 15:52:39,561 - mmaction - INFO - Epoch [11][1400/3757] lr: 1.000e-02, eta: 2 days, 3:47:51, time: 1.107, data_time: 0.196, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7867, loss_cls: 1.8131, loss: 1.8131, grad_norm: 5.3059 2021-06-16 15:53:02,336 - mmaction - INFO - Epoch [11][1420/3757] lr: 1.000e-02, eta: 2 days, 3:47:17, time: 1.136, data_time: 0.142, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7734, loss_cls: 1.9214, loss: 1.9214, grad_norm: 5.3096 2021-06-16 15:53:25,122 - mmaction - INFO - Epoch [11][1440/3757] lr: 1.000e-02, eta: 2 days, 3:46:44, time: 1.143, data_time: 0.167, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7945, loss_cls: 1.9095, loss: 1.9095, grad_norm: 5.5837 2021-06-16 15:53:47,200 - mmaction - INFO - Epoch [11][1460/3757] lr: 1.000e-02, eta: 2 days, 3:46:07, time: 1.104, data_time: 0.207, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7906, loss_cls: 1.8582, loss: 1.8582, grad_norm: 5.3623 2021-06-16 15:54:10,698 - mmaction - INFO - Epoch [11][1480/3757] lr: 1.000e-02, eta: 2 days, 3:45:36, time: 1.175, data_time: 0.043, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8070, loss_cls: 1.7590, loss: 1.7590, grad_norm: 5.3286 2021-06-16 15:54:33,118 - mmaction - INFO - Epoch [11][1500/3757] lr: 1.000e-02, eta: 2 days, 3:45:01, time: 1.120, data_time: 0.029, memory: 7080, top1_acc: 0.5773, top5_acc: 0.7953, loss_cls: 1.8323, loss: 1.8323, grad_norm: 5.2776 2021-06-16 15:54:56,512 - mmaction - INFO - Epoch [11][1520/3757] lr: 1.000e-02, eta: 2 days, 3:44:30, time: 1.170, data_time: 0.041, memory: 7080, top1_acc: 0.5648, top5_acc: 0.7898, loss_cls: 1.8505, loss: 1.8505, grad_norm: 5.3938 2021-06-16 15:55:19,337 - mmaction - INFO - Epoch [11][1540/3757] lr: 1.000e-02, eta: 2 days, 3:43:56, time: 1.141, data_time: 0.285, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7961, loss_cls: 1.8374, loss: 1.8374, grad_norm: 5.2867 2021-06-16 15:55:40,962 - mmaction - INFO - Epoch [11][1560/3757] lr: 1.000e-02, eta: 2 days, 3:43:18, time: 1.075, data_time: 0.339, memory: 7080, top1_acc: 0.5594, top5_acc: 0.8000, loss_cls: 1.8526, loss: 1.8526, grad_norm: 5.2967 2021-06-16 15:56:04,641 - mmaction - INFO - Epoch [11][1580/3757] lr: 1.000e-02, eta: 2 days, 3:42:48, time: 1.185, data_time: 0.192, memory: 7080, top1_acc: 0.5641, top5_acc: 0.7914, loss_cls: 1.8540, loss: 1.8540, grad_norm: 5.2000 2021-06-16 15:56:27,755 - mmaction - INFO - Epoch [11][1600/3757] lr: 1.000e-02, eta: 2 days, 3:42:16, time: 1.161, data_time: 0.216, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.8640, loss: 1.8640, grad_norm: 5.1472 2021-06-16 15:56:50,347 - mmaction - INFO - Epoch [11][1620/3757] lr: 1.000e-02, eta: 2 days, 3:41:41, time: 1.130, data_time: 0.178, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8141, loss_cls: 1.7601, loss: 1.7601, grad_norm: 5.0205 2021-06-16 15:57:14,128 - mmaction - INFO - Epoch [11][1640/3757] lr: 1.000e-02, eta: 2 days, 3:41:12, time: 1.189, data_time: 0.130, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8047, loss_cls: 1.7973, loss: 1.7973, grad_norm: 5.2011 2021-06-16 15:57:36,102 - mmaction - INFO - Epoch [11][1660/3757] lr: 1.000e-02, eta: 2 days, 3:40:35, time: 1.099, data_time: 0.054, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7750, loss_cls: 1.9201, loss: 1.9201, grad_norm: 5.3283 2021-06-16 15:57:58,437 - mmaction - INFO - Epoch [11][1680/3757] lr: 1.000e-02, eta: 2 days, 3:40:00, time: 1.117, data_time: 0.024, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7914, loss_cls: 1.8579, loss: 1.8579, grad_norm: 5.1492 2021-06-16 15:58:22,081 - mmaction - INFO - Epoch [11][1700/3757] lr: 1.000e-02, eta: 2 days, 3:39:29, time: 1.181, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.7953, loss_cls: 1.8532, loss: 1.8532, grad_norm: 5.0431 2021-06-16 15:58:44,512 - mmaction - INFO - Epoch [11][1720/3757] lr: 1.000e-02, eta: 2 days, 3:38:54, time: 1.122, data_time: 0.004, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8055, loss_cls: 1.7978, loss: 1.7978, grad_norm: 5.1638 2021-06-16 15:59:07,409 - mmaction - INFO - Epoch [11][1740/3757] lr: 1.000e-02, eta: 2 days, 3:38:21, time: 1.146, data_time: 0.003, memory: 7080, top1_acc: 0.5531, top5_acc: 0.8039, loss_cls: 1.8611, loss: 1.8611, grad_norm: 5.4910 2021-06-16 15:59:29,687 - mmaction - INFO - Epoch [11][1760/3757] lr: 1.000e-02, eta: 2 days, 3:37:46, time: 1.114, data_time: 0.002, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7984, loss_cls: 1.9143, loss: 1.9143, grad_norm: 5.3639 2021-06-16 15:59:53,193 - mmaction - INFO - Epoch [11][1780/3757] lr: 1.000e-02, eta: 2 days, 3:37:15, time: 1.174, data_time: 0.007, memory: 7080, top1_acc: 0.5836, top5_acc: 0.7961, loss_cls: 1.8343, loss: 1.8343, grad_norm: 5.2389 2021-06-16 16:00:17,773 - mmaction - INFO - Epoch [11][1800/3757] lr: 1.000e-02, eta: 2 days, 3:36:48, time: 1.224, data_time: 0.144, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8023, loss_cls: 1.7952, loss: 1.7952, grad_norm: 5.2472 2021-06-16 16:00:38,437 - mmaction - INFO - Epoch [11][1820/3757] lr: 1.000e-02, eta: 2 days, 3:36:07, time: 1.039, data_time: 0.007, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8070, loss_cls: 1.6915, loss: 1.6915, grad_norm: 5.1462 2021-06-16 16:01:01,321 - mmaction - INFO - Epoch [11][1840/3757] lr: 1.000e-02, eta: 2 days, 3:35:34, time: 1.145, data_time: 0.150, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8219, loss_cls: 1.7381, loss: 1.7381, grad_norm: 5.2302 2021-06-16 16:01:24,420 - mmaction - INFO - Epoch [11][1860/3757] lr: 1.000e-02, eta: 2 days, 3:35:02, time: 1.154, data_time: 0.135, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7695, loss_cls: 1.9234, loss: 1.9234, grad_norm: 5.3163 2021-06-16 16:01:47,658 - mmaction - INFO - Epoch [11][1880/3757] lr: 1.000e-02, eta: 2 days, 3:34:30, time: 1.162, data_time: 0.240, memory: 7080, top1_acc: 0.5617, top5_acc: 0.7836, loss_cls: 1.8899, loss: 1.8899, grad_norm: 5.0802 2021-06-16 16:02:10,309 - mmaction - INFO - Epoch [11][1900/3757] lr: 1.000e-02, eta: 2 days, 3:33:56, time: 1.133, data_time: 0.039, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.8603, loss: 1.8603, grad_norm: 5.3460 2021-06-16 16:02:33,569 - mmaction - INFO - Epoch [11][1920/3757] lr: 1.000e-02, eta: 2 days, 3:33:24, time: 1.163, data_time: 0.225, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7953, loss_cls: 1.8314, loss: 1.8314, grad_norm: 5.2056 2021-06-16 16:02:56,894 - mmaction - INFO - Epoch [11][1940/3757] lr: 1.000e-02, eta: 2 days, 3:32:53, time: 1.166, data_time: 0.035, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8070, loss_cls: 1.8278, loss: 1.8278, grad_norm: 5.1760 2021-06-16 16:03:18,044 - mmaction - INFO - Epoch [11][1960/3757] lr: 1.000e-02, eta: 2 days, 3:32:13, time: 1.057, data_time: 0.125, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7922, loss_cls: 1.8689, loss: 1.8689, grad_norm: 5.2620 2021-06-16 16:03:40,938 - mmaction - INFO - Epoch [11][1980/3757] lr: 1.000e-02, eta: 2 days, 3:31:40, time: 1.145, data_time: 0.200, memory: 7080, top1_acc: 0.5617, top5_acc: 0.7922, loss_cls: 1.8647, loss: 1.8647, grad_norm: 5.2399 2021-06-16 16:04:02,476 - mmaction - INFO - Epoch [11][2000/3757] lr: 1.000e-02, eta: 2 days, 3:31:02, time: 1.076, data_time: 0.265, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8094, loss_cls: 1.7904, loss: 1.7904, grad_norm: 5.2316 2021-06-16 16:04:25,788 - mmaction - INFO - Epoch [11][2020/3757] lr: 1.000e-02, eta: 2 days, 3:30:31, time: 1.167, data_time: 0.423, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7961, loss_cls: 1.8224, loss: 1.8224, grad_norm: 5.2408 2021-06-16 16:04:49,212 - mmaction - INFO - Epoch [11][2040/3757] lr: 1.000e-02, eta: 2 days, 3:30:00, time: 1.171, data_time: 0.275, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8086, loss_cls: 1.8485, loss: 1.8485, grad_norm: 5.4606 2021-06-16 16:05:11,306 - mmaction - INFO - Epoch [11][2060/3757] lr: 1.000e-02, eta: 2 days, 3:29:24, time: 1.102, data_time: 0.075, memory: 7080, top1_acc: 0.5289, top5_acc: 0.7797, loss_cls: 1.9855, loss: 1.9855, grad_norm: 5.4454 2021-06-16 16:05:34,182 - mmaction - INFO - Epoch [11][2080/3757] lr: 1.000e-02, eta: 2 days, 3:28:51, time: 1.146, data_time: 0.005, memory: 7080, top1_acc: 0.5477, top5_acc: 0.8117, loss_cls: 1.7970, loss: 1.7970, grad_norm: 5.2014 2021-06-16 16:05:56,699 - mmaction - INFO - Epoch [11][2100/3757] lr: 1.000e-02, eta: 2 days, 3:28:17, time: 1.126, data_time: 0.004, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7953, loss_cls: 1.8756, loss: 1.8756, grad_norm: 5.3085 2021-06-16 16:06:18,710 - mmaction - INFO - Epoch [11][2120/3757] lr: 1.000e-02, eta: 2 days, 3:27:41, time: 1.100, data_time: 0.059, memory: 7080, top1_acc: 0.5570, top5_acc: 0.8023, loss_cls: 1.8427, loss: 1.8427, grad_norm: 5.2080 2021-06-16 16:06:39,864 - mmaction - INFO - Epoch [11][2140/3757] lr: 1.000e-02, eta: 2 days, 3:27:01, time: 1.058, data_time: 0.072, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7977, loss_cls: 1.8507, loss: 1.8507, grad_norm: 5.3335 2021-06-16 16:07:02,718 - mmaction - INFO - Epoch [11][2160/3757] lr: 1.000e-02, eta: 2 days, 3:26:28, time: 1.142, data_time: 0.201, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.7810, loss: 1.7810, grad_norm: 5.1469 2021-06-16 16:07:25,398 - mmaction - INFO - Epoch [11][2180/3757] lr: 1.000e-02, eta: 2 days, 3:25:55, time: 1.134, data_time: 0.043, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7758, loss_cls: 1.9456, loss: 1.9456, grad_norm: 5.3084 2021-06-16 16:07:48,713 - mmaction - INFO - Epoch [11][2200/3757] lr: 1.000e-02, eta: 2 days, 3:25:23, time: 1.166, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8016, loss_cls: 1.7895, loss: 1.7895, grad_norm: 5.3011 2021-06-16 16:08:11,055 - mmaction - INFO - Epoch [11][2220/3757] lr: 1.000e-02, eta: 2 days, 3:24:48, time: 1.117, data_time: 0.001, memory: 7080, top1_acc: 0.5797, top5_acc: 0.7992, loss_cls: 1.7682, loss: 1.7682, grad_norm: 4.9771 2021-06-16 16:08:34,496 - mmaction - INFO - Epoch [11][2240/3757] lr: 1.000e-02, eta: 2 days, 3:24:18, time: 1.172, data_time: 0.002, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8141, loss_cls: 1.7189, loss: 1.7189, grad_norm: 5.1656 2021-06-16 16:08:56,656 - mmaction - INFO - Epoch [11][2260/3757] lr: 1.000e-02, eta: 2 days, 3:23:42, time: 1.108, data_time: 0.001, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8047, loss_cls: 1.8004, loss: 1.8004, grad_norm: 5.1456 2021-06-16 16:09:19,838 - mmaction - INFO - Epoch [11][2280/3757] lr: 1.000e-02, eta: 2 days, 3:23:10, time: 1.157, data_time: 0.184, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8094, loss_cls: 1.7583, loss: 1.7583, grad_norm: 5.1796 2021-06-16 16:09:41,913 - mmaction - INFO - Epoch [11][2300/3757] lr: 1.000e-02, eta: 2 days, 3:22:34, time: 1.106, data_time: 0.122, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8078, loss_cls: 1.7750, loss: 1.7750, grad_norm: 5.3812 2021-06-16 16:10:04,568 - mmaction - INFO - Epoch [11][2320/3757] lr: 1.000e-02, eta: 2 days, 3:22:01, time: 1.132, data_time: 0.089, memory: 7080, top1_acc: 0.5312, top5_acc: 0.8008, loss_cls: 1.8998, loss: 1.8998, grad_norm: 5.6003 2021-06-16 16:10:27,694 - mmaction - INFO - Epoch [11][2340/3757] lr: 1.000e-02, eta: 2 days, 3:21:29, time: 1.157, data_time: 0.147, memory: 7080, top1_acc: 0.5195, top5_acc: 0.7695, loss_cls: 1.9846, loss: 1.9846, grad_norm: 5.3778 2021-06-16 16:10:51,044 - mmaction - INFO - Epoch [11][2360/3757] lr: 1.000e-02, eta: 2 days, 3:20:57, time: 1.165, data_time: 0.001, memory: 7080, top1_acc: 0.5641, top5_acc: 0.8039, loss_cls: 1.8366, loss: 1.8366, grad_norm: 5.1140 2021-06-16 16:11:12,772 - mmaction - INFO - Epoch [11][2380/3757] lr: 1.000e-02, eta: 2 days, 3:20:20, time: 1.086, data_time: 0.108, memory: 7080, top1_acc: 0.5477, top5_acc: 0.8039, loss_cls: 1.7905, loss: 1.7905, grad_norm: 5.3175 2021-06-16 16:11:35,781 - mmaction - INFO - Epoch [11][2400/3757] lr: 1.000e-02, eta: 2 days, 3:19:48, time: 1.153, data_time: 0.082, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7891, loss_cls: 1.9048, loss: 1.9048, grad_norm: 5.3945 2021-06-16 16:11:57,990 - mmaction - INFO - Epoch [11][2420/3757] lr: 1.000e-02, eta: 2 days, 3:19:13, time: 1.110, data_time: 0.111, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8078, loss_cls: 1.7541, loss: 1.7541, grad_norm: 5.1392 2021-06-16 16:12:21,293 - mmaction - INFO - Epoch [11][2440/3757] lr: 1.000e-02, eta: 2 days, 3:18:42, time: 1.164, data_time: 0.026, memory: 7080, top1_acc: 0.5617, top5_acc: 0.7875, loss_cls: 1.8408, loss: 1.8408, grad_norm: 5.2314 2021-06-16 16:12:43,780 - mmaction - INFO - Epoch [11][2460/3757] lr: 1.000e-02, eta: 2 days, 3:18:07, time: 1.126, data_time: 0.216, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7727, loss_cls: 1.9437, loss: 1.9437, grad_norm: 5.3672 2021-06-16 16:13:06,939 - mmaction - INFO - Epoch [11][2480/3757] lr: 1.000e-02, eta: 2 days, 3:17:36, time: 1.158, data_time: 0.186, memory: 7080, top1_acc: 0.5492, top5_acc: 0.8094, loss_cls: 1.8217, loss: 1.8217, grad_norm: 5.2614 2021-06-16 16:13:29,834 - mmaction - INFO - Epoch [11][2500/3757] lr: 1.000e-02, eta: 2 days, 3:17:03, time: 1.145, data_time: 0.002, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7727, loss_cls: 1.9780, loss: 1.9780, grad_norm: 5.3343 2021-06-16 16:13:52,853 - mmaction - INFO - Epoch [11][2520/3757] lr: 1.000e-02, eta: 2 days, 3:16:31, time: 1.151, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8102, loss_cls: 1.8083, loss: 1.8083, grad_norm: 5.1076 2021-06-16 16:14:14,975 - mmaction - INFO - Epoch [11][2540/3757] lr: 1.000e-02, eta: 2 days, 3:15:55, time: 1.106, data_time: 0.030, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7953, loss_cls: 1.8417, loss: 1.8417, grad_norm: 5.1907 2021-06-16 16:14:38,886 - mmaction - INFO - Epoch [11][2560/3757] lr: 1.000e-02, eta: 2 days, 3:15:26, time: 1.195, data_time: 0.132, memory: 7080, top1_acc: 0.5547, top5_acc: 0.8141, loss_cls: 1.8061, loss: 1.8061, grad_norm: 5.3197 2021-06-16 16:15:00,904 - mmaction - INFO - Epoch [11][2580/3757] lr: 1.000e-02, eta: 2 days, 3:14:50, time: 1.102, data_time: 0.285, memory: 7080, top1_acc: 0.5672, top5_acc: 0.7852, loss_cls: 1.9049, loss: 1.9049, grad_norm: 5.4837 2021-06-16 16:15:23,577 - mmaction - INFO - Epoch [11][2600/3757] lr: 1.000e-02, eta: 2 days, 3:14:17, time: 1.134, data_time: 0.325, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8078, loss_cls: 1.8047, loss: 1.8047, grad_norm: 5.2868 2021-06-16 16:15:47,317 - mmaction - INFO - Epoch [11][2620/3757] lr: 1.000e-02, eta: 2 days, 3:13:47, time: 1.187, data_time: 0.410, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7883, loss_cls: 1.8967, loss: 1.8967, grad_norm: 5.2492 2021-06-16 16:16:09,626 - mmaction - INFO - Epoch [11][2640/3757] lr: 1.000e-02, eta: 2 days, 3:13:13, time: 1.115, data_time: 0.057, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8133, loss_cls: 1.7123, loss: 1.7123, grad_norm: 5.2699 2021-06-16 16:16:32,398 - mmaction - INFO - Epoch [11][2660/3757] lr: 1.000e-02, eta: 2 days, 3:12:39, time: 1.138, data_time: 0.084, memory: 7080, top1_acc: 0.5492, top5_acc: 0.8031, loss_cls: 1.8281, loss: 1.8281, grad_norm: 5.4812 2021-06-16 16:16:56,199 - mmaction - INFO - Epoch [11][2680/3757] lr: 1.000e-02, eta: 2 days, 3:12:10, time: 1.191, data_time: 0.292, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7812, loss_cls: 1.9239, loss: 1.9239, grad_norm: 5.3046 2021-06-16 16:17:17,381 - mmaction - INFO - Epoch [11][2700/3757] lr: 1.000e-02, eta: 2 days, 3:11:31, time: 1.057, data_time: 0.200, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8094, loss_cls: 1.8448, loss: 1.8448, grad_norm: 5.3045 2021-06-16 16:17:40,499 - mmaction - INFO - Epoch [11][2720/3757] lr: 1.000e-02, eta: 2 days, 3:11:00, time: 1.158, data_time: 0.005, memory: 7080, top1_acc: 0.5648, top5_acc: 0.7852, loss_cls: 1.8795, loss: 1.8795, grad_norm: 5.2047 2021-06-16 16:18:03,403 - mmaction - INFO - Epoch [11][2740/3757] lr: 1.000e-02, eta: 2 days, 3:10:27, time: 1.141, data_time: 0.001, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8125, loss_cls: 1.7600, loss: 1.7600, grad_norm: 5.1319 2021-06-16 16:18:24,506 - mmaction - INFO - Epoch [11][2760/3757] lr: 1.000e-02, eta: 2 days, 3:09:48, time: 1.059, data_time: 0.007, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7984, loss_cls: 1.8411, loss: 1.8411, grad_norm: 5.3886 2021-06-16 16:18:47,687 - mmaction - INFO - Epoch [11][2780/3757] lr: 1.000e-02, eta: 2 days, 3:09:16, time: 1.160, data_time: 0.203, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7820, loss_cls: 1.8529, loss: 1.8529, grad_norm: 5.2963 2021-06-16 16:19:10,924 - mmaction - INFO - Epoch [11][2800/3757] lr: 1.000e-02, eta: 2 days, 3:08:45, time: 1.162, data_time: 0.238, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8133, loss_cls: 1.7587, loss: 1.7587, grad_norm: 5.2191 2021-06-16 16:19:33,341 - mmaction - INFO - Epoch [11][2820/3757] lr: 1.000e-02, eta: 2 days, 3:08:11, time: 1.121, data_time: 0.049, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7945, loss_cls: 1.8558, loss: 1.8558, grad_norm: 5.2756 2021-06-16 16:19:56,390 - mmaction - INFO - Epoch [11][2840/3757] lr: 1.000e-02, eta: 2 days, 3:07:39, time: 1.152, data_time: 0.003, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7695, loss_cls: 1.9574, loss: 1.9574, grad_norm: 5.3066 2021-06-16 16:20:19,746 - mmaction - INFO - Epoch [11][2860/3757] lr: 1.000e-02, eta: 2 days, 3:07:08, time: 1.168, data_time: 0.004, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7891, loss_cls: 1.9597, loss: 1.9597, grad_norm: 5.2955 2021-06-16 16:20:42,983 - mmaction - INFO - Epoch [11][2880/3757] lr: 1.000e-02, eta: 2 days, 3:06:37, time: 1.160, data_time: 0.003, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8031, loss_cls: 1.8127, loss: 1.8127, grad_norm: 5.1123 2021-06-16 16:21:05,331 - mmaction - INFO - Epoch [11][2900/3757] lr: 1.000e-02, eta: 2 days, 3:06:02, time: 1.118, data_time: 0.004, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7914, loss_cls: 1.9082, loss: 1.9082, grad_norm: 5.3220 2021-06-16 16:21:27,372 - mmaction - INFO - Epoch [11][2920/3757] lr: 1.000e-02, eta: 2 days, 3:05:27, time: 1.102, data_time: 0.002, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7922, loss_cls: 1.8309, loss: 1.8309, grad_norm: 5.1042 2021-06-16 16:21:51,532 - mmaction - INFO - Epoch [11][2940/3757] lr: 1.000e-02, eta: 2 days, 3:04:59, time: 1.209, data_time: 0.097, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7828, loss_cls: 1.8539, loss: 1.8539, grad_norm: 5.2569 2021-06-16 16:22:13,588 - mmaction - INFO - Epoch [11][2960/3757] lr: 1.000e-02, eta: 2 days, 3:04:23, time: 1.098, data_time: 0.345, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7961, loss_cls: 1.8079, loss: 1.8079, grad_norm: 5.2537 2021-06-16 16:22:35,551 - mmaction - INFO - Epoch [11][2980/3757] lr: 1.000e-02, eta: 2 days, 3:03:47, time: 1.103, data_time: 0.228, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8000, loss_cls: 1.8082, loss: 1.8082, grad_norm: 5.2564 2021-06-16 16:22:59,697 - mmaction - INFO - Epoch [11][3000/3757] lr: 1.000e-02, eta: 2 days, 3:03:19, time: 1.207, data_time: 0.382, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8008, loss_cls: 1.8266, loss: 1.8266, grad_norm: 5.2617 2021-06-16 16:23:21,415 - mmaction - INFO - Epoch [11][3020/3757] lr: 1.000e-02, eta: 2 days, 3:02:43, time: 1.086, data_time: 0.293, memory: 7080, top1_acc: 0.5367, top5_acc: 0.7750, loss_cls: 1.9271, loss: 1.9271, grad_norm: 5.3717 2021-06-16 16:23:43,247 - mmaction - INFO - Epoch [11][3040/3757] lr: 1.000e-02, eta: 2 days, 3:02:06, time: 1.089, data_time: 0.113, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7867, loss_cls: 1.8503, loss: 1.8503, grad_norm: 5.2958 2021-06-16 16:24:06,007 - mmaction - INFO - Epoch [11][3060/3757] lr: 1.000e-02, eta: 2 days, 3:01:33, time: 1.140, data_time: 0.148, memory: 7080, top1_acc: 0.5312, top5_acc: 0.7930, loss_cls: 1.8567, loss: 1.8567, grad_norm: 5.2770 2021-06-16 16:24:29,156 - mmaction - INFO - Epoch [11][3080/3757] lr: 1.000e-02, eta: 2 days, 3:01:02, time: 1.156, data_time: 0.225, memory: 7080, top1_acc: 0.5336, top5_acc: 0.7750, loss_cls: 1.9377, loss: 1.9377, grad_norm: 5.3864 2021-06-16 16:24:50,401 - mmaction - INFO - Epoch [11][3100/3757] lr: 1.000e-02, eta: 2 days, 3:00:23, time: 1.061, data_time: 0.012, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7820, loss_cls: 1.8827, loss: 1.8827, grad_norm: 5.3877 2021-06-16 16:25:13,171 - mmaction - INFO - Epoch [11][3120/3757] lr: 1.000e-02, eta: 2 days, 2:59:51, time: 1.142, data_time: 0.091, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7867, loss_cls: 1.8630, loss: 1.8630, grad_norm: 5.2484 2021-06-16 16:25:36,058 - mmaction - INFO - Epoch [11][3140/3757] lr: 1.000e-02, eta: 2 days, 2:59:18, time: 1.144, data_time: 0.094, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7766, loss_cls: 1.9515, loss: 1.9515, grad_norm: 5.4328 2021-06-16 16:25:58,504 - mmaction - INFO - Epoch [11][3160/3757] lr: 1.000e-02, eta: 2 days, 2:58:44, time: 1.119, data_time: 0.001, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7922, loss_cls: 1.8664, loss: 1.8664, grad_norm: 5.3466 2021-06-16 16:26:22,431 - mmaction - INFO - Epoch [11][3180/3757] lr: 1.000e-02, eta: 2 days, 2:58:16, time: 1.199, data_time: 0.195, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7898, loss_cls: 1.8801, loss: 1.8801, grad_norm: 5.4478 2021-06-16 16:26:44,584 - mmaction - INFO - Epoch [11][3200/3757] lr: 1.000e-02, eta: 2 days, 2:57:41, time: 1.108, data_time: 0.040, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8125, loss_cls: 1.8316, loss: 1.8316, grad_norm: 5.2291 2021-06-16 16:27:07,348 - mmaction - INFO - Epoch [11][3220/3757] lr: 1.000e-02, eta: 2 days, 2:57:08, time: 1.138, data_time: 0.002, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7852, loss_cls: 1.9236, loss: 1.9236, grad_norm: 5.3964 2021-06-16 16:27:30,331 - mmaction - INFO - Epoch [11][3240/3757] lr: 1.000e-02, eta: 2 days, 2:56:36, time: 1.148, data_time: 0.007, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7984, loss_cls: 1.8286, loss: 1.8286, grad_norm: 5.3782 2021-06-16 16:27:53,848 - mmaction - INFO - Epoch [11][3260/3757] lr: 1.000e-02, eta: 2 days, 2:56:06, time: 1.176, data_time: 0.243, memory: 7080, top1_acc: 0.5383, top5_acc: 0.7805, loss_cls: 1.9733, loss: 1.9733, grad_norm: 5.3867 2021-06-16 16:28:16,369 - mmaction - INFO - Epoch [11][3280/3757] lr: 1.000e-02, eta: 2 days, 2:55:32, time: 1.126, data_time: 0.002, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7906, loss_cls: 1.8901, loss: 1.8901, grad_norm: 5.3816 2021-06-16 16:28:39,097 - mmaction - INFO - Epoch [11][3300/3757] lr: 1.000e-02, eta: 2 days, 2:54:59, time: 1.136, data_time: 0.052, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7875, loss_cls: 1.8658, loss: 1.8658, grad_norm: 5.1666 2021-06-16 16:29:01,245 - mmaction - INFO - Epoch [11][3320/3757] lr: 1.000e-02, eta: 2 days, 2:54:24, time: 1.108, data_time: 0.082, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8047, loss_cls: 1.7758, loss: 1.7758, grad_norm: 5.1201 2021-06-16 16:29:23,943 - mmaction - INFO - Epoch [11][3340/3757] lr: 1.000e-02, eta: 2 days, 2:53:51, time: 1.129, data_time: 0.311, memory: 7080, top1_acc: 0.5641, top5_acc: 0.7797, loss_cls: 1.8666, loss: 1.8666, grad_norm: 5.3412 2021-06-16 16:29:46,602 - mmaction - INFO - Epoch [11][3360/3757] lr: 1.000e-02, eta: 2 days, 2:53:18, time: 1.139, data_time: 0.338, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7852, loss_cls: 1.8672, loss: 1.8672, grad_norm: 5.2835 2021-06-16 16:30:10,342 - mmaction - INFO - Epoch [11][3380/3757] lr: 1.000e-02, eta: 2 days, 2:52:49, time: 1.186, data_time: 0.352, memory: 7080, top1_acc: 0.5398, top5_acc: 0.8063, loss_cls: 1.8657, loss: 1.8657, grad_norm: 5.3776 2021-06-16 16:30:31,286 - mmaction - INFO - Epoch [11][3400/3757] lr: 1.000e-02, eta: 2 days, 2:52:10, time: 1.048, data_time: 0.105, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7922, loss_cls: 1.8852, loss: 1.8852, grad_norm: 5.3178 2021-06-16 16:30:54,188 - mmaction - INFO - Epoch [11][3420/3757] lr: 1.000e-02, eta: 2 days, 2:51:37, time: 1.144, data_time: 0.003, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7914, loss_cls: 1.8758, loss: 1.8758, grad_norm: 5.2322 2021-06-16 16:31:17,241 - mmaction - INFO - Epoch [11][3440/3757] lr: 1.000e-02, eta: 2 days, 2:51:06, time: 1.154, data_time: 0.100, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7797, loss_cls: 1.9371, loss: 1.9371, grad_norm: 5.3072 2021-06-16 16:31:40,271 - mmaction - INFO - Epoch [11][3460/3757] lr: 1.000e-02, eta: 2 days, 2:50:34, time: 1.151, data_time: 0.102, memory: 7080, top1_acc: 0.5617, top5_acc: 0.7961, loss_cls: 1.8083, loss: 1.8083, grad_norm: 5.1292 2021-06-16 16:32:02,949 - mmaction - INFO - Epoch [11][3480/3757] lr: 1.000e-02, eta: 2 days, 2:50:01, time: 1.132, data_time: 0.142, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7992, loss_cls: 1.8103, loss: 1.8103, grad_norm: 5.2338 2021-06-16 16:32:25,294 - mmaction - INFO - Epoch [11][3500/3757] lr: 1.000e-02, eta: 2 days, 2:49:27, time: 1.118, data_time: 0.200, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7969, loss_cls: 1.8780, loss: 1.8780, grad_norm: 5.4256 2021-06-16 16:32:48,537 - mmaction - INFO - Epoch [11][3520/3757] lr: 1.000e-02, eta: 2 days, 2:48:56, time: 1.164, data_time: 0.247, memory: 7080, top1_acc: 0.5695, top5_acc: 0.7953, loss_cls: 1.7856, loss: 1.7856, grad_norm: 5.3156 2021-06-16 16:33:11,748 - mmaction - INFO - Epoch [11][3540/3757] lr: 1.000e-02, eta: 2 days, 2:48:25, time: 1.160, data_time: 0.151, memory: 7080, top1_acc: 0.5531, top5_acc: 0.8039, loss_cls: 1.7891, loss: 1.7891, grad_norm: 5.1785 2021-06-16 16:33:33,540 - mmaction - INFO - Epoch [11][3560/3757] lr: 1.000e-02, eta: 2 days, 2:47:49, time: 1.090, data_time: 0.107, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7922, loss_cls: 1.8121, loss: 1.8121, grad_norm: 5.1321 2021-06-16 16:33:56,331 - mmaction - INFO - Epoch [11][3580/3757] lr: 1.000e-02, eta: 2 days, 2:47:16, time: 1.139, data_time: 0.122, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8039, loss_cls: 1.7911, loss: 1.7911, grad_norm: 5.2728 2021-06-16 16:34:18,617 - mmaction - INFO - Epoch [11][3600/3757] lr: 1.000e-02, eta: 2 days, 2:46:42, time: 1.114, data_time: 0.359, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7727, loss_cls: 1.9653, loss: 1.9653, grad_norm: 5.3835 2021-06-16 16:34:41,012 - mmaction - INFO - Epoch [11][3620/3757] lr: 1.000e-02, eta: 2 days, 2:46:08, time: 1.121, data_time: 0.149, memory: 7080, top1_acc: 0.5445, top5_acc: 0.8031, loss_cls: 1.8415, loss: 1.8415, grad_norm: 5.3343 2021-06-16 16:35:04,209 - mmaction - INFO - Epoch [11][3640/3757] lr: 1.000e-02, eta: 2 days, 2:45:37, time: 1.160, data_time: 0.228, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8133, loss_cls: 1.7127, loss: 1.7127, grad_norm: 5.0923 2021-06-16 16:35:26,978 - mmaction - INFO - Epoch [11][3660/3757] lr: 1.000e-02, eta: 2 days, 2:45:04, time: 1.135, data_time: 0.061, memory: 7080, top1_acc: 0.5398, top5_acc: 0.7891, loss_cls: 1.8932, loss: 1.8932, grad_norm: 5.4375 2021-06-16 16:35:50,074 - mmaction - INFO - Epoch [11][3680/3757] lr: 1.000e-02, eta: 2 days, 2:44:33, time: 1.158, data_time: 0.005, memory: 7080, top1_acc: 0.5773, top5_acc: 0.7852, loss_cls: 1.8417, loss: 1.8417, grad_norm: 5.1194 2021-06-16 16:36:12,588 - mmaction - INFO - Epoch [11][3700/3757] lr: 1.000e-02, eta: 2 days, 2:43:59, time: 1.126, data_time: 0.024, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8000, loss_cls: 1.8195, loss: 1.8195, grad_norm: 5.3051 2021-06-16 16:36:34,942 - mmaction - INFO - Epoch [11][3720/3757] lr: 1.000e-02, eta: 2 days, 2:43:25, time: 1.117, data_time: 0.006, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8031, loss_cls: 1.7682, loss: 1.7682, grad_norm: 5.2220 2021-06-16 16:36:58,052 - mmaction - INFO - Epoch [11][3740/3757] lr: 1.000e-02, eta: 2 days, 2:42:54, time: 1.153, data_time: 0.050, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8133, loss_cls: 1.7779, loss: 1.7779, grad_norm: 5.3815 2021-06-16 16:37:19,011 - mmaction - INFO - Saving checkpoint at 11 epochs 2021-06-16 16:45:00,758 - mmaction - INFO - Epoch [12][20/3757] lr: 1.000e-02, eta: 2 days, 3:06:37, time: 23.040, data_time: 22.066, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8055, loss_cls: 1.7787, loss: 1.7787, grad_norm: 5.0703 2021-06-16 16:45:22,745 - mmaction - INFO - Epoch [12][40/3757] lr: 1.000e-02, eta: 2 days, 3:06:01, time: 1.099, data_time: 0.290, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.7989, loss: 1.7989, grad_norm: 5.0124 2021-06-16 16:45:45,767 - mmaction - INFO - Epoch [12][60/3757] lr: 1.000e-02, eta: 2 days, 3:05:28, time: 1.152, data_time: 0.095, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8000, loss_cls: 1.7865, loss: 1.7865, grad_norm: 5.1039 2021-06-16 16:46:08,221 - mmaction - INFO - Epoch [12][80/3757] lr: 1.000e-02, eta: 2 days, 3:04:54, time: 1.121, data_time: 0.152, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7930, loss_cls: 1.8370, loss: 1.8370, grad_norm: 5.1053 2021-06-16 16:46:30,811 - mmaction - INFO - Epoch [12][100/3757] lr: 1.000e-02, eta: 2 days, 3:04:20, time: 1.132, data_time: 0.314, memory: 7080, top1_acc: 0.5563, top5_acc: 0.8078, loss_cls: 1.8214, loss: 1.8214, grad_norm: 5.1146 2021-06-16 16:46:53,895 - mmaction - INFO - Epoch [12][120/3757] lr: 1.000e-02, eta: 2 days, 3:03:47, time: 1.152, data_time: 0.187, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8133, loss_cls: 1.7234, loss: 1.7234, grad_norm: 5.3429 2021-06-16 16:47:16,090 - mmaction - INFO - Epoch [12][140/3757] lr: 1.000e-02, eta: 2 days, 3:03:12, time: 1.105, data_time: 0.115, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8078, loss_cls: 1.7523, loss: 1.7523, grad_norm: 5.3114 2021-06-16 16:47:39,613 - mmaction - INFO - Epoch [12][160/3757] lr: 1.000e-02, eta: 2 days, 3:02:41, time: 1.184, data_time: 0.021, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8039, loss_cls: 1.7146, loss: 1.7146, grad_norm: 5.1811 2021-06-16 16:48:00,824 - mmaction - INFO - Epoch [12][180/3757] lr: 1.000e-02, eta: 2 days, 3:02:02, time: 1.059, data_time: 0.005, memory: 7080, top1_acc: 0.5727, top5_acc: 0.7984, loss_cls: 1.8464, loss: 1.8464, grad_norm: 5.2192 2021-06-16 16:48:24,681 - mmaction - INFO - Epoch [12][200/3757] lr: 1.000e-02, eta: 2 days, 3:01:33, time: 1.195, data_time: 0.058, memory: 7080, top1_acc: 0.5672, top5_acc: 0.7953, loss_cls: 1.8491, loss: 1.8491, grad_norm: 5.4543 2021-06-16 16:48:46,984 - mmaction - INFO - Epoch [12][220/3757] lr: 1.000e-02, eta: 2 days, 3:00:58, time: 1.116, data_time: 0.239, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.7210, loss: 1.7210, grad_norm: 5.2656 2021-06-16 16:49:08,959 - mmaction - INFO - Epoch [12][240/3757] lr: 1.000e-02, eta: 2 days, 3:00:22, time: 1.098, data_time: 0.082, memory: 7080, top1_acc: 0.5617, top5_acc: 0.7961, loss_cls: 1.8265, loss: 1.8265, grad_norm: 5.3001 2021-06-16 16:49:31,618 - mmaction - INFO - Epoch [12][260/3757] lr: 1.000e-02, eta: 2 days, 2:59:48, time: 1.131, data_time: 0.074, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7961, loss_cls: 1.7937, loss: 1.7937, grad_norm: 5.3064 2021-06-16 16:49:54,390 - mmaction - INFO - Epoch [12][280/3757] lr: 1.000e-02, eta: 2 days, 2:59:15, time: 1.141, data_time: 0.025, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8266, loss_cls: 1.7115, loss: 1.7115, grad_norm: 5.1839 2021-06-16 16:50:16,670 - mmaction - INFO - Epoch [12][300/3757] lr: 1.000e-02, eta: 2 days, 2:58:40, time: 1.112, data_time: 0.026, memory: 7080, top1_acc: 0.5563, top5_acc: 0.8016, loss_cls: 1.8270, loss: 1.8270, grad_norm: 5.4417 2021-06-16 16:50:39,599 - mmaction - INFO - Epoch [12][320/3757] lr: 1.000e-02, eta: 2 days, 2:58:07, time: 1.148, data_time: 0.132, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8148, loss_cls: 1.7187, loss: 1.7187, grad_norm: 5.2220 2021-06-16 16:51:03,890 - mmaction - INFO - Epoch [12][340/3757] lr: 1.000e-02, eta: 2 days, 2:57:39, time: 1.215, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8195, loss_cls: 1.7017, loss: 1.7017, grad_norm: 5.4144 2021-06-16 16:51:26,354 - mmaction - INFO - Epoch [12][360/3757] lr: 1.000e-02, eta: 2 days, 2:57:05, time: 1.119, data_time: 0.010, memory: 7080, top1_acc: 0.5813, top5_acc: 0.7992, loss_cls: 1.7441, loss: 1.7441, grad_norm: 5.1874 2021-06-16 16:51:48,468 - mmaction - INFO - Epoch [12][380/3757] lr: 1.000e-02, eta: 2 days, 2:56:29, time: 1.109, data_time: 0.222, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8031, loss_cls: 1.7667, loss: 1.7667, grad_norm: 5.0877 2021-06-16 16:52:11,710 - mmaction - INFO - Epoch [12][400/3757] lr: 1.000e-02, eta: 2 days, 2:55:58, time: 1.162, data_time: 0.051, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8055, loss_cls: 1.8132, loss: 1.8132, grad_norm: 5.2546 2021-06-16 16:52:34,218 - mmaction - INFO - Epoch [12][420/3757] lr: 1.000e-02, eta: 2 days, 2:55:23, time: 1.125, data_time: 0.210, memory: 7080, top1_acc: 0.5711, top5_acc: 0.7914, loss_cls: 1.7788, loss: 1.7788, grad_norm: 5.2660 2021-06-16 16:52:57,161 - mmaction - INFO - Epoch [12][440/3757] lr: 1.000e-02, eta: 2 days, 2:54:51, time: 1.147, data_time: 0.208, memory: 7080, top1_acc: 0.5547, top5_acc: 0.8109, loss_cls: 1.7708, loss: 1.7708, grad_norm: 5.2783 2021-06-16 16:53:20,437 - mmaction - INFO - Epoch [12][460/3757] lr: 1.000e-02, eta: 2 days, 2:54:19, time: 1.164, data_time: 0.224, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8172, loss_cls: 1.7474, loss: 1.7474, grad_norm: 5.2992 2021-06-16 16:53:43,075 - mmaction - INFO - Epoch [12][480/3757] lr: 1.000e-02, eta: 2 days, 2:53:46, time: 1.131, data_time: 0.288, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7969, loss_cls: 1.8027, loss: 1.8027, grad_norm: 5.3229 2021-06-16 16:54:05,345 - mmaction - INFO - Epoch [12][500/3757] lr: 1.000e-02, eta: 2 days, 2:53:11, time: 1.113, data_time: 0.226, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8125, loss_cls: 1.7918, loss: 1.7918, grad_norm: 5.2748 2021-06-16 16:54:28,672 - mmaction - INFO - Epoch [12][520/3757] lr: 1.000e-02, eta: 2 days, 2:52:39, time: 1.163, data_time: 0.106, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7867, loss_cls: 1.8920, loss: 1.8920, grad_norm: 5.3476 2021-06-16 16:54:51,786 - mmaction - INFO - Epoch [12][540/3757] lr: 1.000e-02, eta: 2 days, 2:52:08, time: 1.160, data_time: 0.445, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8133, loss_cls: 1.7515, loss: 1.7515, grad_norm: 5.2373 2021-06-16 16:55:14,126 - mmaction - INFO - Epoch [12][560/3757] lr: 1.000e-02, eta: 2 days, 2:51:33, time: 1.117, data_time: 0.491, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8000, loss_cls: 1.8171, loss: 1.8171, grad_norm: 5.1974 2021-06-16 16:55:35,488 - mmaction - INFO - Epoch [12][580/3757] lr: 1.000e-02, eta: 2 days, 2:50:55, time: 1.066, data_time: 0.146, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8047, loss_cls: 1.7934, loss: 1.7934, grad_norm: 5.1823 2021-06-16 16:55:58,296 - mmaction - INFO - Epoch [12][600/3757] lr: 1.000e-02, eta: 2 days, 2:50:22, time: 1.142, data_time: 0.109, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8117, loss_cls: 1.7567, loss: 1.7567, grad_norm: 5.3211 2021-06-16 16:56:21,528 - mmaction - INFO - Epoch [12][620/3757] lr: 1.000e-02, eta: 2 days, 2:49:50, time: 1.157, data_time: 0.011, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8039, loss_cls: 1.7592, loss: 1.7592, grad_norm: 5.3402 2021-06-16 16:56:44,678 - mmaction - INFO - Epoch [12][640/3757] lr: 1.000e-02, eta: 2 days, 2:49:18, time: 1.162, data_time: 0.009, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8102, loss_cls: 1.7742, loss: 1.7742, grad_norm: 5.2963 2021-06-16 16:57:06,232 - mmaction - INFO - Epoch [12][660/3757] lr: 1.000e-02, eta: 2 days, 2:48:41, time: 1.078, data_time: 0.014, memory: 7080, top1_acc: 0.5641, top5_acc: 0.7977, loss_cls: 1.8316, loss: 1.8316, grad_norm: 5.2457 2021-06-16 16:57:30,651 - mmaction - INFO - Epoch [12][680/3757] lr: 1.000e-02, eta: 2 days, 2:48:14, time: 1.221, data_time: 0.104, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8070, loss_cls: 1.7750, loss: 1.7750, grad_norm: 5.3776 2021-06-16 16:57:52,503 - mmaction - INFO - Epoch [12][700/3757] lr: 1.000e-02, eta: 2 days, 2:47:38, time: 1.093, data_time: 0.132, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8086, loss_cls: 1.8149, loss: 1.8149, grad_norm: 5.5280 2021-06-16 16:58:14,149 - mmaction - INFO - Epoch [12][720/3757] lr: 1.000e-02, eta: 2 days, 2:47:00, time: 1.081, data_time: 0.274, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8063, loss_cls: 1.7514, loss: 1.7514, grad_norm: 5.1337 2021-06-16 16:58:36,719 - mmaction - INFO - Epoch [12][740/3757] lr: 1.000e-02, eta: 2 days, 2:46:27, time: 1.130, data_time: 0.420, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7906, loss_cls: 1.8294, loss: 1.8294, grad_norm: 5.1415 2021-06-16 16:58:59,590 - mmaction - INFO - Epoch [12][760/3757] lr: 1.000e-02, eta: 2 days, 2:45:54, time: 1.144, data_time: 0.059, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7961, loss_cls: 1.8774, loss: 1.8774, grad_norm: 5.2197 2021-06-16 16:59:22,843 - mmaction - INFO - Epoch [12][780/3757] lr: 1.000e-02, eta: 2 days, 2:45:23, time: 1.160, data_time: 0.195, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7852, loss_cls: 1.8142, loss: 1.8142, grad_norm: 5.1436 2021-06-16 16:59:44,809 - mmaction - INFO - Epoch [12][800/3757] lr: 1.000e-02, eta: 2 days, 2:44:47, time: 1.100, data_time: 0.101, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8008, loss_cls: 1.7980, loss: 1.7980, grad_norm: 5.3492 2021-06-16 17:00:09,849 - mmaction - INFO - Epoch [12][820/3757] lr: 1.000e-02, eta: 2 days, 2:44:22, time: 1.252, data_time: 0.285, memory: 7080, top1_acc: 0.5703, top5_acc: 0.7875, loss_cls: 1.8140, loss: 1.8140, grad_norm: 5.2464 2021-06-16 17:00:31,878 - mmaction - INFO - Epoch [12][840/3757] lr: 1.000e-02, eta: 2 days, 2:43:46, time: 1.101, data_time: 0.238, memory: 7080, top1_acc: 0.5703, top5_acc: 0.7984, loss_cls: 1.8121, loss: 1.8121, grad_norm: 5.2092 2021-06-16 17:00:53,800 - mmaction - INFO - Epoch [12][860/3757] lr: 1.000e-02, eta: 2 days, 2:43:10, time: 1.096, data_time: 0.080, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8023, loss_cls: 1.7861, loss: 1.7861, grad_norm: 5.1917 2021-06-16 17:01:16,607 - mmaction - INFO - Epoch [12][880/3757] lr: 1.000e-02, eta: 2 days, 2:42:37, time: 1.137, data_time: 0.106, memory: 7080, top1_acc: 0.5867, top5_acc: 0.7969, loss_cls: 1.7515, loss: 1.7515, grad_norm: 5.3820 2021-06-16 17:01:39,978 - mmaction - INFO - Epoch [12][900/3757] lr: 1.000e-02, eta: 2 days, 2:42:06, time: 1.172, data_time: 0.004, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7914, loss_cls: 1.8416, loss: 1.8416, grad_norm: 5.1686 2021-06-16 17:02:02,618 - mmaction - INFO - Epoch [12][920/3757] lr: 1.000e-02, eta: 2 days, 2:41:33, time: 1.128, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8211, loss_cls: 1.7130, loss: 1.7130, grad_norm: 5.1705 2021-06-16 17:02:25,404 - mmaction - INFO - Epoch [12][940/3757] lr: 1.000e-02, eta: 2 days, 2:41:00, time: 1.143, data_time: 0.130, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7922, loss_cls: 1.8561, loss: 1.8561, grad_norm: 5.3342 2021-06-16 17:02:48,139 - mmaction - INFO - Epoch [12][960/3757] lr: 1.000e-02, eta: 2 days, 2:40:27, time: 1.137, data_time: 0.027, memory: 7080, top1_acc: 0.5828, top5_acc: 0.7992, loss_cls: 1.7947, loss: 1.7947, grad_norm: 5.2304 2021-06-16 17:03:11,119 - mmaction - INFO - Epoch [12][980/3757] lr: 1.000e-02, eta: 2 days, 2:39:55, time: 1.148, data_time: 0.002, memory: 7080, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.8334, loss: 1.8334, grad_norm: 5.3059 2021-06-16 17:03:34,477 - mmaction - INFO - Epoch [12][1000/3757] lr: 1.000e-02, eta: 2 days, 2:39:24, time: 1.169, data_time: 0.004, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7898, loss_cls: 1.8738, loss: 1.8738, grad_norm: 5.4008 2021-06-16 17:03:57,384 - mmaction - INFO - Epoch [12][1020/3757] lr: 1.000e-02, eta: 2 days, 2:38:51, time: 1.146, data_time: 0.001, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8211, loss_cls: 1.6752, loss: 1.6752, grad_norm: 5.1231 2021-06-16 17:04:18,774 - mmaction - INFO - Epoch [12][1040/3757] lr: 1.000e-02, eta: 2 days, 2:38:13, time: 1.066, data_time: 0.002, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8086, loss_cls: 1.7656, loss: 1.7656, grad_norm: 5.2192 2021-06-16 17:04:41,305 - mmaction - INFO - Epoch [12][1060/3757] lr: 1.000e-02, eta: 2 days, 2:37:40, time: 1.129, data_time: 0.214, memory: 7080, top1_acc: 0.5539, top5_acc: 0.8047, loss_cls: 1.8133, loss: 1.8133, grad_norm: 5.3672 2021-06-16 17:05:05,043 - mmaction - INFO - Epoch [12][1080/3757] lr: 1.000e-02, eta: 2 days, 2:37:10, time: 1.187, data_time: 0.199, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7937, loss_cls: 1.8740, loss: 1.8740, grad_norm: 5.3451 2021-06-16 17:05:27,359 - mmaction - INFO - Epoch [12][1100/3757] lr: 1.000e-02, eta: 2 days, 2:36:36, time: 1.116, data_time: 0.044, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8203, loss_cls: 1.7530, loss: 1.7530, grad_norm: 5.2045 2021-06-16 17:05:49,737 - mmaction - INFO - Epoch [12][1120/3757] lr: 1.000e-02, eta: 2 days, 2:36:01, time: 1.118, data_time: 0.001, memory: 7080, top1_acc: 0.5672, top5_acc: 0.7937, loss_cls: 1.8255, loss: 1.8255, grad_norm: 5.5445 2021-06-16 17:06:11,522 - mmaction - INFO - Epoch [12][1140/3757] lr: 1.000e-02, eta: 2 days, 2:35:25, time: 1.089, data_time: 0.001, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7766, loss_cls: 1.9045, loss: 1.9045, grad_norm: 5.4607 2021-06-16 17:06:33,798 - mmaction - INFO - Epoch [12][1160/3757] lr: 1.000e-02, eta: 2 days, 2:34:51, time: 1.114, data_time: 0.114, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8125, loss_cls: 1.7493, loss: 1.7493, grad_norm: 5.1439 2021-06-16 17:06:56,557 - mmaction - INFO - Epoch [12][1180/3757] lr: 1.000e-02, eta: 2 days, 2:34:18, time: 1.137, data_time: 0.136, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8211, loss_cls: 1.7406, loss: 1.7406, grad_norm: 5.1643 2021-06-16 17:07:19,321 - mmaction - INFO - Epoch [12][1200/3757] lr: 1.000e-02, eta: 2 days, 2:33:45, time: 1.136, data_time: 0.045, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8008, loss_cls: 1.7721, loss: 1.7721, grad_norm: 5.2246 2021-06-16 17:07:42,379 - mmaction - INFO - Epoch [12][1220/3757] lr: 1.000e-02, eta: 2 days, 2:33:13, time: 1.153, data_time: 0.005, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8008, loss_cls: 1.8325, loss: 1.8325, grad_norm: 5.2090 2021-06-16 17:08:04,951 - mmaction - INFO - Epoch [12][1240/3757] lr: 1.000e-02, eta: 2 days, 2:32:40, time: 1.131, data_time: 0.004, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8016, loss_cls: 1.7480, loss: 1.7480, grad_norm: 5.2832 2021-06-16 17:08:28,065 - mmaction - INFO - Epoch [12][1260/3757] lr: 1.000e-02, eta: 2 days, 2:32:08, time: 1.156, data_time: 0.001, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8086, loss_cls: 1.7500, loss: 1.7500, grad_norm: 5.2722 2021-06-16 17:08:50,977 - mmaction - INFO - Epoch [12][1280/3757] lr: 1.000e-02, eta: 2 days, 2:31:36, time: 1.145, data_time: 0.002, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7797, loss_cls: 1.8695, loss: 1.8695, grad_norm: 5.3412 2021-06-16 17:09:13,144 - mmaction - INFO - Epoch [12][1300/3757] lr: 1.000e-02, eta: 2 days, 2:31:01, time: 1.107, data_time: 0.004, memory: 7080, top1_acc: 0.5648, top5_acc: 0.7875, loss_cls: 1.8558, loss: 1.8558, grad_norm: 5.3132 2021-06-16 17:09:37,235 - mmaction - INFO - Epoch [12][1320/3757] lr: 1.000e-02, eta: 2 days, 2:30:32, time: 1.205, data_time: 0.005, memory: 7080, top1_acc: 0.5664, top5_acc: 0.7984, loss_cls: 1.8194, loss: 1.8194, grad_norm: 5.3393 2021-06-16 17:09:59,216 - mmaction - INFO - Epoch [12][1340/3757] lr: 1.000e-02, eta: 2 days, 2:29:57, time: 1.096, data_time: 0.029, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8148, loss_cls: 1.7899, loss: 1.7899, grad_norm: 5.5498 2021-06-16 17:10:21,507 - mmaction - INFO - Epoch [12][1360/3757] lr: 1.000e-02, eta: 2 days, 2:29:22, time: 1.117, data_time: 0.057, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7977, loss_cls: 1.8240, loss: 1.8240, grad_norm: 5.3896 2021-06-16 17:10:45,649 - mmaction - INFO - Epoch [12][1380/3757] lr: 1.000e-02, eta: 2 days, 2:28:54, time: 1.208, data_time: 0.155, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8148, loss_cls: 1.7478, loss: 1.7478, grad_norm: 5.2796 2021-06-16 17:11:08,315 - mmaction - INFO - Epoch [12][1400/3757] lr: 1.000e-02, eta: 2 days, 2:28:21, time: 1.133, data_time: 0.130, memory: 7080, top1_acc: 0.5664, top5_acc: 0.7984, loss_cls: 1.7811, loss: 1.7811, grad_norm: 5.4112 2021-06-16 17:11:29,873 - mmaction - INFO - Epoch [12][1420/3757] lr: 1.000e-02, eta: 2 days, 2:27:44, time: 1.078, data_time: 0.373, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7961, loss_cls: 1.8583, loss: 1.8583, grad_norm: 5.4998 2021-06-16 17:11:52,337 - mmaction - INFO - Epoch [12][1440/3757] lr: 1.000e-02, eta: 2 days, 2:27:11, time: 1.123, data_time: 0.262, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8039, loss_cls: 1.7794, loss: 1.7794, grad_norm: 5.3827 2021-06-16 17:12:16,357 - mmaction - INFO - Epoch [12][1460/3757] lr: 1.000e-02, eta: 2 days, 2:26:42, time: 1.201, data_time: 0.071, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7969, loss_cls: 1.8455, loss: 1.8455, grad_norm: 5.3514 2021-06-16 17:12:37,082 - mmaction - INFO - Epoch [12][1480/3757] lr: 1.000e-02, eta: 2 days, 2:26:03, time: 1.036, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8102, loss_cls: 1.7121, loss: 1.7121, grad_norm: 5.2169 2021-06-16 17:13:00,287 - mmaction - INFO - Epoch [12][1500/3757] lr: 1.000e-02, eta: 2 days, 2:25:31, time: 1.158, data_time: 0.001, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7852, loss_cls: 1.8919, loss: 1.8919, grad_norm: 5.4813 2021-06-16 17:13:22,243 - mmaction - INFO - Epoch [12][1520/3757] lr: 1.000e-02, eta: 2 days, 2:24:56, time: 1.098, data_time: 0.007, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7898, loss_cls: 1.8860, loss: 1.8860, grad_norm: 5.3393 2021-06-16 17:13:45,619 - mmaction - INFO - Epoch [12][1540/3757] lr: 1.000e-02, eta: 2 days, 2:24:25, time: 1.167, data_time: 0.003, memory: 7080, top1_acc: 0.5563, top5_acc: 0.8055, loss_cls: 1.7720, loss: 1.7720, grad_norm: 5.1363 2021-06-16 17:14:09,140 - mmaction - INFO - Epoch [12][1560/3757] lr: 1.000e-02, eta: 2 days, 2:23:55, time: 1.180, data_time: 0.006, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7859, loss_cls: 1.8847, loss: 1.8847, grad_norm: 5.2776 2021-06-16 17:14:31,648 - mmaction - INFO - Epoch [12][1580/3757] lr: 1.000e-02, eta: 2 days, 2:23:21, time: 1.125, data_time: 0.001, memory: 7080, top1_acc: 0.5758, top5_acc: 0.7992, loss_cls: 1.8317, loss: 1.8317, grad_norm: 5.2082 2021-06-16 17:14:53,868 - mmaction - INFO - Epoch [12][1600/3757] lr: 1.000e-02, eta: 2 days, 2:22:47, time: 1.111, data_time: 0.131, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8031, loss_cls: 1.7861, loss: 1.7861, grad_norm: 5.3757 2021-06-16 17:15:15,677 - mmaction - INFO - Epoch [12][1620/3757] lr: 1.000e-02, eta: 2 days, 2:22:11, time: 1.091, data_time: 0.229, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7937, loss_cls: 1.8298, loss: 1.8298, grad_norm: 5.2396 2021-06-16 17:15:38,944 - mmaction - INFO - Epoch [12][1640/3757] lr: 1.000e-02, eta: 2 days, 2:21:40, time: 1.164, data_time: 0.220, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7852, loss_cls: 1.8881, loss: 1.8881, grad_norm: 5.2301 2021-06-16 17:16:02,527 - mmaction - INFO - Epoch [12][1660/3757] lr: 1.000e-02, eta: 2 days, 2:21:10, time: 1.179, data_time: 0.138, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7875, loss_cls: 1.8824, loss: 1.8824, grad_norm: 5.4173 2021-06-16 17:16:25,241 - mmaction - INFO - Epoch [12][1680/3757] lr: 1.000e-02, eta: 2 days, 2:20:37, time: 1.134, data_time: 0.141, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8156, loss_cls: 1.7547, loss: 1.7547, grad_norm: 5.0658 2021-06-16 17:16:48,067 - mmaction - INFO - Epoch [12][1700/3757] lr: 1.000e-02, eta: 2 days, 2:20:05, time: 1.143, data_time: 0.153, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7969, loss_cls: 1.8636, loss: 1.8636, grad_norm: 5.2193 2021-06-16 17:17:09,953 - mmaction - INFO - Epoch [12][1720/3757] lr: 1.000e-02, eta: 2 days, 2:19:29, time: 1.094, data_time: 0.202, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8078, loss_cls: 1.7599, loss: 1.7599, grad_norm: 5.1827 2021-06-16 17:17:33,932 - mmaction - INFO - Epoch [12][1740/3757] lr: 1.000e-02, eta: 2 days, 2:19:01, time: 1.198, data_time: 0.347, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8047, loss_cls: 1.8079, loss: 1.8079, grad_norm: 5.3652 2021-06-16 17:17:56,933 - mmaction - INFO - Epoch [12][1760/3757] lr: 1.000e-02, eta: 2 days, 2:18:29, time: 1.150, data_time: 0.088, memory: 7080, top1_acc: 0.5664, top5_acc: 0.7859, loss_cls: 1.8084, loss: 1.8084, grad_norm: 5.2167 2021-06-16 17:18:19,546 - mmaction - INFO - Epoch [12][1780/3757] lr: 1.000e-02, eta: 2 days, 2:17:56, time: 1.132, data_time: 0.003, memory: 7080, top1_acc: 0.5484, top5_acc: 0.7812, loss_cls: 1.9142, loss: 1.9142, grad_norm: 5.2622 2021-06-16 17:18:42,744 - mmaction - INFO - Epoch [12][1800/3757] lr: 1.000e-02, eta: 2 days, 2:17:25, time: 1.160, data_time: 0.001, memory: 7080, top1_acc: 0.5484, top5_acc: 0.7984, loss_cls: 1.8732, loss: 1.8732, grad_norm: 5.3799 2021-06-16 17:19:07,286 - mmaction - INFO - Epoch [12][1820/3757] lr: 1.000e-02, eta: 2 days, 2:16:58, time: 1.227, data_time: 0.003, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7937, loss_cls: 1.8235, loss: 1.8235, grad_norm: 5.2486 2021-06-16 17:19:29,899 - mmaction - INFO - Epoch [12][1840/3757] lr: 1.000e-02, eta: 2 days, 2:16:25, time: 1.129, data_time: 0.001, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8008, loss_cls: 1.7558, loss: 1.7558, grad_norm: 5.1337 2021-06-16 17:19:52,165 - mmaction - INFO - Epoch [12][1860/3757] lr: 1.000e-02, eta: 2 days, 2:15:51, time: 1.111, data_time: 0.002, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7984, loss_cls: 1.7739, loss: 1.7739, grad_norm: 5.3010 2021-06-16 17:20:15,199 - mmaction - INFO - Epoch [12][1880/3757] lr: 1.000e-02, eta: 2 days, 2:15:19, time: 1.155, data_time: 0.005, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8070, loss_cls: 1.8164, loss: 1.8164, grad_norm: 5.0906 2021-06-16 17:20:37,807 - mmaction - INFO - Epoch [12][1900/3757] lr: 1.000e-02, eta: 2 days, 2:14:46, time: 1.131, data_time: 0.003, memory: 7080, top1_acc: 0.5617, top5_acc: 0.7969, loss_cls: 1.8058, loss: 1.8058, grad_norm: 5.2897 2021-06-16 17:21:00,387 - mmaction - INFO - Epoch [12][1920/3757] lr: 1.000e-02, eta: 2 days, 2:14:13, time: 1.129, data_time: 0.087, memory: 7080, top1_acc: 0.5523, top5_acc: 0.8109, loss_cls: 1.7617, loss: 1.7617, grad_norm: 5.2375 2021-06-16 17:21:24,148 - mmaction - INFO - Epoch [12][1940/3757] lr: 1.000e-02, eta: 2 days, 2:13:44, time: 1.188, data_time: 0.202, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8227, loss_cls: 1.7414, loss: 1.7414, grad_norm: 5.3093 2021-06-16 17:21:46,332 - mmaction - INFO - Epoch [12][1960/3757] lr: 1.000e-02, eta: 2 days, 2:13:09, time: 1.110, data_time: 0.037, memory: 7080, top1_acc: 0.5383, top5_acc: 0.8125, loss_cls: 1.8177, loss: 1.8177, grad_norm: 5.3842 2021-06-16 17:22:09,979 - mmaction - INFO - Epoch [12][1980/3757] lr: 1.000e-02, eta: 2 days, 2:12:40, time: 1.179, data_time: 0.002, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8117, loss_cls: 1.7785, loss: 1.7785, grad_norm: 5.3148 2021-06-16 17:22:32,695 - mmaction - INFO - Epoch [12][2000/3757] lr: 1.000e-02, eta: 2 days, 2:12:07, time: 1.138, data_time: 0.004, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8055, loss_cls: 1.8244, loss: 1.8244, grad_norm: 5.1589 2021-06-16 17:22:54,555 - mmaction - INFO - Epoch [12][2020/3757] lr: 1.000e-02, eta: 2 days, 2:11:32, time: 1.093, data_time: 0.003, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8078, loss_cls: 1.7864, loss: 1.7864, grad_norm: 5.2371 2021-06-16 17:23:17,071 - mmaction - INFO - Epoch [12][2040/3757] lr: 1.000e-02, eta: 2 days, 2:10:58, time: 1.126, data_time: 0.041, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8039, loss_cls: 1.7538, loss: 1.7538, grad_norm: 5.2325 2021-06-16 17:23:39,747 - mmaction - INFO - Epoch [12][2060/3757] lr: 1.000e-02, eta: 2 days, 2:10:25, time: 1.134, data_time: 0.058, memory: 7080, top1_acc: 0.5773, top5_acc: 0.7914, loss_cls: 1.8142, loss: 1.8142, grad_norm: 5.3502 2021-06-16 17:24:03,982 - mmaction - INFO - Epoch [12][2080/3757] lr: 1.000e-02, eta: 2 days, 2:09:58, time: 1.211, data_time: 0.206, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7883, loss_cls: 1.8522, loss: 1.8522, grad_norm: 5.3621 2021-06-16 17:24:26,010 - mmaction - INFO - Epoch [12][2100/3757] lr: 1.000e-02, eta: 2 days, 2:09:23, time: 1.102, data_time: 0.155, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8141, loss_cls: 1.7443, loss: 1.7443, grad_norm: 5.1998 2021-06-16 17:24:48,026 - mmaction - INFO - Epoch [12][2120/3757] lr: 1.000e-02, eta: 2 days, 2:08:48, time: 1.101, data_time: 0.109, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7992, loss_cls: 1.8109, loss: 1.8109, grad_norm: 5.2655 2021-06-16 17:25:11,652 - mmaction - INFO - Epoch [12][2140/3757] lr: 1.000e-02, eta: 2 days, 2:08:18, time: 1.181, data_time: 0.019, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7961, loss_cls: 1.8288, loss: 1.8288, grad_norm: 5.2579 2021-06-16 17:25:34,647 - mmaction - INFO - Epoch [12][2160/3757] lr: 1.000e-02, eta: 2 days, 2:07:47, time: 1.150, data_time: 0.060, memory: 7080, top1_acc: 0.5664, top5_acc: 0.7953, loss_cls: 1.8526, loss: 1.8526, grad_norm: 5.3835 2021-06-16 17:25:57,257 - mmaction - INFO - Epoch [12][2180/3757] lr: 1.000e-02, eta: 2 days, 2:07:14, time: 1.130, data_time: 0.017, memory: 7080, top1_acc: 0.5477, top5_acc: 0.8094, loss_cls: 1.7823, loss: 1.7823, grad_norm: 5.2082 2021-06-16 17:26:20,688 - mmaction - INFO - Epoch [12][2200/3757] lr: 1.000e-02, eta: 2 days, 2:06:44, time: 1.170, data_time: 0.038, memory: 7080, top1_acc: 0.5414, top5_acc: 0.8023, loss_cls: 1.8418, loss: 1.8418, grad_norm: 5.5495 2021-06-16 17:26:44,255 - mmaction - INFO - Epoch [12][2220/3757] lr: 1.000e-02, eta: 2 days, 2:06:14, time: 1.178, data_time: 0.033, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8070, loss_cls: 1.7294, loss: 1.7294, grad_norm: 5.1187 2021-06-16 17:27:05,974 - mmaction - INFO - Epoch [12][2240/3757] lr: 1.000e-02, eta: 2 days, 2:05:38, time: 1.087, data_time: 0.004, memory: 7080, top1_acc: 0.5687, top5_acc: 0.7922, loss_cls: 1.8693, loss: 1.8693, grad_norm: 5.0951 2021-06-16 17:27:28,769 - mmaction - INFO - Epoch [12][2260/3757] lr: 1.000e-02, eta: 2 days, 2:05:06, time: 1.137, data_time: 0.141, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8117, loss_cls: 1.7739, loss: 1.7739, grad_norm: 5.1792 2021-06-16 17:27:51,078 - mmaction - INFO - Epoch [12][2280/3757] lr: 1.000e-02, eta: 2 days, 2:04:32, time: 1.118, data_time: 0.156, memory: 7080, top1_acc: 0.5250, top5_acc: 0.7836, loss_cls: 1.9331, loss: 1.9331, grad_norm: 5.4354 2021-06-16 17:28:15,090 - mmaction - INFO - Epoch [12][2300/3757] lr: 1.000e-02, eta: 2 days, 2:04:03, time: 1.198, data_time: 0.118, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8000, loss_cls: 1.7840, loss: 1.7840, grad_norm: 5.2691 2021-06-16 17:28:37,568 - mmaction - INFO - Epoch [12][2320/3757] lr: 1.000e-02, eta: 2 days, 2:03:30, time: 1.126, data_time: 0.107, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8063, loss_cls: 1.7919, loss: 1.7919, grad_norm: 5.1875 2021-06-16 17:28:59,347 - mmaction - INFO - Epoch [12][2340/3757] lr: 1.000e-02, eta: 2 days, 2:02:55, time: 1.086, data_time: 0.216, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8070, loss_cls: 1.7912, loss: 1.7912, grad_norm: 5.2152 2021-06-16 17:29:23,268 - mmaction - INFO - Epoch [12][2360/3757] lr: 1.000e-02, eta: 2 days, 2:02:26, time: 1.196, data_time: 0.098, memory: 7080, top1_acc: 0.5484, top5_acc: 0.8086, loss_cls: 1.7767, loss: 1.7767, grad_norm: 5.3093 2021-06-16 17:29:46,591 - mmaction - INFO - Epoch [12][2380/3757] lr: 1.000e-02, eta: 2 days, 2:01:56, time: 1.167, data_time: 0.056, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8023, loss_cls: 1.8182, loss: 1.8182, grad_norm: 5.3271 2021-06-16 17:30:10,977 - mmaction - INFO - Epoch [12][2400/3757] lr: 1.000e-02, eta: 2 days, 2:01:29, time: 1.220, data_time: 0.002, memory: 7080, top1_acc: 0.5391, top5_acc: 0.7820, loss_cls: 1.9013, loss: 1.9013, grad_norm: 5.3378 2021-06-16 17:30:31,959 - mmaction - INFO - Epoch [12][2420/3757] lr: 1.000e-02, eta: 2 days, 2:00:50, time: 1.046, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8117, loss_cls: 1.7451, loss: 1.7451, grad_norm: 5.2034 2021-06-16 17:30:53,442 - mmaction - INFO - Epoch [12][2440/3757] lr: 1.000e-02, eta: 2 days, 2:00:14, time: 1.077, data_time: 0.005, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7867, loss_cls: 1.8510, loss: 1.8510, grad_norm: 5.2733 2021-06-16 17:31:17,629 - mmaction - INFO - Epoch [12][2460/3757] lr: 1.000e-02, eta: 2 days, 1:59:46, time: 1.209, data_time: 0.064, memory: 7080, top1_acc: 0.5734, top5_acc: 0.7922, loss_cls: 1.8221, loss: 1.8221, grad_norm: 5.1703 2021-06-16 17:31:41,580 - mmaction - INFO - Epoch [12][2480/3757] lr: 1.000e-02, eta: 2 days, 1:59:18, time: 1.198, data_time: 0.003, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7883, loss_cls: 1.8682, loss: 1.8682, grad_norm: 5.5320 2021-06-16 17:32:04,214 - mmaction - INFO - Epoch [12][2500/3757] lr: 1.000e-02, eta: 2 days, 1:58:45, time: 1.130, data_time: 0.001, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8203, loss_cls: 1.6621, loss: 1.6621, grad_norm: 5.0895 2021-06-16 17:32:26,143 - mmaction - INFO - Epoch [12][2520/3757] lr: 1.000e-02, eta: 2 days, 1:58:10, time: 1.099, data_time: 0.005, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7977, loss_cls: 1.8236, loss: 1.8236, grad_norm: 5.1943 2021-06-16 17:32:49,224 - mmaction - INFO - Epoch [12][2540/3757] lr: 1.000e-02, eta: 2 days, 1:57:39, time: 1.154, data_time: 0.153, memory: 7080, top1_acc: 0.5687, top5_acc: 0.7984, loss_cls: 1.8163, loss: 1.8163, grad_norm: 5.2531 2021-06-16 17:33:11,070 - mmaction - INFO - Epoch [12][2560/3757] lr: 1.000e-02, eta: 2 days, 1:57:04, time: 1.091, data_time: 0.044, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7859, loss_cls: 1.8305, loss: 1.8305, grad_norm: 5.2372 2021-06-16 17:33:34,815 - mmaction - INFO - Epoch [12][2580/3757] lr: 1.000e-02, eta: 2 days, 1:56:35, time: 1.188, data_time: 0.092, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8172, loss_cls: 1.7440, loss: 1.7440, grad_norm: 5.2647 2021-06-16 17:33:57,522 - mmaction - INFO - Epoch [12][2600/3757] lr: 1.000e-02, eta: 2 days, 1:56:02, time: 1.133, data_time: 0.146, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7727, loss_cls: 1.9420, loss: 1.9420, grad_norm: 5.3842 2021-06-16 17:34:19,759 - mmaction - INFO - Epoch [12][2620/3757] lr: 1.000e-02, eta: 2 days, 1:55:28, time: 1.114, data_time: 0.032, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8094, loss_cls: 1.7891, loss: 1.7891, grad_norm: 5.2072 2021-06-16 17:34:43,185 - mmaction - INFO - Epoch [12][2640/3757] lr: 1.000e-02, eta: 2 days, 1:54:58, time: 1.170, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8047, loss_cls: 1.7619, loss: 1.7619, grad_norm: 5.2878 2021-06-16 17:35:05,457 - mmaction - INFO - Epoch [12][2660/3757] lr: 1.000e-02, eta: 2 days, 1:54:24, time: 1.116, data_time: 0.003, memory: 7080, top1_acc: 0.5469, top5_acc: 0.8023, loss_cls: 1.8293, loss: 1.8293, grad_norm: 5.2946 2021-06-16 17:35:27,408 - mmaction - INFO - Epoch [12][2680/3757] lr: 1.000e-02, eta: 2 days, 1:53:49, time: 1.098, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8023, loss_cls: 1.7943, loss: 1.7943, grad_norm: 5.2512 2021-06-16 17:35:50,388 - mmaction - INFO - Epoch [12][2700/3757] lr: 1.000e-02, eta: 2 days, 1:53:18, time: 1.149, data_time: 0.001, memory: 7080, top1_acc: 0.5758, top5_acc: 0.7922, loss_cls: 1.8103, loss: 1.8103, grad_norm: 5.2076 2021-06-16 17:36:12,916 - mmaction - INFO - Epoch [12][2720/3757] lr: 1.000e-02, eta: 2 days, 1:52:45, time: 1.126, data_time: 0.005, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8023, loss_cls: 1.8257, loss: 1.8257, grad_norm: 5.2790 2021-06-16 17:36:35,774 - mmaction - INFO - Epoch [12][2740/3757] lr: 1.000e-02, eta: 2 days, 1:52:13, time: 1.142, data_time: 0.028, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7922, loss_cls: 1.7891, loss: 1.7891, grad_norm: 5.1932 2021-06-16 17:36:58,637 - mmaction - INFO - Epoch [12][2760/3757] lr: 1.000e-02, eta: 2 days, 1:51:41, time: 1.144, data_time: 0.056, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8008, loss_cls: 1.7905, loss: 1.7905, grad_norm: 5.2355 2021-06-16 17:37:21,078 - mmaction - INFO - Epoch [12][2780/3757] lr: 1.000e-02, eta: 2 days, 1:51:08, time: 1.122, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8117, loss_cls: 1.7965, loss: 1.7965, grad_norm: 5.1729 2021-06-16 17:37:44,101 - mmaction - INFO - Epoch [12][2800/3757] lr: 1.000e-02, eta: 2 days, 1:50:37, time: 1.149, data_time: 0.273, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8070, loss_cls: 1.7781, loss: 1.7781, grad_norm: 5.2927 2021-06-16 17:38:06,300 - mmaction - INFO - Epoch [12][2820/3757] lr: 1.000e-02, eta: 2 days, 1:50:03, time: 1.112, data_time: 0.405, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7961, loss_cls: 1.8595, loss: 1.8595, grad_norm: 5.4383 2021-06-16 17:38:29,583 - mmaction - INFO - Epoch [12][2840/3757] lr: 1.000e-02, eta: 2 days, 1:49:32, time: 1.164, data_time: 0.018, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7773, loss_cls: 1.9221, loss: 1.9221, grad_norm: 5.3308 2021-06-16 17:38:51,992 - mmaction - INFO - Epoch [12][2860/3757] lr: 1.000e-02, eta: 2 days, 1:48:59, time: 1.120, data_time: 0.001, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7797, loss_cls: 1.8503, loss: 1.8503, grad_norm: 5.2463 2021-06-16 17:39:15,224 - mmaction - INFO - Epoch [12][2880/3757] lr: 1.000e-02, eta: 2 days, 1:48:28, time: 1.162, data_time: 0.023, memory: 7080, top1_acc: 0.5563, top5_acc: 0.8117, loss_cls: 1.8149, loss: 1.8149, grad_norm: 5.3534 2021-06-16 17:39:37,429 - mmaction - INFO - Epoch [12][2900/3757] lr: 1.000e-02, eta: 2 days, 1:47:54, time: 1.110, data_time: 0.065, memory: 7080, top1_acc: 0.5594, top5_acc: 0.8039, loss_cls: 1.8230, loss: 1.8230, grad_norm: 5.3603 2021-06-16 17:40:00,721 - mmaction - INFO - Epoch [12][2920/3757] lr: 1.000e-02, eta: 2 days, 1:47:24, time: 1.165, data_time: 0.189, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7930, loss_cls: 1.8438, loss: 1.8438, grad_norm: 5.1011 2021-06-16 17:40:22,586 - mmaction - INFO - Epoch [12][2940/3757] lr: 1.000e-02, eta: 2 days, 1:46:49, time: 1.093, data_time: 0.042, memory: 7080, top1_acc: 0.5734, top5_acc: 0.7906, loss_cls: 1.7861, loss: 1.7861, grad_norm: 5.0765 2021-06-16 17:40:45,942 - mmaction - INFO - Epoch [12][2960/3757] lr: 1.000e-02, eta: 2 days, 1:46:19, time: 1.168, data_time: 0.427, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8008, loss_cls: 1.7797, loss: 1.7797, grad_norm: 5.1892 2021-06-16 17:41:08,618 - mmaction - INFO - Epoch [12][2980/3757] lr: 1.000e-02, eta: 2 days, 1:45:46, time: 1.133, data_time: 0.243, memory: 7080, top1_acc: 0.5477, top5_acc: 0.8063, loss_cls: 1.8097, loss: 1.8097, grad_norm: 5.2704 2021-06-16 17:41:31,813 - mmaction - INFO - Epoch [12][3000/3757] lr: 1.000e-02, eta: 2 days, 1:45:16, time: 1.158, data_time: 0.056, memory: 7080, top1_acc: 0.5695, top5_acc: 0.7945, loss_cls: 1.7925, loss: 1.7925, grad_norm: 5.1924 2021-06-16 17:41:53,559 - mmaction - INFO - Epoch [12][3020/3757] lr: 1.000e-02, eta: 2 days, 1:44:40, time: 1.090, data_time: 0.244, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7984, loss_cls: 1.8359, loss: 1.8359, grad_norm: 5.4276 2021-06-16 17:42:16,287 - mmaction - INFO - Epoch [12][3040/3757] lr: 1.000e-02, eta: 2 days, 1:44:08, time: 1.136, data_time: 0.001, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8016, loss_cls: 1.8090, loss: 1.8090, grad_norm: 5.2219 2021-06-16 17:42:39,630 - mmaction - INFO - Epoch [12][3060/3757] lr: 1.000e-02, eta: 2 days, 1:43:38, time: 1.166, data_time: 0.082, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8008, loss_cls: 1.8567, loss: 1.8567, grad_norm: 5.3968 2021-06-16 17:43:02,758 - mmaction - INFO - Epoch [12][3080/3757] lr: 1.000e-02, eta: 2 days, 1:43:07, time: 1.155, data_time: 0.055, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7906, loss_cls: 1.9260, loss: 1.9260, grad_norm: 5.6277 2021-06-16 17:43:26,194 - mmaction - INFO - Epoch [12][3100/3757] lr: 1.000e-02, eta: 2 days, 1:42:37, time: 1.173, data_time: 0.114, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7875, loss_cls: 1.8930, loss: 1.8930, grad_norm: 5.3698 2021-06-16 17:43:49,235 - mmaction - INFO - Epoch [12][3120/3757] lr: 1.000e-02, eta: 2 days, 1:42:06, time: 1.151, data_time: 0.046, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8016, loss_cls: 1.8204, loss: 1.8204, grad_norm: 5.0419 2021-06-16 17:44:10,335 - mmaction - INFO - Epoch [12][3140/3757] lr: 1.000e-02, eta: 2 days, 1:41:29, time: 1.056, data_time: 0.316, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7820, loss_cls: 1.8980, loss: 1.8980, grad_norm: 5.4614 2021-06-16 17:44:32,839 - mmaction - INFO - Epoch [12][3160/3757] lr: 1.000e-02, eta: 2 days, 1:40:56, time: 1.125, data_time: 0.370, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8141, loss_cls: 1.7458, loss: 1.7458, grad_norm: 5.2298 2021-06-16 17:44:56,478 - mmaction - INFO - Epoch [12][3180/3757] lr: 1.000e-02, eta: 2 days, 1:40:27, time: 1.180, data_time: 0.196, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8070, loss_cls: 1.7525, loss: 1.7525, grad_norm: 5.1398 2021-06-16 17:45:18,681 - mmaction - INFO - Epoch [12][3200/3757] lr: 1.000e-02, eta: 2 days, 1:39:53, time: 1.108, data_time: 0.089, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8055, loss_cls: 1.7624, loss: 1.7624, grad_norm: 5.2891 2021-06-16 17:45:41,577 - mmaction - INFO - Epoch [12][3220/3757] lr: 1.000e-02, eta: 2 days, 1:39:21, time: 1.148, data_time: 0.009, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8070, loss_cls: 1.7895, loss: 1.7895, grad_norm: 5.3298 2021-06-16 17:46:04,900 - mmaction - INFO - Epoch [12][3240/3757] lr: 1.000e-02, eta: 2 days, 1:38:51, time: 1.166, data_time: 0.002, memory: 7080, top1_acc: 0.5641, top5_acc: 0.8125, loss_cls: 1.7456, loss: 1.7456, grad_norm: 5.2351 2021-06-16 17:46:28,115 - mmaction - INFO - Epoch [12][3260/3757] lr: 1.000e-02, eta: 2 days, 1:38:21, time: 1.160, data_time: 0.124, memory: 7080, top1_acc: 0.5484, top5_acc: 0.8086, loss_cls: 1.7879, loss: 1.7879, grad_norm: 5.1508 2021-06-16 17:46:50,405 - mmaction - INFO - Epoch [12][3280/3757] lr: 1.000e-02, eta: 2 days, 1:37:47, time: 1.115, data_time: 0.200, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7953, loss_cls: 1.8457, loss: 1.8457, grad_norm: 5.2572 2021-06-16 17:47:13,550 - mmaction - INFO - Epoch [12][3300/3757] lr: 1.000e-02, eta: 2 days, 1:37:17, time: 1.157, data_time: 0.290, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8203, loss_cls: 1.7490, loss: 1.7490, grad_norm: 5.3156 2021-06-16 17:47:35,828 - mmaction - INFO - Epoch [12][3320/3757] lr: 1.000e-02, eta: 2 days, 1:36:43, time: 1.113, data_time: 0.106, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7797, loss_cls: 1.8312, loss: 1.8312, grad_norm: 5.1986 2021-06-16 17:47:58,885 - mmaction - INFO - Epoch [12][3340/3757] lr: 1.000e-02, eta: 2 days, 1:36:12, time: 1.152, data_time: 0.002, memory: 7080, top1_acc: 0.5641, top5_acc: 0.7937, loss_cls: 1.8286, loss: 1.8286, grad_norm: 5.2780 2021-06-16 17:48:21,810 - mmaction - INFO - Epoch [12][3360/3757] lr: 1.000e-02, eta: 2 days, 1:35:41, time: 1.148, data_time: 0.072, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8086, loss_cls: 1.7495, loss: 1.7495, grad_norm: 5.2416 2021-06-16 17:48:44,865 - mmaction - INFO - Epoch [12][3380/3757] lr: 1.000e-02, eta: 2 days, 1:35:10, time: 1.153, data_time: 0.104, memory: 7080, top1_acc: 0.5828, top5_acc: 0.7828, loss_cls: 1.7863, loss: 1.7863, grad_norm: 5.2170 2021-06-16 17:49:06,584 - mmaction - INFO - Epoch [12][3400/3757] lr: 1.000e-02, eta: 2 days, 1:34:34, time: 1.086, data_time: 0.040, memory: 7080, top1_acc: 0.5891, top5_acc: 0.7922, loss_cls: 1.7134, loss: 1.7134, grad_norm: 5.0443 2021-06-16 17:49:30,023 - mmaction - INFO - Epoch [12][3420/3757] lr: 1.000e-02, eta: 2 days, 1:34:05, time: 1.171, data_time: 0.032, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8016, loss_cls: 1.8252, loss: 1.8252, grad_norm: 5.1697 2021-06-16 17:49:51,648 - mmaction - INFO - Epoch [12][3440/3757] lr: 1.000e-02, eta: 2 days, 1:33:29, time: 1.080, data_time: 0.009, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7961, loss_cls: 1.7982, loss: 1.7982, grad_norm: 5.4324 2021-06-16 17:50:14,912 - mmaction - INFO - Epoch [12][3460/3757] lr: 1.000e-02, eta: 2 days, 1:32:59, time: 1.163, data_time: 0.119, memory: 7080, top1_acc: 0.5531, top5_acc: 0.8000, loss_cls: 1.8072, loss: 1.8072, grad_norm: 5.3821 2021-06-16 17:50:37,742 - mmaction - INFO - Epoch [12][3480/3757] lr: 1.000e-02, eta: 2 days, 1:32:27, time: 1.143, data_time: 0.043, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7906, loss_cls: 1.8143, loss: 1.8143, grad_norm: 5.3275 2021-06-16 17:51:00,449 - mmaction - INFO - Epoch [12][3500/3757] lr: 1.000e-02, eta: 2 days, 1:31:55, time: 1.134, data_time: 0.005, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7922, loss_cls: 1.8999, loss: 1.8999, grad_norm: 5.4636 2021-06-16 17:51:23,588 - mmaction - INFO - Epoch [12][3520/3757] lr: 1.000e-02, eta: 2 days, 1:31:24, time: 1.158, data_time: 0.003, memory: 7080, top1_acc: 0.5594, top5_acc: 0.8000, loss_cls: 1.8396, loss: 1.8396, grad_norm: 5.4297 2021-06-16 17:51:44,820 - mmaction - INFO - Epoch [12][3540/3757] lr: 1.000e-02, eta: 2 days, 1:30:47, time: 1.057, data_time: 0.001, memory: 7080, top1_acc: 0.5750, top5_acc: 0.7953, loss_cls: 1.8232, loss: 1.8232, grad_norm: 5.1540 2021-06-16 17:52:07,298 - mmaction - INFO - Epoch [12][3560/3757] lr: 1.000e-02, eta: 2 days, 1:30:15, time: 1.127, data_time: 0.009, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8148, loss_cls: 1.7692, loss: 1.7692, grad_norm: 5.1861 2021-06-16 17:52:30,050 - mmaction - INFO - Epoch [12][3580/3757] lr: 1.000e-02, eta: 2 days, 1:29:43, time: 1.139, data_time: 0.133, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7891, loss_cls: 1.8426, loss: 1.8426, grad_norm: 5.2581 2021-06-16 17:52:52,664 - mmaction - INFO - Epoch [12][3600/3757] lr: 1.000e-02, eta: 2 days, 1:29:10, time: 1.125, data_time: 0.332, memory: 7080, top1_acc: 0.5328, top5_acc: 0.7945, loss_cls: 1.8813, loss: 1.8813, grad_norm: 5.4103 2021-06-16 17:53:16,403 - mmaction - INFO - Epoch [12][3620/3757] lr: 1.000e-02, eta: 2 days, 1:28:42, time: 1.192, data_time: 0.148, memory: 7080, top1_acc: 0.5789, top5_acc: 0.7922, loss_cls: 1.8120, loss: 1.8120, grad_norm: 5.0469 2021-06-16 17:53:40,031 - mmaction - INFO - Epoch [12][3640/3757] lr: 1.000e-02, eta: 2 days, 1:28:13, time: 1.182, data_time: 0.083, memory: 7080, top1_acc: 0.5469, top5_acc: 0.7836, loss_cls: 1.8834, loss: 1.8834, grad_norm: 5.3298 2021-06-16 17:54:03,594 - mmaction - INFO - Epoch [12][3660/3757] lr: 1.000e-02, eta: 2 days, 1:27:44, time: 1.177, data_time: 0.002, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7969, loss_cls: 1.8871, loss: 1.8871, grad_norm: 5.2618 2021-06-16 17:54:24,920 - mmaction - INFO - Epoch [12][3680/3757] lr: 1.000e-02, eta: 2 days, 1:27:07, time: 1.066, data_time: 0.004, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.7183, loss: 1.7183, grad_norm: 5.2372 2021-06-16 17:54:47,592 - mmaction - INFO - Epoch [12][3700/3757] lr: 1.000e-02, eta: 2 days, 1:26:35, time: 1.135, data_time: 0.005, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8016, loss_cls: 1.8122, loss: 1.8122, grad_norm: 5.2006 2021-06-16 17:55:10,247 - mmaction - INFO - Epoch [12][3720/3757] lr: 1.000e-02, eta: 2 days, 1:26:03, time: 1.133, data_time: 0.159, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7875, loss_cls: 1.8407, loss: 1.8407, grad_norm: 5.1363 2021-06-16 17:55:33,769 - mmaction - INFO - Epoch [12][3740/3757] lr: 1.000e-02, eta: 2 days, 1:25:34, time: 1.177, data_time: 0.176, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7883, loss_cls: 1.8430, loss: 1.8430, grad_norm: 5.2006 2021-06-16 17:55:55,206 - mmaction - INFO - Saving checkpoint at 12 epochs 2021-06-16 18:03:26,408 - mmaction - INFO - Epoch [13][20/3757] lr: 1.000e-02, eta: 2 days, 1:46:07, time: 22.511, data_time: 21.563, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8164, loss_cls: 1.7140, loss: 1.7140, grad_norm: 5.1974 2021-06-16 18:03:49,923 - mmaction - INFO - Epoch [13][40/3757] lr: 1.000e-02, eta: 2 days, 1:45:37, time: 1.179, data_time: 0.334, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8125, loss_cls: 1.7115, loss: 1.7115, grad_norm: 5.0881 2021-06-16 18:04:12,928 - mmaction - INFO - Epoch [13][60/3757] lr: 1.000e-02, eta: 2 days, 1:45:05, time: 1.150, data_time: 0.228, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8008, loss_cls: 1.7674, loss: 1.7674, grad_norm: 5.2731 2021-06-16 18:04:35,270 - mmaction - INFO - Epoch [13][80/3757] lr: 1.000e-02, eta: 2 days, 1:44:31, time: 1.118, data_time: 0.092, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8086, loss_cls: 1.7996, loss: 1.7996, grad_norm: 5.1286 2021-06-16 18:04:58,309 - mmaction - INFO - Epoch [13][100/3757] lr: 1.000e-02, eta: 2 days, 1:44:00, time: 1.151, data_time: 0.098, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8211, loss_cls: 1.6530, loss: 1.6530, grad_norm: 5.0556 2021-06-16 18:05:20,683 - mmaction - INFO - Epoch [13][120/3757] lr: 1.000e-02, eta: 2 days, 1:43:26, time: 1.118, data_time: 0.135, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8305, loss_cls: 1.6552, loss: 1.6552, grad_norm: 5.0965 2021-06-16 18:05:44,189 - mmaction - INFO - Epoch [13][140/3757] lr: 1.000e-02, eta: 2 days, 1:42:56, time: 1.177, data_time: 0.256, memory: 7080, top1_acc: 0.5539, top5_acc: 0.8023, loss_cls: 1.8231, loss: 1.8231, grad_norm: 5.2977 2021-06-16 18:06:06,567 - mmaction - INFO - Epoch [13][160/3757] lr: 1.000e-02, eta: 2 days, 1:42:22, time: 1.118, data_time: 0.221, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8070, loss_cls: 1.7761, loss: 1.7761, grad_norm: 5.4369 2021-06-16 18:06:30,483 - mmaction - INFO - Epoch [13][180/3757] lr: 1.000e-02, eta: 2 days, 1:41:53, time: 1.197, data_time: 0.143, memory: 7080, top1_acc: 0.5711, top5_acc: 0.7867, loss_cls: 1.8549, loss: 1.8549, grad_norm: 5.3903 2021-06-16 18:06:51,691 - mmaction - INFO - Epoch [13][200/3757] lr: 1.000e-02, eta: 2 days, 1:41:16, time: 1.059, data_time: 0.127, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8219, loss_cls: 1.6895, loss: 1.6895, grad_norm: 5.0057 2021-06-16 18:07:15,138 - mmaction - INFO - Epoch [13][220/3757] lr: 1.000e-02, eta: 2 days, 1:40:46, time: 1.172, data_time: 0.193, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8195, loss_cls: 1.6942, loss: 1.6942, grad_norm: 5.2496 2021-06-16 18:07:37,455 - mmaction - INFO - Epoch [13][240/3757] lr: 1.000e-02, eta: 2 days, 1:40:12, time: 1.115, data_time: 0.211, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8102, loss_cls: 1.6940, loss: 1.6940, grad_norm: 5.1641 2021-06-16 18:08:00,359 - mmaction - INFO - Epoch [13][260/3757] lr: 1.000e-02, eta: 2 days, 1:39:40, time: 1.147, data_time: 0.126, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8086, loss_cls: 1.7459, loss: 1.7459, grad_norm: 5.4189 2021-06-16 18:08:22,455 - mmaction - INFO - Epoch [13][280/3757] lr: 1.000e-02, eta: 2 days, 1:39:05, time: 1.105, data_time: 0.189, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8055, loss_cls: 1.8112, loss: 1.8112, grad_norm: 5.3923 2021-06-16 18:08:45,041 - mmaction - INFO - Epoch [13][300/3757] lr: 1.000e-02, eta: 2 days, 1:38:32, time: 1.130, data_time: 0.086, memory: 7080, top1_acc: 0.5484, top5_acc: 0.7820, loss_cls: 1.8981, loss: 1.8981, grad_norm: 5.5039 2021-06-16 18:09:09,047 - mmaction - INFO - Epoch [13][320/3757] lr: 1.000e-02, eta: 2 days, 1:38:04, time: 1.200, data_time: 0.255, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8000, loss_cls: 1.7859, loss: 1.7859, grad_norm: 5.1379 2021-06-16 18:09:32,066 - mmaction - INFO - Epoch [13][340/3757] lr: 1.000e-02, eta: 2 days, 1:37:32, time: 1.151, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8063, loss_cls: 1.7780, loss: 1.7780, grad_norm: 5.3061 2021-06-16 18:09:54,583 - mmaction - INFO - Epoch [13][360/3757] lr: 1.000e-02, eta: 2 days, 1:36:59, time: 1.126, data_time: 0.002, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8187, loss_cls: 1.7059, loss: 1.7059, grad_norm: 5.1534 2021-06-16 18:10:17,382 - mmaction - INFO - Epoch [13][380/3757] lr: 1.000e-02, eta: 2 days, 1:36:27, time: 1.140, data_time: 0.005, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8156, loss_cls: 1.6866, loss: 1.6866, grad_norm: 5.0712 2021-06-16 18:10:39,539 - mmaction - INFO - Epoch [13][400/3757] lr: 1.000e-02, eta: 2 days, 1:35:53, time: 1.107, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.7969, loss_cls: 1.8113, loss: 1.8113, grad_norm: 5.1633 2021-06-16 18:11:02,574 - mmaction - INFO - Epoch [13][420/3757] lr: 1.000e-02, eta: 2 days, 1:35:21, time: 1.152, data_time: 0.123, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8023, loss_cls: 1.7132, loss: 1.7132, grad_norm: 5.1786 2021-06-16 18:11:25,152 - mmaction - INFO - Epoch [13][440/3757] lr: 1.000e-02, eta: 2 days, 1:34:48, time: 1.129, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8133, loss_cls: 1.7429, loss: 1.7429, grad_norm: 5.2078 2021-06-16 18:11:48,219 - mmaction - INFO - Epoch [13][460/3757] lr: 1.000e-02, eta: 2 days, 1:34:17, time: 1.154, data_time: 0.002, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8141, loss_cls: 1.7052, loss: 1.7052, grad_norm: 5.3646 2021-06-16 18:12:10,568 - mmaction - INFO - Epoch [13][480/3757] lr: 1.000e-02, eta: 2 days, 1:33:43, time: 1.117, data_time: 0.001, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8086, loss_cls: 1.7462, loss: 1.7462, grad_norm: 5.2577 2021-06-16 18:12:34,141 - mmaction - INFO - Epoch [13][500/3757] lr: 1.000e-02, eta: 2 days, 1:33:14, time: 1.178, data_time: 0.003, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8094, loss_cls: 1.7561, loss: 1.7561, grad_norm: 5.4374 2021-06-16 18:12:57,304 - mmaction - INFO - Epoch [13][520/3757] lr: 1.000e-02, eta: 2 days, 1:32:42, time: 1.157, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.6678, loss: 1.6678, grad_norm: 5.2111 2021-06-16 18:13:19,530 - mmaction - INFO - Epoch [13][540/3757] lr: 1.000e-02, eta: 2 days, 1:32:09, time: 1.112, data_time: 0.030, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8031, loss_cls: 1.7842, loss: 1.7842, grad_norm: 5.3129 2021-06-16 18:13:42,387 - mmaction - INFO - Epoch [13][560/3757] lr: 1.000e-02, eta: 2 days, 1:31:37, time: 1.143, data_time: 0.035, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7984, loss_cls: 1.8528, loss: 1.8528, grad_norm: 5.3673 2021-06-16 18:14:05,405 - mmaction - INFO - Epoch [13][580/3757] lr: 1.000e-02, eta: 2 days, 1:31:05, time: 1.151, data_time: 0.119, memory: 7080, top1_acc: 0.5898, top5_acc: 0.7984, loss_cls: 1.7716, loss: 1.7716, grad_norm: 5.1036 2021-06-16 18:14:29,714 - mmaction - INFO - Epoch [13][600/3757] lr: 1.000e-02, eta: 2 days, 1:30:38, time: 1.215, data_time: 0.151, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8195, loss_cls: 1.6986, loss: 1.6986, grad_norm: 5.3013 2021-06-16 18:14:52,407 - mmaction - INFO - Epoch [13][620/3757] lr: 1.000e-02, eta: 2 days, 1:30:05, time: 1.135, data_time: 0.005, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8250, loss_cls: 1.6241, loss: 1.6241, grad_norm: 5.0671 2021-06-16 18:15:14,219 - mmaction - INFO - Epoch [13][640/3757] lr: 1.000e-02, eta: 2 days, 1:29:30, time: 1.090, data_time: 0.001, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7992, loss_cls: 1.7980, loss: 1.7980, grad_norm: 5.3849 2021-06-16 18:15:36,448 - mmaction - INFO - Epoch [13][660/3757] lr: 1.000e-02, eta: 2 days, 1:28:56, time: 1.112, data_time: 0.048, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8086, loss_cls: 1.7036, loss: 1.7036, grad_norm: 5.1583 2021-06-16 18:15:59,268 - mmaction - INFO - Epoch [13][680/3757] lr: 1.000e-02, eta: 2 days, 1:28:24, time: 1.140, data_time: 0.264, memory: 7080, top1_acc: 0.5594, top5_acc: 0.8195, loss_cls: 1.7881, loss: 1.7881, grad_norm: 5.4140 2021-06-16 18:16:22,418 - mmaction - INFO - Epoch [13][700/3757] lr: 1.000e-02, eta: 2 days, 1:27:53, time: 1.153, data_time: 0.375, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8094, loss_cls: 1.7538, loss: 1.7538, grad_norm: 5.3178 2021-06-16 18:16:44,478 - mmaction - INFO - Epoch [13][720/3757] lr: 1.000e-02, eta: 2 days, 1:27:19, time: 1.108, data_time: 0.180, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7891, loss_cls: 1.8598, loss: 1.8598, grad_norm: 5.4105 2021-06-16 18:17:08,247 - mmaction - INFO - Epoch [13][740/3757] lr: 1.000e-02, eta: 2 days, 1:26:49, time: 1.188, data_time: 0.086, memory: 7080, top1_acc: 0.5461, top5_acc: 0.7836, loss_cls: 1.8876, loss: 1.8876, grad_norm: 5.3704 2021-06-16 18:17:30,520 - mmaction - INFO - Epoch [13][760/3757] lr: 1.000e-02, eta: 2 days, 1:26:16, time: 1.114, data_time: 0.036, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8172, loss_cls: 1.6556, loss: 1.6556, grad_norm: 5.0616 2021-06-16 18:17:55,170 - mmaction - INFO - Epoch [13][780/3757] lr: 1.000e-02, eta: 2 days, 1:25:49, time: 1.227, data_time: 0.001, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8211, loss_cls: 1.6730, loss: 1.6730, grad_norm: 5.1909 2021-06-16 18:18:16,870 - mmaction - INFO - Epoch [13][800/3757] lr: 1.000e-02, eta: 2 days, 1:25:14, time: 1.089, data_time: 0.007, memory: 7080, top1_acc: 0.5781, top5_acc: 0.7969, loss_cls: 1.7881, loss: 1.7881, grad_norm: 5.2437 2021-06-16 18:18:40,578 - mmaction - INFO - Epoch [13][820/3757] lr: 1.000e-02, eta: 2 days, 1:24:44, time: 1.184, data_time: 0.003, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8117, loss_cls: 1.7419, loss: 1.7419, grad_norm: 5.2998 2021-06-16 18:19:03,170 - mmaction - INFO - Epoch [13][840/3757] lr: 1.000e-02, eta: 2 days, 1:24:12, time: 1.132, data_time: 0.004, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8148, loss_cls: 1.7457, loss: 1.7457, grad_norm: 5.3707 2021-06-16 18:19:24,783 - mmaction - INFO - Epoch [13][860/3757] lr: 1.000e-02, eta: 2 days, 1:23:36, time: 1.081, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.7031, loss: 1.7031, grad_norm: 5.3223 2021-06-16 18:19:47,171 - mmaction - INFO - Epoch [13][880/3757] lr: 1.000e-02, eta: 2 days, 1:23:03, time: 1.120, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.7977, loss_cls: 1.7878, loss: 1.7878, grad_norm: 5.2646 2021-06-16 18:20:10,721 - mmaction - INFO - Epoch [13][900/3757] lr: 1.000e-02, eta: 2 days, 1:22:33, time: 1.178, data_time: 0.084, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7789, loss_cls: 1.9209, loss: 1.9209, grad_norm: 5.4898 2021-06-16 18:20:34,715 - mmaction - INFO - Epoch [13][920/3757] lr: 1.000e-02, eta: 2 days, 1:22:05, time: 1.200, data_time: 0.002, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8055, loss_cls: 1.8250, loss: 1.8250, grad_norm: 5.3989 2021-06-16 18:20:56,890 - mmaction - INFO - Epoch [13][940/3757] lr: 1.000e-02, eta: 2 days, 1:21:31, time: 1.109, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8141, loss_cls: 1.6999, loss: 1.6999, grad_norm: 5.1857 2021-06-16 18:21:19,347 - mmaction - INFO - Epoch [13][960/3757] lr: 1.000e-02, eta: 2 days, 1:20:58, time: 1.122, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8047, loss_cls: 1.8153, loss: 1.8153, grad_norm: 5.3648 2021-06-16 18:21:40,193 - mmaction - INFO - Epoch [13][980/3757] lr: 1.000e-02, eta: 2 days, 1:20:20, time: 1.043, data_time: 0.050, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8078, loss_cls: 1.7810, loss: 1.7810, grad_norm: 5.2322 2021-06-16 18:22:03,556 - mmaction - INFO - Epoch [13][1000/3757] lr: 1.000e-02, eta: 2 days, 1:19:50, time: 1.168, data_time: 0.514, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8219, loss_cls: 1.7190, loss: 1.7190, grad_norm: 5.1896 2021-06-16 18:22:27,131 - mmaction - INFO - Epoch [13][1020/3757] lr: 1.000e-02, eta: 2 days, 1:19:20, time: 1.179, data_time: 0.411, memory: 7080, top1_acc: 0.5523, top5_acc: 0.8055, loss_cls: 1.8136, loss: 1.8136, grad_norm: 5.4976 2021-06-16 18:22:50,442 - mmaction - INFO - Epoch [13][1040/3757] lr: 1.000e-02, eta: 2 days, 1:18:49, time: 1.164, data_time: 0.143, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7914, loss_cls: 1.8575, loss: 1.8575, grad_norm: 5.2668 2021-06-16 18:23:14,759 - mmaction - INFO - Epoch [13][1060/3757] lr: 1.000e-02, eta: 2 days, 1:18:22, time: 1.218, data_time: 0.003, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8203, loss_cls: 1.6974, loss: 1.6974, grad_norm: 5.1049 2021-06-16 18:23:36,808 - mmaction - INFO - Epoch [13][1080/3757] lr: 1.000e-02, eta: 2 days, 1:17:48, time: 1.102, data_time: 0.001, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8172, loss_cls: 1.7134, loss: 1.7134, grad_norm: 5.1345 2021-06-16 18:23:58,564 - mmaction - INFO - Epoch [13][1100/3757] lr: 1.000e-02, eta: 2 days, 1:17:13, time: 1.088, data_time: 0.003, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8102, loss_cls: 1.7571, loss: 1.7571, grad_norm: 5.1865 2021-06-16 18:24:18,853 - mmaction - INFO - Epoch [13][1120/3757] lr: 1.000e-02, eta: 2 days, 1:16:33, time: 1.014, data_time: 0.119, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8133, loss_cls: 1.6904, loss: 1.6904, grad_norm: 5.3282 2021-06-16 18:24:41,463 - mmaction - INFO - Epoch [13][1140/3757] lr: 1.000e-02, eta: 2 days, 1:16:01, time: 1.130, data_time: 0.257, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8211, loss_cls: 1.7456, loss: 1.7456, grad_norm: 5.3051 2021-06-16 18:25:05,319 - mmaction - INFO - Epoch [13][1160/3757] lr: 1.000e-02, eta: 2 days, 1:15:32, time: 1.193, data_time: 0.157, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7852, loss_cls: 1.9064, loss: 1.9064, grad_norm: 5.6659 2021-06-16 18:25:27,370 - mmaction - INFO - Epoch [13][1180/3757] lr: 1.000e-02, eta: 2 days, 1:14:58, time: 1.101, data_time: 0.029, memory: 7080, top1_acc: 0.5641, top5_acc: 0.7914, loss_cls: 1.8099, loss: 1.8099, grad_norm: 5.3613 2021-06-16 18:25:50,183 - mmaction - INFO - Epoch [13][1200/3757] lr: 1.000e-02, eta: 2 days, 1:14:26, time: 1.142, data_time: 0.099, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7969, loss_cls: 1.8711, loss: 1.8711, grad_norm: 5.3251 2021-06-16 18:26:12,925 - mmaction - INFO - Epoch [13][1220/3757] lr: 1.000e-02, eta: 2 days, 1:13:54, time: 1.137, data_time: 0.089, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8180, loss_cls: 1.7656, loss: 1.7656, grad_norm: 5.3207 2021-06-16 18:26:35,440 - mmaction - INFO - Epoch [13][1240/3757] lr: 1.000e-02, eta: 2 days, 1:13:21, time: 1.126, data_time: 0.090, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8117, loss_cls: 1.7743, loss: 1.7743, grad_norm: 5.2975 2021-06-16 18:26:58,294 - mmaction - INFO - Epoch [13][1260/3757] lr: 1.000e-02, eta: 2 days, 1:12:49, time: 1.142, data_time: 0.149, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7875, loss_cls: 1.8705, loss: 1.8705, grad_norm: 5.2829 2021-06-16 18:27:22,155 - mmaction - INFO - Epoch [13][1280/3757] lr: 1.000e-02, eta: 2 days, 1:12:21, time: 1.193, data_time: 0.070, memory: 7080, top1_acc: 0.5523, top5_acc: 0.8094, loss_cls: 1.8342, loss: 1.8342, grad_norm: 5.3624 2021-06-16 18:27:44,163 - mmaction - INFO - Epoch [13][1300/3757] lr: 1.000e-02, eta: 2 days, 1:11:46, time: 1.100, data_time: 0.008, memory: 7080, top1_acc: 0.5711, top5_acc: 0.7891, loss_cls: 1.8233, loss: 1.8233, grad_norm: 5.2646 2021-06-16 18:28:07,526 - mmaction - INFO - Epoch [13][1320/3757] lr: 1.000e-02, eta: 2 days, 1:11:16, time: 1.169, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8117, loss_cls: 1.7338, loss: 1.7338, grad_norm: 5.1972 2021-06-16 18:28:30,699 - mmaction - INFO - Epoch [13][1340/3757] lr: 1.000e-02, eta: 2 days, 1:10:45, time: 1.158, data_time: 0.002, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7789, loss_cls: 1.8602, loss: 1.8602, grad_norm: 5.3088 2021-06-16 18:28:53,427 - mmaction - INFO - Epoch [13][1360/3757] lr: 1.000e-02, eta: 2 days, 1:10:13, time: 1.136, data_time: 0.046, memory: 7080, top1_acc: 0.5703, top5_acc: 0.7953, loss_cls: 1.8167, loss: 1.8167, grad_norm: 5.4177 2021-06-16 18:29:16,622 - mmaction - INFO - Epoch [13][1380/3757] lr: 1.000e-02, eta: 2 days, 1:09:43, time: 1.159, data_time: 0.002, memory: 7080, top1_acc: 0.5508, top5_acc: 0.7906, loss_cls: 1.8399, loss: 1.8399, grad_norm: 5.3975 2021-06-16 18:29:39,806 - mmaction - INFO - Epoch [13][1400/3757] lr: 1.000e-02, eta: 2 days, 1:09:12, time: 1.160, data_time: 0.002, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7992, loss_cls: 1.7961, loss: 1.7961, grad_norm: 5.3073 2021-06-16 18:30:02,430 - mmaction - INFO - Epoch [13][1420/3757] lr: 1.000e-02, eta: 2 days, 1:08:40, time: 1.128, data_time: 0.001, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8187, loss_cls: 1.7372, loss: 1.7372, grad_norm: 5.2474 2021-06-16 18:30:24,480 - mmaction - INFO - Epoch [13][1440/3757] lr: 1.000e-02, eta: 2 days, 1:08:06, time: 1.105, data_time: 0.005, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8016, loss_cls: 1.7947, loss: 1.7947, grad_norm: 5.3844 2021-06-16 18:30:47,496 - mmaction - INFO - Epoch [13][1460/3757] lr: 1.000e-02, eta: 2 days, 1:07:34, time: 1.150, data_time: 0.053, memory: 7080, top1_acc: 0.5570, top5_acc: 0.8031, loss_cls: 1.8221, loss: 1.8221, grad_norm: 5.3019 2021-06-16 18:31:10,242 - mmaction - INFO - Epoch [13][1480/3757] lr: 1.000e-02, eta: 2 days, 1:07:03, time: 1.138, data_time: 0.095, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8102, loss_cls: 1.7672, loss: 1.7672, grad_norm: 5.2804 2021-06-16 18:31:34,234 - mmaction - INFO - Epoch [13][1500/3757] lr: 1.000e-02, eta: 2 days, 1:06:34, time: 1.197, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8031, loss_cls: 1.7757, loss: 1.7757, grad_norm: 5.2193 2021-06-16 18:31:56,696 - mmaction - INFO - Epoch [13][1520/3757] lr: 1.000e-02, eta: 2 days, 1:06:02, time: 1.126, data_time: 0.008, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8070, loss_cls: 1.7394, loss: 1.7394, grad_norm: 5.2758 2021-06-16 18:32:18,929 - mmaction - INFO - Epoch [13][1540/3757] lr: 1.000e-02, eta: 2 days, 1:05:28, time: 1.109, data_time: 0.235, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8148, loss_cls: 1.7043, loss: 1.7043, grad_norm: 5.1643 2021-06-16 18:32:41,946 - mmaction - INFO - Epoch [13][1560/3757] lr: 1.000e-02, eta: 2 days, 1:04:57, time: 1.153, data_time: 0.326, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8039, loss_cls: 1.7414, loss: 1.7414, grad_norm: 5.2192 2021-06-16 18:33:05,029 - mmaction - INFO - Epoch [13][1580/3757] lr: 1.000e-02, eta: 2 days, 1:04:26, time: 1.154, data_time: 0.150, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8211, loss_cls: 1.7238, loss: 1.7238, grad_norm: 5.2184 2021-06-16 18:33:27,968 - mmaction - INFO - Epoch [13][1600/3757] lr: 1.000e-02, eta: 2 days, 1:03:55, time: 1.146, data_time: 0.038, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7937, loss_cls: 1.8468, loss: 1.8468, grad_norm: 5.3719 2021-06-16 18:33:51,291 - mmaction - INFO - Epoch [13][1620/3757] lr: 1.000e-02, eta: 2 days, 1:03:24, time: 1.166, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8070, loss_cls: 1.7516, loss: 1.7516, grad_norm: 5.2287 2021-06-16 18:34:14,499 - mmaction - INFO - Epoch [13][1640/3757] lr: 1.000e-02, eta: 2 days, 1:02:54, time: 1.158, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8102, loss_cls: 1.7392, loss: 1.7392, grad_norm: 5.3242 2021-06-16 18:34:37,309 - mmaction - INFO - Epoch [13][1660/3757] lr: 1.000e-02, eta: 2 days, 1:02:22, time: 1.143, data_time: 0.004, memory: 7080, top1_acc: 0.5719, top5_acc: 0.7883, loss_cls: 1.8244, loss: 1.8244, grad_norm: 5.2827 2021-06-16 18:35:00,212 - mmaction - INFO - Epoch [13][1680/3757] lr: 1.000e-02, eta: 2 days, 1:01:51, time: 1.145, data_time: 0.003, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8039, loss_cls: 1.7875, loss: 1.7875, grad_norm: 5.2692 2021-06-16 18:35:22,148 - mmaction - INFO - Epoch [13][1700/3757] lr: 1.000e-02, eta: 2 days, 1:01:16, time: 1.096, data_time: 0.001, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8047, loss_cls: 1.7365, loss: 1.7365, grad_norm: 5.0097 2021-06-16 18:35:45,707 - mmaction - INFO - Epoch [13][1720/3757] lr: 1.000e-02, eta: 2 days, 1:00:47, time: 1.177, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8125, loss_cls: 1.7651, loss: 1.7651, grad_norm: 5.4545 2021-06-16 18:36:07,091 - mmaction - INFO - Epoch [13][1740/3757] lr: 1.000e-02, eta: 2 days, 1:00:11, time: 1.066, data_time: 0.003, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8000, loss_cls: 1.8196, loss: 1.8196, grad_norm: 5.4426 2021-06-16 18:36:29,832 - mmaction - INFO - Epoch [13][1760/3757] lr: 1.000e-02, eta: 2 days, 0:59:39, time: 1.142, data_time: 0.006, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8063, loss_cls: 1.7687, loss: 1.7687, grad_norm: 5.3015 2021-06-16 18:36:53,419 - mmaction - INFO - Epoch [13][1780/3757] lr: 1.000e-02, eta: 2 days, 0:59:10, time: 1.179, data_time: 0.002, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8055, loss_cls: 1.7366, loss: 1.7366, grad_norm: 5.2227 2021-06-16 18:37:15,263 - mmaction - INFO - Epoch [13][1800/3757] lr: 1.000e-02, eta: 2 days, 0:58:35, time: 1.092, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8164, loss_cls: 1.7302, loss: 1.7302, grad_norm: 5.2060 2021-06-16 18:37:38,507 - mmaction - INFO - Epoch [13][1820/3757] lr: 1.000e-02, eta: 2 days, 0:58:05, time: 1.163, data_time: 0.125, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8234, loss_cls: 1.7692, loss: 1.7692, grad_norm: 5.2839 2021-06-16 18:38:02,266 - mmaction - INFO - Epoch [13][1840/3757] lr: 1.000e-02, eta: 2 days, 0:57:36, time: 1.188, data_time: 0.065, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8039, loss_cls: 1.8232, loss: 1.8232, grad_norm: 5.3432 2021-06-16 18:38:24,919 - mmaction - INFO - Epoch [13][1860/3757] lr: 1.000e-02, eta: 2 days, 0:57:04, time: 1.132, data_time: 0.172, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7922, loss_cls: 1.9166, loss: 1.9166, grad_norm: 5.5114 2021-06-16 18:38:48,114 - mmaction - INFO - Epoch [13][1880/3757] lr: 1.000e-02, eta: 2 days, 0:56:34, time: 1.159, data_time: 0.037, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7875, loss_cls: 1.8634, loss: 1.8634, grad_norm: 5.4531 2021-06-16 18:39:10,978 - mmaction - INFO - Epoch [13][1900/3757] lr: 1.000e-02, eta: 2 days, 0:56:02, time: 1.144, data_time: 0.029, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8187, loss_cls: 1.7254, loss: 1.7254, grad_norm: 5.3545 2021-06-16 18:39:33,854 - mmaction - INFO - Epoch [13][1920/3757] lr: 1.000e-02, eta: 2 days, 0:55:31, time: 1.143, data_time: 0.019, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8125, loss_cls: 1.7481, loss: 1.7481, grad_norm: 5.3085 2021-06-16 18:39:55,935 - mmaction - INFO - Epoch [13][1940/3757] lr: 1.000e-02, eta: 2 days, 0:54:57, time: 1.100, data_time: 0.008, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7984, loss_cls: 1.8444, loss: 1.8444, grad_norm: 5.3700 2021-06-16 18:40:19,417 - mmaction - INFO - Epoch [13][1960/3757] lr: 1.000e-02, eta: 2 days, 0:54:27, time: 1.178, data_time: 0.167, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8109, loss_cls: 1.7659, loss: 1.7659, grad_norm: 5.2048 2021-06-16 18:40:41,091 - mmaction - INFO - Epoch [13][1980/3757] lr: 1.000e-02, eta: 2 days, 0:53:52, time: 1.084, data_time: 0.132, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7898, loss_cls: 1.8286, loss: 1.8286, grad_norm: 5.1820 2021-06-16 18:41:04,537 - mmaction - INFO - Epoch [13][2000/3757] lr: 1.000e-02, eta: 2 days, 0:53:23, time: 1.172, data_time: 0.267, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8008, loss_cls: 1.8362, loss: 1.8362, grad_norm: 5.1488 2021-06-16 18:41:27,597 - mmaction - INFO - Epoch [13][2020/3757] lr: 1.000e-02, eta: 2 days, 0:52:52, time: 1.153, data_time: 0.016, memory: 7080, top1_acc: 0.5570, top5_acc: 0.8055, loss_cls: 1.7887, loss: 1.7887, grad_norm: 5.2723 2021-06-16 18:41:50,104 - mmaction - INFO - Epoch [13][2040/3757] lr: 1.000e-02, eta: 2 days, 0:52:20, time: 1.126, data_time: 0.003, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8203, loss_cls: 1.7353, loss: 1.7353, grad_norm: 5.1508 2021-06-16 18:42:13,521 - mmaction - INFO - Epoch [13][2060/3757] lr: 1.000e-02, eta: 2 days, 0:51:50, time: 1.170, data_time: 0.001, memory: 7080, top1_acc: 0.5664, top5_acc: 0.7875, loss_cls: 1.8419, loss: 1.8419, grad_norm: 5.1502 2021-06-16 18:42:36,936 - mmaction - INFO - Epoch [13][2080/3757] lr: 1.000e-02, eta: 2 days, 0:51:20, time: 1.171, data_time: 0.003, memory: 7080, top1_acc: 0.5594, top5_acc: 0.8102, loss_cls: 1.8072, loss: 1.8072, grad_norm: 5.3454 2021-06-16 18:42:59,442 - mmaction - INFO - Epoch [13][2100/3757] lr: 1.000e-02, eta: 2 days, 0:50:48, time: 1.125, data_time: 0.087, memory: 7080, top1_acc: 0.5695, top5_acc: 0.7914, loss_cls: 1.7979, loss: 1.7979, grad_norm: 5.2541 2021-06-16 18:43:22,659 - mmaction - INFO - Epoch [13][2120/3757] lr: 1.000e-02, eta: 2 days, 0:50:17, time: 1.159, data_time: 0.026, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8227, loss_cls: 1.6900, loss: 1.6900, grad_norm: 5.0152 2021-06-16 18:43:44,480 - mmaction - INFO - Epoch [13][2140/3757] lr: 1.000e-02, eta: 2 days, 0:49:43, time: 1.090, data_time: 0.076, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8164, loss_cls: 1.7342, loss: 1.7342, grad_norm: 5.1904 2021-06-16 18:44:08,095 - mmaction - INFO - Epoch [13][2160/3757] lr: 1.000e-02, eta: 2 days, 0:49:14, time: 1.184, data_time: 0.070, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8031, loss_cls: 1.8224, loss: 1.8224, grad_norm: 5.2526 2021-06-16 18:44:31,392 - mmaction - INFO - Epoch [13][2180/3757] lr: 1.000e-02, eta: 2 days, 0:48:44, time: 1.165, data_time: 0.134, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.8577, loss: 1.8577, grad_norm: 5.3963 2021-06-16 18:44:54,277 - mmaction - INFO - Epoch [13][2200/3757] lr: 1.000e-02, eta: 2 days, 0:48:12, time: 1.144, data_time: 0.069, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7992, loss_cls: 1.8081, loss: 1.8081, grad_norm: 5.2902 2021-06-16 18:45:16,487 - mmaction - INFO - Epoch [13][2220/3757] lr: 1.000e-02, eta: 2 days, 0:47:39, time: 1.108, data_time: 0.185, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7781, loss_cls: 1.8585, loss: 1.8585, grad_norm: 5.3928 2021-06-16 18:45:39,281 - mmaction - INFO - Epoch [13][2240/3757] lr: 1.000e-02, eta: 2 days, 0:47:07, time: 1.141, data_time: 0.422, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8063, loss_cls: 1.7745, loss: 1.7745, grad_norm: 5.2629 2021-06-16 18:46:02,472 - mmaction - INFO - Epoch [13][2260/3757] lr: 1.000e-02, eta: 2 days, 0:46:37, time: 1.161, data_time: 0.468, memory: 7080, top1_acc: 0.5641, top5_acc: 0.8070, loss_cls: 1.8003, loss: 1.8003, grad_norm: 5.1995 2021-06-16 18:46:24,954 - mmaction - INFO - Epoch [13][2280/3757] lr: 1.000e-02, eta: 2 days, 0:46:05, time: 1.123, data_time: 0.170, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8266, loss_cls: 1.7252, loss: 1.7252, grad_norm: 5.2981 2021-06-16 18:46:46,737 - mmaction - INFO - Epoch [13][2300/3757] lr: 1.000e-02, eta: 2 days, 0:45:30, time: 1.090, data_time: 0.003, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8148, loss_cls: 1.7268, loss: 1.7268, grad_norm: 5.1679 2021-06-16 18:47:09,718 - mmaction - INFO - Epoch [13][2320/3757] lr: 1.000e-02, eta: 2 days, 0:44:59, time: 1.150, data_time: 0.005, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8078, loss_cls: 1.7384, loss: 1.7384, grad_norm: 5.2558 2021-06-16 18:47:32,783 - mmaction - INFO - Epoch [13][2340/3757] lr: 1.000e-02, eta: 2 days, 0:44:29, time: 1.153, data_time: 0.120, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7930, loss_cls: 1.8368, loss: 1.8368, grad_norm: 5.4951 2021-06-16 18:47:56,050 - mmaction - INFO - Epoch [13][2360/3757] lr: 1.000e-02, eta: 2 days, 0:43:58, time: 1.163, data_time: 0.146, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8320, loss_cls: 1.7059, loss: 1.7059, grad_norm: 5.2091 2021-06-16 18:48:18,820 - mmaction - INFO - Epoch [13][2380/3757] lr: 1.000e-02, eta: 2 days, 0:43:27, time: 1.138, data_time: 0.003, memory: 7080, top1_acc: 0.5648, top5_acc: 0.7961, loss_cls: 1.7918, loss: 1.7918, grad_norm: 5.3470 2021-06-16 18:48:41,685 - mmaction - INFO - Epoch [13][2400/3757] lr: 1.000e-02, eta: 2 days, 0:42:55, time: 1.141, data_time: 0.003, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7867, loss_cls: 1.8282, loss: 1.8282, grad_norm: 5.4037 2021-06-16 18:49:03,559 - mmaction - INFO - Epoch [13][2420/3757] lr: 1.000e-02, eta: 2 days, 0:42:21, time: 1.096, data_time: 0.005, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8117, loss_cls: 1.7218, loss: 1.7218, grad_norm: 5.2788 2021-06-16 18:49:26,145 - mmaction - INFO - Epoch [13][2440/3757] lr: 1.000e-02, eta: 2 days, 0:41:49, time: 1.130, data_time: 0.002, memory: 7080, top1_acc: 0.5602, top5_acc: 0.8109, loss_cls: 1.7765, loss: 1.7765, grad_norm: 5.2495 2021-06-16 18:49:49,404 - mmaction - INFO - Epoch [13][2460/3757] lr: 1.000e-02, eta: 2 days, 0:41:19, time: 1.163, data_time: 0.002, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7898, loss_cls: 1.8547, loss: 1.8547, grad_norm: 5.2561 2021-06-16 18:50:12,910 - mmaction - INFO - Epoch [13][2480/3757] lr: 1.000e-02, eta: 2 days, 0:40:50, time: 1.174, data_time: 0.001, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7914, loss_cls: 1.8541, loss: 1.8541, grad_norm: 5.3368 2021-06-16 18:50:34,245 - mmaction - INFO - Epoch [13][2500/3757] lr: 1.000e-02, eta: 2 days, 0:40:14, time: 1.068, data_time: 0.003, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.7312, loss: 1.7312, grad_norm: 5.3842 2021-06-16 18:50:56,488 - mmaction - INFO - Epoch [13][2520/3757] lr: 1.000e-02, eta: 2 days, 0:39:41, time: 1.112, data_time: 0.002, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7953, loss_cls: 1.8634, loss: 1.8634, grad_norm: 5.3185 2021-06-16 18:51:18,850 - mmaction - INFO - Epoch [13][2540/3757] lr: 1.000e-02, eta: 2 days, 0:39:08, time: 1.119, data_time: 0.116, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8273, loss_cls: 1.7004, loss: 1.7004, grad_norm: 5.3763 2021-06-16 18:51:42,857 - mmaction - INFO - Epoch [13][2560/3757] lr: 1.000e-02, eta: 2 days, 0:38:41, time: 1.201, data_time: 0.015, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8234, loss_cls: 1.6683, loss: 1.6683, grad_norm: 5.0304 2021-06-16 18:52:05,452 - mmaction - INFO - Epoch [13][2580/3757] lr: 1.000e-02, eta: 2 days, 0:38:08, time: 1.129, data_time: 0.005, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8055, loss_cls: 1.8083, loss: 1.8083, grad_norm: 5.3452 2021-06-16 18:52:26,904 - mmaction - INFO - Epoch [13][2600/3757] lr: 1.000e-02, eta: 2 days, 0:37:33, time: 1.073, data_time: 0.018, memory: 7080, top1_acc: 0.5516, top5_acc: 0.8070, loss_cls: 1.8642, loss: 1.8642, grad_norm: 5.3378 2021-06-16 18:52:49,427 - mmaction - INFO - Epoch [13][2620/3757] lr: 1.000e-02, eta: 2 days, 0:37:01, time: 1.127, data_time: 0.094, memory: 7080, top1_acc: 0.5711, top5_acc: 0.7859, loss_cls: 1.8487, loss: 1.8487, grad_norm: 5.4213 2021-06-16 18:53:12,162 - mmaction - INFO - Epoch [13][2640/3757] lr: 1.000e-02, eta: 2 days, 0:36:29, time: 1.137, data_time: 0.009, memory: 7080, top1_acc: 0.5570, top5_acc: 0.8000, loss_cls: 1.8136, loss: 1.8136, grad_norm: 5.2615 2021-06-16 18:53:35,476 - mmaction - INFO - Epoch [13][2660/3757] lr: 1.000e-02, eta: 2 days, 0:36:00, time: 1.165, data_time: 0.296, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7867, loss_cls: 1.8173, loss: 1.8173, grad_norm: 5.1711 2021-06-16 18:53:58,161 - mmaction - INFO - Epoch [13][2680/3757] lr: 1.000e-02, eta: 2 days, 0:35:28, time: 1.135, data_time: 0.223, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8008, loss_cls: 1.7736, loss: 1.7736, grad_norm: 5.1562 2021-06-16 18:54:20,626 - mmaction - INFO - Epoch [13][2700/3757] lr: 1.000e-02, eta: 2 days, 0:34:56, time: 1.123, data_time: 0.207, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7992, loss_cls: 1.8255, loss: 1.8255, grad_norm: 5.2591 2021-06-16 18:54:42,369 - mmaction - INFO - Epoch [13][2720/3757] lr: 1.000e-02, eta: 2 days, 0:34:21, time: 1.084, data_time: 0.155, memory: 7080, top1_acc: 0.5727, top5_acc: 0.7984, loss_cls: 1.8623, loss: 1.8623, grad_norm: 5.1777 2021-06-16 18:55:06,303 - mmaction - INFO - Epoch [13][2740/3757] lr: 1.000e-02, eta: 2 days, 0:33:53, time: 1.200, data_time: 0.005, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8047, loss_cls: 1.7542, loss: 1.7542, grad_norm: 5.0822 2021-06-16 18:55:29,757 - mmaction - INFO - Epoch [13][2760/3757] lr: 1.000e-02, eta: 2 days, 0:33:24, time: 1.173, data_time: 0.005, memory: 7080, top1_acc: 0.5750, top5_acc: 0.7984, loss_cls: 1.8218, loss: 1.8218, grad_norm: 5.2089 2021-06-16 18:55:51,704 - mmaction - INFO - Epoch [13][2780/3757] lr: 1.000e-02, eta: 2 days, 0:32:50, time: 1.097, data_time: 0.037, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7883, loss_cls: 1.8951, loss: 1.8951, grad_norm: 5.3763 2021-06-16 18:56:14,199 - mmaction - INFO - Epoch [13][2800/3757] lr: 1.000e-02, eta: 2 days, 0:32:18, time: 1.124, data_time: 0.301, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8055, loss_cls: 1.7728, loss: 1.7728, grad_norm: 5.2198 2021-06-16 18:56:36,766 - mmaction - INFO - Epoch [13][2820/3757] lr: 1.000e-02, eta: 2 days, 0:31:46, time: 1.127, data_time: 0.381, memory: 7080, top1_acc: 0.5359, top5_acc: 0.7781, loss_cls: 1.9200, loss: 1.9200, grad_norm: 5.3058 2021-06-16 18:56:59,968 - mmaction - INFO - Epoch [13][2840/3757] lr: 1.000e-02, eta: 2 days, 0:31:16, time: 1.161, data_time: 0.217, memory: 7080, top1_acc: 0.5703, top5_acc: 0.7969, loss_cls: 1.7954, loss: 1.7954, grad_norm: 5.2651 2021-06-16 18:57:23,705 - mmaction - INFO - Epoch [13][2860/3757] lr: 1.000e-02, eta: 2 days, 0:30:47, time: 1.187, data_time: 0.022, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8008, loss_cls: 1.7850, loss: 1.7850, grad_norm: 5.1489 2021-06-16 18:57:46,008 - mmaction - INFO - Epoch [13][2880/3757] lr: 1.000e-02, eta: 2 days, 0:30:14, time: 1.115, data_time: 0.011, memory: 7080, top1_acc: 0.5664, top5_acc: 0.7977, loss_cls: 1.8514, loss: 1.8514, grad_norm: 5.3557 2021-06-16 18:58:08,037 - mmaction - INFO - Epoch [13][2900/3757] lr: 1.000e-02, eta: 2 days, 0:29:41, time: 1.102, data_time: 0.064, memory: 7080, top1_acc: 0.5539, top5_acc: 0.7969, loss_cls: 1.7864, loss: 1.7864, grad_norm: 5.2190 2021-06-16 18:58:31,052 - mmaction - INFO - Epoch [13][2920/3757] lr: 1.000e-02, eta: 2 days, 0:29:10, time: 1.150, data_time: 0.068, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8258, loss_cls: 1.7629, loss: 1.7629, grad_norm: 5.2701 2021-06-16 18:58:54,952 - mmaction - INFO - Epoch [13][2940/3757] lr: 1.000e-02, eta: 2 days, 0:28:42, time: 1.195, data_time: 0.042, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8195, loss_cls: 1.7400, loss: 1.7400, grad_norm: 5.2336 2021-06-16 18:59:17,246 - mmaction - INFO - Epoch [13][2960/3757] lr: 1.000e-02, eta: 2 days, 0:28:09, time: 1.114, data_time: 0.106, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8031, loss_cls: 1.8192, loss: 1.8192, grad_norm: 5.2228 2021-06-16 18:59:41,482 - mmaction - INFO - Epoch [13][2980/3757] lr: 1.000e-02, eta: 2 days, 0:27:42, time: 1.210, data_time: 0.125, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7914, loss_cls: 1.8391, loss: 1.8391, grad_norm: 5.3271 2021-06-16 19:00:03,269 - mmaction - INFO - Epoch [13][3000/3757] lr: 1.000e-02, eta: 2 days, 0:27:08, time: 1.092, data_time: 0.004, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7953, loss_cls: 1.8600, loss: 1.8600, grad_norm: 5.2248 2021-06-16 19:00:26,289 - mmaction - INFO - Epoch [13][3020/3757] lr: 1.000e-02, eta: 2 days, 0:26:37, time: 1.150, data_time: 0.002, memory: 7080, top1_acc: 0.5523, top5_acc: 0.7836, loss_cls: 1.8789, loss: 1.8789, grad_norm: 5.2840 2021-06-16 19:00:48,299 - mmaction - INFO - Epoch [13][3040/3757] lr: 1.000e-02, eta: 2 days, 0:26:04, time: 1.101, data_time: 0.084, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8008, loss_cls: 1.7975, loss: 1.7975, grad_norm: 5.1865 2021-06-16 19:01:11,616 - mmaction - INFO - Epoch [13][3060/3757] lr: 1.000e-02, eta: 2 days, 0:25:34, time: 1.166, data_time: 0.403, memory: 7080, top1_acc: 0.5477, top5_acc: 0.7898, loss_cls: 1.8453, loss: 1.8453, grad_norm: 5.3356 2021-06-16 19:01:35,076 - mmaction - INFO - Epoch [13][3080/3757] lr: 1.000e-02, eta: 2 days, 0:25:05, time: 1.172, data_time: 0.069, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8148, loss_cls: 1.7493, loss: 1.7493, grad_norm: 5.2598 2021-06-16 19:01:57,881 - mmaction - INFO - Epoch [13][3100/3757] lr: 1.000e-02, eta: 2 days, 0:24:34, time: 1.142, data_time: 0.038, memory: 7080, top1_acc: 0.5320, top5_acc: 0.7805, loss_cls: 1.8870, loss: 1.8870, grad_norm: 5.3175 2021-06-16 19:02:20,926 - mmaction - INFO - Epoch [13][3120/3757] lr: 1.000e-02, eta: 2 days, 0:24:03, time: 1.152, data_time: 0.017, memory: 7080, top1_acc: 0.5586, top5_acc: 0.8102, loss_cls: 1.7595, loss: 1.7595, grad_norm: 5.3225 2021-06-16 19:02:43,532 - mmaction - INFO - Epoch [13][3140/3757] lr: 1.000e-02, eta: 2 days, 0:23:31, time: 1.129, data_time: 0.001, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8039, loss_cls: 1.7296, loss: 1.7296, grad_norm: 5.2955 2021-06-16 19:03:06,164 - mmaction - INFO - Epoch [13][3160/3757] lr: 1.000e-02, eta: 2 days, 0:23:00, time: 1.134, data_time: 0.003, memory: 7080, top1_acc: 0.5727, top5_acc: 0.7969, loss_cls: 1.8045, loss: 1.8045, grad_norm: 5.2253 2021-06-16 19:03:29,894 - mmaction - INFO - Epoch [13][3180/3757] lr: 1.000e-02, eta: 2 days, 0:22:31, time: 1.186, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8063, loss_cls: 1.7364, loss: 1.7364, grad_norm: 5.2793 2021-06-16 19:03:52,802 - mmaction - INFO - Epoch [13][3200/3757] lr: 1.000e-02, eta: 2 days, 0:22:00, time: 1.146, data_time: 0.002, memory: 7080, top1_acc: 0.5594, top5_acc: 0.8008, loss_cls: 1.7911, loss: 1.7911, grad_norm: 5.2848 2021-06-16 19:04:14,665 - mmaction - INFO - Epoch [13][3220/3757] lr: 1.000e-02, eta: 2 days, 0:21:27, time: 1.092, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8016, loss_cls: 1.7748, loss: 1.7748, grad_norm: 5.1700 2021-06-16 19:04:37,169 - mmaction - INFO - Epoch [13][3240/3757] lr: 1.000e-02, eta: 2 days, 0:20:55, time: 1.127, data_time: 0.076, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8023, loss_cls: 1.8197, loss: 1.8197, grad_norm: 5.3298 2021-06-16 19:05:00,145 - mmaction - INFO - Epoch [13][3260/3757] lr: 1.000e-02, eta: 2 days, 0:20:24, time: 1.149, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8023, loss_cls: 1.7872, loss: 1.7872, grad_norm: 5.2809 2021-06-16 19:05:22,575 - mmaction - INFO - Epoch [13][3280/3757] lr: 1.000e-02, eta: 2 days, 0:19:51, time: 1.117, data_time: 0.001, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8117, loss_cls: 1.7321, loss: 1.7321, grad_norm: 5.0528 2021-06-16 19:05:46,065 - mmaction - INFO - Epoch [13][3300/3757] lr: 1.000e-02, eta: 2 days, 0:19:23, time: 1.179, data_time: 0.153, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8164, loss_cls: 1.7166, loss: 1.7166, grad_norm: 5.1522 2021-06-16 19:06:08,294 - mmaction - INFO - Epoch [13][3320/3757] lr: 1.000e-02, eta: 2 days, 0:18:50, time: 1.107, data_time: 0.281, memory: 7080, top1_acc: 0.5539, top5_acc: 0.8109, loss_cls: 1.7632, loss: 1.7632, grad_norm: 5.2269 2021-06-16 19:06:30,864 - mmaction - INFO - Epoch [13][3340/3757] lr: 1.000e-02, eta: 2 days, 0:18:18, time: 1.132, data_time: 0.054, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8016, loss_cls: 1.8442, loss: 1.8442, grad_norm: 5.2380 2021-06-16 19:06:54,434 - mmaction - INFO - Epoch [13][3360/3757] lr: 1.000e-02, eta: 2 days, 0:17:49, time: 1.178, data_time: 0.041, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7945, loss_cls: 1.8830, loss: 1.8830, grad_norm: 5.3597 2021-06-16 19:07:18,129 - mmaction - INFO - Epoch [13][3380/3757] lr: 1.000e-02, eta: 2 days, 0:17:20, time: 1.184, data_time: 0.009, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8070, loss_cls: 1.7289, loss: 1.7289, grad_norm: 5.1889 2021-06-16 19:07:40,731 - mmaction - INFO - Epoch [13][3400/3757] lr: 1.000e-02, eta: 2 days, 0:16:49, time: 1.130, data_time: 0.002, memory: 7080, top1_acc: 0.5641, top5_acc: 0.8000, loss_cls: 1.8112, loss: 1.8112, grad_norm: 5.4144 2021-06-16 19:08:02,423 - mmaction - INFO - Epoch [13][3420/3757] lr: 1.000e-02, eta: 2 days, 0:16:15, time: 1.086, data_time: 0.083, memory: 7080, top1_acc: 0.5492, top5_acc: 0.7852, loss_cls: 1.8981, loss: 1.8981, grad_norm: 5.3358 2021-06-16 19:08:25,233 - mmaction - INFO - Epoch [13][3440/3757] lr: 1.000e-02, eta: 2 days, 0:15:44, time: 1.141, data_time: 0.370, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8117, loss_cls: 1.7655, loss: 1.7655, grad_norm: 5.3710 2021-06-16 19:08:47,975 - mmaction - INFO - Epoch [13][3460/3757] lr: 1.000e-02, eta: 2 days, 0:15:12, time: 1.135, data_time: 0.265, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8102, loss_cls: 1.7867, loss: 1.7867, grad_norm: 5.5351 2021-06-16 19:09:10,530 - mmaction - INFO - Epoch [13][3480/3757] lr: 1.000e-02, eta: 2 days, 0:14:40, time: 1.129, data_time: 0.252, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8016, loss_cls: 1.8163, loss: 1.8163, grad_norm: 5.2910 2021-06-16 19:09:33,387 - mmaction - INFO - Epoch [13][3500/3757] lr: 1.000e-02, eta: 2 days, 0:14:09, time: 1.141, data_time: 0.030, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7914, loss_cls: 1.8119, loss: 1.8119, grad_norm: 5.2007 2021-06-16 19:09:56,858 - mmaction - INFO - Epoch [13][3520/3757] lr: 1.000e-02, eta: 2 days, 0:13:40, time: 1.175, data_time: 0.003, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7961, loss_cls: 1.8196, loss: 1.8196, grad_norm: 5.2899 2021-06-16 19:10:20,267 - mmaction - INFO - Epoch [13][3540/3757] lr: 1.000e-02, eta: 2 days, 0:13:11, time: 1.170, data_time: 0.001, memory: 7080, top1_acc: 0.5617, top5_acc: 0.7812, loss_cls: 1.8857, loss: 1.8857, grad_norm: 5.3190 2021-06-16 19:10:42,415 - mmaction - INFO - Epoch [13][3560/3757] lr: 1.000e-02, eta: 2 days, 0:12:38, time: 1.107, data_time: 0.006, memory: 7080, top1_acc: 0.5547, top5_acc: 0.8039, loss_cls: 1.7893, loss: 1.7893, grad_norm: 5.2458 2021-06-16 19:11:05,225 - mmaction - INFO - Epoch [13][3580/3757] lr: 1.000e-02, eta: 2 days, 0:12:07, time: 1.141, data_time: 0.002, memory: 7080, top1_acc: 0.5453, top5_acc: 0.7883, loss_cls: 1.8602, loss: 1.8602, grad_norm: 5.4267 2021-06-16 19:11:27,064 - mmaction - INFO - Epoch [13][3600/3757] lr: 1.000e-02, eta: 2 days, 0:11:33, time: 1.092, data_time: 0.005, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8039, loss_cls: 1.7882, loss: 1.7882, grad_norm: 5.3049 2021-06-16 19:11:49,506 - mmaction - INFO - Epoch [13][3620/3757] lr: 1.000e-02, eta: 2 days, 0:11:01, time: 1.122, data_time: 0.026, memory: 7080, top1_acc: 0.5898, top5_acc: 0.7953, loss_cls: 1.7503, loss: 1.7503, grad_norm: 5.0911 2021-06-16 19:12:11,883 - mmaction - INFO - Epoch [13][3640/3757] lr: 1.000e-02, eta: 2 days, 0:10:29, time: 1.117, data_time: 0.022, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8063, loss_cls: 1.8077, loss: 1.8077, grad_norm: 5.3583 2021-06-16 19:12:34,790 - mmaction - INFO - Epoch [13][3660/3757] lr: 1.000e-02, eta: 2 days, 0:09:58, time: 1.146, data_time: 0.004, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7891, loss_cls: 1.8307, loss: 1.8307, grad_norm: 5.3863 2021-06-16 19:12:57,305 - mmaction - INFO - Epoch [13][3680/3757] lr: 1.000e-02, eta: 2 days, 0:09:27, time: 1.127, data_time: 0.045, memory: 7080, top1_acc: 0.5602, top5_acc: 0.8117, loss_cls: 1.7823, loss: 1.7823, grad_norm: 5.2740 2021-06-16 19:13:18,507 - mmaction - INFO - Epoch [13][3700/3757] lr: 1.000e-02, eta: 2 days, 0:08:51, time: 1.060, data_time: 0.056, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7977, loss_cls: 1.8328, loss: 1.8328, grad_norm: 5.3981 2021-06-16 19:13:42,529 - mmaction - INFO - Epoch [13][3720/3757] lr: 1.000e-02, eta: 2 days, 0:08:24, time: 1.200, data_time: 0.096, memory: 7080, top1_acc: 0.5727, top5_acc: 0.7789, loss_cls: 1.8350, loss: 1.8350, grad_norm: 5.3392 2021-06-16 19:14:05,678 - mmaction - INFO - Epoch [13][3740/3757] lr: 1.000e-02, eta: 2 days, 0:07:54, time: 1.158, data_time: 0.011, memory: 7080, top1_acc: 0.5711, top5_acc: 0.7898, loss_cls: 1.8040, loss: 1.8040, grad_norm: 5.3251 2021-06-16 19:14:26,349 - mmaction - INFO - Saving checkpoint at 13 epochs 2021-06-16 19:22:05,026 - mmaction - INFO - Epoch [14][20/3757] lr: 1.000e-02, eta: 2 days, 0:26:38, time: 22.883, data_time: 21.818, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8102, loss_cls: 1.7190, loss: 1.7190, grad_norm: 5.1811 2021-06-16 19:22:27,997 - mmaction - INFO - Epoch [14][40/3757] lr: 1.000e-02, eta: 2 days, 0:26:07, time: 1.148, data_time: 0.007, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8289, loss_cls: 1.6461, loss: 1.6461, grad_norm: 5.0322 2021-06-16 19:22:51,075 - mmaction - INFO - Epoch [14][60/3757] lr: 1.000e-02, eta: 2 days, 0:25:36, time: 1.156, data_time: 0.049, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8063, loss_cls: 1.7598, loss: 1.7598, grad_norm: 5.2259 2021-06-16 19:23:12,777 - mmaction - INFO - Epoch [14][80/3757] lr: 1.000e-02, eta: 2 days, 0:25:02, time: 1.085, data_time: 0.209, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7969, loss_cls: 1.8643, loss: 1.8643, grad_norm: 5.2891 2021-06-16 19:23:35,513 - mmaction - INFO - Epoch [14][100/3757] lr: 1.000e-02, eta: 2 days, 0:24:30, time: 1.136, data_time: 0.091, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8219, loss_cls: 1.6601, loss: 1.6601, grad_norm: 5.0562 2021-06-16 19:23:58,564 - mmaction - INFO - Epoch [14][120/3757] lr: 1.000e-02, eta: 2 days, 0:23:59, time: 1.153, data_time: 0.003, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8180, loss_cls: 1.7153, loss: 1.7153, grad_norm: 5.3087 2021-06-16 19:24:21,537 - mmaction - INFO - Epoch [14][140/3757] lr: 1.000e-02, eta: 2 days, 0:23:28, time: 1.149, data_time: 0.003, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8281, loss_cls: 1.6570, loss: 1.6570, grad_norm: 5.2985 2021-06-16 19:24:43,649 - mmaction - INFO - Epoch [14][160/3757] lr: 1.000e-02, eta: 2 days, 0:22:54, time: 1.102, data_time: 0.007, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8133, loss_cls: 1.7548, loss: 1.7548, grad_norm: 5.5336 2021-06-16 19:25:06,489 - mmaction - INFO - Epoch [14][180/3757] lr: 1.000e-02, eta: 2 days, 0:22:23, time: 1.145, data_time: 0.005, memory: 7080, top1_acc: 0.5523, top5_acc: 0.8187, loss_cls: 1.8004, loss: 1.8004, grad_norm: 5.4407 2021-06-16 19:25:29,204 - mmaction - INFO - Epoch [14][200/3757] lr: 1.000e-02, eta: 2 days, 0:21:51, time: 1.136, data_time: 0.014, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8047, loss_cls: 1.8013, loss: 1.8013, grad_norm: 5.5114 2021-06-16 19:25:51,830 - mmaction - INFO - Epoch [14][220/3757] lr: 1.000e-02, eta: 2 days, 0:21:19, time: 1.130, data_time: 0.054, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8023, loss_cls: 1.8012, loss: 1.8012, grad_norm: 5.3812 2021-06-16 19:26:15,188 - mmaction - INFO - Epoch [14][240/3757] lr: 1.000e-02, eta: 2 days, 0:20:49, time: 1.170, data_time: 0.201, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8023, loss_cls: 1.6975, loss: 1.6975, grad_norm: 5.0605 2021-06-16 19:26:36,665 - mmaction - INFO - Epoch [14][260/3757] lr: 1.000e-02, eta: 2 days, 0:20:14, time: 1.074, data_time: 0.197, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8023, loss_cls: 1.7350, loss: 1.7350, grad_norm: 5.1878 2021-06-16 19:27:00,581 - mmaction - INFO - Epoch [14][280/3757] lr: 1.000e-02, eta: 2 days, 0:19:45, time: 1.196, data_time: 0.025, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8313, loss_cls: 1.6768, loss: 1.6768, grad_norm: 5.2804 2021-06-16 19:27:22,569 - mmaction - INFO - Epoch [14][300/3757] lr: 1.000e-02, eta: 2 days, 0:19:11, time: 1.099, data_time: 0.003, memory: 7080, top1_acc: 0.5977, top5_acc: 0.7953, loss_cls: 1.7197, loss: 1.7197, grad_norm: 5.1789 2021-06-16 19:27:44,533 - mmaction - INFO - Epoch [14][320/3757] lr: 1.000e-02, eta: 2 days, 0:18:37, time: 1.097, data_time: 0.273, memory: 7080, top1_acc: 0.5406, top5_acc: 0.7828, loss_cls: 1.9067, loss: 1.9067, grad_norm: 5.3860 2021-06-16 19:28:07,893 - mmaction - INFO - Epoch [14][340/3757] lr: 1.000e-02, eta: 2 days, 0:18:08, time: 1.169, data_time: 0.353, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8219, loss_cls: 1.6365, loss: 1.6365, grad_norm: 5.2224 2021-06-16 19:28:30,217 - mmaction - INFO - Epoch [14][360/3757] lr: 1.000e-02, eta: 2 days, 0:17:35, time: 1.118, data_time: 0.230, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8250, loss_cls: 1.7246, loss: 1.7246, grad_norm: 5.4018 2021-06-16 19:28:52,513 - mmaction - INFO - Epoch [14][380/3757] lr: 1.000e-02, eta: 2 days, 0:17:02, time: 1.115, data_time: 0.266, memory: 7080, top1_acc: 0.5586, top5_acc: 0.8055, loss_cls: 1.7767, loss: 1.7767, grad_norm: 5.3811 2021-06-16 19:29:15,139 - mmaction - INFO - Epoch [14][400/3757] lr: 1.000e-02, eta: 2 days, 0:16:30, time: 1.130, data_time: 0.069, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8398, loss_cls: 1.6592, loss: 1.6592, grad_norm: 5.2097 2021-06-16 19:29:37,802 - mmaction - INFO - Epoch [14][420/3757] lr: 1.000e-02, eta: 2 days, 0:15:58, time: 1.127, data_time: 0.033, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8109, loss_cls: 1.7213, loss: 1.7213, grad_norm: 5.1872 2021-06-16 19:30:00,373 - mmaction - INFO - Epoch [14][440/3757] lr: 1.000e-02, eta: 2 days, 0:15:26, time: 1.137, data_time: 0.142, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8266, loss_cls: 1.6464, loss: 1.6464, grad_norm: 5.1502 2021-06-16 19:30:23,009 - mmaction - INFO - Epoch [14][460/3757] lr: 1.000e-02, eta: 2 days, 0:14:54, time: 1.132, data_time: 0.160, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8063, loss_cls: 1.7304, loss: 1.7304, grad_norm: 5.3381 2021-06-16 19:30:45,776 - mmaction - INFO - Epoch [14][480/3757] lr: 1.000e-02, eta: 2 days, 0:14:22, time: 1.138, data_time: 0.158, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8172, loss_cls: 1.7199, loss: 1.7199, grad_norm: 5.2385 2021-06-16 19:31:08,521 - mmaction - INFO - Epoch [14][500/3757] lr: 1.000e-02, eta: 2 days, 0:13:51, time: 1.137, data_time: 0.100, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8117, loss_cls: 1.7217, loss: 1.7217, grad_norm: 5.2216 2021-06-16 19:31:31,414 - mmaction - INFO - Epoch [14][520/3757] lr: 1.000e-02, eta: 2 days, 0:13:20, time: 1.145, data_time: 0.036, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8016, loss_cls: 1.7674, loss: 1.7674, grad_norm: 5.1954 2021-06-16 19:31:53,284 - mmaction - INFO - Epoch [14][540/3757] lr: 1.000e-02, eta: 2 days, 0:12:46, time: 1.094, data_time: 0.148, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8125, loss_cls: 1.7084, loss: 1.7084, grad_norm: 5.3454 2021-06-16 19:32:16,609 - mmaction - INFO - Epoch [14][560/3757] lr: 1.000e-02, eta: 2 days, 0:12:15, time: 1.162, data_time: 0.012, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8047, loss_cls: 1.7798, loss: 1.7798, grad_norm: 5.2499 2021-06-16 19:32:38,923 - mmaction - INFO - Epoch [14][580/3757] lr: 1.000e-02, eta: 2 days, 0:11:43, time: 1.120, data_time: 0.142, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8102, loss_cls: 1.7434, loss: 1.7434, grad_norm: 5.3596 2021-06-16 19:33:02,418 - mmaction - INFO - Epoch [14][600/3757] lr: 1.000e-02, eta: 2 days, 0:11:13, time: 1.175, data_time: 0.123, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8313, loss_cls: 1.6261, loss: 1.6261, grad_norm: 5.1417 2021-06-16 19:33:26,799 - mmaction - INFO - Epoch [14][620/3757] lr: 1.000e-02, eta: 2 days, 0:10:46, time: 1.220, data_time: 0.041, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8242, loss_cls: 1.6280, loss: 1.6280, grad_norm: 5.0620 2021-06-16 19:33:48,820 - mmaction - INFO - Epoch [14][640/3757] lr: 1.000e-02, eta: 2 days, 0:10:13, time: 1.101, data_time: 0.103, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8141, loss_cls: 1.7148, loss: 1.7148, grad_norm: 5.3046 2021-06-16 19:34:12,290 - mmaction - INFO - Epoch [14][660/3757] lr: 1.000e-02, eta: 2 days, 0:09:43, time: 1.173, data_time: 0.145, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8117, loss_cls: 1.7254, loss: 1.7254, grad_norm: 5.2534 2021-06-16 19:34:35,476 - mmaction - INFO - Epoch [14][680/3757] lr: 1.000e-02, eta: 2 days, 0:09:13, time: 1.159, data_time: 0.151, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8063, loss_cls: 1.7523, loss: 1.7523, grad_norm: 5.1238 2021-06-16 19:34:57,544 - mmaction - INFO - Epoch [14][700/3757] lr: 1.000e-02, eta: 2 days, 0:08:39, time: 1.103, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.7875, loss_cls: 1.8250, loss: 1.8250, grad_norm: 5.4086 2021-06-16 19:35:20,145 - mmaction - INFO - Epoch [14][720/3757] lr: 1.000e-02, eta: 2 days, 0:08:08, time: 1.130, data_time: 0.094, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8211, loss_cls: 1.6555, loss: 1.6555, grad_norm: 5.0989 2021-06-16 19:35:42,463 - mmaction - INFO - Epoch [14][740/3757] lr: 1.000e-02, eta: 2 days, 0:07:35, time: 1.118, data_time: 0.073, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8203, loss_cls: 1.6730, loss: 1.6730, grad_norm: 5.0736 2021-06-16 19:36:05,851 - mmaction - INFO - Epoch [14][760/3757] lr: 1.000e-02, eta: 2 days, 0:07:05, time: 1.169, data_time: 0.190, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8391, loss_cls: 1.6235, loss: 1.6235, grad_norm: 5.1062 2021-06-16 19:36:28,303 - mmaction - INFO - Epoch [14][780/3757] lr: 1.000e-02, eta: 2 days, 0:06:33, time: 1.123, data_time: 0.010, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8023, loss_cls: 1.7545, loss: 1.7545, grad_norm: 5.2808 2021-06-16 19:36:52,151 - mmaction - INFO - Epoch [14][800/3757] lr: 1.000e-02, eta: 2 days, 0:06:04, time: 1.191, data_time: 0.233, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7228, loss: 1.7228, grad_norm: 5.2206 2021-06-16 19:37:14,885 - mmaction - INFO - Epoch [14][820/3757] lr: 1.000e-02, eta: 2 days, 0:05:33, time: 1.137, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8172, loss_cls: 1.7114, loss: 1.7114, grad_norm: 5.0937 2021-06-16 19:37:37,179 - mmaction - INFO - Epoch [14][840/3757] lr: 1.000e-02, eta: 2 days, 0:05:00, time: 1.115, data_time: 0.004, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8203, loss_cls: 1.6999, loss: 1.6999, grad_norm: 5.0846 2021-06-16 19:38:00,654 - mmaction - INFO - Epoch [14][860/3757] lr: 1.000e-02, eta: 2 days, 0:04:31, time: 1.174, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8211, loss_cls: 1.6810, loss: 1.6810, grad_norm: 5.0792 2021-06-16 19:38:23,354 - mmaction - INFO - Epoch [14][880/3757] lr: 1.000e-02, eta: 2 days, 0:03:59, time: 1.135, data_time: 0.006, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7766, loss_cls: 1.9068, loss: 1.9068, grad_norm: 5.4412 2021-06-16 19:38:44,791 - mmaction - INFO - Epoch [14][900/3757] lr: 1.000e-02, eta: 2 days, 0:03:24, time: 1.067, data_time: 0.003, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8094, loss_cls: 1.7552, loss: 1.7552, grad_norm: 5.1424 2021-06-16 19:39:07,569 - mmaction - INFO - Epoch [14][920/3757] lr: 1.000e-02, eta: 2 days, 0:02:53, time: 1.143, data_time: 0.007, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8227, loss_cls: 1.6532, loss: 1.6532, grad_norm: 5.0805 2021-06-16 19:39:29,444 - mmaction - INFO - Epoch [14][940/3757] lr: 1.000e-02, eta: 2 days, 0:02:19, time: 1.094, data_time: 0.008, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8180, loss_cls: 1.6976, loss: 1.6976, grad_norm: 5.2272 2021-06-16 19:39:52,161 - mmaction - INFO - Epoch [14][960/3757] lr: 1.000e-02, eta: 2 days, 0:01:47, time: 1.130, data_time: 0.007, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8078, loss_cls: 1.7570, loss: 1.7570, grad_norm: 5.3274 2021-06-16 19:40:15,489 - mmaction - INFO - Epoch [14][980/3757] lr: 1.000e-02, eta: 2 days, 0:01:17, time: 1.171, data_time: 0.103, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8203, loss_cls: 1.7140, loss: 1.7140, grad_norm: 5.3687 2021-06-16 19:40:38,024 - mmaction - INFO - Epoch [14][1000/3757] lr: 1.000e-02, eta: 2 days, 0:00:45, time: 1.126, data_time: 0.203, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8102, loss_cls: 1.6976, loss: 1.6976, grad_norm: 5.1202 2021-06-16 19:41:00,455 - mmaction - INFO - Epoch [14][1020/3757] lr: 1.000e-02, eta: 2 days, 0:00:13, time: 1.121, data_time: 0.122, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8023, loss_cls: 1.7918, loss: 1.7918, grad_norm: 5.2397 2021-06-16 19:41:23,806 - mmaction - INFO - Epoch [14][1040/3757] lr: 1.000e-02, eta: 1 day, 23:59:43, time: 1.170, data_time: 0.019, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8219, loss_cls: 1.6609, loss: 1.6609, grad_norm: 5.3022 2021-06-16 19:41:45,748 - mmaction - INFO - Epoch [14][1060/3757] lr: 1.000e-02, eta: 1 day, 23:59:10, time: 1.097, data_time: 0.093, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8102, loss_cls: 1.7802, loss: 1.7802, grad_norm: 5.2530 2021-06-16 19:42:08,919 - mmaction - INFO - Epoch [14][1080/3757] lr: 1.000e-02, eta: 1 day, 23:58:40, time: 1.158, data_time: 0.003, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7945, loss_cls: 1.8108, loss: 1.8108, grad_norm: 5.3281 2021-06-16 19:42:32,657 - mmaction - INFO - Epoch [14][1100/3757] lr: 1.000e-02, eta: 1 day, 23:58:11, time: 1.186, data_time: 0.001, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8250, loss_cls: 1.6991, loss: 1.6991, grad_norm: 5.3375 2021-06-16 19:42:54,493 - mmaction - INFO - Epoch [14][1120/3757] lr: 1.000e-02, eta: 1 day, 23:57:37, time: 1.093, data_time: 0.020, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8148, loss_cls: 1.7078, loss: 1.7078, grad_norm: 5.2014 2021-06-16 19:43:17,092 - mmaction - INFO - Epoch [14][1140/3757] lr: 1.000e-02, eta: 1 day, 23:57:05, time: 1.128, data_time: 0.151, memory: 7080, top1_acc: 0.5539, top5_acc: 0.8086, loss_cls: 1.8407, loss: 1.8407, grad_norm: 5.4643 2021-06-16 19:43:39,510 - mmaction - INFO - Epoch [14][1160/3757] lr: 1.000e-02, eta: 1 day, 23:56:33, time: 1.121, data_time: 0.231, memory: 7080, top1_acc: 0.5695, top5_acc: 0.7984, loss_cls: 1.8373, loss: 1.8373, grad_norm: 5.3880 2021-06-16 19:44:02,652 - mmaction - INFO - Epoch [14][1180/3757] lr: 1.000e-02, eta: 1 day, 23:56:03, time: 1.159, data_time: 0.210, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8070, loss_cls: 1.7300, loss: 1.7300, grad_norm: 5.3536 2021-06-16 19:44:25,569 - mmaction - INFO - Epoch [14][1200/3757] lr: 1.000e-02, eta: 1 day, 23:55:32, time: 1.146, data_time: 0.065, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8305, loss_cls: 1.6465, loss: 1.6465, grad_norm: 5.1315 2021-06-16 19:44:48,567 - mmaction - INFO - Epoch [14][1220/3757] lr: 1.000e-02, eta: 1 day, 23:55:01, time: 1.149, data_time: 0.012, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8148, loss_cls: 1.7290, loss: 1.7290, grad_norm: 5.2928 2021-06-16 19:45:11,762 - mmaction - INFO - Epoch [14][1240/3757] lr: 1.000e-02, eta: 1 day, 23:54:31, time: 1.161, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8102, loss_cls: 1.7919, loss: 1.7919, grad_norm: 5.3393 2021-06-16 19:45:33,587 - mmaction - INFO - Epoch [14][1260/3757] lr: 1.000e-02, eta: 1 day, 23:53:57, time: 1.091, data_time: 0.202, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8211, loss_cls: 1.7560, loss: 1.7560, grad_norm: 5.3245 2021-06-16 19:45:55,824 - mmaction - INFO - Epoch [14][1280/3757] lr: 1.000e-02, eta: 1 day, 23:53:24, time: 1.112, data_time: 0.103, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8078, loss_cls: 1.7187, loss: 1.7187, grad_norm: 5.2351 2021-06-16 19:46:18,856 - mmaction - INFO - Epoch [14][1300/3757] lr: 1.000e-02, eta: 1 day, 23:52:53, time: 1.145, data_time: 0.255, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8148, loss_cls: 1.7143, loss: 1.7143, grad_norm: 5.2098 2021-06-16 19:46:42,128 - mmaction - INFO - Epoch [14][1320/3757] lr: 1.000e-02, eta: 1 day, 23:52:24, time: 1.171, data_time: 0.399, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8203, loss_cls: 1.6268, loss: 1.6268, grad_norm: 5.1995 2021-06-16 19:47:05,109 - mmaction - INFO - Epoch [14][1340/3757] lr: 1.000e-02, eta: 1 day, 23:51:53, time: 1.148, data_time: 0.079, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8086, loss_cls: 1.7333, loss: 1.7333, grad_norm: 5.2541 2021-06-16 19:47:27,422 - mmaction - INFO - Epoch [14][1360/3757] lr: 1.000e-02, eta: 1 day, 23:51:21, time: 1.117, data_time: 0.003, memory: 7080, top1_acc: 0.5734, top5_acc: 0.7922, loss_cls: 1.8127, loss: 1.8127, grad_norm: 5.5055 2021-06-16 19:47:49,667 - mmaction - INFO - Epoch [14][1380/3757] lr: 1.000e-02, eta: 1 day, 23:50:48, time: 1.112, data_time: 0.002, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8156, loss_cls: 1.7243, loss: 1.7243, grad_norm: 5.2474 2021-06-16 19:48:12,559 - mmaction - INFO - Epoch [14][1400/3757] lr: 1.000e-02, eta: 1 day, 23:50:17, time: 1.143, data_time: 0.003, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8187, loss_cls: 1.6986, loss: 1.6986, grad_norm: 5.1975 2021-06-16 19:48:34,737 - mmaction - INFO - Epoch [14][1420/3757] lr: 1.000e-02, eta: 1 day, 23:49:44, time: 1.111, data_time: 0.003, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8180, loss_cls: 1.6903, loss: 1.6903, grad_norm: 5.3777 2021-06-16 19:48:58,084 - mmaction - INFO - Epoch [14][1440/3757] lr: 1.000e-02, eta: 1 day, 23:49:15, time: 1.167, data_time: 0.097, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8008, loss_cls: 1.7904, loss: 1.7904, grad_norm: 5.3805 2021-06-16 19:49:20,901 - mmaction - INFO - Epoch [14][1460/3757] lr: 1.000e-02, eta: 1 day, 23:48:44, time: 1.141, data_time: 0.001, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8164, loss_cls: 1.7220, loss: 1.7220, grad_norm: 5.2513 2021-06-16 19:49:44,252 - mmaction - INFO - Epoch [14][1480/3757] lr: 1.000e-02, eta: 1 day, 23:48:14, time: 1.168, data_time: 0.003, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8148, loss_cls: 1.7413, loss: 1.7413, grad_norm: 5.4888 2021-06-16 19:50:06,218 - mmaction - INFO - Epoch [14][1500/3757] lr: 1.000e-02, eta: 1 day, 23:47:41, time: 1.097, data_time: 0.073, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8273, loss_cls: 1.6915, loss: 1.6915, grad_norm: 5.3426 2021-06-16 19:50:29,900 - mmaction - INFO - Epoch [14][1520/3757] lr: 1.000e-02, eta: 1 day, 23:47:12, time: 1.185, data_time: 0.104, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8156, loss_cls: 1.6852, loss: 1.6852, grad_norm: 5.3022 2021-06-16 19:50:50,261 - mmaction - INFO - Epoch [14][1540/3757] lr: 1.000e-02, eta: 1 day, 23:46:34, time: 1.018, data_time: 0.028, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8109, loss_cls: 1.7452, loss: 1.7452, grad_norm: 5.1767 2021-06-16 19:51:14,413 - mmaction - INFO - Epoch [14][1560/3757] lr: 1.000e-02, eta: 1 day, 23:46:07, time: 1.208, data_time: 0.142, memory: 7080, top1_acc: 0.5641, top5_acc: 0.8125, loss_cls: 1.7847, loss: 1.7847, grad_norm: 5.3856 2021-06-16 19:51:36,615 - mmaction - INFO - Epoch [14][1580/3757] lr: 1.000e-02, eta: 1 day, 23:45:34, time: 1.110, data_time: 0.018, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8078, loss_cls: 1.7422, loss: 1.7422, grad_norm: 5.2485 2021-06-16 19:51:59,941 - mmaction - INFO - Epoch [14][1600/3757] lr: 1.000e-02, eta: 1 day, 23:45:04, time: 1.165, data_time: 0.061, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7222, loss: 1.7222, grad_norm: 5.2352 2021-06-16 19:52:21,344 - mmaction - INFO - Epoch [14][1620/3757] lr: 1.000e-02, eta: 1 day, 23:44:30, time: 1.071, data_time: 0.259, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8195, loss_cls: 1.6914, loss: 1.6914, grad_norm: 5.1508 2021-06-16 19:52:44,262 - mmaction - INFO - Epoch [14][1640/3757] lr: 1.000e-02, eta: 1 day, 23:43:59, time: 1.143, data_time: 0.330, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8375, loss_cls: 1.6450, loss: 1.6450, grad_norm: 5.1571 2021-06-16 19:53:08,203 - mmaction - INFO - Epoch [14][1660/3757] lr: 1.000e-02, eta: 1 day, 23:43:31, time: 1.196, data_time: 0.387, memory: 7080, top1_acc: 0.5594, top5_acc: 0.8102, loss_cls: 1.7994, loss: 1.7994, grad_norm: 5.5426 2021-06-16 19:53:30,551 - mmaction - INFO - Epoch [14][1680/3757] lr: 1.000e-02, eta: 1 day, 23:42:59, time: 1.120, data_time: 0.123, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8031, loss_cls: 1.7700, loss: 1.7700, grad_norm: 5.3254 2021-06-16 19:53:54,864 - mmaction - INFO - Epoch [14][1700/3757] lr: 1.000e-02, eta: 1 day, 23:42:32, time: 1.217, data_time: 0.225, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8078, loss_cls: 1.8035, loss: 1.8035, grad_norm: 5.4029 2021-06-16 19:54:17,267 - mmaction - INFO - Epoch [14][1720/3757] lr: 1.000e-02, eta: 1 day, 23:42:00, time: 1.121, data_time: 0.021, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8000, loss_cls: 1.8142, loss: 1.8142, grad_norm: 5.2701 2021-06-16 19:54:39,388 - mmaction - INFO - Epoch [14][1740/3757] lr: 1.000e-02, eta: 1 day, 23:41:27, time: 1.104, data_time: 0.029, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8094, loss_cls: 1.8125, loss: 1.8125, grad_norm: 5.3621 2021-06-16 19:55:02,432 - mmaction - INFO - Epoch [14][1760/3757] lr: 1.000e-02, eta: 1 day, 23:40:56, time: 1.154, data_time: 0.020, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7836, loss_cls: 1.8730, loss: 1.8730, grad_norm: 5.6924 2021-06-16 19:55:24,667 - mmaction - INFO - Epoch [14][1780/3757] lr: 1.000e-02, eta: 1 day, 23:40:24, time: 1.111, data_time: 0.118, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8086, loss_cls: 1.7556, loss: 1.7556, grad_norm: 5.3062 2021-06-16 19:55:46,530 - mmaction - INFO - Epoch [14][1800/3757] lr: 1.000e-02, eta: 1 day, 23:39:50, time: 1.094, data_time: 0.068, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8102, loss_cls: 1.8338, loss: 1.8338, grad_norm: 5.5162 2021-06-16 19:56:09,017 - mmaction - INFO - Epoch [14][1820/3757] lr: 1.000e-02, eta: 1 day, 23:39:18, time: 1.124, data_time: 0.060, memory: 7080, top1_acc: 0.5789, top5_acc: 0.7945, loss_cls: 1.7889, loss: 1.7889, grad_norm: 5.2046 2021-06-16 19:56:32,595 - mmaction - INFO - Epoch [14][1840/3757] lr: 1.000e-02, eta: 1 day, 23:38:50, time: 1.179, data_time: 0.006, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8211, loss_cls: 1.7018, loss: 1.7018, grad_norm: 5.1570 2021-06-16 19:56:54,330 - mmaction - INFO - Epoch [14][1860/3757] lr: 1.000e-02, eta: 1 day, 23:38:16, time: 1.085, data_time: 0.001, memory: 7080, top1_acc: 0.5648, top5_acc: 0.7898, loss_cls: 1.8308, loss: 1.8308, grad_norm: 5.2833 2021-06-16 19:57:17,075 - mmaction - INFO - Epoch [14][1880/3757] lr: 1.000e-02, eta: 1 day, 23:37:44, time: 1.136, data_time: 0.037, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8227, loss_cls: 1.7218, loss: 1.7218, grad_norm: 5.2403 2021-06-16 19:57:38,998 - mmaction - INFO - Epoch [14][1900/3757] lr: 1.000e-02, eta: 1 day, 23:37:11, time: 1.099, data_time: 0.142, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8250, loss_cls: 1.6171, loss: 1.6171, grad_norm: 5.0862 2021-06-16 19:58:02,640 - mmaction - INFO - Epoch [14][1920/3757] lr: 1.000e-02, eta: 1 day, 23:36:42, time: 1.181, data_time: 0.187, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8141, loss_cls: 1.7904, loss: 1.7904, grad_norm: 5.4452 2021-06-16 19:58:24,676 - mmaction - INFO - Epoch [14][1940/3757] lr: 1.000e-02, eta: 1 day, 23:36:09, time: 1.104, data_time: 0.025, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8031, loss_cls: 1.7300, loss: 1.7300, grad_norm: 5.2787 2021-06-16 19:58:46,565 - mmaction - INFO - Epoch [14][1960/3757] lr: 1.000e-02, eta: 1 day, 23:35:36, time: 1.092, data_time: 0.012, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8016, loss_cls: 1.7860, loss: 1.7860, grad_norm: 5.3458 2021-06-16 19:59:09,979 - mmaction - INFO - Epoch [14][1980/3757] lr: 1.000e-02, eta: 1 day, 23:35:07, time: 1.173, data_time: 0.103, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8219, loss_cls: 1.7104, loss: 1.7104, grad_norm: 5.2827 2021-06-16 19:59:33,203 - mmaction - INFO - Epoch [14][2000/3757] lr: 1.000e-02, eta: 1 day, 23:34:37, time: 1.161, data_time: 0.024, memory: 7080, top1_acc: 0.5844, top5_acc: 0.7984, loss_cls: 1.7652, loss: 1.7652, grad_norm: 5.2252 2021-06-16 19:59:54,847 - mmaction - INFO - Epoch [14][2020/3757] lr: 1.000e-02, eta: 1 day, 23:34:03, time: 1.081, data_time: 0.047, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8242, loss_cls: 1.6137, loss: 1.6137, grad_norm: 4.9919 2021-06-16 20:00:18,284 - mmaction - INFO - Epoch [14][2040/3757] lr: 1.000e-02, eta: 1 day, 23:33:34, time: 1.172, data_time: 0.020, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8047, loss_cls: 1.7409, loss: 1.7409, grad_norm: 5.2377 2021-06-16 20:00:42,005 - mmaction - INFO - Epoch [14][2060/3757] lr: 1.000e-02, eta: 1 day, 23:33:05, time: 1.187, data_time: 0.170, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8109, loss_cls: 1.7432, loss: 1.7432, grad_norm: 5.3383 2021-06-16 20:01:04,294 - mmaction - INFO - Epoch [14][2080/3757] lr: 1.000e-02, eta: 1 day, 23:32:33, time: 1.114, data_time: 0.220, memory: 7080, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8507, loss: 1.8507, grad_norm: 5.5675 2021-06-16 20:01:27,992 - mmaction - INFO - Epoch [14][2100/3757] lr: 1.000e-02, eta: 1 day, 23:32:04, time: 1.181, data_time: 0.292, memory: 7080, top1_acc: 0.5844, top5_acc: 0.7961, loss_cls: 1.7510, loss: 1.7510, grad_norm: 5.2298 2021-06-16 20:01:51,242 - mmaction - INFO - Epoch [14][2120/3757] lr: 1.000e-02, eta: 1 day, 23:31:35, time: 1.165, data_time: 0.158, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8078, loss_cls: 1.7830, loss: 1.7830, grad_norm: 5.2494 2021-06-16 20:02:12,530 - mmaction - INFO - Epoch [14][2140/3757] lr: 1.000e-02, eta: 1 day, 23:31:00, time: 1.066, data_time: 0.158, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8102, loss_cls: 1.7427, loss: 1.7427, grad_norm: 5.2383 2021-06-16 20:02:37,725 - mmaction - INFO - Epoch [14][2160/3757] lr: 1.000e-02, eta: 1 day, 23:30:35, time: 1.260, data_time: 0.239, memory: 7080, top1_acc: 0.5570, top5_acc: 0.8078, loss_cls: 1.8180, loss: 1.8180, grad_norm: 5.3234 2021-06-16 20:02:59,868 - mmaction - INFO - Epoch [14][2180/3757] lr: 1.000e-02, eta: 1 day, 23:30:02, time: 1.101, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.7984, loss_cls: 1.8363, loss: 1.8363, grad_norm: 5.2017 2021-06-16 20:03:21,680 - mmaction - INFO - Epoch [14][2200/3757] lr: 1.000e-02, eta: 1 day, 23:29:29, time: 1.096, data_time: 0.040, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8117, loss_cls: 1.7263, loss: 1.7263, grad_norm: 5.2935 2021-06-16 20:03:44,382 - mmaction - INFO - Epoch [14][2220/3757] lr: 1.000e-02, eta: 1 day, 23:28:58, time: 1.136, data_time: 0.002, memory: 7080, top1_acc: 0.5703, top5_acc: 0.7992, loss_cls: 1.8090, loss: 1.8090, grad_norm: 5.2540 2021-06-16 20:04:08,564 - mmaction - INFO - Epoch [14][2240/3757] lr: 1.000e-02, eta: 1 day, 23:28:31, time: 1.209, data_time: 0.038, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8227, loss_cls: 1.6762, loss: 1.6762, grad_norm: 5.4055 2021-06-16 20:04:30,027 - mmaction - INFO - Epoch [14][2260/3757] lr: 1.000e-02, eta: 1 day, 23:27:56, time: 1.067, data_time: 0.036, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8164, loss_cls: 1.7693, loss: 1.7693, grad_norm: 5.3900 2021-06-16 20:04:53,838 - mmaction - INFO - Epoch [14][2280/3757] lr: 1.000e-02, eta: 1 day, 23:27:28, time: 1.197, data_time: 0.166, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8086, loss_cls: 1.7236, loss: 1.7236, grad_norm: 5.0965 2021-06-16 20:05:17,121 - mmaction - INFO - Epoch [14][2300/3757] lr: 1.000e-02, eta: 1 day, 23:26:59, time: 1.161, data_time: 0.462, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8133, loss_cls: 1.6717, loss: 1.6717, grad_norm: 5.1033 2021-06-16 20:05:39,030 - mmaction - INFO - Epoch [14][2320/3757] lr: 1.000e-02, eta: 1 day, 23:26:26, time: 1.098, data_time: 0.155, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8047, loss_cls: 1.7927, loss: 1.7927, grad_norm: 5.2498 2021-06-16 20:06:02,416 - mmaction - INFO - Epoch [14][2340/3757] lr: 1.000e-02, eta: 1 day, 23:25:56, time: 1.169, data_time: 0.050, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7977, loss_cls: 1.8071, loss: 1.8071, grad_norm: 5.4281 2021-06-16 20:06:24,996 - mmaction - INFO - Epoch [14][2360/3757] lr: 1.000e-02, eta: 1 day, 23:25:25, time: 1.124, data_time: 0.013, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8055, loss_cls: 1.7628, loss: 1.7628, grad_norm: 5.3576 2021-06-16 20:06:47,566 - mmaction - INFO - Epoch [14][2380/3757] lr: 1.000e-02, eta: 1 day, 23:24:53, time: 1.133, data_time: 0.008, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7969, loss_cls: 1.8304, loss: 1.8304, grad_norm: 5.4650 2021-06-16 20:07:09,600 - mmaction - INFO - Epoch [14][2400/3757] lr: 1.000e-02, eta: 1 day, 23:24:21, time: 1.101, data_time: 0.002, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8164, loss_cls: 1.7349, loss: 1.7349, grad_norm: 5.2712 2021-06-16 20:07:32,508 - mmaction - INFO - Epoch [14][2420/3757] lr: 1.000e-02, eta: 1 day, 23:23:50, time: 1.146, data_time: 0.002, memory: 7080, top1_acc: 0.5500, top5_acc: 0.7961, loss_cls: 1.8550, loss: 1.8550, grad_norm: 5.4449 2021-06-16 20:07:56,441 - mmaction - INFO - Epoch [14][2440/3757] lr: 1.000e-02, eta: 1 day, 23:23:22, time: 1.196, data_time: 0.001, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8117, loss_cls: 1.8047, loss: 1.8047, grad_norm: 5.2587 2021-06-16 20:08:20,061 - mmaction - INFO - Epoch [14][2460/3757] lr: 1.000e-02, eta: 1 day, 23:22:54, time: 1.181, data_time: 0.087, memory: 7080, top1_acc: 0.5430, top5_acc: 0.7977, loss_cls: 1.8320, loss: 1.8320, grad_norm: 5.1646 2021-06-16 20:08:42,904 - mmaction - INFO - Epoch [14][2480/3757] lr: 1.000e-02, eta: 1 day, 23:22:23, time: 1.143, data_time: 0.003, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7828, loss_cls: 1.8670, loss: 1.8670, grad_norm: 5.2340 2021-06-16 20:09:05,814 - mmaction - INFO - Epoch [14][2500/3757] lr: 1.000e-02, eta: 1 day, 23:21:52, time: 1.145, data_time: 0.004, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8109, loss_cls: 1.7102, loss: 1.7102, grad_norm: 5.0430 2021-06-16 20:09:29,556 - mmaction - INFO - Epoch [14][2520/3757] lr: 1.000e-02, eta: 1 day, 23:21:24, time: 1.187, data_time: 0.005, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8273, loss_cls: 1.7026, loss: 1.7026, grad_norm: 5.4172 2021-06-16 20:09:52,963 - mmaction - INFO - Epoch [14][2540/3757] lr: 1.000e-02, eta: 1 day, 23:20:55, time: 1.170, data_time: 0.001, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8133, loss_cls: 1.7447, loss: 1.7447, grad_norm: 5.0960 2021-06-16 20:10:14,586 - mmaction - INFO - Epoch [14][2560/3757] lr: 1.000e-02, eta: 1 day, 23:20:21, time: 1.077, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8039, loss_cls: 1.8031, loss: 1.8031, grad_norm: 5.2482 2021-06-16 20:10:36,346 - mmaction - INFO - Epoch [14][2580/3757] lr: 1.000e-02, eta: 1 day, 23:19:48, time: 1.092, data_time: 0.061, memory: 7080, top1_acc: 0.5695, top5_acc: 0.7969, loss_cls: 1.7953, loss: 1.7953, grad_norm: 5.3954 2021-06-16 20:10:58,405 - mmaction - INFO - Epoch [14][2600/3757] lr: 1.000e-02, eta: 1 day, 23:19:15, time: 1.102, data_time: 0.142, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7922, loss_cls: 1.8564, loss: 1.8564, grad_norm: 5.3653 2021-06-16 20:11:21,195 - mmaction - INFO - Epoch [14][2620/3757] lr: 1.000e-02, eta: 1 day, 23:18:44, time: 1.139, data_time: 0.418, memory: 7080, top1_acc: 0.5555, top5_acc: 0.8000, loss_cls: 1.8130, loss: 1.8130, grad_norm: 5.3412 2021-06-16 20:11:44,457 - mmaction - INFO - Epoch [14][2640/3757] lr: 1.000e-02, eta: 1 day, 23:18:15, time: 1.165, data_time: 0.193, memory: 7080, top1_acc: 0.5586, top5_acc: 0.8156, loss_cls: 1.7707, loss: 1.7707, grad_norm: 5.4303 2021-06-16 20:12:06,833 - mmaction - INFO - Epoch [14][2660/3757] lr: 1.000e-02, eta: 1 day, 23:17:43, time: 1.117, data_time: 0.001, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8172, loss_cls: 1.7099, loss: 1.7099, grad_norm: 5.3193 2021-06-16 20:12:28,720 - mmaction - INFO - Epoch [14][2680/3757] lr: 1.000e-02, eta: 1 day, 23:17:09, time: 1.094, data_time: 0.003, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8359, loss_cls: 1.6363, loss: 1.6363, grad_norm: 5.2463 2021-06-16 20:12:51,919 - mmaction - INFO - Epoch [14][2700/3757] lr: 1.000e-02, eta: 1 day, 23:16:40, time: 1.161, data_time: 0.110, memory: 7080, top1_acc: 0.5578, top5_acc: 0.7969, loss_cls: 1.7618, loss: 1.7618, grad_norm: 5.4493 2021-06-16 20:13:15,549 - mmaction - INFO - Epoch [14][2720/3757] lr: 1.000e-02, eta: 1 day, 23:16:11, time: 1.182, data_time: 0.260, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8070, loss_cls: 1.7738, loss: 1.7738, grad_norm: 5.1864 2021-06-16 20:13:38,312 - mmaction - INFO - Epoch [14][2740/3757] lr: 1.000e-02, eta: 1 day, 23:15:41, time: 1.139, data_time: 0.157, memory: 7080, top1_acc: 0.5836, top5_acc: 0.7977, loss_cls: 1.7503, loss: 1.7503, grad_norm: 5.2085 2021-06-16 20:14:00,383 - mmaction - INFO - Epoch [14][2760/3757] lr: 1.000e-02, eta: 1 day, 23:15:08, time: 1.103, data_time: 0.160, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8070, loss_cls: 1.8003, loss: 1.8003, grad_norm: 5.3557 2021-06-16 20:14:23,073 - mmaction - INFO - Epoch [14][2780/3757] lr: 1.000e-02, eta: 1 day, 23:14:37, time: 1.134, data_time: 0.209, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8117, loss_cls: 1.7588, loss: 1.7588, grad_norm: 5.3464 2021-06-16 20:14:45,615 - mmaction - INFO - Epoch [14][2800/3757] lr: 1.000e-02, eta: 1 day, 23:14:06, time: 1.128, data_time: 0.022, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7844, loss_cls: 1.8480, loss: 1.8480, grad_norm: 5.4197 2021-06-16 20:15:08,449 - mmaction - INFO - Epoch [14][2820/3757] lr: 1.000e-02, eta: 1 day, 23:13:35, time: 1.141, data_time: 0.239, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8187, loss_cls: 1.7064, loss: 1.7064, grad_norm: 5.2387 2021-06-16 20:15:31,458 - mmaction - INFO - Epoch [14][2840/3757] lr: 1.000e-02, eta: 1 day, 23:13:05, time: 1.151, data_time: 0.205, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7812, loss_cls: 1.8525, loss: 1.8525, grad_norm: 5.2221 2021-06-16 20:15:54,480 - mmaction - INFO - Epoch [14][2860/3757] lr: 1.000e-02, eta: 1 day, 23:12:35, time: 1.151, data_time: 0.030, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8000, loss_cls: 1.8099, loss: 1.8099, grad_norm: 5.2793 2021-06-16 20:16:18,093 - mmaction - INFO - Epoch [14][2880/3757] lr: 1.000e-02, eta: 1 day, 23:12:06, time: 1.181, data_time: 0.086, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7922, loss_cls: 1.8194, loss: 1.8194, grad_norm: 5.2135 2021-06-16 20:16:39,088 - mmaction - INFO - Epoch [14][2900/3757] lr: 1.000e-02, eta: 1 day, 23:11:31, time: 1.046, data_time: 0.009, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8031, loss_cls: 1.8296, loss: 1.8296, grad_norm: 5.2943 2021-06-16 20:17:02,031 - mmaction - INFO - Epoch [14][2920/3757] lr: 1.000e-02, eta: 1 day, 23:11:01, time: 1.151, data_time: 0.255, memory: 7080, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.7797, loss: 1.7797, grad_norm: 5.2929 2021-06-16 20:17:24,719 - mmaction - INFO - Epoch [14][2940/3757] lr: 1.000e-02, eta: 1 day, 23:10:30, time: 1.133, data_time: 0.185, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7867, loss_cls: 1.8762, loss: 1.8762, grad_norm: 5.2455 2021-06-16 20:17:48,511 - mmaction - INFO - Epoch [14][2960/3757] lr: 1.000e-02, eta: 1 day, 23:10:02, time: 1.190, data_time: 0.100, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8164, loss_cls: 1.7291, loss: 1.7291, grad_norm: 5.2262 2021-06-16 20:18:10,463 - mmaction - INFO - Epoch [14][2980/3757] lr: 1.000e-02, eta: 1 day, 23:09:29, time: 1.096, data_time: 0.122, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8070, loss_cls: 1.7560, loss: 1.7560, grad_norm: 5.1845 2021-06-16 20:18:34,095 - mmaction - INFO - Epoch [14][3000/3757] lr: 1.000e-02, eta: 1 day, 23:09:00, time: 1.183, data_time: 0.234, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8023, loss_cls: 1.7712, loss: 1.7712, grad_norm: 5.2759 2021-06-16 20:18:57,954 - mmaction - INFO - Epoch [14][3020/3757] lr: 1.000e-02, eta: 1 day, 23:08:32, time: 1.191, data_time: 0.037, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7914, loss_cls: 1.8493, loss: 1.8493, grad_norm: 5.2783 2021-06-16 20:19:20,228 - mmaction - INFO - Epoch [14][3040/3757] lr: 1.000e-02, eta: 1 day, 23:08:00, time: 1.115, data_time: 0.059, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8102, loss_cls: 1.7586, loss: 1.7586, grad_norm: 5.1852 2021-06-16 20:19:44,186 - mmaction - INFO - Epoch [14][3060/3757] lr: 1.000e-02, eta: 1 day, 23:07:33, time: 1.198, data_time: 0.028, memory: 7080, top1_acc: 0.5867, top5_acc: 0.7953, loss_cls: 1.7609, loss: 1.7609, grad_norm: 5.2124 2021-06-16 20:20:04,943 - mmaction - INFO - Epoch [14][3080/3757] lr: 1.000e-02, eta: 1 day, 23:06:57, time: 1.038, data_time: 0.002, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7945, loss_cls: 1.8123, loss: 1.8123, grad_norm: 5.4814 2021-06-16 20:20:28,695 - mmaction - INFO - Epoch [14][3100/3757] lr: 1.000e-02, eta: 1 day, 23:06:29, time: 1.188, data_time: 0.001, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8180, loss_cls: 1.7270, loss: 1.7270, grad_norm: 5.1520 2021-06-16 20:20:49,984 - mmaction - INFO - Epoch [14][3120/3757] lr: 1.000e-02, eta: 1 day, 23:05:54, time: 1.064, data_time: 0.123, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8102, loss_cls: 1.7290, loss: 1.7290, grad_norm: 5.3812 2021-06-16 20:21:13,171 - mmaction - INFO - Epoch [14][3140/3757] lr: 1.000e-02, eta: 1 day, 23:05:25, time: 1.159, data_time: 0.087, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8023, loss_cls: 1.7710, loss: 1.7710, grad_norm: 5.3966 2021-06-16 20:21:35,854 - mmaction - INFO - Epoch [14][3160/3757] lr: 1.000e-02, eta: 1 day, 23:04:54, time: 1.133, data_time: 0.236, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7992, loss_cls: 1.8060, loss: 1.8060, grad_norm: 5.3055 2021-06-16 20:21:58,397 - mmaction - INFO - Epoch [14][3180/3757] lr: 1.000e-02, eta: 1 day, 23:04:22, time: 1.128, data_time: 0.085, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8023, loss_cls: 1.7679, loss: 1.7679, grad_norm: 5.1391 2021-06-16 20:22:21,312 - mmaction - INFO - Epoch [14][3200/3757] lr: 1.000e-02, eta: 1 day, 23:03:52, time: 1.146, data_time: 0.003, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8102, loss_cls: 1.7284, loss: 1.7284, grad_norm: 5.3541 2021-06-16 20:22:43,903 - mmaction - INFO - Epoch [14][3220/3757] lr: 1.000e-02, eta: 1 day, 23:03:21, time: 1.130, data_time: 0.123, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8141, loss_cls: 1.7394, loss: 1.7394, grad_norm: 5.3237 2021-06-16 20:23:07,722 - mmaction - INFO - Epoch [14][3240/3757] lr: 1.000e-02, eta: 1 day, 23:02:53, time: 1.191, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8195, loss_cls: 1.7680, loss: 1.7680, grad_norm: 5.3733 2021-06-16 20:23:28,769 - mmaction - INFO - Epoch [14][3260/3757] lr: 1.000e-02, eta: 1 day, 23:02:18, time: 1.053, data_time: 0.008, memory: 7080, top1_acc: 0.5563, top5_acc: 0.8109, loss_cls: 1.8101, loss: 1.8101, grad_norm: 5.4986 2021-06-16 20:23:53,765 - mmaction - INFO - Epoch [14][3280/3757] lr: 1.000e-02, eta: 1 day, 23:01:53, time: 1.249, data_time: 0.318, memory: 7080, top1_acc: 0.5695, top5_acc: 0.7953, loss_cls: 1.7919, loss: 1.7919, grad_norm: 5.1996 2021-06-16 20:24:14,823 - mmaction - INFO - Epoch [14][3300/3757] lr: 1.000e-02, eta: 1 day, 23:01:18, time: 1.053, data_time: 0.211, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8102, loss_cls: 1.7328, loss: 1.7328, grad_norm: 5.4916 2021-06-16 20:24:38,267 - mmaction - INFO - Epoch [14][3320/3757] lr: 1.000e-02, eta: 1 day, 23:00:49, time: 1.173, data_time: 0.098, memory: 7080, top1_acc: 0.5820, top5_acc: 0.7992, loss_cls: 1.7514, loss: 1.7514, grad_norm: 5.3403 2021-06-16 20:25:01,290 - mmaction - INFO - Epoch [14][3340/3757] lr: 1.000e-02, eta: 1 day, 23:00:19, time: 1.151, data_time: 0.077, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8055, loss_cls: 1.7696, loss: 1.7696, grad_norm: 5.2552 2021-06-16 20:25:23,830 - mmaction - INFO - Epoch [14][3360/3757] lr: 1.000e-02, eta: 1 day, 22:59:48, time: 1.128, data_time: 0.322, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8102, loss_cls: 1.7805, loss: 1.7805, grad_norm: 5.2853 2021-06-16 20:25:47,479 - mmaction - INFO - Epoch [14][3380/3757] lr: 1.000e-02, eta: 1 day, 22:59:20, time: 1.183, data_time: 0.043, memory: 7080, top1_acc: 0.5445, top5_acc: 0.7883, loss_cls: 1.8646, loss: 1.8646, grad_norm: 5.4036 2021-06-16 20:26:10,362 - mmaction - INFO - Epoch [14][3400/3757] lr: 1.000e-02, eta: 1 day, 22:58:50, time: 1.144, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7953, loss_cls: 1.8161, loss: 1.8161, grad_norm: 5.3306 2021-06-16 20:26:32,620 - mmaction - INFO - Epoch [14][3420/3757] lr: 1.000e-02, eta: 1 day, 22:58:18, time: 1.113, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8094, loss_cls: 1.7172, loss: 1.7172, grad_norm: 5.2292 2021-06-16 20:26:55,549 - mmaction - INFO - Epoch [14][3440/3757] lr: 1.000e-02, eta: 1 day, 22:57:47, time: 1.145, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8063, loss_cls: 1.7673, loss: 1.7673, grad_norm: 5.2640 2021-06-16 20:27:16,864 - mmaction - INFO - Epoch [14][3460/3757] lr: 1.000e-02, eta: 1 day, 22:57:13, time: 1.066, data_time: 0.025, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8047, loss_cls: 1.8040, loss: 1.8040, grad_norm: 5.3660 2021-06-16 20:27:40,755 - mmaction - INFO - Epoch [14][3480/3757] lr: 1.000e-02, eta: 1 day, 22:56:46, time: 1.195, data_time: 0.183, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8109, loss_cls: 1.7533, loss: 1.7533, grad_norm: 5.1841 2021-06-16 20:28:02,018 - mmaction - INFO - Epoch [14][3500/3757] lr: 1.000e-02, eta: 1 day, 22:56:11, time: 1.063, data_time: 0.055, memory: 7080, top1_acc: 0.5766, top5_acc: 0.7898, loss_cls: 1.8035, loss: 1.8035, grad_norm: 5.2940 2021-06-16 20:28:24,755 - mmaction - INFO - Epoch [14][3520/3757] lr: 1.000e-02, eta: 1 day, 22:55:40, time: 1.137, data_time: 0.087, memory: 7080, top1_acc: 0.5672, top5_acc: 0.7898, loss_cls: 1.8261, loss: 1.8261, grad_norm: 5.1643 2021-06-16 20:28:47,597 - mmaction - INFO - Epoch [14][3540/3757] lr: 1.000e-02, eta: 1 day, 22:55:10, time: 1.141, data_time: 0.164, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8031, loss_cls: 1.7804, loss: 1.7804, grad_norm: 5.3416 2021-06-16 20:29:11,533 - mmaction - INFO - Epoch [14][3560/3757] lr: 1.000e-02, eta: 1 day, 22:54:43, time: 1.198, data_time: 0.040, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8109, loss_cls: 1.7516, loss: 1.7516, grad_norm: 5.1724 2021-06-16 20:29:33,246 - mmaction - INFO - Epoch [14][3580/3757] lr: 1.000e-02, eta: 1 day, 22:54:09, time: 1.086, data_time: 0.011, memory: 7080, top1_acc: 0.5555, top5_acc: 0.8133, loss_cls: 1.7691, loss: 1.7691, grad_norm: 5.1678 2021-06-16 20:29:55,955 - mmaction - INFO - Epoch [14][3600/3757] lr: 1.000e-02, eta: 1 day, 22:53:39, time: 1.135, data_time: 0.129, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7844, loss_cls: 1.9063, loss: 1.9063, grad_norm: 5.3948 2021-06-16 20:30:18,052 - mmaction - INFO - Epoch [14][3620/3757] lr: 1.000e-02, eta: 1 day, 22:53:06, time: 1.104, data_time: 0.086, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8219, loss_cls: 1.7528, loss: 1.7528, grad_norm: 5.2471 2021-06-16 20:30:42,252 - mmaction - INFO - Epoch [14][3640/3757] lr: 1.000e-02, eta: 1 day, 22:52:39, time: 1.211, data_time: 0.043, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8180, loss_cls: 1.7138, loss: 1.7138, grad_norm: 5.2693 2021-06-16 20:31:04,729 - mmaction - INFO - Epoch [14][3660/3757] lr: 1.000e-02, eta: 1 day, 22:52:08, time: 1.123, data_time: 0.146, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8063, loss_cls: 1.7381, loss: 1.7381, grad_norm: 5.0626 2021-06-16 20:31:26,086 - mmaction - INFO - Epoch [14][3680/3757] lr: 1.000e-02, eta: 1 day, 22:51:34, time: 1.069, data_time: 0.285, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8008, loss_cls: 1.7926, loss: 1.7926, grad_norm: 5.2203 2021-06-16 20:31:50,134 - mmaction - INFO - Epoch [14][3700/3757] lr: 1.000e-02, eta: 1 day, 22:51:07, time: 1.202, data_time: 0.435, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8109, loss_cls: 1.7852, loss: 1.7852, grad_norm: 5.2359 2021-06-16 20:32:13,107 - mmaction - INFO - Epoch [14][3720/3757] lr: 1.000e-02, eta: 1 day, 22:50:37, time: 1.148, data_time: 0.234, memory: 7080, top1_acc: 0.5805, top5_acc: 0.7992, loss_cls: 1.7865, loss: 1.7865, grad_norm: 5.2500 2021-06-16 20:32:35,704 - mmaction - INFO - Epoch [14][3740/3757] lr: 1.000e-02, eta: 1 day, 22:50:06, time: 1.130, data_time: 0.001, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8094, loss_cls: 1.7684, loss: 1.7684, grad_norm: 5.1562 2021-06-16 20:32:58,068 - mmaction - INFO - Saving checkpoint at 14 epochs 2021-06-16 20:40:17,240 - mmaction - INFO - Epoch [15][20/3757] lr: 1.000e-02, eta: 1 day, 23:06:08, time: 21.911, data_time: 20.981, memory: 7080, top1_acc: 0.5891, top5_acc: 0.7969, loss_cls: 1.7358, loss: 1.7358, grad_norm: 5.0525 2021-06-16 20:40:39,494 - mmaction - INFO - Epoch [15][40/3757] lr: 1.000e-02, eta: 1 day, 23:05:35, time: 1.114, data_time: 0.454, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8258, loss_cls: 1.7409, loss: 1.7409, grad_norm: 5.3817 2021-06-16 20:41:02,662 - mmaction - INFO - Epoch [15][60/3757] lr: 1.000e-02, eta: 1 day, 23:05:05, time: 1.160, data_time: 0.039, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8219, loss_cls: 1.6261, loss: 1.6261, grad_norm: 5.1126 2021-06-16 20:41:26,403 - mmaction - INFO - Epoch [15][80/3757] lr: 1.000e-02, eta: 1 day, 23:04:37, time: 1.187, data_time: 0.278, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8195, loss_cls: 1.6999, loss: 1.6999, grad_norm: 5.1482 2021-06-16 20:41:48,392 - mmaction - INFO - Epoch [15][100/3757] lr: 1.000e-02, eta: 1 day, 23:04:04, time: 1.098, data_time: 0.292, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8336, loss_cls: 1.6872, loss: 1.6872, grad_norm: 5.2374 2021-06-16 20:42:10,735 - mmaction - INFO - Epoch [15][120/3757] lr: 1.000e-02, eta: 1 day, 23:03:32, time: 1.117, data_time: 0.003, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8281, loss_cls: 1.6851, loss: 1.6851, grad_norm: 5.1113 2021-06-16 20:42:33,281 - mmaction - INFO - Epoch [15][140/3757] lr: 1.000e-02, eta: 1 day, 23:03:00, time: 1.129, data_time: 0.003, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8242, loss_cls: 1.6776, loss: 1.6776, grad_norm: 5.2526 2021-06-16 20:42:57,543 - mmaction - INFO - Epoch [15][160/3757] lr: 1.000e-02, eta: 1 day, 23:02:33, time: 1.210, data_time: 0.001, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8047, loss_cls: 1.7689, loss: 1.7689, grad_norm: 5.3326 2021-06-16 20:43:20,353 - mmaction - INFO - Epoch [15][180/3757] lr: 1.000e-02, eta: 1 day, 23:02:02, time: 1.144, data_time: 0.005, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8187, loss_cls: 1.6684, loss: 1.6684, grad_norm: 5.0995 2021-06-16 20:43:42,573 - mmaction - INFO - Epoch [15][200/3757] lr: 1.000e-02, eta: 1 day, 23:01:30, time: 1.110, data_time: 0.003, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8172, loss_cls: 1.7242, loss: 1.7242, grad_norm: 5.2073 2021-06-16 20:44:06,307 - mmaction - INFO - Epoch [15][220/3757] lr: 1.000e-02, eta: 1 day, 23:01:01, time: 1.187, data_time: 0.092, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8148, loss_cls: 1.6969, loss: 1.6969, grad_norm: 5.1864 2021-06-16 20:44:29,162 - mmaction - INFO - Epoch [15][240/3757] lr: 1.000e-02, eta: 1 day, 23:00:31, time: 1.141, data_time: 0.214, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8195, loss_cls: 1.6882, loss: 1.6882, grad_norm: 5.0456 2021-06-16 20:44:49,977 - mmaction - INFO - Epoch [15][260/3757] lr: 1.000e-02, eta: 1 day, 22:59:55, time: 1.041, data_time: 0.042, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8141, loss_cls: 1.6969, loss: 1.6969, grad_norm: 5.2067 2021-06-16 20:45:14,843 - mmaction - INFO - Epoch [15][280/3757] lr: 1.000e-02, eta: 1 day, 22:59:29, time: 1.244, data_time: 0.003, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8344, loss_cls: 1.6250, loss: 1.6250, grad_norm: 5.1116 2021-06-16 20:45:37,184 - mmaction - INFO - Epoch [15][300/3757] lr: 1.000e-02, eta: 1 day, 22:58:57, time: 1.117, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8117, loss_cls: 1.7343, loss: 1.7343, grad_norm: 5.2538 2021-06-16 20:46:00,958 - mmaction - INFO - Epoch [15][320/3757] lr: 1.000e-02, eta: 1 day, 22:58:29, time: 1.185, data_time: 0.001, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8258, loss_cls: 1.6371, loss: 1.6371, grad_norm: 5.1169 2021-06-16 20:46:22,251 - mmaction - INFO - Epoch [15][340/3757] lr: 1.000e-02, eta: 1 day, 22:57:54, time: 1.067, data_time: 0.010, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8352, loss_cls: 1.5920, loss: 1.5920, grad_norm: 5.1105 2021-06-16 20:46:44,714 - mmaction - INFO - Epoch [15][360/3757] lr: 1.000e-02, eta: 1 day, 22:57:22, time: 1.124, data_time: 0.003, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8023, loss_cls: 1.7836, loss: 1.7836, grad_norm: 5.4542 2021-06-16 20:47:07,962 - mmaction - INFO - Epoch [15][380/3757] lr: 1.000e-02, eta: 1 day, 22:56:53, time: 1.160, data_time: 0.039, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8172, loss_cls: 1.6838, loss: 1.6838, grad_norm: 5.1846 2021-06-16 20:47:30,663 - mmaction - INFO - Epoch [15][400/3757] lr: 1.000e-02, eta: 1 day, 22:56:22, time: 1.136, data_time: 0.017, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8219, loss_cls: 1.6751, loss: 1.6751, grad_norm: 5.4612 2021-06-16 20:47:53,916 - mmaction - INFO - Epoch [15][420/3757] lr: 1.000e-02, eta: 1 day, 22:55:52, time: 1.164, data_time: 0.093, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8133, loss_cls: 1.7300, loss: 1.7300, grad_norm: 5.2476 2021-06-16 20:48:16,867 - mmaction - INFO - Epoch [15][440/3757] lr: 1.000e-02, eta: 1 day, 22:55:22, time: 1.147, data_time: 0.006, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8313, loss_cls: 1.6340, loss: 1.6340, grad_norm: 5.0860 2021-06-16 20:48:39,522 - mmaction - INFO - Epoch [15][460/3757] lr: 1.000e-02, eta: 1 day, 22:54:50, time: 1.133, data_time: 0.080, memory: 7080, top1_acc: 0.5773, top5_acc: 0.7922, loss_cls: 1.7835, loss: 1.7835, grad_norm: 5.2402 2021-06-16 20:49:02,619 - mmaction - INFO - Epoch [15][480/3757] lr: 1.000e-02, eta: 1 day, 22:54:20, time: 1.155, data_time: 0.106, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8117, loss_cls: 1.6952, loss: 1.6952, grad_norm: 5.1420 2021-06-16 20:49:25,696 - mmaction - INFO - Epoch [15][500/3757] lr: 1.000e-02, eta: 1 day, 22:53:50, time: 1.154, data_time: 0.135, memory: 7080, top1_acc: 0.5641, top5_acc: 0.7992, loss_cls: 1.7604, loss: 1.7604, grad_norm: 5.3293 2021-06-16 20:49:47,892 - mmaction - INFO - Epoch [15][520/3757] lr: 1.000e-02, eta: 1 day, 22:53:18, time: 1.109, data_time: 0.001, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8133, loss_cls: 1.6827, loss: 1.6827, grad_norm: 5.2193 2021-06-16 20:50:10,439 - mmaction - INFO - Epoch [15][540/3757] lr: 1.000e-02, eta: 1 day, 22:52:47, time: 1.128, data_time: 0.024, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8219, loss_cls: 1.6696, loss: 1.6696, grad_norm: 5.1035 2021-06-16 20:50:33,453 - mmaction - INFO - Epoch [15][560/3757] lr: 1.000e-02, eta: 1 day, 22:52:16, time: 1.147, data_time: 0.026, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8195, loss_cls: 1.6904, loss: 1.6904, grad_norm: 5.2797 2021-06-16 20:50:56,624 - mmaction - INFO - Epoch [15][580/3757] lr: 1.000e-02, eta: 1 day, 22:51:46, time: 1.162, data_time: 0.034, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8016, loss_cls: 1.7662, loss: 1.7662, grad_norm: 5.4227 2021-06-16 20:51:17,767 - mmaction - INFO - Epoch [15][600/3757] lr: 1.000e-02, eta: 1 day, 22:51:11, time: 1.056, data_time: 0.194, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8148, loss_cls: 1.7150, loss: 1.7150, grad_norm: 5.3089 2021-06-16 20:51:40,272 - mmaction - INFO - Epoch [15][620/3757] lr: 1.000e-02, eta: 1 day, 22:50:40, time: 1.126, data_time: 0.239, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8273, loss_cls: 1.6226, loss: 1.6226, grad_norm: 5.1563 2021-06-16 20:52:03,865 - mmaction - INFO - Epoch [15][640/3757] lr: 1.000e-02, eta: 1 day, 22:50:11, time: 1.180, data_time: 0.347, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8156, loss_cls: 1.6828, loss: 1.6828, grad_norm: 5.1995 2021-06-16 20:52:26,268 - mmaction - INFO - Epoch [15][660/3757] lr: 1.000e-02, eta: 1 day, 22:49:39, time: 1.120, data_time: 0.178, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8156, loss_cls: 1.7402, loss: 1.7402, grad_norm: 5.3230 2021-06-16 20:52:48,731 - mmaction - INFO - Epoch [15][680/3757] lr: 1.000e-02, eta: 1 day, 22:49:08, time: 1.116, data_time: 0.098, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8102, loss_cls: 1.7127, loss: 1.7127, grad_norm: 5.2857 2021-06-16 20:53:11,141 - mmaction - INFO - Epoch [15][700/3757] lr: 1.000e-02, eta: 1 day, 22:48:36, time: 1.128, data_time: 0.066, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8156, loss_cls: 1.7507, loss: 1.7507, grad_norm: 5.2320 2021-06-16 20:53:33,455 - mmaction - INFO - Epoch [15][720/3757] lr: 1.000e-02, eta: 1 day, 22:48:04, time: 1.113, data_time: 0.018, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8344, loss_cls: 1.5907, loss: 1.5907, grad_norm: 5.1852 2021-06-16 20:53:57,427 - mmaction - INFO - Epoch [15][740/3757] lr: 1.000e-02, eta: 1 day, 22:47:36, time: 1.202, data_time: 0.069, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8328, loss_cls: 1.7068, loss: 1.7068, grad_norm: 5.3219 2021-06-16 20:54:19,722 - mmaction - INFO - Epoch [15][760/3757] lr: 1.000e-02, eta: 1 day, 22:47:05, time: 1.115, data_time: 0.084, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8203, loss_cls: 1.7559, loss: 1.7559, grad_norm: 5.4538 2021-06-16 20:54:43,763 - mmaction - INFO - Epoch [15][780/3757] lr: 1.000e-02, eta: 1 day, 22:46:37, time: 1.202, data_time: 0.006, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8023, loss_cls: 1.7277, loss: 1.7277, grad_norm: 5.4017 2021-06-16 20:55:06,773 - mmaction - INFO - Epoch [15][800/3757] lr: 1.000e-02, eta: 1 day, 22:46:07, time: 1.151, data_time: 0.097, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8141, loss_cls: 1.7146, loss: 1.7146, grad_norm: 5.4242 2021-06-16 20:55:27,938 - mmaction - INFO - Epoch [15][820/3757] lr: 1.000e-02, eta: 1 day, 22:45:32, time: 1.057, data_time: 0.200, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8148, loss_cls: 1.7329, loss: 1.7329, grad_norm: 5.3421 2021-06-16 20:55:51,018 - mmaction - INFO - Epoch [15][840/3757] lr: 1.000e-02, eta: 1 day, 22:45:02, time: 1.154, data_time: 0.243, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8055, loss_cls: 1.8167, loss: 1.8167, grad_norm: 5.6401 2021-06-16 20:56:15,685 - mmaction - INFO - Epoch [15][860/3757] lr: 1.000e-02, eta: 1 day, 22:44:36, time: 1.235, data_time: 0.032, memory: 7080, top1_acc: 0.5836, top5_acc: 0.7984, loss_cls: 1.7400, loss: 1.7400, grad_norm: 5.3557 2021-06-16 20:56:38,959 - mmaction - INFO - Epoch [15][880/3757] lr: 1.000e-02, eta: 1 day, 22:44:06, time: 1.163, data_time: 0.003, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8070, loss_cls: 1.7729, loss: 1.7729, grad_norm: 5.4176 2021-06-16 20:57:01,545 - mmaction - INFO - Epoch [15][900/3757] lr: 1.000e-02, eta: 1 day, 22:43:35, time: 1.130, data_time: 0.001, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8219, loss_cls: 1.7414, loss: 1.7414, grad_norm: 5.4263 2021-06-16 20:57:24,808 - mmaction - INFO - Epoch [15][920/3757] lr: 1.000e-02, eta: 1 day, 22:43:06, time: 1.162, data_time: 0.011, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8156, loss_cls: 1.7405, loss: 1.7405, grad_norm: 5.3640 2021-06-16 20:57:45,947 - mmaction - INFO - Epoch [15][940/3757] lr: 1.000e-02, eta: 1 day, 22:42:31, time: 1.058, data_time: 0.163, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8172, loss_cls: 1.7258, loss: 1.7258, grad_norm: 5.3126 2021-06-16 20:58:08,892 - mmaction - INFO - Epoch [15][960/3757] lr: 1.000e-02, eta: 1 day, 22:42:01, time: 1.147, data_time: 0.155, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8219, loss_cls: 1.6567, loss: 1.6567, grad_norm: 5.2831 2021-06-16 20:58:30,688 - mmaction - INFO - Epoch [15][980/3757] lr: 1.000e-02, eta: 1 day, 22:41:27, time: 1.090, data_time: 0.145, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8203, loss_cls: 1.7039, loss: 1.7039, grad_norm: 5.2513 2021-06-16 20:58:53,961 - mmaction - INFO - Epoch [15][1000/3757] lr: 1.000e-02, eta: 1 day, 22:40:58, time: 1.163, data_time: 0.028, memory: 7080, top1_acc: 0.5422, top5_acc: 0.7937, loss_cls: 1.8957, loss: 1.8957, grad_norm: 5.5089 2021-06-16 20:59:17,581 - mmaction - INFO - Epoch [15][1020/3757] lr: 1.000e-02, eta: 1 day, 22:40:29, time: 1.181, data_time: 0.178, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8094, loss_cls: 1.7017, loss: 1.7017, grad_norm: 5.1150 2021-06-16 20:59:39,837 - mmaction - INFO - Epoch [15][1040/3757] lr: 1.000e-02, eta: 1 day, 22:39:57, time: 1.113, data_time: 0.044, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8109, loss_cls: 1.7393, loss: 1.7393, grad_norm: 5.2109 2021-06-16 21:00:02,795 - mmaction - INFO - Epoch [15][1060/3757] lr: 1.000e-02, eta: 1 day, 22:39:27, time: 1.147, data_time: 0.111, memory: 7080, top1_acc: 0.5820, top5_acc: 0.7992, loss_cls: 1.7661, loss: 1.7661, grad_norm: 5.2387 2021-06-16 21:00:26,482 - mmaction - INFO - Epoch [15][1080/3757] lr: 1.000e-02, eta: 1 day, 22:38:59, time: 1.186, data_time: 0.068, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8047, loss_cls: 1.7530, loss: 1.7530, grad_norm: 5.2814 2021-06-16 21:00:48,375 - mmaction - INFO - Epoch [15][1100/3757] lr: 1.000e-02, eta: 1 day, 22:38:26, time: 1.094, data_time: 0.001, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8023, loss_cls: 1.7687, loss: 1.7687, grad_norm: 5.4524 2021-06-16 21:01:11,951 - mmaction - INFO - Epoch [15][1120/3757] lr: 1.000e-02, eta: 1 day, 22:37:57, time: 1.179, data_time: 0.040, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8172, loss_cls: 1.7054, loss: 1.7054, grad_norm: 5.3305 2021-06-16 21:01:34,310 - mmaction - INFO - Epoch [15][1140/3757] lr: 1.000e-02, eta: 1 day, 22:37:26, time: 1.118, data_time: 0.034, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8172, loss_cls: 1.6864, loss: 1.6864, grad_norm: 5.3670 2021-06-16 21:01:58,444 - mmaction - INFO - Epoch [15][1160/3757] lr: 1.000e-02, eta: 1 day, 22:36:58, time: 1.207, data_time: 0.010, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8281, loss_cls: 1.6567, loss: 1.6567, grad_norm: 5.1724 2021-06-16 21:02:20,540 - mmaction - INFO - Epoch [15][1180/3757] lr: 1.000e-02, eta: 1 day, 22:36:26, time: 1.105, data_time: 0.002, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7969, loss_cls: 1.7973, loss: 1.7973, grad_norm: 5.3692 2021-06-16 21:02:43,444 - mmaction - INFO - Epoch [15][1200/3757] lr: 1.000e-02, eta: 1 day, 22:35:56, time: 1.145, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.6846, loss: 1.6846, grad_norm: 5.3116 2021-06-16 21:03:05,885 - mmaction - INFO - Epoch [15][1220/3757] lr: 1.000e-02, eta: 1 day, 22:35:24, time: 1.122, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8102, loss_cls: 1.6768, loss: 1.6768, grad_norm: 5.1694 2021-06-16 21:03:28,574 - mmaction - INFO - Epoch [15][1240/3757] lr: 1.000e-02, eta: 1 day, 22:34:53, time: 1.135, data_time: 0.211, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8148, loss_cls: 1.7670, loss: 1.7670, grad_norm: 5.2043 2021-06-16 21:03:52,152 - mmaction - INFO - Epoch [15][1260/3757] lr: 1.000e-02, eta: 1 day, 22:34:25, time: 1.177, data_time: 0.086, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8094, loss_cls: 1.7582, loss: 1.7582, grad_norm: 5.3390 2021-06-16 21:04:15,374 - mmaction - INFO - Epoch [15][1280/3757] lr: 1.000e-02, eta: 1 day, 22:33:55, time: 1.163, data_time: 0.004, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8180, loss_cls: 1.7134, loss: 1.7134, grad_norm: 5.1730 2021-06-16 21:04:36,260 - mmaction - INFO - Epoch [15][1300/3757] lr: 1.000e-02, eta: 1 day, 22:33:20, time: 1.045, data_time: 0.218, memory: 7080, top1_acc: 0.5555, top5_acc: 0.8055, loss_cls: 1.7998, loss: 1.7998, grad_norm: 5.2504 2021-06-16 21:05:00,721 - mmaction - INFO - Epoch [15][1320/3757] lr: 1.000e-02, eta: 1 day, 22:32:53, time: 1.223, data_time: 0.055, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8281, loss_cls: 1.6804, loss: 1.6804, grad_norm: 5.2678 2021-06-16 21:05:22,211 - mmaction - INFO - Epoch [15][1340/3757] lr: 1.000e-02, eta: 1 day, 22:32:20, time: 1.074, data_time: 0.030, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8008, loss_cls: 1.7838, loss: 1.7838, grad_norm: 5.2839 2021-06-16 21:05:45,241 - mmaction - INFO - Epoch [15][1360/3757] lr: 1.000e-02, eta: 1 day, 22:31:50, time: 1.152, data_time: 0.194, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8180, loss_cls: 1.6856, loss: 1.6856, grad_norm: 5.2293 2021-06-16 21:06:08,408 - mmaction - INFO - Epoch [15][1380/3757] lr: 1.000e-02, eta: 1 day, 22:31:20, time: 1.159, data_time: 0.102, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8086, loss_cls: 1.7200, loss: 1.7200, grad_norm: 5.2843 2021-06-16 21:06:30,183 - mmaction - INFO - Epoch [15][1400/3757] lr: 1.000e-02, eta: 1 day, 22:30:47, time: 1.089, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7370, loss: 1.7370, grad_norm: 5.2714 2021-06-16 21:06:52,467 - mmaction - INFO - Epoch [15][1420/3757] lr: 1.000e-02, eta: 1 day, 22:30:15, time: 1.111, data_time: 0.033, memory: 7080, top1_acc: 0.5867, top5_acc: 0.7961, loss_cls: 1.7995, loss: 1.7995, grad_norm: 5.3058 2021-06-16 21:07:14,306 - mmaction - INFO - Epoch [15][1440/3757] lr: 1.000e-02, eta: 1 day, 22:29:42, time: 1.096, data_time: 0.152, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8156, loss_cls: 1.7247, loss: 1.7247, grad_norm: 5.3763 2021-06-16 21:07:38,576 - mmaction - INFO - Epoch [15][1460/3757] lr: 1.000e-02, eta: 1 day, 22:29:15, time: 1.212, data_time: 0.131, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8055, loss_cls: 1.7665, loss: 1.7665, grad_norm: 5.3127 2021-06-16 21:08:02,073 - mmaction - INFO - Epoch [15][1480/3757] lr: 1.000e-02, eta: 1 day, 22:28:47, time: 1.176, data_time: 0.010, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8156, loss_cls: 1.7133, loss: 1.7133, grad_norm: 5.4200 2021-06-16 21:08:23,718 - mmaction - INFO - Epoch [15][1500/3757] lr: 1.000e-02, eta: 1 day, 22:28:13, time: 1.082, data_time: 0.284, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8141, loss_cls: 1.7104, loss: 1.7104, grad_norm: 5.3552 2021-06-16 21:08:46,672 - mmaction - INFO - Epoch [15][1520/3757] lr: 1.000e-02, eta: 1 day, 22:27:43, time: 1.148, data_time: 0.416, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8047, loss_cls: 1.7693, loss: 1.7693, grad_norm: 5.3756 2021-06-16 21:09:10,723 - mmaction - INFO - Epoch [15][1540/3757] lr: 1.000e-02, eta: 1 day, 22:27:16, time: 1.203, data_time: 0.076, memory: 7080, top1_acc: 0.5758, top5_acc: 0.7969, loss_cls: 1.7378, loss: 1.7378, grad_norm: 5.1350 2021-06-16 21:09:34,530 - mmaction - INFO - Epoch [15][1560/3757] lr: 1.000e-02, eta: 1 day, 22:26:48, time: 1.188, data_time: 0.002, memory: 7080, top1_acc: 0.5570, top5_acc: 0.7992, loss_cls: 1.8056, loss: 1.8056, grad_norm: 5.2367 2021-06-16 21:09:56,596 - mmaction - INFO - Epoch [15][1580/3757] lr: 1.000e-02, eta: 1 day, 22:26:15, time: 1.106, data_time: 0.004, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8023, loss_cls: 1.7596, loss: 1.7596, grad_norm: 5.3558 2021-06-16 21:10:19,834 - mmaction - INFO - Epoch [15][1600/3757] lr: 1.000e-02, eta: 1 day, 22:25:46, time: 1.159, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8172, loss_cls: 1.7072, loss: 1.7072, grad_norm: 5.3923 2021-06-16 21:10:43,018 - mmaction - INFO - Epoch [15][1620/3757] lr: 1.000e-02, eta: 1 day, 22:25:17, time: 1.160, data_time: 0.005, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8031, loss_cls: 1.7806, loss: 1.7806, grad_norm: 5.6246 2021-06-16 21:11:06,091 - mmaction - INFO - Epoch [15][1640/3757] lr: 1.000e-02, eta: 1 day, 22:24:47, time: 1.156, data_time: 0.007, memory: 7080, top1_acc: 0.5852, top5_acc: 0.7992, loss_cls: 1.7383, loss: 1.7383, grad_norm: 5.0618 2021-06-16 21:11:28,545 - mmaction - INFO - Epoch [15][1660/3757] lr: 1.000e-02, eta: 1 day, 22:24:15, time: 1.122, data_time: 0.005, memory: 7080, top1_acc: 0.5492, top5_acc: 0.8047, loss_cls: 1.7761, loss: 1.7761, grad_norm: 5.2702 2021-06-16 21:11:52,119 - mmaction - INFO - Epoch [15][1680/3757] lr: 1.000e-02, eta: 1 day, 22:23:47, time: 1.179, data_time: 0.146, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8094, loss_cls: 1.7956, loss: 1.7956, grad_norm: 5.4592 2021-06-16 21:12:15,364 - mmaction - INFO - Epoch [15][1700/3757] lr: 1.000e-02, eta: 1 day, 22:23:18, time: 1.162, data_time: 0.424, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8172, loss_cls: 1.7521, loss: 1.7521, grad_norm: 5.2198 2021-06-16 21:12:37,045 - mmaction - INFO - Epoch [15][1720/3757] lr: 1.000e-02, eta: 1 day, 22:22:44, time: 1.084, data_time: 0.456, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8164, loss_cls: 1.7664, loss: 1.7664, grad_norm: 5.3295 2021-06-16 21:12:59,080 - mmaction - INFO - Epoch [15][1740/3757] lr: 1.000e-02, eta: 1 day, 22:22:12, time: 1.102, data_time: 0.154, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8156, loss_cls: 1.7104, loss: 1.7104, grad_norm: 5.1131 2021-06-16 21:13:22,270 - mmaction - INFO - Epoch [15][1760/3757] lr: 1.000e-02, eta: 1 day, 22:21:43, time: 1.158, data_time: 0.312, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8031, loss_cls: 1.7192, loss: 1.7192, grad_norm: 5.1962 2021-06-16 21:13:45,504 - mmaction - INFO - Epoch [15][1780/3757] lr: 1.000e-02, eta: 1 day, 22:21:13, time: 1.163, data_time: 0.063, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8039, loss_cls: 1.7547, loss: 1.7547, grad_norm: 5.2432 2021-06-16 21:14:08,592 - mmaction - INFO - Epoch [15][1800/3757] lr: 1.000e-02, eta: 1 day, 22:20:44, time: 1.154, data_time: 0.001, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8039, loss_cls: 1.7437, loss: 1.7437, grad_norm: 5.2117 2021-06-16 21:14:29,465 - mmaction - INFO - Epoch [15][1820/3757] lr: 1.000e-02, eta: 1 day, 22:20:08, time: 1.039, data_time: 0.030, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8094, loss_cls: 1.7495, loss: 1.7495, grad_norm: 5.2217 2021-06-16 21:14:53,689 - mmaction - INFO - Epoch [15][1840/3757] lr: 1.000e-02, eta: 1 day, 22:19:42, time: 1.216, data_time: 0.007, memory: 7080, top1_acc: 0.5664, top5_acc: 0.7883, loss_cls: 1.8293, loss: 1.8293, grad_norm: 5.2484 2021-06-16 21:15:15,598 - mmaction - INFO - Epoch [15][1860/3757] lr: 1.000e-02, eta: 1 day, 22:19:09, time: 1.096, data_time: 0.001, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7875, loss_cls: 1.8364, loss: 1.8364, grad_norm: 5.2713 2021-06-16 21:15:38,484 - mmaction - INFO - Epoch [15][1880/3757] lr: 1.000e-02, eta: 1 day, 22:18:39, time: 1.142, data_time: 0.188, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8281, loss_cls: 1.6596, loss: 1.6596, grad_norm: 5.2456 2021-06-16 21:16:01,881 - mmaction - INFO - Epoch [15][1900/3757] lr: 1.000e-02, eta: 1 day, 22:18:10, time: 1.172, data_time: 0.068, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8125, loss_cls: 1.7088, loss: 1.7088, grad_norm: 5.2378 2021-06-16 21:16:24,022 - mmaction - INFO - Epoch [15][1920/3757] lr: 1.000e-02, eta: 1 day, 22:17:38, time: 1.106, data_time: 0.053, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8211, loss_cls: 1.6800, loss: 1.6800, grad_norm: 5.2740 2021-06-16 21:16:47,822 - mmaction - INFO - Epoch [15][1940/3757] lr: 1.000e-02, eta: 1 day, 22:17:10, time: 1.191, data_time: 0.142, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8141, loss_cls: 1.6865, loss: 1.6865, grad_norm: 5.0331 2021-06-16 21:17:12,039 - mmaction - INFO - Epoch [15][1960/3757] lr: 1.000e-02, eta: 1 day, 22:16:43, time: 1.210, data_time: 0.004, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8078, loss_cls: 1.7760, loss: 1.7760, grad_norm: 5.3455 2021-06-16 21:17:34,088 - mmaction - INFO - Epoch [15][1980/3757] lr: 1.000e-02, eta: 1 day, 22:16:11, time: 1.103, data_time: 0.003, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8234, loss_cls: 1.6680, loss: 1.6680, grad_norm: 5.2016 2021-06-16 21:17:57,136 - mmaction - INFO - Epoch [15][2000/3757] lr: 1.000e-02, eta: 1 day, 22:15:41, time: 1.152, data_time: 0.011, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8266, loss_cls: 1.6535, loss: 1.6535, grad_norm: 5.1783 2021-06-16 21:18:20,086 - mmaction - INFO - Epoch [15][2020/3757] lr: 1.000e-02, eta: 1 day, 22:15:11, time: 1.147, data_time: 0.231, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8016, loss_cls: 1.7124, loss: 1.7124, grad_norm: 5.1256 2021-06-16 21:18:42,550 - mmaction - INFO - Epoch [15][2040/3757] lr: 1.000e-02, eta: 1 day, 22:14:40, time: 1.123, data_time: 0.465, memory: 7080, top1_acc: 0.5852, top5_acc: 0.7992, loss_cls: 1.7358, loss: 1.7358, grad_norm: 5.2033 2021-06-16 21:19:06,879 - mmaction - INFO - Epoch [15][2060/3757] lr: 1.000e-02, eta: 1 day, 22:14:13, time: 1.217, data_time: 0.358, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8203, loss_cls: 1.6685, loss: 1.6685, grad_norm: 5.2320 2021-06-16 21:19:28,602 - mmaction - INFO - Epoch [15][2080/3757] lr: 1.000e-02, eta: 1 day, 22:13:40, time: 1.086, data_time: 0.106, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7623, loss: 1.7623, grad_norm: 5.4063 2021-06-16 21:19:52,061 - mmaction - INFO - Epoch [15][2100/3757] lr: 1.000e-02, eta: 1 day, 22:13:12, time: 1.173, data_time: 0.020, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8016, loss_cls: 1.8204, loss: 1.8204, grad_norm: 5.2854 2021-06-16 21:20:15,576 - mmaction - INFO - Epoch [15][2120/3757] lr: 1.000e-02, eta: 1 day, 22:12:43, time: 1.173, data_time: 0.001, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.6620, loss: 1.6620, grad_norm: 5.2666 2021-06-16 21:20:36,166 - mmaction - INFO - Epoch [15][2140/3757] lr: 1.000e-02, eta: 1 day, 22:12:07, time: 1.032, data_time: 0.004, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8250, loss_cls: 1.6363, loss: 1.6363, grad_norm: 5.1547 2021-06-16 21:21:00,618 - mmaction - INFO - Epoch [15][2160/3757] lr: 1.000e-02, eta: 1 day, 22:11:41, time: 1.223, data_time: 0.001, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8125, loss_cls: 1.7836, loss: 1.7836, grad_norm: 5.3372 2021-06-16 21:21:22,944 - mmaction - INFO - Epoch [15][2180/3757] lr: 1.000e-02, eta: 1 day, 22:11:09, time: 1.115, data_time: 0.001, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8297, loss_cls: 1.6450, loss: 1.6450, grad_norm: 5.2777 2021-06-16 21:21:45,127 - mmaction - INFO - Epoch [15][2200/3757] lr: 1.000e-02, eta: 1 day, 22:10:38, time: 1.110, data_time: 0.158, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8187, loss_cls: 1.7602, loss: 1.7602, grad_norm: 5.6202 2021-06-16 21:22:08,119 - mmaction - INFO - Epoch [15][2220/3757] lr: 1.000e-02, eta: 1 day, 22:10:08, time: 1.149, data_time: 0.086, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8148, loss_cls: 1.7392, loss: 1.7392, grad_norm: 5.6245 2021-06-16 21:22:29,689 - mmaction - INFO - Epoch [15][2240/3757] lr: 1.000e-02, eta: 1 day, 22:09:34, time: 1.076, data_time: 0.152, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8008, loss_cls: 1.8049, loss: 1.8049, grad_norm: 5.4147 2021-06-16 21:22:52,373 - mmaction - INFO - Epoch [15][2260/3757] lr: 1.000e-02, eta: 1 day, 22:09:04, time: 1.137, data_time: 0.393, memory: 7080, top1_acc: 0.5844, top5_acc: 0.7961, loss_cls: 1.7525, loss: 1.7525, grad_norm: 5.2529 2021-06-16 21:23:16,781 - mmaction - INFO - Epoch [15][2280/3757] lr: 1.000e-02, eta: 1 day, 22:08:37, time: 1.217, data_time: 0.091, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8063, loss_cls: 1.8258, loss: 1.8258, grad_norm: 5.4862 2021-06-16 21:23:39,371 - mmaction - INFO - Epoch [15][2300/3757] lr: 1.000e-02, eta: 1 day, 22:08:07, time: 1.133, data_time: 0.024, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8117, loss_cls: 1.7068, loss: 1.7068, grad_norm: 5.2316 2021-06-16 21:24:01,978 - mmaction - INFO - Epoch [15][2320/3757] lr: 1.000e-02, eta: 1 day, 22:07:36, time: 1.130, data_time: 0.155, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8023, loss_cls: 1.7435, loss: 1.7435, grad_norm: 5.3839 2021-06-16 21:24:24,666 - mmaction - INFO - Epoch [15][2340/3757] lr: 1.000e-02, eta: 1 day, 22:07:05, time: 1.129, data_time: 0.118, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8109, loss_cls: 1.7534, loss: 1.7534, grad_norm: 5.2703 2021-06-16 21:24:47,521 - mmaction - INFO - Epoch [15][2360/3757] lr: 1.000e-02, eta: 1 day, 22:06:35, time: 1.146, data_time: 0.143, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8234, loss_cls: 1.6890, loss: 1.6890, grad_norm: 5.2029 2021-06-16 21:25:08,685 - mmaction - INFO - Epoch [15][2380/3757] lr: 1.000e-02, eta: 1 day, 22:06:01, time: 1.061, data_time: 0.139, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8000, loss_cls: 1.7652, loss: 1.7652, grad_norm: 5.3911 2021-06-16 21:25:31,026 - mmaction - INFO - Epoch [15][2400/3757] lr: 1.000e-02, eta: 1 day, 22:05:30, time: 1.117, data_time: 0.099, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8094, loss_cls: 1.7646, loss: 1.7646, grad_norm: 5.4293 2021-06-16 21:25:54,021 - mmaction - INFO - Epoch [15][2420/3757] lr: 1.000e-02, eta: 1 day, 22:05:00, time: 1.150, data_time: 0.063, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8117, loss_cls: 1.7351, loss: 1.7351, grad_norm: 5.4526 2021-06-16 21:26:17,020 - mmaction - INFO - Epoch [15][2440/3757] lr: 1.000e-02, eta: 1 day, 22:04:30, time: 1.150, data_time: 0.189, memory: 7080, top1_acc: 0.5797, top5_acc: 0.7961, loss_cls: 1.8050, loss: 1.8050, grad_norm: 5.3207 2021-06-16 21:26:40,065 - mmaction - INFO - Epoch [15][2460/3757] lr: 1.000e-02, eta: 1 day, 22:04:01, time: 1.151, data_time: 0.072, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8125, loss_cls: 1.6914, loss: 1.6914, grad_norm: 5.1715 2021-06-16 21:27:02,101 - mmaction - INFO - Epoch [15][2480/3757] lr: 1.000e-02, eta: 1 day, 22:03:29, time: 1.103, data_time: 0.303, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8133, loss_cls: 1.7262, loss: 1.7262, grad_norm: 5.3675 2021-06-16 21:27:25,391 - mmaction - INFO - Epoch [15][2500/3757] lr: 1.000e-02, eta: 1 day, 22:03:00, time: 1.165, data_time: 0.108, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8039, loss_cls: 1.7623, loss: 1.7623, grad_norm: 5.4384 2021-06-16 21:27:49,008 - mmaction - INFO - Epoch [15][2520/3757] lr: 1.000e-02, eta: 1 day, 22:02:31, time: 1.179, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8234, loss_cls: 1.6934, loss: 1.6934, grad_norm: 5.1790 2021-06-16 21:28:10,695 - mmaction - INFO - Epoch [15][2540/3757] lr: 1.000e-02, eta: 1 day, 22:01:58, time: 1.082, data_time: 0.003, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8281, loss_cls: 1.6874, loss: 1.6874, grad_norm: 5.5326 2021-06-16 21:28:33,605 - mmaction - INFO - Epoch [15][2560/3757] lr: 1.000e-02, eta: 1 day, 22:01:29, time: 1.149, data_time: 0.032, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8156, loss_cls: 1.6791, loss: 1.6791, grad_norm: 5.1662 2021-06-16 21:28:56,475 - mmaction - INFO - Epoch [15][2580/3757] lr: 1.000e-02, eta: 1 day, 22:00:59, time: 1.144, data_time: 0.065, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8086, loss_cls: 1.7271, loss: 1.7271, grad_norm: 5.2082 2021-06-16 21:29:19,701 - mmaction - INFO - Epoch [15][2600/3757] lr: 1.000e-02, eta: 1 day, 22:00:29, time: 1.161, data_time: 0.095, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8258, loss_cls: 1.6322, loss: 1.6322, grad_norm: 5.2277 2021-06-16 21:29:41,841 - mmaction - INFO - Epoch [15][2620/3757] lr: 1.000e-02, eta: 1 day, 21:59:58, time: 1.106, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8180, loss_cls: 1.7094, loss: 1.7094, grad_norm: 5.3502 2021-06-16 21:30:04,774 - mmaction - INFO - Epoch [15][2640/3757] lr: 1.000e-02, eta: 1 day, 21:59:28, time: 1.145, data_time: 0.124, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8031, loss_cls: 1.7769, loss: 1.7769, grad_norm: 5.1924 2021-06-16 21:30:27,603 - mmaction - INFO - Epoch [15][2660/3757] lr: 1.000e-02, eta: 1 day, 21:58:58, time: 1.143, data_time: 0.220, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8078, loss_cls: 1.7632, loss: 1.7632, grad_norm: 5.2788 2021-06-16 21:30:51,587 - mmaction - INFO - Epoch [15][2680/3757] lr: 1.000e-02, eta: 1 day, 21:58:30, time: 1.200, data_time: 0.032, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8148, loss_cls: 1.7581, loss: 1.7581, grad_norm: 5.3576 2021-06-16 21:31:13,118 - mmaction - INFO - Epoch [15][2700/3757] lr: 1.000e-02, eta: 1 day, 21:57:57, time: 1.074, data_time: 0.001, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8078, loss_cls: 1.7588, loss: 1.7588, grad_norm: 5.2724 2021-06-16 21:31:35,525 - mmaction - INFO - Epoch [15][2720/3757] lr: 1.000e-02, eta: 1 day, 21:57:26, time: 1.122, data_time: 0.094, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8297, loss_cls: 1.6846, loss: 1.6846, grad_norm: 5.0934 2021-06-16 21:31:58,823 - mmaction - INFO - Epoch [15][2740/3757] lr: 1.000e-02, eta: 1 day, 21:56:57, time: 1.165, data_time: 0.002, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8305, loss_cls: 1.5595, loss: 1.5595, grad_norm: 5.0602 2021-06-16 21:32:20,938 - mmaction - INFO - Epoch [15][2760/3757] lr: 1.000e-02, eta: 1 day, 21:56:25, time: 1.106, data_time: 0.002, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.7971, loss: 1.7971, grad_norm: 5.3606 2021-06-16 21:32:45,317 - mmaction - INFO - Epoch [15][2780/3757] lr: 1.000e-02, eta: 1 day, 21:55:59, time: 1.219, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8258, loss_cls: 1.6460, loss: 1.6460, grad_norm: 5.0807 2021-06-16 21:33:07,167 - mmaction - INFO - Epoch [15][2800/3757] lr: 1.000e-02, eta: 1 day, 21:55:26, time: 1.092, data_time: 0.002, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8039, loss_cls: 1.7945, loss: 1.7945, grad_norm: 5.2497 2021-06-16 21:33:29,321 - mmaction - INFO - Epoch [15][2820/3757] lr: 1.000e-02, eta: 1 day, 21:54:55, time: 1.108, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.7334, loss: 1.7334, grad_norm: 5.1986 2021-06-16 21:33:52,439 - mmaction - INFO - Epoch [15][2840/3757] lr: 1.000e-02, eta: 1 day, 21:54:25, time: 1.156, data_time: 0.001, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8039, loss_cls: 1.7463, loss: 1.7463, grad_norm: 5.2545 2021-06-16 21:34:14,705 - mmaction - INFO - Epoch [15][2860/3757] lr: 1.000e-02, eta: 1 day, 21:53:54, time: 1.111, data_time: 0.001, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8117, loss_cls: 1.7548, loss: 1.7548, grad_norm: 5.2590 2021-06-16 21:34:36,873 - mmaction - INFO - Epoch [15][2880/3757] lr: 1.000e-02, eta: 1 day, 21:53:22, time: 1.110, data_time: 0.003, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8156, loss_cls: 1.6606, loss: 1.6606, grad_norm: 5.1085 2021-06-16 21:34:58,760 - mmaction - INFO - Epoch [15][2900/3757] lr: 1.000e-02, eta: 1 day, 21:52:50, time: 1.095, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8156, loss_cls: 1.7500, loss: 1.7500, grad_norm: 5.2968 2021-06-16 21:35:21,788 - mmaction - INFO - Epoch [15][2920/3757] lr: 1.000e-02, eta: 1 day, 21:52:20, time: 1.151, data_time: 0.002, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8141, loss_cls: 1.7634, loss: 1.7634, grad_norm: 5.3898 2021-06-16 21:35:44,860 - mmaction - INFO - Epoch [15][2940/3757] lr: 1.000e-02, eta: 1 day, 21:51:51, time: 1.151, data_time: 0.067, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8133, loss_cls: 1.7407, loss: 1.7407, grad_norm: 5.1735 2021-06-16 21:36:09,266 - mmaction - INFO - Epoch [15][2960/3757] lr: 1.000e-02, eta: 1 day, 21:51:25, time: 1.223, data_time: 0.233, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7836, loss_cls: 1.8543, loss: 1.8543, grad_norm: 5.4946 2021-06-16 21:36:32,594 - mmaction - INFO - Epoch [15][2980/3757] lr: 1.000e-02, eta: 1 day, 21:50:56, time: 1.166, data_time: 0.115, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8141, loss_cls: 1.7807, loss: 1.7807, grad_norm: 5.2910 2021-06-16 21:36:53,762 - mmaction - INFO - Epoch [15][3000/3757] lr: 1.000e-02, eta: 1 day, 21:50:22, time: 1.056, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8102, loss_cls: 1.7409, loss: 1.7409, grad_norm: 5.2978 2021-06-16 21:37:16,229 - mmaction - INFO - Epoch [15][3020/3757] lr: 1.000e-02, eta: 1 day, 21:49:51, time: 1.125, data_time: 0.169, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8133, loss_cls: 1.7399, loss: 1.7399, grad_norm: 5.3489 2021-06-16 21:37:39,434 - mmaction - INFO - Epoch [15][3040/3757] lr: 1.000e-02, eta: 1 day, 21:49:22, time: 1.161, data_time: 0.029, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.7123, loss: 1.7123, grad_norm: 5.2950 2021-06-16 21:38:01,876 - mmaction - INFO - Epoch [15][3060/3757] lr: 1.000e-02, eta: 1 day, 21:48:51, time: 1.122, data_time: 0.002, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8164, loss_cls: 1.7127, loss: 1.7127, grad_norm: 5.1834 2021-06-16 21:38:24,731 - mmaction - INFO - Epoch [15][3080/3757] lr: 1.000e-02, eta: 1 day, 21:48:21, time: 1.144, data_time: 0.280, memory: 7080, top1_acc: 0.5516, top5_acc: 0.8023, loss_cls: 1.8263, loss: 1.8263, grad_norm: 5.4697 2021-06-16 21:38:47,110 - mmaction - INFO - Epoch [15][3100/3757] lr: 1.000e-02, eta: 1 day, 21:47:50, time: 1.118, data_time: 0.047, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7867, loss_cls: 1.8400, loss: 1.8400, grad_norm: 5.3741 2021-06-16 21:39:09,981 - mmaction - INFO - Epoch [15][3120/3757] lr: 1.000e-02, eta: 1 day, 21:47:20, time: 1.144, data_time: 0.373, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8031, loss_cls: 1.8510, loss: 1.8510, grad_norm: 5.2505 2021-06-16 21:39:31,485 - mmaction - INFO - Epoch [15][3140/3757] lr: 1.000e-02, eta: 1 day, 21:46:47, time: 1.075, data_time: 0.208, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8172, loss_cls: 1.6930, loss: 1.6930, grad_norm: 5.1137 2021-06-16 21:39:55,023 - mmaction - INFO - Epoch [15][3160/3757] lr: 1.000e-02, eta: 1 day, 21:46:19, time: 1.177, data_time: 0.125, memory: 7080, top1_acc: 0.5672, top5_acc: 0.7945, loss_cls: 1.8395, loss: 1.8395, grad_norm: 5.3541 2021-06-16 21:40:18,882 - mmaction - INFO - Epoch [15][3180/3757] lr: 1.000e-02, eta: 1 day, 21:45:51, time: 1.193, data_time: 0.186, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8172, loss_cls: 1.7103, loss: 1.7103, grad_norm: 5.2731 2021-06-16 21:40:41,216 - mmaction - INFO - Epoch [15][3200/3757] lr: 1.000e-02, eta: 1 day, 21:45:20, time: 1.116, data_time: 0.181, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8164, loss_cls: 1.7374, loss: 1.7374, grad_norm: 5.2185 2021-06-16 21:41:03,546 - mmaction - INFO - Epoch [15][3220/3757] lr: 1.000e-02, eta: 1 day, 21:44:49, time: 1.116, data_time: 0.015, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8070, loss_cls: 1.7840, loss: 1.7840, grad_norm: 5.2743 2021-06-16 21:41:26,604 - mmaction - INFO - Epoch [15][3240/3757] lr: 1.000e-02, eta: 1 day, 21:44:19, time: 1.154, data_time: 0.003, memory: 7080, top1_acc: 0.5766, top5_acc: 0.7937, loss_cls: 1.7922, loss: 1.7922, grad_norm: 5.2536 2021-06-16 21:41:51,605 - mmaction - INFO - Epoch [15][3260/3757] lr: 1.000e-02, eta: 1 day, 21:43:55, time: 1.250, data_time: 0.001, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7828, loss_cls: 1.8606, loss: 1.8606, grad_norm: 5.3927 2021-06-16 21:42:13,400 - mmaction - INFO - Epoch [15][3280/3757] lr: 1.000e-02, eta: 1 day, 21:43:22, time: 1.090, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8117, loss_cls: 1.7771, loss: 1.7771, grad_norm: 5.2001 2021-06-16 21:42:36,543 - mmaction - INFO - Epoch [15][3300/3757] lr: 1.000e-02, eta: 1 day, 21:42:53, time: 1.156, data_time: 0.001, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8016, loss_cls: 1.7683, loss: 1.7683, grad_norm: 5.1377 2021-06-16 21:42:59,462 - mmaction - INFO - Epoch [15][3320/3757] lr: 1.000e-02, eta: 1 day, 21:42:23, time: 1.146, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.7977, loss_cls: 1.7886, loss: 1.7886, grad_norm: 5.3988 2021-06-16 21:43:20,992 - mmaction - INFO - Epoch [15][3340/3757] lr: 1.000e-02, eta: 1 day, 21:41:50, time: 1.077, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8102, loss_cls: 1.7561, loss: 1.7561, grad_norm: 5.3018 2021-06-16 21:43:43,873 - mmaction - INFO - Epoch [15][3360/3757] lr: 1.000e-02, eta: 1 day, 21:41:21, time: 1.144, data_time: 0.019, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7977, loss_cls: 1.8325, loss: 1.8325, grad_norm: 5.5119 2021-06-16 21:44:06,031 - mmaction - INFO - Epoch [15][3380/3757] lr: 1.000e-02, eta: 1 day, 21:40:49, time: 1.108, data_time: 0.325, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8070, loss_cls: 1.7500, loss: 1.7500, grad_norm: 5.3149 2021-06-16 21:44:28,399 - mmaction - INFO - Epoch [15][3400/3757] lr: 1.000e-02, eta: 1 day, 21:40:18, time: 1.119, data_time: 0.203, memory: 7080, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.7779, loss: 1.7779, grad_norm: 5.3262 2021-06-16 21:44:51,557 - mmaction - INFO - Epoch [15][3420/3757] lr: 1.000e-02, eta: 1 day, 21:39:49, time: 1.157, data_time: 0.003, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8305, loss_cls: 1.6389, loss: 1.6389, grad_norm: 5.2056 2021-06-16 21:45:14,375 - mmaction - INFO - Epoch [15][3440/3757] lr: 1.000e-02, eta: 1 day, 21:39:19, time: 1.141, data_time: 0.097, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8078, loss_cls: 1.7016, loss: 1.7016, grad_norm: 5.1629 2021-06-16 21:45:37,956 - mmaction - INFO - Epoch [15][3460/3757] lr: 1.000e-02, eta: 1 day, 21:38:51, time: 1.179, data_time: 0.009, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8102, loss_cls: 1.6746, loss: 1.6746, grad_norm: 5.1542 2021-06-16 21:45:59,787 - mmaction - INFO - Epoch [15][3480/3757] lr: 1.000e-02, eta: 1 day, 21:38:19, time: 1.089, data_time: 0.001, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8109, loss_cls: 1.7746, loss: 1.7746, grad_norm: 5.2011 2021-06-16 21:46:21,782 - mmaction - INFO - Epoch [15][3500/3757] lr: 1.000e-02, eta: 1 day, 21:37:47, time: 1.101, data_time: 0.004, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8047, loss_cls: 1.7740, loss: 1.7740, grad_norm: 5.1763 2021-06-16 21:46:44,618 - mmaction - INFO - Epoch [15][3520/3757] lr: 1.000e-02, eta: 1 day, 21:37:17, time: 1.142, data_time: 0.147, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8227, loss_cls: 1.7161, loss: 1.7161, grad_norm: 5.1922 2021-06-16 21:47:07,149 - mmaction - INFO - Epoch [15][3540/3757] lr: 1.000e-02, eta: 1 day, 21:36:46, time: 1.122, data_time: 0.294, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8094, loss_cls: 1.7814, loss: 1.7814, grad_norm: 5.3642 2021-06-16 21:47:30,063 - mmaction - INFO - Epoch [15][3560/3757] lr: 1.000e-02, eta: 1 day, 21:36:17, time: 1.151, data_time: 0.057, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8070, loss_cls: 1.7943, loss: 1.7943, grad_norm: 5.4280 2021-06-16 21:47:52,320 - mmaction - INFO - Epoch [15][3580/3757] lr: 1.000e-02, eta: 1 day, 21:35:45, time: 1.113, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8133, loss_cls: 1.7419, loss: 1.7419, grad_norm: 5.2840 2021-06-16 21:48:13,813 - mmaction - INFO - Epoch [15][3600/3757] lr: 1.000e-02, eta: 1 day, 21:35:12, time: 1.073, data_time: 0.041, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8187, loss_cls: 1.7425, loss: 1.7425, grad_norm: 5.3404 2021-06-16 21:48:37,637 - mmaction - INFO - Epoch [15][3620/3757] lr: 1.000e-02, eta: 1 day, 21:34:45, time: 1.191, data_time: 0.412, memory: 7080, top1_acc: 0.5492, top5_acc: 0.8070, loss_cls: 1.8403, loss: 1.8403, grad_norm: 5.3772 2021-06-16 21:48:59,778 - mmaction - INFO - Epoch [15][3640/3757] lr: 1.000e-02, eta: 1 day, 21:34:13, time: 1.109, data_time: 0.480, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8203, loss_cls: 1.7017, loss: 1.7017, grad_norm: 5.1891 2021-06-16 21:49:20,523 - mmaction - INFO - Epoch [15][3660/3757] lr: 1.000e-02, eta: 1 day, 21:33:39, time: 1.037, data_time: 0.192, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8180, loss_cls: 1.7262, loss: 1.7262, grad_norm: 5.3126 2021-06-16 21:49:43,065 - mmaction - INFO - Epoch [15][3680/3757] lr: 1.000e-02, eta: 1 day, 21:33:08, time: 1.127, data_time: 0.219, memory: 7080, top1_acc: 0.5797, top5_acc: 0.7977, loss_cls: 1.7793, loss: 1.7793, grad_norm: 5.2371 2021-06-16 21:50:07,319 - mmaction - INFO - Epoch [15][3700/3757] lr: 1.000e-02, eta: 1 day, 21:32:42, time: 1.212, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8187, loss_cls: 1.6921, loss: 1.6921, grad_norm: 5.2982 2021-06-16 21:50:30,209 - mmaction - INFO - Epoch [15][3720/3757] lr: 1.000e-02, eta: 1 day, 21:32:12, time: 1.145, data_time: 0.017, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8063, loss_cls: 1.7673, loss: 1.7673, grad_norm: 5.2533 2021-06-16 21:50:53,818 - mmaction - INFO - Epoch [15][3740/3757] lr: 1.000e-02, eta: 1 day, 21:31:44, time: 1.181, data_time: 0.008, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8117, loss_cls: 1.7317, loss: 1.7317, grad_norm: 5.1381 2021-06-16 21:51:13,843 - mmaction - INFO - Saving checkpoint at 15 epochs 2021-06-16 21:58:47,260 - mmaction - INFO - Epoch [16][20/3757] lr: 1.000e-02, eta: 1 day, 21:46:46, time: 22.622, data_time: 21.605, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8203, loss_cls: 1.6381, loss: 1.6381, grad_norm: 5.1495 2021-06-16 21:59:10,924 - mmaction - INFO - Epoch [16][40/3757] lr: 1.000e-02, eta: 1 day, 21:46:17, time: 1.186, data_time: 0.062, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8195, loss_cls: 1.7068, loss: 1.7068, grad_norm: 5.3490 2021-06-16 21:59:33,610 - mmaction - INFO - Epoch [16][60/3757] lr: 1.000e-02, eta: 1 day, 21:45:47, time: 1.133, data_time: 0.106, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8430, loss_cls: 1.5793, loss: 1.5793, grad_norm: 5.2858 2021-06-16 21:59:56,319 - mmaction - INFO - Epoch [16][80/3757] lr: 1.000e-02, eta: 1 day, 21:45:16, time: 1.136, data_time: 0.164, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8313, loss_cls: 1.6072, loss: 1.6072, grad_norm: 5.3464 2021-06-16 22:00:18,977 - mmaction - INFO - Epoch [16][100/3757] lr: 1.000e-02, eta: 1 day, 21:44:45, time: 1.132, data_time: 0.003, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8172, loss_cls: 1.6448, loss: 1.6448, grad_norm: 5.2028 2021-06-16 22:00:41,361 - mmaction - INFO - Epoch [16][120/3757] lr: 1.000e-02, eta: 1 day, 21:44:14, time: 1.120, data_time: 0.059, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8289, loss_cls: 1.6940, loss: 1.6940, grad_norm: 5.3077 2021-06-16 22:01:03,286 - mmaction - INFO - Epoch [16][140/3757] lr: 1.000e-02, eta: 1 day, 21:43:42, time: 1.094, data_time: 0.122, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8258, loss_cls: 1.6884, loss: 1.6884, grad_norm: 5.0640 2021-06-16 22:01:25,579 - mmaction - INFO - Epoch [16][160/3757] lr: 1.000e-02, eta: 1 day, 21:43:10, time: 1.117, data_time: 0.277, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8078, loss_cls: 1.7122, loss: 1.7122, grad_norm: 5.3099 2021-06-16 22:01:48,092 - mmaction - INFO - Epoch [16][180/3757] lr: 1.000e-02, eta: 1 day, 21:42:39, time: 1.126, data_time: 0.235, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8164, loss_cls: 1.7108, loss: 1.7108, grad_norm: 5.2217 2021-06-16 22:02:10,790 - mmaction - INFO - Epoch [16][200/3757] lr: 1.000e-02, eta: 1 day, 21:42:09, time: 1.134, data_time: 0.179, memory: 7080, top1_acc: 0.5672, top5_acc: 0.7992, loss_cls: 1.7730, loss: 1.7730, grad_norm: 5.3442 2021-06-16 22:02:32,897 - mmaction - INFO - Epoch [16][220/3757] lr: 1.000e-02, eta: 1 day, 21:41:37, time: 1.105, data_time: 0.129, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8250, loss_cls: 1.6670, loss: 1.6670, grad_norm: 5.1768 2021-06-16 22:02:56,540 - mmaction - INFO - Epoch [16][240/3757] lr: 1.000e-02, eta: 1 day, 21:41:08, time: 1.183, data_time: 0.039, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.7647, loss: 1.7647, grad_norm: 5.2981 2021-06-16 22:03:18,984 - mmaction - INFO - Epoch [16][260/3757] lr: 1.000e-02, eta: 1 day, 21:40:37, time: 1.121, data_time: 0.107, memory: 7080, top1_acc: 0.5961, top5_acc: 0.7953, loss_cls: 1.7626, loss: 1.7626, grad_norm: 5.2074 2021-06-16 22:03:43,299 - mmaction - INFO - Epoch [16][280/3757] lr: 1.000e-02, eta: 1 day, 21:40:11, time: 1.217, data_time: 0.086, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8039, loss_cls: 1.7451, loss: 1.7451, grad_norm: 5.3288 2021-06-16 22:04:04,599 - mmaction - INFO - Epoch [16][300/3757] lr: 1.000e-02, eta: 1 day, 21:39:36, time: 1.058, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.7992, loss_cls: 1.6919, loss: 1.6919, grad_norm: 5.2907 2021-06-16 22:04:28,492 - mmaction - INFO - Epoch [16][320/3757] lr: 1.000e-02, eta: 1 day, 21:39:09, time: 1.193, data_time: 0.009, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8398, loss_cls: 1.6026, loss: 1.6026, grad_norm: 5.5678 2021-06-16 22:04:51,486 - mmaction - INFO - Epoch [16][340/3757] lr: 1.000e-02, eta: 1 day, 21:38:39, time: 1.158, data_time: 0.010, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8250, loss_cls: 1.6379, loss: 1.6379, grad_norm: 5.2390 2021-06-16 22:05:13,250 - mmaction - INFO - Epoch [16][360/3757] lr: 1.000e-02, eta: 1 day, 21:38:07, time: 1.089, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8195, loss_cls: 1.6568, loss: 1.6568, grad_norm: 5.2067 2021-06-16 22:05:36,056 - mmaction - INFO - Epoch [16][380/3757] lr: 1.000e-02, eta: 1 day, 21:37:36, time: 1.137, data_time: 0.041, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8234, loss_cls: 1.6250, loss: 1.6250, grad_norm: 5.1461 2021-06-16 22:05:59,318 - mmaction - INFO - Epoch [16][400/3757] lr: 1.000e-02, eta: 1 day, 21:37:07, time: 1.167, data_time: 0.113, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8180, loss_cls: 1.7178, loss: 1.7178, grad_norm: 5.3050 2021-06-16 22:06:21,805 - mmaction - INFO - Epoch [16][420/3757] lr: 1.000e-02, eta: 1 day, 21:36:36, time: 1.120, data_time: 0.003, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8078, loss_cls: 1.6924, loss: 1.6924, grad_norm: 5.2856 2021-06-16 22:06:45,187 - mmaction - INFO - Epoch [16][440/3757] lr: 1.000e-02, eta: 1 day, 21:36:07, time: 1.173, data_time: 0.106, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8164, loss_cls: 1.7315, loss: 1.7315, grad_norm: 5.3341 2021-06-16 22:07:06,593 - mmaction - INFO - Epoch [16][460/3757] lr: 1.000e-02, eta: 1 day, 21:35:34, time: 1.070, data_time: 0.091, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8070, loss_cls: 1.7493, loss: 1.7493, grad_norm: 5.2761 2021-06-16 22:07:29,296 - mmaction - INFO - Epoch [16][480/3757] lr: 1.000e-02, eta: 1 day, 21:35:03, time: 1.134, data_time: 0.346, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8227, loss_cls: 1.7239, loss: 1.7239, grad_norm: 5.3207 2021-06-16 22:07:53,013 - mmaction - INFO - Epoch [16][500/3757] lr: 1.000e-02, eta: 1 day, 21:34:35, time: 1.185, data_time: 0.278, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8305, loss_cls: 1.6304, loss: 1.6304, grad_norm: 5.2518 2021-06-16 22:08:17,147 - mmaction - INFO - Epoch [16][520/3757] lr: 1.000e-02, eta: 1 day, 21:34:08, time: 1.208, data_time: 0.028, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8266, loss_cls: 1.6780, loss: 1.6780, grad_norm: 5.2313 2021-06-16 22:08:38,694 - mmaction - INFO - Epoch [16][540/3757] lr: 1.000e-02, eta: 1 day, 21:33:35, time: 1.077, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8305, loss_cls: 1.6669, loss: 1.6669, grad_norm: 5.2078 2021-06-16 22:09:01,689 - mmaction - INFO - Epoch [16][560/3757] lr: 1.000e-02, eta: 1 day, 21:33:05, time: 1.150, data_time: 0.003, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8266, loss_cls: 1.6727, loss: 1.6727, grad_norm: 5.2283 2021-06-16 22:09:24,568 - mmaction - INFO - Epoch [16][580/3757] lr: 1.000e-02, eta: 1 day, 21:32:35, time: 1.144, data_time: 0.001, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8094, loss_cls: 1.7207, loss: 1.7207, grad_norm: 5.3183 2021-06-16 22:09:47,060 - mmaction - INFO - Epoch [16][600/3757] lr: 1.000e-02, eta: 1 day, 21:32:04, time: 1.124, data_time: 0.004, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8234, loss_cls: 1.6882, loss: 1.6882, grad_norm: 5.2858 2021-06-16 22:10:09,039 - mmaction - INFO - Epoch [16][620/3757] lr: 1.000e-02, eta: 1 day, 21:31:32, time: 1.098, data_time: 0.074, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8172, loss_cls: 1.7514, loss: 1.7514, grad_norm: 5.3718 2021-06-16 22:10:31,448 - mmaction - INFO - Epoch [16][640/3757] lr: 1.000e-02, eta: 1 day, 21:31:01, time: 1.122, data_time: 0.141, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8227, loss_cls: 1.6734, loss: 1.6734, grad_norm: 5.2320 2021-06-16 22:10:53,959 - mmaction - INFO - Epoch [16][660/3757] lr: 1.000e-02, eta: 1 day, 21:30:30, time: 1.126, data_time: 0.070, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8414, loss_cls: 1.6766, loss: 1.6766, grad_norm: 5.2319 2021-06-16 22:11:18,218 - mmaction - INFO - Epoch [16][680/3757] lr: 1.000e-02, eta: 1 day, 21:30:03, time: 1.213, data_time: 0.039, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8172, loss_cls: 1.6720, loss: 1.6720, grad_norm: 5.3216 2021-06-16 22:11:41,692 - mmaction - INFO - Epoch [16][700/3757] lr: 1.000e-02, eta: 1 day, 21:29:35, time: 1.174, data_time: 0.014, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7485, loss: 1.7485, grad_norm: 5.3604 2021-06-16 22:12:05,408 - mmaction - INFO - Epoch [16][720/3757] lr: 1.000e-02, eta: 1 day, 21:29:06, time: 1.184, data_time: 0.242, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8117, loss_cls: 1.7297, loss: 1.7297, grad_norm: 5.2813 2021-06-16 22:12:28,065 - mmaction - INFO - Epoch [16][740/3757] lr: 1.000e-02, eta: 1 day, 21:28:36, time: 1.135, data_time: 0.004, memory: 7080, top1_acc: 0.5555, top5_acc: 0.7969, loss_cls: 1.8056, loss: 1.8056, grad_norm: 5.4613 2021-06-16 22:12:49,127 - mmaction - INFO - Epoch [16][760/3757] lr: 1.000e-02, eta: 1 day, 21:28:02, time: 1.054, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.7992, loss_cls: 1.7528, loss: 1.7528, grad_norm: 5.2844 2021-06-16 22:13:12,025 - mmaction - INFO - Epoch [16][780/3757] lr: 1.000e-02, eta: 1 day, 21:27:32, time: 1.144, data_time: 0.004, memory: 7080, top1_acc: 0.5633, top5_acc: 0.7945, loss_cls: 1.7702, loss: 1.7702, grad_norm: 5.3004 2021-06-16 22:13:34,212 - mmaction - INFO - Epoch [16][800/3757] lr: 1.000e-02, eta: 1 day, 21:27:00, time: 1.109, data_time: 0.123, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8094, loss_cls: 1.7168, loss: 1.7168, grad_norm: 5.1989 2021-06-16 22:13:56,508 - mmaction - INFO - Epoch [16][820/3757] lr: 1.000e-02, eta: 1 day, 21:26:29, time: 1.115, data_time: 0.130, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8195, loss_cls: 1.6873, loss: 1.6873, grad_norm: 5.1656 2021-06-16 22:14:20,835 - mmaction - INFO - Epoch [16][840/3757] lr: 1.000e-02, eta: 1 day, 21:26:02, time: 1.215, data_time: 0.003, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8406, loss_cls: 1.6247, loss: 1.6247, grad_norm: 5.2826 2021-06-16 22:14:43,528 - mmaction - INFO - Epoch [16][860/3757] lr: 1.000e-02, eta: 1 day, 21:25:32, time: 1.137, data_time: 0.004, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8180, loss_cls: 1.6846, loss: 1.6846, grad_norm: 5.2011 2021-06-16 22:15:06,044 - mmaction - INFO - Epoch [16][880/3757] lr: 1.000e-02, eta: 1 day, 21:25:01, time: 1.125, data_time: 0.001, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8109, loss_cls: 1.7491, loss: 1.7491, grad_norm: 5.4382 2021-06-16 22:15:28,429 - mmaction - INFO - Epoch [16][900/3757] lr: 1.000e-02, eta: 1 day, 21:24:30, time: 1.119, data_time: 0.064, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8172, loss_cls: 1.6768, loss: 1.6768, grad_norm: 5.2549 2021-06-16 22:15:50,566 - mmaction - INFO - Epoch [16][920/3757] lr: 1.000e-02, eta: 1 day, 21:23:58, time: 1.107, data_time: 0.024, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8227, loss_cls: 1.6736, loss: 1.6736, grad_norm: 5.3082 2021-06-16 22:16:13,782 - mmaction - INFO - Epoch [16][940/3757] lr: 1.000e-02, eta: 1 day, 21:23:29, time: 1.161, data_time: 0.095, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8289, loss_cls: 1.6428, loss: 1.6428, grad_norm: 5.0924 2021-06-16 22:16:37,051 - mmaction - INFO - Epoch [16][960/3757] lr: 1.000e-02, eta: 1 day, 21:23:00, time: 1.164, data_time: 0.048, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8219, loss_cls: 1.6285, loss: 1.6285, grad_norm: 5.2068 2021-06-16 22:17:00,132 - mmaction - INFO - Epoch [16][980/3757] lr: 1.000e-02, eta: 1 day, 21:22:31, time: 1.151, data_time: 0.173, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8047, loss_cls: 1.7722, loss: 1.7722, grad_norm: 5.3131 2021-06-16 22:17:23,337 - mmaction - INFO - Epoch [16][1000/3757] lr: 1.000e-02, eta: 1 day, 21:22:02, time: 1.163, data_time: 0.026, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8172, loss_cls: 1.6996, loss: 1.6996, grad_norm: 5.3169 2021-06-16 22:17:46,292 - mmaction - INFO - Epoch [16][1020/3757] lr: 1.000e-02, eta: 1 day, 21:21:32, time: 1.148, data_time: 0.025, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8219, loss_cls: 1.6701, loss: 1.6701, grad_norm: 5.2792 2021-06-16 22:18:08,072 - mmaction - INFO - Epoch [16][1040/3757] lr: 1.000e-02, eta: 1 day, 21:20:59, time: 1.089, data_time: 0.018, memory: 7080, top1_acc: 0.5547, top5_acc: 0.8102, loss_cls: 1.7632, loss: 1.7632, grad_norm: 5.4206 2021-06-16 22:18:31,736 - mmaction - INFO - Epoch [16][1060/3757] lr: 1.000e-02, eta: 1 day, 21:20:31, time: 1.183, data_time: 0.003, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8156, loss_cls: 1.7345, loss: 1.7345, grad_norm: 5.2513 2021-06-16 22:18:54,326 - mmaction - INFO - Epoch [16][1080/3757] lr: 1.000e-02, eta: 1 day, 21:20:01, time: 1.130, data_time: 0.063, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8273, loss_cls: 1.6724, loss: 1.6724, grad_norm: 5.2823 2021-06-16 22:19:16,935 - mmaction - INFO - Epoch [16][1100/3757] lr: 1.000e-02, eta: 1 day, 21:19:30, time: 1.129, data_time: 0.128, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8102, loss_cls: 1.7374, loss: 1.7374, grad_norm: 5.4671 2021-06-16 22:19:40,145 - mmaction - INFO - Epoch [16][1120/3757] lr: 1.000e-02, eta: 1 day, 21:19:01, time: 1.163, data_time: 0.013, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8234, loss_cls: 1.6685, loss: 1.6685, grad_norm: 5.3645 2021-06-16 22:20:02,189 - mmaction - INFO - Epoch [16][1140/3757] lr: 1.000e-02, eta: 1 day, 21:18:29, time: 1.102, data_time: 0.122, memory: 7080, top1_acc: 0.5773, top5_acc: 0.7937, loss_cls: 1.7779, loss: 1.7779, grad_norm: 5.4117 2021-06-16 22:20:24,743 - mmaction - INFO - Epoch [16][1160/3757] lr: 1.000e-02, eta: 1 day, 21:17:59, time: 1.128, data_time: 0.106, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8164, loss_cls: 1.7130, loss: 1.7130, grad_norm: 5.2931 2021-06-16 22:20:47,718 - mmaction - INFO - Epoch [16][1180/3757] lr: 1.000e-02, eta: 1 day, 21:17:29, time: 1.147, data_time: 0.383, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8078, loss_cls: 1.7178, loss: 1.7178, grad_norm: 5.4113 2021-06-16 22:21:10,505 - mmaction - INFO - Epoch [16][1200/3757] lr: 1.000e-02, eta: 1 day, 21:16:59, time: 1.138, data_time: 0.377, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8133, loss_cls: 1.7107, loss: 1.7107, grad_norm: 5.2534 2021-06-16 22:21:32,636 - mmaction - INFO - Epoch [16][1220/3757] lr: 1.000e-02, eta: 1 day, 21:16:27, time: 1.109, data_time: 0.316, memory: 7080, top1_acc: 0.5703, top5_acc: 0.8109, loss_cls: 1.6926, loss: 1.6926, grad_norm: 5.1752 2021-06-16 22:21:54,903 - mmaction - INFO - Epoch [16][1240/3757] lr: 1.000e-02, eta: 1 day, 21:15:56, time: 1.114, data_time: 0.225, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8187, loss_cls: 1.6854, loss: 1.6854, grad_norm: 5.2585 2021-06-16 22:22:17,121 - mmaction - INFO - Epoch [16][1260/3757] lr: 1.000e-02, eta: 1 day, 21:15:25, time: 1.110, data_time: 0.134, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8063, loss_cls: 1.7718, loss: 1.7718, grad_norm: 5.4741 2021-06-16 22:22:41,135 - mmaction - INFO - Epoch [16][1280/3757] lr: 1.000e-02, eta: 1 day, 21:14:57, time: 1.201, data_time: 0.095, memory: 7080, top1_acc: 0.5547, top5_acc: 0.8016, loss_cls: 1.7791, loss: 1.7791, grad_norm: 5.5309 2021-06-16 22:23:02,996 - mmaction - INFO - Epoch [16][1300/3757] lr: 1.000e-02, eta: 1 day, 21:14:25, time: 1.093, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8133, loss_cls: 1.6988, loss: 1.6988, grad_norm: 5.2792 2021-06-16 22:23:26,450 - mmaction - INFO - Epoch [16][1320/3757] lr: 1.000e-02, eta: 1 day, 21:13:57, time: 1.173, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8336, loss_cls: 1.6269, loss: 1.6269, grad_norm: 5.0953 2021-06-16 22:23:48,571 - mmaction - INFO - Epoch [16][1340/3757] lr: 1.000e-02, eta: 1 day, 21:13:25, time: 1.105, data_time: 0.071, memory: 7080, top1_acc: 0.5539, top5_acc: 0.8047, loss_cls: 1.7851, loss: 1.7851, grad_norm: 5.4274 2021-06-16 22:24:11,197 - mmaction - INFO - Epoch [16][1360/3757] lr: 1.000e-02, eta: 1 day, 21:12:55, time: 1.132, data_time: 0.099, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8078, loss_cls: 1.7025, loss: 1.7025, grad_norm: 5.4048 2021-06-16 22:24:33,437 - mmaction - INFO - Epoch [16][1380/3757] lr: 1.000e-02, eta: 1 day, 21:12:23, time: 1.112, data_time: 0.096, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8234, loss_cls: 1.7233, loss: 1.7233, grad_norm: 5.3090 2021-06-16 22:24:56,509 - mmaction - INFO - Epoch [16][1400/3757] lr: 1.000e-02, eta: 1 day, 21:11:54, time: 1.154, data_time: 0.101, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8180, loss_cls: 1.7117, loss: 1.7117, grad_norm: 5.4237 2021-06-16 22:25:19,656 - mmaction - INFO - Epoch [16][1420/3757] lr: 1.000e-02, eta: 1 day, 21:11:24, time: 1.147, data_time: 0.077, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8187, loss_cls: 1.7512, loss: 1.7512, grad_norm: 5.4140 2021-06-16 22:25:43,567 - mmaction - INFO - Epoch [16][1440/3757] lr: 1.000e-02, eta: 1 day, 21:10:57, time: 1.205, data_time: 0.167, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8094, loss_cls: 1.7658, loss: 1.7658, grad_norm: 5.2994 2021-06-16 22:26:07,297 - mmaction - INFO - Epoch [16][1460/3757] lr: 1.000e-02, eta: 1 day, 21:10:29, time: 1.184, data_time: 0.009, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8008, loss_cls: 1.7805, loss: 1.7805, grad_norm: 5.3812 2021-06-16 22:26:28,769 - mmaction - INFO - Epoch [16][1480/3757] lr: 1.000e-02, eta: 1 day, 21:09:56, time: 1.077, data_time: 0.005, memory: 7080, top1_acc: 0.5602, top5_acc: 0.7852, loss_cls: 1.8554, loss: 1.8554, grad_norm: 5.4924 2021-06-16 22:26:51,866 - mmaction - INFO - Epoch [16][1500/3757] lr: 1.000e-02, eta: 1 day, 21:09:27, time: 1.154, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8305, loss_cls: 1.6995, loss: 1.6995, grad_norm: 5.3480 2021-06-16 22:27:15,232 - mmaction - INFO - Epoch [16][1520/3757] lr: 1.000e-02, eta: 1 day, 21:08:58, time: 1.170, data_time: 0.004, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8344, loss_cls: 1.6616, loss: 1.6616, grad_norm: 5.1867 2021-06-16 22:27:37,571 - mmaction - INFO - Epoch [16][1540/3757] lr: 1.000e-02, eta: 1 day, 21:08:27, time: 1.117, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8258, loss_cls: 1.7103, loss: 1.7103, grad_norm: 5.4876 2021-06-16 22:28:00,071 - mmaction - INFO - Epoch [16][1560/3757] lr: 1.000e-02, eta: 1 day, 21:07:57, time: 1.124, data_time: 0.001, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8156, loss_cls: 1.7246, loss: 1.7246, grad_norm: 5.2670 2021-06-16 22:28:22,623 - mmaction - INFO - Epoch [16][1580/3757] lr: 1.000e-02, eta: 1 day, 21:07:26, time: 1.128, data_time: 0.005, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8195, loss_cls: 1.7472, loss: 1.7472, grad_norm: 5.4320 2021-06-16 22:28:44,961 - mmaction - INFO - Epoch [16][1600/3757] lr: 1.000e-02, eta: 1 day, 21:06:55, time: 1.117, data_time: 0.170, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8070, loss_cls: 1.7731, loss: 1.7731, grad_norm: 5.3662 2021-06-16 22:29:07,937 - mmaction - INFO - Epoch [16][1620/3757] lr: 1.000e-02, eta: 1 day, 21:06:26, time: 1.149, data_time: 0.248, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8281, loss_cls: 1.6359, loss: 1.6359, grad_norm: 5.3547 2021-06-16 22:29:30,326 - mmaction - INFO - Epoch [16][1640/3757] lr: 1.000e-02, eta: 1 day, 21:05:55, time: 1.112, data_time: 0.245, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8102, loss_cls: 1.7722, loss: 1.7722, grad_norm: 5.3278 2021-06-16 22:29:52,453 - mmaction - INFO - Epoch [16][1660/3757] lr: 1.000e-02, eta: 1 day, 21:05:23, time: 1.111, data_time: 0.195, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7679, loss: 1.7679, grad_norm: 5.2184 2021-06-16 22:30:15,440 - mmaction - INFO - Epoch [16][1680/3757] lr: 1.000e-02, eta: 1 day, 21:04:54, time: 1.151, data_time: 0.024, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8055, loss_cls: 1.6996, loss: 1.6996, grad_norm: 5.0474 2021-06-16 22:30:38,047 - mmaction - INFO - Epoch [16][1700/3757] lr: 1.000e-02, eta: 1 day, 21:04:24, time: 1.130, data_time: 0.057, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8109, loss_cls: 1.7482, loss: 1.7482, grad_norm: 5.3636 2021-06-16 22:31:01,045 - mmaction - INFO - Epoch [16][1720/3757] lr: 1.000e-02, eta: 1 day, 21:03:54, time: 1.150, data_time: 0.166, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8109, loss_cls: 1.7124, loss: 1.7124, grad_norm: 5.2529 2021-06-16 22:31:23,824 - mmaction - INFO - Epoch [16][1740/3757] lr: 1.000e-02, eta: 1 day, 21:03:24, time: 1.133, data_time: 0.345, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8008, loss_cls: 1.7523, loss: 1.7523, grad_norm: 5.2671 2021-06-16 22:31:47,004 - mmaction - INFO - Epoch [16][1760/3757] lr: 1.000e-02, eta: 1 day, 21:02:55, time: 1.163, data_time: 0.257, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8195, loss_cls: 1.6887, loss: 1.6887, grad_norm: 5.1671 2021-06-16 22:32:10,164 - mmaction - INFO - Epoch [16][1780/3757] lr: 1.000e-02, eta: 1 day, 21:02:26, time: 1.159, data_time: 0.234, memory: 7080, top1_acc: 0.5516, top5_acc: 0.8023, loss_cls: 1.8329, loss: 1.8329, grad_norm: 5.2386 2021-06-16 22:32:32,843 - mmaction - INFO - Epoch [16][1800/3757] lr: 1.000e-02, eta: 1 day, 21:01:56, time: 1.134, data_time: 0.134, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8117, loss_cls: 1.7644, loss: 1.7644, grad_norm: 5.2501 2021-06-16 22:32:56,117 - mmaction - INFO - Epoch [16][1820/3757] lr: 1.000e-02, eta: 1 day, 21:01:27, time: 1.165, data_time: 0.195, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8266, loss_cls: 1.6418, loss: 1.6418, grad_norm: 5.0678 2021-06-16 22:33:19,821 - mmaction - INFO - Epoch [16][1840/3757] lr: 1.000e-02, eta: 1 day, 21:00:59, time: 1.185, data_time: 0.187, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8023, loss_cls: 1.7785, loss: 1.7785, grad_norm: 5.3849 2021-06-16 22:33:42,015 - mmaction - INFO - Epoch [16][1860/3757] lr: 1.000e-02, eta: 1 day, 21:00:28, time: 1.110, data_time: 0.183, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8156, loss_cls: 1.6916, loss: 1.6916, grad_norm: 5.1075 2021-06-16 22:34:05,015 - mmaction - INFO - Epoch [16][1880/3757] lr: 1.000e-02, eta: 1 day, 20:59:58, time: 1.149, data_time: 0.117, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8211, loss_cls: 1.6481, loss: 1.6481, grad_norm: 5.1317 2021-06-16 22:34:27,938 - mmaction - INFO - Epoch [16][1900/3757] lr: 1.000e-02, eta: 1 day, 20:59:29, time: 1.147, data_time: 0.002, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8203, loss_cls: 1.7167, loss: 1.7167, grad_norm: 5.2285 2021-06-16 22:34:51,479 - mmaction - INFO - Epoch [16][1920/3757] lr: 1.000e-02, eta: 1 day, 20:59:00, time: 1.175, data_time: 0.001, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8211, loss_cls: 1.6829, loss: 1.6829, grad_norm: 5.2227 2021-06-16 22:35:13,942 - mmaction - INFO - Epoch [16][1940/3757] lr: 1.000e-02, eta: 1 day, 20:58:30, time: 1.125, data_time: 0.003, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8156, loss_cls: 1.6840, loss: 1.6840, grad_norm: 5.0908 2021-06-16 22:35:38,461 - mmaction - INFO - Epoch [16][1960/3757] lr: 1.000e-02, eta: 1 day, 20:58:04, time: 1.226, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8266, loss_cls: 1.6484, loss: 1.6484, grad_norm: 5.1134 2021-06-16 22:35:59,560 - mmaction - INFO - Epoch [16][1980/3757] lr: 1.000e-02, eta: 1 day, 20:57:30, time: 1.054, data_time: 0.001, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7625, loss: 1.7625, grad_norm: 5.1392 2021-06-16 22:36:20,658 - mmaction - INFO - Epoch [16][2000/3757] lr: 1.000e-02, eta: 1 day, 20:56:56, time: 1.056, data_time: 0.004, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8117, loss_cls: 1.7136, loss: 1.7136, grad_norm: 5.2543 2021-06-16 22:36:43,745 - mmaction - INFO - Epoch [16][2020/3757] lr: 1.000e-02, eta: 1 day, 20:56:27, time: 1.154, data_time: 0.015, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8125, loss_cls: 1.7231, loss: 1.7231, grad_norm: 5.3024 2021-06-16 22:37:08,126 - mmaction - INFO - Epoch [16][2040/3757] lr: 1.000e-02, eta: 1 day, 20:56:01, time: 1.219, data_time: 0.093, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8016, loss_cls: 1.7629, loss: 1.7629, grad_norm: 5.3791 2021-06-16 22:37:31,609 - mmaction - INFO - Epoch [16][2060/3757] lr: 1.000e-02, eta: 1 day, 20:55:33, time: 1.175, data_time: 0.193, memory: 7080, top1_acc: 0.5711, top5_acc: 0.7906, loss_cls: 1.8186, loss: 1.8186, grad_norm: 5.4804 2021-06-16 22:37:54,244 - mmaction - INFO - Epoch [16][2080/3757] lr: 1.000e-02, eta: 1 day, 20:55:02, time: 1.131, data_time: 0.081, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8109, loss_cls: 1.7199, loss: 1.7199, grad_norm: 5.2860 2021-06-16 22:38:17,248 - mmaction - INFO - Epoch [16][2100/3757] lr: 1.000e-02, eta: 1 day, 20:54:33, time: 1.149, data_time: 0.077, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.7295, loss: 1.7295, grad_norm: 5.3381 2021-06-16 22:38:38,370 - mmaction - INFO - Epoch [16][2120/3757] lr: 1.000e-02, eta: 1 day, 20:53:59, time: 1.057, data_time: 0.099, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8141, loss_cls: 1.7489, loss: 1.7489, grad_norm: 5.3242 2021-06-16 22:39:02,255 - mmaction - INFO - Epoch [16][2140/3757] lr: 1.000e-02, eta: 1 day, 20:53:32, time: 1.192, data_time: 0.077, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8172, loss_cls: 1.6918, loss: 1.6918, grad_norm: 5.2886 2021-06-16 22:39:24,657 - mmaction - INFO - Epoch [16][2160/3757] lr: 1.000e-02, eta: 1 day, 20:53:01, time: 1.123, data_time: 0.153, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8063, loss_cls: 1.8118, loss: 1.8118, grad_norm: 5.6020 2021-06-16 22:39:46,857 - mmaction - INFO - Epoch [16][2180/3757] lr: 1.000e-02, eta: 1 day, 20:52:30, time: 1.110, data_time: 0.050, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8242, loss_cls: 1.6669, loss: 1.6669, grad_norm: 5.1762 2021-06-16 22:40:10,550 - mmaction - INFO - Epoch [16][2200/3757] lr: 1.000e-02, eta: 1 day, 20:52:02, time: 1.186, data_time: 0.160, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8086, loss_cls: 1.6629, loss: 1.6629, grad_norm: 5.2641 2021-06-16 22:40:33,330 - mmaction - INFO - Epoch [16][2220/3757] lr: 1.000e-02, eta: 1 day, 20:51:33, time: 1.139, data_time: 0.213, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8078, loss_cls: 1.6865, loss: 1.6865, grad_norm: 5.2870 2021-06-16 22:40:55,863 - mmaction - INFO - Epoch [16][2240/3757] lr: 1.000e-02, eta: 1 day, 20:51:02, time: 1.127, data_time: 0.146, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8133, loss_cls: 1.7420, loss: 1.7420, grad_norm: 5.3602 2021-06-16 22:41:18,568 - mmaction - INFO - Epoch [16][2260/3757] lr: 1.000e-02, eta: 1 day, 20:50:32, time: 1.135, data_time: 0.023, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8070, loss_cls: 1.7849, loss: 1.7849, grad_norm: 5.3100 2021-06-16 22:41:41,516 - mmaction - INFO - Epoch [16][2280/3757] lr: 1.000e-02, eta: 1 day, 20:50:03, time: 1.145, data_time: 0.004, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8148, loss_cls: 1.7391, loss: 1.7391, grad_norm: 5.4040 2021-06-16 22:42:03,778 - mmaction - INFO - Epoch [16][2300/3757] lr: 1.000e-02, eta: 1 day, 20:49:32, time: 1.116, data_time: 0.004, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8055, loss_cls: 1.7490, loss: 1.7490, grad_norm: 5.5160 2021-06-16 22:42:26,079 - mmaction - INFO - Epoch [16][2320/3757] lr: 1.000e-02, eta: 1 day, 20:49:01, time: 1.114, data_time: 0.108, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.7291, loss: 1.7291, grad_norm: 5.2846 2021-06-16 22:42:50,162 - mmaction - INFO - Epoch [16][2340/3757] lr: 1.000e-02, eta: 1 day, 20:48:34, time: 1.205, data_time: 0.116, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8242, loss_cls: 1.6327, loss: 1.6327, grad_norm: 5.1354 2021-06-16 22:43:12,085 - mmaction - INFO - Epoch [16][2360/3757] lr: 1.000e-02, eta: 1 day, 20:48:02, time: 1.095, data_time: 0.004, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7992, loss_cls: 1.8285, loss: 1.8285, grad_norm: 5.3465 2021-06-16 22:43:35,289 - mmaction - INFO - Epoch [16][2380/3757] lr: 1.000e-02, eta: 1 day, 20:47:33, time: 1.158, data_time: 0.003, memory: 7080, top1_acc: 0.5711, top5_acc: 0.7953, loss_cls: 1.7735, loss: 1.7735, grad_norm: 5.3235 2021-06-16 22:43:58,172 - mmaction - INFO - Epoch [16][2400/3757] lr: 1.000e-02, eta: 1 day, 20:47:04, time: 1.148, data_time: 0.005, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8234, loss_cls: 1.6450, loss: 1.6450, grad_norm: 5.3008 2021-06-16 22:44:20,778 - mmaction - INFO - Epoch [16][2420/3757] lr: 1.000e-02, eta: 1 day, 20:46:33, time: 1.127, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8031, loss_cls: 1.7528, loss: 1.7528, grad_norm: 5.4179 2021-06-16 22:44:42,343 - mmaction - INFO - Epoch [16][2440/3757] lr: 1.000e-02, eta: 1 day, 20:46:01, time: 1.081, data_time: 0.005, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8039, loss_cls: 1.7205, loss: 1.7205, grad_norm: 5.2473 2021-06-16 22:45:05,822 - mmaction - INFO - Epoch [16][2460/3757] lr: 1.000e-02, eta: 1 day, 20:45:33, time: 1.173, data_time: 0.033, memory: 7080, top1_acc: 0.5656, top5_acc: 0.7859, loss_cls: 1.8216, loss: 1.8216, grad_norm: 5.2583 2021-06-16 22:45:27,894 - mmaction - INFO - Epoch [16][2480/3757] lr: 1.000e-02, eta: 1 day, 20:45:01, time: 1.106, data_time: 0.075, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8133, loss_cls: 1.7102, loss: 1.7102, grad_norm: 5.2664 2021-06-16 22:45:49,851 - mmaction - INFO - Epoch [16][2500/3757] lr: 1.000e-02, eta: 1 day, 20:44:30, time: 1.098, data_time: 0.057, memory: 7080, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.8288, loss: 1.8288, grad_norm: 5.6008 2021-06-16 22:46:12,374 - mmaction - INFO - Epoch [16][2520/3757] lr: 1.000e-02, eta: 1 day, 20:43:59, time: 1.126, data_time: 0.056, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8086, loss_cls: 1.7544, loss: 1.7544, grad_norm: 5.5627 2021-06-16 22:46:37,398 - mmaction - INFO - Epoch [16][2540/3757] lr: 1.000e-02, eta: 1 day, 20:43:34, time: 1.247, data_time: 0.213, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8008, loss_cls: 1.8160, loss: 1.8160, grad_norm: 5.3335 2021-06-16 22:46:57,823 - mmaction - INFO - Epoch [16][2560/3757] lr: 1.000e-02, eta: 1 day, 20:43:00, time: 1.024, data_time: 0.275, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8148, loss_cls: 1.6909, loss: 1.6909, grad_norm: 5.0966 2021-06-16 22:47:20,541 - mmaction - INFO - Epoch [16][2580/3757] lr: 1.000e-02, eta: 1 day, 20:42:30, time: 1.137, data_time: 0.003, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8297, loss_cls: 1.6853, loss: 1.6853, grad_norm: 5.1805 2021-06-16 22:47:43,588 - mmaction - INFO - Epoch [16][2600/3757] lr: 1.000e-02, eta: 1 day, 20:42:01, time: 1.152, data_time: 0.083, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8305, loss_cls: 1.6471, loss: 1.6471, grad_norm: 5.2331 2021-06-16 22:48:07,555 - mmaction - INFO - Epoch [16][2620/3757] lr: 1.000e-02, eta: 1 day, 20:41:33, time: 1.196, data_time: 0.105, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8102, loss_cls: 1.7151, loss: 1.7151, grad_norm: 5.1941 2021-06-16 22:48:30,549 - mmaction - INFO - Epoch [16][2640/3757] lr: 1.000e-02, eta: 1 day, 20:41:04, time: 1.151, data_time: 0.004, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8234, loss_cls: 1.7025, loss: 1.7025, grad_norm: 5.2702 2021-06-16 22:48:53,957 - mmaction - INFO - Epoch [16][2660/3757] lr: 1.000e-02, eta: 1 day, 20:40:36, time: 1.170, data_time: 0.003, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8016, loss_cls: 1.7414, loss: 1.7414, grad_norm: 5.1587 2021-06-16 22:49:15,907 - mmaction - INFO - Epoch [16][2680/3757] lr: 1.000e-02, eta: 1 day, 20:40:04, time: 1.099, data_time: 0.003, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8055, loss_cls: 1.7816, loss: 1.7816, grad_norm: 5.1836 2021-06-16 22:49:38,194 - mmaction - INFO - Epoch [16][2700/3757] lr: 1.000e-02, eta: 1 day, 20:39:33, time: 1.114, data_time: 0.004, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8109, loss_cls: 1.6936, loss: 1.6936, grad_norm: 5.1347 2021-06-16 22:50:01,945 - mmaction - INFO - Epoch [16][2720/3757] lr: 1.000e-02, eta: 1 day, 20:39:06, time: 1.188, data_time: 0.003, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8180, loss_cls: 1.6948, loss: 1.6948, grad_norm: 5.2790 2021-06-16 22:50:25,591 - mmaction - INFO - Epoch [16][2740/3757] lr: 1.000e-02, eta: 1 day, 20:38:38, time: 1.181, data_time: 0.010, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8148, loss_cls: 1.6889, loss: 1.6889, grad_norm: 5.2688 2021-06-16 22:50:47,523 - mmaction - INFO - Epoch [16][2760/3757] lr: 1.000e-02, eta: 1 day, 20:38:06, time: 1.097, data_time: 0.019, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8203, loss_cls: 1.7540, loss: 1.7540, grad_norm: 5.3042 2021-06-16 22:51:10,345 - mmaction - INFO - Epoch [16][2780/3757] lr: 1.000e-02, eta: 1 day, 20:37:37, time: 1.140, data_time: 0.052, memory: 7080, top1_acc: 0.5711, top5_acc: 0.7977, loss_cls: 1.7829, loss: 1.7829, grad_norm: 5.3416 2021-06-16 22:51:32,787 - mmaction - INFO - Epoch [16][2800/3757] lr: 1.000e-02, eta: 1 day, 20:37:06, time: 1.122, data_time: 0.120, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8141, loss_cls: 1.7827, loss: 1.7827, grad_norm: 5.3966 2021-06-16 22:51:55,549 - mmaction - INFO - Epoch [16][2820/3757] lr: 1.000e-02, eta: 1 day, 20:36:36, time: 1.135, data_time: 0.259, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8109, loss_cls: 1.7450, loss: 1.7450, grad_norm: 5.3303 2021-06-16 22:52:17,642 - mmaction - INFO - Epoch [16][2840/3757] lr: 1.000e-02, eta: 1 day, 20:36:05, time: 1.108, data_time: 0.171, memory: 7080, top1_acc: 0.5437, top5_acc: 0.7898, loss_cls: 1.8485, loss: 1.8485, grad_norm: 5.4426 2021-06-16 22:52:41,654 - mmaction - INFO - Epoch [16][2860/3757] lr: 1.000e-02, eta: 1 day, 20:35:38, time: 1.200, data_time: 0.002, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8211, loss_cls: 1.7111, loss: 1.7111, grad_norm: 5.3988 2021-06-16 22:53:03,837 - mmaction - INFO - Epoch [16][2880/3757] lr: 1.000e-02, eta: 1 day, 20:35:07, time: 1.109, data_time: 0.002, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7937, loss_cls: 1.8474, loss: 1.8474, grad_norm: 5.5781 2021-06-16 22:53:26,053 - mmaction - INFO - Epoch [16][2900/3757] lr: 1.000e-02, eta: 1 day, 20:34:36, time: 1.112, data_time: 0.171, memory: 7080, top1_acc: 0.5516, top5_acc: 0.7898, loss_cls: 1.8658, loss: 1.8658, grad_norm: 5.4005 2021-06-16 22:53:50,568 - mmaction - INFO - Epoch [16][2920/3757] lr: 1.000e-02, eta: 1 day, 20:34:10, time: 1.224, data_time: 0.064, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8164, loss_cls: 1.7326, loss: 1.7326, grad_norm: 5.2005 2021-06-16 22:54:12,915 - mmaction - INFO - Epoch [16][2940/3757] lr: 1.000e-02, eta: 1 day, 20:33:40, time: 1.117, data_time: 0.004, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8102, loss_cls: 1.7225, loss: 1.7225, grad_norm: 5.2126 2021-06-16 22:54:35,011 - mmaction - INFO - Epoch [16][2960/3757] lr: 1.000e-02, eta: 1 day, 20:33:09, time: 1.107, data_time: 0.113, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8078, loss_cls: 1.7193, loss: 1.7193, grad_norm: 5.2102 2021-06-16 22:54:58,074 - mmaction - INFO - Epoch [16][2980/3757] lr: 1.000e-02, eta: 1 day, 20:32:40, time: 1.153, data_time: 0.225, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8187, loss_cls: 1.7455, loss: 1.7455, grad_norm: 5.2186 2021-06-16 22:55:20,306 - mmaction - INFO - Epoch [16][3000/3757] lr: 1.000e-02, eta: 1 day, 20:32:09, time: 1.112, data_time: 0.103, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8039, loss_cls: 1.7840, loss: 1.7840, grad_norm: 5.2491 2021-06-16 22:55:42,854 - mmaction - INFO - Epoch [16][3020/3757] lr: 1.000e-02, eta: 1 day, 20:31:39, time: 1.123, data_time: 0.269, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8172, loss_cls: 1.6871, loss: 1.6871, grad_norm: 5.0581 2021-06-16 22:56:05,074 - mmaction - INFO - Epoch [16][3040/3757] lr: 1.000e-02, eta: 1 day, 20:31:08, time: 1.113, data_time: 0.176, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8109, loss_cls: 1.7280, loss: 1.7280, grad_norm: 5.3260 2021-06-16 22:56:28,171 - mmaction - INFO - Epoch [16][3060/3757] lr: 1.000e-02, eta: 1 day, 20:30:39, time: 1.154, data_time: 0.328, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8234, loss_cls: 1.7180, loss: 1.7180, grad_norm: 5.4690 2021-06-16 22:56:51,173 - mmaction - INFO - Epoch [16][3080/3757] lr: 1.000e-02, eta: 1 day, 20:30:10, time: 1.153, data_time: 0.433, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8109, loss_cls: 1.7447, loss: 1.7447, grad_norm: 5.3864 2021-06-16 22:57:14,245 - mmaction - INFO - Epoch [16][3100/3757] lr: 1.000e-02, eta: 1 day, 20:29:41, time: 1.153, data_time: 0.124, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8227, loss_cls: 1.6649, loss: 1.6649, grad_norm: 5.1169 2021-06-16 22:57:37,512 - mmaction - INFO - Epoch [16][3120/3757] lr: 1.000e-02, eta: 1 day, 20:29:12, time: 1.165, data_time: 0.153, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8227, loss_cls: 1.6678, loss: 1.6678, grad_norm: 5.2411 2021-06-16 22:57:59,404 - mmaction - INFO - Epoch [16][3140/3757] lr: 1.000e-02, eta: 1 day, 20:28:41, time: 1.094, data_time: 0.032, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8234, loss_cls: 1.6926, loss: 1.6926, grad_norm: 5.3198 2021-06-16 22:58:21,698 - mmaction - INFO - Epoch [16][3160/3757] lr: 1.000e-02, eta: 1 day, 20:28:10, time: 1.115, data_time: 0.453, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8133, loss_cls: 1.7545, loss: 1.7545, grad_norm: 5.4643 2021-06-16 22:58:44,267 - mmaction - INFO - Epoch [16][3180/3757] lr: 1.000e-02, eta: 1 day, 20:27:40, time: 1.128, data_time: 0.133, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8133, loss_cls: 1.7278, loss: 1.7278, grad_norm: 5.1617 2021-06-16 22:59:06,799 - mmaction - INFO - Epoch [16][3200/3757] lr: 1.000e-02, eta: 1 day, 20:27:10, time: 1.127, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8398, loss_cls: 1.6447, loss: 1.6447, grad_norm: 5.3764 2021-06-16 22:59:29,537 - mmaction - INFO - Epoch [16][3220/3757] lr: 1.000e-02, eta: 1 day, 20:26:40, time: 1.137, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8133, loss_cls: 1.6807, loss: 1.6807, grad_norm: 5.1409 2021-06-16 22:59:52,323 - mmaction - INFO - Epoch [16][3240/3757] lr: 1.000e-02, eta: 1 day, 20:26:10, time: 1.138, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8117, loss_cls: 1.7198, loss: 1.7198, grad_norm: 5.1878 2021-06-16 23:00:15,470 - mmaction - INFO - Epoch [16][3260/3757] lr: 1.000e-02, eta: 1 day, 20:25:41, time: 1.157, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8133, loss_cls: 1.7708, loss: 1.7708, grad_norm: 5.4761 2021-06-16 23:00:37,870 - mmaction - INFO - Epoch [16][3280/3757] lr: 1.000e-02, eta: 1 day, 20:25:11, time: 1.120, data_time: 0.010, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8117, loss_cls: 1.7611, loss: 1.7611, grad_norm: 5.2582 2021-06-16 23:00:59,766 - mmaction - INFO - Epoch [16][3300/3757] lr: 1.000e-02, eta: 1 day, 20:24:40, time: 1.096, data_time: 0.003, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8187, loss_cls: 1.7193, loss: 1.7193, grad_norm: 5.4189 2021-06-16 23:01:22,763 - mmaction - INFO - Epoch [16][3320/3757] lr: 1.000e-02, eta: 1 day, 20:24:10, time: 1.148, data_time: 0.095, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8187, loss_cls: 1.7600, loss: 1.7600, grad_norm: 5.3550 2021-06-16 23:01:45,322 - mmaction - INFO - Epoch [16][3340/3757] lr: 1.000e-02, eta: 1 day, 20:23:40, time: 1.129, data_time: 0.069, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8148, loss_cls: 1.7028, loss: 1.7028, grad_norm: 5.3311 2021-06-16 23:02:07,924 - mmaction - INFO - Epoch [16][3360/3757] lr: 1.000e-02, eta: 1 day, 20:23:10, time: 1.132, data_time: 0.004, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8180, loss_cls: 1.6881, loss: 1.6881, grad_norm: 5.3670 2021-06-16 23:02:31,858 - mmaction - INFO - Epoch [16][3380/3757] lr: 1.000e-02, eta: 1 day, 20:22:43, time: 1.196, data_time: 0.003, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8063, loss_cls: 1.7299, loss: 1.7299, grad_norm: 5.0368 2021-06-16 23:02:54,653 - mmaction - INFO - Epoch [16][3400/3757] lr: 1.000e-02, eta: 1 day, 20:22:14, time: 1.139, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8273, loss_cls: 1.6608, loss: 1.6608, grad_norm: 5.2042 2021-06-16 23:03:16,630 - mmaction - INFO - Epoch [16][3420/3757] lr: 1.000e-02, eta: 1 day, 20:21:43, time: 1.099, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8164, loss_cls: 1.7189, loss: 1.7189, grad_norm: 5.2529 2021-06-16 23:03:40,511 - mmaction - INFO - Epoch [16][3440/3757] lr: 1.000e-02, eta: 1 day, 20:21:15, time: 1.194, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8031, loss_cls: 1.7985, loss: 1.7985, grad_norm: 5.5004 2021-06-16 23:04:04,635 - mmaction - INFO - Epoch [16][3460/3757] lr: 1.000e-02, eta: 1 day, 20:20:48, time: 1.201, data_time: 0.027, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8109, loss_cls: 1.7021, loss: 1.7021, grad_norm: 5.3507 2021-06-16 23:04:26,522 - mmaction - INFO - Epoch [16][3480/3757] lr: 1.000e-02, eta: 1 day, 20:20:17, time: 1.100, data_time: 0.136, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8180, loss_cls: 1.6503, loss: 1.6503, grad_norm: 5.0972 2021-06-16 23:04:49,228 - mmaction - INFO - Epoch [16][3500/3757] lr: 1.000e-02, eta: 1 day, 20:19:47, time: 1.131, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.7930, loss_cls: 1.8207, loss: 1.8207, grad_norm: 5.3822 2021-06-16 23:05:11,017 - mmaction - INFO - Epoch [16][3520/3757] lr: 1.000e-02, eta: 1 day, 20:19:16, time: 1.093, data_time: 0.170, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8086, loss_cls: 1.7188, loss: 1.7188, grad_norm: 5.2561 2021-06-16 23:05:34,058 - mmaction - INFO - Epoch [16][3540/3757] lr: 1.000e-02, eta: 1 day, 20:18:47, time: 1.151, data_time: 0.393, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8187, loss_cls: 1.7166, loss: 1.7166, grad_norm: 5.1976 2021-06-16 23:05:57,174 - mmaction - INFO - Epoch [16][3560/3757] lr: 1.000e-02, eta: 1 day, 20:18:18, time: 1.157, data_time: 0.188, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8148, loss_cls: 1.7639, loss: 1.7639, grad_norm: 5.4144 2021-06-16 23:06:20,291 - mmaction - INFO - Epoch [16][3580/3757] lr: 1.000e-02, eta: 1 day, 20:17:49, time: 1.156, data_time: 0.004, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8109, loss_cls: 1.7322, loss: 1.7322, grad_norm: 5.3139 2021-06-16 23:06:44,238 - mmaction - INFO - Epoch [16][3600/3757] lr: 1.000e-02, eta: 1 day, 20:17:22, time: 1.197, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.6967, loss: 1.6967, grad_norm: 5.3713 2021-06-16 23:07:06,068 - mmaction - INFO - Epoch [16][3620/3757] lr: 1.000e-02, eta: 1 day, 20:16:51, time: 1.092, data_time: 0.001, memory: 7080, top1_acc: 0.5594, top5_acc: 0.7992, loss_cls: 1.8213, loss: 1.8213, grad_norm: 5.4465 2021-06-16 23:07:28,654 - mmaction - INFO - Epoch [16][3640/3757] lr: 1.000e-02, eta: 1 day, 20:16:21, time: 1.129, data_time: 0.002, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8070, loss_cls: 1.8441, loss: 1.8441, grad_norm: 5.4607 2021-06-16 23:07:50,900 - mmaction - INFO - Epoch [16][3660/3757] lr: 1.000e-02, eta: 1 day, 20:15:50, time: 1.112, data_time: 0.003, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8094, loss_cls: 1.7882, loss: 1.7882, grad_norm: 5.2263 2021-06-16 23:08:14,026 - mmaction - INFO - Epoch [16][3680/3757] lr: 1.000e-02, eta: 1 day, 20:15:21, time: 1.157, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8141, loss_cls: 1.7376, loss: 1.7376, grad_norm: 5.3947 2021-06-16 23:08:35,253 - mmaction - INFO - Epoch [16][3700/3757] lr: 1.000e-02, eta: 1 day, 20:14:48, time: 1.060, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8047, loss_cls: 1.7573, loss: 1.7573, grad_norm: 5.3269 2021-06-16 23:08:57,452 - mmaction - INFO - Epoch [16][3720/3757] lr: 1.000e-02, eta: 1 day, 20:14:18, time: 1.111, data_time: 0.016, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8258, loss_cls: 1.6910, loss: 1.6910, grad_norm: 5.2219 2021-06-16 23:09:19,885 - mmaction - INFO - Epoch [16][3740/3757] lr: 1.000e-02, eta: 1 day, 20:13:47, time: 1.121, data_time: 0.004, memory: 7080, top1_acc: 0.5641, top5_acc: 0.8023, loss_cls: 1.7872, loss: 1.7872, grad_norm: 5.2492 2021-06-16 23:09:42,841 - mmaction - INFO - Saving checkpoint at 16 epochs 2021-06-16 23:17:06,669 - mmaction - INFO - Epoch [17][20/3757] lr: 1.000e-02, eta: 1 day, 20:27:04, time: 22.140, data_time: 21.106, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8414, loss_cls: 1.5800, loss: 1.5800, grad_norm: 5.1969 2021-06-16 23:17:29,714 - mmaction - INFO - Epoch [17][40/3757] lr: 1.000e-02, eta: 1 day, 20:26:35, time: 1.157, data_time: 0.013, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8219, loss_cls: 1.7336, loss: 1.7336, grad_norm: 5.4845 2021-06-16 23:17:51,313 - mmaction - INFO - Epoch [17][60/3757] lr: 1.000e-02, eta: 1 day, 20:26:02, time: 1.080, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8242, loss_cls: 1.6787, loss: 1.6787, grad_norm: 5.4615 2021-06-16 23:18:14,209 - mmaction - INFO - Epoch [17][80/3757] lr: 1.000e-02, eta: 1 day, 20:25:33, time: 1.145, data_time: 0.039, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8398, loss_cls: 1.5880, loss: 1.5880, grad_norm: 5.3111 2021-06-16 23:18:36,173 - mmaction - INFO - Epoch [17][100/3757] lr: 1.000e-02, eta: 1 day, 20:25:01, time: 1.097, data_time: 0.212, memory: 7080, top1_acc: 0.5617, top5_acc: 0.7836, loss_cls: 1.8266, loss: 1.8266, grad_norm: 5.2753 2021-06-16 23:18:58,900 - mmaction - INFO - Epoch [17][120/3757] lr: 1.000e-02, eta: 1 day, 20:24:31, time: 1.134, data_time: 0.159, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8148, loss_cls: 1.6860, loss: 1.6860, grad_norm: 5.2363 2021-06-16 23:19:21,015 - mmaction - INFO - Epoch [17][140/3757] lr: 1.000e-02, eta: 1 day, 20:24:00, time: 1.109, data_time: 0.104, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8242, loss_cls: 1.7257, loss: 1.7257, grad_norm: 5.4620 2021-06-16 23:19:44,807 - mmaction - INFO - Epoch [17][160/3757] lr: 1.000e-02, eta: 1 day, 20:23:32, time: 1.188, data_time: 0.037, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8172, loss_cls: 1.6956, loss: 1.6956, grad_norm: 5.3599 2021-06-16 23:20:07,181 - mmaction - INFO - Epoch [17][180/3757] lr: 1.000e-02, eta: 1 day, 20:23:01, time: 1.119, data_time: 0.003, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8375, loss_cls: 1.6126, loss: 1.6126, grad_norm: 5.2608 2021-06-16 23:20:31,401 - mmaction - INFO - Epoch [17][200/3757] lr: 1.000e-02, eta: 1 day, 20:22:35, time: 1.212, data_time: 0.104, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8313, loss_cls: 1.6138, loss: 1.6138, grad_norm: 5.1581 2021-06-16 23:20:53,968 - mmaction - INFO - Epoch [17][220/3757] lr: 1.000e-02, eta: 1 day, 20:22:04, time: 1.127, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8195, loss_cls: 1.6563, loss: 1.6563, grad_norm: 5.2453 2021-06-16 23:21:17,761 - mmaction - INFO - Epoch [17][240/3757] lr: 1.000e-02, eta: 1 day, 20:21:37, time: 1.191, data_time: 0.003, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8164, loss_cls: 1.7259, loss: 1.7259, grad_norm: 5.5149 2021-06-16 23:21:41,030 - mmaction - INFO - Epoch [17][260/3757] lr: 1.000e-02, eta: 1 day, 20:21:08, time: 1.161, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8281, loss_cls: 1.6504, loss: 1.6504, grad_norm: 5.4196 2021-06-16 23:22:03,105 - mmaction - INFO - Epoch [17][280/3757] lr: 1.000e-02, eta: 1 day, 20:20:36, time: 1.105, data_time: 0.004, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8055, loss_cls: 1.7375, loss: 1.7375, grad_norm: 5.3337 2021-06-16 23:22:25,717 - mmaction - INFO - Epoch [17][300/3757] lr: 1.000e-02, eta: 1 day, 20:20:06, time: 1.130, data_time: 0.003, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8367, loss_cls: 1.6739, loss: 1.6739, grad_norm: 5.1726 2021-06-16 23:22:48,695 - mmaction - INFO - Epoch [17][320/3757] lr: 1.000e-02, eta: 1 day, 20:19:37, time: 1.147, data_time: 0.002, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8281, loss_cls: 1.6244, loss: 1.6244, grad_norm: 5.2675 2021-06-16 23:23:11,667 - mmaction - INFO - Epoch [17][340/3757] lr: 1.000e-02, eta: 1 day, 20:19:07, time: 1.150, data_time: 0.003, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8297, loss_cls: 1.6340, loss: 1.6340, grad_norm: 5.2123 2021-06-16 23:23:33,626 - mmaction - INFO - Epoch [17][360/3757] lr: 1.000e-02, eta: 1 day, 20:18:36, time: 1.098, data_time: 0.001, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8281, loss_cls: 1.5973, loss: 1.5973, grad_norm: 5.2238 2021-06-16 23:23:57,675 - mmaction - INFO - Epoch [17][380/3757] lr: 1.000e-02, eta: 1 day, 20:18:09, time: 1.202, data_time: 0.096, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8383, loss_cls: 1.6175, loss: 1.6175, grad_norm: 5.3450 2021-06-16 23:24:20,709 - mmaction - INFO - Epoch [17][400/3757] lr: 1.000e-02, eta: 1 day, 20:17:39, time: 1.153, data_time: 0.175, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8273, loss_cls: 1.5480, loss: 1.5480, grad_norm: 5.2615 2021-06-16 23:24:44,035 - mmaction - INFO - Epoch [17][420/3757] lr: 1.000e-02, eta: 1 day, 20:17:11, time: 1.166, data_time: 0.061, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8305, loss_cls: 1.6836, loss: 1.6836, grad_norm: 5.5354 2021-06-16 23:25:05,944 - mmaction - INFO - Epoch [17][440/3757] lr: 1.000e-02, eta: 1 day, 20:16:39, time: 1.094, data_time: 0.099, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8250, loss_cls: 1.6864, loss: 1.6864, grad_norm: 5.3272 2021-06-16 23:25:28,632 - mmaction - INFO - Epoch [17][460/3757] lr: 1.000e-02, eta: 1 day, 20:16:09, time: 1.135, data_time: 0.088, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8164, loss_cls: 1.6740, loss: 1.6740, grad_norm: 5.2899 2021-06-16 23:25:51,945 - mmaction - INFO - Epoch [17][480/3757] lr: 1.000e-02, eta: 1 day, 20:15:40, time: 1.166, data_time: 0.019, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8336, loss_cls: 1.6231, loss: 1.6231, grad_norm: 5.3864 2021-06-16 23:26:14,102 - mmaction - INFO - Epoch [17][500/3757] lr: 1.000e-02, eta: 1 day, 20:15:09, time: 1.107, data_time: 0.007, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8172, loss_cls: 1.6422, loss: 1.6422, grad_norm: 5.1639 2021-06-16 23:26:36,879 - mmaction - INFO - Epoch [17][520/3757] lr: 1.000e-02, eta: 1 day, 20:14:39, time: 1.139, data_time: 0.008, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8125, loss_cls: 1.6859, loss: 1.6859, grad_norm: 5.4331 2021-06-16 23:26:59,312 - mmaction - INFO - Epoch [17][540/3757] lr: 1.000e-02, eta: 1 day, 20:14:09, time: 1.122, data_time: 0.152, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8148, loss_cls: 1.6947, loss: 1.6947, grad_norm: 5.4386 2021-06-16 23:27:23,219 - mmaction - INFO - Epoch [17][560/3757] lr: 1.000e-02, eta: 1 day, 20:13:42, time: 1.196, data_time: 0.194, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8211, loss_cls: 1.6875, loss: 1.6875, grad_norm: 5.1692 2021-06-16 23:27:45,352 - mmaction - INFO - Epoch [17][580/3757] lr: 1.000e-02, eta: 1 day, 20:13:10, time: 1.107, data_time: 0.148, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8172, loss_cls: 1.7008, loss: 1.7008, grad_norm: 5.4045 2021-06-16 23:28:07,888 - mmaction - INFO - Epoch [17][600/3757] lr: 1.000e-02, eta: 1 day, 20:12:40, time: 1.126, data_time: 0.115, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8297, loss_cls: 1.6816, loss: 1.6816, grad_norm: 5.5517 2021-06-16 23:28:31,337 - mmaction - INFO - Epoch [17][620/3757] lr: 1.000e-02, eta: 1 day, 20:12:12, time: 1.171, data_time: 0.168, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8109, loss_cls: 1.7493, loss: 1.7493, grad_norm: 5.4227 2021-06-16 23:28:54,409 - mmaction - INFO - Epoch [17][640/3757] lr: 1.000e-02, eta: 1 day, 20:11:43, time: 1.155, data_time: 0.046, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8078, loss_cls: 1.7402, loss: 1.7402, grad_norm: 5.5677 2021-06-16 23:29:18,008 - mmaction - INFO - Epoch [17][660/3757] lr: 1.000e-02, eta: 1 day, 20:11:15, time: 1.179, data_time: 0.066, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.6965, loss: 1.6965, grad_norm: 5.3545 2021-06-16 23:29:40,031 - mmaction - INFO - Epoch [17][680/3757] lr: 1.000e-02, eta: 1 day, 20:10:43, time: 1.102, data_time: 0.028, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8156, loss_cls: 1.7237, loss: 1.7237, grad_norm: 5.3351 2021-06-16 23:30:03,081 - mmaction - INFO - Epoch [17][700/3757] lr: 1.000e-02, eta: 1 day, 20:10:14, time: 1.152, data_time: 0.083, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8289, loss_cls: 1.6445, loss: 1.6445, grad_norm: 5.3031 2021-06-16 23:30:26,785 - mmaction - INFO - Epoch [17][720/3757] lr: 1.000e-02, eta: 1 day, 20:09:46, time: 1.186, data_time: 0.173, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8117, loss_cls: 1.7190, loss: 1.7190, grad_norm: 5.3916 2021-06-16 23:30:49,543 - mmaction - INFO - Epoch [17][740/3757] lr: 1.000e-02, eta: 1 day, 20:09:16, time: 1.138, data_time: 0.068, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8242, loss_cls: 1.6303, loss: 1.6303, grad_norm: 5.3295 2021-06-16 23:31:12,523 - mmaction - INFO - Epoch [17][760/3757] lr: 1.000e-02, eta: 1 day, 20:08:47, time: 1.149, data_time: 0.025, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8133, loss_cls: 1.6762, loss: 1.6762, grad_norm: 5.4952 2021-06-16 23:31:35,817 - mmaction - INFO - Epoch [17][780/3757] lr: 1.000e-02, eta: 1 day, 20:08:18, time: 1.164, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.7445, loss: 1.7445, grad_norm: 5.3803 2021-06-16 23:31:59,787 - mmaction - INFO - Epoch [17][800/3757] lr: 1.000e-02, eta: 1 day, 20:07:51, time: 1.199, data_time: 0.002, memory: 7080, top1_acc: 0.5742, top5_acc: 0.7984, loss_cls: 1.7343, loss: 1.7343, grad_norm: 5.1884 2021-06-16 23:32:21,012 - mmaction - INFO - Epoch [17][820/3757] lr: 1.000e-02, eta: 1 day, 20:07:18, time: 1.061, data_time: 0.001, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8266, loss_cls: 1.5741, loss: 1.5741, grad_norm: 5.1368 2021-06-16 23:32:43,857 - mmaction - INFO - Epoch [17][840/3757] lr: 1.000e-02, eta: 1 day, 20:06:49, time: 1.142, data_time: 0.001, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8250, loss_cls: 1.6697, loss: 1.6697, grad_norm: 5.3718 2021-06-16 23:33:05,625 - mmaction - INFO - Epoch [17][860/3757] lr: 1.000e-02, eta: 1 day, 20:06:17, time: 1.088, data_time: 0.012, memory: 7080, top1_acc: 0.5797, top5_acc: 0.7898, loss_cls: 1.7612, loss: 1.7612, grad_norm: 5.2660 2021-06-16 23:33:27,839 - mmaction - INFO - Epoch [17][880/3757] lr: 1.000e-02, eta: 1 day, 20:05:46, time: 1.111, data_time: 0.060, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8531, loss_cls: 1.5623, loss: 1.5623, grad_norm: 5.2437 2021-06-16 23:33:50,250 - mmaction - INFO - Epoch [17][900/3757] lr: 1.000e-02, eta: 1 day, 20:05:16, time: 1.121, data_time: 0.144, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8180, loss_cls: 1.7104, loss: 1.7104, grad_norm: 5.3568 2021-06-16 23:34:13,780 - mmaction - INFO - Epoch [17][920/3757] lr: 1.000e-02, eta: 1 day, 20:04:47, time: 1.176, data_time: 0.114, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8156, loss_cls: 1.6422, loss: 1.6422, grad_norm: 5.2241 2021-06-16 23:34:35,562 - mmaction - INFO - Epoch [17][940/3757] lr: 1.000e-02, eta: 1 day, 20:04:16, time: 1.089, data_time: 0.010, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8375, loss_cls: 1.6081, loss: 1.6081, grad_norm: 5.3027 2021-06-16 23:34:58,180 - mmaction - INFO - Epoch [17][960/3757] lr: 1.000e-02, eta: 1 day, 20:03:46, time: 1.130, data_time: 0.005, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8211, loss_cls: 1.7157, loss: 1.7157, grad_norm: 5.2917 2021-06-16 23:35:22,128 - mmaction - INFO - Epoch [17][980/3757] lr: 1.000e-02, eta: 1 day, 20:03:18, time: 1.198, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8367, loss_cls: 1.6084, loss: 1.6084, grad_norm: 5.2495 2021-06-16 23:35:43,974 - mmaction - INFO - Epoch [17][1000/3757] lr: 1.000e-02, eta: 1 day, 20:02:47, time: 1.089, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8063, loss_cls: 1.7153, loss: 1.7153, grad_norm: 5.2898 2021-06-16 23:36:06,142 - mmaction - INFO - Epoch [17][1020/3757] lr: 1.000e-02, eta: 1 day, 20:02:16, time: 1.111, data_time: 0.006, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8180, loss_cls: 1.7192, loss: 1.7192, grad_norm: 5.3162 2021-06-16 23:36:27,905 - mmaction - INFO - Epoch [17][1040/3757] lr: 1.000e-02, eta: 1 day, 20:01:44, time: 1.086, data_time: 0.156, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8352, loss_cls: 1.6207, loss: 1.6207, grad_norm: 5.3120 2021-06-16 23:36:50,982 - mmaction - INFO - Epoch [17][1060/3757] lr: 1.000e-02, eta: 1 day, 20:01:15, time: 1.155, data_time: 0.012, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8211, loss_cls: 1.7360, loss: 1.7360, grad_norm: 5.3550 2021-06-16 23:37:13,872 - mmaction - INFO - Epoch [17][1080/3757] lr: 1.000e-02, eta: 1 day, 20:00:46, time: 1.145, data_time: 0.004, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8289, loss_cls: 1.6358, loss: 1.6358, grad_norm: 5.0928 2021-06-16 23:37:37,181 - mmaction - INFO - Epoch [17][1100/3757] lr: 1.000e-02, eta: 1 day, 20:00:17, time: 1.166, data_time: 0.001, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8227, loss_cls: 1.6575, loss: 1.6575, grad_norm: 5.3692 2021-06-16 23:38:00,326 - mmaction - INFO - Epoch [17][1120/3757] lr: 1.000e-02, eta: 1 day, 19:59:48, time: 1.157, data_time: 0.001, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8023, loss_cls: 1.7847, loss: 1.7847, grad_norm: 5.5405 2021-06-16 23:38:23,737 - mmaction - INFO - Epoch [17][1140/3757] lr: 1.000e-02, eta: 1 day, 19:59:19, time: 1.162, data_time: 0.001, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8289, loss_cls: 1.6517, loss: 1.6517, grad_norm: 5.2660 2021-06-16 23:38:47,332 - mmaction - INFO - Epoch [17][1160/3757] lr: 1.000e-02, eta: 1 day, 19:58:52, time: 1.188, data_time: 0.010, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8320, loss_cls: 1.6166, loss: 1.6166, grad_norm: 5.1907 2021-06-16 23:39:09,119 - mmaction - INFO - Epoch [17][1180/3757] lr: 1.000e-02, eta: 1 day, 19:58:20, time: 1.089, data_time: 0.001, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8344, loss_cls: 1.5908, loss: 1.5908, grad_norm: 5.2552 2021-06-16 23:39:32,970 - mmaction - INFO - Epoch [17][1200/3757] lr: 1.000e-02, eta: 1 day, 19:57:53, time: 1.190, data_time: 0.002, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8211, loss_cls: 1.7538, loss: 1.7538, grad_norm: 5.5078 2021-06-16 23:39:54,932 - mmaction - INFO - Epoch [17][1220/3757] lr: 1.000e-02, eta: 1 day, 19:57:21, time: 1.101, data_time: 0.016, memory: 7080, top1_acc: 0.5531, top5_acc: 0.7945, loss_cls: 1.8280, loss: 1.8280, grad_norm: 5.5802 2021-06-16 23:40:17,754 - mmaction - INFO - Epoch [17][1240/3757] lr: 1.000e-02, eta: 1 day, 19:56:52, time: 1.142, data_time: 0.412, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8172, loss_cls: 1.6966, loss: 1.6966, grad_norm: 5.3411 2021-06-16 23:40:40,166 - mmaction - INFO - Epoch [17][1260/3757] lr: 1.000e-02, eta: 1 day, 19:56:21, time: 1.119, data_time: 0.173, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8320, loss_cls: 1.6573, loss: 1.6573, grad_norm: 5.4369 2021-06-16 23:41:03,017 - mmaction - INFO - Epoch [17][1280/3757] lr: 1.000e-02, eta: 1 day, 19:55:52, time: 1.143, data_time: 0.195, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8187, loss_cls: 1.6626, loss: 1.6626, grad_norm: 5.3968 2021-06-16 23:41:25,631 - mmaction - INFO - Epoch [17][1300/3757] lr: 1.000e-02, eta: 1 day, 19:55:22, time: 1.128, data_time: 0.236, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8227, loss_cls: 1.6974, loss: 1.6974, grad_norm: 5.2131 2021-06-16 23:41:49,143 - mmaction - INFO - Epoch [17][1320/3757] lr: 1.000e-02, eta: 1 day, 19:54:54, time: 1.178, data_time: 0.113, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8352, loss_cls: 1.6770, loss: 1.6770, grad_norm: 5.2542 2021-06-16 23:42:11,364 - mmaction - INFO - Epoch [17][1340/3757] lr: 1.000e-02, eta: 1 day, 19:54:23, time: 1.112, data_time: 0.157, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8266, loss_cls: 1.6692, loss: 1.6692, grad_norm: 5.4884 2021-06-16 23:42:35,766 - mmaction - INFO - Epoch [17][1360/3757] lr: 1.000e-02, eta: 1 day, 19:53:57, time: 1.219, data_time: 0.050, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8047, loss_cls: 1.7509, loss: 1.7509, grad_norm: 5.4138 2021-06-16 23:42:56,923 - mmaction - INFO - Epoch [17][1380/3757] lr: 1.000e-02, eta: 1 day, 19:53:24, time: 1.058, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8242, loss_cls: 1.6344, loss: 1.6344, grad_norm: 5.1414 2021-06-16 23:43:20,462 - mmaction - INFO - Epoch [17][1400/3757] lr: 1.000e-02, eta: 1 day, 19:52:56, time: 1.177, data_time: 0.099, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8148, loss_cls: 1.6775, loss: 1.6775, grad_norm: 5.2906 2021-06-16 23:43:42,701 - mmaction - INFO - Epoch [17][1420/3757] lr: 1.000e-02, eta: 1 day, 19:52:25, time: 1.111, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8195, loss_cls: 1.6972, loss: 1.6972, grad_norm: 5.3435 2021-06-16 23:44:05,838 - mmaction - INFO - Epoch [17][1440/3757] lr: 1.000e-02, eta: 1 day, 19:51:56, time: 1.157, data_time: 0.004, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8234, loss_cls: 1.6661, loss: 1.6661, grad_norm: 5.4726 2021-06-16 23:44:27,824 - mmaction - INFO - Epoch [17][1460/3757] lr: 1.000e-02, eta: 1 day, 19:51:25, time: 1.098, data_time: 0.014, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8156, loss_cls: 1.6761, loss: 1.6761, grad_norm: 5.3672 2021-06-16 23:44:51,780 - mmaction - INFO - Epoch [17][1480/3757] lr: 1.000e-02, eta: 1 day, 19:50:58, time: 1.199, data_time: 0.191, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8211, loss_cls: 1.6510, loss: 1.6510, grad_norm: 5.3132 2021-06-16 23:45:14,529 - mmaction - INFO - Epoch [17][1500/3757] lr: 1.000e-02, eta: 1 day, 19:50:28, time: 1.137, data_time: 0.071, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8242, loss_cls: 1.6551, loss: 1.6551, grad_norm: 5.3372 2021-06-16 23:45:36,895 - mmaction - INFO - Epoch [17][1520/3757] lr: 1.000e-02, eta: 1 day, 19:49:58, time: 1.119, data_time: 0.021, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8289, loss_cls: 1.6600, loss: 1.6600, grad_norm: 5.1773 2021-06-16 23:45:59,519 - mmaction - INFO - Epoch [17][1540/3757] lr: 1.000e-02, eta: 1 day, 19:49:28, time: 1.131, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8164, loss_cls: 1.6930, loss: 1.6930, grad_norm: 5.2464 2021-06-16 23:46:21,683 - mmaction - INFO - Epoch [17][1560/3757] lr: 1.000e-02, eta: 1 day, 19:48:57, time: 1.107, data_time: 0.005, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8266, loss_cls: 1.6536, loss: 1.6536, grad_norm: 5.2150 2021-06-16 23:46:44,692 - mmaction - INFO - Epoch [17][1580/3757] lr: 1.000e-02, eta: 1 day, 19:48:28, time: 1.152, data_time: 0.070, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8203, loss_cls: 1.7060, loss: 1.7060, grad_norm: 5.3515 2021-06-16 23:47:07,416 - mmaction - INFO - Epoch [17][1600/3757] lr: 1.000e-02, eta: 1 day, 19:47:59, time: 1.136, data_time: 0.002, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8250, loss_cls: 1.6741, loss: 1.6741, grad_norm: 5.1817 2021-06-16 23:47:29,666 - mmaction - INFO - Epoch [17][1620/3757] lr: 1.000e-02, eta: 1 day, 19:47:28, time: 1.111, data_time: 0.104, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8242, loss_cls: 1.7038, loss: 1.7038, grad_norm: 5.2660 2021-06-16 23:47:52,249 - mmaction - INFO - Epoch [17][1640/3757] lr: 1.000e-02, eta: 1 day, 19:46:58, time: 1.130, data_time: 0.254, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8289, loss_cls: 1.6740, loss: 1.6740, grad_norm: 5.2488 2021-06-16 23:48:16,674 - mmaction - INFO - Epoch [17][1660/3757] lr: 1.000e-02, eta: 1 day, 19:46:32, time: 1.221, data_time: 0.093, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8094, loss_cls: 1.7545, loss: 1.7545, grad_norm: 5.3859 2021-06-16 23:48:39,921 - mmaction - INFO - Epoch [17][1680/3757] lr: 1.000e-02, eta: 1 day, 19:46:03, time: 1.162, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8156, loss_cls: 1.6742, loss: 1.6742, grad_norm: 5.4220 2021-06-16 23:49:01,642 - mmaction - INFO - Epoch [17][1700/3757] lr: 1.000e-02, eta: 1 day, 19:45:32, time: 1.085, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8109, loss_cls: 1.7142, loss: 1.7142, grad_norm: 5.4295 2021-06-16 23:49:24,450 - mmaction - INFO - Epoch [17][1720/3757] lr: 1.000e-02, eta: 1 day, 19:45:02, time: 1.141, data_time: 0.174, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8117, loss_cls: 1.7136, loss: 1.7136, grad_norm: 5.2598 2021-06-16 23:49:47,440 - mmaction - INFO - Epoch [17][1740/3757] lr: 1.000e-02, eta: 1 day, 19:44:33, time: 1.151, data_time: 0.239, memory: 7080, top1_acc: 0.5586, top5_acc: 0.7984, loss_cls: 1.8265, loss: 1.8265, grad_norm: 5.6198 2021-06-16 23:50:09,768 - mmaction - INFO - Epoch [17][1760/3757] lr: 1.000e-02, eta: 1 day, 19:44:03, time: 1.116, data_time: 0.017, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8031, loss_cls: 1.7724, loss: 1.7724, grad_norm: 5.3895 2021-06-16 23:50:32,845 - mmaction - INFO - Epoch [17][1780/3757] lr: 1.000e-02, eta: 1 day, 19:43:34, time: 1.155, data_time: 0.002, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8070, loss_cls: 1.7644, loss: 1.7644, grad_norm: 5.2795 2021-06-16 23:50:55,277 - mmaction - INFO - Epoch [17][1800/3757] lr: 1.000e-02, eta: 1 day, 19:43:04, time: 1.121, data_time: 0.122, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8211, loss_cls: 1.6916, loss: 1.6916, grad_norm: 5.2223 2021-06-16 23:51:18,927 - mmaction - INFO - Epoch [17][1820/3757] lr: 1.000e-02, eta: 1 day, 19:42:36, time: 1.181, data_time: 0.212, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8070, loss_cls: 1.7112, loss: 1.7112, grad_norm: 5.2068 2021-06-16 23:51:42,714 - mmaction - INFO - Epoch [17][1840/3757] lr: 1.000e-02, eta: 1 day, 19:42:08, time: 1.191, data_time: 0.080, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8180, loss_cls: 1.7347, loss: 1.7347, grad_norm: 5.2629 2021-06-16 23:52:05,313 - mmaction - INFO - Epoch [17][1860/3757] lr: 1.000e-02, eta: 1 day, 19:41:38, time: 1.130, data_time: 0.072, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8125, loss_cls: 1.7829, loss: 1.7829, grad_norm: 5.2745 2021-06-16 23:52:27,631 - mmaction - INFO - Epoch [17][1880/3757] lr: 1.000e-02, eta: 1 day, 19:41:08, time: 1.115, data_time: 0.024, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8258, loss_cls: 1.6455, loss: 1.6455, grad_norm: 5.3730 2021-06-16 23:52:49,767 - mmaction - INFO - Epoch [17][1900/3757] lr: 1.000e-02, eta: 1 day, 19:40:37, time: 1.107, data_time: 0.080, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8289, loss_cls: 1.6669, loss: 1.6669, grad_norm: 5.1760 2021-06-16 23:53:14,644 - mmaction - INFO - Epoch [17][1920/3757] lr: 1.000e-02, eta: 1 day, 19:40:12, time: 1.244, data_time: 0.092, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8117, loss_cls: 1.7199, loss: 1.7199, grad_norm: 5.2288 2021-06-16 23:53:38,021 - mmaction - INFO - Epoch [17][1940/3757] lr: 1.000e-02, eta: 1 day, 19:39:44, time: 1.166, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8281, loss_cls: 1.6570, loss: 1.6570, grad_norm: 5.2170 2021-06-16 23:54:00,407 - mmaction - INFO - Epoch [17][1960/3757] lr: 1.000e-02, eta: 1 day, 19:39:14, time: 1.122, data_time: 0.004, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8141, loss_cls: 1.7235, loss: 1.7235, grad_norm: 5.2461 2021-06-16 23:54:22,591 - mmaction - INFO - Epoch [17][1980/3757] lr: 1.000e-02, eta: 1 day, 19:38:43, time: 1.106, data_time: 0.007, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8102, loss_cls: 1.7772, loss: 1.7772, grad_norm: 5.3043 2021-06-16 23:54:45,675 - mmaction - INFO - Epoch [17][2000/3757] lr: 1.000e-02, eta: 1 day, 19:38:14, time: 1.158, data_time: 0.005, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8117, loss_cls: 1.7246, loss: 1.7246, grad_norm: 5.1865 2021-06-16 23:55:06,968 - mmaction - INFO - Epoch [17][2020/3757] lr: 1.000e-02, eta: 1 day, 19:37:42, time: 1.065, data_time: 0.002, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8383, loss_cls: 1.6787, loss: 1.6787, grad_norm: 5.2251 2021-06-16 23:55:29,416 - mmaction - INFO - Epoch [17][2040/3757] lr: 1.000e-02, eta: 1 day, 19:37:11, time: 1.120, data_time: 0.017, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8117, loss_cls: 1.6891, loss: 1.6891, grad_norm: 5.2691 2021-06-16 23:55:51,874 - mmaction - INFO - Epoch [17][2060/3757] lr: 1.000e-02, eta: 1 day, 19:36:41, time: 1.125, data_time: 0.101, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8102, loss_cls: 1.7479, loss: 1.7479, grad_norm: 5.5458 2021-06-16 23:56:14,622 - mmaction - INFO - Epoch [17][2080/3757] lr: 1.000e-02, eta: 1 day, 19:36:12, time: 1.137, data_time: 0.171, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8250, loss_cls: 1.6997, loss: 1.6997, grad_norm: 5.4731 2021-06-16 23:56:37,011 - mmaction - INFO - Epoch [17][2100/3757] lr: 1.000e-02, eta: 1 day, 19:35:42, time: 1.118, data_time: 0.041, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8008, loss_cls: 1.8055, loss: 1.8055, grad_norm: 5.5427 2021-06-16 23:56:59,211 - mmaction - INFO - Epoch [17][2120/3757] lr: 1.000e-02, eta: 1 day, 19:35:11, time: 1.109, data_time: 0.052, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.6687, loss: 1.6687, grad_norm: 5.2694 2021-06-16 23:57:22,374 - mmaction - INFO - Epoch [17][2140/3757] lr: 1.000e-02, eta: 1 day, 19:34:42, time: 1.160, data_time: 0.141, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8094, loss_cls: 1.7703, loss: 1.7703, grad_norm: 5.3459 2021-06-16 23:57:44,864 - mmaction - INFO - Epoch [17][2160/3757] lr: 1.000e-02, eta: 1 day, 19:34:12, time: 1.125, data_time: 0.319, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8187, loss_cls: 1.6769, loss: 1.6769, grad_norm: 5.1743 2021-06-16 23:58:08,147 - mmaction - INFO - Epoch [17][2180/3757] lr: 1.000e-02, eta: 1 day, 19:33:44, time: 1.163, data_time: 0.042, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8219, loss_cls: 1.6911, loss: 1.6911, grad_norm: 5.2895 2021-06-16 23:58:31,241 - mmaction - INFO - Epoch [17][2200/3757] lr: 1.000e-02, eta: 1 day, 19:33:15, time: 1.155, data_time: 0.003, memory: 7080, top1_acc: 0.6227, top5_acc: 0.8414, loss_cls: 1.5543, loss: 1.5543, grad_norm: 5.0970 2021-06-16 23:58:53,766 - mmaction - INFO - Epoch [17][2220/3757] lr: 1.000e-02, eta: 1 day, 19:32:45, time: 1.127, data_time: 0.002, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8203, loss_cls: 1.6437, loss: 1.6437, grad_norm: 5.0921 2021-06-16 23:59:17,048 - mmaction - INFO - Epoch [17][2240/3757] lr: 1.000e-02, eta: 1 day, 19:32:17, time: 1.164, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8148, loss_cls: 1.7143, loss: 1.7143, grad_norm: 5.1368 2021-06-16 23:59:38,766 - mmaction - INFO - Epoch [17][2260/3757] lr: 1.000e-02, eta: 1 day, 19:31:45, time: 1.086, data_time: 0.001, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8227, loss_cls: 1.6894, loss: 1.6894, grad_norm: 5.1675 2021-06-17 00:00:02,019 - mmaction - INFO - Epoch [17][2280/3757] lr: 1.000e-02, eta: 1 day, 19:31:17, time: 1.163, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8352, loss_cls: 1.6380, loss: 1.6380, grad_norm: 5.2351 2021-06-17 00:00:27,806 - mmaction - INFO - Epoch [17][2300/3757] lr: 1.000e-02, eta: 1 day, 19:30:53, time: 1.284, data_time: 0.004, memory: 7080, top1_acc: 0.5609, top5_acc: 0.8000, loss_cls: 1.7987, loss: 1.7987, grad_norm: 5.5236 2021-06-17 00:00:50,533 - mmaction - INFO - Epoch [17][2320/3757] lr: 1.000e-02, eta: 1 day, 19:30:24, time: 1.141, data_time: 0.010, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8164, loss_cls: 1.6923, loss: 1.6923, grad_norm: 5.3173 2021-06-17 00:01:13,459 - mmaction - INFO - Epoch [17][2340/3757] lr: 1.000e-02, eta: 1 day, 19:29:55, time: 1.147, data_time: 0.123, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8203, loss_cls: 1.7538, loss: 1.7538, grad_norm: 5.5146 2021-06-17 00:01:36,306 - mmaction - INFO - Epoch [17][2360/3757] lr: 1.000e-02, eta: 1 day, 19:29:26, time: 1.142, data_time: 0.072, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8133, loss_cls: 1.7207, loss: 1.7207, grad_norm: 5.4257 2021-06-17 00:01:59,613 - mmaction - INFO - Epoch [17][2380/3757] lr: 1.000e-02, eta: 1 day, 19:28:57, time: 1.165, data_time: 0.040, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8180, loss_cls: 1.7228, loss: 1.7228, grad_norm: 5.2837 2021-06-17 00:02:21,235 - mmaction - INFO - Epoch [17][2400/3757] lr: 1.000e-02, eta: 1 day, 19:28:26, time: 1.081, data_time: 0.002, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8156, loss_cls: 1.7483, loss: 1.7483, grad_norm: 5.3515 2021-06-17 00:02:44,167 - mmaction - INFO - Epoch [17][2420/3757] lr: 1.000e-02, eta: 1 day, 19:27:56, time: 1.144, data_time: 0.002, memory: 7080, top1_acc: 0.5844, top5_acc: 0.7992, loss_cls: 1.7563, loss: 1.7563, grad_norm: 5.2932 2021-06-17 00:03:07,075 - mmaction - INFO - Epoch [17][2440/3757] lr: 1.000e-02, eta: 1 day, 19:27:27, time: 1.149, data_time: 0.007, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8219, loss_cls: 1.7051, loss: 1.7051, grad_norm: 5.2059 2021-06-17 00:03:31,625 - mmaction - INFO - Epoch [17][2460/3757] lr: 1.000e-02, eta: 1 day, 19:27:02, time: 1.228, data_time: 0.002, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8195, loss_cls: 1.7096, loss: 1.7096, grad_norm: 5.3469 2021-06-17 00:03:53,362 - mmaction - INFO - Epoch [17][2480/3757] lr: 1.000e-02, eta: 1 day, 19:26:30, time: 1.081, data_time: 0.001, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8211, loss_cls: 1.7493, loss: 1.7493, grad_norm: 5.4074 2021-06-17 00:04:16,607 - mmaction - INFO - Epoch [17][2500/3757] lr: 1.000e-02, eta: 1 day, 19:26:02, time: 1.168, data_time: 0.008, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8211, loss_cls: 1.7495, loss: 1.7495, grad_norm: 5.3549 2021-06-17 00:04:38,797 - mmaction - INFO - Epoch [17][2520/3757] lr: 1.000e-02, eta: 1 day, 19:25:31, time: 1.109, data_time: 0.003, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8227, loss_cls: 1.7194, loss: 1.7194, grad_norm: 5.3622 2021-06-17 00:05:01,673 - mmaction - INFO - Epoch [17][2540/3757] lr: 1.000e-02, eta: 1 day, 19:25:02, time: 1.142, data_time: 0.051, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8242, loss_cls: 1.6627, loss: 1.6627, grad_norm: 5.3388 2021-06-17 00:05:24,118 - mmaction - INFO - Epoch [17][2560/3757] lr: 1.000e-02, eta: 1 day, 19:24:32, time: 1.126, data_time: 0.117, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8164, loss_cls: 1.6602, loss: 1.6602, grad_norm: 5.2794 2021-06-17 00:05:47,709 - mmaction - INFO - Epoch [17][2580/3757] lr: 1.000e-02, eta: 1 day, 19:24:04, time: 1.179, data_time: 0.039, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8195, loss_cls: 1.6947, loss: 1.6947, grad_norm: 5.3421 2021-06-17 00:06:10,024 - mmaction - INFO - Epoch [17][2600/3757] lr: 1.000e-02, eta: 1 day, 19:23:34, time: 1.116, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8180, loss_cls: 1.6915, loss: 1.6915, grad_norm: 5.5209 2021-06-17 00:06:32,827 - mmaction - INFO - Epoch [17][2620/3757] lr: 1.000e-02, eta: 1 day, 19:23:05, time: 1.140, data_time: 0.002, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8039, loss_cls: 1.8012, loss: 1.8012, grad_norm: 5.5803 2021-06-17 00:06:56,614 - mmaction - INFO - Epoch [17][2640/3757] lr: 1.000e-02, eta: 1 day, 19:22:38, time: 1.189, data_time: 0.003, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8180, loss_cls: 1.7106, loss: 1.7106, grad_norm: 5.2858 2021-06-17 00:07:19,226 - mmaction - INFO - Epoch [17][2660/3757] lr: 1.000e-02, eta: 1 day, 19:22:08, time: 1.131, data_time: 0.001, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8172, loss_cls: 1.6677, loss: 1.6677, grad_norm: 5.2902 2021-06-17 00:07:42,131 - mmaction - INFO - Epoch [17][2680/3757] lr: 1.000e-02, eta: 1 day, 19:21:39, time: 1.145, data_time: 0.086, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8148, loss_cls: 1.7459, loss: 1.7459, grad_norm: 5.1962 2021-06-17 00:08:04,845 - mmaction - INFO - Epoch [17][2700/3757] lr: 1.000e-02, eta: 1 day, 19:21:09, time: 1.136, data_time: 0.124, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8078, loss_cls: 1.7523, loss: 1.7523, grad_norm: 5.3745 2021-06-17 00:08:26,851 - mmaction - INFO - Epoch [17][2720/3757] lr: 1.000e-02, eta: 1 day, 19:20:38, time: 1.098, data_time: 0.005, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8148, loss_cls: 1.6861, loss: 1.6861, grad_norm: 5.3336 2021-06-17 00:08:49,628 - mmaction - INFO - Epoch [17][2740/3757] lr: 1.000e-02, eta: 1 day, 19:20:09, time: 1.138, data_time: 0.173, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8187, loss_cls: 1.6911, loss: 1.6911, grad_norm: 5.3428 2021-06-17 00:09:12,195 - mmaction - INFO - Epoch [17][2760/3757] lr: 1.000e-02, eta: 1 day, 19:19:39, time: 1.132, data_time: 0.120, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8305, loss_cls: 1.6283, loss: 1.6283, grad_norm: 5.2851 2021-06-17 00:09:34,783 - mmaction - INFO - Epoch [17][2780/3757] lr: 1.000e-02, eta: 1 day, 19:19:10, time: 1.130, data_time: 0.091, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8086, loss_cls: 1.7707, loss: 1.7707, grad_norm: 5.3934 2021-06-17 00:09:57,968 - mmaction - INFO - Epoch [17][2800/3757] lr: 1.000e-02, eta: 1 day, 19:18:41, time: 1.159, data_time: 0.160, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8219, loss_cls: 1.7032, loss: 1.7032, grad_norm: 5.2917 2021-06-17 00:10:21,304 - mmaction - INFO - Epoch [17][2820/3757] lr: 1.000e-02, eta: 1 day, 19:18:13, time: 1.164, data_time: 0.253, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8148, loss_cls: 1.7501, loss: 1.7501, grad_norm: 5.3727 2021-06-17 00:10:44,781 - mmaction - INFO - Epoch [17][2840/3757] lr: 1.000e-02, eta: 1 day, 19:17:45, time: 1.175, data_time: 0.111, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8148, loss_cls: 1.7135, loss: 1.7135, grad_norm: 5.3496 2021-06-17 00:11:07,351 - mmaction - INFO - Epoch [17][2860/3757] lr: 1.000e-02, eta: 1 day, 19:17:15, time: 1.128, data_time: 0.160, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8102, loss_cls: 1.7643, loss: 1.7643, grad_norm: 5.1968 2021-06-17 00:11:30,492 - mmaction - INFO - Epoch [17][2880/3757] lr: 1.000e-02, eta: 1 day, 19:16:47, time: 1.158, data_time: 0.134, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8273, loss_cls: 1.7003, loss: 1.7003, grad_norm: 5.3088 2021-06-17 00:11:53,129 - mmaction - INFO - Epoch [17][2900/3757] lr: 1.000e-02, eta: 1 day, 19:16:17, time: 1.130, data_time: 0.189, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8141, loss_cls: 1.6947, loss: 1.6947, grad_norm: 5.3072 2021-06-17 00:12:15,627 - mmaction - INFO - Epoch [17][2920/3757] lr: 1.000e-02, eta: 1 day, 19:15:48, time: 1.127, data_time: 0.221, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8195, loss_cls: 1.7249, loss: 1.7249, grad_norm: 5.3173 2021-06-17 00:12:38,391 - mmaction - INFO - Epoch [17][2940/3757] lr: 1.000e-02, eta: 1 day, 19:15:18, time: 1.138, data_time: 0.189, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8242, loss_cls: 1.6584, loss: 1.6584, grad_norm: 5.2027 2021-06-17 00:13:01,398 - mmaction - INFO - Epoch [17][2960/3757] lr: 1.000e-02, eta: 1 day, 19:14:49, time: 1.151, data_time: 0.010, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8109, loss_cls: 1.7608, loss: 1.7608, grad_norm: 5.4935 2021-06-17 00:13:23,406 - mmaction - INFO - Epoch [17][2980/3757] lr: 1.000e-02, eta: 1 day, 19:14:19, time: 1.099, data_time: 0.012, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8352, loss_cls: 1.6046, loss: 1.6046, grad_norm: 5.1802 2021-06-17 00:13:46,225 - mmaction - INFO - Epoch [17][3000/3757] lr: 1.000e-02, eta: 1 day, 19:13:50, time: 1.142, data_time: 0.194, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8148, loss_cls: 1.7282, loss: 1.7282, grad_norm: 5.3104 2021-06-17 00:14:09,256 - mmaction - INFO - Epoch [17][3020/3757] lr: 1.000e-02, eta: 1 day, 19:13:21, time: 1.152, data_time: 0.040, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8133, loss_cls: 1.7309, loss: 1.7309, grad_norm: 5.3889 2021-06-17 00:14:31,426 - mmaction - INFO - Epoch [17][3040/3757] lr: 1.000e-02, eta: 1 day, 19:12:50, time: 1.108, data_time: 0.058, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8258, loss_cls: 1.6448, loss: 1.6448, grad_norm: 5.2085 2021-06-17 00:14:53,175 - mmaction - INFO - Epoch [17][3060/3757] lr: 1.000e-02, eta: 1 day, 19:12:19, time: 1.088, data_time: 0.082, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8133, loss_cls: 1.7233, loss: 1.7233, grad_norm: 5.2952 2021-06-17 00:15:16,257 - mmaction - INFO - Epoch [17][3080/3757] lr: 1.000e-02, eta: 1 day, 19:11:50, time: 1.153, data_time: 0.087, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8055, loss_cls: 1.7353, loss: 1.7353, grad_norm: 5.3949 2021-06-17 00:15:38,931 - mmaction - INFO - Epoch [17][3100/3757] lr: 1.000e-02, eta: 1 day, 19:11:21, time: 1.134, data_time: 0.144, memory: 7080, top1_acc: 0.5563, top5_acc: 0.7922, loss_cls: 1.7957, loss: 1.7957, grad_norm: 5.5250 2021-06-17 00:16:02,654 - mmaction - INFO - Epoch [17][3120/3757] lr: 1.000e-02, eta: 1 day, 19:10:54, time: 1.186, data_time: 0.302, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8219, loss_cls: 1.6923, loss: 1.6923, grad_norm: 5.2475 2021-06-17 00:16:25,368 - mmaction - INFO - Epoch [17][3140/3757] lr: 1.000e-02, eta: 1 day, 19:10:24, time: 1.136, data_time: 0.362, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8016, loss_cls: 1.7878, loss: 1.7878, grad_norm: 5.4290 2021-06-17 00:16:48,108 - mmaction - INFO - Epoch [17][3160/3757] lr: 1.000e-02, eta: 1 day, 19:09:55, time: 1.137, data_time: 0.155, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8086, loss_cls: 1.7407, loss: 1.7407, grad_norm: 5.4132 2021-06-17 00:17:11,894 - mmaction - INFO - Epoch [17][3180/3757] lr: 1.000e-02, eta: 1 day, 19:09:28, time: 1.187, data_time: 0.052, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7666, loss: 1.7666, grad_norm: 5.3056 2021-06-17 00:17:34,576 - mmaction - INFO - Epoch [17][3200/3757] lr: 1.000e-02, eta: 1 day, 19:08:58, time: 1.137, data_time: 0.165, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8320, loss_cls: 1.6467, loss: 1.6467, grad_norm: 5.1666 2021-06-17 00:17:58,004 - mmaction - INFO - Epoch [17][3220/3757] lr: 1.000e-02, eta: 1 day, 19:08:30, time: 1.171, data_time: 0.212, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8023, loss_cls: 1.7694, loss: 1.7694, grad_norm: 5.4009 2021-06-17 00:18:19,919 - mmaction - INFO - Epoch [17][3240/3757] lr: 1.000e-02, eta: 1 day, 19:07:59, time: 1.096, data_time: 0.334, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8117, loss_cls: 1.7452, loss: 1.7452, grad_norm: 5.3710 2021-06-17 00:18:41,872 - mmaction - INFO - Epoch [17][3260/3757] lr: 1.000e-02, eta: 1 day, 19:07:29, time: 1.097, data_time: 0.083, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8281, loss_cls: 1.7023, loss: 1.7023, grad_norm: 5.1944 2021-06-17 00:19:05,305 - mmaction - INFO - Epoch [17][3280/3757] lr: 1.000e-02, eta: 1 day, 19:07:01, time: 1.172, data_time: 0.072, memory: 7080, top1_acc: 0.5687, top5_acc: 0.8094, loss_cls: 1.7582, loss: 1.7582, grad_norm: 5.3170 2021-06-17 00:19:27,983 - mmaction - INFO - Epoch [17][3300/3757] lr: 1.000e-02, eta: 1 day, 19:06:31, time: 1.134, data_time: 0.220, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8133, loss_cls: 1.7452, loss: 1.7452, grad_norm: 5.2261 2021-06-17 00:19:49,413 - mmaction - INFO - Epoch [17][3320/3757] lr: 1.000e-02, eta: 1 day, 19:05:59, time: 1.070, data_time: 0.414, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8125, loss_cls: 1.7024, loss: 1.7024, grad_norm: 5.2471 2021-06-17 00:20:12,044 - mmaction - INFO - Epoch [17][3340/3757] lr: 1.000e-02, eta: 1 day, 19:05:30, time: 1.133, data_time: 0.435, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8156, loss_cls: 1.7849, loss: 1.7849, grad_norm: 5.2319 2021-06-17 00:20:34,843 - mmaction - INFO - Epoch [17][3360/3757] lr: 1.000e-02, eta: 1 day, 19:05:01, time: 1.140, data_time: 0.105, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8094, loss_cls: 1.7641, loss: 1.7641, grad_norm: 5.2725 2021-06-17 00:20:57,712 - mmaction - INFO - Epoch [17][3380/3757] lr: 1.000e-02, eta: 1 day, 19:04:32, time: 1.142, data_time: 0.102, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8031, loss_cls: 1.7149, loss: 1.7149, grad_norm: 5.3813 2021-06-17 00:21:19,594 - mmaction - INFO - Epoch [17][3400/3757] lr: 1.000e-02, eta: 1 day, 19:04:01, time: 1.095, data_time: 0.160, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8023, loss_cls: 1.7977, loss: 1.7977, grad_norm: 5.4215 2021-06-17 00:21:41,721 - mmaction - INFO - Epoch [17][3420/3757] lr: 1.000e-02, eta: 1 day, 19:03:31, time: 1.107, data_time: 0.184, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8375, loss_cls: 1.6108, loss: 1.6108, grad_norm: 5.1305 2021-06-17 00:22:05,215 - mmaction - INFO - Epoch [17][3440/3757] lr: 1.000e-02, eta: 1 day, 19:03:03, time: 1.174, data_time: 0.239, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8117, loss_cls: 1.6921, loss: 1.6921, grad_norm: 5.2093 2021-06-17 00:22:29,134 - mmaction - INFO - Epoch [17][3460/3757] lr: 1.000e-02, eta: 1 day, 19:02:36, time: 1.196, data_time: 0.159, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8109, loss_cls: 1.7525, loss: 1.7525, grad_norm: 5.1440 2021-06-17 00:22:52,017 - mmaction - INFO - Epoch [17][3480/3757] lr: 1.000e-02, eta: 1 day, 19:02:07, time: 1.144, data_time: 0.136, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8008, loss_cls: 1.7825, loss: 1.7825, grad_norm: 5.3139 2021-06-17 00:23:14,964 - mmaction - INFO - Epoch [17][3500/3757] lr: 1.000e-02, eta: 1 day, 19:01:38, time: 1.147, data_time: 0.097, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8234, loss_cls: 1.6702, loss: 1.6702, grad_norm: 5.2785 2021-06-17 00:23:37,146 - mmaction - INFO - Epoch [17][3520/3757] lr: 1.000e-02, eta: 1 day, 19:01:08, time: 1.109, data_time: 0.115, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8242, loss_cls: 1.6669, loss: 1.6669, grad_norm: 5.2085 2021-06-17 00:24:00,678 - mmaction - INFO - Epoch [17][3540/3757] lr: 1.000e-02, eta: 1 day, 19:00:40, time: 1.176, data_time: 0.022, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8156, loss_cls: 1.6596, loss: 1.6596, grad_norm: 5.3287 2021-06-17 00:24:22,845 - mmaction - INFO - Epoch [17][3560/3757] lr: 1.000e-02, eta: 1 day, 19:00:10, time: 1.109, data_time: 0.128, memory: 7080, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.8144, loss: 1.8144, grad_norm: 5.3957 2021-06-17 00:24:45,415 - mmaction - INFO - Epoch [17][3580/3757] lr: 1.000e-02, eta: 1 day, 18:59:40, time: 1.124, data_time: 0.068, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8227, loss_cls: 1.6095, loss: 1.6095, grad_norm: 5.2970 2021-06-17 00:25:08,497 - mmaction - INFO - Epoch [17][3600/3757] lr: 1.000e-02, eta: 1 day, 18:59:12, time: 1.158, data_time: 0.187, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8102, loss_cls: 1.7766, loss: 1.7766, grad_norm: 5.3160 2021-06-17 00:25:31,433 - mmaction - INFO - Epoch [17][3620/3757] lr: 1.000e-02, eta: 1 day, 18:58:43, time: 1.147, data_time: 0.112, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8094, loss_cls: 1.7464, loss: 1.7464, grad_norm: 5.2222 2021-06-17 00:25:53,590 - mmaction - INFO - Epoch [17][3640/3757] lr: 1.000e-02, eta: 1 day, 18:58:13, time: 1.108, data_time: 0.075, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8125, loss_cls: 1.7263, loss: 1.7263, grad_norm: 5.3755 2021-06-17 00:26:15,933 - mmaction - INFO - Epoch [17][3660/3757] lr: 1.000e-02, eta: 1 day, 18:57:43, time: 1.116, data_time: 0.135, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.6583, loss: 1.6583, grad_norm: 5.3126 2021-06-17 00:26:37,845 - mmaction - INFO - Epoch [17][3680/3757] lr: 1.000e-02, eta: 1 day, 18:57:12, time: 1.093, data_time: 0.135, memory: 7080, top1_acc: 0.5547, top5_acc: 0.8109, loss_cls: 1.8210, loss: 1.8210, grad_norm: 5.6511 2021-06-17 00:27:00,367 - mmaction - INFO - Epoch [17][3700/3757] lr: 1.000e-02, eta: 1 day, 18:56:42, time: 1.130, data_time: 0.294, memory: 7080, top1_acc: 0.5648, top5_acc: 0.8086, loss_cls: 1.7375, loss: 1.7375, grad_norm: 5.3475 2021-06-17 00:27:23,993 - mmaction - INFO - Epoch [17][3720/3757] lr: 1.000e-02, eta: 1 day, 18:56:15, time: 1.181, data_time: 0.032, memory: 7080, top1_acc: 0.5898, top5_acc: 0.7992, loss_cls: 1.7467, loss: 1.7467, grad_norm: 5.2834 2021-06-17 00:27:47,798 - mmaction - INFO - Epoch [17][3740/3757] lr: 1.000e-02, eta: 1 day, 18:55:48, time: 1.191, data_time: 0.084, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8336, loss_cls: 1.5997, loss: 1.5997, grad_norm: 5.0929 2021-06-17 00:28:09,931 - mmaction - INFO - Saving checkpoint at 17 epochs 2021-06-17 00:35:53,454 - mmaction - INFO - Epoch [18][20/3757] lr: 1.000e-02, eta: 1 day, 19:08:29, time: 23.117, data_time: 22.284, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8297, loss_cls: 1.6344, loss: 1.6344, grad_norm: 5.3320 2021-06-17 00:36:14,427 - mmaction - INFO - Epoch [18][40/3757] lr: 1.000e-02, eta: 1 day, 19:07:57, time: 1.059, data_time: 0.244, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8297, loss_cls: 1.6038, loss: 1.6038, grad_norm: 5.2352 2021-06-17 00:36:38,279 - mmaction - INFO - Epoch [18][60/3757] lr: 1.000e-02, eta: 1 day, 19:07:29, time: 1.192, data_time: 0.228, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8102, loss_cls: 1.7026, loss: 1.7026, grad_norm: 5.3621 2021-06-17 00:37:01,059 - mmaction - INFO - Epoch [18][80/3757] lr: 1.000e-02, eta: 1 day, 19:07:00, time: 1.141, data_time: 0.267, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8195, loss_cls: 1.6751, loss: 1.6751, grad_norm: 5.4260 2021-06-17 00:37:23,804 - mmaction - INFO - Epoch [18][100/3757] lr: 1.000e-02, eta: 1 day, 19:06:30, time: 1.136, data_time: 0.425, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8109, loss_cls: 1.6806, loss: 1.6806, grad_norm: 5.3077 2021-06-17 00:37:47,412 - mmaction - INFO - Epoch [18][120/3757] lr: 1.000e-02, eta: 1 day, 19:06:02, time: 1.180, data_time: 0.291, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8156, loss_cls: 1.6734, loss: 1.6734, grad_norm: 5.1383 2021-06-17 00:38:10,398 - mmaction - INFO - Epoch [18][140/3757] lr: 1.000e-02, eta: 1 day, 19:05:33, time: 1.151, data_time: 0.055, memory: 7080, top1_acc: 0.5930, top5_acc: 0.7977, loss_cls: 1.6915, loss: 1.6915, grad_norm: 5.3701 2021-06-17 00:38:31,473 - mmaction - INFO - Epoch [18][160/3757] lr: 1.000e-02, eta: 1 day, 19:05:01, time: 1.054, data_time: 0.002, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8211, loss_cls: 1.6103, loss: 1.6103, grad_norm: 5.0872 2021-06-17 00:38:55,159 - mmaction - INFO - Epoch [18][180/3757] lr: 1.000e-02, eta: 1 day, 19:04:33, time: 1.183, data_time: 0.002, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8109, loss_cls: 1.7421, loss: 1.7421, grad_norm: 5.4502 2021-06-17 00:39:18,681 - mmaction - INFO - Epoch [18][200/3757] lr: 1.000e-02, eta: 1 day, 19:04:05, time: 1.177, data_time: 0.003, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8258, loss_cls: 1.6163, loss: 1.6163, grad_norm: 5.2614 2021-06-17 00:39:40,236 - mmaction - INFO - Epoch [18][220/3757] lr: 1.000e-02, eta: 1 day, 19:03:33, time: 1.077, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8211, loss_cls: 1.6578, loss: 1.6578, grad_norm: 5.4884 2021-06-17 00:40:03,796 - mmaction - INFO - Epoch [18][240/3757] lr: 1.000e-02, eta: 1 day, 19:03:05, time: 1.178, data_time: 0.004, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8359, loss_cls: 1.5733, loss: 1.5733, grad_norm: 5.2362 2021-06-17 00:40:26,860 - mmaction - INFO - Epoch [18][260/3757] lr: 1.000e-02, eta: 1 day, 19:02:36, time: 1.154, data_time: 0.003, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8227, loss_cls: 1.6014, loss: 1.6014, grad_norm: 5.2282 2021-06-17 00:40:48,616 - mmaction - INFO - Epoch [18][280/3757] lr: 1.000e-02, eta: 1 day, 19:02:05, time: 1.088, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8187, loss_cls: 1.6427, loss: 1.6427, grad_norm: 5.2483 2021-06-17 00:41:11,165 - mmaction - INFO - Epoch [18][300/3757] lr: 1.000e-02, eta: 1 day, 19:01:35, time: 1.128, data_time: 0.002, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8156, loss_cls: 1.6478, loss: 1.6478, grad_norm: 5.3460 2021-06-17 00:41:34,022 - mmaction - INFO - Epoch [18][320/3757] lr: 1.000e-02, eta: 1 day, 19:01:06, time: 1.142, data_time: 0.001, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8250, loss_cls: 1.6736, loss: 1.6736, grad_norm: 5.3736 2021-06-17 00:41:55,850 - mmaction - INFO - Epoch [18][340/3757] lr: 1.000e-02, eta: 1 day, 19:00:34, time: 1.092, data_time: 0.002, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8352, loss_cls: 1.5887, loss: 1.5887, grad_norm: 5.3110 2021-06-17 00:42:19,766 - mmaction - INFO - Epoch [18][360/3757] lr: 1.000e-02, eta: 1 day, 19:00:07, time: 1.195, data_time: 0.006, memory: 7080, top1_acc: 0.6250, top5_acc: 0.8352, loss_cls: 1.5785, loss: 1.5785, grad_norm: 5.1863 2021-06-17 00:42:42,100 - mmaction - INFO - Epoch [18][380/3757] lr: 1.000e-02, eta: 1 day, 18:59:37, time: 1.114, data_time: 0.001, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8156, loss_cls: 1.7065, loss: 1.7065, grad_norm: 5.3367 2021-06-17 00:43:06,767 - mmaction - INFO - Epoch [18][400/3757] lr: 1.000e-02, eta: 1 day, 18:59:11, time: 1.236, data_time: 0.004, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8375, loss_cls: 1.5856, loss: 1.5856, grad_norm: 5.2016 2021-06-17 00:43:29,264 - mmaction - INFO - Epoch [18][420/3757] lr: 1.000e-02, eta: 1 day, 18:58:41, time: 1.125, data_time: 0.001, memory: 7080, top1_acc: 0.5836, top5_acc: 0.7937, loss_cls: 1.7562, loss: 1.7562, grad_norm: 5.4284 2021-06-17 00:43:51,000 - mmaction - INFO - Epoch [18][440/3757] lr: 1.000e-02, eta: 1 day, 18:58:10, time: 1.087, data_time: 0.003, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8336, loss_cls: 1.6747, loss: 1.6747, grad_norm: 5.2796 2021-06-17 00:44:14,353 - mmaction - INFO - Epoch [18][460/3757] lr: 1.000e-02, eta: 1 day, 18:57:42, time: 1.167, data_time: 0.057, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8148, loss_cls: 1.7700, loss: 1.7700, grad_norm: 5.4609 2021-06-17 00:44:36,809 - mmaction - INFO - Epoch [18][480/3757] lr: 1.000e-02, eta: 1 day, 18:57:12, time: 1.123, data_time: 0.020, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8406, loss_cls: 1.6055, loss: 1.6055, grad_norm: 5.2364 2021-06-17 00:44:58,930 - mmaction - INFO - Epoch [18][500/3757] lr: 1.000e-02, eta: 1 day, 18:56:41, time: 1.106, data_time: 0.436, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8070, loss_cls: 1.7035, loss: 1.7035, grad_norm: 5.3216 2021-06-17 00:45:23,400 - mmaction - INFO - Epoch [18][520/3757] lr: 1.000e-02, eta: 1 day, 18:56:15, time: 1.217, data_time: 0.377, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8070, loss_cls: 1.7336, loss: 1.7336, grad_norm: 5.3898 2021-06-17 00:45:44,949 - mmaction - INFO - Epoch [18][540/3757] lr: 1.000e-02, eta: 1 day, 18:55:43, time: 1.084, data_time: 0.047, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8047, loss_cls: 1.7473, loss: 1.7473, grad_norm: 5.3638 2021-06-17 00:46:06,862 - mmaction - INFO - Epoch [18][560/3757] lr: 1.000e-02, eta: 1 day, 18:55:12, time: 1.096, data_time: 0.031, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8289, loss_cls: 1.7032, loss: 1.7032, grad_norm: 5.3611 2021-06-17 00:46:31,083 - mmaction - INFO - Epoch [18][580/3757] lr: 1.000e-02, eta: 1 day, 18:54:45, time: 1.211, data_time: 0.137, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8258, loss_cls: 1.6070, loss: 1.6070, grad_norm: 5.0988 2021-06-17 00:46:53,840 - mmaction - INFO - Epoch [18][600/3757] lr: 1.000e-02, eta: 1 day, 18:54:16, time: 1.138, data_time: 0.242, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8266, loss_cls: 1.6386, loss: 1.6386, grad_norm: 5.2839 2021-06-17 00:47:15,924 - mmaction - INFO - Epoch [18][620/3757] lr: 1.000e-02, eta: 1 day, 18:53:45, time: 1.104, data_time: 0.177, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8117, loss_cls: 1.7741, loss: 1.7741, grad_norm: 5.3919 2021-06-17 00:47:39,537 - mmaction - INFO - Epoch [18][640/3757] lr: 1.000e-02, eta: 1 day, 18:53:18, time: 1.180, data_time: 0.014, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8211, loss_cls: 1.6352, loss: 1.6352, grad_norm: 5.3726 2021-06-17 00:48:02,297 - mmaction - INFO - Epoch [18][660/3757] lr: 1.000e-02, eta: 1 day, 18:52:48, time: 1.138, data_time: 0.125, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8172, loss_cls: 1.7106, loss: 1.7106, grad_norm: 5.5042 2021-06-17 00:48:25,441 - mmaction - INFO - Epoch [18][680/3757] lr: 1.000e-02, eta: 1 day, 18:52:19, time: 1.157, data_time: 0.229, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8227, loss_cls: 1.6639, loss: 1.6639, grad_norm: 5.2112 2021-06-17 00:48:47,813 - mmaction - INFO - Epoch [18][700/3757] lr: 1.000e-02, eta: 1 day, 18:51:49, time: 1.119, data_time: 0.016, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8359, loss_cls: 1.6050, loss: 1.6050, grad_norm: 5.3920 2021-06-17 00:49:10,751 - mmaction - INFO - Epoch [18][720/3757] lr: 1.000e-02, eta: 1 day, 18:51:20, time: 1.148, data_time: 0.260, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8172, loss_cls: 1.6506, loss: 1.6506, grad_norm: 5.4384 2021-06-17 00:49:33,024 - mmaction - INFO - Epoch [18][740/3757] lr: 1.000e-02, eta: 1 day, 18:50:50, time: 1.114, data_time: 0.301, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8141, loss_cls: 1.7038, loss: 1.7038, grad_norm: 5.4746 2021-06-17 00:49:55,331 - mmaction - INFO - Epoch [18][760/3757] lr: 1.000e-02, eta: 1 day, 18:50:20, time: 1.115, data_time: 0.189, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8289, loss_cls: 1.6765, loss: 1.6765, grad_norm: 5.3653 2021-06-17 00:50:18,989 - mmaction - INFO - Epoch [18][780/3757] lr: 1.000e-02, eta: 1 day, 18:49:52, time: 1.183, data_time: 0.115, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8328, loss_cls: 1.6534, loss: 1.6534, grad_norm: 5.4903 2021-06-17 00:50:42,684 - mmaction - INFO - Epoch [18][800/3757] lr: 1.000e-02, eta: 1 day, 18:49:25, time: 1.184, data_time: 0.073, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8187, loss_cls: 1.7266, loss: 1.7266, grad_norm: 5.3432 2021-06-17 00:51:04,256 - mmaction - INFO - Epoch [18][820/3757] lr: 1.000e-02, eta: 1 day, 18:48:53, time: 1.080, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8180, loss_cls: 1.6906, loss: 1.6906, grad_norm: 5.5559 2021-06-17 00:51:27,588 - mmaction - INFO - Epoch [18][840/3757] lr: 1.000e-02, eta: 1 day, 18:48:25, time: 1.167, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8266, loss_cls: 1.6443, loss: 1.6443, grad_norm: 5.3867 2021-06-17 00:51:50,805 - mmaction - INFO - Epoch [18][860/3757] lr: 1.000e-02, eta: 1 day, 18:47:56, time: 1.160, data_time: 0.001, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8242, loss_cls: 1.6976, loss: 1.6976, grad_norm: 5.2555 2021-06-17 00:52:12,367 - mmaction - INFO - Epoch [18][880/3757] lr: 1.000e-02, eta: 1 day, 18:47:25, time: 1.078, data_time: 0.003, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8141, loss_cls: 1.6841, loss: 1.6841, grad_norm: 5.2358 2021-06-17 00:52:35,158 - mmaction - INFO - Epoch [18][900/3757] lr: 1.000e-02, eta: 1 day, 18:46:55, time: 1.138, data_time: 0.002, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8227, loss_cls: 1.6659, loss: 1.6659, grad_norm: 5.2905 2021-06-17 00:52:59,200 - mmaction - INFO - Epoch [18][920/3757] lr: 1.000e-02, eta: 1 day, 18:46:28, time: 1.204, data_time: 0.004, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8078, loss_cls: 1.7376, loss: 1.7376, grad_norm: 5.2181 2021-06-17 00:53:20,646 - mmaction - INFO - Epoch [18][940/3757] lr: 1.000e-02, eta: 1 day, 18:45:57, time: 1.072, data_time: 0.001, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8320, loss_cls: 1.6169, loss: 1.6169, grad_norm: 5.3076 2021-06-17 00:53:43,478 - mmaction - INFO - Epoch [18][960/3757] lr: 1.000e-02, eta: 1 day, 18:45:27, time: 1.142, data_time: 0.002, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8406, loss_cls: 1.5666, loss: 1.5666, grad_norm: 5.1348 2021-06-17 00:54:06,825 - mmaction - INFO - Epoch [18][980/3757] lr: 1.000e-02, eta: 1 day, 18:44:59, time: 1.165, data_time: 0.096, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8141, loss_cls: 1.6943, loss: 1.6943, grad_norm: 5.4468 2021-06-17 00:54:28,501 - mmaction - INFO - Epoch [18][1000/3757] lr: 1.000e-02, eta: 1 day, 18:44:28, time: 1.085, data_time: 0.204, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8133, loss_cls: 1.7586, loss: 1.7586, grad_norm: 5.4980 2021-06-17 00:54:52,516 - mmaction - INFO - Epoch [18][1020/3757] lr: 1.000e-02, eta: 1 day, 18:44:01, time: 1.197, data_time: 0.344, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8227, loss_cls: 1.6239, loss: 1.6239, grad_norm: 5.2849 2021-06-17 00:55:14,868 - mmaction - INFO - Epoch [18][1040/3757] lr: 1.000e-02, eta: 1 day, 18:43:31, time: 1.118, data_time: 0.281, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8117, loss_cls: 1.7320, loss: 1.7320, grad_norm: 5.2126 2021-06-17 00:55:38,971 - mmaction - INFO - Epoch [18][1060/3757] lr: 1.000e-02, eta: 1 day, 18:43:04, time: 1.208, data_time: 0.121, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8063, loss_cls: 1.7818, loss: 1.7818, grad_norm: 5.2529 2021-06-17 00:56:00,877 - mmaction - INFO - Epoch [18][1080/3757] lr: 1.000e-02, eta: 1 day, 18:42:33, time: 1.095, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8211, loss_cls: 1.6551, loss: 1.6551, grad_norm: 5.1861 2021-06-17 00:56:22,280 - mmaction - INFO - Epoch [18][1100/3757] lr: 1.000e-02, eta: 1 day, 18:42:01, time: 1.070, data_time: 0.002, memory: 7080, top1_acc: 0.5680, top5_acc: 0.8109, loss_cls: 1.7448, loss: 1.7448, grad_norm: 5.3560 2021-06-17 00:56:46,177 - mmaction - INFO - Epoch [18][1120/3757] lr: 1.000e-02, eta: 1 day, 18:41:34, time: 1.195, data_time: 0.089, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8195, loss_cls: 1.7303, loss: 1.7303, grad_norm: 5.4553 2021-06-17 00:57:09,445 - mmaction - INFO - Epoch [18][1140/3757] lr: 1.000e-02, eta: 1 day, 18:41:06, time: 1.162, data_time: 0.288, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8047, loss_cls: 1.6953, loss: 1.6953, grad_norm: 5.3873 2021-06-17 00:57:30,781 - mmaction - INFO - Epoch [18][1160/3757] lr: 1.000e-02, eta: 1 day, 18:40:34, time: 1.068, data_time: 0.091, memory: 7080, top1_acc: 0.6234, top5_acc: 0.8516, loss_cls: 1.5284, loss: 1.5284, grad_norm: 5.0448 2021-06-17 00:57:55,025 - mmaction - INFO - Epoch [18][1180/3757] lr: 1.000e-02, eta: 1 day, 18:40:07, time: 1.213, data_time: 0.339, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8211, loss_cls: 1.6986, loss: 1.6986, grad_norm: 5.2827 2021-06-17 00:58:19,060 - mmaction - INFO - Epoch [18][1200/3757] lr: 1.000e-02, eta: 1 day, 18:39:41, time: 1.201, data_time: 0.159, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8102, loss_cls: 1.6890, loss: 1.6890, grad_norm: 5.2454 2021-06-17 00:58:41,218 - mmaction - INFO - Epoch [18][1220/3757] lr: 1.000e-02, eta: 1 day, 18:39:10, time: 1.108, data_time: 0.061, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.6374, loss: 1.6374, grad_norm: 5.1436 2021-06-17 00:59:03,426 - mmaction - INFO - Epoch [18][1240/3757] lr: 1.000e-02, eta: 1 day, 18:38:40, time: 1.110, data_time: 0.057, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8305, loss_cls: 1.6464, loss: 1.6464, grad_norm: 5.4400 2021-06-17 00:59:26,246 - mmaction - INFO - Epoch [18][1260/3757] lr: 1.000e-02, eta: 1 day, 18:38:11, time: 1.141, data_time: 0.029, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8156, loss_cls: 1.6754, loss: 1.6754, grad_norm: 5.2802 2021-06-17 00:59:49,538 - mmaction - INFO - Epoch [18][1280/3757] lr: 1.000e-02, eta: 1 day, 18:37:42, time: 1.165, data_time: 0.031, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8125, loss_cls: 1.6585, loss: 1.6585, grad_norm: 5.2912 2021-06-17 01:00:10,467 - mmaction - INFO - Epoch [18][1300/3757] lr: 1.000e-02, eta: 1 day, 18:37:10, time: 1.047, data_time: 0.081, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8000, loss_cls: 1.7150, loss: 1.7150, grad_norm: 5.2433 2021-06-17 01:00:33,834 - mmaction - INFO - Epoch [18][1320/3757] lr: 1.000e-02, eta: 1 day, 18:36:42, time: 1.168, data_time: 0.366, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8156, loss_cls: 1.6685, loss: 1.6685, grad_norm: 5.1518 2021-06-17 01:00:56,471 - mmaction - INFO - Epoch [18][1340/3757] lr: 1.000e-02, eta: 1 day, 18:36:12, time: 1.132, data_time: 0.003, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8133, loss_cls: 1.7058, loss: 1.7058, grad_norm: 5.2424 2021-06-17 01:01:19,522 - mmaction - INFO - Epoch [18][1360/3757] lr: 1.000e-02, eta: 1 day, 18:35:43, time: 1.153, data_time: 0.149, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8102, loss_cls: 1.7179, loss: 1.7179, grad_norm: 5.3834 2021-06-17 01:01:42,687 - mmaction - INFO - Epoch [18][1380/3757] lr: 1.000e-02, eta: 1 day, 18:35:15, time: 1.158, data_time: 0.037, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8289, loss_cls: 1.6045, loss: 1.6045, grad_norm: 5.2637 2021-06-17 01:02:06,731 - mmaction - INFO - Epoch [18][1400/3757] lr: 1.000e-02, eta: 1 day, 18:34:48, time: 1.203, data_time: 0.099, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8273, loss_cls: 1.5942, loss: 1.5942, grad_norm: 5.2833 2021-06-17 01:02:28,783 - mmaction - INFO - Epoch [18][1420/3757] lr: 1.000e-02, eta: 1 day, 18:34:18, time: 1.102, data_time: 0.007, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8141, loss_cls: 1.7289, loss: 1.7289, grad_norm: 5.5289 2021-06-17 01:02:51,549 - mmaction - INFO - Epoch [18][1440/3757] lr: 1.000e-02, eta: 1 day, 18:33:48, time: 1.138, data_time: 0.138, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8109, loss_cls: 1.6476, loss: 1.6476, grad_norm: 5.2289 2021-06-17 01:03:14,251 - mmaction - INFO - Epoch [18][1460/3757] lr: 1.000e-02, eta: 1 day, 18:33:19, time: 1.136, data_time: 0.037, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8352, loss_cls: 1.6554, loss: 1.6554, grad_norm: 5.3467 2021-06-17 01:03:37,133 - mmaction - INFO - Epoch [18][1480/3757] lr: 1.000e-02, eta: 1 day, 18:32:50, time: 1.144, data_time: 0.086, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8039, loss_cls: 1.7885, loss: 1.7885, grad_norm: 5.5813 2021-06-17 01:04:00,287 - mmaction - INFO - Epoch [18][1500/3757] lr: 1.000e-02, eta: 1 day, 18:32:21, time: 1.155, data_time: 0.054, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8273, loss_cls: 1.7272, loss: 1.7272, grad_norm: 5.6247 2021-06-17 01:04:22,376 - mmaction - INFO - Epoch [18][1520/3757] lr: 1.000e-02, eta: 1 day, 18:31:51, time: 1.106, data_time: 0.124, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8133, loss_cls: 1.6725, loss: 1.6725, grad_norm: 5.2854 2021-06-17 01:04:45,167 - mmaction - INFO - Epoch [18][1540/3757] lr: 1.000e-02, eta: 1 day, 18:31:22, time: 1.141, data_time: 0.161, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8383, loss_cls: 1.6526, loss: 1.6526, grad_norm: 5.3093 2021-06-17 01:05:06,335 - mmaction - INFO - Epoch [18][1560/3757] lr: 1.000e-02, eta: 1 day, 18:30:50, time: 1.059, data_time: 0.062, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8258, loss_cls: 1.6119, loss: 1.6119, grad_norm: 5.1743 2021-06-17 01:05:28,450 - mmaction - INFO - Epoch [18][1580/3757] lr: 1.000e-02, eta: 1 day, 18:30:19, time: 1.106, data_time: 0.127, memory: 7080, top1_acc: 0.6312, top5_acc: 0.8508, loss_cls: 1.5625, loss: 1.5625, grad_norm: 5.2494 2021-06-17 01:05:52,416 - mmaction - INFO - Epoch [18][1600/3757] lr: 1.000e-02, eta: 1 day, 18:29:52, time: 1.194, data_time: 0.021, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8266, loss_cls: 1.6695, loss: 1.6695, grad_norm: 5.2197 2021-06-17 01:06:14,604 - mmaction - INFO - Epoch [18][1620/3757] lr: 1.000e-02, eta: 1 day, 18:29:22, time: 1.113, data_time: 0.037, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8227, loss_cls: 1.7099, loss: 1.7099, grad_norm: 5.4242 2021-06-17 01:06:37,769 - mmaction - INFO - Epoch [18][1640/3757] lr: 1.000e-02, eta: 1 day, 18:28:54, time: 1.158, data_time: 0.179, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8313, loss_cls: 1.6002, loss: 1.6002, grad_norm: 5.2105 2021-06-17 01:07:01,253 - mmaction - INFO - Epoch [18][1660/3757] lr: 1.000e-02, eta: 1 day, 18:28:26, time: 1.172, data_time: 0.081, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8148, loss_cls: 1.6833, loss: 1.6833, grad_norm: 5.4314 2021-06-17 01:07:23,968 - mmaction - INFO - Epoch [18][1680/3757] lr: 1.000e-02, eta: 1 day, 18:27:57, time: 1.139, data_time: 0.025, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8063, loss_cls: 1.7436, loss: 1.7436, grad_norm: 5.5049 2021-06-17 01:07:46,056 - mmaction - INFO - Epoch [18][1700/3757] lr: 1.000e-02, eta: 1 day, 18:27:26, time: 1.104, data_time: 0.013, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8078, loss_cls: 1.7349, loss: 1.7349, grad_norm: 5.4689 2021-06-17 01:08:08,593 - mmaction - INFO - Epoch [18][1720/3757] lr: 1.000e-02, eta: 1 day, 18:26:56, time: 1.127, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8211, loss_cls: 1.6532, loss: 1.6532, grad_norm: 5.3045 2021-06-17 01:08:30,637 - mmaction - INFO - Epoch [18][1740/3757] lr: 1.000e-02, eta: 1 day, 18:26:26, time: 1.103, data_time: 0.003, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8117, loss_cls: 1.6959, loss: 1.6959, grad_norm: 5.3048 2021-06-17 01:08:53,620 - mmaction - INFO - Epoch [18][1760/3757] lr: 1.000e-02, eta: 1 day, 18:25:57, time: 1.146, data_time: 0.104, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8320, loss_cls: 1.6609, loss: 1.6609, grad_norm: 5.4124 2021-06-17 01:09:16,455 - mmaction - INFO - Epoch [18][1780/3757] lr: 1.000e-02, eta: 1 day, 18:25:28, time: 1.145, data_time: 0.289, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8102, loss_cls: 1.6474, loss: 1.6474, grad_norm: 5.0323 2021-06-17 01:09:38,776 - mmaction - INFO - Epoch [18][1800/3757] lr: 1.000e-02, eta: 1 day, 18:24:58, time: 1.115, data_time: 0.152, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8250, loss_cls: 1.6182, loss: 1.6182, grad_norm: 5.2871 2021-06-17 01:10:03,613 - mmaction - INFO - Epoch [18][1820/3757] lr: 1.000e-02, eta: 1 day, 18:24:33, time: 1.243, data_time: 0.097, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8234, loss_cls: 1.6415, loss: 1.6415, grad_norm: 5.4191 2021-06-17 01:10:26,530 - mmaction - INFO - Epoch [18][1840/3757] lr: 1.000e-02, eta: 1 day, 18:24:04, time: 1.142, data_time: 0.004, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8242, loss_cls: 1.5790, loss: 1.5790, grad_norm: 5.0957 2021-06-17 01:10:48,689 - mmaction - INFO - Epoch [18][1860/3757] lr: 1.000e-02, eta: 1 day, 18:23:34, time: 1.109, data_time: 0.004, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8211, loss_cls: 1.6919, loss: 1.6919, grad_norm: 5.3999 2021-06-17 01:11:11,320 - mmaction - INFO - Epoch [18][1880/3757] lr: 1.000e-02, eta: 1 day, 18:23:04, time: 1.133, data_time: 0.274, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8117, loss_cls: 1.7719, loss: 1.7719, grad_norm: 5.4653 2021-06-17 01:11:33,581 - mmaction - INFO - Epoch [18][1900/3757] lr: 1.000e-02, eta: 1 day, 18:22:34, time: 1.113, data_time: 0.186, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8109, loss_cls: 1.7591, loss: 1.7591, grad_norm: 5.5120 2021-06-17 01:11:57,655 - mmaction - INFO - Epoch [18][1920/3757] lr: 1.000e-02, eta: 1 day, 18:22:08, time: 1.204, data_time: 0.182, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8281, loss_cls: 1.6504, loss: 1.6504, grad_norm: 5.2485 2021-06-17 01:12:20,801 - mmaction - INFO - Epoch [18][1940/3757] lr: 1.000e-02, eta: 1 day, 18:21:39, time: 1.157, data_time: 0.036, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8203, loss_cls: 1.6366, loss: 1.6366, grad_norm: 5.3249 2021-06-17 01:12:44,663 - mmaction - INFO - Epoch [18][1960/3757] lr: 1.000e-02, eta: 1 day, 18:21:12, time: 1.192, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8180, loss_cls: 1.6962, loss: 1.6962, grad_norm: 5.3723 2021-06-17 01:13:06,489 - mmaction - INFO - Epoch [18][1980/3757] lr: 1.000e-02, eta: 1 day, 18:20:41, time: 1.092, data_time: 0.002, memory: 7080, top1_acc: 0.5766, top5_acc: 0.7937, loss_cls: 1.8083, loss: 1.8083, grad_norm: 5.4365 2021-06-17 01:13:27,794 - mmaction - INFO - Epoch [18][2000/3757] lr: 1.000e-02, eta: 1 day, 18:20:09, time: 1.063, data_time: 0.004, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8141, loss_cls: 1.7400, loss: 1.7400, grad_norm: 5.3855 2021-06-17 01:13:50,307 - mmaction - INFO - Epoch [18][2020/3757] lr: 1.000e-02, eta: 1 day, 18:19:40, time: 1.128, data_time: 0.017, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8125, loss_cls: 1.7562, loss: 1.7562, grad_norm: 5.3231 2021-06-17 01:14:13,676 - mmaction - INFO - Epoch [18][2040/3757] lr: 1.000e-02, eta: 1 day, 18:19:12, time: 1.168, data_time: 0.063, memory: 7080, top1_acc: 0.5742, top5_acc: 0.8023, loss_cls: 1.7910, loss: 1.7910, grad_norm: 5.4186 2021-06-17 01:14:36,484 - mmaction - INFO - Epoch [18][2060/3757] lr: 1.000e-02, eta: 1 day, 18:18:43, time: 1.141, data_time: 0.257, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8172, loss_cls: 1.7113, loss: 1.7113, grad_norm: 5.1319 2021-06-17 01:14:59,837 - mmaction - INFO - Epoch [18][2080/3757] lr: 1.000e-02, eta: 1 day, 18:18:15, time: 1.166, data_time: 0.020, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8117, loss_cls: 1.7918, loss: 1.7918, grad_norm: 5.4259 2021-06-17 01:15:21,115 - mmaction - INFO - Epoch [18][2100/3757] lr: 1.000e-02, eta: 1 day, 18:17:43, time: 1.065, data_time: 0.017, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8227, loss_cls: 1.7124, loss: 1.7124, grad_norm: 5.2581 2021-06-17 01:15:44,343 - mmaction - INFO - Epoch [18][2120/3757] lr: 1.000e-02, eta: 1 day, 18:17:15, time: 1.162, data_time: 0.236, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8328, loss_cls: 1.6697, loss: 1.6697, grad_norm: 5.2784 2021-06-17 01:16:07,027 - mmaction - INFO - Epoch [18][2140/3757] lr: 1.000e-02, eta: 1 day, 18:16:46, time: 1.134, data_time: 0.314, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8039, loss_cls: 1.7389, loss: 1.7389, grad_norm: 5.4556 2021-06-17 01:16:30,357 - mmaction - INFO - Epoch [18][2160/3757] lr: 1.000e-02, eta: 1 day, 18:16:18, time: 1.166, data_time: 0.419, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8195, loss_cls: 1.6920, loss: 1.6920, grad_norm: 5.3957 2021-06-17 01:16:53,885 - mmaction - INFO - Epoch [18][2180/3757] lr: 1.000e-02, eta: 1 day, 18:15:50, time: 1.177, data_time: 0.028, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8211, loss_cls: 1.6442, loss: 1.6442, grad_norm: 5.3193 2021-06-17 01:17:15,301 - mmaction - INFO - Epoch [18][2200/3757] lr: 1.000e-02, eta: 1 day, 18:15:18, time: 1.070, data_time: 0.004, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8305, loss_cls: 1.6954, loss: 1.6954, grad_norm: 5.2826 2021-06-17 01:17:38,215 - mmaction - INFO - Epoch [18][2220/3757] lr: 1.000e-02, eta: 1 day, 18:14:50, time: 1.147, data_time: 0.019, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8070, loss_cls: 1.7045, loss: 1.7045, grad_norm: 5.3103 2021-06-17 01:18:00,691 - mmaction - INFO - Epoch [18][2240/3757] lr: 1.000e-02, eta: 1 day, 18:14:20, time: 1.123, data_time: 0.046, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8273, loss_cls: 1.6319, loss: 1.6319, grad_norm: 5.1096 2021-06-17 01:18:24,458 - mmaction - INFO - Epoch [18][2260/3757] lr: 1.000e-02, eta: 1 day, 18:13:53, time: 1.189, data_time: 0.401, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8187, loss_cls: 1.7079, loss: 1.7079, grad_norm: 5.2426 2021-06-17 01:18:46,469 - mmaction - INFO - Epoch [18][2280/3757] lr: 1.000e-02, eta: 1 day, 18:13:22, time: 1.100, data_time: 0.165, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8367, loss_cls: 1.5953, loss: 1.5953, grad_norm: 5.1354 2021-06-17 01:19:08,844 - mmaction - INFO - Epoch [18][2300/3757] lr: 1.000e-02, eta: 1 day, 18:12:53, time: 1.119, data_time: 0.199, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8164, loss_cls: 1.6834, loss: 1.6834, grad_norm: 5.2087 2021-06-17 01:19:31,685 - mmaction - INFO - Epoch [18][2320/3757] lr: 1.000e-02, eta: 1 day, 18:12:24, time: 1.142, data_time: 0.389, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8281, loss_cls: 1.6938, loss: 1.6938, grad_norm: 5.4730 2021-06-17 01:19:52,918 - mmaction - INFO - Epoch [18][2340/3757] lr: 1.000e-02, eta: 1 day, 18:11:52, time: 1.061, data_time: 0.037, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.6465, loss: 1.6465, grad_norm: 5.2953 2021-06-17 01:20:16,282 - mmaction - INFO - Epoch [18][2360/3757] lr: 1.000e-02, eta: 1 day, 18:11:24, time: 1.168, data_time: 0.004, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8289, loss_cls: 1.6097, loss: 1.6097, grad_norm: 5.4320 2021-06-17 01:20:39,719 - mmaction - INFO - Epoch [18][2380/3757] lr: 1.000e-02, eta: 1 day, 18:10:56, time: 1.173, data_time: 0.005, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8156, loss_cls: 1.6987, loss: 1.6987, grad_norm: 5.4243 2021-06-17 01:21:01,209 - mmaction - INFO - Epoch [18][2400/3757] lr: 1.000e-02, eta: 1 day, 18:10:25, time: 1.074, data_time: 0.001, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8102, loss_cls: 1.7440, loss: 1.7440, grad_norm: 5.3910 2021-06-17 01:21:25,353 - mmaction - INFO - Epoch [18][2420/3757] lr: 1.000e-02, eta: 1 day, 18:09:58, time: 1.206, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8125, loss_cls: 1.6857, loss: 1.6857, grad_norm: 5.3162 2021-06-17 01:21:48,039 - mmaction - INFO - Epoch [18][2440/3757] lr: 1.000e-02, eta: 1 day, 18:09:29, time: 1.135, data_time: 0.003, memory: 7080, top1_acc: 0.5711, top5_acc: 0.8156, loss_cls: 1.7603, loss: 1.7603, grad_norm: 5.3242 2021-06-17 01:22:10,041 - mmaction - INFO - Epoch [18][2460/3757] lr: 1.000e-02, eta: 1 day, 18:08:58, time: 1.096, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8008, loss_cls: 1.7651, loss: 1.7651, grad_norm: 5.3107 2021-06-17 01:22:34,459 - mmaction - INFO - Epoch [18][2480/3757] lr: 1.000e-02, eta: 1 day, 18:08:33, time: 1.225, data_time: 0.007, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6114, loss: 1.6114, grad_norm: 5.2626 2021-06-17 01:22:56,628 - mmaction - INFO - Epoch [18][2500/3757] lr: 1.000e-02, eta: 1 day, 18:08:02, time: 1.108, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.7992, loss_cls: 1.7571, loss: 1.7571, grad_norm: 5.5081 2021-06-17 01:23:17,363 - mmaction - INFO - Epoch [18][2520/3757] lr: 1.000e-02, eta: 1 day, 18:07:30, time: 1.037, data_time: 0.004, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8172, loss_cls: 1.6779, loss: 1.6779, grad_norm: 5.2713 2021-06-17 01:23:41,236 - mmaction - INFO - Epoch [18][2540/3757] lr: 1.000e-02, eta: 1 day, 18:07:03, time: 1.193, data_time: 0.004, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8039, loss_cls: 1.6912, loss: 1.6912, grad_norm: 5.0720 2021-06-17 01:24:03,286 - mmaction - INFO - Epoch [18][2560/3757] lr: 1.000e-02, eta: 1 day, 18:06:32, time: 1.103, data_time: 0.003, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8117, loss_cls: 1.7183, loss: 1.7183, grad_norm: 5.1825 2021-06-17 01:24:25,078 - mmaction - INFO - Epoch [18][2580/3757] lr: 1.000e-02, eta: 1 day, 18:06:02, time: 1.090, data_time: 0.037, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8195, loss_cls: 1.6998, loss: 1.6998, grad_norm: 5.3191 2021-06-17 01:24:49,308 - mmaction - INFO - Epoch [18][2600/3757] lr: 1.000e-02, eta: 1 day, 18:05:35, time: 1.206, data_time: 0.127, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8164, loss_cls: 1.6905, loss: 1.6905, grad_norm: 5.3958 2021-06-17 01:25:12,279 - mmaction - INFO - Epoch [18][2620/3757] lr: 1.000e-02, eta: 1 day, 18:05:07, time: 1.154, data_time: 0.511, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8227, loss_cls: 1.6655, loss: 1.6655, grad_norm: 5.2939 2021-06-17 01:25:34,530 - mmaction - INFO - Epoch [18][2640/3757] lr: 1.000e-02, eta: 1 day, 18:04:37, time: 1.111, data_time: 0.348, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8133, loss_cls: 1.7424, loss: 1.7424, grad_norm: 5.3897 2021-06-17 01:25:56,789 - mmaction - INFO - Epoch [18][2660/3757] lr: 1.000e-02, eta: 1 day, 18:04:07, time: 1.114, data_time: 0.274, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8203, loss_cls: 1.6828, loss: 1.6828, grad_norm: 5.2868 2021-06-17 01:26:19,289 - mmaction - INFO - Epoch [18][2680/3757] lr: 1.000e-02, eta: 1 day, 18:03:37, time: 1.125, data_time: 0.160, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8289, loss_cls: 1.6408, loss: 1.6408, grad_norm: 5.2603 2021-06-17 01:26:42,366 - mmaction - INFO - Epoch [18][2700/3757] lr: 1.000e-02, eta: 1 day, 18:03:09, time: 1.153, data_time: 0.015, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8148, loss_cls: 1.7408, loss: 1.7408, grad_norm: 5.3369 2021-06-17 01:27:05,076 - mmaction - INFO - Epoch [18][2720/3757] lr: 1.000e-02, eta: 1 day, 18:02:40, time: 1.136, data_time: 0.091, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8063, loss_cls: 1.7233, loss: 1.7233, grad_norm: 5.2555 2021-06-17 01:27:28,522 - mmaction - INFO - Epoch [18][2740/3757] lr: 1.000e-02, eta: 1 day, 18:02:12, time: 1.172, data_time: 0.069, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8117, loss_cls: 1.7286, loss: 1.7286, grad_norm: 5.2294 2021-06-17 01:27:50,222 - mmaction - INFO - Epoch [18][2760/3757] lr: 1.000e-02, eta: 1 day, 18:01:41, time: 1.086, data_time: 0.041, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8047, loss_cls: 1.7360, loss: 1.7360, grad_norm: 5.1222 2021-06-17 01:28:14,014 - mmaction - INFO - Epoch [18][2780/3757] lr: 1.000e-02, eta: 1 day, 18:01:14, time: 1.189, data_time: 0.053, memory: 7080, top1_acc: 0.5727, top5_acc: 0.7984, loss_cls: 1.7654, loss: 1.7654, grad_norm: 5.2782 2021-06-17 01:28:37,173 - mmaction - INFO - Epoch [18][2800/3757] lr: 1.000e-02, eta: 1 day, 18:00:46, time: 1.158, data_time: 0.002, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8266, loss_cls: 1.6990, loss: 1.6990, grad_norm: 5.2159 2021-06-17 01:29:00,523 - mmaction - INFO - Epoch [18][2820/3757] lr: 1.000e-02, eta: 1 day, 18:00:18, time: 1.167, data_time: 0.004, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8211, loss_cls: 1.6946, loss: 1.6946, grad_norm: 5.2462 2021-06-17 01:29:24,184 - mmaction - INFO - Epoch [18][2840/3757] lr: 1.000e-02, eta: 1 day, 17:59:51, time: 1.184, data_time: 0.003, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8211, loss_cls: 1.6612, loss: 1.6612, grad_norm: 5.2254 2021-06-17 01:29:46,816 - mmaction - INFO - Epoch [18][2860/3757] lr: 1.000e-02, eta: 1 day, 17:59:22, time: 1.132, data_time: 0.001, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8211, loss_cls: 1.7093, loss: 1.7093, grad_norm: 5.3725 2021-06-17 01:30:07,932 - mmaction - INFO - Epoch [18][2880/3757] lr: 1.000e-02, eta: 1 day, 17:58:50, time: 1.054, data_time: 0.002, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8078, loss_cls: 1.7515, loss: 1.7515, grad_norm: 5.3894 2021-06-17 01:30:32,070 - mmaction - INFO - Epoch [18][2900/3757] lr: 1.000e-02, eta: 1 day, 17:58:23, time: 1.208, data_time: 0.014, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8375, loss_cls: 1.6035, loss: 1.6035, grad_norm: 5.3639 2021-06-17 01:30:54,693 - mmaction - INFO - Epoch [18][2920/3757] lr: 1.000e-02, eta: 1 day, 17:57:54, time: 1.131, data_time: 0.080, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8203, loss_cls: 1.6434, loss: 1.6434, grad_norm: 5.3359 2021-06-17 01:31:16,417 - mmaction - INFO - Epoch [18][2940/3757] lr: 1.000e-02, eta: 1 day, 17:57:23, time: 1.085, data_time: 0.090, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8242, loss_cls: 1.6667, loss: 1.6667, grad_norm: 5.3363 2021-06-17 01:31:39,920 - mmaction - INFO - Epoch [18][2960/3757] lr: 1.000e-02, eta: 1 day, 17:56:56, time: 1.175, data_time: 0.104, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8133, loss_cls: 1.6932, loss: 1.6932, grad_norm: 5.4047 2021-06-17 01:32:01,883 - mmaction - INFO - Epoch [18][2980/3757] lr: 1.000e-02, eta: 1 day, 17:56:25, time: 1.098, data_time: 0.029, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8109, loss_cls: 1.7300, loss: 1.7300, grad_norm: 5.4582 2021-06-17 01:32:26,537 - mmaction - INFO - Epoch [18][3000/3757] lr: 1.000e-02, eta: 1 day, 17:56:00, time: 1.232, data_time: 0.005, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8187, loss_cls: 1.7299, loss: 1.7299, grad_norm: 5.3239 2021-06-17 01:32:49,640 - mmaction - INFO - Epoch [18][3020/3757] lr: 1.000e-02, eta: 1 day, 17:55:31, time: 1.155, data_time: 0.003, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8359, loss_cls: 1.6610, loss: 1.6610, grad_norm: 5.2461 2021-06-17 01:33:12,539 - mmaction - INFO - Epoch [18][3040/3757] lr: 1.000e-02, eta: 1 day, 17:55:03, time: 1.145, data_time: 0.003, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8172, loss_cls: 1.7053, loss: 1.7053, grad_norm: 5.3162 2021-06-17 01:33:36,142 - mmaction - INFO - Epoch [18][3060/3757] lr: 1.000e-02, eta: 1 day, 17:54:35, time: 1.180, data_time: 0.002, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8148, loss_cls: 1.6930, loss: 1.6930, grad_norm: 5.4154 2021-06-17 01:33:57,016 - mmaction - INFO - Epoch [18][3080/3757] lr: 1.000e-02, eta: 1 day, 17:54:03, time: 1.044, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8266, loss_cls: 1.6614, loss: 1.6614, grad_norm: 5.3413 2021-06-17 01:34:21,972 - mmaction - INFO - Epoch [18][3100/3757] lr: 1.000e-02, eta: 1 day, 17:53:38, time: 1.246, data_time: 0.109, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8055, loss_cls: 1.7240, loss: 1.7240, grad_norm: 5.3117 2021-06-17 01:34:42,478 - mmaction - INFO - Epoch [18][3120/3757] lr: 1.000e-02, eta: 1 day, 17:53:05, time: 1.027, data_time: 0.171, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8383, loss_cls: 1.6284, loss: 1.6284, grad_norm: 5.2047 2021-06-17 01:35:05,709 - mmaction - INFO - Epoch [18][3140/3757] lr: 1.000e-02, eta: 1 day, 17:52:37, time: 1.161, data_time: 0.028, memory: 7080, top1_acc: 0.5641, top5_acc: 0.8102, loss_cls: 1.7685, loss: 1.7685, grad_norm: 5.5650 2021-06-17 01:35:28,035 - mmaction - INFO - Epoch [18][3160/3757] lr: 1.000e-02, eta: 1 day, 17:52:07, time: 1.116, data_time: 0.164, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8406, loss_cls: 1.6137, loss: 1.6137, grad_norm: 5.2915 2021-06-17 01:35:50,764 - mmaction - INFO - Epoch [18][3180/3757] lr: 1.000e-02, eta: 1 day, 17:51:38, time: 1.137, data_time: 0.207, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8258, loss_cls: 1.6299, loss: 1.6299, grad_norm: 5.2502 2021-06-17 01:36:15,095 - mmaction - INFO - Epoch [18][3200/3757] lr: 1.000e-02, eta: 1 day, 17:51:12, time: 1.217, data_time: 0.057, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8242, loss_cls: 1.6117, loss: 1.6117, grad_norm: 5.2493 2021-06-17 01:36:37,524 - mmaction - INFO - Epoch [18][3220/3757] lr: 1.000e-02, eta: 1 day, 17:50:43, time: 1.121, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8125, loss_cls: 1.7307, loss: 1.7307, grad_norm: 5.2454 2021-06-17 01:36:58,417 - mmaction - INFO - Epoch [18][3240/3757] lr: 1.000e-02, eta: 1 day, 17:50:11, time: 1.045, data_time: 0.086, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8156, loss_cls: 1.7213, loss: 1.7213, grad_norm: 5.3168 2021-06-17 01:37:22,188 - mmaction - INFO - Epoch [18][3260/3757] lr: 1.000e-02, eta: 1 day, 17:49:44, time: 1.187, data_time: 0.013, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8320, loss_cls: 1.6023, loss: 1.6023, grad_norm: 5.2710 2021-06-17 01:37:45,078 - mmaction - INFO - Epoch [18][3280/3757] lr: 1.000e-02, eta: 1 day, 17:49:15, time: 1.145, data_time: 0.026, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8211, loss_cls: 1.6398, loss: 1.6398, grad_norm: 5.2892 2021-06-17 01:38:09,179 - mmaction - INFO - Epoch [18][3300/3757] lr: 1.000e-02, eta: 1 day, 17:48:48, time: 1.204, data_time: 0.002, memory: 7080, top1_acc: 0.5547, top5_acc: 0.7953, loss_cls: 1.8097, loss: 1.8097, grad_norm: 5.5186 2021-06-17 01:38:31,752 - mmaction - INFO - Epoch [18][3320/3757] lr: 1.000e-02, eta: 1 day, 17:48:19, time: 1.126, data_time: 0.003, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8117, loss_cls: 1.7662, loss: 1.7662, grad_norm: 5.3049 2021-06-17 01:38:53,815 - mmaction - INFO - Epoch [18][3340/3757] lr: 1.000e-02, eta: 1 day, 17:47:49, time: 1.105, data_time: 0.005, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8023, loss_cls: 1.7842, loss: 1.7842, grad_norm: 5.3190 2021-06-17 01:39:16,725 - mmaction - INFO - Epoch [18][3360/3757] lr: 1.000e-02, eta: 1 day, 17:47:21, time: 1.148, data_time: 0.004, memory: 7080, top1_acc: 0.5656, top5_acc: 0.8148, loss_cls: 1.7515, loss: 1.7515, grad_norm: 5.2573 2021-06-17 01:39:39,475 - mmaction - INFO - Epoch [18][3380/3757] lr: 1.000e-02, eta: 1 day, 17:46:52, time: 1.137, data_time: 0.003, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8031, loss_cls: 1.8242, loss: 1.8242, grad_norm: 5.4536 2021-06-17 01:40:02,251 - mmaction - INFO - Epoch [18][3400/3757] lr: 1.000e-02, eta: 1 day, 17:46:23, time: 1.139, data_time: 0.091, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8008, loss_cls: 1.7735, loss: 1.7735, grad_norm: 5.2152 2021-06-17 01:40:24,731 - mmaction - INFO - Epoch [18][3420/3757] lr: 1.000e-02, eta: 1 day, 17:45:53, time: 1.124, data_time: 0.044, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8109, loss_cls: 1.6880, loss: 1.6880, grad_norm: 5.2705 2021-06-17 01:40:47,458 - mmaction - INFO - Epoch [18][3440/3757] lr: 1.000e-02, eta: 1 day, 17:45:25, time: 1.136, data_time: 0.122, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8203, loss_cls: 1.7874, loss: 1.7874, grad_norm: 5.4088 2021-06-17 01:41:11,950 - mmaction - INFO - Epoch [18][3460/3757] lr: 1.000e-02, eta: 1 day, 17:44:59, time: 1.224, data_time: 0.034, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8203, loss_cls: 1.7161, loss: 1.7161, grad_norm: 5.3016 2021-06-17 01:41:34,753 - mmaction - INFO - Epoch [18][3480/3757] lr: 1.000e-02, eta: 1 day, 17:44:30, time: 1.141, data_time: 0.003, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8172, loss_cls: 1.6910, loss: 1.6910, grad_norm: 5.1683 2021-06-17 01:41:56,105 - mmaction - INFO - Epoch [18][3500/3757] lr: 1.000e-02, eta: 1 day, 17:43:59, time: 1.068, data_time: 0.066, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8367, loss_cls: 1.5984, loss: 1.5984, grad_norm: 5.1242 2021-06-17 01:42:18,358 - mmaction - INFO - Epoch [18][3520/3757] lr: 1.000e-02, eta: 1 day, 17:43:29, time: 1.112, data_time: 0.338, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8141, loss_cls: 1.6873, loss: 1.6873, grad_norm: 5.2293 2021-06-17 01:42:43,342 - mmaction - INFO - Epoch [18][3540/3757] lr: 1.000e-02, eta: 1 day, 17:43:04, time: 1.249, data_time: 0.294, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8219, loss_cls: 1.6349, loss: 1.6349, grad_norm: 5.1305 2021-06-17 01:43:08,082 - mmaction - INFO - Epoch [18][3560/3757] lr: 1.000e-02, eta: 1 day, 17:42:39, time: 1.237, data_time: 0.002, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8172, loss_cls: 1.6678, loss: 1.6678, grad_norm: 5.2491 2021-06-17 01:43:29,014 - mmaction - INFO - Epoch [18][3580/3757] lr: 1.000e-02, eta: 1 day, 17:42:07, time: 1.046, data_time: 0.005, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8258, loss_cls: 1.6707, loss: 1.6707, grad_norm: 5.1093 2021-06-17 01:43:51,761 - mmaction - INFO - Epoch [18][3600/3757] lr: 1.000e-02, eta: 1 day, 17:41:38, time: 1.137, data_time: 0.002, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8023, loss_cls: 1.7889, loss: 1.7889, grad_norm: 5.4024 2021-06-17 01:44:13,610 - mmaction - INFO - Epoch [18][3620/3757] lr: 1.000e-02, eta: 1 day, 17:41:07, time: 1.091, data_time: 0.004, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8125, loss_cls: 1.7371, loss: 1.7371, grad_norm: 5.3577 2021-06-17 01:44:36,252 - mmaction - INFO - Epoch [18][3640/3757] lr: 1.000e-02, eta: 1 day, 17:40:38, time: 1.133, data_time: 0.005, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8250, loss_cls: 1.6997, loss: 1.6997, grad_norm: 5.3285 2021-06-17 01:44:57,712 - mmaction - INFO - Epoch [18][3660/3757] lr: 1.000e-02, eta: 1 day, 17:40:07, time: 1.074, data_time: 0.003, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8117, loss_cls: 1.8030, loss: 1.8030, grad_norm: 5.5289 2021-06-17 01:45:21,661 - mmaction - INFO - Epoch [18][3680/3757] lr: 1.000e-02, eta: 1 day, 17:39:40, time: 1.193, data_time: 0.015, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8297, loss_cls: 1.6635, loss: 1.6635, grad_norm: 5.2019 2021-06-17 01:45:43,059 - mmaction - INFO - Epoch [18][3700/3757] lr: 1.000e-02, eta: 1 day, 17:39:09, time: 1.073, data_time: 0.066, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8086, loss_cls: 1.7011, loss: 1.7011, grad_norm: 5.2395 2021-06-17 01:46:06,651 - mmaction - INFO - Epoch [18][3720/3757] lr: 1.000e-02, eta: 1 day, 17:38:42, time: 1.181, data_time: 0.003, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8109, loss_cls: 1.7436, loss: 1.7436, grad_norm: 5.4177 2021-06-17 01:46:29,273 - mmaction - INFO - Epoch [18][3740/3757] lr: 1.000e-02, eta: 1 day, 17:38:13, time: 1.130, data_time: 0.139, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8352, loss_cls: 1.6953, loss: 1.6953, grad_norm: 5.4239 2021-06-17 01:46:49,950 - mmaction - INFO - Saving checkpoint at 18 epochs 2021-06-17 01:54:27,525 - mmaction - INFO - Epoch [19][20/3757] lr: 1.000e-02, eta: 1 day, 17:49:36, time: 22.827, data_time: 21.934, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8203, loss_cls: 1.6279, loss: 1.6279, grad_norm: 5.1493 2021-06-17 01:54:50,335 - mmaction - INFO - Epoch [19][40/3757] lr: 1.000e-02, eta: 1 day, 17:49:07, time: 1.147, data_time: 0.249, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8453, loss_cls: 1.5532, loss: 1.5532, grad_norm: 4.9775 2021-06-17 01:55:11,838 - mmaction - INFO - Epoch [19][60/3757] lr: 1.000e-02, eta: 1 day, 17:48:36, time: 1.074, data_time: 0.302, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8266, loss_cls: 1.5753, loss: 1.5753, grad_norm: 5.2806 2021-06-17 01:55:34,627 - mmaction - INFO - Epoch [19][80/3757] lr: 1.000e-02, eta: 1 day, 17:48:07, time: 1.140, data_time: 0.474, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8297, loss_cls: 1.6139, loss: 1.6139, grad_norm: 5.4254 2021-06-17 01:55:56,958 - mmaction - INFO - Epoch [19][100/3757] lr: 1.000e-02, eta: 1 day, 17:47:37, time: 1.117, data_time: 0.354, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8258, loss_cls: 1.6151, loss: 1.6151, grad_norm: 5.3129 2021-06-17 01:56:20,147 - mmaction - INFO - Epoch [19][120/3757] lr: 1.000e-02, eta: 1 day, 17:47:09, time: 1.159, data_time: 0.129, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8234, loss_cls: 1.6432, loss: 1.6432, grad_norm: 5.2857 2021-06-17 01:56:43,046 - mmaction - INFO - Epoch [19][140/3757] lr: 1.000e-02, eta: 1 day, 17:46:40, time: 1.145, data_time: 0.135, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8328, loss_cls: 1.5553, loss: 1.5553, grad_norm: 5.1841 2021-06-17 01:57:04,656 - mmaction - INFO - Epoch [19][160/3757] lr: 1.000e-02, eta: 1 day, 17:46:08, time: 1.075, data_time: 0.002, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8297, loss_cls: 1.6071, loss: 1.6071, grad_norm: 5.2586 2021-06-17 01:57:28,224 - mmaction - INFO - Epoch [19][180/3757] lr: 1.000e-02, eta: 1 day, 17:45:41, time: 1.185, data_time: 0.007, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8398, loss_cls: 1.6385, loss: 1.6385, grad_norm: 5.4132 2021-06-17 01:57:50,926 - mmaction - INFO - Epoch [19][200/3757] lr: 1.000e-02, eta: 1 day, 17:45:12, time: 1.133, data_time: 0.025, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8172, loss_cls: 1.6690, loss: 1.6690, grad_norm: 5.2849 2021-06-17 01:58:14,470 - mmaction - INFO - Epoch [19][220/3757] lr: 1.000e-02, eta: 1 day, 17:44:43, time: 1.160, data_time: 0.208, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8187, loss_cls: 1.7207, loss: 1.7207, grad_norm: 5.4931 2021-06-17 01:58:37,840 - mmaction - INFO - Epoch [19][240/3757] lr: 1.000e-02, eta: 1 day, 17:44:16, time: 1.188, data_time: 0.035, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8219, loss_cls: 1.7281, loss: 1.7281, grad_norm: 5.4884 2021-06-17 01:59:00,922 - mmaction - INFO - Epoch [19][260/3757] lr: 1.000e-02, eta: 1 day, 17:43:47, time: 1.154, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8359, loss_cls: 1.6380, loss: 1.6380, grad_norm: 5.1859 2021-06-17 01:59:23,970 - mmaction - INFO - Epoch [19][280/3757] lr: 1.000e-02, eta: 1 day, 17:43:19, time: 1.152, data_time: 0.003, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8242, loss_cls: 1.6776, loss: 1.6776, grad_norm: 5.4005 2021-06-17 01:59:45,154 - mmaction - INFO - Epoch [19][300/3757] lr: 1.000e-02, eta: 1 day, 17:42:47, time: 1.059, data_time: 0.063, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8180, loss_cls: 1.6390, loss: 1.6390, grad_norm: 5.1874 2021-06-17 02:00:09,347 - mmaction - INFO - Epoch [19][320/3757] lr: 1.000e-02, eta: 1 day, 17:42:21, time: 1.210, data_time: 0.189, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8180, loss_cls: 1.6430, loss: 1.6430, grad_norm: 5.4091 2021-06-17 02:00:32,268 - mmaction - INFO - Epoch [19][340/3757] lr: 1.000e-02, eta: 1 day, 17:41:52, time: 1.144, data_time: 0.129, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.7212, loss: 1.7212, grad_norm: 5.4367 2021-06-17 02:00:55,690 - mmaction - INFO - Epoch [19][360/3757] lr: 1.000e-02, eta: 1 day, 17:41:24, time: 1.172, data_time: 0.183, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8039, loss_cls: 1.7446, loss: 1.7446, grad_norm: 5.5107 2021-06-17 02:01:17,509 - mmaction - INFO - Epoch [19][380/3757] lr: 1.000e-02, eta: 1 day, 17:40:53, time: 1.092, data_time: 0.254, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8117, loss_cls: 1.6876, loss: 1.6876, grad_norm: 5.0990 2021-06-17 02:01:40,195 - mmaction - INFO - Epoch [19][400/3757] lr: 1.000e-02, eta: 1 day, 17:40:24, time: 1.134, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8320, loss_cls: 1.6101, loss: 1.6101, grad_norm: 5.0597 2021-06-17 02:02:02,486 - mmaction - INFO - Epoch [19][420/3757] lr: 1.000e-02, eta: 1 day, 17:39:54, time: 1.115, data_time: 0.040, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8398, loss_cls: 1.6035, loss: 1.6035, grad_norm: 5.2724 2021-06-17 02:02:25,273 - mmaction - INFO - Epoch [19][440/3757] lr: 1.000e-02, eta: 1 day, 17:39:25, time: 1.140, data_time: 0.031, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8125, loss_cls: 1.6468, loss: 1.6468, grad_norm: 5.2312 2021-06-17 02:02:48,290 - mmaction - INFO - Epoch [19][460/3757] lr: 1.000e-02, eta: 1 day, 17:38:56, time: 1.150, data_time: 0.042, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.5562, loss: 1.5562, grad_norm: 5.1905 2021-06-17 02:03:12,335 - mmaction - INFO - Epoch [19][480/3757] lr: 1.000e-02, eta: 1 day, 17:38:30, time: 1.202, data_time: 0.184, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8227, loss_cls: 1.6783, loss: 1.6783, grad_norm: 5.3027 2021-06-17 02:03:35,343 - mmaction - INFO - Epoch [19][500/3757] lr: 1.000e-02, eta: 1 day, 17:38:01, time: 1.152, data_time: 0.072, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8250, loss_cls: 1.6420, loss: 1.6420, grad_norm: 5.3201 2021-06-17 02:03:57,393 - mmaction - INFO - Epoch [19][520/3757] lr: 1.000e-02, eta: 1 day, 17:37:31, time: 1.102, data_time: 0.001, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8383, loss_cls: 1.5807, loss: 1.5807, grad_norm: 5.2736 2021-06-17 02:04:21,622 - mmaction - INFO - Epoch [19][540/3757] lr: 1.000e-02, eta: 1 day, 17:37:04, time: 1.211, data_time: 0.001, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8281, loss_cls: 1.6491, loss: 1.6491, grad_norm: 5.3701 2021-06-17 02:04:43,518 - mmaction - INFO - Epoch [19][560/3757] lr: 1.000e-02, eta: 1 day, 17:36:34, time: 1.094, data_time: 0.002, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8195, loss_cls: 1.7361, loss: 1.7361, grad_norm: 5.5489 2021-06-17 02:05:05,942 - mmaction - INFO - Epoch [19][580/3757] lr: 1.000e-02, eta: 1 day, 17:36:04, time: 1.122, data_time: 0.002, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8289, loss_cls: 1.6459, loss: 1.6459, grad_norm: 5.3138 2021-06-17 02:05:30,418 - mmaction - INFO - Epoch [19][600/3757] lr: 1.000e-02, eta: 1 day, 17:35:38, time: 1.222, data_time: 0.004, memory: 7080, top1_acc: 0.5820, top5_acc: 0.7961, loss_cls: 1.7825, loss: 1.7825, grad_norm: 5.3981 2021-06-17 02:05:52,907 - mmaction - INFO - Epoch [19][620/3757] lr: 1.000e-02, eta: 1 day, 17:35:09, time: 1.127, data_time: 0.004, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8242, loss_cls: 1.6643, loss: 1.6643, grad_norm: 5.4835 2021-06-17 02:06:15,477 - mmaction - INFO - Epoch [19][640/3757] lr: 1.000e-02, eta: 1 day, 17:34:39, time: 1.128, data_time: 0.001, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8297, loss_cls: 1.6799, loss: 1.6799, grad_norm: 5.4515 2021-06-17 02:06:37,392 - mmaction - INFO - Epoch [19][660/3757] lr: 1.000e-02, eta: 1 day, 17:34:09, time: 1.095, data_time: 0.029, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8406, loss_cls: 1.5568, loss: 1.5568, grad_norm: 5.2896 2021-06-17 02:07:00,720 - mmaction - INFO - Epoch [19][680/3757] lr: 1.000e-02, eta: 1 day, 17:33:41, time: 1.166, data_time: 0.121, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8125, loss_cls: 1.6819, loss: 1.6819, grad_norm: 5.3776 2021-06-17 02:07:23,070 - mmaction - INFO - Epoch [19][700/3757] lr: 1.000e-02, eta: 1 day, 17:33:11, time: 1.117, data_time: 0.051, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8313, loss_cls: 1.6092, loss: 1.6092, grad_norm: 5.1013 2021-06-17 02:07:45,925 - mmaction - INFO - Epoch [19][720/3757] lr: 1.000e-02, eta: 1 day, 17:32:42, time: 1.144, data_time: 0.159, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8133, loss_cls: 1.6716, loss: 1.6716, grad_norm: 5.3524 2021-06-17 02:08:09,676 - mmaction - INFO - Epoch [19][740/3757] lr: 1.000e-02, eta: 1 day, 17:32:15, time: 1.184, data_time: 0.205, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8172, loss_cls: 1.6753, loss: 1.6753, grad_norm: 5.3814 2021-06-17 02:08:32,684 - mmaction - INFO - Epoch [19][760/3757] lr: 1.000e-02, eta: 1 day, 17:31:46, time: 1.153, data_time: 0.081, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8211, loss_cls: 1.6063, loss: 1.6063, grad_norm: 5.3256 2021-06-17 02:08:56,312 - mmaction - INFO - Epoch [19][780/3757] lr: 1.000e-02, eta: 1 day, 17:31:19, time: 1.182, data_time: 0.013, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8352, loss_cls: 1.6539, loss: 1.6539, grad_norm: 5.3657 2021-06-17 02:09:17,411 - mmaction - INFO - Epoch [19][800/3757] lr: 1.000e-02, eta: 1 day, 17:30:47, time: 1.054, data_time: 0.002, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8125, loss_cls: 1.7790, loss: 1.7790, grad_norm: 5.4002 2021-06-17 02:09:38,365 - mmaction - INFO - Epoch [19][820/3757] lr: 1.000e-02, eta: 1 day, 17:30:15, time: 1.045, data_time: 0.012, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8414, loss_cls: 1.6088, loss: 1.6088, grad_norm: 5.3657 2021-06-17 02:10:00,622 - mmaction - INFO - Epoch [19][840/3757] lr: 1.000e-02, eta: 1 day, 17:29:45, time: 1.116, data_time: 0.069, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8125, loss_cls: 1.6532, loss: 1.6532, grad_norm: 5.4931 2021-06-17 02:10:24,691 - mmaction - INFO - Epoch [19][860/3757] lr: 1.000e-02, eta: 1 day, 17:29:18, time: 1.200, data_time: 0.292, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8070, loss_cls: 1.7074, loss: 1.7074, grad_norm: 5.2696 2021-06-17 02:10:47,048 - mmaction - INFO - Epoch [19][880/3757] lr: 1.000e-02, eta: 1 day, 17:28:49, time: 1.122, data_time: 0.235, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8328, loss_cls: 1.6586, loss: 1.6586, grad_norm: 5.2708 2021-06-17 02:11:09,350 - mmaction - INFO - Epoch [19][900/3757] lr: 1.000e-02, eta: 1 day, 17:28:19, time: 1.114, data_time: 0.282, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8266, loss_cls: 1.6415, loss: 1.6415, grad_norm: 5.1226 2021-06-17 02:11:32,834 - mmaction - INFO - Epoch [19][920/3757] lr: 1.000e-02, eta: 1 day, 17:27:51, time: 1.174, data_time: 0.104, memory: 7080, top1_acc: 0.5695, top5_acc: 0.8125, loss_cls: 1.7436, loss: 1.7436, grad_norm: 5.4419 2021-06-17 02:11:55,551 - mmaction - INFO - Epoch [19][940/3757] lr: 1.000e-02, eta: 1 day, 17:27:22, time: 1.135, data_time: 0.105, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8359, loss_cls: 1.5977, loss: 1.5977, grad_norm: 5.3511 2021-06-17 02:12:18,783 - mmaction - INFO - Epoch [19][960/3757] lr: 1.000e-02, eta: 1 day, 17:26:54, time: 1.162, data_time: 0.243, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8219, loss_cls: 1.6276, loss: 1.6276, grad_norm: 5.4219 2021-06-17 02:12:40,154 - mmaction - INFO - Epoch [19][980/3757] lr: 1.000e-02, eta: 1 day, 17:26:23, time: 1.067, data_time: 0.150, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8187, loss_cls: 1.6816, loss: 1.6816, grad_norm: 5.4679 2021-06-17 02:13:02,699 - mmaction - INFO - Epoch [19][1000/3757] lr: 1.000e-02, eta: 1 day, 17:25:53, time: 1.129, data_time: 0.383, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8414, loss_cls: 1.6309, loss: 1.6309, grad_norm: 5.2093 2021-06-17 02:13:25,346 - mmaction - INFO - Epoch [19][1020/3757] lr: 1.000e-02, eta: 1 day, 17:25:24, time: 1.132, data_time: 0.332, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8180, loss_cls: 1.7011, loss: 1.7011, grad_norm: 5.4763 2021-06-17 02:13:47,697 - mmaction - INFO - Epoch [19][1040/3757] lr: 1.000e-02, eta: 1 day, 17:24:54, time: 1.117, data_time: 0.388, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8336, loss_cls: 1.6028, loss: 1.6028, grad_norm: 5.1735 2021-06-17 02:14:10,832 - mmaction - INFO - Epoch [19][1060/3757] lr: 1.000e-02, eta: 1 day, 17:24:26, time: 1.156, data_time: 0.083, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8133, loss_cls: 1.7169, loss: 1.7169, grad_norm: 5.3346 2021-06-17 02:14:34,836 - mmaction - INFO - Epoch [19][1080/3757] lr: 1.000e-02, eta: 1 day, 17:23:59, time: 1.201, data_time: 0.055, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8352, loss_cls: 1.6289, loss: 1.6289, grad_norm: 5.1596 2021-06-17 02:14:57,575 - mmaction - INFO - Epoch [19][1100/3757] lr: 1.000e-02, eta: 1 day, 17:23:30, time: 1.137, data_time: 0.020, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8133, loss_cls: 1.6864, loss: 1.6864, grad_norm: 5.3584 2021-06-17 02:15:21,129 - mmaction - INFO - Epoch [19][1120/3757] lr: 1.000e-02, eta: 1 day, 17:23:03, time: 1.176, data_time: 0.131, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8273, loss_cls: 1.6234, loss: 1.6234, grad_norm: 5.2652 2021-06-17 02:15:42,796 - mmaction - INFO - Epoch [19][1140/3757] lr: 1.000e-02, eta: 1 day, 17:22:32, time: 1.083, data_time: 0.193, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8406, loss_cls: 1.5998, loss: 1.5998, grad_norm: 5.2390 2021-06-17 02:16:04,991 - mmaction - INFO - Epoch [19][1160/3757] lr: 1.000e-02, eta: 1 day, 17:22:02, time: 1.112, data_time: 0.317, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.5750, loss: 1.5750, grad_norm: 5.2276 2021-06-17 02:16:27,437 - mmaction - INFO - Epoch [19][1180/3757] lr: 1.000e-02, eta: 1 day, 17:21:33, time: 1.119, data_time: 0.356, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8133, loss_cls: 1.7296, loss: 1.7296, grad_norm: 5.3905 2021-06-17 02:16:50,136 - mmaction - INFO - Epoch [19][1200/3757] lr: 1.000e-02, eta: 1 day, 17:21:04, time: 1.139, data_time: 0.005, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8117, loss_cls: 1.6926, loss: 1.6926, grad_norm: 5.2401 2021-06-17 02:17:12,410 - mmaction - INFO - Epoch [19][1220/3757] lr: 1.000e-02, eta: 1 day, 17:20:34, time: 1.112, data_time: 0.002, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8281, loss_cls: 1.6486, loss: 1.6486, grad_norm: 5.3265 2021-06-17 02:17:34,334 - mmaction - INFO - Epoch [19][1240/3757] lr: 1.000e-02, eta: 1 day, 17:20:04, time: 1.098, data_time: 0.003, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8227, loss_cls: 1.6384, loss: 1.6384, grad_norm: 5.3540 2021-06-17 02:17:56,850 - mmaction - INFO - Epoch [19][1260/3757] lr: 1.000e-02, eta: 1 day, 17:19:34, time: 1.126, data_time: 0.010, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8148, loss_cls: 1.7127, loss: 1.7127, grad_norm: 5.3787 2021-06-17 02:18:20,459 - mmaction - INFO - Epoch [19][1280/3757] lr: 1.000e-02, eta: 1 day, 17:19:07, time: 1.180, data_time: 0.009, memory: 7080, top1_acc: 0.6242, top5_acc: 0.8297, loss_cls: 1.5765, loss: 1.5765, grad_norm: 5.1460 2021-06-17 02:18:42,685 - mmaction - INFO - Epoch [19][1300/3757] lr: 1.000e-02, eta: 1 day, 17:18:37, time: 1.112, data_time: 0.006, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8406, loss_cls: 1.6573, loss: 1.6573, grad_norm: 5.3633 2021-06-17 02:19:04,790 - mmaction - INFO - Epoch [19][1320/3757] lr: 1.000e-02, eta: 1 day, 17:18:07, time: 1.105, data_time: 0.168, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8281, loss_cls: 1.6088, loss: 1.6088, grad_norm: 5.3080 2021-06-17 02:19:27,509 - mmaction - INFO - Epoch [19][1340/3757] lr: 1.000e-02, eta: 1 day, 17:17:38, time: 1.136, data_time: 0.194, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8187, loss_cls: 1.6271, loss: 1.6271, grad_norm: 5.3287 2021-06-17 02:19:50,474 - mmaction - INFO - Epoch [19][1360/3757] lr: 1.000e-02, eta: 1 day, 17:17:10, time: 1.149, data_time: 0.239, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8297, loss_cls: 1.6870, loss: 1.6870, grad_norm: 5.3801 2021-06-17 02:20:14,164 - mmaction - INFO - Epoch [19][1380/3757] lr: 1.000e-02, eta: 1 day, 17:16:42, time: 1.181, data_time: 0.054, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8336, loss_cls: 1.6196, loss: 1.6196, grad_norm: 5.2287 2021-06-17 02:20:37,298 - mmaction - INFO - Epoch [19][1400/3757] lr: 1.000e-02, eta: 1 day, 17:16:14, time: 1.158, data_time: 0.040, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8328, loss_cls: 1.6744, loss: 1.6744, grad_norm: 5.4194 2021-06-17 02:20:59,825 - mmaction - INFO - Epoch [19][1420/3757] lr: 1.000e-02, eta: 1 day, 17:15:45, time: 1.128, data_time: 0.213, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8258, loss_cls: 1.7195, loss: 1.7195, grad_norm: 5.4884 2021-06-17 02:21:23,149 - mmaction - INFO - Epoch [19][1440/3757] lr: 1.000e-02, eta: 1 day, 17:15:17, time: 1.166, data_time: 0.086, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8039, loss_cls: 1.7237, loss: 1.7237, grad_norm: 5.3982 2021-06-17 02:21:45,303 - mmaction - INFO - Epoch [19][1460/3757] lr: 1.000e-02, eta: 1 day, 17:14:47, time: 1.108, data_time: 0.008, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8187, loss_cls: 1.6871, loss: 1.6871, grad_norm: 5.2219 2021-06-17 02:22:08,639 - mmaction - INFO - Epoch [19][1480/3757] lr: 1.000e-02, eta: 1 day, 17:14:19, time: 1.165, data_time: 0.002, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8102, loss_cls: 1.6879, loss: 1.6879, grad_norm: 5.3562 2021-06-17 02:22:31,223 - mmaction - INFO - Epoch [19][1500/3757] lr: 1.000e-02, eta: 1 day, 17:13:50, time: 1.131, data_time: 0.011, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8164, loss_cls: 1.6480, loss: 1.6480, grad_norm: 5.2929 2021-06-17 02:22:55,485 - mmaction - INFO - Epoch [19][1520/3757] lr: 1.000e-02, eta: 1 day, 17:13:24, time: 1.214, data_time: 0.111, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8172, loss_cls: 1.7655, loss: 1.7655, grad_norm: 5.4164 2021-06-17 02:23:17,677 - mmaction - INFO - Epoch [19][1540/3757] lr: 1.000e-02, eta: 1 day, 17:12:54, time: 1.108, data_time: 0.001, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8016, loss_cls: 1.7603, loss: 1.7603, grad_norm: 5.3741 2021-06-17 02:23:41,524 - mmaction - INFO - Epoch [19][1560/3757] lr: 1.000e-02, eta: 1 day, 17:12:27, time: 1.193, data_time: 0.009, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8383, loss_cls: 1.5992, loss: 1.5992, grad_norm: 5.1759 2021-06-17 02:24:03,273 - mmaction - INFO - Epoch [19][1580/3757] lr: 1.000e-02, eta: 1 day, 17:11:56, time: 1.089, data_time: 0.028, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8227, loss_cls: 1.6480, loss: 1.6480, grad_norm: 5.3800 2021-06-17 02:24:25,870 - mmaction - INFO - Epoch [19][1600/3757] lr: 1.000e-02, eta: 1 day, 17:11:27, time: 1.129, data_time: 0.029, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.5990, loss: 1.5990, grad_norm: 5.2810 2021-06-17 02:24:49,167 - mmaction - INFO - Epoch [19][1620/3757] lr: 1.000e-02, eta: 1 day, 17:10:59, time: 1.164, data_time: 0.278, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8258, loss_cls: 1.6289, loss: 1.6289, grad_norm: 5.3785 2021-06-17 02:25:11,638 - mmaction - INFO - Epoch [19][1640/3757] lr: 1.000e-02, eta: 1 day, 17:10:30, time: 1.124, data_time: 0.117, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8187, loss_cls: 1.6998, loss: 1.6998, grad_norm: 5.3595 2021-06-17 02:25:35,282 - mmaction - INFO - Epoch [19][1660/3757] lr: 1.000e-02, eta: 1 day, 17:10:02, time: 1.182, data_time: 0.140, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8219, loss_cls: 1.7000, loss: 1.7000, grad_norm: 5.5064 2021-06-17 02:25:55,660 - mmaction - INFO - Epoch [19][1680/3757] lr: 1.000e-02, eta: 1 day, 17:09:30, time: 1.019, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8297, loss_cls: 1.6506, loss: 1.6506, grad_norm: 5.2243 2021-06-17 02:26:19,469 - mmaction - INFO - Epoch [19][1700/3757] lr: 1.000e-02, eta: 1 day, 17:09:03, time: 1.191, data_time: 0.079, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8203, loss_cls: 1.6686, loss: 1.6686, grad_norm: 5.2795 2021-06-17 02:26:41,606 - mmaction - INFO - Epoch [19][1720/3757] lr: 1.000e-02, eta: 1 day, 17:08:33, time: 1.107, data_time: 0.014, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8141, loss_cls: 1.6968, loss: 1.6968, grad_norm: 5.3034 2021-06-17 02:27:05,941 - mmaction - INFO - Epoch [19][1740/3757] lr: 1.000e-02, eta: 1 day, 17:08:07, time: 1.216, data_time: 0.014, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8320, loss_cls: 1.6596, loss: 1.6596, grad_norm: 5.1587 2021-06-17 02:27:27,764 - mmaction - INFO - Epoch [19][1760/3757] lr: 1.000e-02, eta: 1 day, 17:07:36, time: 1.085, data_time: 0.004, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8109, loss_cls: 1.7059, loss: 1.7059, grad_norm: 5.3991 2021-06-17 02:27:49,846 - mmaction - INFO - Epoch [19][1780/3757] lr: 1.000e-02, eta: 1 day, 17:07:06, time: 1.110, data_time: 0.008, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8187, loss_cls: 1.7011, loss: 1.7011, grad_norm: 5.4361 2021-06-17 02:28:12,186 - mmaction - INFO - Epoch [19][1800/3757] lr: 1.000e-02, eta: 1 day, 17:06:37, time: 1.118, data_time: 0.003, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8297, loss_cls: 1.6228, loss: 1.6228, grad_norm: 5.1642 2021-06-17 02:28:34,707 - mmaction - INFO - Epoch [19][1820/3757] lr: 1.000e-02, eta: 1 day, 17:06:07, time: 1.126, data_time: 0.069, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8156, loss_cls: 1.6954, loss: 1.6954, grad_norm: 5.2877 2021-06-17 02:28:57,243 - mmaction - INFO - Epoch [19][1840/3757] lr: 1.000e-02, eta: 1 day, 17:05:38, time: 1.127, data_time: 0.022, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8187, loss_cls: 1.6744, loss: 1.6744, grad_norm: 5.1694 2021-06-17 02:29:21,079 - mmaction - INFO - Epoch [19][1860/3757] lr: 1.000e-02, eta: 1 day, 17:05:11, time: 1.192, data_time: 0.003, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8367, loss_cls: 1.6603, loss: 1.6603, grad_norm: 5.3352 2021-06-17 02:29:43,878 - mmaction - INFO - Epoch [19][1880/3757] lr: 1.000e-02, eta: 1 day, 17:04:42, time: 1.138, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8133, loss_cls: 1.7104, loss: 1.7104, grad_norm: 5.4139 2021-06-17 02:30:07,068 - mmaction - INFO - Epoch [19][1900/3757] lr: 1.000e-02, eta: 1 day, 17:04:14, time: 1.161, data_time: 0.022, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8141, loss_cls: 1.6869, loss: 1.6869, grad_norm: 5.3640 2021-06-17 02:30:30,280 - mmaction - INFO - Epoch [19][1920/3757] lr: 1.000e-02, eta: 1 day, 17:03:46, time: 1.161, data_time: 0.002, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8383, loss_cls: 1.5466, loss: 1.5466, grad_norm: 5.0276 2021-06-17 02:30:54,407 - mmaction - INFO - Epoch [19][1940/3757] lr: 1.000e-02, eta: 1 day, 17:03:20, time: 1.206, data_time: 0.001, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8422, loss_cls: 1.6143, loss: 1.6143, grad_norm: 5.3155 2021-06-17 02:31:16,292 - mmaction - INFO - Epoch [19][1960/3757] lr: 1.000e-02, eta: 1 day, 17:02:50, time: 1.094, data_time: 0.003, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8133, loss_cls: 1.7052, loss: 1.7052, grad_norm: 5.3569 2021-06-17 02:31:38,749 - mmaction - INFO - Epoch [19][1980/3757] lr: 1.000e-02, eta: 1 day, 17:02:20, time: 1.123, data_time: 0.002, memory: 7080, top1_acc: 0.5664, top5_acc: 0.8063, loss_cls: 1.7306, loss: 1.7306, grad_norm: 5.4935 2021-06-17 02:32:02,842 - mmaction - INFO - Epoch [19][2000/3757] lr: 1.000e-02, eta: 1 day, 17:01:54, time: 1.205, data_time: 0.002, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8125, loss_cls: 1.7059, loss: 1.7059, grad_norm: 5.3208 2021-06-17 02:32:24,124 - mmaction - INFO - Epoch [19][2020/3757] lr: 1.000e-02, eta: 1 day, 17:01:23, time: 1.064, data_time: 0.001, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8320, loss_cls: 1.6564, loss: 1.6564, grad_norm: 5.3707 2021-06-17 02:32:45,401 - mmaction - INFO - Epoch [19][2040/3757] lr: 1.000e-02, eta: 1 day, 17:00:51, time: 1.064, data_time: 0.002, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8063, loss_cls: 1.6814, loss: 1.6814, grad_norm: 5.4221 2021-06-17 02:33:08,520 - mmaction - INFO - Epoch [19][2060/3757] lr: 1.000e-02, eta: 1 day, 17:00:23, time: 1.155, data_time: 0.001, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8297, loss_cls: 1.6664, loss: 1.6664, grad_norm: 5.2380 2021-06-17 02:33:30,958 - mmaction - INFO - Epoch [19][2080/3757] lr: 1.000e-02, eta: 1 day, 16:59:54, time: 1.123, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8305, loss_cls: 1.5846, loss: 1.5846, grad_norm: 5.0441 2021-06-17 02:33:53,392 - mmaction - INFO - Epoch [19][2100/3757] lr: 1.000e-02, eta: 1 day, 16:59:25, time: 1.121, data_time: 0.179, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8344, loss_cls: 1.6239, loss: 1.6239, grad_norm: 5.3010 2021-06-17 02:34:15,835 - mmaction - INFO - Epoch [19][2120/3757] lr: 1.000e-02, eta: 1 day, 16:58:55, time: 1.120, data_time: 0.256, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8195, loss_cls: 1.6082, loss: 1.6082, grad_norm: 5.3399 2021-06-17 02:34:38,946 - mmaction - INFO - Epoch [19][2140/3757] lr: 1.000e-02, eta: 1 day, 16:58:27, time: 1.158, data_time: 0.129, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8234, loss_cls: 1.6460, loss: 1.6460, grad_norm: 5.3104 2021-06-17 02:35:01,687 - mmaction - INFO - Epoch [19][2160/3757] lr: 1.000e-02, eta: 1 day, 16:57:58, time: 1.136, data_time: 0.016, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8359, loss_cls: 1.6168, loss: 1.6168, grad_norm: 5.2616 2021-06-17 02:35:26,561 - mmaction - INFO - Epoch [19][2180/3757] lr: 1.000e-02, eta: 1 day, 16:57:33, time: 1.244, data_time: 0.118, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8289, loss_cls: 1.6976, loss: 1.6976, grad_norm: 5.4996 2021-06-17 02:35:48,645 - mmaction - INFO - Epoch [19][2200/3757] lr: 1.000e-02, eta: 1 day, 16:57:03, time: 1.103, data_time: 0.020, memory: 7080, top1_acc: 0.5586, top5_acc: 0.8141, loss_cls: 1.7238, loss: 1.7238, grad_norm: 5.3445 2021-06-17 02:36:10,955 - mmaction - INFO - Epoch [19][2220/3757] lr: 1.000e-02, eta: 1 day, 16:56:34, time: 1.112, data_time: 0.065, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8203, loss_cls: 1.6943, loss: 1.6943, grad_norm: 5.3711 2021-06-17 02:36:33,042 - mmaction - INFO - Epoch [19][2240/3757] lr: 1.000e-02, eta: 1 day, 16:56:04, time: 1.108, data_time: 0.041, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8344, loss_cls: 1.6367, loss: 1.6367, grad_norm: 5.3015 2021-06-17 02:36:56,691 - mmaction - INFO - Epoch [19][2260/3757] lr: 1.000e-02, eta: 1 day, 16:55:37, time: 1.183, data_time: 0.349, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.6605, loss: 1.6605, grad_norm: 5.5006 2021-06-17 02:37:19,238 - mmaction - INFO - Epoch [19][2280/3757] lr: 1.000e-02, eta: 1 day, 16:55:08, time: 1.127, data_time: 0.150, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8203, loss_cls: 1.7485, loss: 1.7485, grad_norm: 5.3711 2021-06-17 02:37:41,921 - mmaction - INFO - Epoch [19][2300/3757] lr: 1.000e-02, eta: 1 day, 16:54:39, time: 1.135, data_time: 0.005, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8180, loss_cls: 1.6886, loss: 1.6886, grad_norm: 5.2683 2021-06-17 02:38:04,551 - mmaction - INFO - Epoch [19][2320/3757] lr: 1.000e-02, eta: 1 day, 16:54:10, time: 1.130, data_time: 0.006, memory: 7080, top1_acc: 0.5727, top5_acc: 0.7937, loss_cls: 1.7682, loss: 1.7682, grad_norm: 5.2805 2021-06-17 02:38:28,240 - mmaction - INFO - Epoch [19][2340/3757] lr: 1.000e-02, eta: 1 day, 16:53:43, time: 1.185, data_time: 0.002, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8070, loss_cls: 1.7269, loss: 1.7269, grad_norm: 5.2505 2021-06-17 02:38:50,919 - mmaction - INFO - Epoch [19][2360/3757] lr: 1.000e-02, eta: 1 day, 16:53:14, time: 1.134, data_time: 0.058, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8359, loss_cls: 1.6538, loss: 1.6538, grad_norm: 5.3300 2021-06-17 02:39:12,993 - mmaction - INFO - Epoch [19][2380/3757] lr: 1.000e-02, eta: 1 day, 16:52:44, time: 1.104, data_time: 0.002, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8313, loss_cls: 1.6285, loss: 1.6285, grad_norm: 5.2188 2021-06-17 02:39:35,895 - mmaction - INFO - Epoch [19][2400/3757] lr: 1.000e-02, eta: 1 day, 16:52:16, time: 1.145, data_time: 0.001, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8297, loss_cls: 1.6530, loss: 1.6530, grad_norm: 5.2170 2021-06-17 02:39:57,594 - mmaction - INFO - Epoch [19][2420/3757] lr: 1.000e-02, eta: 1 day, 16:51:45, time: 1.084, data_time: 0.005, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8336, loss_cls: 1.6973, loss: 1.6973, grad_norm: 5.4272 2021-06-17 02:40:21,087 - mmaction - INFO - Epoch [19][2440/3757] lr: 1.000e-02, eta: 1 day, 16:51:18, time: 1.174, data_time: 0.002, memory: 7080, top1_acc: 0.5617, top5_acc: 0.8141, loss_cls: 1.7669, loss: 1.7669, grad_norm: 5.4183 2021-06-17 02:40:44,109 - mmaction - INFO - Epoch [19][2460/3757] lr: 1.000e-02, eta: 1 day, 16:50:49, time: 1.153, data_time: 0.050, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8180, loss_cls: 1.6855, loss: 1.6855, grad_norm: 5.3385 2021-06-17 02:41:05,269 - mmaction - INFO - Epoch [19][2480/3757] lr: 1.000e-02, eta: 1 day, 16:50:18, time: 1.054, data_time: 0.394, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.7072, loss: 1.7072, grad_norm: 5.2342 2021-06-17 02:41:28,093 - mmaction - INFO - Epoch [19][2500/3757] lr: 1.000e-02, eta: 1 day, 16:49:49, time: 1.144, data_time: 0.255, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8305, loss_cls: 1.6110, loss: 1.6110, grad_norm: 5.1412 2021-06-17 02:41:51,492 - mmaction - INFO - Epoch [19][2520/3757] lr: 1.000e-02, eta: 1 day, 16:49:22, time: 1.170, data_time: 0.291, memory: 7080, top1_acc: 0.6023, top5_acc: 0.8164, loss_cls: 1.6869, loss: 1.6869, grad_norm: 5.2405 2021-06-17 02:42:13,476 - mmaction - INFO - Epoch [19][2540/3757] lr: 1.000e-02, eta: 1 day, 16:48:52, time: 1.099, data_time: 0.035, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8289, loss_cls: 1.5741, loss: 1.5741, grad_norm: 5.1147 2021-06-17 02:42:36,005 - mmaction - INFO - Epoch [19][2560/3757] lr: 1.000e-02, eta: 1 day, 16:48:23, time: 1.126, data_time: 0.218, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8234, loss_cls: 1.7091, loss: 1.7091, grad_norm: 5.3901 2021-06-17 02:42:59,206 - mmaction - INFO - Epoch [19][2580/3757] lr: 1.000e-02, eta: 1 day, 16:47:55, time: 1.161, data_time: 0.066, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8195, loss_cls: 1.7053, loss: 1.7053, grad_norm: 5.3871 2021-06-17 02:43:22,449 - mmaction - INFO - Epoch [19][2600/3757] lr: 1.000e-02, eta: 1 day, 16:47:27, time: 1.162, data_time: 0.187, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8039, loss_cls: 1.7169, loss: 1.7169, grad_norm: 5.2368 2021-06-17 02:43:45,337 - mmaction - INFO - Epoch [19][2620/3757] lr: 1.000e-02, eta: 1 day, 16:46:58, time: 1.144, data_time: 0.250, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8297, loss_cls: 1.6582, loss: 1.6582, grad_norm: 5.2553 2021-06-17 02:44:07,990 - mmaction - INFO - Epoch [19][2640/3757] lr: 1.000e-02, eta: 1 day, 16:46:30, time: 1.132, data_time: 0.192, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8195, loss_cls: 1.6949, loss: 1.6949, grad_norm: 5.4053 2021-06-17 02:44:30,865 - mmaction - INFO - Epoch [19][2660/3757] lr: 1.000e-02, eta: 1 day, 16:46:01, time: 1.141, data_time: 0.053, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8242, loss_cls: 1.6512, loss: 1.6512, grad_norm: 5.2971 2021-06-17 02:44:53,489 - mmaction - INFO - Epoch [19][2680/3757] lr: 1.000e-02, eta: 1 day, 16:45:32, time: 1.132, data_time: 0.185, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8227, loss_cls: 1.6458, loss: 1.6458, grad_norm: 5.3315 2021-06-17 02:45:16,773 - mmaction - INFO - Epoch [19][2700/3757] lr: 1.000e-02, eta: 1 day, 16:45:04, time: 1.165, data_time: 0.003, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8063, loss_cls: 1.7008, loss: 1.7008, grad_norm: 5.4164 2021-06-17 02:45:39,324 - mmaction - INFO - Epoch [19][2720/3757] lr: 1.000e-02, eta: 1 day, 16:44:35, time: 1.126, data_time: 0.005, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8313, loss_cls: 1.7046, loss: 1.7046, grad_norm: 5.3572 2021-06-17 02:46:01,403 - mmaction - INFO - Epoch [19][2740/3757] lr: 1.000e-02, eta: 1 day, 16:44:06, time: 1.106, data_time: 0.004, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8266, loss_cls: 1.6350, loss: 1.6350, grad_norm: 5.2229 2021-06-17 02:46:24,575 - mmaction - INFO - Epoch [19][2760/3757] lr: 1.000e-02, eta: 1 day, 16:43:38, time: 1.157, data_time: 0.092, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8195, loss_cls: 1.6796, loss: 1.6796, grad_norm: 5.3589 2021-06-17 02:46:47,032 - mmaction - INFO - Epoch [19][2780/3757] lr: 1.000e-02, eta: 1 day, 16:43:09, time: 1.124, data_time: 0.114, memory: 7080, top1_acc: 0.5758, top5_acc: 0.8258, loss_cls: 1.7540, loss: 1.7540, grad_norm: 5.5226 2021-06-17 02:47:10,293 - mmaction - INFO - Epoch [19][2800/3757] lr: 1.000e-02, eta: 1 day, 16:42:41, time: 1.162, data_time: 0.197, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8281, loss_cls: 1.6063, loss: 1.6063, grad_norm: 5.1987 2021-06-17 02:47:32,942 - mmaction - INFO - Epoch [19][2820/3757] lr: 1.000e-02, eta: 1 day, 16:42:12, time: 1.133, data_time: 0.059, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8172, loss_cls: 1.7103, loss: 1.7103, grad_norm: 5.3301 2021-06-17 02:47:55,477 - mmaction - INFO - Epoch [19][2840/3757] lr: 1.000e-02, eta: 1 day, 16:41:43, time: 1.127, data_time: 0.002, memory: 7080, top1_acc: 0.5711, top5_acc: 0.7922, loss_cls: 1.8058, loss: 1.8058, grad_norm: 5.3082 2021-06-17 02:48:18,167 - mmaction - INFO - Epoch [19][2860/3757] lr: 1.000e-02, eta: 1 day, 16:41:14, time: 1.130, data_time: 0.146, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8156, loss_cls: 1.7117, loss: 1.7117, grad_norm: 5.4123 2021-06-17 02:48:41,175 - mmaction - INFO - Epoch [19][2880/3757] lr: 1.000e-02, eta: 1 day, 16:40:46, time: 1.155, data_time: 0.082, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8180, loss_cls: 1.6736, loss: 1.6736, grad_norm: 5.2454 2021-06-17 02:49:03,349 - mmaction - INFO - Epoch [19][2900/3757] lr: 1.000e-02, eta: 1 day, 16:40:16, time: 1.108, data_time: 0.035, memory: 7080, top1_acc: 0.5625, top5_acc: 0.8078, loss_cls: 1.7795, loss: 1.7795, grad_norm: 5.3845 2021-06-17 02:49:26,433 - mmaction - INFO - Epoch [19][2920/3757] lr: 1.000e-02, eta: 1 day, 16:39:48, time: 1.152, data_time: 0.058, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.6331, loss: 1.6331, grad_norm: 5.0487 2021-06-17 02:49:50,232 - mmaction - INFO - Epoch [19][2940/3757] lr: 1.000e-02, eta: 1 day, 16:39:21, time: 1.192, data_time: 0.090, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8305, loss_cls: 1.6401, loss: 1.6401, grad_norm: 5.2769 2021-06-17 02:50:12,497 - mmaction - INFO - Epoch [19][2960/3757] lr: 1.000e-02, eta: 1 day, 16:38:52, time: 1.113, data_time: 0.299, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8187, loss_cls: 1.7026, loss: 1.7026, grad_norm: 5.4545 2021-06-17 02:50:35,134 - mmaction - INFO - Epoch [19][2980/3757] lr: 1.000e-02, eta: 1 day, 16:38:23, time: 1.127, data_time: 0.293, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8242, loss_cls: 1.7350, loss: 1.7350, grad_norm: 5.4648 2021-06-17 02:50:58,663 - mmaction - INFO - Epoch [19][3000/3757] lr: 1.000e-02, eta: 1 day, 16:37:56, time: 1.182, data_time: 0.051, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8227, loss_cls: 1.6660, loss: 1.6660, grad_norm: 5.4255 2021-06-17 02:51:22,833 - mmaction - INFO - Epoch [19][3020/3757] lr: 1.000e-02, eta: 1 day, 16:37:30, time: 1.208, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8063, loss_cls: 1.7137, loss: 1.7137, grad_norm: 5.3265 2021-06-17 02:51:44,264 - mmaction - INFO - Epoch [19][3040/3757] lr: 1.000e-02, eta: 1 day, 16:36:59, time: 1.070, data_time: 0.001, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8273, loss_cls: 1.7244, loss: 1.7244, grad_norm: 5.5959 2021-06-17 02:52:06,264 - mmaction - INFO - Epoch [19][3060/3757] lr: 1.000e-02, eta: 1 day, 16:36:29, time: 1.101, data_time: 0.003, memory: 7080, top1_acc: 0.5867, top5_acc: 0.7961, loss_cls: 1.7531, loss: 1.7531, grad_norm: 5.4223 2021-06-17 02:52:28,094 - mmaction - INFO - Epoch [19][3080/3757] lr: 1.000e-02, eta: 1 day, 16:35:59, time: 1.091, data_time: 0.020, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8070, loss_cls: 1.6818, loss: 1.6818, grad_norm: 5.3904 2021-06-17 02:52:51,698 - mmaction - INFO - Epoch [19][3100/3757] lr: 1.000e-02, eta: 1 day, 16:35:32, time: 1.177, data_time: 0.106, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8195, loss_cls: 1.6600, loss: 1.6600, grad_norm: 5.2793 2021-06-17 02:53:14,912 - mmaction - INFO - Epoch [19][3120/3757] lr: 1.000e-02, eta: 1 day, 16:35:04, time: 1.161, data_time: 0.343, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8242, loss_cls: 1.6277, loss: 1.6277, grad_norm: 5.1639 2021-06-17 02:53:38,645 - mmaction - INFO - Epoch [19][3140/3757] lr: 1.000e-02, eta: 1 day, 16:34:37, time: 1.189, data_time: 0.070, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8102, loss_cls: 1.6655, loss: 1.6655, grad_norm: 5.2825 2021-06-17 02:53:59,985 - mmaction - INFO - Epoch [19][3160/3757] lr: 1.000e-02, eta: 1 day, 16:34:06, time: 1.067, data_time: 0.125, memory: 7080, top1_acc: 0.5672, top5_acc: 0.8102, loss_cls: 1.7133, loss: 1.7133, grad_norm: 5.4596 2021-06-17 02:54:23,323 - mmaction - INFO - Epoch [19][3180/3757] lr: 1.000e-02, eta: 1 day, 16:33:38, time: 1.167, data_time: 0.336, memory: 7080, top1_acc: 0.6281, top5_acc: 0.8430, loss_cls: 1.5605, loss: 1.5605, grad_norm: 5.1627 2021-06-17 02:54:46,084 - mmaction - INFO - Epoch [19][3200/3757] lr: 1.000e-02, eta: 1 day, 16:33:10, time: 1.138, data_time: 0.161, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8109, loss_cls: 1.7096, loss: 1.7096, grad_norm: 5.3915 2021-06-17 02:55:09,159 - mmaction - INFO - Epoch [19][3220/3757] lr: 1.000e-02, eta: 1 day, 16:32:42, time: 1.153, data_time: 0.084, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8391, loss_cls: 1.5699, loss: 1.5699, grad_norm: 5.2848 2021-06-17 02:55:31,724 - mmaction - INFO - Epoch [19][3240/3757] lr: 1.000e-02, eta: 1 day, 16:32:13, time: 1.129, data_time: 0.075, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8211, loss_cls: 1.6653, loss: 1.6653, grad_norm: 5.2800 2021-06-17 02:55:53,679 - mmaction - INFO - Epoch [19][3260/3757] lr: 1.000e-02, eta: 1 day, 16:31:43, time: 1.098, data_time: 0.186, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8109, loss_cls: 1.7077, loss: 1.7077, grad_norm: 5.3079 2021-06-17 02:56:16,474 - mmaction - INFO - Epoch [19][3280/3757] lr: 1.000e-02, eta: 1 day, 16:31:14, time: 1.139, data_time: 0.032, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8047, loss_cls: 1.7400, loss: 1.7400, grad_norm: 5.3854 2021-06-17 02:56:40,088 - mmaction - INFO - Epoch [19][3300/3757] lr: 1.000e-02, eta: 1 day, 16:30:47, time: 1.181, data_time: 0.002, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8398, loss_cls: 1.5603, loss: 1.5603, grad_norm: 5.2911 2021-06-17 02:57:03,025 - mmaction - INFO - Epoch [19][3320/3757] lr: 1.000e-02, eta: 1 day, 16:30:19, time: 1.148, data_time: 0.004, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8227, loss_cls: 1.6299, loss: 1.6299, grad_norm: 5.4316 2021-06-17 02:57:25,225 - mmaction - INFO - Epoch [19][3340/3757] lr: 1.000e-02, eta: 1 day, 16:29:49, time: 1.109, data_time: 0.005, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8156, loss_cls: 1.6661, loss: 1.6661, grad_norm: 5.3002 2021-06-17 02:57:48,658 - mmaction - INFO - Epoch [19][3360/3757] lr: 1.000e-02, eta: 1 day, 16:29:22, time: 1.170, data_time: 0.223, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8234, loss_cls: 1.6087, loss: 1.6087, grad_norm: 5.3040 2021-06-17 02:58:10,660 - mmaction - INFO - Epoch [19][3380/3757] lr: 1.000e-02, eta: 1 day, 16:28:52, time: 1.099, data_time: 0.363, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8187, loss_cls: 1.7170, loss: 1.7170, grad_norm: 5.4493 2021-06-17 02:58:34,407 - mmaction - INFO - Epoch [19][3400/3757] lr: 1.000e-02, eta: 1 day, 16:28:25, time: 1.190, data_time: 0.004, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8133, loss_cls: 1.6090, loss: 1.6090, grad_norm: 5.2411 2021-06-17 02:58:56,378 - mmaction - INFO - Epoch [19][3420/3757] lr: 1.000e-02, eta: 1 day, 16:27:56, time: 1.099, data_time: 0.091, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8242, loss_cls: 1.6405, loss: 1.6405, grad_norm: 5.3283 2021-06-17 02:59:20,160 - mmaction - INFO - Epoch [19][3440/3757] lr: 1.000e-02, eta: 1 day, 16:27:29, time: 1.188, data_time: 0.064, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8328, loss_cls: 1.6365, loss: 1.6365, grad_norm: 5.4069 2021-06-17 02:59:43,417 - mmaction - INFO - Epoch [19][3460/3757] lr: 1.000e-02, eta: 1 day, 16:27:01, time: 1.163, data_time: 0.023, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8086, loss_cls: 1.6907, loss: 1.6907, grad_norm: 5.4084 2021-06-17 03:00:04,532 - mmaction - INFO - Epoch [19][3480/3757] lr: 1.000e-02, eta: 1 day, 16:26:30, time: 1.056, data_time: 0.090, memory: 7080, top1_acc: 0.5641, top5_acc: 0.7844, loss_cls: 1.8356, loss: 1.8356, grad_norm: 5.5133 2021-06-17 03:00:27,189 - mmaction - INFO - Epoch [19][3500/3757] lr: 1.000e-02, eta: 1 day, 16:26:01, time: 1.132, data_time: 0.103, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8055, loss_cls: 1.6888, loss: 1.6888, grad_norm: 5.4165 2021-06-17 03:00:49,990 - mmaction - INFO - Epoch [19][3520/3757] lr: 1.000e-02, eta: 1 day, 16:25:33, time: 1.141, data_time: 0.145, memory: 7080, top1_acc: 0.5719, top5_acc: 0.7961, loss_cls: 1.7973, loss: 1.7973, grad_norm: 5.4831 2021-06-17 03:01:12,786 - mmaction - INFO - Epoch [19][3540/3757] lr: 1.000e-02, eta: 1 day, 16:25:04, time: 1.139, data_time: 0.135, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8352, loss_cls: 1.5792, loss: 1.5792, grad_norm: 5.2439 2021-06-17 03:01:36,155 - mmaction - INFO - Epoch [19][3560/3757] lr: 1.000e-02, eta: 1 day, 16:24:37, time: 1.169, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8172, loss_cls: 1.7374, loss: 1.7374, grad_norm: 5.3921 2021-06-17 03:01:58,159 - mmaction - INFO - Epoch [19][3580/3757] lr: 1.000e-02, eta: 1 day, 16:24:07, time: 1.100, data_time: 0.001, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8187, loss_cls: 1.6952, loss: 1.6952, grad_norm: 5.2079 2021-06-17 03:02:21,040 - mmaction - INFO - Epoch [19][3600/3757] lr: 1.000e-02, eta: 1 day, 16:23:39, time: 1.144, data_time: 0.012, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8266, loss_cls: 1.6766, loss: 1.6766, grad_norm: 5.3415 2021-06-17 03:02:43,090 - mmaction - INFO - Epoch [19][3620/3757] lr: 1.000e-02, eta: 1 day, 16:23:09, time: 1.101, data_time: 0.197, memory: 7080, top1_acc: 0.5805, top5_acc: 0.7984, loss_cls: 1.7630, loss: 1.7630, grad_norm: 5.3835 2021-06-17 03:03:06,077 - mmaction - INFO - Epoch [19][3640/3757] lr: 1.000e-02, eta: 1 day, 16:22:41, time: 1.149, data_time: 0.119, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8273, loss_cls: 1.6506, loss: 1.6506, grad_norm: 5.1593 2021-06-17 03:03:30,125 - mmaction - INFO - Epoch [19][3660/3757] lr: 1.000e-02, eta: 1 day, 16:22:14, time: 1.202, data_time: 0.145, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8367, loss_cls: 1.6366, loss: 1.6366, grad_norm: 5.2861 2021-06-17 03:03:52,530 - mmaction - INFO - Epoch [19][3680/3757] lr: 1.000e-02, eta: 1 day, 16:21:45, time: 1.122, data_time: 0.279, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8094, loss_cls: 1.6879, loss: 1.6879, grad_norm: 5.3601 2021-06-17 03:04:16,844 - mmaction - INFO - Epoch [19][3700/3757] lr: 1.000e-02, eta: 1 day, 16:21:19, time: 1.215, data_time: 0.024, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8141, loss_cls: 1.7367, loss: 1.7367, grad_norm: 5.0851 2021-06-17 03:04:40,214 - mmaction - INFO - Epoch [19][3720/3757] lr: 1.000e-02, eta: 1 day, 16:20:52, time: 1.169, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8273, loss_cls: 1.6034, loss: 1.6034, grad_norm: 5.1118 2021-06-17 03:05:02,855 - mmaction - INFO - Epoch [19][3740/3757] lr: 1.000e-02, eta: 1 day, 16:20:23, time: 1.132, data_time: 0.002, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8195, loss_cls: 1.6487, loss: 1.6487, grad_norm: 5.1964 2021-06-17 03:05:24,473 - mmaction - INFO - Saving checkpoint at 19 epochs 2021-06-17 03:12:29,669 - mmaction - INFO - Epoch [20][20/3757] lr: 1.000e-02, eta: 1 day, 16:29:54, time: 21.212, data_time: 20.451, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8156, loss_cls: 1.7014, loss: 1.7014, grad_norm: 5.5053 2021-06-17 03:12:53,199 - mmaction - INFO - Epoch [20][40/3757] lr: 1.000e-02, eta: 1 day, 16:29:26, time: 1.178, data_time: 0.067, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8336, loss_cls: 1.5986, loss: 1.5986, grad_norm: 5.3565 2021-06-17 03:13:16,516 - mmaction - INFO - Epoch [20][60/3757] lr: 1.000e-02, eta: 1 day, 16:28:58, time: 1.164, data_time: 0.002, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8227, loss_cls: 1.6552, loss: 1.6552, grad_norm: 5.1223 2021-06-17 03:13:38,444 - mmaction - INFO - Epoch [20][80/3757] lr: 1.000e-02, eta: 1 day, 16:28:28, time: 1.096, data_time: 0.014, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8250, loss_cls: 1.6169, loss: 1.6169, grad_norm: 5.2500 2021-06-17 03:14:00,132 - mmaction - INFO - Epoch [20][100/3757] lr: 1.000e-02, eta: 1 day, 16:27:58, time: 1.083, data_time: 0.028, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8383, loss_cls: 1.6221, loss: 1.6221, grad_norm: 5.1702 2021-06-17 03:14:23,344 - mmaction - INFO - Epoch [20][120/3757] lr: 1.000e-02, eta: 1 day, 16:27:30, time: 1.164, data_time: 0.009, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8164, loss_cls: 1.6718, loss: 1.6718, grad_norm: 5.2889 2021-06-17 03:14:45,312 - mmaction - INFO - Epoch [20][140/3757] lr: 1.000e-02, eta: 1 day, 16:27:00, time: 1.099, data_time: 0.109, memory: 7080, top1_acc: 0.5609, top5_acc: 0.7992, loss_cls: 1.7647, loss: 1.7647, grad_norm: 5.2602 2021-06-17 03:15:07,731 - mmaction - INFO - Epoch [20][160/3757] lr: 1.000e-02, eta: 1 day, 16:26:30, time: 1.120, data_time: 0.239, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.6882, loss: 1.6882, grad_norm: 5.1982 2021-06-17 03:15:31,434 - mmaction - INFO - Epoch [20][180/3757] lr: 1.000e-02, eta: 1 day, 16:26:03, time: 1.186, data_time: 0.475, memory: 7080, top1_acc: 0.6203, top5_acc: 0.8352, loss_cls: 1.5685, loss: 1.5685, grad_norm: 5.0880 2021-06-17 03:15:53,177 - mmaction - INFO - Epoch [20][200/3757] lr: 1.000e-02, eta: 1 day, 16:25:33, time: 1.088, data_time: 0.445, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8406, loss_cls: 1.5912, loss: 1.5912, grad_norm: 5.2474 2021-06-17 03:16:15,185 - mmaction - INFO - Epoch [20][220/3757] lr: 1.000e-02, eta: 1 day, 16:25:03, time: 1.100, data_time: 0.202, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8086, loss_cls: 1.7510, loss: 1.7510, grad_norm: 5.3956 2021-06-17 03:16:38,322 - mmaction - INFO - Epoch [20][240/3757] lr: 1.000e-02, eta: 1 day, 16:24:35, time: 1.155, data_time: 0.010, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8164, loss_cls: 1.7472, loss: 1.7472, grad_norm: 5.3269 2021-06-17 03:16:59,982 - mmaction - INFO - Epoch [20][260/3757] lr: 1.000e-02, eta: 1 day, 16:24:04, time: 1.085, data_time: 0.146, memory: 7080, top1_acc: 0.5797, top5_acc: 0.8141, loss_cls: 1.7049, loss: 1.7049, grad_norm: 5.1273 2021-06-17 03:17:24,062 - mmaction - INFO - Epoch [20][280/3757] lr: 1.000e-02, eta: 1 day, 16:23:38, time: 1.203, data_time: 0.150, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8172, loss_cls: 1.7021, loss: 1.7021, grad_norm: 5.2459 2021-06-17 03:17:46,024 - mmaction - INFO - Epoch [20][300/3757] lr: 1.000e-02, eta: 1 day, 16:23:08, time: 1.099, data_time: 0.075, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8180, loss_cls: 1.6433, loss: 1.6433, grad_norm: 5.1824 2021-06-17 03:18:08,759 - mmaction - INFO - Epoch [20][320/3757] lr: 1.000e-02, eta: 1 day, 16:22:39, time: 1.135, data_time: 0.137, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8148, loss_cls: 1.6810, loss: 1.6810, grad_norm: 5.3409 2021-06-17 03:18:31,752 - mmaction - INFO - Epoch [20][340/3757] lr: 1.000e-02, eta: 1 day, 16:22:11, time: 1.152, data_time: 0.004, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8320, loss_cls: 1.5829, loss: 1.5829, grad_norm: 5.3687 2021-06-17 03:18:55,317 - mmaction - INFO - Epoch [20][360/3757] lr: 1.000e-02, eta: 1 day, 16:21:43, time: 1.179, data_time: 0.002, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8266, loss_cls: 1.6247, loss: 1.6247, grad_norm: 5.3902 2021-06-17 03:19:19,430 - mmaction - INFO - Epoch [20][380/3757] lr: 1.000e-02, eta: 1 day, 16:21:16, time: 1.198, data_time: 0.001, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8531, loss_cls: 1.5323, loss: 1.5323, grad_norm: 5.2192 2021-06-17 03:19:42,636 - mmaction - INFO - Epoch [20][400/3757] lr: 1.000e-02, eta: 1 day, 16:20:49, time: 1.168, data_time: 0.009, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8313, loss_cls: 1.6478, loss: 1.6478, grad_norm: 5.5427 2021-06-17 03:20:04,200 - mmaction - INFO - Epoch [20][420/3757] lr: 1.000e-02, eta: 1 day, 16:20:18, time: 1.077, data_time: 0.039, memory: 7080, top1_acc: 0.5734, top5_acc: 0.8180, loss_cls: 1.7554, loss: 1.7554, grad_norm: 5.4923 2021-06-17 03:20:26,391 - mmaction - INFO - Epoch [20][440/3757] lr: 1.000e-02, eta: 1 day, 16:19:49, time: 1.111, data_time: 0.011, memory: 7080, top1_acc: 0.6117, top5_acc: 0.8297, loss_cls: 1.6394, loss: 1.6394, grad_norm: 5.6307 2021-06-17 03:20:49,876 - mmaction - INFO - Epoch [20][460/3757] lr: 1.000e-02, eta: 1 day, 16:19:21, time: 1.173, data_time: 0.086, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8289, loss_cls: 1.6531, loss: 1.6531, grad_norm: 5.4135 2021-06-17 03:21:12,310 - mmaction - INFO - Epoch [20][480/3757] lr: 1.000e-02, eta: 1 day, 16:18:52, time: 1.124, data_time: 0.082, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8266, loss_cls: 1.6742, loss: 1.6742, grad_norm: 5.3373 2021-06-17 03:21:34,975 - mmaction - INFO - Epoch [20][500/3757] lr: 1.000e-02, eta: 1 day, 16:18:23, time: 1.133, data_time: 0.323, memory: 7080, top1_acc: 0.5867, top5_acc: 0.8211, loss_cls: 1.6725, loss: 1.6725, grad_norm: 5.2795 2021-06-17 03:21:56,816 - mmaction - INFO - Epoch [20][520/3757] lr: 1.000e-02, eta: 1 day, 16:17:53, time: 1.090, data_time: 0.158, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8313, loss_cls: 1.6484, loss: 1.6484, grad_norm: 5.4611 2021-06-17 03:22:18,932 - mmaction - INFO - Epoch [20][540/3757] lr: 1.000e-02, eta: 1 day, 16:17:23, time: 1.108, data_time: 0.378, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8375, loss_cls: 1.5825, loss: 1.5825, grad_norm: 5.3384 2021-06-17 03:22:40,667 - mmaction - INFO - Epoch [20][560/3757] lr: 1.000e-02, eta: 1 day, 16:16:53, time: 1.084, data_time: 0.163, memory: 7080, top1_acc: 0.5953, top5_acc: 0.8156, loss_cls: 1.6718, loss: 1.6718, grad_norm: 5.3161 2021-06-17 03:23:05,468 - mmaction - INFO - Epoch [20][580/3757] lr: 1.000e-02, eta: 1 day, 16:16:27, time: 1.240, data_time: 0.004, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8086, loss_cls: 1.7444, loss: 1.7444, grad_norm: 5.2912 2021-06-17 03:23:26,930 - mmaction - INFO - Epoch [20][600/3757] lr: 1.000e-02, eta: 1 day, 16:15:57, time: 1.075, data_time: 0.004, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8352, loss_cls: 1.6066, loss: 1.6066, grad_norm: 5.3220 2021-06-17 03:23:48,520 - mmaction - INFO - Epoch [20][620/3757] lr: 1.000e-02, eta: 1 day, 16:15:26, time: 1.081, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8266, loss_cls: 1.6257, loss: 1.6257, grad_norm: 5.3658 2021-06-17 03:24:12,171 - mmaction - INFO - Epoch [20][640/3757] lr: 1.000e-02, eta: 1 day, 16:14:59, time: 1.181, data_time: 0.001, memory: 7080, top1_acc: 0.6125, top5_acc: 0.8297, loss_cls: 1.6085, loss: 1.6085, grad_norm: 5.4258 2021-06-17 03:24:35,533 - mmaction - INFO - Epoch [20][660/3757] lr: 1.000e-02, eta: 1 day, 16:14:31, time: 1.168, data_time: 0.005, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8383, loss_cls: 1.5851, loss: 1.5851, grad_norm: 5.2104 2021-06-17 03:24:57,969 - mmaction - INFO - Epoch [20][680/3757] lr: 1.000e-02, eta: 1 day, 16:14:02, time: 1.122, data_time: 0.004, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8180, loss_cls: 1.6762, loss: 1.6762, grad_norm: 5.3161 2021-06-17 03:25:20,889 - mmaction - INFO - Epoch [20][700/3757] lr: 1.000e-02, eta: 1 day, 16:13:34, time: 1.147, data_time: 0.003, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8117, loss_cls: 1.7049, loss: 1.7049, grad_norm: 5.4803 2021-06-17 03:25:44,233 - mmaction - INFO - Epoch [20][720/3757] lr: 1.000e-02, eta: 1 day, 16:13:06, time: 1.165, data_time: 0.003, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8164, loss_cls: 1.6782, loss: 1.6782, grad_norm: 5.4149 2021-06-17 03:26:06,086 - mmaction - INFO - Epoch [20][740/3757] lr: 1.000e-02, eta: 1 day, 16:12:36, time: 1.093, data_time: 0.003, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8180, loss_cls: 1.7314, loss: 1.7314, grad_norm: 5.5611 2021-06-17 03:26:29,265 - mmaction - INFO - Epoch [20][760/3757] lr: 1.000e-02, eta: 1 day, 16:12:08, time: 1.159, data_time: 0.003, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8375, loss_cls: 1.6169, loss: 1.6169, grad_norm: 5.3810 2021-06-17 03:26:52,349 - mmaction - INFO - Epoch [20][780/3757] lr: 1.000e-02, eta: 1 day, 16:11:40, time: 1.155, data_time: 0.003, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8195, loss_cls: 1.6634, loss: 1.6634, grad_norm: 5.4772 2021-06-17 03:27:15,956 - mmaction - INFO - Epoch [20][800/3757] lr: 1.000e-02, eta: 1 day, 16:11:12, time: 1.179, data_time: 0.007, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8250, loss_cls: 1.6028, loss: 1.6028, grad_norm: 5.2338 2021-06-17 03:27:38,347 - mmaction - INFO - Epoch [20][820/3757] lr: 1.000e-02, eta: 1 day, 16:10:43, time: 1.121, data_time: 0.003, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8398, loss_cls: 1.5671, loss: 1.5671, grad_norm: 5.3724 2021-06-17 03:28:00,327 - mmaction - INFO - Epoch [20][840/3757] lr: 1.000e-02, eta: 1 day, 16:10:13, time: 1.099, data_time: 0.002, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8453, loss_cls: 1.5160, loss: 1.5160, grad_norm: 5.3461 2021-06-17 03:28:22,309 - mmaction - INFO - Epoch [20][860/3757] lr: 1.000e-02, eta: 1 day, 16:09:44, time: 1.100, data_time: 0.002, memory: 7080, top1_acc: 0.6211, top5_acc: 0.8227, loss_cls: 1.5937, loss: 1.5937, grad_norm: 5.2642 2021-06-17 03:28:44,869 - mmaction - INFO - Epoch [20][880/3757] lr: 1.000e-02, eta: 1 day, 16:09:14, time: 1.125, data_time: 0.069, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8156, loss_cls: 1.6680, loss: 1.6680, grad_norm: 5.3570 2021-06-17 03:29:08,707 - mmaction - INFO - Epoch [20][900/3757] lr: 1.000e-02, eta: 1 day, 16:08:48, time: 1.194, data_time: 0.087, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8203, loss_cls: 1.6323, loss: 1.6323, grad_norm: 5.1621 2021-06-17 03:29:31,322 - mmaction - INFO - Epoch [20][920/3757] lr: 1.000e-02, eta: 1 day, 16:08:19, time: 1.130, data_time: 0.036, memory: 7080, top1_acc: 0.6297, top5_acc: 0.8422, loss_cls: 1.5562, loss: 1.5562, grad_norm: 5.0928 2021-06-17 03:29:54,579 - mmaction - INFO - Epoch [20][940/3757] lr: 1.000e-02, eta: 1 day, 16:07:51, time: 1.163, data_time: 0.003, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8336, loss_cls: 1.6362, loss: 1.6362, grad_norm: 5.2120 2021-06-17 03:30:17,642 - mmaction - INFO - Epoch [20][960/3757] lr: 1.000e-02, eta: 1 day, 16:07:23, time: 1.154, data_time: 0.001, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8148, loss_cls: 1.6873, loss: 1.6873, grad_norm: 5.4849 2021-06-17 03:30:39,766 - mmaction - INFO - Epoch [20][980/3757] lr: 1.000e-02, eta: 1 day, 16:06:53, time: 1.106, data_time: 0.001, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8250, loss_cls: 1.5942, loss: 1.5942, grad_norm: 5.2573 2021-06-17 03:31:02,787 - mmaction - INFO - Epoch [20][1000/3757] lr: 1.000e-02, eta: 1 day, 16:06:25, time: 1.151, data_time: 0.112, memory: 7080, top1_acc: 0.6133, top5_acc: 0.8172, loss_cls: 1.6753, loss: 1.6753, grad_norm: 5.3183 2021-06-17 03:31:26,285 - mmaction - INFO - Epoch [20][1020/3757] lr: 1.000e-02, eta: 1 day, 16:05:58, time: 1.174, data_time: 0.237, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8273, loss_cls: 1.6531, loss: 1.6531, grad_norm: 5.4074 2021-06-17 03:31:49,276 - mmaction - INFO - Epoch [20][1040/3757] lr: 1.000e-02, eta: 1 day, 16:05:29, time: 1.150, data_time: 0.017, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8305, loss_cls: 1.6298, loss: 1.6298, grad_norm: 5.3720 2021-06-17 03:32:12,563 - mmaction - INFO - Epoch [20][1060/3757] lr: 1.000e-02, eta: 1 day, 16:05:02, time: 1.163, data_time: 0.013, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8258, loss_cls: 1.6915, loss: 1.6915, grad_norm: 5.3687 2021-06-17 03:32:36,134 - mmaction - INFO - Epoch [20][1080/3757] lr: 1.000e-02, eta: 1 day, 16:04:34, time: 1.180, data_time: 0.102, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8273, loss_cls: 1.6225, loss: 1.6225, grad_norm: 5.5016 2021-06-17 03:32:57,628 - mmaction - INFO - Epoch [20][1100/3757] lr: 1.000e-02, eta: 1 day, 16:04:04, time: 1.074, data_time: 0.177, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8242, loss_cls: 1.6254, loss: 1.6254, grad_norm: 5.3457 2021-06-17 03:33:21,009 - mmaction - INFO - Epoch [20][1120/3757] lr: 1.000e-02, eta: 1 day, 16:03:36, time: 1.168, data_time: 0.228, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8461, loss_cls: 1.5825, loss: 1.5825, grad_norm: 5.2965 2021-06-17 03:33:44,280 - mmaction - INFO - Epoch [20][1140/3757] lr: 1.000e-02, eta: 1 day, 16:03:08, time: 1.165, data_time: 0.308, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8359, loss_cls: 1.5930, loss: 1.5930, grad_norm: 5.2401 2021-06-17 03:34:05,547 - mmaction - INFO - Epoch [20][1160/3757] lr: 1.000e-02, eta: 1 day, 16:02:37, time: 1.063, data_time: 0.101, memory: 7080, top1_acc: 0.5805, top5_acc: 0.8133, loss_cls: 1.7151, loss: 1.7151, grad_norm: 5.5371 2021-06-17 03:34:28,633 - mmaction - INFO - Epoch [20][1180/3757] lr: 1.000e-02, eta: 1 day, 16:02:09, time: 1.154, data_time: 0.189, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8313, loss_cls: 1.6333, loss: 1.6333, grad_norm: 5.1749 2021-06-17 03:34:53,286 - mmaction - INFO - Epoch [20][1200/3757] lr: 1.000e-02, eta: 1 day, 16:01:44, time: 1.233, data_time: 0.243, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8336, loss_cls: 1.6201, loss: 1.6201, grad_norm: 5.1477 2021-06-17 03:35:15,982 - mmaction - INFO - Epoch [20][1220/3757] lr: 1.000e-02, eta: 1 day, 16:01:15, time: 1.136, data_time: 0.040, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8313, loss_cls: 1.6113, loss: 1.6113, grad_norm: 5.3704 2021-06-17 03:35:36,695 - mmaction - INFO - Epoch [20][1240/3757] lr: 1.000e-02, eta: 1 day, 16:00:43, time: 1.035, data_time: 0.168, memory: 7080, top1_acc: 0.5875, top5_acc: 0.8203, loss_cls: 1.6606, loss: 1.6606, grad_norm: 5.2600 2021-06-17 03:35:59,807 - mmaction - INFO - Epoch [20][1260/3757] lr: 1.000e-02, eta: 1 day, 16:00:15, time: 1.155, data_time: 0.247, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8109, loss_cls: 1.6886, loss: 1.6886, grad_norm: 5.3196 2021-06-17 03:36:22,904 - mmaction - INFO - Epoch [20][1280/3757] lr: 1.000e-02, eta: 1 day, 15:59:47, time: 1.155, data_time: 0.002, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8195, loss_cls: 1.6549, loss: 1.6549, grad_norm: 5.2020 2021-06-17 03:36:45,789 - mmaction - INFO - Epoch [20][1300/3757] lr: 1.000e-02, eta: 1 day, 15:59:19, time: 1.145, data_time: 0.001, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8086, loss_cls: 1.6728, loss: 1.6728, grad_norm: 5.2763 2021-06-17 03:37:07,805 - mmaction - INFO - Epoch [20][1320/3757] lr: 1.000e-02, eta: 1 day, 15:58:49, time: 1.100, data_time: 0.001, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8187, loss_cls: 1.6272, loss: 1.6272, grad_norm: 5.1855 2021-06-17 03:37:31,326 - mmaction - INFO - Epoch [20][1340/3757] lr: 1.000e-02, eta: 1 day, 15:58:22, time: 1.176, data_time: 0.011, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8242, loss_cls: 1.6162, loss: 1.6162, grad_norm: 5.3082 2021-06-17 03:37:53,843 - mmaction - INFO - Epoch [20][1360/3757] lr: 1.000e-02, eta: 1 day, 15:57:53, time: 1.126, data_time: 0.065, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8187, loss_cls: 1.6957, loss: 1.6957, grad_norm: 5.4399 2021-06-17 03:38:15,089 - mmaction - INFO - Epoch [20][1380/3757] lr: 1.000e-02, eta: 1 day, 15:57:22, time: 1.063, data_time: 0.126, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8141, loss_cls: 1.6933, loss: 1.6933, grad_norm: 5.3111 2021-06-17 03:38:39,234 - mmaction - INFO - Epoch [20][1400/3757] lr: 1.000e-02, eta: 1 day, 15:56:56, time: 1.204, data_time: 0.375, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8273, loss_cls: 1.6261, loss: 1.6261, grad_norm: 5.2750 2021-06-17 03:39:01,125 - mmaction - INFO - Epoch [20][1420/3757] lr: 1.000e-02, eta: 1 day, 15:56:26, time: 1.097, data_time: 0.262, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8227, loss_cls: 1.6611, loss: 1.6611, grad_norm: 5.4534 2021-06-17 03:39:23,540 - mmaction - INFO - Epoch [20][1440/3757] lr: 1.000e-02, eta: 1 day, 15:55:57, time: 1.122, data_time: 0.092, memory: 7080, top1_acc: 0.6180, top5_acc: 0.8508, loss_cls: 1.5223, loss: 1.5223, grad_norm: 5.2089 2021-06-17 03:39:46,353 - mmaction - INFO - Epoch [20][1460/3757] lr: 1.000e-02, eta: 1 day, 15:55:28, time: 1.140, data_time: 0.062, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8305, loss_cls: 1.6271, loss: 1.6271, grad_norm: 5.3933 2021-06-17 03:40:09,144 - mmaction - INFO - Epoch [20][1480/3757] lr: 1.000e-02, eta: 1 day, 15:55:00, time: 1.139, data_time: 0.038, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8313, loss_cls: 1.6250, loss: 1.6250, grad_norm: 5.5883 2021-06-17 03:40:32,970 - mmaction - INFO - Epoch [20][1500/3757] lr: 1.000e-02, eta: 1 day, 15:54:33, time: 1.190, data_time: 0.002, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8305, loss_cls: 1.6535, loss: 1.6535, grad_norm: 5.3530 2021-06-17 03:40:56,162 - mmaction - INFO - Epoch [20][1520/3757] lr: 1.000e-02, eta: 1 day, 15:54:05, time: 1.162, data_time: 0.005, memory: 7080, top1_acc: 0.6070, top5_acc: 0.8266, loss_cls: 1.6173, loss: 1.6173, grad_norm: 5.2724 2021-06-17 03:41:19,043 - mmaction - INFO - Epoch [20][1540/3757] lr: 1.000e-02, eta: 1 day, 15:53:37, time: 1.141, data_time: 0.066, memory: 7080, top1_acc: 0.5984, top5_acc: 0.8141, loss_cls: 1.6639, loss: 1.6639, grad_norm: 5.3751 2021-06-17 03:41:42,754 - mmaction - INFO - Epoch [20][1560/3757] lr: 1.000e-02, eta: 1 day, 15:53:10, time: 1.188, data_time: 0.230, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8102, loss_cls: 1.7141, loss: 1.7141, grad_norm: 5.4588 2021-06-17 03:42:06,829 - mmaction - INFO - Epoch [20][1580/3757] lr: 1.000e-02, eta: 1 day, 15:52:43, time: 1.204, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8156, loss_cls: 1.6663, loss: 1.6663, grad_norm: 5.2109 2021-06-17 03:42:29,056 - mmaction - INFO - Epoch [20][1600/3757] lr: 1.000e-02, eta: 1 day, 15:52:14, time: 1.112, data_time: 0.002, memory: 7080, top1_acc: 0.5727, top5_acc: 0.8078, loss_cls: 1.7257, loss: 1.7257, grad_norm: 5.3344 2021-06-17 03:42:50,784 - mmaction - INFO - Epoch [20][1620/3757] lr: 1.000e-02, eta: 1 day, 15:51:44, time: 1.083, data_time: 0.001, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8242, loss_cls: 1.5957, loss: 1.5957, grad_norm: 5.1399 2021-06-17 03:43:13,035 - mmaction - INFO - Epoch [20][1640/3757] lr: 1.000e-02, eta: 1 day, 15:51:15, time: 1.116, data_time: 0.031, memory: 7080, top1_acc: 0.6430, top5_acc: 0.8492, loss_cls: 1.4768, loss: 1.4768, grad_norm: 5.1415 2021-06-17 03:43:36,457 - mmaction - INFO - Epoch [20][1660/3757] lr: 1.000e-02, eta: 1 day, 15:50:47, time: 1.169, data_time: 0.001, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8266, loss_cls: 1.5848, loss: 1.5848, grad_norm: 5.2041 2021-06-17 03:44:00,106 - mmaction - INFO - Epoch [20][1680/3757] lr: 1.000e-02, eta: 1 day, 15:50:20, time: 1.184, data_time: 0.069, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8391, loss_cls: 1.5416, loss: 1.5416, grad_norm: 5.2117 2021-06-17 03:44:23,850 - mmaction - INFO - Epoch [20][1700/3757] lr: 1.000e-02, eta: 1 day, 15:49:53, time: 1.188, data_time: 0.093, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8398, loss_cls: 1.6151, loss: 1.6151, grad_norm: 5.6098 2021-06-17 03:44:46,320 - mmaction - INFO - Epoch [20][1720/3757] lr: 1.000e-02, eta: 1 day, 15:49:24, time: 1.124, data_time: 0.033, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8148, loss_cls: 1.6680, loss: 1.6680, grad_norm: 5.4453 2021-06-17 03:45:08,310 - mmaction - INFO - Epoch [20][1740/3757] lr: 1.000e-02, eta: 1 day, 15:48:55, time: 1.100, data_time: 0.204, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8055, loss_cls: 1.7915, loss: 1.7915, grad_norm: 5.5202 2021-06-17 03:45:31,573 - mmaction - INFO - Epoch [20][1760/3757] lr: 1.000e-02, eta: 1 day, 15:48:27, time: 1.163, data_time: 0.047, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8313, loss_cls: 1.6476, loss: 1.6476, grad_norm: 5.6104 2021-06-17 03:45:54,291 - mmaction - INFO - Epoch [20][1780/3757] lr: 1.000e-02, eta: 1 day, 15:47:58, time: 1.135, data_time: 0.182, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8391, loss_cls: 1.6220, loss: 1.6220, grad_norm: 5.4785 2021-06-17 03:46:16,017 - mmaction - INFO - Epoch [20][1800/3757] lr: 1.000e-02, eta: 1 day, 15:47:28, time: 1.087, data_time: 0.115, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8250, loss_cls: 1.6817, loss: 1.6817, grad_norm: 5.5133 2021-06-17 03:46:38,502 - mmaction - INFO - Epoch [20][1820/3757] lr: 1.000e-02, eta: 1 day, 15:46:59, time: 1.125, data_time: 0.249, memory: 7080, top1_acc: 0.6266, top5_acc: 0.8242, loss_cls: 1.5956, loss: 1.5956, grad_norm: 5.2855 2021-06-17 03:47:01,342 - mmaction - INFO - Epoch [20][1840/3757] lr: 1.000e-02, eta: 1 day, 15:46:31, time: 1.138, data_time: 0.002, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8133, loss_cls: 1.6993, loss: 1.6993, grad_norm: 5.5113 2021-06-17 03:47:23,651 - mmaction - INFO - Epoch [20][1860/3757] lr: 1.000e-02, eta: 1 day, 15:46:02, time: 1.117, data_time: 0.184, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8320, loss_cls: 1.6244, loss: 1.6244, grad_norm: 5.3447 2021-06-17 03:47:45,718 - mmaction - INFO - Epoch [20][1880/3757] lr: 1.000e-02, eta: 1 day, 15:45:32, time: 1.105, data_time: 0.062, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8250, loss_cls: 1.6463, loss: 1.6463, grad_norm: 5.4914 2021-06-17 03:48:08,872 - mmaction - INFO - Epoch [20][1900/3757] lr: 1.000e-02, eta: 1 day, 15:45:04, time: 1.156, data_time: 0.328, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8102, loss_cls: 1.7201, loss: 1.7201, grad_norm: 5.4727 2021-06-17 03:48:30,658 - mmaction - INFO - Epoch [20][1920/3757] lr: 1.000e-02, eta: 1 day, 15:44:34, time: 1.091, data_time: 0.005, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8266, loss_cls: 1.6438, loss: 1.6438, grad_norm: 5.3304 2021-06-17 03:48:53,754 - mmaction - INFO - Epoch [20][1940/3757] lr: 1.000e-02, eta: 1 day, 15:44:06, time: 1.151, data_time: 0.019, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8367, loss_cls: 1.6071, loss: 1.6071, grad_norm: 5.3426 2021-06-17 03:49:17,419 - mmaction - INFO - Epoch [20][1960/3757] lr: 1.000e-02, eta: 1 day, 15:43:39, time: 1.186, data_time: 0.005, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8398, loss_cls: 1.6267, loss: 1.6267, grad_norm: 5.2977 2021-06-17 03:49:39,170 - mmaction - INFO - Epoch [20][1980/3757] lr: 1.000e-02, eta: 1 day, 15:43:09, time: 1.085, data_time: 0.003, memory: 7080, top1_acc: 0.6172, top5_acc: 0.8406, loss_cls: 1.5566, loss: 1.5566, grad_norm: 5.0846 2021-06-17 03:50:02,079 - mmaction - INFO - Epoch [20][2000/3757] lr: 1.000e-02, eta: 1 day, 15:42:41, time: 1.149, data_time: 0.005, memory: 7080, top1_acc: 0.5977, top5_acc: 0.8328, loss_cls: 1.6444, loss: 1.6444, grad_norm: 5.4892 2021-06-17 03:50:25,403 - mmaction - INFO - Epoch [20][2020/3757] lr: 1.000e-02, eta: 1 day, 15:42:14, time: 1.164, data_time: 0.001, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8352, loss_cls: 1.6823, loss: 1.6823, grad_norm: 5.4945 2021-06-17 03:50:46,962 - mmaction - INFO - Epoch [20][2040/3757] lr: 1.000e-02, eta: 1 day, 15:41:43, time: 1.079, data_time: 0.004, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8250, loss_cls: 1.6910, loss: 1.6910, grad_norm: 5.5103 2021-06-17 03:51:10,392 - mmaction - INFO - Epoch [20][2060/3757] lr: 1.000e-02, eta: 1 day, 15:41:16, time: 1.172, data_time: 0.021, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8383, loss_cls: 1.5380, loss: 1.5380, grad_norm: 5.3721 2021-06-17 03:51:32,895 - mmaction - INFO - Epoch [20][2080/3757] lr: 1.000e-02, eta: 1 day, 15:40:47, time: 1.124, data_time: 0.114, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8242, loss_cls: 1.6473, loss: 1.6473, grad_norm: 5.4647 2021-06-17 03:51:56,551 - mmaction - INFO - Epoch [20][2100/3757] lr: 1.000e-02, eta: 1 day, 15:40:20, time: 1.183, data_time: 0.083, memory: 7080, top1_acc: 0.6062, top5_acc: 0.8359, loss_cls: 1.5993, loss: 1.5993, grad_norm: 5.2401 2021-06-17 03:52:18,888 - mmaction - INFO - Epoch [20][2120/3757] lr: 1.000e-02, eta: 1 day, 15:39:51, time: 1.117, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8125, loss_cls: 1.7083, loss: 1.7083, grad_norm: 5.5290 2021-06-17 03:52:42,690 - mmaction - INFO - Epoch [20][2140/3757] lr: 1.000e-02, eta: 1 day, 15:39:24, time: 1.191, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8305, loss_cls: 1.6029, loss: 1.6029, grad_norm: 5.2328 2021-06-17 03:53:06,374 - mmaction - INFO - Epoch [20][2160/3757] lr: 1.000e-02, eta: 1 day, 15:38:57, time: 1.182, data_time: 0.053, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8102, loss_cls: 1.6976, loss: 1.6976, grad_norm: 5.5017 2021-06-17 03:53:28,448 - mmaction - INFO - Epoch [20][2180/3757] lr: 1.000e-02, eta: 1 day, 15:38:28, time: 1.105, data_time: 0.211, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8070, loss_cls: 1.6997, loss: 1.6997, grad_norm: 5.2791 2021-06-17 03:53:50,300 - mmaction - INFO - Epoch [20][2200/3757] lr: 1.000e-02, eta: 1 day, 15:37:58, time: 1.092, data_time: 0.359, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8305, loss_cls: 1.6098, loss: 1.6098, grad_norm: 5.3621 2021-06-17 03:54:12,776 - mmaction - INFO - Epoch [20][2220/3757] lr: 1.000e-02, eta: 1 day, 15:37:29, time: 1.124, data_time: 0.130, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8172, loss_cls: 1.6703, loss: 1.6703, grad_norm: 5.4714 2021-06-17 03:54:35,563 - mmaction - INFO - Epoch [20][2240/3757] lr: 1.000e-02, eta: 1 day, 15:37:01, time: 1.139, data_time: 0.002, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8141, loss_cls: 1.7081, loss: 1.7081, grad_norm: 5.5283 2021-06-17 03:54:58,426 - mmaction - INFO - Epoch [20][2260/3757] lr: 1.000e-02, eta: 1 day, 15:36:32, time: 1.143, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.7992, loss_cls: 1.7176, loss: 1.7176, grad_norm: 5.5067 2021-06-17 03:55:21,278 - mmaction - INFO - Epoch [20][2280/3757] lr: 1.000e-02, eta: 1 day, 15:36:04, time: 1.143, data_time: 0.006, memory: 7080, top1_acc: 0.5820, top5_acc: 0.8063, loss_cls: 1.7441, loss: 1.7441, grad_norm: 5.3427 2021-06-17 03:55:44,220 - mmaction - INFO - Epoch [20][2300/3757] lr: 1.000e-02, eta: 1 day, 15:35:36, time: 1.145, data_time: 0.183, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8320, loss_cls: 1.6161, loss: 1.6161, grad_norm: 5.4527 2021-06-17 03:56:05,857 - mmaction - INFO - Epoch [20][2320/3757] lr: 1.000e-02, eta: 1 day, 15:35:06, time: 1.083, data_time: 0.059, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8234, loss_cls: 1.6358, loss: 1.6358, grad_norm: 5.2470 2021-06-17 03:56:28,599 - mmaction - INFO - Epoch [20][2340/3757] lr: 1.000e-02, eta: 1 day, 15:34:38, time: 1.135, data_time: 0.070, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8289, loss_cls: 1.6535, loss: 1.6535, grad_norm: 5.3675 2021-06-17 03:56:52,552 - mmaction - INFO - Epoch [20][2360/3757] lr: 1.000e-02, eta: 1 day, 15:34:11, time: 1.199, data_time: 0.069, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8258, loss_cls: 1.6586, loss: 1.6586, grad_norm: 5.2920 2021-06-17 03:57:15,380 - mmaction - INFO - Epoch [20][2380/3757] lr: 1.000e-02, eta: 1 day, 15:33:43, time: 1.141, data_time: 0.063, memory: 7080, top1_acc: 0.6188, top5_acc: 0.8422, loss_cls: 1.5891, loss: 1.5891, grad_norm: 5.2546 2021-06-17 03:57:38,268 - mmaction - INFO - Epoch [20][2400/3757] lr: 1.000e-02, eta: 1 day, 15:33:15, time: 1.145, data_time: 0.099, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8305, loss_cls: 1.5867, loss: 1.5867, grad_norm: 5.2293 2021-06-17 03:58:00,599 - mmaction - INFO - Epoch [20][2420/3757] lr: 1.000e-02, eta: 1 day, 15:32:46, time: 1.117, data_time: 0.206, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8266, loss_cls: 1.6624, loss: 1.6624, grad_norm: 5.4224 2021-06-17 03:58:22,973 - mmaction - INFO - Epoch [20][2440/3757] lr: 1.000e-02, eta: 1 day, 15:32:17, time: 1.118, data_time: 0.001, memory: 7080, top1_acc: 0.5813, top5_acc: 0.8102, loss_cls: 1.7582, loss: 1.7582, grad_norm: 5.5576 2021-06-17 03:58:47,373 - mmaction - INFO - Epoch [20][2460/3757] lr: 1.000e-02, eta: 1 day, 15:31:51, time: 1.220, data_time: 0.002, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8125, loss_cls: 1.6759, loss: 1.6759, grad_norm: 5.3123 2021-06-17 03:59:09,902 - mmaction - INFO - Epoch [20][2480/3757] lr: 1.000e-02, eta: 1 day, 15:31:22, time: 1.126, data_time: 0.003, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8117, loss_cls: 1.7186, loss: 1.7186, grad_norm: 5.5256 2021-06-17 03:59:32,504 - mmaction - INFO - Epoch [20][2500/3757] lr: 1.000e-02, eta: 1 day, 15:30:53, time: 1.131, data_time: 0.002, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8273, loss_cls: 1.6937, loss: 1.6937, grad_norm: 5.3592 2021-06-17 03:59:55,117 - mmaction - INFO - Epoch [20][2520/3757] lr: 1.000e-02, eta: 1 day, 15:30:25, time: 1.130, data_time: 0.002, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8367, loss_cls: 1.6273, loss: 1.6273, grad_norm: 5.2933 2021-06-17 04:00:18,107 - mmaction - INFO - Epoch [20][2540/3757] lr: 1.000e-02, eta: 1 day, 15:29:57, time: 1.149, data_time: 0.051, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8258, loss_cls: 1.6965, loss: 1.6965, grad_norm: 5.5155 2021-06-17 04:00:39,983 - mmaction - INFO - Epoch [20][2560/3757] lr: 1.000e-02, eta: 1 day, 15:29:27, time: 1.094, data_time: 0.002, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8258, loss_cls: 1.6830, loss: 1.6830, grad_norm: 5.4326 2021-06-17 04:01:02,476 - mmaction - INFO - Epoch [20][2580/3757] lr: 1.000e-02, eta: 1 day, 15:28:58, time: 1.125, data_time: 0.118, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8367, loss_cls: 1.6171, loss: 1.6171, grad_norm: 5.3699 2021-06-17 04:01:25,060 - mmaction - INFO - Epoch [20][2600/3757] lr: 1.000e-02, eta: 1 day, 15:28:30, time: 1.129, data_time: 0.041, memory: 7080, top1_acc: 0.5992, top5_acc: 0.8258, loss_cls: 1.6557, loss: 1.6557, grad_norm: 5.1919 2021-06-17 04:01:47,881 - mmaction - INFO - Epoch [20][2620/3757] lr: 1.000e-02, eta: 1 day, 15:28:01, time: 1.140, data_time: 0.086, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8281, loss_cls: 1.6561, loss: 1.6561, grad_norm: 5.2876 2021-06-17 04:02:12,144 - mmaction - INFO - Epoch [20][2640/3757] lr: 1.000e-02, eta: 1 day, 15:27:35, time: 1.214, data_time: 0.148, memory: 7080, top1_acc: 0.6195, top5_acc: 0.8148, loss_cls: 1.6578, loss: 1.6578, grad_norm: 5.2932 2021-06-17 04:02:35,407 - mmaction - INFO - Epoch [20][2660/3757] lr: 1.000e-02, eta: 1 day, 15:27:08, time: 1.163, data_time: 0.001, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8164, loss_cls: 1.7052, loss: 1.7052, grad_norm: 5.4370 2021-06-17 04:02:56,116 - mmaction - INFO - Epoch [20][2680/3757] lr: 1.000e-02, eta: 1 day, 15:26:36, time: 1.035, data_time: 0.002, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8352, loss_cls: 1.6600, loss: 1.6600, grad_norm: 5.3534 2021-06-17 04:03:19,817 - mmaction - INFO - Epoch [20][2700/3757] lr: 1.000e-02, eta: 1 day, 15:26:09, time: 1.185, data_time: 0.163, memory: 7080, top1_acc: 0.5836, top5_acc: 0.8094, loss_cls: 1.7422, loss: 1.7422, grad_norm: 5.5443 2021-06-17 04:03:42,824 - mmaction - INFO - Epoch [20][2720/3757] lr: 1.000e-02, eta: 1 day, 15:25:41, time: 1.149, data_time: 0.020, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8211, loss_cls: 1.6560, loss: 1.6560, grad_norm: 5.2726 2021-06-17 04:04:05,671 - mmaction - INFO - Epoch [20][2740/3757] lr: 1.000e-02, eta: 1 day, 15:25:13, time: 1.144, data_time: 0.210, memory: 7080, top1_acc: 0.5563, top5_acc: 0.8016, loss_cls: 1.8218, loss: 1.8218, grad_norm: 5.3592 2021-06-17 04:04:29,597 - mmaction - INFO - Epoch [20][2760/3757] lr: 1.000e-02, eta: 1 day, 15:24:47, time: 1.195, data_time: 0.148, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8313, loss_cls: 1.6064, loss: 1.6064, grad_norm: 5.0130 2021-06-17 04:04:51,724 - mmaction - INFO - Epoch [20][2780/3757] lr: 1.000e-02, eta: 1 day, 15:24:17, time: 1.107, data_time: 0.095, memory: 7080, top1_acc: 0.5773, top5_acc: 0.8141, loss_cls: 1.7503, loss: 1.7503, grad_norm: 5.4647 2021-06-17 04:05:13,684 - mmaction - INFO - Epoch [20][2800/3757] lr: 1.000e-02, eta: 1 day, 15:23:48, time: 1.097, data_time: 0.053, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8313, loss_cls: 1.6843, loss: 1.6843, grad_norm: 5.3443 2021-06-17 04:05:37,154 - mmaction - INFO - Epoch [20][2820/3757] lr: 1.000e-02, eta: 1 day, 15:23:21, time: 1.174, data_time: 0.049, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8242, loss_cls: 1.5711, loss: 1.5711, grad_norm: 5.2704 2021-06-17 04:06:00,020 - mmaction - INFO - Epoch [20][2840/3757] lr: 1.000e-02, eta: 1 day, 15:22:53, time: 1.144, data_time: 0.057, memory: 7080, top1_acc: 0.6094, top5_acc: 0.8320, loss_cls: 1.6054, loss: 1.6054, grad_norm: 5.2456 2021-06-17 04:06:21,868 - mmaction - INFO - Epoch [20][2860/3757] lr: 1.000e-02, eta: 1 day, 15:22:23, time: 1.093, data_time: 0.038, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8266, loss_cls: 1.7095, loss: 1.7095, grad_norm: 5.4485 2021-06-17 04:06:46,114 - mmaction - INFO - Epoch [20][2880/3757] lr: 1.000e-02, eta: 1 day, 15:21:57, time: 1.212, data_time: 0.002, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8117, loss_cls: 1.7066, loss: 1.7066, grad_norm: 5.3342 2021-06-17 04:07:07,079 - mmaction - INFO - Epoch [20][2900/3757] lr: 1.000e-02, eta: 1 day, 15:21:26, time: 1.048, data_time: 0.010, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8242, loss_cls: 1.6662, loss: 1.6662, grad_norm: 5.4240 2021-06-17 04:07:30,079 - mmaction - INFO - Epoch [20][2920/3757] lr: 1.000e-02, eta: 1 day, 15:20:58, time: 1.148, data_time: 0.153, memory: 7080, top1_acc: 0.6047, top5_acc: 0.8266, loss_cls: 1.6778, loss: 1.6778, grad_norm: 5.1520 2021-06-17 04:07:52,757 - mmaction - INFO - Epoch [20][2940/3757] lr: 1.000e-02, eta: 1 day, 15:20:29, time: 1.136, data_time: 0.231, memory: 7080, top1_acc: 0.6055, top5_acc: 0.8367, loss_cls: 1.5738, loss: 1.5738, grad_norm: 5.1974 2021-06-17 04:08:16,911 - mmaction - INFO - Epoch [20][2960/3757] lr: 1.000e-02, eta: 1 day, 15:20:03, time: 1.208, data_time: 0.125, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8320, loss_cls: 1.6329, loss: 1.6329, grad_norm: 5.4523 2021-06-17 04:08:39,081 - mmaction - INFO - Epoch [20][2980/3757] lr: 1.000e-02, eta: 1 day, 15:19:34, time: 1.107, data_time: 0.059, memory: 7080, top1_acc: 0.6156, top5_acc: 0.8211, loss_cls: 1.5769, loss: 1.5769, grad_norm: 5.2093 2021-06-17 04:09:01,984 - mmaction - INFO - Epoch [20][3000/3757] lr: 1.000e-02, eta: 1 day, 15:19:06, time: 1.147, data_time: 0.239, memory: 7080, top1_acc: 0.5898, top5_acc: 0.8203, loss_cls: 1.6998, loss: 1.6998, grad_norm: 5.3810 2021-06-17 04:09:25,108 - mmaction - INFO - Epoch [20][3020/3757] lr: 1.000e-02, eta: 1 day, 15:18:38, time: 1.156, data_time: 0.090, memory: 7080, top1_acc: 0.5578, top5_acc: 0.8141, loss_cls: 1.7651, loss: 1.7651, grad_norm: 5.3925 2021-06-17 04:09:47,737 - mmaction - INFO - Epoch [20][3040/3757] lr: 1.000e-02, eta: 1 day, 15:18:10, time: 1.131, data_time: 0.065, memory: 7080, top1_acc: 0.5781, top5_acc: 0.8234, loss_cls: 1.6969, loss: 1.6969, grad_norm: 5.3801 2021-06-17 04:10:11,005 - mmaction - INFO - Epoch [20][3060/3757] lr: 1.000e-02, eta: 1 day, 15:17:42, time: 1.164, data_time: 0.017, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8039, loss_cls: 1.7263, loss: 1.7263, grad_norm: 5.3339 2021-06-17 04:10:33,183 - mmaction - INFO - Epoch [20][3080/3757] lr: 1.000e-02, eta: 1 day, 15:17:13, time: 1.109, data_time: 0.067, memory: 7080, top1_acc: 0.5719, top5_acc: 0.8172, loss_cls: 1.6870, loss: 1.6870, grad_norm: 5.4226 2021-06-17 04:10:56,651 - mmaction - INFO - Epoch [20][3100/3757] lr: 1.000e-02, eta: 1 day, 15:16:46, time: 1.172, data_time: 0.125, memory: 7080, top1_acc: 0.5852, top5_acc: 0.8125, loss_cls: 1.7098, loss: 1.7098, grad_norm: 5.1870 2021-06-17 04:11:19,554 - mmaction - INFO - Epoch [20][3120/3757] lr: 1.000e-02, eta: 1 day, 15:16:18, time: 1.147, data_time: 0.104, memory: 7080, top1_acc: 0.5945, top5_acc: 0.8195, loss_cls: 1.7374, loss: 1.7374, grad_norm: 5.3372 2021-06-17 04:11:42,473 - mmaction - INFO - Epoch [20][3140/3757] lr: 1.000e-02, eta: 1 day, 15:15:50, time: 1.143, data_time: 0.120, memory: 7080, top1_acc: 0.5930, top5_acc: 0.8336, loss_cls: 1.6297, loss: 1.6297, grad_norm: 5.2906 2021-06-17 04:12:05,615 - mmaction - INFO - Epoch [20][3160/3757] lr: 1.000e-02, eta: 1 day, 15:15:22, time: 1.159, data_time: 0.137, memory: 7080, top1_acc: 0.6008, top5_acc: 0.8227, loss_cls: 1.6716, loss: 1.6716, grad_norm: 5.2135 2021-06-17 04:12:28,470 - mmaction - INFO - Epoch [20][3180/3757] lr: 1.000e-02, eta: 1 day, 15:14:54, time: 1.144, data_time: 0.113, memory: 7080, top1_acc: 0.5891, top5_acc: 0.8094, loss_cls: 1.7618, loss: 1.7618, grad_norm: 5.3732 2021-06-17 04:12:51,841 - mmaction - INFO - Epoch [20][3200/3757] lr: 1.000e-02, eta: 1 day, 15:14:27, time: 1.167, data_time: 0.130, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.7055, loss: 1.7055, grad_norm: 5.3376 2021-06-17 04:13:14,472 - mmaction - INFO - Epoch [20][3220/3757] lr: 1.000e-02, eta: 1 day, 15:13:58, time: 1.131, data_time: 0.237, memory: 7080, top1_acc: 0.6258, top5_acc: 0.8305, loss_cls: 1.5927, loss: 1.5927, grad_norm: 5.2076 2021-06-17 04:13:36,760 - mmaction - INFO - Epoch [20][3240/3757] lr: 1.000e-02, eta: 1 day, 15:13:29, time: 1.116, data_time: 0.268, memory: 7080, top1_acc: 0.6148, top5_acc: 0.8367, loss_cls: 1.6041, loss: 1.6041, grad_norm: 5.3479 2021-06-17 04:13:59,496 - mmaction - INFO - Epoch [20][3260/3757] lr: 1.000e-02, eta: 1 day, 15:13:01, time: 1.137, data_time: 0.253, memory: 7080, top1_acc: 0.6031, top5_acc: 0.8227, loss_cls: 1.6805, loss: 1.6805, grad_norm: 5.1349 2021-06-17 04:14:22,770 - mmaction - INFO - Epoch [20][3280/3757] lr: 1.000e-02, eta: 1 day, 15:12:33, time: 1.163, data_time: 0.027, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8313, loss_cls: 1.6180, loss: 1.6180, grad_norm: 5.1116 2021-06-17 04:14:45,948 - mmaction - INFO - Epoch [20][3300/3757] lr: 1.000e-02, eta: 1 day, 15:12:06, time: 1.160, data_time: 0.007, memory: 7080, top1_acc: 0.6078, top5_acc: 0.8313, loss_cls: 1.6112, loss: 1.6112, grad_norm: 5.1882 2021-06-17 04:15:09,039 - mmaction - INFO - Epoch [20][3320/3757] lr: 1.000e-02, eta: 1 day, 15:11:38, time: 1.154, data_time: 0.003, memory: 7080, top1_acc: 0.5969, top5_acc: 0.8156, loss_cls: 1.6947, loss: 1.6947, grad_norm: 5.3376 2021-06-17 04:15:33,050 - mmaction - INFO - Epoch [20][3340/3757] lr: 1.000e-02, eta: 1 day, 15:11:12, time: 1.202, data_time: 0.002, memory: 7080, top1_acc: 0.6086, top5_acc: 0.8313, loss_cls: 1.6238, loss: 1.6238, grad_norm: 5.1711 2021-06-17 04:15:54,525 - mmaction - INFO - Epoch [20][3360/3757] lr: 1.000e-02, eta: 1 day, 15:10:42, time: 1.073, data_time: 0.002, memory: 7080, top1_acc: 0.5750, top5_acc: 0.8031, loss_cls: 1.7424, loss: 1.7424, grad_norm: 5.5072 2021-06-17 04:16:17,836 - mmaction - INFO - Epoch [20][3380/3757] lr: 1.000e-02, eta: 1 day, 15:10:14, time: 1.164, data_time: 0.003, memory: 7080, top1_acc: 0.6000, top5_acc: 0.8227, loss_cls: 1.6344, loss: 1.6344, grad_norm: 5.3043 2021-06-17 04:16:39,373 - mmaction - INFO - Epoch [20][3400/3757] lr: 1.000e-02, eta: 1 day, 15:09:44, time: 1.078, data_time: 0.075, memory: 7080, top1_acc: 0.5906, top5_acc: 0.8242, loss_cls: 1.7218, loss: 1.7218, grad_norm: 5.5125 2021-06-17 04:17:02,041 - mmaction - INFO - Epoch [20][3420/3757] lr: 1.000e-02, eta: 1 day, 15:09:16, time: 1.133, data_time: 0.071, memory: 7080, top1_acc: 0.5938, top5_acc: 0.8289, loss_cls: 1.6704, loss: 1.6704, grad_norm: 5.4714 2021-06-17 04:17:24,508 - mmaction - INFO - Epoch [20][3440/3757] lr: 1.000e-02, eta: 1 day, 15:08:47, time: 1.124, data_time: 0.200, memory: 7080, top1_acc: 0.5844, top5_acc: 0.8320, loss_cls: 1.6683, loss: 1.6683, grad_norm: 5.3063 2021-06-17 04:17:47,435 - mmaction - INFO - Epoch [20][3460/3757] lr: 1.000e-02, eta: 1 day, 15:08:19, time: 1.147, data_time: 0.240, memory: 7080, top1_acc: 0.6109, top5_acc: 0.8195, loss_cls: 1.6330, loss: 1.6330, grad_norm: 5.2335 2021-06-17 04:18:09,006 - mmaction - INFO - Epoch [20][3480/3757] lr: 1.000e-02, eta: 1 day, 15:07:49, time: 1.076, data_time: 0.391, memory: 7080, top1_acc: 0.6102, top5_acc: 0.8297, loss_cls: 1.6243, loss: 1.6243, grad_norm: 5.1163 2021-06-17 04:18:31,141 - mmaction - INFO - Epoch [20][3500/3757] lr: 1.000e-02, eta: 1 day, 15:07:20, time: 1.109, data_time: 0.423, memory: 7080, top1_acc: 0.6039, top5_acc: 0.8266, loss_cls: 1.6339, loss: 1.6339, grad_norm: 5.2751 2021-06-17 04:18:54,570 - mmaction - INFO - Epoch [20][3520/3757] lr: 1.000e-02, eta: 1 day, 15:06:53, time: 1.171, data_time: 0.126, memory: 7080, top1_acc: 0.6141, top5_acc: 0.8383, loss_cls: 1.5803, loss: 1.5803, grad_norm: 5.2251 2021-06-17 04:19:16,737 - mmaction - INFO - Epoch [20][3540/3757] lr: 1.000e-02, eta: 1 day, 15:06:24, time: 1.109, data_time: 0.002, memory: 7080, top1_acc: 0.5789, top5_acc: 0.8039, loss_cls: 1.7410, loss: 1.7410, grad_norm: 5.6264 2021-06-17 04:19:39,374 - mmaction - INFO - Epoch [20][3560/3757] lr: 1.000e-02, eta: 1 day, 15:05:55, time: 1.129, data_time: 0.002, memory: 7080, top1_acc: 0.5922, top5_acc: 0.8266, loss_cls: 1.6793, loss: 1.6793, grad_norm: 5.4799 2021-06-17 04:20:02,273 - mmaction - INFO - Epoch [20][3580/3757] lr: 1.000e-02, eta: 1 day, 15:05:27, time: 1.147, data_time: 0.008, memory: 7080, top1_acc: 0.5766, top5_acc: 0.8148, loss_cls: 1.7405, loss: 1.7405, grad_norm: 5.4841 2021-06-17 04:20:24,365 - mmaction - INFO - Epoch [20][3600/3757] lr: 1.000e-02, eta: 1 day, 15:04:58, time: 1.103, data_time: 0.257, memory: 7080, top1_acc: 0.5914, top5_acc: 0.8195, loss_cls: 1.6857, loss: 1.6857, grad_norm: 5.4190 2021-06-17 04:20:48,407 - mmaction - INFO - Epoch [20][3620/3757] lr: 1.000e-02, eta: 1 day, 15:04:32, time: 1.204, data_time: 0.273, memory: 7080, top1_acc: 0.5633, top5_acc: 0.8164, loss_cls: 1.7735, loss: 1.7735, grad_norm: 5.4489 2021-06-17 04:21:10,553 - mmaction - INFO - Epoch [20][3640/3757] lr: 1.000e-02, eta: 1 day, 15:04:03, time: 1.107, data_time: 0.092, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8266, loss_cls: 1.6739, loss: 1.6739, grad_norm: 5.5029 2021-06-17 04:21:33,647 - mmaction - INFO - Epoch [20][3660/3757] lr: 1.000e-02, eta: 1 day, 15:03:35, time: 1.155, data_time: 0.007, memory: 7080, top1_acc: 0.5961, top5_acc: 0.8242, loss_cls: 1.6492, loss: 1.6492, grad_norm: 5.5130 2021-06-17 04:21:57,278 - mmaction - INFO - Epoch [20][3680/3757] lr: 1.000e-02, eta: 1 day, 15:03:08, time: 1.174, data_time: 0.002, memory: 7080, top1_acc: 0.5828, top5_acc: 0.8203, loss_cls: 1.7275, loss: 1.7275, grad_norm: 5.5558 2021-06-17 04:22:19,348 - mmaction - INFO - Epoch [20][3700/3757] lr: 1.000e-02, eta: 1 day, 15:02:39, time: 1.111, data_time: 0.017, memory: 7080, top1_acc: 0.6164, top5_acc: 0.8344, loss_cls: 1.6069, loss: 1.6069, grad_norm: 5.3327 2021-06-17 04:22:42,416 - mmaction - INFO - Epoch [20][3720/3757] lr: 1.000e-02, eta: 1 day, 15:02:11, time: 1.154, data_time: 0.036, memory: 7080, top1_acc: 0.6016, top5_acc: 0.8242, loss_cls: 1.6413, loss: 1.6413, grad_norm: 5.1586 2021-06-17 04:23:06,019 - mmaction - INFO - Epoch [20][3740/3757] lr: 1.000e-02, eta: 1 day, 15:01:44, time: 1.180, data_time: 0.016, memory: 7080, top1_acc: 0.5859, top5_acc: 0.8148, loss_cls: 1.6585, loss: 1.6585, grad_norm: 5.3127 2021-06-17 04:23:24,853 - mmaction - INFO - Saving checkpoint at 20 epochs 2021-06-17 04:30:30,767 - mmaction - INFO - Epoch [21][20/3757] lr: 1.000e-03, eta: 1 day, 15:10:26, time: 21.249, data_time: 20.565, memory: 7080, top1_acc: 0.5883, top5_acc: 0.8328, loss_cls: 1.6314, loss: 1.6314, grad_norm: 5.3086 2021-06-17 04:30:52,984 - mmaction - INFO - Epoch [21][40/3757] lr: 1.000e-03, eta: 1 day, 15:09:57, time: 1.113, data_time: 0.486, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.5200, loss: 1.5200, grad_norm: 4.8959 2021-06-17 04:31:14,879 - mmaction - INFO - Epoch [21][60/3757] lr: 1.000e-03, eta: 1 day, 15:09:27, time: 1.095, data_time: 0.316, memory: 7080, top1_acc: 0.6219, top5_acc: 0.8391, loss_cls: 1.5824, loss: 1.5824, grad_norm: 5.0480 2021-06-17 04:31:37,671 - mmaction - INFO - Epoch [21][80/3757] lr: 1.000e-03, eta: 1 day, 15:08:59, time: 1.140, data_time: 0.125, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8594, loss_cls: 1.4878, loss: 1.4878, grad_norm: 4.9858 2021-06-17 04:32:01,138 - mmaction - INFO - Epoch [21][100/3757] lr: 1.000e-03, eta: 1 day, 15:08:31, time: 1.169, data_time: 0.001, memory: 7080, top1_acc: 0.6336, top5_acc: 0.8289, loss_cls: 1.5547, loss: 1.5547, grad_norm: 4.9817 2021-06-17 04:32:22,332 - mmaction - INFO - Epoch [21][120/3757] lr: 1.000e-03, eta: 1 day, 15:08:01, time: 1.063, data_time: 0.048, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8375, loss_cls: 1.5236, loss: 1.5236, grad_norm: 4.9848 2021-06-17 04:32:45,145 - mmaction - INFO - Epoch [21][140/3757] lr: 1.000e-03, eta: 1 day, 15:07:32, time: 1.141, data_time: 0.229, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8609, loss_cls: 1.4375, loss: 1.4375, grad_norm: 5.0072 2021-06-17 04:33:08,701 - mmaction - INFO - Epoch [21][160/3757] lr: 1.000e-03, eta: 1 day, 15:07:05, time: 1.176, data_time: 0.245, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8602, loss_cls: 1.4076, loss: 1.4076, grad_norm: 4.8739 2021-06-17 04:33:32,407 - mmaction - INFO - Epoch [21][180/3757] lr: 1.000e-03, eta: 1 day, 15:06:38, time: 1.186, data_time: 0.518, memory: 7080, top1_acc: 0.6773, top5_acc: 0.8703, loss_cls: 1.3306, loss: 1.3306, grad_norm: 4.7255 2021-06-17 04:33:54,246 - mmaction - INFO - Epoch [21][200/3757] lr: 1.000e-03, eta: 1 day, 15:06:08, time: 1.092, data_time: 0.153, memory: 7080, top1_acc: 0.6398, top5_acc: 0.8570, loss_cls: 1.4416, loss: 1.4416, grad_norm: 5.0065 2021-06-17 04:34:16,714 - mmaction - INFO - Epoch [21][220/3757] lr: 1.000e-03, eta: 1 day, 15:05:39, time: 1.123, data_time: 0.002, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8664, loss_cls: 1.3454, loss: 1.3454, grad_norm: 4.7502 2021-06-17 04:34:39,696 - mmaction - INFO - Epoch [21][240/3757] lr: 1.000e-03, eta: 1 day, 15:05:11, time: 1.148, data_time: 0.005, memory: 7080, top1_acc: 0.6352, top5_acc: 0.8367, loss_cls: 1.4852, loss: 1.4852, grad_norm: 4.8548 2021-06-17 04:35:02,817 - mmaction - INFO - Epoch [21][260/3757] lr: 1.000e-03, eta: 1 day, 15:04:44, time: 1.158, data_time: 0.004, memory: 7080, top1_acc: 0.6344, top5_acc: 0.8555, loss_cls: 1.4380, loss: 1.4380, grad_norm: 5.0242 2021-06-17 04:35:24,862 - mmaction - INFO - Epoch [21][280/3757] lr: 1.000e-03, eta: 1 day, 15:04:14, time: 1.102, data_time: 0.030, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8570, loss_cls: 1.3791, loss: 1.3791, grad_norm: 4.8234 2021-06-17 04:35:46,880 - mmaction - INFO - Epoch [21][300/3757] lr: 1.000e-03, eta: 1 day, 15:03:45, time: 1.101, data_time: 0.003, memory: 7080, top1_acc: 0.6492, top5_acc: 0.8656, loss_cls: 1.3848, loss: 1.3848, grad_norm: 4.9806 2021-06-17 04:36:10,105 - mmaction - INFO - Epoch [21][320/3757] lr: 1.000e-03, eta: 1 day, 15:03:17, time: 1.161, data_time: 0.156, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8703, loss_cls: 1.3463, loss: 1.3463, grad_norm: 4.8547 2021-06-17 04:36:32,649 - mmaction - INFO - Epoch [21][340/3757] lr: 1.000e-03, eta: 1 day, 15:02:48, time: 1.127, data_time: 0.145, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8367, loss_cls: 1.4175, loss: 1.4175, grad_norm: 4.8923 2021-06-17 04:36:56,406 - mmaction - INFO - Epoch [21][360/3757] lr: 1.000e-03, eta: 1 day, 15:02:21, time: 1.187, data_time: 0.412, memory: 7080, top1_acc: 0.6711, top5_acc: 0.8664, loss_cls: 1.3376, loss: 1.3376, grad_norm: 4.8301 2021-06-17 04:37:19,589 - mmaction - INFO - Epoch [21][380/3757] lr: 1.000e-03, eta: 1 day, 15:01:54, time: 1.161, data_time: 0.237, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8625, loss_cls: 1.3881, loss: 1.3881, grad_norm: 4.9826 2021-06-17 04:37:43,581 - mmaction - INFO - Epoch [21][400/3757] lr: 1.000e-03, eta: 1 day, 15:01:27, time: 1.199, data_time: 0.028, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8453, loss_cls: 1.4244, loss: 1.4244, grad_norm: 5.0195 2021-06-17 04:38:05,864 - mmaction - INFO - Epoch [21][420/3757] lr: 1.000e-03, eta: 1 day, 15:00:58, time: 1.114, data_time: 0.001, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.4330, loss: 1.4330, grad_norm: 4.9995 2021-06-17 04:38:26,893 - mmaction - INFO - Epoch [21][440/3757] lr: 1.000e-03, eta: 1 day, 15:00:27, time: 1.052, data_time: 0.002, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8570, loss_cls: 1.4113, loss: 1.4113, grad_norm: 4.8319 2021-06-17 04:38:50,835 - mmaction - INFO - Epoch [21][460/3757] lr: 1.000e-03, eta: 1 day, 15:00:00, time: 1.190, data_time: 0.001, memory: 7080, top1_acc: 0.6469, top5_acc: 0.8555, loss_cls: 1.4119, loss: 1.4119, grad_norm: 5.0676 2021-06-17 04:39:13,142 - mmaction - INFO - Epoch [21][480/3757] lr: 1.000e-03, eta: 1 day, 14:59:31, time: 1.122, data_time: 0.009, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8578, loss_cls: 1.3579, loss: 1.3579, grad_norm: 4.8573 2021-06-17 04:39:34,986 - mmaction - INFO - Epoch [21][500/3757] lr: 1.000e-03, eta: 1 day, 14:59:02, time: 1.090, data_time: 0.024, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8703, loss_cls: 1.3805, loss: 1.3805, grad_norm: 5.0924 2021-06-17 04:39:58,225 - mmaction - INFO - Epoch [21][520/3757] lr: 1.000e-03, eta: 1 day, 14:58:34, time: 1.164, data_time: 0.018, memory: 7080, top1_acc: 0.6727, top5_acc: 0.8656, loss_cls: 1.3301, loss: 1.3301, grad_norm: 4.8901 2021-06-17 04:40:21,599 - mmaction - INFO - Epoch [21][540/3757] lr: 1.000e-03, eta: 1 day, 14:58:07, time: 1.169, data_time: 0.094, memory: 7080, top1_acc: 0.6906, top5_acc: 0.8758, loss_cls: 1.2887, loss: 1.2887, grad_norm: 4.7728 2021-06-17 04:40:44,915 - mmaction - INFO - Epoch [21][560/3757] lr: 1.000e-03, eta: 1 day, 14:57:39, time: 1.166, data_time: 0.002, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.3814, loss: 1.3814, grad_norm: 4.8323 2021-06-17 04:41:07,529 - mmaction - INFO - Epoch [21][580/3757] lr: 1.000e-03, eta: 1 day, 14:57:10, time: 1.128, data_time: 0.184, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8750, loss_cls: 1.3202, loss: 1.3202, grad_norm: 4.9055 2021-06-17 04:41:31,332 - mmaction - INFO - Epoch [21][600/3757] lr: 1.000e-03, eta: 1 day, 14:56:44, time: 1.193, data_time: 0.052, memory: 7080, top1_acc: 0.6516, top5_acc: 0.8594, loss_cls: 1.3883, loss: 1.3883, grad_norm: 5.0259 2021-06-17 04:41:52,752 - mmaction - INFO - Epoch [21][620/3757] lr: 1.000e-03, eta: 1 day, 14:56:13, time: 1.071, data_time: 0.057, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8609, loss_cls: 1.3636, loss: 1.3636, grad_norm: 4.8516 2021-06-17 04:42:14,625 - mmaction - INFO - Epoch [21][640/3757] lr: 1.000e-03, eta: 1 day, 14:55:44, time: 1.093, data_time: 0.094, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8578, loss_cls: 1.3801, loss: 1.3801, grad_norm: 4.9082 2021-06-17 04:42:38,333 - mmaction - INFO - Epoch [21][660/3757] lr: 1.000e-03, eta: 1 day, 14:55:17, time: 1.185, data_time: 0.015, memory: 7080, top1_acc: 0.6687, top5_acc: 0.8664, loss_cls: 1.3452, loss: 1.3452, grad_norm: 5.0003 2021-06-17 04:43:00,766 - mmaction - INFO - Epoch [21][680/3757] lr: 1.000e-03, eta: 1 day, 14:54:48, time: 1.122, data_time: 0.002, memory: 7080, top1_acc: 0.6773, top5_acc: 0.8617, loss_cls: 1.3427, loss: 1.3427, grad_norm: 4.8123 2021-06-17 04:43:24,478 - mmaction - INFO - Epoch [21][700/3757] lr: 1.000e-03, eta: 1 day, 14:54:21, time: 1.186, data_time: 0.070, memory: 7080, top1_acc: 0.6805, top5_acc: 0.8711, loss_cls: 1.3116, loss: 1.3116, grad_norm: 4.8076 2021-06-17 04:43:45,229 - mmaction - INFO - Epoch [21][720/3757] lr: 1.000e-03, eta: 1 day, 14:53:50, time: 1.037, data_time: 0.179, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8578, loss_cls: 1.4241, loss: 1.4241, grad_norm: 5.1133 2021-06-17 04:44:08,794 - mmaction - INFO - Epoch [21][740/3757] lr: 1.000e-03, eta: 1 day, 14:53:23, time: 1.179, data_time: 0.376, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8531, loss_cls: 1.3828, loss: 1.3828, grad_norm: 5.0153 2021-06-17 04:44:32,145 - mmaction - INFO - Epoch [21][760/3757] lr: 1.000e-03, eta: 1 day, 14:52:55, time: 1.167, data_time: 0.063, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8586, loss_cls: 1.3502, loss: 1.3502, grad_norm: 4.9320 2021-06-17 04:44:53,642 - mmaction - INFO - Epoch [21][780/3757] lr: 1.000e-03, eta: 1 day, 14:52:25, time: 1.076, data_time: 0.002, memory: 7080, top1_acc: 0.6578, top5_acc: 0.8406, loss_cls: 1.4238, loss: 1.4238, grad_norm: 4.8962 2021-06-17 04:45:17,491 - mmaction - INFO - Epoch [21][800/3757] lr: 1.000e-03, eta: 1 day, 14:51:58, time: 1.192, data_time: 0.022, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.3518, loss: 1.3518, grad_norm: 5.0296 2021-06-17 04:45:40,498 - mmaction - INFO - Epoch [21][820/3757] lr: 1.000e-03, eta: 1 day, 14:51:30, time: 1.151, data_time: 0.002, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8555, loss_cls: 1.4093, loss: 1.4093, grad_norm: 5.0497 2021-06-17 04:46:04,817 - mmaction - INFO - Epoch [21][840/3757] lr: 1.000e-03, eta: 1 day, 14:51:04, time: 1.216, data_time: 0.001, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8625, loss_cls: 1.3719, loss: 1.3719, grad_norm: 5.1216 2021-06-17 04:46:27,229 - mmaction - INFO - Epoch [21][860/3757] lr: 1.000e-03, eta: 1 day, 14:50:35, time: 1.118, data_time: 0.001, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8555, loss_cls: 1.3695, loss: 1.3695, grad_norm: 5.0756 2021-06-17 04:46:47,883 - mmaction - INFO - Epoch [21][880/3757] lr: 1.000e-03, eta: 1 day, 14:50:04, time: 1.035, data_time: 0.004, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.3798, loss: 1.3798, grad_norm: 5.0047 2021-06-17 04:47:10,217 - mmaction - INFO - Epoch [21][900/3757] lr: 1.000e-03, eta: 1 day, 14:49:35, time: 1.116, data_time: 0.105, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8578, loss_cls: 1.4063, loss: 1.4063, grad_norm: 4.9006 2021-06-17 04:47:32,700 - mmaction - INFO - Epoch [21][920/3757] lr: 1.000e-03, eta: 1 day, 14:49:06, time: 1.125, data_time: 0.326, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8578, loss_cls: 1.3751, loss: 1.3751, grad_norm: 5.0575 2021-06-17 04:47:55,406 - mmaction - INFO - Epoch [21][940/3757] lr: 1.000e-03, eta: 1 day, 14:48:38, time: 1.135, data_time: 0.321, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8578, loss_cls: 1.3981, loss: 1.3981, grad_norm: 5.1131 2021-06-17 04:48:20,228 - mmaction - INFO - Epoch [21][960/3757] lr: 1.000e-03, eta: 1 day, 14:48:13, time: 1.241, data_time: 0.002, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8719, loss_cls: 1.2558, loss: 1.2558, grad_norm: 4.7479 2021-06-17 04:48:42,288 - mmaction - INFO - Epoch [21][980/3757] lr: 1.000e-03, eta: 1 day, 14:47:43, time: 1.103, data_time: 0.001, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8672, loss_cls: 1.3804, loss: 1.3804, grad_norm: 5.0283 2021-06-17 04:49:03,777 - mmaction - INFO - Epoch [21][1000/3757] lr: 1.000e-03, eta: 1 day, 14:47:13, time: 1.074, data_time: 0.002, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8594, loss_cls: 1.3638, loss: 1.3638, grad_norm: 5.0763 2021-06-17 04:49:27,651 - mmaction - INFO - Epoch [21][1020/3757] lr: 1.000e-03, eta: 1 day, 14:46:47, time: 1.194, data_time: 0.002, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.4114, loss: 1.4114, grad_norm: 5.0639 2021-06-17 04:49:51,493 - mmaction - INFO - Epoch [21][1040/3757] lr: 1.000e-03, eta: 1 day, 14:46:20, time: 1.184, data_time: 0.001, memory: 7080, top1_acc: 0.6687, top5_acc: 0.8703, loss_cls: 1.3380, loss: 1.3380, grad_norm: 5.0464 2021-06-17 04:50:14,559 - mmaction - INFO - Epoch [21][1060/3757] lr: 1.000e-03, eta: 1 day, 14:45:52, time: 1.161, data_time: 0.009, memory: 7080, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.3103, loss: 1.3103, grad_norm: 5.0173 2021-06-17 04:50:37,695 - mmaction - INFO - Epoch [21][1080/3757] lr: 1.000e-03, eta: 1 day, 14:45:24, time: 1.157, data_time: 0.004, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8633, loss_cls: 1.3528, loss: 1.3528, grad_norm: 5.0395 2021-06-17 04:50:59,647 - mmaction - INFO - Epoch [21][1100/3757] lr: 1.000e-03, eta: 1 day, 14:44:55, time: 1.097, data_time: 0.001, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8844, loss_cls: 1.1907, loss: 1.1907, grad_norm: 4.7818 2021-06-17 04:51:22,047 - mmaction - INFO - Epoch [21][1120/3757] lr: 1.000e-03, eta: 1 day, 14:44:26, time: 1.120, data_time: 0.045, memory: 7080, top1_acc: 0.6844, top5_acc: 0.8727, loss_cls: 1.3267, loss: 1.3267, grad_norm: 4.9734 2021-06-17 04:51:45,053 - mmaction - INFO - Epoch [21][1140/3757] lr: 1.000e-03, eta: 1 day, 14:43:58, time: 1.151, data_time: 0.200, memory: 7080, top1_acc: 0.6703, top5_acc: 0.8648, loss_cls: 1.3317, loss: 1.3317, grad_norm: 5.0825 2021-06-17 04:52:07,352 - mmaction - INFO - Epoch [21][1160/3757] lr: 1.000e-03, eta: 1 day, 14:43:29, time: 1.115, data_time: 0.365, memory: 7080, top1_acc: 0.6664, top5_acc: 0.8609, loss_cls: 1.3510, loss: 1.3510, grad_norm: 5.0819 2021-06-17 04:52:28,756 - mmaction - INFO - Epoch [21][1180/3757] lr: 1.000e-03, eta: 1 day, 14:42:59, time: 1.065, data_time: 0.147, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.3709, loss: 1.3709, grad_norm: 5.0677 2021-06-17 04:52:50,853 - mmaction - INFO - Epoch [21][1200/3757] lr: 1.000e-03, eta: 1 day, 14:42:30, time: 1.111, data_time: 0.095, memory: 7080, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.3337, loss: 1.3337, grad_norm: 4.9331 2021-06-17 04:53:14,110 - mmaction - INFO - Epoch [21][1220/3757] lr: 1.000e-03, eta: 1 day, 14:42:02, time: 1.162, data_time: 0.277, memory: 7080, top1_acc: 0.6727, top5_acc: 0.8508, loss_cls: 1.3761, loss: 1.3761, grad_norm: 5.0418 2021-06-17 04:53:37,732 - mmaction - INFO - Epoch [21][1240/3757] lr: 1.000e-03, eta: 1 day, 14:41:35, time: 1.182, data_time: 0.015, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8680, loss_cls: 1.3712, loss: 1.3712, grad_norm: 5.1552 2021-06-17 04:54:01,391 - mmaction - INFO - Epoch [21][1260/3757] lr: 1.000e-03, eta: 1 day, 14:41:08, time: 1.179, data_time: 0.001, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8695, loss_cls: 1.3473, loss: 1.3473, grad_norm: 5.0718 2021-06-17 04:54:23,752 - mmaction - INFO - Epoch [21][1280/3757] lr: 1.000e-03, eta: 1 day, 14:40:39, time: 1.122, data_time: 0.021, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.3402, loss: 1.3402, grad_norm: 5.1475 2021-06-17 04:54:45,323 - mmaction - INFO - Epoch [21][1300/3757] lr: 1.000e-03, eta: 1 day, 14:40:10, time: 1.079, data_time: 0.002, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8547, loss_cls: 1.4340, loss: 1.4340, grad_norm: 5.2782 2021-06-17 04:55:08,498 - mmaction - INFO - Epoch [21][1320/3757] lr: 1.000e-03, eta: 1 day, 14:39:42, time: 1.158, data_time: 0.002, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8633, loss_cls: 1.3348, loss: 1.3348, grad_norm: 5.0278 2021-06-17 04:55:31,815 - mmaction - INFO - Epoch [21][1340/3757] lr: 1.000e-03, eta: 1 day, 14:39:14, time: 1.164, data_time: 0.002, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8703, loss_cls: 1.3370, loss: 1.3370, grad_norm: 5.0192 2021-06-17 04:55:55,123 - mmaction - INFO - Epoch [21][1360/3757] lr: 1.000e-03, eta: 1 day, 14:38:47, time: 1.165, data_time: 0.003, memory: 7080, top1_acc: 0.6789, top5_acc: 0.8742, loss_cls: 1.2973, loss: 1.2973, grad_norm: 4.9603 2021-06-17 04:56:17,503 - mmaction - INFO - Epoch [21][1380/3757] lr: 1.000e-03, eta: 1 day, 14:38:18, time: 1.116, data_time: 0.003, memory: 7080, top1_acc: 0.6547, top5_acc: 0.8523, loss_cls: 1.3863, loss: 1.3863, grad_norm: 5.1012 2021-06-17 04:56:40,895 - mmaction - INFO - Epoch [21][1400/3757] lr: 1.000e-03, eta: 1 day, 14:37:51, time: 1.175, data_time: 0.007, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8602, loss_cls: 1.3169, loss: 1.3169, grad_norm: 4.8438 2021-06-17 04:57:03,151 - mmaction - INFO - Epoch [21][1420/3757] lr: 1.000e-03, eta: 1 day, 14:37:22, time: 1.112, data_time: 0.003, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8711, loss_cls: 1.3652, loss: 1.3652, grad_norm: 5.1687 2021-06-17 04:57:26,929 - mmaction - INFO - Epoch [21][1440/3757] lr: 1.000e-03, eta: 1 day, 14:36:55, time: 1.188, data_time: 0.002, memory: 7080, top1_acc: 0.6742, top5_acc: 0.8695, loss_cls: 1.3352, loss: 1.3352, grad_norm: 4.9910 2021-06-17 04:57:48,337 - mmaction - INFO - Epoch [21][1460/3757] lr: 1.000e-03, eta: 1 day, 14:36:25, time: 1.072, data_time: 0.002, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8812, loss_cls: 1.2420, loss: 1.2420, grad_norm: 4.8139 2021-06-17 04:58:10,753 - mmaction - INFO - Epoch [21][1480/3757] lr: 1.000e-03, eta: 1 day, 14:35:56, time: 1.117, data_time: 0.036, memory: 7080, top1_acc: 0.6773, top5_acc: 0.8734, loss_cls: 1.3243, loss: 1.3243, grad_norm: 5.0218 2021-06-17 04:58:34,130 - mmaction - INFO - Epoch [21][1500/3757] lr: 1.000e-03, eta: 1 day, 14:35:29, time: 1.170, data_time: 0.080, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8859, loss_cls: 1.2129, loss: 1.2129, grad_norm: 4.8357 2021-06-17 04:58:57,600 - mmaction - INFO - Epoch [21][1520/3757] lr: 1.000e-03, eta: 1 day, 14:35:02, time: 1.176, data_time: 0.117, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8562, loss_cls: 1.4121, loss: 1.4121, grad_norm: 5.0340 2021-06-17 04:59:20,994 - mmaction - INFO - Epoch [21][1540/3757] lr: 1.000e-03, eta: 1 day, 14:34:34, time: 1.168, data_time: 0.135, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8773, loss_cls: 1.2843, loss: 1.2843, grad_norm: 5.0098 2021-06-17 04:59:44,327 - mmaction - INFO - Epoch [21][1560/3757] lr: 1.000e-03, eta: 1 day, 14:34:07, time: 1.168, data_time: 0.433, memory: 7080, top1_acc: 0.6766, top5_acc: 0.8664, loss_cls: 1.3027, loss: 1.3027, grad_norm: 5.0126 2021-06-17 05:00:07,793 - mmaction - INFO - Epoch [21][1580/3757] lr: 1.000e-03, eta: 1 day, 14:33:40, time: 1.173, data_time: 0.193, memory: 7080, top1_acc: 0.6703, top5_acc: 0.8602, loss_cls: 1.3446, loss: 1.3446, grad_norm: 5.0637 2021-06-17 05:00:30,531 - mmaction - INFO - Epoch [21][1600/3757] lr: 1.000e-03, eta: 1 day, 14:33:12, time: 1.134, data_time: 0.151, memory: 7080, top1_acc: 0.6719, top5_acc: 0.8680, loss_cls: 1.2983, loss: 1.2983, grad_norm: 5.0309 2021-06-17 05:00:52,435 - mmaction - INFO - Epoch [21][1620/3757] lr: 1.000e-03, eta: 1 day, 14:32:42, time: 1.098, data_time: 0.074, memory: 7080, top1_acc: 0.6523, top5_acc: 0.8516, loss_cls: 1.3571, loss: 1.3571, grad_norm: 5.0704 2021-06-17 05:01:15,518 - mmaction - INFO - Epoch [21][1640/3757] lr: 1.000e-03, eta: 1 day, 14:32:15, time: 1.152, data_time: 0.002, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.2858, loss: 1.2858, grad_norm: 4.8297 2021-06-17 05:01:38,891 - mmaction - INFO - Epoch [21][1660/3757] lr: 1.000e-03, eta: 1 day, 14:31:47, time: 1.169, data_time: 0.003, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8711, loss_cls: 1.2633, loss: 1.2633, grad_norm: 5.0396 2021-06-17 05:02:01,847 - mmaction - INFO - Epoch [21][1680/3757] lr: 1.000e-03, eta: 1 day, 14:31:19, time: 1.149, data_time: 0.003, memory: 7080, top1_acc: 0.6766, top5_acc: 0.8680, loss_cls: 1.2697, loss: 1.2697, grad_norm: 4.8566 2021-06-17 05:02:23,226 - mmaction - INFO - Epoch [21][1700/3757] lr: 1.000e-03, eta: 1 day, 14:30:49, time: 1.069, data_time: 0.023, memory: 7080, top1_acc: 0.6758, top5_acc: 0.8719, loss_cls: 1.3085, loss: 1.3085, grad_norm: 5.0935 2021-06-17 05:02:45,930 - mmaction - INFO - Epoch [21][1720/3757] lr: 1.000e-03, eta: 1 day, 14:30:21, time: 1.133, data_time: 0.012, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8695, loss_cls: 1.2904, loss: 1.2904, grad_norm: 5.0300 2021-06-17 05:03:09,895 - mmaction - INFO - Epoch [21][1740/3757] lr: 1.000e-03, eta: 1 day, 14:29:54, time: 1.201, data_time: 0.005, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8742, loss_cls: 1.3397, loss: 1.3397, grad_norm: 5.1400 2021-06-17 05:03:32,811 - mmaction - INFO - Epoch [21][1760/3757] lr: 1.000e-03, eta: 1 day, 14:29:27, time: 1.146, data_time: 0.001, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8734, loss_cls: 1.3501, loss: 1.3501, grad_norm: 5.0454 2021-06-17 05:03:55,290 - mmaction - INFO - Epoch [21][1780/3757] lr: 1.000e-03, eta: 1 day, 14:28:58, time: 1.124, data_time: 0.001, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8570, loss_cls: 1.3858, loss: 1.3858, grad_norm: 5.2126 2021-06-17 05:04:17,837 - mmaction - INFO - Epoch [21][1800/3757] lr: 1.000e-03, eta: 1 day, 14:28:29, time: 1.127, data_time: 0.001, memory: 7080, top1_acc: 0.6328, top5_acc: 0.8555, loss_cls: 1.4284, loss: 1.4284, grad_norm: 5.4587 2021-06-17 05:04:40,469 - mmaction - INFO - Epoch [21][1820/3757] lr: 1.000e-03, eta: 1 day, 14:28:01, time: 1.130, data_time: 0.061, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8750, loss_cls: 1.3012, loss: 1.3012, grad_norm: 5.1061 2021-06-17 05:05:04,733 - mmaction - INFO - Epoch [21][1840/3757] lr: 1.000e-03, eta: 1 day, 14:27:35, time: 1.215, data_time: 0.052, memory: 7080, top1_acc: 0.6727, top5_acc: 0.8695, loss_cls: 1.3007, loss: 1.3007, grad_norm: 5.0855 2021-06-17 05:05:26,926 - mmaction - INFO - Epoch [21][1860/3757] lr: 1.000e-03, eta: 1 day, 14:27:06, time: 1.108, data_time: 0.123, memory: 7080, top1_acc: 0.6711, top5_acc: 0.8688, loss_cls: 1.3261, loss: 1.3261, grad_norm: 4.9058 2021-06-17 05:05:50,279 - mmaction - INFO - Epoch [21][1880/3757] lr: 1.000e-03, eta: 1 day, 14:26:39, time: 1.170, data_time: 0.126, memory: 7080, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3298, loss: 1.3298, grad_norm: 5.0682 2021-06-17 05:06:11,602 - mmaction - INFO - Epoch [21][1900/3757] lr: 1.000e-03, eta: 1 day, 14:26:09, time: 1.066, data_time: 0.222, memory: 7080, top1_acc: 0.6820, top5_acc: 0.8758, loss_cls: 1.3373, loss: 1.3373, grad_norm: 5.1131 2021-06-17 05:06:35,787 - mmaction - INFO - Epoch [21][1920/3757] lr: 1.000e-03, eta: 1 day, 14:25:42, time: 1.208, data_time: 0.051, memory: 7080, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.4334, loss: 1.4334, grad_norm: 5.2306 2021-06-17 05:06:57,622 - mmaction - INFO - Epoch [21][1940/3757] lr: 1.000e-03, eta: 1 day, 14:25:13, time: 1.093, data_time: 0.083, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.3146, loss: 1.3146, grad_norm: 5.1440 2021-06-17 05:07:20,646 - mmaction - INFO - Epoch [21][1960/3757] lr: 1.000e-03, eta: 1 day, 14:24:45, time: 1.152, data_time: 0.145, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8602, loss_cls: 1.4472, loss: 1.4472, grad_norm: 5.2550 2021-06-17 05:07:44,484 - mmaction - INFO - Epoch [21][1980/3757] lr: 1.000e-03, eta: 1 day, 14:24:19, time: 1.192, data_time: 0.001, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8750, loss_cls: 1.2875, loss: 1.2875, grad_norm: 5.0409 2021-06-17 05:08:06,265 - mmaction - INFO - Epoch [21][2000/3757] lr: 1.000e-03, eta: 1 day, 14:23:49, time: 1.088, data_time: 0.002, memory: 7080, top1_acc: 0.6594, top5_acc: 0.8805, loss_cls: 1.3265, loss: 1.3265, grad_norm: 5.3274 2021-06-17 05:08:28,099 - mmaction - INFO - Epoch [21][2020/3757] lr: 1.000e-03, eta: 1 day, 14:23:20, time: 1.093, data_time: 0.002, memory: 7080, top1_acc: 0.6602, top5_acc: 0.8711, loss_cls: 1.3194, loss: 1.3194, grad_norm: 5.1645 2021-06-17 05:08:51,948 - mmaction - INFO - Epoch [21][2040/3757] lr: 1.000e-03, eta: 1 day, 14:22:53, time: 1.192, data_time: 0.023, memory: 7080, top1_acc: 0.6586, top5_acc: 0.8609, loss_cls: 1.3983, loss: 1.3983, grad_norm: 5.2468 2021-06-17 05:09:14,437 - mmaction - INFO - Epoch [21][2060/3757] lr: 1.000e-03, eta: 1 day, 14:22:24, time: 1.125, data_time: 0.003, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8836, loss_cls: 1.2321, loss: 1.2321, grad_norm: 4.9295 2021-06-17 05:09:36,208 - mmaction - INFO - Epoch [21][2080/3757] lr: 1.000e-03, eta: 1 day, 14:21:55, time: 1.089, data_time: 0.047, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8672, loss_cls: 1.3179, loss: 1.3179, grad_norm: 5.1571 2021-06-17 05:09:58,808 - mmaction - INFO - Epoch [21][2100/3757] lr: 1.000e-03, eta: 1 day, 14:21:27, time: 1.130, data_time: 0.035, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.1851, loss: 1.1851, grad_norm: 4.8344 2021-06-17 05:10:22,202 - mmaction - INFO - Epoch [21][2120/3757] lr: 1.000e-03, eta: 1 day, 14:20:59, time: 1.166, data_time: 0.162, memory: 7080, top1_acc: 0.6734, top5_acc: 0.8797, loss_cls: 1.3157, loss: 1.3157, grad_norm: 5.1859 2021-06-17 05:10:44,911 - mmaction - INFO - Epoch [21][2140/3757] lr: 1.000e-03, eta: 1 day, 14:20:31, time: 1.139, data_time: 0.124, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8781, loss_cls: 1.2370, loss: 1.2370, grad_norm: 5.0607 2021-06-17 05:11:06,877 - mmaction - INFO - Epoch [21][2160/3757] lr: 1.000e-03, eta: 1 day, 14:20:02, time: 1.099, data_time: 0.081, memory: 7080, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.3085, loss: 1.3085, grad_norm: 4.9908 2021-06-17 05:11:29,720 - mmaction - INFO - Epoch [21][2180/3757] lr: 1.000e-03, eta: 1 day, 14:19:34, time: 1.140, data_time: 0.188, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8609, loss_cls: 1.3386, loss: 1.3386, grad_norm: 5.1278 2021-06-17 05:11:52,231 - mmaction - INFO - Epoch [21][2200/3757] lr: 1.000e-03, eta: 1 day, 14:19:05, time: 1.127, data_time: 0.155, memory: 7080, top1_acc: 0.6844, top5_acc: 0.8820, loss_cls: 1.2433, loss: 1.2433, grad_norm: 5.0237 2021-06-17 05:12:16,237 - mmaction - INFO - Epoch [21][2220/3757] lr: 1.000e-03, eta: 1 day, 14:18:39, time: 1.199, data_time: 0.147, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8781, loss_cls: 1.2520, loss: 1.2520, grad_norm: 4.8557 2021-06-17 05:12:39,926 - mmaction - INFO - Epoch [21][2240/3757] lr: 1.000e-03, eta: 1 day, 14:18:12, time: 1.185, data_time: 0.104, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8836, loss_cls: 1.1985, loss: 1.1985, grad_norm: 5.0011 2021-06-17 05:13:03,359 - mmaction - INFO - Epoch [21][2260/3757] lr: 1.000e-03, eta: 1 day, 14:17:45, time: 1.171, data_time: 0.249, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.3646, loss: 1.3646, grad_norm: 5.1499 2021-06-17 05:13:24,302 - mmaction - INFO - Epoch [21][2280/3757] lr: 1.000e-03, eta: 1 day, 14:17:14, time: 1.047, data_time: 0.003, memory: 7080, top1_acc: 0.6477, top5_acc: 0.8742, loss_cls: 1.3481, loss: 1.3481, grad_norm: 5.0996 2021-06-17 05:13:46,546 - mmaction - INFO - Epoch [21][2300/3757] lr: 1.000e-03, eta: 1 day, 14:16:45, time: 1.110, data_time: 0.283, memory: 7080, top1_acc: 0.6773, top5_acc: 0.8711, loss_cls: 1.2732, loss: 1.2732, grad_norm: 5.0347 2021-06-17 05:14:11,589 - mmaction - INFO - Epoch [21][2320/3757] lr: 1.000e-03, eta: 1 day, 14:16:21, time: 1.255, data_time: 0.227, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8883, loss_cls: 1.2054, loss: 1.2054, grad_norm: 4.9983 2021-06-17 05:14:34,310 - mmaction - INFO - Epoch [21][2340/3757] lr: 1.000e-03, eta: 1 day, 14:15:53, time: 1.135, data_time: 0.002, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8664, loss_cls: 1.3159, loss: 1.3159, grad_norm: 5.2974 2021-06-17 05:14:57,096 - mmaction - INFO - Epoch [21][2360/3757] lr: 1.000e-03, eta: 1 day, 14:15:25, time: 1.140, data_time: 0.005, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8680, loss_cls: 1.3307, loss: 1.3307, grad_norm: 5.0032 2021-06-17 05:15:19,780 - mmaction - INFO - Epoch [21][2380/3757] lr: 1.000e-03, eta: 1 day, 14:14:56, time: 1.133, data_time: 0.020, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8547, loss_cls: 1.3257, loss: 1.3257, grad_norm: 5.0708 2021-06-17 05:15:42,163 - mmaction - INFO - Epoch [21][2400/3757] lr: 1.000e-03, eta: 1 day, 14:14:28, time: 1.120, data_time: 0.109, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8914, loss_cls: 1.1548, loss: 1.1548, grad_norm: 4.9849 2021-06-17 05:16:04,891 - mmaction - INFO - Epoch [21][2420/3757] lr: 1.000e-03, eta: 1 day, 14:14:00, time: 1.136, data_time: 0.137, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8617, loss_cls: 1.3476, loss: 1.3476, grad_norm: 5.2889 2021-06-17 05:16:27,699 - mmaction - INFO - Epoch [21][2440/3757] lr: 1.000e-03, eta: 1 day, 14:13:32, time: 1.141, data_time: 0.181, memory: 7080, top1_acc: 0.6859, top5_acc: 0.8781, loss_cls: 1.2662, loss: 1.2662, grad_norm: 5.1016 2021-06-17 05:16:50,746 - mmaction - INFO - Epoch [21][2460/3757] lr: 1.000e-03, eta: 1 day, 14:13:04, time: 1.151, data_time: 0.131, memory: 7080, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.2785, loss: 1.2785, grad_norm: 5.0486 2021-06-17 05:17:13,572 - mmaction - INFO - Epoch [21][2480/3757] lr: 1.000e-03, eta: 1 day, 14:12:36, time: 1.143, data_time: 0.034, memory: 7080, top1_acc: 0.6813, top5_acc: 0.8891, loss_cls: 1.2068, loss: 1.2068, grad_norm: 4.9038 2021-06-17 05:17:36,376 - mmaction - INFO - Epoch [21][2500/3757] lr: 1.000e-03, eta: 1 day, 14:12:08, time: 1.140, data_time: 0.070, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8672, loss_cls: 1.3699, loss: 1.3699, grad_norm: 5.2335 2021-06-17 05:17:58,302 - mmaction - INFO - Epoch [21][2520/3757] lr: 1.000e-03, eta: 1 day, 14:11:39, time: 1.095, data_time: 0.075, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8688, loss_cls: 1.3194, loss: 1.3194, grad_norm: 5.3684 2021-06-17 05:18:22,435 - mmaction - INFO - Epoch [21][2540/3757] lr: 1.000e-03, eta: 1 day, 14:11:12, time: 1.208, data_time: 0.397, memory: 7080, top1_acc: 0.6766, top5_acc: 0.8805, loss_cls: 1.2677, loss: 1.2677, grad_norm: 5.1749 2021-06-17 05:18:43,988 - mmaction - INFO - Epoch [21][2560/3757] lr: 1.000e-03, eta: 1 day, 14:10:43, time: 1.077, data_time: 0.187, memory: 7080, top1_acc: 0.6898, top5_acc: 0.8719, loss_cls: 1.2856, loss: 1.2856, grad_norm: 5.1617 2021-06-17 05:19:05,968 - mmaction - INFO - Epoch [21][2580/3757] lr: 1.000e-03, eta: 1 day, 14:10:13, time: 1.099, data_time: 0.066, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8828, loss_cls: 1.2154, loss: 1.2154, grad_norm: 5.0970 2021-06-17 05:19:28,828 - mmaction - INFO - Epoch [21][2600/3757] lr: 1.000e-03, eta: 1 day, 14:09:46, time: 1.142, data_time: 0.298, memory: 7080, top1_acc: 0.6500, top5_acc: 0.8555, loss_cls: 1.3973, loss: 1.3973, grad_norm: 5.3099 2021-06-17 05:19:53,312 - mmaction - INFO - Epoch [21][2620/3757] lr: 1.000e-03, eta: 1 day, 14:09:20, time: 1.226, data_time: 0.227, memory: 7080, top1_acc: 0.6859, top5_acc: 0.8773, loss_cls: 1.2703, loss: 1.2703, grad_norm: 5.1278 2021-06-17 05:20:16,272 - mmaction - INFO - Epoch [21][2640/3757] lr: 1.000e-03, eta: 1 day, 14:08:52, time: 1.147, data_time: 0.138, memory: 7080, top1_acc: 0.6773, top5_acc: 0.8633, loss_cls: 1.3035, loss: 1.3035, grad_norm: 5.0745 2021-06-17 05:20:38,899 - mmaction - INFO - Epoch [21][2660/3757] lr: 1.000e-03, eta: 1 day, 14:08:24, time: 1.131, data_time: 0.019, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8844, loss_cls: 1.2311, loss: 1.2311, grad_norm: 5.0990 2021-06-17 05:21:00,195 - mmaction - INFO - Epoch [21][2680/3757] lr: 1.000e-03, eta: 1 day, 14:07:54, time: 1.063, data_time: 0.176, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8750, loss_cls: 1.2873, loss: 1.2873, grad_norm: 5.1039 2021-06-17 05:21:23,426 - mmaction - INFO - Epoch [21][2700/3757] lr: 1.000e-03, eta: 1 day, 14:07:26, time: 1.164, data_time: 0.003, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3527, loss: 1.3527, grad_norm: 5.3320 2021-06-17 05:21:47,144 - mmaction - INFO - Epoch [21][2720/3757] lr: 1.000e-03, eta: 1 day, 14:07:00, time: 1.186, data_time: 0.065, memory: 7080, top1_acc: 0.6805, top5_acc: 0.8719, loss_cls: 1.3255, loss: 1.3255, grad_norm: 5.0892 2021-06-17 05:22:10,474 - mmaction - INFO - Epoch [21][2740/3757] lr: 1.000e-03, eta: 1 day, 14:06:32, time: 1.167, data_time: 0.001, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2020, loss: 1.2020, grad_norm: 5.0066 2021-06-17 05:22:33,387 - mmaction - INFO - Epoch [21][2760/3757] lr: 1.000e-03, eta: 1 day, 14:06:05, time: 1.146, data_time: 0.001, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3733, loss: 1.3733, grad_norm: 5.0286 2021-06-17 05:22:56,029 - mmaction - INFO - Epoch [21][2780/3757] lr: 1.000e-03, eta: 1 day, 14:05:36, time: 1.128, data_time: 0.229, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.3690, loss: 1.3690, grad_norm: 5.2098 2021-06-17 05:23:17,966 - mmaction - INFO - Epoch [21][2800/3757] lr: 1.000e-03, eta: 1 day, 14:05:07, time: 1.100, data_time: 0.243, memory: 7080, top1_acc: 0.6820, top5_acc: 0.8664, loss_cls: 1.2684, loss: 1.2684, grad_norm: 5.1036 2021-06-17 05:23:40,253 - mmaction - INFO - Epoch [21][2820/3757] lr: 1.000e-03, eta: 1 day, 14:04:39, time: 1.115, data_time: 0.108, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8734, loss_cls: 1.2699, loss: 1.2699, grad_norm: 5.2035 2021-06-17 05:24:03,854 - mmaction - INFO - Epoch [21][2840/3757] lr: 1.000e-03, eta: 1 day, 14:04:12, time: 1.177, data_time: 0.002, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8875, loss_cls: 1.2307, loss: 1.2307, grad_norm: 5.0871 2021-06-17 05:24:25,905 - mmaction - INFO - Epoch [21][2860/3757] lr: 1.000e-03, eta: 1 day, 14:03:43, time: 1.106, data_time: 0.004, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8695, loss_cls: 1.3220, loss: 1.3220, grad_norm: 5.2487 2021-06-17 05:24:48,598 - mmaction - INFO - Epoch [21][2880/3757] lr: 1.000e-03, eta: 1 day, 14:03:15, time: 1.135, data_time: 0.016, memory: 7080, top1_acc: 0.6758, top5_acc: 0.8742, loss_cls: 1.3079, loss: 1.3079, grad_norm: 5.2147 2021-06-17 05:25:11,607 - mmaction - INFO - Epoch [21][2900/3757] lr: 1.000e-03, eta: 1 day, 14:02:47, time: 1.150, data_time: 0.232, memory: 7080, top1_acc: 0.6789, top5_acc: 0.8828, loss_cls: 1.2375, loss: 1.2375, grad_norm: 5.0408 2021-06-17 05:25:34,590 - mmaction - INFO - Epoch [21][2920/3757] lr: 1.000e-03, eta: 1 day, 14:02:19, time: 1.146, data_time: 0.204, memory: 7080, top1_acc: 0.6531, top5_acc: 0.8594, loss_cls: 1.3658, loss: 1.3658, grad_norm: 5.2414 2021-06-17 05:25:57,996 - mmaction - INFO - Epoch [21][2940/3757] lr: 1.000e-03, eta: 1 day, 14:01:52, time: 1.172, data_time: 0.062, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8570, loss_cls: 1.3702, loss: 1.3702, grad_norm: 5.0994 2021-06-17 05:26:20,729 - mmaction - INFO - Epoch [21][2960/3757] lr: 1.000e-03, eta: 1 day, 14:01:24, time: 1.136, data_time: 0.012, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8820, loss_cls: 1.2554, loss: 1.2554, grad_norm: 5.1682 2021-06-17 05:26:43,418 - mmaction - INFO - Epoch [21][2980/3757] lr: 1.000e-03, eta: 1 day, 14:00:56, time: 1.136, data_time: 0.066, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8859, loss_cls: 1.2133, loss: 1.2133, grad_norm: 5.0546 2021-06-17 05:27:06,028 - mmaction - INFO - Epoch [21][3000/3757] lr: 1.000e-03, eta: 1 day, 14:00:28, time: 1.129, data_time: 0.057, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8727, loss_cls: 1.3185, loss: 1.3185, grad_norm: 5.0636 2021-06-17 05:27:28,356 - mmaction - INFO - Epoch [21][3020/3757] lr: 1.000e-03, eta: 1 day, 13:59:59, time: 1.117, data_time: 0.131, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8711, loss_cls: 1.2794, loss: 1.2794, grad_norm: 5.1003 2021-06-17 05:27:51,184 - mmaction - INFO - Epoch [21][3040/3757] lr: 1.000e-03, eta: 1 day, 13:59:31, time: 1.142, data_time: 0.224, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8828, loss_cls: 1.2351, loss: 1.2351, grad_norm: 5.0345 2021-06-17 05:28:14,065 - mmaction - INFO - Epoch [21][3060/3757] lr: 1.000e-03, eta: 1 day, 13:59:03, time: 1.141, data_time: 0.228, memory: 7080, top1_acc: 0.6719, top5_acc: 0.8734, loss_cls: 1.2528, loss: 1.2528, grad_norm: 4.9714 2021-06-17 05:28:36,417 - mmaction - INFO - Epoch [21][3080/3757] lr: 1.000e-03, eta: 1 day, 13:58:35, time: 1.119, data_time: 0.186, memory: 7080, top1_acc: 0.6570, top5_acc: 0.8609, loss_cls: 1.3541, loss: 1.3541, grad_norm: 5.2602 2021-06-17 05:29:01,228 - mmaction - INFO - Epoch [21][3100/3757] lr: 1.000e-03, eta: 1 day, 13:58:10, time: 1.242, data_time: 0.069, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8914, loss_cls: 1.2226, loss: 1.2226, grad_norm: 5.1974 2021-06-17 05:29:22,664 - mmaction - INFO - Epoch [21][3120/3757] lr: 1.000e-03, eta: 1 day, 13:57:40, time: 1.070, data_time: 0.001, memory: 7080, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.3419, loss: 1.3419, grad_norm: 5.2365 2021-06-17 05:29:45,450 - mmaction - INFO - Epoch [21][3140/3757] lr: 1.000e-03, eta: 1 day, 13:57:12, time: 1.140, data_time: 0.003, memory: 7080, top1_acc: 0.6484, top5_acc: 0.8484, loss_cls: 1.3976, loss: 1.3976, grad_norm: 5.3664 2021-06-17 05:30:07,956 - mmaction - INFO - Epoch [21][3160/3757] lr: 1.000e-03, eta: 1 day, 13:56:43, time: 1.120, data_time: 0.002, memory: 7080, top1_acc: 0.6867, top5_acc: 0.8578, loss_cls: 1.3185, loss: 1.3185, grad_norm: 5.2166 2021-06-17 05:30:28,295 - mmaction - INFO - Epoch [21][3180/3757] lr: 1.000e-03, eta: 1 day, 13:56:12, time: 1.022, data_time: 0.014, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8742, loss_cls: 1.3033, loss: 1.3033, grad_norm: 5.3514 2021-06-17 05:30:51,233 - mmaction - INFO - Epoch [21][3200/3757] lr: 1.000e-03, eta: 1 day, 13:55:44, time: 1.147, data_time: 0.354, memory: 7080, top1_acc: 0.6711, top5_acc: 0.8648, loss_cls: 1.3392, loss: 1.3392, grad_norm: 5.2260 2021-06-17 05:31:15,321 - mmaction - INFO - Epoch [21][3220/3757] lr: 1.000e-03, eta: 1 day, 13:55:18, time: 1.203, data_time: 0.321, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8711, loss_cls: 1.2762, loss: 1.2762, grad_norm: 5.1529 2021-06-17 05:31:38,023 - mmaction - INFO - Epoch [21][3240/3757] lr: 1.000e-03, eta: 1 day, 13:54:50, time: 1.136, data_time: 0.051, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8641, loss_cls: 1.3430, loss: 1.3430, grad_norm: 5.1878 2021-06-17 05:32:01,233 - mmaction - INFO - Epoch [21][3260/3757] lr: 1.000e-03, eta: 1 day, 13:54:23, time: 1.160, data_time: 0.063, memory: 7080, top1_acc: 0.6773, top5_acc: 0.8617, loss_cls: 1.3216, loss: 1.3216, grad_norm: 5.2418 2021-06-17 05:32:23,839 - mmaction - INFO - Epoch [21][3280/3757] lr: 1.000e-03, eta: 1 day, 13:53:55, time: 1.131, data_time: 0.053, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8797, loss_cls: 1.2200, loss: 1.2200, grad_norm: 5.0151 2021-06-17 05:32:46,034 - mmaction - INFO - Epoch [21][3300/3757] lr: 1.000e-03, eta: 1 day, 13:53:26, time: 1.110, data_time: 0.001, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8945, loss_cls: 1.1743, loss: 1.1743, grad_norm: 5.0830 2021-06-17 05:33:09,484 - mmaction - INFO - Epoch [21][3320/3757] lr: 1.000e-03, eta: 1 day, 13:52:59, time: 1.172, data_time: 0.081, memory: 7080, top1_acc: 0.6805, top5_acc: 0.8711, loss_cls: 1.3108, loss: 1.3108, grad_norm: 5.2720 2021-06-17 05:33:32,003 - mmaction - INFO - Epoch [21][3340/3757] lr: 1.000e-03, eta: 1 day, 13:52:31, time: 1.123, data_time: 0.068, memory: 7080, top1_acc: 0.6758, top5_acc: 0.8852, loss_cls: 1.2700, loss: 1.2700, grad_norm: 5.1878 2021-06-17 05:33:54,882 - mmaction - INFO - Epoch [21][3360/3757] lr: 1.000e-03, eta: 1 day, 13:52:03, time: 1.147, data_time: 0.100, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8945, loss_cls: 1.1974, loss: 1.1974, grad_norm: 5.0407 2021-06-17 05:34:16,939 - mmaction - INFO - Epoch [21][3380/3757] lr: 1.000e-03, eta: 1 day, 13:51:34, time: 1.098, data_time: 0.136, memory: 7080, top1_acc: 0.6734, top5_acc: 0.8820, loss_cls: 1.2966, loss: 1.2966, grad_norm: 5.2181 2021-06-17 05:34:40,897 - mmaction - INFO - Epoch [21][3400/3757] lr: 1.000e-03, eta: 1 day, 13:51:07, time: 1.201, data_time: 0.047, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2733, loss: 1.2733, grad_norm: 5.1751 2021-06-17 05:35:04,027 - mmaction - INFO - Epoch [21][3420/3757] lr: 1.000e-03, eta: 1 day, 13:50:40, time: 1.159, data_time: 0.003, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1660, loss: 1.1660, grad_norm: 4.9741 2021-06-17 05:35:27,037 - mmaction - INFO - Epoch [21][3440/3757] lr: 1.000e-03, eta: 1 day, 13:50:12, time: 1.150, data_time: 0.002, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8648, loss_cls: 1.2663, loss: 1.2663, grad_norm: 5.1858 2021-06-17 05:35:49,316 - mmaction - INFO - Epoch [21][3460/3757] lr: 1.000e-03, eta: 1 day, 13:49:44, time: 1.114, data_time: 0.002, memory: 7080, top1_acc: 0.6703, top5_acc: 0.8875, loss_cls: 1.2516, loss: 1.2516, grad_norm: 5.1350 2021-06-17 05:36:12,664 - mmaction - INFO - Epoch [21][3480/3757] lr: 1.000e-03, eta: 1 day, 13:49:17, time: 1.168, data_time: 0.003, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8703, loss_cls: 1.2743, loss: 1.2743, grad_norm: 4.9885 2021-06-17 05:36:34,708 - mmaction - INFO - Epoch [21][3500/3757] lr: 1.000e-03, eta: 1 day, 13:48:48, time: 1.102, data_time: 0.047, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8641, loss_cls: 1.3350, loss: 1.3350, grad_norm: 5.0787 2021-06-17 05:36:57,140 - mmaction - INFO - Epoch [21][3520/3757] lr: 1.000e-03, eta: 1 day, 13:48:19, time: 1.122, data_time: 0.246, memory: 7080, top1_acc: 0.6742, top5_acc: 0.8719, loss_cls: 1.2709, loss: 1.2709, grad_norm: 5.0970 2021-06-17 05:37:20,184 - mmaction - INFO - Epoch [21][3540/3757] lr: 1.000e-03, eta: 1 day, 13:47:52, time: 1.151, data_time: 0.080, memory: 7080, top1_acc: 0.6719, top5_acc: 0.8695, loss_cls: 1.2903, loss: 1.2903, grad_norm: 5.1056 2021-06-17 05:37:42,396 - mmaction - INFO - Epoch [21][3560/3757] lr: 1.000e-03, eta: 1 day, 13:47:23, time: 1.112, data_time: 0.013, memory: 7080, top1_acc: 0.6703, top5_acc: 0.8602, loss_cls: 1.3464, loss: 1.3464, grad_norm: 5.1444 2021-06-17 05:38:04,880 - mmaction - INFO - Epoch [21][3580/3757] lr: 1.000e-03, eta: 1 day, 13:46:55, time: 1.124, data_time: 0.075, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8711, loss_cls: 1.3199, loss: 1.3199, grad_norm: 5.4189 2021-06-17 05:38:26,362 - mmaction - INFO - Epoch [21][3600/3757] lr: 1.000e-03, eta: 1 day, 13:46:25, time: 1.074, data_time: 0.235, memory: 7080, top1_acc: 0.6695, top5_acc: 0.8711, loss_cls: 1.3426, loss: 1.3426, grad_norm: 5.3036 2021-06-17 05:38:48,261 - mmaction - INFO - Epoch [21][3620/3757] lr: 1.000e-03, eta: 1 day, 13:45:56, time: 1.094, data_time: 0.083, memory: 7080, top1_acc: 0.6773, top5_acc: 0.8641, loss_cls: 1.3100, loss: 1.3100, grad_norm: 5.3481 2021-06-17 05:39:12,688 - mmaction - INFO - Epoch [21][3640/3757] lr: 1.000e-03, eta: 1 day, 13:45:30, time: 1.219, data_time: 0.068, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8828, loss_cls: 1.2194, loss: 1.2194, grad_norm: 5.0583 2021-06-17 05:39:35,081 - mmaction - INFO - Epoch [21][3660/3757] lr: 1.000e-03, eta: 1 day, 13:45:02, time: 1.123, data_time: 0.005, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.2667, loss: 1.2667, grad_norm: 5.1694 2021-06-17 05:39:58,467 - mmaction - INFO - Epoch [21][3680/3757] lr: 1.000e-03, eta: 1 day, 13:44:35, time: 1.169, data_time: 0.003, memory: 7080, top1_acc: 0.6742, top5_acc: 0.8734, loss_cls: 1.2815, loss: 1.2815, grad_norm: 5.2267 2021-06-17 05:40:21,433 - mmaction - INFO - Epoch [21][3700/3757] lr: 1.000e-03, eta: 1 day, 13:44:07, time: 1.149, data_time: 0.019, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8664, loss_cls: 1.3434, loss: 1.3434, grad_norm: 5.3262 2021-06-17 05:40:43,820 - mmaction - INFO - Epoch [21][3720/3757] lr: 1.000e-03, eta: 1 day, 13:43:39, time: 1.118, data_time: 0.021, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8727, loss_cls: 1.2561, loss: 1.2561, grad_norm: 5.1551 2021-06-17 05:41:06,032 - mmaction - INFO - Epoch [21][3740/3757] lr: 1.000e-03, eta: 1 day, 13:43:10, time: 1.112, data_time: 0.163, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8727, loss_cls: 1.3460, loss: 1.3460, grad_norm: 5.4215 2021-06-17 05:41:27,395 - mmaction - INFO - Saving checkpoint at 21 epochs 2021-06-17 05:49:05,385 - mmaction - INFO - Epoch [22][20/3757] lr: 1.000e-03, eta: 1 day, 13:51:51, time: 22.852, data_time: 21.786, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8914, loss_cls: 1.1767, loss: 1.1767, grad_norm: 4.9207 2021-06-17 05:49:28,843 - mmaction - INFO - Epoch [22][40/3757] lr: 1.000e-03, eta: 1 day, 13:51:24, time: 1.174, data_time: 0.004, memory: 7080, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.3139, loss: 1.3139, grad_norm: 5.2411 2021-06-17 05:49:52,602 - mmaction - INFO - Epoch [22][60/3757] lr: 1.000e-03, eta: 1 day, 13:50:57, time: 1.187, data_time: 0.003, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8914, loss_cls: 1.2168, loss: 1.2168, grad_norm: 5.2108 2021-06-17 05:50:14,457 - mmaction - INFO - Epoch [22][80/3757] lr: 1.000e-03, eta: 1 day, 13:50:28, time: 1.094, data_time: 0.003, memory: 7080, top1_acc: 0.6883, top5_acc: 0.8727, loss_cls: 1.2494, loss: 1.2494, grad_norm: 5.1539 2021-06-17 05:50:37,166 - mmaction - INFO - Epoch [22][100/3757] lr: 1.000e-03, eta: 1 day, 13:50:00, time: 1.135, data_time: 0.004, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8734, loss_cls: 1.2337, loss: 1.2337, grad_norm: 4.9235 2021-06-17 05:50:59,383 - mmaction - INFO - Epoch [22][120/3757] lr: 1.000e-03, eta: 1 day, 13:49:31, time: 1.111, data_time: 0.002, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8836, loss_cls: 1.2056, loss: 1.2056, grad_norm: 5.1275 2021-06-17 05:51:21,514 - mmaction - INFO - Epoch [22][140/3757] lr: 1.000e-03, eta: 1 day, 13:49:02, time: 1.104, data_time: 0.001, memory: 7080, top1_acc: 0.6805, top5_acc: 0.8766, loss_cls: 1.2782, loss: 1.2782, grad_norm: 5.2194 2021-06-17 05:51:44,800 - mmaction - INFO - Epoch [22][160/3757] lr: 1.000e-03, eta: 1 day, 13:48:34, time: 1.166, data_time: 0.004, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8875, loss_cls: 1.2323, loss: 1.2323, grad_norm: 5.1070 2021-06-17 05:52:07,540 - mmaction - INFO - Epoch [22][180/3757] lr: 1.000e-03, eta: 1 day, 13:48:06, time: 1.137, data_time: 0.030, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8789, loss_cls: 1.2302, loss: 1.2302, grad_norm: 5.0618 2021-06-17 05:52:30,217 - mmaction - INFO - Epoch [22][200/3757] lr: 1.000e-03, eta: 1 day, 13:47:38, time: 1.132, data_time: 0.065, memory: 7080, top1_acc: 0.6781, top5_acc: 0.8758, loss_cls: 1.2701, loss: 1.2701, grad_norm: 5.1155 2021-06-17 05:52:52,912 - mmaction - INFO - Epoch [22][220/3757] lr: 1.000e-03, eta: 1 day, 13:47:10, time: 1.137, data_time: 0.045, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8844, loss_cls: 1.2024, loss: 1.2024, grad_norm: 5.0707 2021-06-17 05:53:15,974 - mmaction - INFO - Epoch [22][240/3757] lr: 1.000e-03, eta: 1 day, 13:46:42, time: 1.153, data_time: 0.070, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8844, loss_cls: 1.2239, loss: 1.2239, grad_norm: 5.0274 2021-06-17 05:53:38,346 - mmaction - INFO - Epoch [22][260/3757] lr: 1.000e-03, eta: 1 day, 13:46:13, time: 1.115, data_time: 0.003, memory: 7080, top1_acc: 0.6906, top5_acc: 0.8711, loss_cls: 1.2931, loss: 1.2931, grad_norm: 5.2840 2021-06-17 05:54:01,243 - mmaction - INFO - Epoch [22][280/3757] lr: 1.000e-03, eta: 1 day, 13:45:46, time: 1.148, data_time: 0.167, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8688, loss_cls: 1.2616, loss: 1.2616, grad_norm: 5.0532 2021-06-17 05:54:23,313 - mmaction - INFO - Epoch [22][300/3757] lr: 1.000e-03, eta: 1 day, 13:45:16, time: 1.103, data_time: 0.354, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8766, loss_cls: 1.2165, loss: 1.2165, grad_norm: 5.0964 2021-06-17 05:54:46,273 - mmaction - INFO - Epoch [22][320/3757] lr: 1.000e-03, eta: 1 day, 13:44:49, time: 1.147, data_time: 0.042, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8703, loss_cls: 1.2598, loss: 1.2598, grad_norm: 5.1222 2021-06-17 05:55:09,356 - mmaction - INFO - Epoch [22][340/3757] lr: 1.000e-03, eta: 1 day, 13:44:21, time: 1.155, data_time: 0.058, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.2308, loss: 1.2308, grad_norm: 5.0868 2021-06-17 05:55:31,135 - mmaction - INFO - Epoch [22][360/3757] lr: 1.000e-03, eta: 1 day, 13:43:52, time: 1.090, data_time: 0.003, memory: 7080, top1_acc: 0.6859, top5_acc: 0.8734, loss_cls: 1.2719, loss: 1.2719, grad_norm: 5.2039 2021-06-17 05:55:53,908 - mmaction - INFO - Epoch [22][380/3757] lr: 1.000e-03, eta: 1 day, 13:43:23, time: 1.139, data_time: 0.027, memory: 7080, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.3237, loss: 1.3237, grad_norm: 5.3100 2021-06-17 05:56:16,961 - mmaction - INFO - Epoch [22][400/3757] lr: 1.000e-03, eta: 1 day, 13:42:56, time: 1.152, data_time: 0.029, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8867, loss_cls: 1.2410, loss: 1.2410, grad_norm: 5.2232 2021-06-17 05:56:39,016 - mmaction - INFO - Epoch [22][420/3757] lr: 1.000e-03, eta: 1 day, 13:42:27, time: 1.103, data_time: 0.005, memory: 7080, top1_acc: 0.6820, top5_acc: 0.8852, loss_cls: 1.2296, loss: 1.2296, grad_norm: 5.1362 2021-06-17 05:57:01,156 - mmaction - INFO - Epoch [22][440/3757] lr: 1.000e-03, eta: 1 day, 13:41:58, time: 1.105, data_time: 0.052, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2590, loss: 1.2590, grad_norm: 5.0959 2021-06-17 05:57:23,382 - mmaction - INFO - Epoch [22][460/3757] lr: 1.000e-03, eta: 1 day, 13:41:29, time: 1.113, data_time: 0.021, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8852, loss_cls: 1.2083, loss: 1.2083, grad_norm: 5.1052 2021-06-17 05:57:47,381 - mmaction - INFO - Epoch [22][480/3757] lr: 1.000e-03, eta: 1 day, 13:41:02, time: 1.199, data_time: 0.017, memory: 7080, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3200, loss: 1.3200, grad_norm: 5.2558 2021-06-17 05:58:09,224 - mmaction - INFO - Epoch [22][500/3757] lr: 1.000e-03, eta: 1 day, 13:40:33, time: 1.092, data_time: 0.003, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8773, loss_cls: 1.2588, loss: 1.2588, grad_norm: 5.2312 2021-06-17 05:58:31,894 - mmaction - INFO - Epoch [22][520/3757] lr: 1.000e-03, eta: 1 day, 13:40:05, time: 1.133, data_time: 0.003, memory: 7080, top1_acc: 0.6766, top5_acc: 0.8828, loss_cls: 1.2619, loss: 1.2619, grad_norm: 5.1699 2021-06-17 05:58:54,565 - mmaction - INFO - Epoch [22][540/3757] lr: 1.000e-03, eta: 1 day, 13:39:37, time: 1.134, data_time: 0.134, memory: 7080, top1_acc: 0.6711, top5_acc: 0.8672, loss_cls: 1.3075, loss: 1.3075, grad_norm: 5.1759 2021-06-17 05:59:17,212 - mmaction - INFO - Epoch [22][560/3757] lr: 1.000e-03, eta: 1 day, 13:39:08, time: 1.132, data_time: 0.128, memory: 7080, top1_acc: 0.6789, top5_acc: 0.8711, loss_cls: 1.2887, loss: 1.2887, grad_norm: 5.2020 2021-06-17 05:59:41,046 - mmaction - INFO - Epoch [22][580/3757] lr: 1.000e-03, eta: 1 day, 13:38:42, time: 1.192, data_time: 0.111, memory: 7080, top1_acc: 0.6898, top5_acc: 0.8766, loss_cls: 1.2325, loss: 1.2325, grad_norm: 5.1905 2021-06-17 06:00:11,459 - mmaction - INFO - Epoch [22][600/3757] lr: 1.000e-03, eta: 1 day, 13:38:24, time: 1.514, data_time: 0.079, memory: 7080, top1_acc: 0.6789, top5_acc: 0.8688, loss_cls: 1.3226, loss: 1.3226, grad_norm: 5.3184 2021-06-17 06:00:30,588 - mmaction - INFO - Epoch [22][620/3757] lr: 1.000e-03, eta: 1 day, 13:37:51, time: 0.962, data_time: 0.209, memory: 7080, top1_acc: 0.6867, top5_acc: 0.8758, loss_cls: 1.2327, loss: 1.2327, grad_norm: 5.2132 2021-06-17 06:00:53,832 - mmaction - INFO - Epoch [22][640/3757] lr: 1.000e-03, eta: 1 day, 13:37:24, time: 1.156, data_time: 0.138, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8859, loss_cls: 1.2015, loss: 1.2015, grad_norm: 5.0646 2021-06-17 06:01:16,779 - mmaction - INFO - Epoch [22][660/3757] lr: 1.000e-03, eta: 1 day, 13:36:56, time: 1.154, data_time: 0.009, memory: 7080, top1_acc: 0.7203, top5_acc: 0.9008, loss_cls: 1.1331, loss: 1.1331, grad_norm: 5.0825 2021-06-17 06:01:39,639 - mmaction - INFO - Epoch [22][680/3757] lr: 1.000e-03, eta: 1 day, 13:36:28, time: 1.142, data_time: 0.044, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8867, loss_cls: 1.1818, loss: 1.1818, grad_norm: 5.1290 2021-06-17 06:02:02,819 - mmaction - INFO - Epoch [22][700/3757] lr: 1.000e-03, eta: 1 day, 13:36:00, time: 1.157, data_time: 0.127, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3467, loss: 1.3467, grad_norm: 5.3822 2021-06-17 06:02:25,444 - mmaction - INFO - Epoch [22][720/3757] lr: 1.000e-03, eta: 1 day, 13:35:32, time: 1.135, data_time: 0.243, memory: 7080, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.2833, loss: 1.2833, grad_norm: 5.1896 2021-06-17 06:02:47,279 - mmaction - INFO - Epoch [22][740/3757] lr: 1.000e-03, eta: 1 day, 13:35:03, time: 1.091, data_time: 0.249, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.2928, loss: 1.2928, grad_norm: 5.2049 2021-06-17 06:03:10,497 - mmaction - INFO - Epoch [22][760/3757] lr: 1.000e-03, eta: 1 day, 13:34:36, time: 1.161, data_time: 0.545, memory: 7080, top1_acc: 0.6633, top5_acc: 0.8625, loss_cls: 1.3638, loss: 1.3638, grad_norm: 5.3652 2021-06-17 06:03:33,045 - mmaction - INFO - Epoch [22][780/3757] lr: 1.000e-03, eta: 1 day, 13:34:07, time: 1.126, data_time: 0.385, memory: 7080, top1_acc: 0.6805, top5_acc: 0.8812, loss_cls: 1.2359, loss: 1.2359, grad_norm: 5.2060 2021-06-17 06:03:55,913 - mmaction - INFO - Epoch [22][800/3757] lr: 1.000e-03, eta: 1 day, 13:33:39, time: 1.145, data_time: 0.003, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8680, loss_cls: 1.2973, loss: 1.2973, grad_norm: 5.4455 2021-06-17 06:04:18,265 - mmaction - INFO - Epoch [22][820/3757] lr: 1.000e-03, eta: 1 day, 13:33:11, time: 1.116, data_time: 0.002, memory: 7080, top1_acc: 0.6898, top5_acc: 0.8797, loss_cls: 1.2196, loss: 1.2196, grad_norm: 5.0956 2021-06-17 06:04:41,235 - mmaction - INFO - Epoch [22][840/3757] lr: 1.000e-03, eta: 1 day, 13:32:43, time: 1.147, data_time: 0.096, memory: 7080, top1_acc: 0.6695, top5_acc: 0.8758, loss_cls: 1.3036, loss: 1.3036, grad_norm: 5.2976 2021-06-17 06:05:03,571 - mmaction - INFO - Epoch [22][860/3757] lr: 1.000e-03, eta: 1 day, 13:32:14, time: 1.116, data_time: 0.078, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8898, loss_cls: 1.1795, loss: 1.1795, grad_norm: 5.1633 2021-06-17 06:05:26,973 - mmaction - INFO - Epoch [22][880/3757] lr: 1.000e-03, eta: 1 day, 13:31:47, time: 1.173, data_time: 0.006, memory: 7080, top1_acc: 0.6727, top5_acc: 0.8750, loss_cls: 1.2791, loss: 1.2791, grad_norm: 5.2630 2021-06-17 06:05:49,116 - mmaction - INFO - Epoch [22][900/3757] lr: 1.000e-03, eta: 1 day, 13:31:18, time: 1.109, data_time: 0.070, memory: 7080, top1_acc: 0.6883, top5_acc: 0.8867, loss_cls: 1.2102, loss: 1.2102, grad_norm: 5.2304 2021-06-17 06:06:13,144 - mmaction - INFO - Epoch [22][920/3757] lr: 1.000e-03, eta: 1 day, 13:30:52, time: 1.197, data_time: 0.024, memory: 7080, top1_acc: 0.6758, top5_acc: 0.8711, loss_cls: 1.2703, loss: 1.2703, grad_norm: 5.3231 2021-06-17 06:06:34,549 - mmaction - INFO - Epoch [22][940/3757] lr: 1.000e-03, eta: 1 day, 13:30:22, time: 1.075, data_time: 0.101, memory: 7080, top1_acc: 0.6773, top5_acc: 0.8836, loss_cls: 1.2773, loss: 1.2773, grad_norm: 5.3524 2021-06-17 06:06:57,376 - mmaction - INFO - Epoch [22][960/3757] lr: 1.000e-03, eta: 1 day, 13:29:54, time: 1.142, data_time: 0.061, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8719, loss_cls: 1.2845, loss: 1.2845, grad_norm: 5.2586 2021-06-17 06:07:20,258 - mmaction - INFO - Epoch [22][980/3757] lr: 1.000e-03, eta: 1 day, 13:29:26, time: 1.143, data_time: 0.168, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8695, loss_cls: 1.2678, loss: 1.2678, grad_norm: 5.2601 2021-06-17 06:07:43,737 - mmaction - INFO - Epoch [22][1000/3757] lr: 1.000e-03, eta: 1 day, 13:28:59, time: 1.175, data_time: 0.161, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8594, loss_cls: 1.3132, loss: 1.3132, grad_norm: 5.4658 2021-06-17 06:08:06,119 - mmaction - INFO - Epoch [22][1020/3757] lr: 1.000e-03, eta: 1 day, 13:28:31, time: 1.117, data_time: 0.030, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8852, loss_cls: 1.2084, loss: 1.2084, grad_norm: 5.0714 2021-06-17 06:08:27,615 - mmaction - INFO - Epoch [22][1040/3757] lr: 1.000e-03, eta: 1 day, 13:28:01, time: 1.074, data_time: 0.099, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8938, loss_cls: 1.1971, loss: 1.1971, grad_norm: 5.0522 2021-06-17 06:08:50,539 - mmaction - INFO - Epoch [22][1060/3757] lr: 1.000e-03, eta: 1 day, 13:27:33, time: 1.148, data_time: 0.077, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8680, loss_cls: 1.3301, loss: 1.3301, grad_norm: 5.2538 2021-06-17 06:09:12,582 - mmaction - INFO - Epoch [22][1080/3757] lr: 1.000e-03, eta: 1 day, 13:27:04, time: 1.098, data_time: 0.158, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8578, loss_cls: 1.3587, loss: 1.3587, grad_norm: 5.2857 2021-06-17 06:09:35,335 - mmaction - INFO - Epoch [22][1100/3757] lr: 1.000e-03, eta: 1 day, 13:26:36, time: 1.142, data_time: 0.235, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8555, loss_cls: 1.3049, loss: 1.3049, grad_norm: 5.2975 2021-06-17 06:09:58,886 - mmaction - INFO - Epoch [22][1120/3757] lr: 1.000e-03, eta: 1 day, 13:26:09, time: 1.178, data_time: 0.102, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8711, loss_cls: 1.2572, loss: 1.2572, grad_norm: 5.0872 2021-06-17 06:10:21,568 - mmaction - INFO - Epoch [22][1140/3757] lr: 1.000e-03, eta: 1 day, 13:25:41, time: 1.135, data_time: 0.002, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2251, loss: 1.2251, grad_norm: 5.2407 2021-06-17 06:10:43,855 - mmaction - INFO - Epoch [22][1160/3757] lr: 1.000e-03, eta: 1 day, 13:25:12, time: 1.114, data_time: 0.002, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8742, loss_cls: 1.2273, loss: 1.2273, grad_norm: 5.2166 2021-06-17 06:11:06,804 - mmaction - INFO - Epoch [22][1180/3757] lr: 1.000e-03, eta: 1 day, 13:24:45, time: 1.145, data_time: 0.002, memory: 7080, top1_acc: 0.6813, top5_acc: 0.8719, loss_cls: 1.2730, loss: 1.2730, grad_norm: 5.2285 2021-06-17 06:11:29,487 - mmaction - INFO - Epoch [22][1200/3757] lr: 1.000e-03, eta: 1 day, 13:24:17, time: 1.135, data_time: 0.004, memory: 7080, top1_acc: 0.6555, top5_acc: 0.8609, loss_cls: 1.3589, loss: 1.3589, grad_norm: 5.5495 2021-06-17 06:11:52,352 - mmaction - INFO - Epoch [22][1220/3757] lr: 1.000e-03, eta: 1 day, 13:23:49, time: 1.145, data_time: 0.009, memory: 7080, top1_acc: 0.6883, top5_acc: 0.8734, loss_cls: 1.2507, loss: 1.2507, grad_norm: 5.1796 2021-06-17 06:12:15,329 - mmaction - INFO - Epoch [22][1240/3757] lr: 1.000e-03, eta: 1 day, 13:23:21, time: 1.148, data_time: 0.030, memory: 7080, top1_acc: 0.6883, top5_acc: 0.8883, loss_cls: 1.1922, loss: 1.1922, grad_norm: 5.0811 2021-06-17 06:12:38,865 - mmaction - INFO - Epoch [22][1260/3757] lr: 1.000e-03, eta: 1 day, 13:22:54, time: 1.177, data_time: 0.068, memory: 7080, top1_acc: 0.6961, top5_acc: 0.8805, loss_cls: 1.2055, loss: 1.2055, grad_norm: 5.1049 2021-06-17 06:13:01,929 - mmaction - INFO - Epoch [22][1280/3757] lr: 1.000e-03, eta: 1 day, 13:22:26, time: 1.152, data_time: 0.033, memory: 7080, top1_acc: 0.6805, top5_acc: 0.8922, loss_cls: 1.2435, loss: 1.2435, grad_norm: 5.2779 2021-06-17 06:13:24,807 - mmaction - INFO - Epoch [22][1300/3757] lr: 1.000e-03, eta: 1 day, 13:21:59, time: 1.145, data_time: 0.002, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8781, loss_cls: 1.2308, loss: 1.2308, grad_norm: 5.2129 2021-06-17 06:13:47,422 - mmaction - INFO - Epoch [22][1320/3757] lr: 1.000e-03, eta: 1 day, 13:21:30, time: 1.131, data_time: 0.051, memory: 7080, top1_acc: 0.6820, top5_acc: 0.8734, loss_cls: 1.2636, loss: 1.2636, grad_norm: 5.2651 2021-06-17 06:14:10,011 - mmaction - INFO - Epoch [22][1340/3757] lr: 1.000e-03, eta: 1 day, 13:21:02, time: 1.130, data_time: 0.123, memory: 7080, top1_acc: 0.6766, top5_acc: 0.8641, loss_cls: 1.3058, loss: 1.3058, grad_norm: 5.1603 2021-06-17 06:14:32,835 - mmaction - INFO - Epoch [22][1360/3757] lr: 1.000e-03, eta: 1 day, 13:20:34, time: 1.140, data_time: 0.003, memory: 7080, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3112, loss: 1.3112, grad_norm: 5.2134 2021-06-17 06:14:56,233 - mmaction - INFO - Epoch [22][1380/3757] lr: 1.000e-03, eta: 1 day, 13:20:07, time: 1.170, data_time: 0.003, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8797, loss_cls: 1.2256, loss: 1.2256, grad_norm: 5.2659 2021-06-17 06:15:18,612 - mmaction - INFO - Epoch [22][1400/3757] lr: 1.000e-03, eta: 1 day, 13:19:39, time: 1.119, data_time: 0.003, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8945, loss_cls: 1.1976, loss: 1.1976, grad_norm: 5.1440 2021-06-17 06:15:41,511 - mmaction - INFO - Epoch [22][1420/3757] lr: 1.000e-03, eta: 1 day, 13:19:11, time: 1.146, data_time: 0.004, memory: 7080, top1_acc: 0.6859, top5_acc: 0.8891, loss_cls: 1.2268, loss: 1.2268, grad_norm: 5.2067 2021-06-17 06:16:05,168 - mmaction - INFO - Epoch [22][1440/3757] lr: 1.000e-03, eta: 1 day, 13:18:44, time: 1.182, data_time: 0.004, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2477, loss: 1.2477, grad_norm: 5.2161 2021-06-17 06:16:27,333 - mmaction - INFO - Epoch [22][1460/3757] lr: 1.000e-03, eta: 1 day, 13:18:15, time: 1.108, data_time: 0.006, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8844, loss_cls: 1.2719, loss: 1.2719, grad_norm: 5.2947 2021-06-17 06:16:48,339 - mmaction - INFO - Epoch [22][1480/3757] lr: 1.000e-03, eta: 1 day, 13:17:45, time: 1.051, data_time: 0.003, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8844, loss_cls: 1.1999, loss: 1.1999, grad_norm: 5.0583 2021-06-17 06:17:11,379 - mmaction - INFO - Epoch [22][1500/3757] lr: 1.000e-03, eta: 1 day, 13:17:17, time: 1.150, data_time: 0.014, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8938, loss_cls: 1.2201, loss: 1.2201, grad_norm: 5.2679 2021-06-17 06:17:34,383 - mmaction - INFO - Epoch [22][1520/3757] lr: 1.000e-03, eta: 1 day, 13:16:50, time: 1.152, data_time: 0.047, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8695, loss_cls: 1.2258, loss: 1.2258, grad_norm: 5.0451 2021-06-17 06:17:57,145 - mmaction - INFO - Epoch [22][1540/3757] lr: 1.000e-03, eta: 1 day, 13:16:22, time: 1.139, data_time: 0.156, memory: 7080, top1_acc: 0.6906, top5_acc: 0.8820, loss_cls: 1.2253, loss: 1.2253, grad_norm: 5.1872 2021-06-17 06:18:20,613 - mmaction - INFO - Epoch [22][1560/3757] lr: 1.000e-03, eta: 1 day, 13:15:55, time: 1.173, data_time: 0.042, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8875, loss_cls: 1.2408, loss: 1.2408, grad_norm: 5.2861 2021-06-17 06:18:41,686 - mmaction - INFO - Epoch [22][1580/3757] lr: 1.000e-03, eta: 1 day, 13:15:25, time: 1.052, data_time: 0.240, memory: 7080, top1_acc: 0.6508, top5_acc: 0.8695, loss_cls: 1.3417, loss: 1.3417, grad_norm: 5.3431 2021-06-17 06:19:05,490 - mmaction - INFO - Epoch [22][1600/3757] lr: 1.000e-03, eta: 1 day, 13:14:58, time: 1.189, data_time: 0.241, memory: 7080, top1_acc: 0.6719, top5_acc: 0.8656, loss_cls: 1.3167, loss: 1.3167, grad_norm: 5.3435 2021-06-17 06:19:28,473 - mmaction - INFO - Epoch [22][1620/3757] lr: 1.000e-03, eta: 1 day, 13:14:31, time: 1.151, data_time: 0.199, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8773, loss_cls: 1.2660, loss: 1.2660, grad_norm: 5.2654 2021-06-17 06:19:50,732 - mmaction - INFO - Epoch [22][1640/3757] lr: 1.000e-03, eta: 1 day, 13:14:02, time: 1.112, data_time: 0.349, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8844, loss_cls: 1.2060, loss: 1.2060, grad_norm: 5.1595 2021-06-17 06:20:13,506 - mmaction - INFO - Epoch [22][1660/3757] lr: 1.000e-03, eta: 1 day, 13:13:34, time: 1.138, data_time: 0.316, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8758, loss_cls: 1.2913, loss: 1.2913, grad_norm: 5.3620 2021-06-17 06:20:37,080 - mmaction - INFO - Epoch [22][1680/3757] lr: 1.000e-03, eta: 1 day, 13:13:07, time: 1.180, data_time: 0.230, memory: 7080, top1_acc: 0.6883, top5_acc: 0.8711, loss_cls: 1.2605, loss: 1.2605, grad_norm: 5.1872 2021-06-17 06:20:57,157 - mmaction - INFO - Epoch [22][1700/3757] lr: 1.000e-03, eta: 1 day, 13:12:36, time: 1.003, data_time: 0.180, memory: 7080, top1_acc: 0.6867, top5_acc: 0.8688, loss_cls: 1.2846, loss: 1.2846, grad_norm: 5.1050 2021-06-17 06:21:20,095 - mmaction - INFO - Epoch [22][1720/3757] lr: 1.000e-03, eta: 1 day, 13:12:08, time: 1.147, data_time: 0.350, memory: 7080, top1_acc: 0.6805, top5_acc: 0.8672, loss_cls: 1.2859, loss: 1.2859, grad_norm: 5.2800 2021-06-17 06:21:41,771 - mmaction - INFO - Epoch [22][1740/3757] lr: 1.000e-03, eta: 1 day, 13:11:39, time: 1.084, data_time: 0.185, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8648, loss_cls: 1.2652, loss: 1.2652, grad_norm: 5.2226 2021-06-17 06:22:06,284 - mmaction - INFO - Epoch [22][1760/3757] lr: 1.000e-03, eta: 1 day, 13:11:13, time: 1.225, data_time: 0.145, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8828, loss_cls: 1.2260, loss: 1.2260, grad_norm: 5.0407 2021-06-17 06:22:29,143 - mmaction - INFO - Epoch [22][1780/3757] lr: 1.000e-03, eta: 1 day, 13:10:45, time: 1.142, data_time: 0.053, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2445, loss: 1.2445, grad_norm: 5.1825 2021-06-17 06:22:53,137 - mmaction - INFO - Epoch [22][1800/3757] lr: 1.000e-03, eta: 1 day, 13:10:19, time: 1.200, data_time: 0.016, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8766, loss_cls: 1.2315, loss: 1.2315, grad_norm: 5.1635 2021-06-17 06:23:15,837 - mmaction - INFO - Epoch [22][1820/3757] lr: 1.000e-03, eta: 1 day, 13:09:51, time: 1.135, data_time: 0.003, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8742, loss_cls: 1.2172, loss: 1.2172, grad_norm: 5.0602 2021-06-17 06:23:39,078 - mmaction - INFO - Epoch [22][1840/3757] lr: 1.000e-03, eta: 1 day, 13:09:24, time: 1.163, data_time: 0.002, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8742, loss_cls: 1.2622, loss: 1.2622, grad_norm: 5.1592 2021-06-17 06:24:01,182 - mmaction - INFO - Epoch [22][1860/3757] lr: 1.000e-03, eta: 1 day, 13:08:55, time: 1.100, data_time: 0.002, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2338, loss: 1.2338, grad_norm: 5.1340 2021-06-17 06:24:24,430 - mmaction - INFO - Epoch [22][1880/3757] lr: 1.000e-03, eta: 1 day, 13:08:27, time: 1.161, data_time: 0.039, memory: 7080, top1_acc: 0.6906, top5_acc: 0.8906, loss_cls: 1.2184, loss: 1.2184, grad_norm: 5.1550 2021-06-17 06:24:47,174 - mmaction - INFO - Epoch [22][1900/3757] lr: 1.000e-03, eta: 1 day, 13:08:00, time: 1.142, data_time: 0.113, memory: 7080, top1_acc: 0.6727, top5_acc: 0.8773, loss_cls: 1.2664, loss: 1.2664, grad_norm: 5.1535 2021-06-17 06:25:11,200 - mmaction - INFO - Epoch [22][1920/3757] lr: 1.000e-03, eta: 1 day, 13:07:33, time: 1.203, data_time: 0.317, memory: 7080, top1_acc: 0.6789, top5_acc: 0.8695, loss_cls: 1.2933, loss: 1.2933, grad_norm: 5.3493 2021-06-17 06:25:32,104 - mmaction - INFO - Epoch [22][1940/3757] lr: 1.000e-03, eta: 1 day, 13:07:03, time: 1.044, data_time: 0.087, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1789, loss: 1.1789, grad_norm: 5.1274 2021-06-17 06:25:55,160 - mmaction - INFO - Epoch [22][1960/3757] lr: 1.000e-03, eta: 1 day, 13:06:35, time: 1.151, data_time: 0.026, memory: 7080, top1_acc: 0.6859, top5_acc: 0.8664, loss_cls: 1.2606, loss: 1.2606, grad_norm: 5.2793 2021-06-17 06:26:18,736 - mmaction - INFO - Epoch [22][1980/3757] lr: 1.000e-03, eta: 1 day, 13:06:09, time: 1.181, data_time: 0.007, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2111, loss: 1.2111, grad_norm: 5.1997 2021-06-17 06:26:41,658 - mmaction - INFO - Epoch [22][2000/3757] lr: 1.000e-03, eta: 1 day, 13:05:41, time: 1.146, data_time: 0.005, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8805, loss_cls: 1.1667, loss: 1.1667, grad_norm: 5.2555 2021-06-17 06:27:05,023 - mmaction - INFO - Epoch [22][2020/3757] lr: 1.000e-03, eta: 1 day, 13:05:14, time: 1.168, data_time: 0.023, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8852, loss_cls: 1.2211, loss: 1.2211, grad_norm: 5.3510 2021-06-17 06:27:27,989 - mmaction - INFO - Epoch [22][2040/3757] lr: 1.000e-03, eta: 1 day, 13:04:46, time: 1.148, data_time: 0.001, memory: 7080, top1_acc: 0.6813, top5_acc: 0.8773, loss_cls: 1.2568, loss: 1.2568, grad_norm: 5.3005 2021-06-17 06:27:50,056 - mmaction - INFO - Epoch [22][2060/3757] lr: 1.000e-03, eta: 1 day, 13:04:18, time: 1.103, data_time: 0.017, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8695, loss_cls: 1.2640, loss: 1.2640, grad_norm: 5.2341 2021-06-17 06:28:12,775 - mmaction - INFO - Epoch [22][2080/3757] lr: 1.000e-03, eta: 1 day, 13:03:50, time: 1.136, data_time: 0.062, memory: 7080, top1_acc: 0.6961, top5_acc: 0.8711, loss_cls: 1.2260, loss: 1.2260, grad_norm: 5.1700 2021-06-17 06:28:35,943 - mmaction - INFO - Epoch [22][2100/3757] lr: 1.000e-03, eta: 1 day, 13:03:22, time: 1.155, data_time: 0.196, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8789, loss_cls: 1.1989, loss: 1.1989, grad_norm: 4.9776 2021-06-17 06:28:58,430 - mmaction - INFO - Epoch [22][2120/3757] lr: 1.000e-03, eta: 1 day, 13:02:54, time: 1.128, data_time: 0.005, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8805, loss_cls: 1.2633, loss: 1.2633, grad_norm: 5.3964 2021-06-17 06:29:21,798 - mmaction - INFO - Epoch [22][2140/3757] lr: 1.000e-03, eta: 1 day, 13:02:27, time: 1.167, data_time: 0.021, memory: 7080, top1_acc: 0.6859, top5_acc: 0.8828, loss_cls: 1.2688, loss: 1.2688, grad_norm: 5.2306 2021-06-17 06:29:43,699 - mmaction - INFO - Epoch [22][2160/3757] lr: 1.000e-03, eta: 1 day, 13:01:58, time: 1.096, data_time: 0.199, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.2593, loss: 1.2593, grad_norm: 5.2663 2021-06-17 06:30:06,649 - mmaction - INFO - Epoch [22][2180/3757] lr: 1.000e-03, eta: 1 day, 13:01:30, time: 1.147, data_time: 0.522, memory: 7080, top1_acc: 0.6758, top5_acc: 0.8812, loss_cls: 1.2490, loss: 1.2490, grad_norm: 5.3415 2021-06-17 06:30:28,231 - mmaction - INFO - Epoch [22][2200/3757] lr: 1.000e-03, eta: 1 day, 13:01:01, time: 1.078, data_time: 0.331, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8742, loss_cls: 1.2710, loss: 1.2710, grad_norm: 5.3427 2021-06-17 06:30:51,665 - mmaction - INFO - Epoch [22][2220/3757] lr: 1.000e-03, eta: 1 day, 13:00:34, time: 1.173, data_time: 0.269, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8938, loss_cls: 1.2017, loss: 1.2017, grad_norm: 5.1843 2021-06-17 06:31:14,173 - mmaction - INFO - Epoch [22][2240/3757] lr: 1.000e-03, eta: 1 day, 13:00:06, time: 1.126, data_time: 0.001, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8727, loss_cls: 1.3188, loss: 1.3188, grad_norm: 5.4899 2021-06-17 06:31:37,179 - mmaction - INFO - Epoch [22][2260/3757] lr: 1.000e-03, eta: 1 day, 12:59:38, time: 1.149, data_time: 0.049, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8781, loss_cls: 1.2443, loss: 1.2443, grad_norm: 5.3332 2021-06-17 06:32:00,072 - mmaction - INFO - Epoch [22][2280/3757] lr: 1.000e-03, eta: 1 day, 12:59:10, time: 1.145, data_time: 0.099, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8695, loss_cls: 1.3272, loss: 1.3272, grad_norm: 5.3540 2021-06-17 06:32:23,931 - mmaction - INFO - Epoch [22][2300/3757] lr: 1.000e-03, eta: 1 day, 12:58:44, time: 1.193, data_time: 0.027, memory: 7080, top1_acc: 0.6906, top5_acc: 0.8812, loss_cls: 1.2317, loss: 1.2317, grad_norm: 5.3475 2021-06-17 06:32:45,622 - mmaction - INFO - Epoch [22][2320/3757] lr: 1.000e-03, eta: 1 day, 12:58:15, time: 1.085, data_time: 0.060, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8758, loss_cls: 1.2579, loss: 1.2579, grad_norm: 5.3574 2021-06-17 06:33:08,930 - mmaction - INFO - Epoch [22][2340/3757] lr: 1.000e-03, eta: 1 day, 12:57:48, time: 1.165, data_time: 0.056, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8844, loss_cls: 1.2101, loss: 1.2101, grad_norm: 5.2068 2021-06-17 06:33:31,867 - mmaction - INFO - Epoch [22][2360/3757] lr: 1.000e-03, eta: 1 day, 12:57:20, time: 1.147, data_time: 0.267, memory: 7080, top1_acc: 0.6859, top5_acc: 0.8758, loss_cls: 1.2612, loss: 1.2612, grad_norm: 5.2977 2021-06-17 06:33:55,997 - mmaction - INFO - Epoch [22][2380/3757] lr: 1.000e-03, eta: 1 day, 12:56:54, time: 1.207, data_time: 0.012, memory: 7080, top1_acc: 0.6664, top5_acc: 0.8758, loss_cls: 1.2814, loss: 1.2814, grad_norm: 5.4273 2021-06-17 06:34:18,651 - mmaction - INFO - Epoch [22][2400/3757] lr: 1.000e-03, eta: 1 day, 12:56:26, time: 1.133, data_time: 0.002, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.2953, loss: 1.2953, grad_norm: 5.3503 2021-06-17 06:34:41,986 - mmaction - INFO - Epoch [22][2420/3757] lr: 1.000e-03, eta: 1 day, 12:55:59, time: 1.167, data_time: 0.055, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8930, loss_cls: 1.1823, loss: 1.1823, grad_norm: 5.1604 2021-06-17 06:35:03,121 - mmaction - INFO - Epoch [22][2440/3757] lr: 1.000e-03, eta: 1 day, 12:55:29, time: 1.055, data_time: 0.193, memory: 7080, top1_acc: 0.6867, top5_acc: 0.8719, loss_cls: 1.2193, loss: 1.2193, grad_norm: 5.1865 2021-06-17 06:35:27,804 - mmaction - INFO - Epoch [22][2460/3757] lr: 1.000e-03, eta: 1 day, 12:55:04, time: 1.236, data_time: 0.206, memory: 7080, top1_acc: 0.6758, top5_acc: 0.8750, loss_cls: 1.2458, loss: 1.2458, grad_norm: 5.2408 2021-06-17 06:35:50,053 - mmaction - INFO - Epoch [22][2480/3757] lr: 1.000e-03, eta: 1 day, 12:54:35, time: 1.112, data_time: 0.125, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8945, loss_cls: 1.1470, loss: 1.1470, grad_norm: 5.0280 2021-06-17 06:36:12,865 - mmaction - INFO - Epoch [22][2500/3757] lr: 1.000e-03, eta: 1 day, 12:54:07, time: 1.137, data_time: 0.140, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8789, loss_cls: 1.2641, loss: 1.2641, grad_norm: 5.2943 2021-06-17 06:36:36,187 - mmaction - INFO - Epoch [22][2520/3757] lr: 1.000e-03, eta: 1 day, 12:53:40, time: 1.168, data_time: 0.134, memory: 7080, top1_acc: 0.6961, top5_acc: 0.8867, loss_cls: 1.2044, loss: 1.2044, grad_norm: 5.0950 2021-06-17 06:36:59,981 - mmaction - INFO - Epoch [22][2540/3757] lr: 1.000e-03, eta: 1 day, 12:53:14, time: 1.192, data_time: 0.133, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8844, loss_cls: 1.2271, loss: 1.2271, grad_norm: 5.3572 2021-06-17 06:37:21,866 - mmaction - INFO - Epoch [22][2560/3757] lr: 1.000e-03, eta: 1 day, 12:52:45, time: 1.094, data_time: 0.068, memory: 7080, top1_acc: 0.6617, top5_acc: 0.8555, loss_cls: 1.3807, loss: 1.3807, grad_norm: 5.3595 2021-06-17 06:37:45,018 - mmaction - INFO - Epoch [22][2580/3757] lr: 1.000e-03, eta: 1 day, 12:52:17, time: 1.157, data_time: 0.139, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8672, loss_cls: 1.2826, loss: 1.2826, grad_norm: 5.4883 2021-06-17 06:38:07,057 - mmaction - INFO - Epoch [22][2600/3757] lr: 1.000e-03, eta: 1 day, 12:51:49, time: 1.101, data_time: 0.148, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8836, loss_cls: 1.2921, loss: 1.2921, grad_norm: 5.4840 2021-06-17 06:38:29,672 - mmaction - INFO - Epoch [22][2620/3757] lr: 1.000e-03, eta: 1 day, 12:51:21, time: 1.130, data_time: 0.002, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8938, loss_cls: 1.1888, loss: 1.1888, grad_norm: 5.2501 2021-06-17 06:38:52,249 - mmaction - INFO - Epoch [22][2640/3757] lr: 1.000e-03, eta: 1 day, 12:50:53, time: 1.131, data_time: 0.003, memory: 7080, top1_acc: 0.6859, top5_acc: 0.8789, loss_cls: 1.2584, loss: 1.2584, grad_norm: 5.2745 2021-06-17 06:39:15,191 - mmaction - INFO - Epoch [22][2660/3757] lr: 1.000e-03, eta: 1 day, 12:50:25, time: 1.146, data_time: 0.001, memory: 7080, top1_acc: 0.6859, top5_acc: 0.8859, loss_cls: 1.2219, loss: 1.2219, grad_norm: 5.2518 2021-06-17 06:39:37,609 - mmaction - INFO - Epoch [22][2680/3757] lr: 1.000e-03, eta: 1 day, 12:49:57, time: 1.120, data_time: 0.002, memory: 7080, top1_acc: 0.6773, top5_acc: 0.8789, loss_cls: 1.2603, loss: 1.2603, grad_norm: 5.4045 2021-06-17 06:40:00,916 - mmaction - INFO - Epoch [22][2700/3757] lr: 1.000e-03, eta: 1 day, 12:49:30, time: 1.167, data_time: 0.003, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8859, loss_cls: 1.2490, loss: 1.2490, grad_norm: 5.2713 2021-06-17 06:40:23,222 - mmaction - INFO - Epoch [22][2720/3757] lr: 1.000e-03, eta: 1 day, 12:49:01, time: 1.112, data_time: 0.002, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8891, loss_cls: 1.1630, loss: 1.1630, grad_norm: 5.1114 2021-06-17 06:40:45,084 - mmaction - INFO - Epoch [22][2740/3757] lr: 1.000e-03, eta: 1 day, 12:48:32, time: 1.097, data_time: 0.029, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.2228, loss: 1.2228, grad_norm: 5.3209 2021-06-17 06:41:08,720 - mmaction - INFO - Epoch [22][2760/3757] lr: 1.000e-03, eta: 1 day, 12:48:06, time: 1.180, data_time: 0.021, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8711, loss_cls: 1.2975, loss: 1.2975, grad_norm: 5.4008 2021-06-17 06:41:32,058 - mmaction - INFO - Epoch [22][2780/3757] lr: 1.000e-03, eta: 1 day, 12:47:39, time: 1.168, data_time: 0.292, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8836, loss_cls: 1.2426, loss: 1.2426, grad_norm: 5.3451 2021-06-17 06:41:55,270 - mmaction - INFO - Epoch [22][2800/3757] lr: 1.000e-03, eta: 1 day, 12:47:11, time: 1.159, data_time: 0.394, memory: 7080, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.3340, loss: 1.3340, grad_norm: 5.3284 2021-06-17 06:42:17,371 - mmaction - INFO - Epoch [22][2820/3757] lr: 1.000e-03, eta: 1 day, 12:46:43, time: 1.106, data_time: 0.207, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8727, loss_cls: 1.2598, loss: 1.2598, grad_norm: 5.3194 2021-06-17 06:42:39,515 - mmaction - INFO - Epoch [22][2840/3757] lr: 1.000e-03, eta: 1 day, 12:46:14, time: 1.107, data_time: 0.447, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8867, loss_cls: 1.1964, loss: 1.1964, grad_norm: 5.1802 2021-06-17 06:43:02,950 - mmaction - INFO - Epoch [22][2860/3757] lr: 1.000e-03, eta: 1 day, 12:45:47, time: 1.172, data_time: 0.421, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8797, loss_cls: 1.2890, loss: 1.2890, grad_norm: 5.4504 2021-06-17 06:43:26,172 - mmaction - INFO - Epoch [22][2880/3757] lr: 1.000e-03, eta: 1 day, 12:45:20, time: 1.161, data_time: 0.169, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8742, loss_cls: 1.2824, loss: 1.2824, grad_norm: 5.2535 2021-06-17 06:43:49,024 - mmaction - INFO - Epoch [22][2900/3757] lr: 1.000e-03, eta: 1 day, 12:44:52, time: 1.143, data_time: 0.001, memory: 7080, top1_acc: 0.6781, top5_acc: 0.8664, loss_cls: 1.3035, loss: 1.3035, grad_norm: 5.2893 2021-06-17 06:44:11,611 - mmaction - INFO - Epoch [22][2920/3757] lr: 1.000e-03, eta: 1 day, 12:44:24, time: 1.129, data_time: 0.001, memory: 7080, top1_acc: 0.6789, top5_acc: 0.8797, loss_cls: 1.2611, loss: 1.2611, grad_norm: 5.2514 2021-06-17 06:44:33,299 - mmaction - INFO - Epoch [22][2940/3757] lr: 1.000e-03, eta: 1 day, 12:43:55, time: 1.085, data_time: 0.002, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2539, loss: 1.2539, grad_norm: 5.2405 2021-06-17 06:44:56,408 - mmaction - INFO - Epoch [22][2960/3757] lr: 1.000e-03, eta: 1 day, 12:43:28, time: 1.156, data_time: 0.002, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8938, loss_cls: 1.1769, loss: 1.1769, grad_norm: 5.1727 2021-06-17 06:45:19,854 - mmaction - INFO - Epoch [22][2980/3757] lr: 1.000e-03, eta: 1 day, 12:43:01, time: 1.171, data_time: 0.095, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.1929, loss: 1.1929, grad_norm: 5.1528 2021-06-17 06:45:42,461 - mmaction - INFO - Epoch [22][3000/3757] lr: 1.000e-03, eta: 1 day, 12:42:33, time: 1.128, data_time: 0.302, memory: 7080, top1_acc: 0.6867, top5_acc: 0.8766, loss_cls: 1.2837, loss: 1.2837, grad_norm: 5.3721 2021-06-17 06:46:04,999 - mmaction - INFO - Epoch [22][3020/3757] lr: 1.000e-03, eta: 1 day, 12:42:05, time: 1.129, data_time: 0.063, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8891, loss_cls: 1.2162, loss: 1.2162, grad_norm: 5.3625 2021-06-17 06:46:27,403 - mmaction - INFO - Epoch [22][3040/3757] lr: 1.000e-03, eta: 1 day, 12:41:37, time: 1.121, data_time: 0.076, memory: 7080, top1_acc: 0.6867, top5_acc: 0.8656, loss_cls: 1.2823, loss: 1.2823, grad_norm: 5.2745 2021-06-17 06:46:49,597 - mmaction - INFO - Epoch [22][3060/3757] lr: 1.000e-03, eta: 1 day, 12:41:08, time: 1.109, data_time: 0.002, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8867, loss_cls: 1.2161, loss: 1.2161, grad_norm: 5.0917 2021-06-17 06:47:12,465 - mmaction - INFO - Epoch [22][3080/3757] lr: 1.000e-03, eta: 1 day, 12:40:41, time: 1.143, data_time: 0.040, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.2553, loss: 1.2553, grad_norm: 5.4449 2021-06-17 06:47:36,270 - mmaction - INFO - Epoch [22][3100/3757] lr: 1.000e-03, eta: 1 day, 12:40:14, time: 1.192, data_time: 0.256, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2229, loss: 1.2229, grad_norm: 5.2739 2021-06-17 06:47:57,512 - mmaction - INFO - Epoch [22][3120/3757] lr: 1.000e-03, eta: 1 day, 12:39:44, time: 1.061, data_time: 0.148, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8852, loss_cls: 1.1980, loss: 1.1980, grad_norm: 5.2481 2021-06-17 06:48:20,085 - mmaction - INFO - Epoch [22][3140/3757] lr: 1.000e-03, eta: 1 day, 12:39:16, time: 1.129, data_time: 0.018, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8984, loss_cls: 1.1425, loss: 1.1425, grad_norm: 5.2523 2021-06-17 06:48:42,891 - mmaction - INFO - Epoch [22][3160/3757] lr: 1.000e-03, eta: 1 day, 12:38:49, time: 1.141, data_time: 0.002, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8867, loss_cls: 1.2658, loss: 1.2658, grad_norm: 5.2726 2021-06-17 06:49:06,034 - mmaction - INFO - Epoch [22][3180/3757] lr: 1.000e-03, eta: 1 day, 12:38:21, time: 1.157, data_time: 0.072, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8789, loss_cls: 1.2571, loss: 1.2571, grad_norm: 5.3537 2021-06-17 06:49:28,834 - mmaction - INFO - Epoch [22][3200/3757] lr: 1.000e-03, eta: 1 day, 12:37:54, time: 1.139, data_time: 0.033, memory: 7080, top1_acc: 0.6719, top5_acc: 0.8711, loss_cls: 1.2885, loss: 1.2885, grad_norm: 5.1154 2021-06-17 06:49:51,349 - mmaction - INFO - Epoch [22][3220/3757] lr: 1.000e-03, eta: 1 day, 12:37:26, time: 1.127, data_time: 0.002, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8820, loss_cls: 1.1809, loss: 1.1809, grad_norm: 5.0732 2021-06-17 06:50:15,233 - mmaction - INFO - Epoch [22][3240/3757] lr: 1.000e-03, eta: 1 day, 12:36:59, time: 1.193, data_time: 0.002, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8805, loss_cls: 1.2432, loss: 1.2432, grad_norm: 5.2743 2021-06-17 06:50:37,690 - mmaction - INFO - Epoch [22][3260/3757] lr: 1.000e-03, eta: 1 day, 12:36:31, time: 1.114, data_time: 0.006, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8688, loss_cls: 1.2192, loss: 1.2192, grad_norm: 5.2050 2021-06-17 06:50:59,719 - mmaction - INFO - Epoch [22][3280/3757] lr: 1.000e-03, eta: 1 day, 12:36:03, time: 1.110, data_time: 0.016, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8891, loss_cls: 1.2444, loss: 1.2444, grad_norm: 5.3590 2021-06-17 06:51:23,752 - mmaction - INFO - Epoch [22][3300/3757] lr: 1.000e-03, eta: 1 day, 12:35:36, time: 1.204, data_time: 0.023, memory: 7080, top1_acc: 0.6781, top5_acc: 0.8781, loss_cls: 1.2859, loss: 1.2859, grad_norm: 5.3526 2021-06-17 06:51:45,841 - mmaction - INFO - Epoch [22][3320/3757] lr: 1.000e-03, eta: 1 day, 12:35:08, time: 1.102, data_time: 0.052, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8750, loss_cls: 1.2715, loss: 1.2715, grad_norm: 5.3282 2021-06-17 06:52:09,072 - mmaction - INFO - Epoch [22][3340/3757] lr: 1.000e-03, eta: 1 day, 12:34:41, time: 1.162, data_time: 0.214, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8734, loss_cls: 1.2540, loss: 1.2540, grad_norm: 5.4113 2021-06-17 06:52:31,245 - mmaction - INFO - Epoch [22][3360/3757] lr: 1.000e-03, eta: 1 day, 12:34:12, time: 1.110, data_time: 0.263, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8906, loss_cls: 1.1573, loss: 1.1573, grad_norm: 5.0913 2021-06-17 06:52:54,367 - mmaction - INFO - Epoch [22][3380/3757] lr: 1.000e-03, eta: 1 day, 12:33:45, time: 1.157, data_time: 0.143, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8812, loss_cls: 1.2844, loss: 1.2844, grad_norm: 5.5450 2021-06-17 06:53:16,753 - mmaction - INFO - Epoch [22][3400/3757] lr: 1.000e-03, eta: 1 day, 12:33:17, time: 1.119, data_time: 0.045, memory: 7080, top1_acc: 0.6867, top5_acc: 0.8828, loss_cls: 1.2285, loss: 1.2285, grad_norm: 5.3804 2021-06-17 06:53:39,773 - mmaction - INFO - Epoch [22][3420/3757] lr: 1.000e-03, eta: 1 day, 12:32:49, time: 1.151, data_time: 0.004, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8820, loss_cls: 1.2072, loss: 1.2072, grad_norm: 5.1600 2021-06-17 06:54:01,433 - mmaction - INFO - Epoch [22][3440/3757] lr: 1.000e-03, eta: 1 day, 12:32:20, time: 1.083, data_time: 0.041, memory: 7080, top1_acc: 0.6859, top5_acc: 0.8805, loss_cls: 1.2447, loss: 1.2447, grad_norm: 5.3659 2021-06-17 06:54:25,018 - mmaction - INFO - Epoch [22][3460/3757] lr: 1.000e-03, eta: 1 day, 12:31:54, time: 1.178, data_time: 0.121, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8930, loss_cls: 1.2049, loss: 1.2049, grad_norm: 5.3803 2021-06-17 06:54:47,171 - mmaction - INFO - Epoch [22][3480/3757] lr: 1.000e-03, eta: 1 day, 12:31:25, time: 1.109, data_time: 0.029, memory: 7080, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.2816, loss: 1.2816, grad_norm: 5.4246 2021-06-17 06:55:10,308 - mmaction - INFO - Epoch [22][3500/3757] lr: 1.000e-03, eta: 1 day, 12:30:58, time: 1.157, data_time: 0.208, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8734, loss_cls: 1.2603, loss: 1.2603, grad_norm: 5.3045 2021-06-17 06:55:33,310 - mmaction - INFO - Epoch [22][3520/3757] lr: 1.000e-03, eta: 1 day, 12:30:30, time: 1.146, data_time: 0.017, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8828, loss_cls: 1.2350, loss: 1.2350, grad_norm: 5.2402 2021-06-17 06:55:55,527 - mmaction - INFO - Epoch [22][3540/3757] lr: 1.000e-03, eta: 1 day, 12:30:02, time: 1.114, data_time: 0.350, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8922, loss_cls: 1.2199, loss: 1.2199, grad_norm: 5.2304 2021-06-17 06:56:18,443 - mmaction - INFO - Epoch [22][3560/3757] lr: 1.000e-03, eta: 1 day, 12:29:35, time: 1.146, data_time: 0.444, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8742, loss_cls: 1.2251, loss: 1.2251, grad_norm: 5.2329 2021-06-17 06:56:41,337 - mmaction - INFO - Epoch [22][3580/3757] lr: 1.000e-03, eta: 1 day, 12:29:07, time: 1.144, data_time: 0.250, memory: 7080, top1_acc: 0.6656, top5_acc: 0.8695, loss_cls: 1.3126, loss: 1.3126, grad_norm: 5.3312 2021-06-17 06:57:05,054 - mmaction - INFO - Epoch [22][3600/3757] lr: 1.000e-03, eta: 1 day, 12:28:41, time: 1.185, data_time: 0.068, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8891, loss_cls: 1.1201, loss: 1.1201, grad_norm: 5.1168 2021-06-17 06:57:26,753 - mmaction - INFO - Epoch [22][3620/3757] lr: 1.000e-03, eta: 1 day, 12:28:12, time: 1.085, data_time: 0.002, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8750, loss_cls: 1.2471, loss: 1.2471, grad_norm: 5.1910 2021-06-17 06:57:50,020 - mmaction - INFO - Epoch [22][3640/3757] lr: 1.000e-03, eta: 1 day, 12:27:44, time: 1.164, data_time: 0.033, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.3135, loss: 1.3135, grad_norm: 5.4182 2021-06-17 06:58:12,697 - mmaction - INFO - Epoch [22][3660/3757] lr: 1.000e-03, eta: 1 day, 12:27:17, time: 1.130, data_time: 0.056, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8898, loss_cls: 1.1656, loss: 1.1656, grad_norm: 5.3054 2021-06-17 06:58:36,312 - mmaction - INFO - Epoch [22][3680/3757] lr: 1.000e-03, eta: 1 day, 12:26:50, time: 1.184, data_time: 0.161, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8922, loss_cls: 1.2082, loss: 1.2082, grad_norm: 5.3741 2021-06-17 06:58:58,078 - mmaction - INFO - Epoch [22][3700/3757] lr: 1.000e-03, eta: 1 day, 12:26:21, time: 1.086, data_time: 0.124, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8867, loss_cls: 1.2071, loss: 1.2071, grad_norm: 5.2281 2021-06-17 06:59:19,892 - mmaction - INFO - Epoch [22][3720/3757] lr: 1.000e-03, eta: 1 day, 12:25:52, time: 1.094, data_time: 0.107, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8938, loss_cls: 1.1448, loss: 1.1448, grad_norm: 5.1639 2021-06-17 06:59:43,318 - mmaction - INFO - Epoch [22][3740/3757] lr: 1.000e-03, eta: 1 day, 12:25:25, time: 1.168, data_time: 0.186, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8680, loss_cls: 1.3378, loss: 1.3378, grad_norm: 5.6384 2021-06-17 07:00:06,379 - mmaction - INFO - Saving checkpoint at 22 epochs 2021-06-17 07:07:36,249 - mmaction - INFO - Epoch [23][20/3757] lr: 1.000e-03, eta: 1 day, 12:33:12, time: 22.442, data_time: 21.603, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.2025, loss: 1.2025, grad_norm: 5.1761 2021-06-17 07:07:58,290 - mmaction - INFO - Epoch [23][40/3757] lr: 1.000e-03, eta: 1 day, 12:32:43, time: 1.104, data_time: 0.296, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8734, loss_cls: 1.2515, loss: 1.2515, grad_norm: 5.3378 2021-06-17 07:08:21,213 - mmaction - INFO - Epoch [23][60/3757] lr: 1.000e-03, eta: 1 day, 12:32:15, time: 1.146, data_time: 0.301, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8852, loss_cls: 1.1973, loss: 1.1973, grad_norm: 5.1312 2021-06-17 07:08:43,451 - mmaction - INFO - Epoch [23][80/3757] lr: 1.000e-03, eta: 1 day, 12:31:46, time: 1.110, data_time: 0.112, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8695, loss_cls: 1.2028, loss: 1.2028, grad_norm: 5.0028 2021-06-17 07:09:05,300 - mmaction - INFO - Epoch [23][100/3757] lr: 1.000e-03, eta: 1 day, 12:31:17, time: 1.094, data_time: 0.203, memory: 7080, top1_acc: 0.6891, top5_acc: 0.9008, loss_cls: 1.1721, loss: 1.1721, grad_norm: 5.1248 2021-06-17 07:09:27,924 - mmaction - INFO - Epoch [23][120/3757] lr: 1.000e-03, eta: 1 day, 12:30:49, time: 1.132, data_time: 0.205, memory: 7080, top1_acc: 0.6883, top5_acc: 0.8789, loss_cls: 1.2737, loss: 1.2737, grad_norm: 5.4846 2021-06-17 07:09:50,405 - mmaction - INFO - Epoch [23][140/3757] lr: 1.000e-03, eta: 1 day, 12:30:21, time: 1.124, data_time: 0.122, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8672, loss_cls: 1.2374, loss: 1.2374, grad_norm: 5.2104 2021-06-17 07:10:13,912 - mmaction - INFO - Epoch [23][160/3757] lr: 1.000e-03, eta: 1 day, 12:29:54, time: 1.174, data_time: 0.121, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8969, loss_cls: 1.2001, loss: 1.2001, grad_norm: 5.3777 2021-06-17 07:10:35,518 - mmaction - INFO - Epoch [23][180/3757] lr: 1.000e-03, eta: 1 day, 12:29:25, time: 1.082, data_time: 0.003, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8891, loss_cls: 1.1677, loss: 1.1677, grad_norm: 5.1347 2021-06-17 07:10:57,720 - mmaction - INFO - Epoch [23][200/3757] lr: 1.000e-03, eta: 1 day, 12:28:56, time: 1.110, data_time: 0.001, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.3145, loss: 1.3145, grad_norm: 5.3958 2021-06-17 07:11:21,501 - mmaction - INFO - Epoch [23][220/3757] lr: 1.000e-03, eta: 1 day, 12:28:30, time: 1.189, data_time: 0.083, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2445, loss: 1.2445, grad_norm: 5.2245 2021-06-17 07:11:44,244 - mmaction - INFO - Epoch [23][240/3757] lr: 1.000e-03, eta: 1 day, 12:28:02, time: 1.138, data_time: 0.113, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8961, loss_cls: 1.1810, loss: 1.1810, grad_norm: 5.1205 2021-06-17 07:12:07,521 - mmaction - INFO - Epoch [23][260/3757] lr: 1.000e-03, eta: 1 day, 12:27:35, time: 1.163, data_time: 0.086, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8797, loss_cls: 1.2673, loss: 1.2673, grad_norm: 5.3202 2021-06-17 07:12:30,394 - mmaction - INFO - Epoch [23][280/3757] lr: 1.000e-03, eta: 1 day, 12:27:07, time: 1.144, data_time: 0.132, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8883, loss_cls: 1.1924, loss: 1.1924, grad_norm: 5.1164 2021-06-17 07:12:53,430 - mmaction - INFO - Epoch [23][300/3757] lr: 1.000e-03, eta: 1 day, 12:26:39, time: 1.153, data_time: 0.033, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.1900, loss: 1.1900, grad_norm: 5.0847 2021-06-17 07:13:16,158 - mmaction - INFO - Epoch [23][320/3757] lr: 1.000e-03, eta: 1 day, 12:26:11, time: 1.133, data_time: 0.069, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8828, loss_cls: 1.1892, loss: 1.1892, grad_norm: 5.2816 2021-06-17 07:13:40,074 - mmaction - INFO - Epoch [23][340/3757] lr: 1.000e-03, eta: 1 day, 12:25:45, time: 1.199, data_time: 0.068, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8852, loss_cls: 1.2096, loss: 1.2096, grad_norm: 5.2744 2021-06-17 07:14:02,086 - mmaction - INFO - Epoch [23][360/3757] lr: 1.000e-03, eta: 1 day, 12:25:16, time: 1.099, data_time: 0.004, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8875, loss_cls: 1.2101, loss: 1.2101, grad_norm: 5.2842 2021-06-17 07:14:25,113 - mmaction - INFO - Epoch [23][380/3757] lr: 1.000e-03, eta: 1 day, 12:24:49, time: 1.152, data_time: 0.193, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8984, loss_cls: 1.1524, loss: 1.1524, grad_norm: 5.2257 2021-06-17 07:14:47,953 - mmaction - INFO - Epoch [23][400/3757] lr: 1.000e-03, eta: 1 day, 12:24:21, time: 1.142, data_time: 0.023, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8758, loss_cls: 1.2517, loss: 1.2517, grad_norm: 5.4475 2021-06-17 07:15:10,590 - mmaction - INFO - Epoch [23][420/3757] lr: 1.000e-03, eta: 1 day, 12:23:53, time: 1.131, data_time: 0.001, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8906, loss_cls: 1.2008, loss: 1.2008, grad_norm: 5.4087 2021-06-17 07:15:33,256 - mmaction - INFO - Epoch [23][440/3757] lr: 1.000e-03, eta: 1 day, 12:23:25, time: 1.134, data_time: 0.176, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8727, loss_cls: 1.2669, loss: 1.2669, grad_norm: 5.3835 2021-06-17 07:15:55,977 - mmaction - INFO - Epoch [23][460/3757] lr: 1.000e-03, eta: 1 day, 12:22:57, time: 1.136, data_time: 0.223, memory: 7080, top1_acc: 0.6945, top5_acc: 0.9008, loss_cls: 1.1644, loss: 1.1644, grad_norm: 5.1831 2021-06-17 07:16:18,998 - mmaction - INFO - Epoch [23][480/3757] lr: 1.000e-03, eta: 1 day, 12:22:30, time: 1.152, data_time: 0.237, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8695, loss_cls: 1.2570, loss: 1.2570, grad_norm: 5.1478 2021-06-17 07:16:41,994 - mmaction - INFO - Epoch [23][500/3757] lr: 1.000e-03, eta: 1 day, 12:22:02, time: 1.150, data_time: 0.197, memory: 7080, top1_acc: 0.6805, top5_acc: 0.8812, loss_cls: 1.2378, loss: 1.2378, grad_norm: 5.3666 2021-06-17 07:17:05,028 - mmaction - INFO - Epoch [23][520/3757] lr: 1.000e-03, eta: 1 day, 12:21:34, time: 1.151, data_time: 0.036, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8789, loss_cls: 1.2332, loss: 1.2332, grad_norm: 5.3234 2021-06-17 07:17:27,893 - mmaction - INFO - Epoch [23][540/3757] lr: 1.000e-03, eta: 1 day, 12:21:07, time: 1.143, data_time: 0.140, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2251, loss: 1.2251, grad_norm: 5.3007 2021-06-17 07:17:50,519 - mmaction - INFO - Epoch [23][560/3757] lr: 1.000e-03, eta: 1 day, 12:20:39, time: 1.132, data_time: 0.002, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8789, loss_cls: 1.2623, loss: 1.2623, grad_norm: 5.3627 2021-06-17 07:18:11,732 - mmaction - INFO - Epoch [23][580/3757] lr: 1.000e-03, eta: 1 day, 12:20:09, time: 1.060, data_time: 0.001, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8656, loss_cls: 1.2752, loss: 1.2752, grad_norm: 5.1857 2021-06-17 07:18:35,152 - mmaction - INFO - Epoch [23][600/3757] lr: 1.000e-03, eta: 1 day, 12:19:42, time: 1.170, data_time: 0.003, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8844, loss_cls: 1.1759, loss: 1.1759, grad_norm: 5.0997 2021-06-17 07:18:58,217 - mmaction - INFO - Epoch [23][620/3757] lr: 1.000e-03, eta: 1 day, 12:19:15, time: 1.155, data_time: 0.003, memory: 7080, top1_acc: 0.6883, top5_acc: 0.8742, loss_cls: 1.2332, loss: 1.2332, grad_norm: 5.4574 2021-06-17 07:19:19,568 - mmaction - INFO - Epoch [23][640/3757] lr: 1.000e-03, eta: 1 day, 12:18:45, time: 1.068, data_time: 0.044, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8977, loss_cls: 1.1856, loss: 1.1856, grad_norm: 5.1876 2021-06-17 07:19:43,145 - mmaction - INFO - Epoch [23][660/3757] lr: 1.000e-03, eta: 1 day, 12:18:18, time: 1.177, data_time: 0.086, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8844, loss_cls: 1.2043, loss: 1.2043, grad_norm: 5.3964 2021-06-17 07:20:05,421 - mmaction - INFO - Epoch [23][680/3757] lr: 1.000e-03, eta: 1 day, 12:17:50, time: 1.115, data_time: 0.044, memory: 7080, top1_acc: 0.6906, top5_acc: 0.8859, loss_cls: 1.2098, loss: 1.2098, grad_norm: 5.3919 2021-06-17 07:20:27,645 - mmaction - INFO - Epoch [23][700/3757] lr: 1.000e-03, eta: 1 day, 12:17:21, time: 1.112, data_time: 0.249, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8828, loss_cls: 1.2091, loss: 1.2091, grad_norm: 5.2064 2021-06-17 07:20:51,479 - mmaction - INFO - Epoch [23][720/3757] lr: 1.000e-03, eta: 1 day, 12:16:55, time: 1.192, data_time: 0.213, memory: 7080, top1_acc: 0.6703, top5_acc: 0.8719, loss_cls: 1.2881, loss: 1.2881, grad_norm: 5.5152 2021-06-17 07:21:15,058 - mmaction - INFO - Epoch [23][740/3757] lr: 1.000e-03, eta: 1 day, 12:16:28, time: 1.179, data_time: 0.145, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.1866, loss: 1.1866, grad_norm: 5.1992 2021-06-17 07:21:38,045 - mmaction - INFO - Epoch [23][760/3757] lr: 1.000e-03, eta: 1 day, 12:16:00, time: 1.149, data_time: 0.026, memory: 7080, top1_acc: 0.6906, top5_acc: 0.8875, loss_cls: 1.1998, loss: 1.1998, grad_norm: 5.4289 2021-06-17 07:22:00,443 - mmaction - INFO - Epoch [23][780/3757] lr: 1.000e-03, eta: 1 day, 12:15:32, time: 1.121, data_time: 0.002, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8805, loss_cls: 1.2196, loss: 1.2196, grad_norm: 5.4679 2021-06-17 07:22:23,429 - mmaction - INFO - Epoch [23][800/3757] lr: 1.000e-03, eta: 1 day, 12:15:05, time: 1.149, data_time: 0.001, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8922, loss_cls: 1.2014, loss: 1.2014, grad_norm: 5.4827 2021-06-17 07:22:45,399 - mmaction - INFO - Epoch [23][820/3757] lr: 1.000e-03, eta: 1 day, 12:14:36, time: 1.098, data_time: 0.001, memory: 7080, top1_acc: 0.6898, top5_acc: 0.8820, loss_cls: 1.2294, loss: 1.2294, grad_norm: 5.3126 2021-06-17 07:23:08,473 - mmaction - INFO - Epoch [23][840/3757] lr: 1.000e-03, eta: 1 day, 12:14:08, time: 1.154, data_time: 0.002, memory: 7080, top1_acc: 0.6773, top5_acc: 0.8859, loss_cls: 1.2451, loss: 1.2451, grad_norm: 5.4105 2021-06-17 07:23:31,884 - mmaction - INFO - Epoch [23][860/3757] lr: 1.000e-03, eta: 1 day, 12:13:41, time: 1.170, data_time: 0.004, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8750, loss_cls: 1.2680, loss: 1.2680, grad_norm: 5.3115 2021-06-17 07:23:54,783 - mmaction - INFO - Epoch [23][880/3757] lr: 1.000e-03, eta: 1 day, 12:13:14, time: 1.146, data_time: 0.002, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8883, loss_cls: 1.2151, loss: 1.2151, grad_norm: 5.4230 2021-06-17 07:24:18,380 - mmaction - INFO - Epoch [23][900/3757] lr: 1.000e-03, eta: 1 day, 12:12:47, time: 1.180, data_time: 0.001, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.3073, loss: 1.3073, grad_norm: 5.3041 2021-06-17 07:24:41,266 - mmaction - INFO - Epoch [23][920/3757] lr: 1.000e-03, eta: 1 day, 12:12:19, time: 1.144, data_time: 0.002, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8883, loss_cls: 1.2213, loss: 1.2213, grad_norm: 5.4319 2021-06-17 07:25:02,765 - mmaction - INFO - Epoch [23][940/3757] lr: 1.000e-03, eta: 1 day, 12:11:50, time: 1.074, data_time: 0.001, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.1696, loss: 1.1696, grad_norm: 5.0977 2021-06-17 07:25:25,516 - mmaction - INFO - Epoch [23][960/3757] lr: 1.000e-03, eta: 1 day, 12:11:22, time: 1.138, data_time: 0.003, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8766, loss_cls: 1.2198, loss: 1.2198, grad_norm: 5.3503 2021-06-17 07:25:49,193 - mmaction - INFO - Epoch [23][980/3757] lr: 1.000e-03, eta: 1 day, 12:10:56, time: 1.184, data_time: 0.075, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8820, loss_cls: 1.2283, loss: 1.2283, grad_norm: 5.3089 2021-06-17 07:26:12,764 - mmaction - INFO - Epoch [23][1000/3757] lr: 1.000e-03, eta: 1 day, 12:10:29, time: 1.179, data_time: 0.002, memory: 7080, top1_acc: 0.6789, top5_acc: 0.8664, loss_cls: 1.2546, loss: 1.2546, grad_norm: 5.4268 2021-06-17 07:26:34,197 - mmaction - INFO - Epoch [23][1020/3757] lr: 1.000e-03, eta: 1 day, 12:09:59, time: 1.072, data_time: 0.061, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8977, loss_cls: 1.1346, loss: 1.1346, grad_norm: 5.1417 2021-06-17 07:26:56,739 - mmaction - INFO - Epoch [23][1040/3757] lr: 1.000e-03, eta: 1 day, 12:09:31, time: 1.127, data_time: 0.333, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8922, loss_cls: 1.2201, loss: 1.2201, grad_norm: 5.3980 2021-06-17 07:27:19,454 - mmaction - INFO - Epoch [23][1060/3757] lr: 1.000e-03, eta: 1 day, 12:09:04, time: 1.135, data_time: 0.023, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8844, loss_cls: 1.1657, loss: 1.1657, grad_norm: 5.3345 2021-06-17 07:27:43,468 - mmaction - INFO - Epoch [23][1080/3757] lr: 1.000e-03, eta: 1 day, 12:08:37, time: 1.201, data_time: 0.171, memory: 7080, top1_acc: 0.6609, top5_acc: 0.8695, loss_cls: 1.2923, loss: 1.2923, grad_norm: 5.2957 2021-06-17 07:28:05,563 - mmaction - INFO - Epoch [23][1100/3757] lr: 1.000e-03, eta: 1 day, 12:08:09, time: 1.105, data_time: 0.123, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8820, loss_cls: 1.2184, loss: 1.2184, grad_norm: 5.2421 2021-06-17 07:28:29,062 - mmaction - INFO - Epoch [23][1120/3757] lr: 1.000e-03, eta: 1 day, 12:07:42, time: 1.173, data_time: 0.252, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8891, loss_cls: 1.1517, loss: 1.1517, grad_norm: 5.2518 2021-06-17 07:28:51,709 - mmaction - INFO - Epoch [23][1140/3757] lr: 1.000e-03, eta: 1 day, 12:07:14, time: 1.134, data_time: 0.060, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8758, loss_cls: 1.2323, loss: 1.2323, grad_norm: 5.1888 2021-06-17 07:29:13,952 - mmaction - INFO - Epoch [23][1160/3757] lr: 1.000e-03, eta: 1 day, 12:06:46, time: 1.112, data_time: 0.232, memory: 7080, top1_acc: 0.6813, top5_acc: 0.8766, loss_cls: 1.2506, loss: 1.2506, grad_norm: 5.3671 2021-06-17 07:29:35,821 - mmaction - INFO - Epoch [23][1180/3757] lr: 1.000e-03, eta: 1 day, 12:06:17, time: 1.092, data_time: 0.001, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8891, loss_cls: 1.1783, loss: 1.1783, grad_norm: 5.3078 2021-06-17 07:29:59,036 - mmaction - INFO - Epoch [23][1200/3757] lr: 1.000e-03, eta: 1 day, 12:05:50, time: 1.162, data_time: 0.003, memory: 7080, top1_acc: 0.6758, top5_acc: 0.8898, loss_cls: 1.2691, loss: 1.2691, grad_norm: 5.5800 2021-06-17 07:30:22,326 - mmaction - INFO - Epoch [23][1220/3757] lr: 1.000e-03, eta: 1 day, 12:05:22, time: 1.164, data_time: 0.009, memory: 7080, top1_acc: 0.6758, top5_acc: 0.8750, loss_cls: 1.2861, loss: 1.2861, grad_norm: 5.4159 2021-06-17 07:30:47,614 - mmaction - INFO - Epoch [23][1240/3757] lr: 1.000e-03, eta: 1 day, 12:04:58, time: 1.265, data_time: 0.009, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8859, loss_cls: 1.2289, loss: 1.2289, grad_norm: 5.4278 2021-06-17 07:31:11,182 - mmaction - INFO - Epoch [23][1260/3757] lr: 1.000e-03, eta: 1 day, 12:04:31, time: 1.178, data_time: 0.001, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.1948, loss: 1.1948, grad_norm: 5.3111 2021-06-17 07:31:32,389 - mmaction - INFO - Epoch [23][1280/3757] lr: 1.000e-03, eta: 1 day, 12:04:01, time: 1.060, data_time: 0.002, memory: 7080, top1_acc: 0.6906, top5_acc: 0.8805, loss_cls: 1.2063, loss: 1.2063, grad_norm: 5.1806 2021-06-17 07:31:55,440 - mmaction - INFO - Epoch [23][1300/3757] lr: 1.000e-03, eta: 1 day, 12:03:34, time: 1.153, data_time: 0.003, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.1534, loss: 1.1534, grad_norm: 5.1310 2021-06-17 07:32:17,127 - mmaction - INFO - Epoch [23][1320/3757] lr: 1.000e-03, eta: 1 day, 12:03:05, time: 1.085, data_time: 0.025, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8891, loss_cls: 1.1967, loss: 1.1967, grad_norm: 5.3490 2021-06-17 07:32:39,921 - mmaction - INFO - Epoch [23][1340/3757] lr: 1.000e-03, eta: 1 day, 12:02:37, time: 1.140, data_time: 0.208, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8891, loss_cls: 1.1564, loss: 1.1564, grad_norm: 5.1966 2021-06-17 07:33:03,409 - mmaction - INFO - Epoch [23][1360/3757] lr: 1.000e-03, eta: 1 day, 12:02:10, time: 1.174, data_time: 0.076, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8953, loss_cls: 1.1516, loss: 1.1516, grad_norm: 5.1572 2021-06-17 07:33:26,782 - mmaction - INFO - Epoch [23][1380/3757] lr: 1.000e-03, eta: 1 day, 12:01:43, time: 1.169, data_time: 0.112, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.1705, loss: 1.1705, grad_norm: 5.2822 2021-06-17 07:33:47,584 - mmaction - INFO - Epoch [23][1400/3757] lr: 1.000e-03, eta: 1 day, 12:01:13, time: 1.040, data_time: 0.122, memory: 7080, top1_acc: 0.6813, top5_acc: 0.8672, loss_cls: 1.2574, loss: 1.2574, grad_norm: 5.2307 2021-06-17 07:34:11,051 - mmaction - INFO - Epoch [23][1420/3757] lr: 1.000e-03, eta: 1 day, 12:00:46, time: 1.172, data_time: 0.020, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.2077, loss: 1.2077, grad_norm: 5.3251 2021-06-17 07:34:33,730 - mmaction - INFO - Epoch [23][1440/3757] lr: 1.000e-03, eta: 1 day, 12:00:19, time: 1.135, data_time: 0.003, memory: 7080, top1_acc: 0.6648, top5_acc: 0.8789, loss_cls: 1.2938, loss: 1.2938, grad_norm: 5.5363 2021-06-17 07:34:57,218 - mmaction - INFO - Epoch [23][1460/3757] lr: 1.000e-03, eta: 1 day, 11:59:52, time: 1.174, data_time: 0.115, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8805, loss_cls: 1.2363, loss: 1.2363, grad_norm: 5.2422 2021-06-17 07:35:20,497 - mmaction - INFO - Epoch [23][1480/3757] lr: 1.000e-03, eta: 1 day, 11:59:25, time: 1.164, data_time: 0.127, memory: 7080, top1_acc: 0.6805, top5_acc: 0.8797, loss_cls: 1.2134, loss: 1.2134, grad_norm: 5.4687 2021-06-17 07:35:43,232 - mmaction - INFO - Epoch [23][1500/3757] lr: 1.000e-03, eta: 1 day, 11:58:57, time: 1.134, data_time: 0.003, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8969, loss_cls: 1.1554, loss: 1.1554, grad_norm: 5.2827 2021-06-17 07:36:06,255 - mmaction - INFO - Epoch [23][1520/3757] lr: 1.000e-03, eta: 1 day, 11:58:29, time: 1.154, data_time: 0.005, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.2250, loss: 1.2250, grad_norm: 5.4105 2021-06-17 07:36:28,956 - mmaction - INFO - Epoch [23][1540/3757] lr: 1.000e-03, eta: 1 day, 11:58:02, time: 1.136, data_time: 0.008, memory: 7080, top1_acc: 0.6719, top5_acc: 0.8680, loss_cls: 1.2688, loss: 1.2688, grad_norm: 5.3996 2021-06-17 07:36:52,596 - mmaction - INFO - Epoch [23][1560/3757] lr: 1.000e-03, eta: 1 day, 11:57:35, time: 1.182, data_time: 0.039, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8906, loss_cls: 1.1771, loss: 1.1771, grad_norm: 5.2913 2021-06-17 07:37:15,783 - mmaction - INFO - Epoch [23][1580/3757] lr: 1.000e-03, eta: 1 day, 11:57:08, time: 1.153, data_time: 0.002, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8836, loss_cls: 1.1670, loss: 1.1670, grad_norm: 5.2069 2021-06-17 07:37:37,374 - mmaction - INFO - Epoch [23][1600/3757] lr: 1.000e-03, eta: 1 day, 11:56:39, time: 1.086, data_time: 0.016, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1669, loss: 1.1669, grad_norm: 5.1960 2021-06-17 07:37:59,626 - mmaction - INFO - Epoch [23][1620/3757] lr: 1.000e-03, eta: 1 day, 11:56:10, time: 1.113, data_time: 0.082, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8898, loss_cls: 1.1924, loss: 1.1924, grad_norm: 5.3595 2021-06-17 07:38:22,576 - mmaction - INFO - Epoch [23][1640/3757] lr: 1.000e-03, eta: 1 day, 11:55:43, time: 1.146, data_time: 0.456, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8797, loss_cls: 1.1899, loss: 1.1899, grad_norm: 5.3815 2021-06-17 07:38:43,383 - mmaction - INFO - Epoch [23][1660/3757] lr: 1.000e-03, eta: 1 day, 11:55:13, time: 1.041, data_time: 0.040, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8922, loss_cls: 1.1190, loss: 1.1190, grad_norm: 5.2072 2021-06-17 07:39:07,982 - mmaction - INFO - Epoch [23][1680/3757] lr: 1.000e-03, eta: 1 day, 11:54:47, time: 1.229, data_time: 0.032, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8891, loss_cls: 1.1785, loss: 1.1785, grad_norm: 5.2453 2021-06-17 07:39:30,172 - mmaction - INFO - Epoch [23][1700/3757] lr: 1.000e-03, eta: 1 day, 11:54:19, time: 1.110, data_time: 0.117, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8812, loss_cls: 1.2664, loss: 1.2664, grad_norm: 5.4350 2021-06-17 07:39:53,564 - mmaction - INFO - Epoch [23][1720/3757] lr: 1.000e-03, eta: 1 day, 11:53:52, time: 1.170, data_time: 0.320, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8617, loss_cls: 1.2455, loss: 1.2455, grad_norm: 5.2899 2021-06-17 07:40:14,680 - mmaction - INFO - Epoch [23][1740/3757] lr: 1.000e-03, eta: 1 day, 11:53:22, time: 1.053, data_time: 0.093, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8781, loss_cls: 1.2345, loss: 1.2345, grad_norm: 5.2999 2021-06-17 07:40:38,569 - mmaction - INFO - Epoch [23][1760/3757] lr: 1.000e-03, eta: 1 day, 11:52:56, time: 1.199, data_time: 0.189, memory: 7080, top1_acc: 0.6742, top5_acc: 0.8688, loss_cls: 1.3417, loss: 1.3417, grad_norm: 5.6899 2021-06-17 07:41:01,422 - mmaction - INFO - Epoch [23][1780/3757] lr: 1.000e-03, eta: 1 day, 11:52:28, time: 1.142, data_time: 0.264, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8828, loss_cls: 1.2558, loss: 1.2558, grad_norm: 5.3529 2021-06-17 07:41:24,345 - mmaction - INFO - Epoch [23][1800/3757] lr: 1.000e-03, eta: 1 day, 11:52:01, time: 1.146, data_time: 0.053, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8844, loss_cls: 1.2143, loss: 1.2143, grad_norm: 5.3705 2021-06-17 07:41:47,516 - mmaction - INFO - Epoch [23][1820/3757] lr: 1.000e-03, eta: 1 day, 11:51:34, time: 1.158, data_time: 0.314, memory: 7080, top1_acc: 0.6789, top5_acc: 0.8586, loss_cls: 1.3365, loss: 1.3365, grad_norm: 5.6444 2021-06-17 07:42:09,599 - mmaction - INFO - Epoch [23][1840/3757] lr: 1.000e-03, eta: 1 day, 11:51:05, time: 1.105, data_time: 0.091, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.2666, loss: 1.2666, grad_norm: 5.3375 2021-06-17 07:42:33,902 - mmaction - INFO - Epoch [23][1860/3757] lr: 1.000e-03, eta: 1 day, 11:50:39, time: 1.202, data_time: 0.141, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8883, loss_cls: 1.2102, loss: 1.2102, grad_norm: 5.5295 2021-06-17 07:42:56,062 - mmaction - INFO - Epoch [23][1880/3757] lr: 1.000e-03, eta: 1 day, 11:50:11, time: 1.121, data_time: 0.020, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8961, loss_cls: 1.1237, loss: 1.1237, grad_norm: 5.0084 2021-06-17 07:43:18,305 - mmaction - INFO - Epoch [23][1900/3757] lr: 1.000e-03, eta: 1 day, 11:49:43, time: 1.110, data_time: 0.197, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8930, loss_cls: 1.1391, loss: 1.1391, grad_norm: 5.2264 2021-06-17 07:43:43,263 - mmaction - INFO - Epoch [23][1920/3757] lr: 1.000e-03, eta: 1 day, 11:49:18, time: 1.248, data_time: 0.166, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8734, loss_cls: 1.2793, loss: 1.2793, grad_norm: 5.4593 2021-06-17 07:44:05,769 - mmaction - INFO - Epoch [23][1940/3757] lr: 1.000e-03, eta: 1 day, 11:48:50, time: 1.126, data_time: 0.003, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.2094, loss: 1.2094, grad_norm: 5.2682 2021-06-17 07:44:28,286 - mmaction - INFO - Epoch [23][1960/3757] lr: 1.000e-03, eta: 1 day, 11:48:22, time: 1.127, data_time: 0.196, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8789, loss_cls: 1.2332, loss: 1.2332, grad_norm: 5.3479 2021-06-17 07:44:50,637 - mmaction - INFO - Epoch [23][1980/3757] lr: 1.000e-03, eta: 1 day, 11:47:54, time: 1.118, data_time: 0.118, memory: 7080, top1_acc: 0.6859, top5_acc: 0.8781, loss_cls: 1.2750, loss: 1.2750, grad_norm: 5.4462 2021-06-17 07:45:14,260 - mmaction - INFO - Epoch [23][2000/3757] lr: 1.000e-03, eta: 1 day, 11:47:27, time: 1.181, data_time: 0.125, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8812, loss_cls: 1.2227, loss: 1.2227, grad_norm: 5.4761 2021-06-17 07:45:36,208 - mmaction - INFO - Epoch [23][2020/3757] lr: 1.000e-03, eta: 1 day, 11:46:58, time: 1.097, data_time: 0.039, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8773, loss_cls: 1.1717, loss: 1.1717, grad_norm: 5.0137 2021-06-17 07:45:58,193 - mmaction - INFO - Epoch [23][2040/3757] lr: 1.000e-03, eta: 1 day, 11:46:30, time: 1.098, data_time: 0.070, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8742, loss_cls: 1.2188, loss: 1.2188, grad_norm: 5.3713 2021-06-17 07:46:20,851 - mmaction - INFO - Epoch [23][2060/3757] lr: 1.000e-03, eta: 1 day, 11:46:02, time: 1.134, data_time: 0.026, memory: 7080, top1_acc: 0.6687, top5_acc: 0.8773, loss_cls: 1.2739, loss: 1.2739, grad_norm: 5.5563 2021-06-17 07:46:43,261 - mmaction - INFO - Epoch [23][2080/3757] lr: 1.000e-03, eta: 1 day, 11:45:34, time: 1.119, data_time: 0.035, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8930, loss_cls: 1.1662, loss: 1.1662, grad_norm: 5.3490 2021-06-17 07:47:07,009 - mmaction - INFO - Epoch [23][2100/3757] lr: 1.000e-03, eta: 1 day, 11:45:07, time: 1.189, data_time: 0.177, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.2271, loss: 1.2271, grad_norm: 5.3075 2021-06-17 07:47:29,816 - mmaction - INFO - Epoch [23][2120/3757] lr: 1.000e-03, eta: 1 day, 11:44:40, time: 1.140, data_time: 0.048, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8867, loss_cls: 1.2381, loss: 1.2381, grad_norm: 5.2968 2021-06-17 07:47:51,556 - mmaction - INFO - Epoch [23][2140/3757] lr: 1.000e-03, eta: 1 day, 11:44:11, time: 1.086, data_time: 0.005, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8867, loss_cls: 1.1481, loss: 1.1481, grad_norm: 5.2469 2021-06-17 07:48:14,758 - mmaction - INFO - Epoch [23][2160/3757] lr: 1.000e-03, eta: 1 day, 11:43:44, time: 1.161, data_time: 0.038, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8875, loss_cls: 1.2034, loss: 1.2034, grad_norm: 5.2514 2021-06-17 07:48:37,363 - mmaction - INFO - Epoch [23][2180/3757] lr: 1.000e-03, eta: 1 day, 11:43:16, time: 1.130, data_time: 0.084, memory: 7080, top1_acc: 0.6883, top5_acc: 0.8727, loss_cls: 1.2531, loss: 1.2531, grad_norm: 5.4521 2021-06-17 07:49:00,510 - mmaction - INFO - Epoch [23][2200/3757] lr: 1.000e-03, eta: 1 day, 11:42:49, time: 1.157, data_time: 0.051, memory: 7080, top1_acc: 0.6734, top5_acc: 0.8672, loss_cls: 1.2993, loss: 1.2993, grad_norm: 5.4047 2021-06-17 07:49:22,962 - mmaction - INFO - Epoch [23][2220/3757] lr: 1.000e-03, eta: 1 day, 11:42:21, time: 1.123, data_time: 0.001, memory: 7080, top1_acc: 0.6813, top5_acc: 0.8781, loss_cls: 1.2665, loss: 1.2665, grad_norm: 5.3894 2021-06-17 07:49:46,372 - mmaction - INFO - Epoch [23][2240/3757] lr: 1.000e-03, eta: 1 day, 11:41:54, time: 1.169, data_time: 0.093, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8648, loss_cls: 1.2323, loss: 1.2323, grad_norm: 5.1759 2021-06-17 07:50:09,880 - mmaction - INFO - Epoch [23][2260/3757] lr: 1.000e-03, eta: 1 day, 11:41:27, time: 1.176, data_time: 0.298, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8883, loss_cls: 1.1702, loss: 1.1702, grad_norm: 5.2894 2021-06-17 07:50:32,756 - mmaction - INFO - Epoch [23][2280/3757] lr: 1.000e-03, eta: 1 day, 11:41:00, time: 1.144, data_time: 0.284, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8789, loss_cls: 1.2102, loss: 1.2102, grad_norm: 5.2657 2021-06-17 07:50:55,007 - mmaction - INFO - Epoch [23][2300/3757] lr: 1.000e-03, eta: 1 day, 11:40:31, time: 1.113, data_time: 0.426, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8727, loss_cls: 1.2298, loss: 1.2298, grad_norm: 5.3326 2021-06-17 07:51:17,697 - mmaction - INFO - Epoch [23][2320/3757] lr: 1.000e-03, eta: 1 day, 11:40:04, time: 1.128, data_time: 0.428, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8820, loss_cls: 1.2321, loss: 1.2321, grad_norm: 5.5239 2021-06-17 07:51:40,010 - mmaction - INFO - Epoch [23][2340/3757] lr: 1.000e-03, eta: 1 day, 11:39:35, time: 1.118, data_time: 0.319, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8984, loss_cls: 1.1345, loss: 1.1345, grad_norm: 5.0998 2021-06-17 07:52:04,530 - mmaction - INFO - Epoch [23][2360/3757] lr: 1.000e-03, eta: 1 day, 11:39:10, time: 1.230, data_time: 0.035, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8867, loss_cls: 1.2026, loss: 1.2026, grad_norm: 5.2885 2021-06-17 07:52:26,882 - mmaction - INFO - Epoch [23][2380/3757] lr: 1.000e-03, eta: 1 day, 11:38:42, time: 1.118, data_time: 0.001, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8742, loss_cls: 1.2383, loss: 1.2383, grad_norm: 5.3444 2021-06-17 07:52:49,423 - mmaction - INFO - Epoch [23][2400/3757] lr: 1.000e-03, eta: 1 day, 11:38:14, time: 1.127, data_time: 0.001, memory: 7080, top1_acc: 0.6961, top5_acc: 0.8727, loss_cls: 1.2654, loss: 1.2654, grad_norm: 5.4701 2021-06-17 07:53:11,606 - mmaction - INFO - Epoch [23][2420/3757] lr: 1.000e-03, eta: 1 day, 11:37:46, time: 1.106, data_time: 0.001, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8820, loss_cls: 1.2344, loss: 1.2344, grad_norm: 5.4002 2021-06-17 07:53:33,201 - mmaction - INFO - Epoch [23][2440/3757] lr: 1.000e-03, eta: 1 day, 11:37:17, time: 1.080, data_time: 0.006, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8930, loss_cls: 1.1328, loss: 1.1328, grad_norm: 5.2650 2021-06-17 07:53:55,813 - mmaction - INFO - Epoch [23][2460/3757] lr: 1.000e-03, eta: 1 day, 11:36:49, time: 1.133, data_time: 0.083, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8773, loss_cls: 1.2733, loss: 1.2733, grad_norm: 5.5044 2021-06-17 07:54:18,939 - mmaction - INFO - Epoch [23][2480/3757] lr: 1.000e-03, eta: 1 day, 11:36:22, time: 1.154, data_time: 0.197, memory: 7080, top1_acc: 0.6781, top5_acc: 0.8648, loss_cls: 1.2993, loss: 1.2993, grad_norm: 5.6179 2021-06-17 07:54:41,325 - mmaction - INFO - Epoch [23][2500/3757] lr: 1.000e-03, eta: 1 day, 11:35:54, time: 1.123, data_time: 0.409, memory: 7080, top1_acc: 0.6883, top5_acc: 0.8969, loss_cls: 1.1613, loss: 1.1613, grad_norm: 5.3128 2021-06-17 07:55:04,519 - mmaction - INFO - Epoch [23][2520/3757] lr: 1.000e-03, eta: 1 day, 11:35:27, time: 1.159, data_time: 0.153, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8922, loss_cls: 1.1751, loss: 1.1751, grad_norm: 5.4585 2021-06-17 07:55:28,286 - mmaction - INFO - Epoch [23][2540/3757] lr: 1.000e-03, eta: 1 day, 11:35:00, time: 1.189, data_time: 0.107, memory: 7080, top1_acc: 0.6719, top5_acc: 0.8727, loss_cls: 1.2780, loss: 1.2780, grad_norm: 5.4739 2021-06-17 07:55:50,717 - mmaction - INFO - Epoch [23][2560/3757] lr: 1.000e-03, eta: 1 day, 11:34:32, time: 1.122, data_time: 0.002, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8789, loss_cls: 1.2407, loss: 1.2407, grad_norm: 5.5458 2021-06-17 07:56:13,263 - mmaction - INFO - Epoch [23][2580/3757] lr: 1.000e-03, eta: 1 day, 11:34:04, time: 1.127, data_time: 0.002, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8797, loss_cls: 1.2459, loss: 1.2459, grad_norm: 5.3222 2021-06-17 07:56:36,513 - mmaction - INFO - Epoch [23][2600/3757] lr: 1.000e-03, eta: 1 day, 11:33:37, time: 1.161, data_time: 0.002, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8836, loss_cls: 1.2337, loss: 1.2337, grad_norm: 5.5724 2021-06-17 07:56:58,781 - mmaction - INFO - Epoch [23][2620/3757] lr: 1.000e-03, eta: 1 day, 11:33:09, time: 1.110, data_time: 0.002, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8820, loss_cls: 1.2364, loss: 1.2364, grad_norm: 5.4067 2021-06-17 07:57:21,624 - mmaction - INFO - Epoch [23][2640/3757] lr: 1.000e-03, eta: 1 day, 11:32:42, time: 1.142, data_time: 0.215, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8898, loss_cls: 1.1553, loss: 1.1553, grad_norm: 5.2396 2021-06-17 07:57:43,836 - mmaction - INFO - Epoch [23][2660/3757] lr: 1.000e-03, eta: 1 day, 11:32:13, time: 1.115, data_time: 0.194, memory: 7080, top1_acc: 0.6734, top5_acc: 0.8836, loss_cls: 1.2394, loss: 1.2394, grad_norm: 5.4757 2021-06-17 07:58:05,660 - mmaction - INFO - Epoch [23][2680/3757] lr: 1.000e-03, eta: 1 day, 11:31:45, time: 1.091, data_time: 0.101, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.1800, loss: 1.1800, grad_norm: 5.3842 2021-06-17 07:58:28,520 - mmaction - INFO - Epoch [23][2700/3757] lr: 1.000e-03, eta: 1 day, 11:31:17, time: 1.144, data_time: 0.152, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8828, loss_cls: 1.2555, loss: 1.2555, grad_norm: 5.4414 2021-06-17 07:58:51,252 - mmaction - INFO - Epoch [23][2720/3757] lr: 1.000e-03, eta: 1 day, 11:30:50, time: 1.136, data_time: 0.119, memory: 7080, top1_acc: 0.6859, top5_acc: 0.8742, loss_cls: 1.2458, loss: 1.2458, grad_norm: 5.3998 2021-06-17 07:59:13,882 - mmaction - INFO - Epoch [23][2740/3757] lr: 1.000e-03, eta: 1 day, 11:30:22, time: 1.130, data_time: 0.003, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8727, loss_cls: 1.2722, loss: 1.2722, grad_norm: 5.4170 2021-06-17 07:59:34,974 - mmaction - INFO - Epoch [23][2760/3757] lr: 1.000e-03, eta: 1 day, 11:29:52, time: 1.056, data_time: 0.049, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8664, loss_cls: 1.2980, loss: 1.2980, grad_norm: 5.5446 2021-06-17 07:59:57,797 - mmaction - INFO - Epoch [23][2780/3757] lr: 1.000e-03, eta: 1 day, 11:29:25, time: 1.140, data_time: 0.025, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8859, loss_cls: 1.2002, loss: 1.2002, grad_norm: 5.3641 2021-06-17 08:00:21,851 - mmaction - INFO - Epoch [23][2800/3757] lr: 1.000e-03, eta: 1 day, 11:28:59, time: 1.204, data_time: 0.078, memory: 7080, top1_acc: 0.6820, top5_acc: 0.8820, loss_cls: 1.2555, loss: 1.2555, grad_norm: 5.4152 2021-06-17 08:00:44,412 - mmaction - INFO - Epoch [23][2820/3757] lr: 1.000e-03, eta: 1 day, 11:28:31, time: 1.128, data_time: 0.316, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8859, loss_cls: 1.2082, loss: 1.2082, grad_norm: 5.3730 2021-06-17 08:01:06,622 - mmaction - INFO - Epoch [23][2840/3757] lr: 1.000e-03, eta: 1 day, 11:28:03, time: 1.110, data_time: 0.141, memory: 7080, top1_acc: 0.6844, top5_acc: 0.8820, loss_cls: 1.2681, loss: 1.2681, grad_norm: 5.5360 2021-06-17 08:01:30,884 - mmaction - INFO - Epoch [23][2860/3757] lr: 1.000e-03, eta: 1 day, 11:27:37, time: 1.210, data_time: 0.115, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8945, loss_cls: 1.1980, loss: 1.1980, grad_norm: 5.1529 2021-06-17 08:01:52,728 - mmaction - INFO - Epoch [23][2880/3757] lr: 1.000e-03, eta: 1 day, 11:27:08, time: 1.096, data_time: 0.026, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8812, loss_cls: 1.2323, loss: 1.2323, grad_norm: 5.4104 2021-06-17 08:02:14,062 - mmaction - INFO - Epoch [23][2900/3757] lr: 1.000e-03, eta: 1 day, 11:26:39, time: 1.067, data_time: 0.075, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8781, loss_cls: 1.2358, loss: 1.2358, grad_norm: 5.3049 2021-06-17 08:02:36,866 - mmaction - INFO - Epoch [23][2920/3757] lr: 1.000e-03, eta: 1 day, 11:26:11, time: 1.138, data_time: 0.136, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.2138, loss: 1.2138, grad_norm: 5.2875 2021-06-17 08:02:59,865 - mmaction - INFO - Epoch [23][2940/3757] lr: 1.000e-03, eta: 1 day, 11:25:44, time: 1.151, data_time: 0.003, memory: 7080, top1_acc: 0.6844, top5_acc: 0.8836, loss_cls: 1.2105, loss: 1.2105, grad_norm: 5.1796 2021-06-17 08:03:23,326 - mmaction - INFO - Epoch [23][2960/3757] lr: 1.000e-03, eta: 1 day, 11:25:17, time: 1.173, data_time: 0.024, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8750, loss_cls: 1.2531, loss: 1.2531, grad_norm: 5.4059 2021-06-17 08:03:45,559 - mmaction - INFO - Epoch [23][2980/3757] lr: 1.000e-03, eta: 1 day, 11:24:49, time: 1.112, data_time: 0.052, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8852, loss_cls: 1.2313, loss: 1.2313, grad_norm: 5.4733 2021-06-17 08:04:08,697 - mmaction - INFO - Epoch [23][3000/3757] lr: 1.000e-03, eta: 1 day, 11:24:22, time: 1.157, data_time: 0.139, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.2082, loss: 1.2082, grad_norm: 5.2827 2021-06-17 08:04:32,114 - mmaction - INFO - Epoch [23][3020/3757] lr: 1.000e-03, eta: 1 day, 11:23:55, time: 1.171, data_time: 0.029, memory: 7080, top1_acc: 0.6672, top5_acc: 0.8680, loss_cls: 1.3175, loss: 1.3175, grad_norm: 5.4826 2021-06-17 08:04:53,296 - mmaction - INFO - Epoch [23][3040/3757] lr: 1.000e-03, eta: 1 day, 11:23:26, time: 1.057, data_time: 0.043, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.2115, loss: 1.2115, grad_norm: 5.3806 2021-06-17 08:05:16,031 - mmaction - INFO - Epoch [23][3060/3757] lr: 1.000e-03, eta: 1 day, 11:22:58, time: 1.138, data_time: 0.224, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1994, loss: 1.1994, grad_norm: 5.3407 2021-06-17 08:05:38,285 - mmaction - INFO - Epoch [23][3080/3757] lr: 1.000e-03, eta: 1 day, 11:22:30, time: 1.112, data_time: 0.256, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8836, loss_cls: 1.2426, loss: 1.2426, grad_norm: 5.4568 2021-06-17 08:06:00,916 - mmaction - INFO - Epoch [23][3100/3757] lr: 1.000e-03, eta: 1 day, 11:22:03, time: 1.132, data_time: 0.039, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8797, loss_cls: 1.2735, loss: 1.2735, grad_norm: 5.6821 2021-06-17 08:06:24,498 - mmaction - INFO - Epoch [23][3120/3757] lr: 1.000e-03, eta: 1 day, 11:21:36, time: 1.180, data_time: 0.018, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8922, loss_cls: 1.1646, loss: 1.1646, grad_norm: 5.4308 2021-06-17 08:06:46,272 - mmaction - INFO - Epoch [23][3140/3757] lr: 1.000e-03, eta: 1 day, 11:21:07, time: 1.089, data_time: 0.038, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.1849, loss: 1.1849, grad_norm: 5.5019 2021-06-17 08:07:08,696 - mmaction - INFO - Epoch [23][3160/3757] lr: 1.000e-03, eta: 1 day, 11:20:39, time: 1.121, data_time: 0.183, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8906, loss_cls: 1.1848, loss: 1.1848, grad_norm: 5.3058 2021-06-17 08:07:30,316 - mmaction - INFO - Epoch [23][3180/3757] lr: 1.000e-03, eta: 1 day, 11:20:10, time: 1.081, data_time: 0.221, memory: 7080, top1_acc: 0.6813, top5_acc: 0.8883, loss_cls: 1.2145, loss: 1.2145, grad_norm: 5.4754 2021-06-17 08:07:53,606 - mmaction - INFO - Epoch [23][3200/3757] lr: 1.000e-03, eta: 1 day, 11:19:44, time: 1.164, data_time: 0.040, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1734, loss: 1.1734, grad_norm: 5.2478 2021-06-17 08:08:16,268 - mmaction - INFO - Epoch [23][3220/3757] lr: 1.000e-03, eta: 1 day, 11:19:16, time: 1.133, data_time: 0.046, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8906, loss_cls: 1.1931, loss: 1.1931, grad_norm: 5.1827 2021-06-17 08:08:39,871 - mmaction - INFO - Epoch [23][3240/3757] lr: 1.000e-03, eta: 1 day, 11:18:49, time: 1.177, data_time: 0.003, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.1452, loss: 1.1452, grad_norm: 5.2040 2021-06-17 08:09:02,822 - mmaction - INFO - Epoch [23][3260/3757] lr: 1.000e-03, eta: 1 day, 11:18:22, time: 1.151, data_time: 0.004, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8906, loss_cls: 1.1641, loss: 1.1641, grad_norm: 5.3756 2021-06-17 08:09:26,360 - mmaction - INFO - Epoch [23][3280/3757] lr: 1.000e-03, eta: 1 day, 11:17:55, time: 1.175, data_time: 0.002, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8844, loss_cls: 1.2012, loss: 1.2012, grad_norm: 5.2506 2021-06-17 08:09:47,828 - mmaction - INFO - Epoch [23][3300/3757] lr: 1.000e-03, eta: 1 day, 11:17:26, time: 1.074, data_time: 0.004, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8883, loss_cls: 1.2027, loss: 1.2027, grad_norm: 5.2427 2021-06-17 08:10:11,295 - mmaction - INFO - Epoch [23][3320/3757] lr: 1.000e-03, eta: 1 day, 11:17:00, time: 1.173, data_time: 0.161, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8820, loss_cls: 1.2783, loss: 1.2783, grad_norm: 5.7008 2021-06-17 08:10:35,023 - mmaction - INFO - Epoch [23][3340/3757] lr: 1.000e-03, eta: 1 day, 11:16:33, time: 1.189, data_time: 0.249, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8867, loss_cls: 1.2025, loss: 1.2025, grad_norm: 5.4015 2021-06-17 08:10:55,758 - mmaction - INFO - Epoch [23][3360/3757] lr: 1.000e-03, eta: 1 day, 11:16:03, time: 1.036, data_time: 0.096, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8914, loss_cls: 1.1818, loss: 1.1818, grad_norm: 5.4124 2021-06-17 08:11:18,536 - mmaction - INFO - Epoch [23][3380/3757] lr: 1.000e-03, eta: 1 day, 11:15:36, time: 1.138, data_time: 0.001, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8891, loss_cls: 1.2179, loss: 1.2179, grad_norm: 5.4443 2021-06-17 08:11:41,238 - mmaction - INFO - Epoch [23][3400/3757] lr: 1.000e-03, eta: 1 day, 11:15:08, time: 1.135, data_time: 0.031, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8867, loss_cls: 1.1439, loss: 1.1439, grad_norm: 5.3062 2021-06-17 08:12:04,090 - mmaction - INFO - Epoch [23][3420/3757] lr: 1.000e-03, eta: 1 day, 11:14:41, time: 1.143, data_time: 0.062, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8828, loss_cls: 1.2281, loss: 1.2281, grad_norm: 5.2717 2021-06-17 08:12:27,070 - mmaction - INFO - Epoch [23][3440/3757] lr: 1.000e-03, eta: 1 day, 11:14:14, time: 1.149, data_time: 0.237, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8969, loss_cls: 1.1852, loss: 1.1852, grad_norm: 5.5061 2021-06-17 08:12:49,685 - mmaction - INFO - Epoch [23][3460/3757] lr: 1.000e-03, eta: 1 day, 11:13:46, time: 1.131, data_time: 0.218, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8836, loss_cls: 1.2368, loss: 1.2368, grad_norm: 5.6135 2021-06-17 08:13:12,333 - mmaction - INFO - Epoch [23][3480/3757] lr: 1.000e-03, eta: 1 day, 11:13:18, time: 1.132, data_time: 0.210, memory: 7080, top1_acc: 0.6805, top5_acc: 0.8656, loss_cls: 1.2970, loss: 1.2970, grad_norm: 5.4434 2021-06-17 08:13:36,441 - mmaction - INFO - Epoch [23][3500/3757] lr: 1.000e-03, eta: 1 day, 11:12:53, time: 1.206, data_time: 0.182, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8875, loss_cls: 1.2511, loss: 1.2511, grad_norm: 5.5125 2021-06-17 08:13:59,861 - mmaction - INFO - Epoch [23][3520/3757] lr: 1.000e-03, eta: 1 day, 11:12:26, time: 1.171, data_time: 0.017, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8891, loss_cls: 1.1880, loss: 1.1880, grad_norm: 5.3195 2021-06-17 08:14:22,203 - mmaction - INFO - Epoch [23][3540/3757] lr: 1.000e-03, eta: 1 day, 11:11:58, time: 1.117, data_time: 0.199, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2083, loss: 1.2083, grad_norm: 5.4533 2021-06-17 08:14:44,129 - mmaction - INFO - Epoch [23][3560/3757] lr: 1.000e-03, eta: 1 day, 11:11:29, time: 1.095, data_time: 0.307, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.2088, loss: 1.2088, grad_norm: 5.3477 2021-06-17 08:15:06,376 - mmaction - INFO - Epoch [23][3580/3757] lr: 1.000e-03, eta: 1 day, 11:11:01, time: 1.113, data_time: 0.149, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8695, loss_cls: 1.2535, loss: 1.2535, grad_norm: 5.4381 2021-06-17 08:15:29,312 - mmaction - INFO - Epoch [23][3600/3757] lr: 1.000e-03, eta: 1 day, 11:10:34, time: 1.147, data_time: 0.224, memory: 7080, top1_acc: 0.6781, top5_acc: 0.8719, loss_cls: 1.2494, loss: 1.2494, grad_norm: 5.4726 2021-06-17 08:15:51,006 - mmaction - INFO - Epoch [23][3620/3757] lr: 1.000e-03, eta: 1 day, 11:10:05, time: 1.084, data_time: 0.017, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8750, loss_cls: 1.1737, loss: 1.1737, grad_norm: 5.1654 2021-06-17 08:16:13,625 - mmaction - INFO - Epoch [23][3640/3757] lr: 1.000e-03, eta: 1 day, 11:09:38, time: 1.130, data_time: 0.173, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8906, loss_cls: 1.2167, loss: 1.2167, grad_norm: 5.6080 2021-06-17 08:16:37,856 - mmaction - INFO - Epoch [23][3660/3757] lr: 1.000e-03, eta: 1 day, 11:09:12, time: 1.212, data_time: 0.218, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.1419, loss: 1.1419, grad_norm: 5.1947 2021-06-17 08:17:00,450 - mmaction - INFO - Epoch [23][3680/3757] lr: 1.000e-03, eta: 1 day, 11:08:44, time: 1.128, data_time: 0.046, memory: 7080, top1_acc: 0.6789, top5_acc: 0.8805, loss_cls: 1.2131, loss: 1.2131, grad_norm: 5.4102 2021-06-17 08:17:24,698 - mmaction - INFO - Epoch [23][3700/3757] lr: 1.000e-03, eta: 1 day, 11:08:18, time: 1.214, data_time: 0.163, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8781, loss_cls: 1.2717, loss: 1.2717, grad_norm: 5.6070 2021-06-17 08:17:47,088 - mmaction - INFO - Epoch [23][3720/3757] lr: 1.000e-03, eta: 1 day, 11:07:51, time: 1.120, data_time: 0.178, memory: 7080, top1_acc: 0.6844, top5_acc: 0.8781, loss_cls: 1.2291, loss: 1.2291, grad_norm: 5.4092 2021-06-17 08:18:08,863 - mmaction - INFO - Epoch [23][3740/3757] lr: 1.000e-03, eta: 1 day, 11:07:22, time: 1.087, data_time: 0.070, memory: 7080, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3586, loss: 1.3586, grad_norm: 5.5922 2021-06-17 08:18:28,501 - mmaction - INFO - Saving checkpoint at 23 epochs 2021-06-17 08:25:50,296 - mmaction - INFO - Epoch [24][20/3757] lr: 1.000e-03, eta: 1 day, 11:14:19, time: 22.042, data_time: 21.237, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.1321, loss: 1.1321, grad_norm: 5.2076 2021-06-17 08:26:11,863 - mmaction - INFO - Epoch [24][40/3757] lr: 1.000e-03, eta: 1 day, 11:13:50, time: 1.078, data_time: 0.407, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.1987, loss: 1.1987, grad_norm: 5.2222 2021-06-17 08:26:34,251 - mmaction - INFO - Epoch [24][60/3757] lr: 1.000e-03, eta: 1 day, 11:13:22, time: 1.121, data_time: 0.406, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8812, loss_cls: 1.1738, loss: 1.1738, grad_norm: 5.2211 2021-06-17 08:26:58,755 - mmaction - INFO - Epoch [24][80/3757] lr: 1.000e-03, eta: 1 day, 11:12:56, time: 1.226, data_time: 0.195, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.1821, loss: 1.1821, grad_norm: 5.2513 2021-06-17 08:27:21,230 - mmaction - INFO - Epoch [24][100/3757] lr: 1.000e-03, eta: 1 day, 11:12:28, time: 1.124, data_time: 0.092, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8898, loss_cls: 1.2506, loss: 1.2506, grad_norm: 5.5894 2021-06-17 08:27:43,319 - mmaction - INFO - Epoch [24][120/3757] lr: 1.000e-03, eta: 1 day, 11:12:00, time: 1.104, data_time: 0.177, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.1746, loss: 1.1746, grad_norm: 5.4710 2021-06-17 08:28:06,470 - mmaction - INFO - Epoch [24][140/3757] lr: 1.000e-03, eta: 1 day, 11:11:33, time: 1.158, data_time: 0.082, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8859, loss_cls: 1.1802, loss: 1.1802, grad_norm: 5.2698 2021-06-17 08:28:29,939 - mmaction - INFO - Epoch [24][160/3757] lr: 1.000e-03, eta: 1 day, 11:11:06, time: 1.173, data_time: 0.121, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8766, loss_cls: 1.1811, loss: 1.1811, grad_norm: 5.2774 2021-06-17 08:28:51,159 - mmaction - INFO - Epoch [24][180/3757] lr: 1.000e-03, eta: 1 day, 11:10:36, time: 1.060, data_time: 0.296, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8844, loss_cls: 1.1632, loss: 1.1632, grad_norm: 5.2084 2021-06-17 08:29:14,929 - mmaction - INFO - Epoch [24][200/3757] lr: 1.000e-03, eta: 1 day, 11:10:10, time: 1.189, data_time: 0.179, memory: 7080, top1_acc: 0.6805, top5_acc: 0.8703, loss_cls: 1.2511, loss: 1.2511, grad_norm: 5.5620 2021-06-17 08:29:38,267 - mmaction - INFO - Epoch [24][220/3757] lr: 1.000e-03, eta: 1 day, 11:09:43, time: 1.166, data_time: 0.001, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8969, loss_cls: 1.1640, loss: 1.1640, grad_norm: 5.3020 2021-06-17 08:30:00,368 - mmaction - INFO - Epoch [24][240/3757] lr: 1.000e-03, eta: 1 day, 11:09:14, time: 1.102, data_time: 0.003, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8984, loss_cls: 1.1446, loss: 1.1446, grad_norm: 5.3340 2021-06-17 08:30:23,297 - mmaction - INFO - Epoch [24][260/3757] lr: 1.000e-03, eta: 1 day, 11:08:47, time: 1.148, data_time: 0.015, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8891, loss_cls: 1.1362, loss: 1.1362, grad_norm: 5.1004 2021-06-17 08:30:46,793 - mmaction - INFO - Epoch [24][280/3757] lr: 1.000e-03, eta: 1 day, 11:08:20, time: 1.177, data_time: 0.019, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8797, loss_cls: 1.2147, loss: 1.2147, grad_norm: 5.3774 2021-06-17 08:31:09,015 - mmaction - INFO - Epoch [24][300/3757] lr: 1.000e-03, eta: 1 day, 11:07:52, time: 1.111, data_time: 0.276, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.2402, loss: 1.2402, grad_norm: 5.4128 2021-06-17 08:31:30,945 - mmaction - INFO - Epoch [24][320/3757] lr: 1.000e-03, eta: 1 day, 11:07:23, time: 1.097, data_time: 0.106, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.1751, loss: 1.1751, grad_norm: 5.3312 2021-06-17 08:31:53,573 - mmaction - INFO - Epoch [24][340/3757] lr: 1.000e-03, eta: 1 day, 11:06:56, time: 1.131, data_time: 0.300, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8883, loss_cls: 1.1671, loss: 1.1671, grad_norm: 5.2814 2021-06-17 08:32:15,590 - mmaction - INFO - Epoch [24][360/3757] lr: 1.000e-03, eta: 1 day, 11:06:27, time: 1.100, data_time: 0.230, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8844, loss_cls: 1.2171, loss: 1.2171, grad_norm: 5.5109 2021-06-17 08:32:39,601 - mmaction - INFO - Epoch [24][380/3757] lr: 1.000e-03, eta: 1 day, 11:06:01, time: 1.200, data_time: 0.180, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8891, loss_cls: 1.1579, loss: 1.1579, grad_norm: 5.2475 2021-06-17 08:33:02,202 - mmaction - INFO - Epoch [24][400/3757] lr: 1.000e-03, eta: 1 day, 11:05:33, time: 1.129, data_time: 0.009, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2072, loss: 1.2072, grad_norm: 5.2820 2021-06-17 08:33:26,249 - mmaction - INFO - Epoch [24][420/3757] lr: 1.000e-03, eta: 1 day, 11:05:07, time: 1.204, data_time: 0.039, memory: 7080, top1_acc: 0.6883, top5_acc: 0.8859, loss_cls: 1.2266, loss: 1.2266, grad_norm: 5.4665 2021-06-17 08:33:48,741 - mmaction - INFO - Epoch [24][440/3757] lr: 1.000e-03, eta: 1 day, 11:04:39, time: 1.124, data_time: 0.156, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8773, loss_cls: 1.2233, loss: 1.2233, grad_norm: 5.3304 2021-06-17 08:34:11,156 - mmaction - INFO - Epoch [24][460/3757] lr: 1.000e-03, eta: 1 day, 11:04:11, time: 1.121, data_time: 0.219, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8945, loss_cls: 1.1476, loss: 1.1476, grad_norm: 5.3630 2021-06-17 08:34:33,985 - mmaction - INFO - Epoch [24][480/3757] lr: 1.000e-03, eta: 1 day, 11:03:44, time: 1.142, data_time: 0.267, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1881, loss: 1.1881, grad_norm: 5.4258 2021-06-17 08:34:56,160 - mmaction - INFO - Epoch [24][500/3757] lr: 1.000e-03, eta: 1 day, 11:03:15, time: 1.109, data_time: 0.107, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8875, loss_cls: 1.1735, loss: 1.1735, grad_norm: 5.3819 2021-06-17 08:35:19,035 - mmaction - INFO - Epoch [24][520/3757] lr: 1.000e-03, eta: 1 day, 11:02:48, time: 1.144, data_time: 0.030, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.1741, loss: 1.1741, grad_norm: 5.2645 2021-06-17 08:35:42,225 - mmaction - INFO - Epoch [24][540/3757] lr: 1.000e-03, eta: 1 day, 11:02:21, time: 1.159, data_time: 0.114, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8844, loss_cls: 1.1610, loss: 1.1610, grad_norm: 5.1374 2021-06-17 08:36:05,860 - mmaction - INFO - Epoch [24][560/3757] lr: 1.000e-03, eta: 1 day, 11:01:54, time: 1.181, data_time: 0.125, memory: 7080, top1_acc: 0.6883, top5_acc: 0.8758, loss_cls: 1.2227, loss: 1.2227, grad_norm: 5.4111 2021-06-17 08:36:28,850 - mmaction - INFO - Epoch [24][580/3757] lr: 1.000e-03, eta: 1 day, 11:01:27, time: 1.151, data_time: 0.251, memory: 7080, top1_acc: 0.6859, top5_acc: 0.8875, loss_cls: 1.2174, loss: 1.2174, grad_norm: 5.3037 2021-06-17 08:36:50,400 - mmaction - INFO - Epoch [24][600/3757] lr: 1.000e-03, eta: 1 day, 11:00:58, time: 1.076, data_time: 0.017, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8844, loss_cls: 1.2148, loss: 1.2148, grad_norm: 5.5774 2021-06-17 08:37:12,410 - mmaction - INFO - Epoch [24][620/3757] lr: 1.000e-03, eta: 1 day, 11:00:29, time: 1.101, data_time: 0.003, memory: 7080, top1_acc: 0.6883, top5_acc: 0.8836, loss_cls: 1.2066, loss: 1.2066, grad_norm: 5.5027 2021-06-17 08:37:36,100 - mmaction - INFO - Epoch [24][640/3757] lr: 1.000e-03, eta: 1 day, 11:00:03, time: 1.186, data_time: 0.003, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8953, loss_cls: 1.1236, loss: 1.1236, grad_norm: 5.2581 2021-06-17 08:37:58,251 - mmaction - INFO - Epoch [24][660/3757] lr: 1.000e-03, eta: 1 day, 10:59:34, time: 1.108, data_time: 0.001, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8945, loss_cls: 1.1007, loss: 1.1007, grad_norm: 5.3004 2021-06-17 08:38:20,922 - mmaction - INFO - Epoch [24][680/3757] lr: 1.000e-03, eta: 1 day, 10:59:07, time: 1.133, data_time: 0.002, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8773, loss_cls: 1.2358, loss: 1.2358, grad_norm: 5.4644 2021-06-17 08:38:43,509 - mmaction - INFO - Epoch [24][700/3757] lr: 1.000e-03, eta: 1 day, 10:58:39, time: 1.128, data_time: 0.001, memory: 7080, top1_acc: 0.6961, top5_acc: 0.8734, loss_cls: 1.2420, loss: 1.2420, grad_norm: 5.4724 2021-06-17 08:39:04,953 - mmaction - INFO - Epoch [24][720/3757] lr: 1.000e-03, eta: 1 day, 10:58:10, time: 1.074, data_time: 0.023, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8711, loss_cls: 1.2285, loss: 1.2285, grad_norm: 5.3591 2021-06-17 08:39:29,112 - mmaction - INFO - Epoch [24][740/3757] lr: 1.000e-03, eta: 1 day, 10:57:44, time: 1.207, data_time: 0.182, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.2168, loss: 1.2168, grad_norm: 5.6928 2021-06-17 08:39:51,649 - mmaction - INFO - Epoch [24][760/3757] lr: 1.000e-03, eta: 1 day, 10:57:16, time: 1.126, data_time: 0.002, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.1476, loss: 1.1476, grad_norm: 5.2409 2021-06-17 08:40:14,801 - mmaction - INFO - Epoch [24][780/3757] lr: 1.000e-03, eta: 1 day, 10:56:49, time: 1.156, data_time: 0.002, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8930, loss_cls: 1.1564, loss: 1.1564, grad_norm: 5.3529 2021-06-17 08:40:36,606 - mmaction - INFO - Epoch [24][800/3757] lr: 1.000e-03, eta: 1 day, 10:56:20, time: 1.092, data_time: 0.005, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2360, loss: 1.2360, grad_norm: 5.4876 2021-06-17 08:40:59,582 - mmaction - INFO - Epoch [24][820/3757] lr: 1.000e-03, eta: 1 day, 10:55:53, time: 1.148, data_time: 0.007, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8906, loss_cls: 1.2001, loss: 1.2001, grad_norm: 5.3823 2021-06-17 08:41:23,078 - mmaction - INFO - Epoch [24][840/3757] lr: 1.000e-03, eta: 1 day, 10:55:26, time: 1.174, data_time: 0.002, memory: 7080, top1_acc: 0.6883, top5_acc: 0.8836, loss_cls: 1.2103, loss: 1.2103, grad_norm: 5.2756 2021-06-17 08:41:44,372 - mmaction - INFO - Epoch [24][860/3757] lr: 1.000e-03, eta: 1 day, 10:54:57, time: 1.066, data_time: 0.003, memory: 7080, top1_acc: 0.6781, top5_acc: 0.8719, loss_cls: 1.2345, loss: 1.2345, grad_norm: 5.4385 2021-06-17 08:42:07,885 - mmaction - INFO - Epoch [24][880/3757] lr: 1.000e-03, eta: 1 day, 10:54:30, time: 1.176, data_time: 0.001, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8742, loss_cls: 1.2434, loss: 1.2434, grad_norm: 5.5110 2021-06-17 08:42:30,715 - mmaction - INFO - Epoch [24][900/3757] lr: 1.000e-03, eta: 1 day, 10:54:03, time: 1.142, data_time: 0.001, memory: 7080, top1_acc: 0.6961, top5_acc: 0.8859, loss_cls: 1.2158, loss: 1.2158, grad_norm: 5.4587 2021-06-17 08:42:53,082 - mmaction - INFO - Epoch [24][920/3757] lr: 1.000e-03, eta: 1 day, 10:53:35, time: 1.118, data_time: 0.009, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8883, loss_cls: 1.1503, loss: 1.1503, grad_norm: 5.4899 2021-06-17 08:43:15,911 - mmaction - INFO - Epoch [24][940/3757] lr: 1.000e-03, eta: 1 day, 10:53:07, time: 1.142, data_time: 0.154, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8883, loss_cls: 1.1379, loss: 1.1379, grad_norm: 5.0831 2021-06-17 08:43:38,414 - mmaction - INFO - Epoch [24][960/3757] lr: 1.000e-03, eta: 1 day, 10:52:39, time: 1.125, data_time: 0.112, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8766, loss_cls: 1.2427, loss: 1.2427, grad_norm: 5.5368 2021-06-17 08:44:00,296 - mmaction - INFO - Epoch [24][980/3757] lr: 1.000e-03, eta: 1 day, 10:52:11, time: 1.094, data_time: 0.417, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8891, loss_cls: 1.1811, loss: 1.1811, grad_norm: 5.3744 2021-06-17 08:44:22,349 - mmaction - INFO - Epoch [24][1000/3757] lr: 1.000e-03, eta: 1 day, 10:51:42, time: 1.102, data_time: 0.185, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8875, loss_cls: 1.2003, loss: 1.2003, grad_norm: 5.4919 2021-06-17 08:44:45,972 - mmaction - INFO - Epoch [24][1020/3757] lr: 1.000e-03, eta: 1 day, 10:51:16, time: 1.179, data_time: 0.043, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1408, loss: 1.1408, grad_norm: 5.3918 2021-06-17 08:45:08,372 - mmaction - INFO - Epoch [24][1040/3757] lr: 1.000e-03, eta: 1 day, 10:50:48, time: 1.120, data_time: 0.134, memory: 7080, top1_acc: 0.6781, top5_acc: 0.8711, loss_cls: 1.2923, loss: 1.2923, grad_norm: 5.5375 2021-06-17 08:45:31,427 - mmaction - INFO - Epoch [24][1060/3757] lr: 1.000e-03, eta: 1 day, 10:50:21, time: 1.154, data_time: 0.317, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8828, loss_cls: 1.1810, loss: 1.1810, grad_norm: 5.3885 2021-06-17 08:45:54,998 - mmaction - INFO - Epoch [24][1080/3757] lr: 1.000e-03, eta: 1 day, 10:49:54, time: 1.179, data_time: 0.429, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8781, loss_cls: 1.2198, loss: 1.2198, grad_norm: 5.6281 2021-06-17 08:46:17,191 - mmaction - INFO - Epoch [24][1100/3757] lr: 1.000e-03, eta: 1 day, 10:49:26, time: 1.110, data_time: 0.173, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8984, loss_cls: 1.1364, loss: 1.1364, grad_norm: 5.3069 2021-06-17 08:46:41,341 - mmaction - INFO - Epoch [24][1120/3757] lr: 1.000e-03, eta: 1 day, 10:49:00, time: 1.207, data_time: 0.002, memory: 7080, top1_acc: 0.6859, top5_acc: 0.8742, loss_cls: 1.2779, loss: 1.2779, grad_norm: 5.4708 2021-06-17 08:47:03,188 - mmaction - INFO - Epoch [24][1140/3757] lr: 1.000e-03, eta: 1 day, 10:48:31, time: 1.090, data_time: 0.003, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8781, loss_cls: 1.2201, loss: 1.2201, grad_norm: 5.5789 2021-06-17 08:47:26,754 - mmaction - INFO - Epoch [24][1160/3757] lr: 1.000e-03, eta: 1 day, 10:48:05, time: 1.180, data_time: 0.019, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8859, loss_cls: 1.1759, loss: 1.1759, grad_norm: 5.3836 2021-06-17 08:47:48,319 - mmaction - INFO - Epoch [24][1180/3757] lr: 1.000e-03, eta: 1 day, 10:47:36, time: 1.078, data_time: 0.194, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2289, loss: 1.2289, grad_norm: 5.4702 2021-06-17 08:48:11,305 - mmaction - INFO - Epoch [24][1200/3757] lr: 1.000e-03, eta: 1 day, 10:47:09, time: 1.150, data_time: 0.073, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8875, loss_cls: 1.1800, loss: 1.1800, grad_norm: 5.4142 2021-06-17 08:48:34,705 - mmaction - INFO - Epoch [24][1220/3757] lr: 1.000e-03, eta: 1 day, 10:46:42, time: 1.170, data_time: 0.181, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8914, loss_cls: 1.1997, loss: 1.1997, grad_norm: 5.4165 2021-06-17 08:48:57,964 - mmaction - INFO - Epoch [24][1240/3757] lr: 1.000e-03, eta: 1 day, 10:46:15, time: 1.160, data_time: 0.115, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8898, loss_cls: 1.1488, loss: 1.1488, grad_norm: 5.4456 2021-06-17 08:49:20,785 - mmaction - INFO - Epoch [24][1260/3757] lr: 1.000e-03, eta: 1 day, 10:45:47, time: 1.144, data_time: 0.329, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1337, loss: 1.1337, grad_norm: 5.2264 2021-06-17 08:49:43,415 - mmaction - INFO - Epoch [24][1280/3757] lr: 1.000e-03, eta: 1 day, 10:45:20, time: 1.131, data_time: 0.219, memory: 7080, top1_acc: 0.6742, top5_acc: 0.8742, loss_cls: 1.2351, loss: 1.2351, grad_norm: 5.5147 2021-06-17 08:50:06,269 - mmaction - INFO - Epoch [24][1300/3757] lr: 1.000e-03, eta: 1 day, 10:44:52, time: 1.142, data_time: 0.074, memory: 7080, top1_acc: 0.6867, top5_acc: 0.8719, loss_cls: 1.2214, loss: 1.2214, grad_norm: 5.4333 2021-06-17 08:50:28,667 - mmaction - INFO - Epoch [24][1320/3757] lr: 1.000e-03, eta: 1 day, 10:44:24, time: 1.119, data_time: 0.084, memory: 7080, top1_acc: 0.6773, top5_acc: 0.8805, loss_cls: 1.2244, loss: 1.2244, grad_norm: 5.4517 2021-06-17 08:50:51,934 - mmaction - INFO - Epoch [24][1340/3757] lr: 1.000e-03, eta: 1 day, 10:43:57, time: 1.163, data_time: 0.152, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8891, loss_cls: 1.1787, loss: 1.1787, grad_norm: 5.4748 2021-06-17 08:51:14,358 - mmaction - INFO - Epoch [24][1360/3757] lr: 1.000e-03, eta: 1 day, 10:43:30, time: 1.123, data_time: 0.017, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2330, loss: 1.2330, grad_norm: 5.4879 2021-06-17 08:51:36,484 - mmaction - INFO - Epoch [24][1380/3757] lr: 1.000e-03, eta: 1 day, 10:43:01, time: 1.103, data_time: 0.096, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8945, loss_cls: 1.1496, loss: 1.1496, grad_norm: 5.3250 2021-06-17 08:51:59,512 - mmaction - INFO - Epoch [24][1400/3757] lr: 1.000e-03, eta: 1 day, 10:42:34, time: 1.154, data_time: 0.104, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8898, loss_cls: 1.1563, loss: 1.1563, grad_norm: 5.2321 2021-06-17 08:52:21,732 - mmaction - INFO - Epoch [24][1420/3757] lr: 1.000e-03, eta: 1 day, 10:42:06, time: 1.110, data_time: 0.088, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8820, loss_cls: 1.2031, loss: 1.2031, grad_norm: 5.4930 2021-06-17 08:52:44,855 - mmaction - INFO - Epoch [24][1440/3757] lr: 1.000e-03, eta: 1 day, 10:41:39, time: 1.157, data_time: 0.098, memory: 7080, top1_acc: 0.6898, top5_acc: 0.8852, loss_cls: 1.2236, loss: 1.2236, grad_norm: 5.6508 2021-06-17 08:53:07,674 - mmaction - INFO - Epoch [24][1460/3757] lr: 1.000e-03, eta: 1 day, 10:41:11, time: 1.141, data_time: 0.186, memory: 7080, top1_acc: 0.6867, top5_acc: 0.8773, loss_cls: 1.2680, loss: 1.2680, grad_norm: 5.5895 2021-06-17 08:53:30,450 - mmaction - INFO - Epoch [24][1480/3757] lr: 1.000e-03, eta: 1 day, 10:40:44, time: 1.138, data_time: 0.171, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8859, loss_cls: 1.1545, loss: 1.1545, grad_norm: 5.3516 2021-06-17 08:53:54,225 - mmaction - INFO - Epoch [24][1500/3757] lr: 1.000e-03, eta: 1 day, 10:40:18, time: 1.189, data_time: 0.037, memory: 7080, top1_acc: 0.7047, top5_acc: 0.9008, loss_cls: 1.1346, loss: 1.1346, grad_norm: 5.3806 2021-06-17 08:54:17,556 - mmaction - INFO - Epoch [24][1520/3757] lr: 1.000e-03, eta: 1 day, 10:39:51, time: 1.167, data_time: 0.002, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8859, loss_cls: 1.2030, loss: 1.2030, grad_norm: 5.5440 2021-06-17 08:54:39,808 - mmaction - INFO - Epoch [24][1540/3757] lr: 1.000e-03, eta: 1 day, 10:39:23, time: 1.112, data_time: 0.002, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8797, loss_cls: 1.2626, loss: 1.2626, grad_norm: 5.5325 2021-06-17 08:55:02,385 - mmaction - INFO - Epoch [24][1560/3757] lr: 1.000e-03, eta: 1 day, 10:38:55, time: 1.129, data_time: 0.002, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8898, loss_cls: 1.1551, loss: 1.1551, grad_norm: 5.4626 2021-06-17 08:55:24,540 - mmaction - INFO - Epoch [24][1580/3757] lr: 1.000e-03, eta: 1 day, 10:38:27, time: 1.108, data_time: 0.054, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8969, loss_cls: 1.1445, loss: 1.1445, grad_norm: 5.3814 2021-06-17 08:55:47,788 - mmaction - INFO - Epoch [24][1600/3757] lr: 1.000e-03, eta: 1 day, 10:38:00, time: 1.161, data_time: 0.122, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.1235, loss: 1.1235, grad_norm: 5.2931 2021-06-17 08:56:10,448 - mmaction - INFO - Epoch [24][1620/3757] lr: 1.000e-03, eta: 1 day, 10:37:32, time: 1.135, data_time: 0.050, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8828, loss_cls: 1.2283, loss: 1.2283, grad_norm: 5.5312 2021-06-17 08:56:33,623 - mmaction - INFO - Epoch [24][1640/3757] lr: 1.000e-03, eta: 1 day, 10:37:05, time: 1.158, data_time: 0.055, memory: 7080, top1_acc: 0.6789, top5_acc: 0.8820, loss_cls: 1.2103, loss: 1.2103, grad_norm: 5.5616 2021-06-17 08:56:56,860 - mmaction - INFO - Epoch [24][1660/3757] lr: 1.000e-03, eta: 1 day, 10:36:38, time: 1.162, data_time: 0.004, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2392, loss: 1.2392, grad_norm: 5.5084 2021-06-17 08:57:18,732 - mmaction - INFO - Epoch [24][1680/3757] lr: 1.000e-03, eta: 1 day, 10:36:10, time: 1.094, data_time: 0.100, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8930, loss_cls: 1.1622, loss: 1.1622, grad_norm: 5.2505 2021-06-17 08:57:42,799 - mmaction - INFO - Epoch [24][1700/3757] lr: 1.000e-03, eta: 1 day, 10:35:44, time: 1.203, data_time: 0.169, memory: 7080, top1_acc: 0.6789, top5_acc: 0.8727, loss_cls: 1.2769, loss: 1.2769, grad_norm: 5.7424 2021-06-17 08:58:06,164 - mmaction - INFO - Epoch [24][1720/3757] lr: 1.000e-03, eta: 1 day, 10:35:17, time: 1.168, data_time: 0.068, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8680, loss_cls: 1.3142, loss: 1.3142, grad_norm: 5.4263 2021-06-17 08:58:30,169 - mmaction - INFO - Epoch [24][1740/3757] lr: 1.000e-03, eta: 1 day, 10:34:51, time: 1.199, data_time: 0.196, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8875, loss_cls: 1.1494, loss: 1.1494, grad_norm: 5.2229 2021-06-17 08:58:52,151 - mmaction - INFO - Epoch [24][1760/3757] lr: 1.000e-03, eta: 1 day, 10:34:22, time: 1.099, data_time: 0.209, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8789, loss_cls: 1.2248, loss: 1.2248, grad_norm: 5.4342 2021-06-17 08:59:13,691 - mmaction - INFO - Epoch [24][1780/3757] lr: 1.000e-03, eta: 1 day, 10:33:54, time: 1.078, data_time: 0.336, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8883, loss_cls: 1.1649, loss: 1.1649, grad_norm: 5.4901 2021-06-17 08:59:36,600 - mmaction - INFO - Epoch [24][1800/3757] lr: 1.000e-03, eta: 1 day, 10:33:26, time: 1.145, data_time: 0.216, memory: 7080, top1_acc: 0.6813, top5_acc: 0.8758, loss_cls: 1.2379, loss: 1.2379, grad_norm: 5.5019 2021-06-17 09:00:01,684 - mmaction - INFO - Epoch [24][1820/3757] lr: 1.000e-03, eta: 1 day, 10:33:02, time: 1.255, data_time: 0.179, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8867, loss_cls: 1.2468, loss: 1.2468, grad_norm: 5.6041 2021-06-17 09:00:24,553 - mmaction - INFO - Epoch [24][1840/3757] lr: 1.000e-03, eta: 1 day, 10:32:34, time: 1.143, data_time: 0.002, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8969, loss_cls: 1.1280, loss: 1.1280, grad_norm: 5.3224 2021-06-17 09:00:47,995 - mmaction - INFO - Epoch [24][1860/3757] lr: 1.000e-03, eta: 1 day, 10:32:07, time: 1.172, data_time: 0.002, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1820, loss: 1.1820, grad_norm: 5.2651 2021-06-17 09:01:10,822 - mmaction - INFO - Epoch [24][1880/3757] lr: 1.000e-03, eta: 1 day, 10:31:40, time: 1.141, data_time: 0.002, memory: 7080, top1_acc: 0.6961, top5_acc: 0.8727, loss_cls: 1.2052, loss: 1.2052, grad_norm: 5.4748 2021-06-17 09:01:33,701 - mmaction - INFO - Epoch [24][1900/3757] lr: 1.000e-03, eta: 1 day, 10:31:13, time: 1.143, data_time: 0.001, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8781, loss_cls: 1.2751, loss: 1.2751, grad_norm: 5.6414 2021-06-17 09:01:54,809 - mmaction - INFO - Epoch [24][1920/3757] lr: 1.000e-03, eta: 1 day, 10:30:43, time: 1.055, data_time: 0.002, memory: 7080, top1_acc: 0.6883, top5_acc: 0.8930, loss_cls: 1.1954, loss: 1.1954, grad_norm: 5.4984 2021-06-17 09:02:17,295 - mmaction - INFO - Epoch [24][1940/3757] lr: 1.000e-03, eta: 1 day, 10:30:16, time: 1.125, data_time: 0.280, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8914, loss_cls: 1.1293, loss: 1.1293, grad_norm: 5.2695 2021-06-17 09:02:39,342 - mmaction - INFO - Epoch [24][1960/3757] lr: 1.000e-03, eta: 1 day, 10:29:47, time: 1.102, data_time: 0.355, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8773, loss_cls: 1.2305, loss: 1.2305, grad_norm: 5.2742 2021-06-17 09:03:01,453 - mmaction - INFO - Epoch [24][1980/3757] lr: 1.000e-03, eta: 1 day, 10:29:19, time: 1.106, data_time: 0.397, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8922, loss_cls: 1.1523, loss: 1.1523, grad_norm: 5.3629 2021-06-17 09:03:24,081 - mmaction - INFO - Epoch [24][2000/3757] lr: 1.000e-03, eta: 1 day, 10:28:52, time: 1.131, data_time: 0.196, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8898, loss_cls: 1.1898, loss: 1.1898, grad_norm: 5.5040 2021-06-17 09:03:46,645 - mmaction - INFO - Epoch [24][2020/3757] lr: 1.000e-03, eta: 1 day, 10:28:24, time: 1.129, data_time: 0.036, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8750, loss_cls: 1.2543, loss: 1.2543, grad_norm: 5.5002 2021-06-17 09:04:11,240 - mmaction - INFO - Epoch [24][2040/3757] lr: 1.000e-03, eta: 1 day, 10:27:59, time: 1.230, data_time: 0.012, memory: 7080, top1_acc: 0.6781, top5_acc: 0.8781, loss_cls: 1.2310, loss: 1.2310, grad_norm: 5.5596 2021-06-17 09:04:33,430 - mmaction - INFO - Epoch [24][2060/3757] lr: 1.000e-03, eta: 1 day, 10:27:31, time: 1.109, data_time: 0.004, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8742, loss_cls: 1.2368, loss: 1.2368, grad_norm: 5.4514 2021-06-17 09:04:55,605 - mmaction - INFO - Epoch [24][2080/3757] lr: 1.000e-03, eta: 1 day, 10:27:02, time: 1.109, data_time: 0.002, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.1842, loss: 1.1842, grad_norm: 5.2364 2021-06-17 09:05:17,305 - mmaction - INFO - Epoch [24][2100/3757] lr: 1.000e-03, eta: 1 day, 10:26:34, time: 1.085, data_time: 0.006, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8945, loss_cls: 1.1440, loss: 1.1440, grad_norm: 5.1381 2021-06-17 09:05:40,873 - mmaction - INFO - Epoch [24][2120/3757] lr: 1.000e-03, eta: 1 day, 10:26:07, time: 1.178, data_time: 0.153, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8875, loss_cls: 1.1747, loss: 1.1747, grad_norm: 5.3980 2021-06-17 09:06:03,696 - mmaction - INFO - Epoch [24][2140/3757] lr: 1.000e-03, eta: 1 day, 10:25:40, time: 1.141, data_time: 0.182, memory: 7080, top1_acc: 0.7094, top5_acc: 0.9125, loss_cls: 1.0790, loss: 1.0790, grad_norm: 5.3451 2021-06-17 09:06:26,426 - mmaction - INFO - Epoch [24][2160/3757] lr: 1.000e-03, eta: 1 day, 10:25:12, time: 1.137, data_time: 0.002, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8953, loss_cls: 1.1532, loss: 1.1532, grad_norm: 5.2419 2021-06-17 09:06:48,330 - mmaction - INFO - Epoch [24][2180/3757] lr: 1.000e-03, eta: 1 day, 10:24:44, time: 1.095, data_time: 0.002, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8789, loss_cls: 1.1665, loss: 1.1665, grad_norm: 5.4015 2021-06-17 09:07:11,153 - mmaction - INFO - Epoch [24][2200/3757] lr: 1.000e-03, eta: 1 day, 10:24:17, time: 1.142, data_time: 0.002, memory: 7080, top1_acc: 0.6789, top5_acc: 0.8789, loss_cls: 1.2627, loss: 1.2627, grad_norm: 5.5682 2021-06-17 09:07:34,082 - mmaction - INFO - Epoch [24][2220/3757] lr: 1.000e-03, eta: 1 day, 10:23:49, time: 1.145, data_time: 0.080, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8859, loss_cls: 1.1940, loss: 1.1940, grad_norm: 5.3440 2021-06-17 09:07:57,516 - mmaction - INFO - Epoch [24][2240/3757] lr: 1.000e-03, eta: 1 day, 10:23:23, time: 1.172, data_time: 0.316, memory: 7080, top1_acc: 0.7094, top5_acc: 0.9023, loss_cls: 1.1548, loss: 1.1548, grad_norm: 5.4960 2021-06-17 09:08:20,524 - mmaction - INFO - Epoch [24][2260/3757] lr: 1.000e-03, eta: 1 day, 10:22:56, time: 1.151, data_time: 0.146, memory: 7080, top1_acc: 0.6562, top5_acc: 0.8664, loss_cls: 1.3102, loss: 1.3102, grad_norm: 5.7030 2021-06-17 09:08:42,929 - mmaction - INFO - Epoch [24][2280/3757] lr: 1.000e-03, eta: 1 day, 10:22:28, time: 1.120, data_time: 0.065, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8883, loss_cls: 1.2044, loss: 1.2044, grad_norm: 5.5706 2021-06-17 09:09:07,438 - mmaction - INFO - Epoch [24][2300/3757] lr: 1.000e-03, eta: 1 day, 10:22:02, time: 1.225, data_time: 0.001, memory: 7080, top1_acc: 0.6734, top5_acc: 0.8859, loss_cls: 1.2087, loss: 1.2087, grad_norm: 5.4439 2021-06-17 09:09:29,523 - mmaction - INFO - Epoch [24][2320/3757] lr: 1.000e-03, eta: 1 day, 10:21:34, time: 1.106, data_time: 0.003, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1290, loss: 1.1290, grad_norm: 5.1692 2021-06-17 09:09:51,817 - mmaction - INFO - Epoch [24][2340/3757] lr: 1.000e-03, eta: 1 day, 10:21:06, time: 1.115, data_time: 0.006, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8883, loss_cls: 1.1647, loss: 1.1647, grad_norm: 5.4151 2021-06-17 09:10:14,849 - mmaction - INFO - Epoch [24][2360/3757] lr: 1.000e-03, eta: 1 day, 10:20:39, time: 1.151, data_time: 0.002, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8953, loss_cls: 1.1426, loss: 1.1426, grad_norm: 5.4822 2021-06-17 09:10:36,708 - mmaction - INFO - Epoch [24][2380/3757] lr: 1.000e-03, eta: 1 day, 10:20:11, time: 1.093, data_time: 0.099, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8898, loss_cls: 1.1592, loss: 1.1592, grad_norm: 5.4197 2021-06-17 09:11:00,055 - mmaction - INFO - Epoch [24][2400/3757] lr: 1.000e-03, eta: 1 day, 10:19:44, time: 1.168, data_time: 0.184, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8828, loss_cls: 1.2245, loss: 1.2245, grad_norm: 5.5388 2021-06-17 09:11:22,574 - mmaction - INFO - Epoch [24][2420/3757] lr: 1.000e-03, eta: 1 day, 10:19:16, time: 1.126, data_time: 0.187, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8875, loss_cls: 1.2101, loss: 1.2101, grad_norm: 5.7296 2021-06-17 09:11:45,037 - mmaction - INFO - Epoch [24][2440/3757] lr: 1.000e-03, eta: 1 day, 10:18:49, time: 1.124, data_time: 0.032, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2298, loss: 1.2298, grad_norm: 5.5064 2021-06-17 09:12:07,079 - mmaction - INFO - Epoch [24][2460/3757] lr: 1.000e-03, eta: 1 day, 10:18:20, time: 1.103, data_time: 0.090, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2245, loss: 1.2245, grad_norm: 5.5773 2021-06-17 09:12:30,853 - mmaction - INFO - Epoch [24][2480/3757] lr: 1.000e-03, eta: 1 day, 10:17:54, time: 1.187, data_time: 0.145, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9031, loss_cls: 1.1093, loss: 1.1093, grad_norm: 5.3200 2021-06-17 09:12:52,481 - mmaction - INFO - Epoch [24][2500/3757] lr: 1.000e-03, eta: 1 day, 10:17:25, time: 1.082, data_time: 0.007, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8906, loss_cls: 1.1851, loss: 1.1851, grad_norm: 5.4995 2021-06-17 09:13:15,272 - mmaction - INFO - Epoch [24][2520/3757] lr: 1.000e-03, eta: 1 day, 10:16:58, time: 1.138, data_time: 0.224, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8914, loss_cls: 1.1475, loss: 1.1475, grad_norm: 5.5102 2021-06-17 09:13:38,640 - mmaction - INFO - Epoch [24][2540/3757] lr: 1.000e-03, eta: 1 day, 10:16:31, time: 1.170, data_time: 0.045, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8805, loss_cls: 1.2367, loss: 1.2367, grad_norm: 5.7514 2021-06-17 09:14:01,986 - mmaction - INFO - Epoch [24][2560/3757] lr: 1.000e-03, eta: 1 day, 10:16:05, time: 1.167, data_time: 0.032, memory: 7080, top1_acc: 0.6711, top5_acc: 0.8672, loss_cls: 1.2991, loss: 1.2991, grad_norm: 5.5334 2021-06-17 09:14:24,102 - mmaction - INFO - Epoch [24][2580/3757] lr: 1.000e-03, eta: 1 day, 10:15:37, time: 1.106, data_time: 0.251, memory: 7080, top1_acc: 0.6773, top5_acc: 0.8867, loss_cls: 1.2452, loss: 1.2452, grad_norm: 5.6267 2021-06-17 09:14:46,164 - mmaction - INFO - Epoch [24][2600/3757] lr: 1.000e-03, eta: 1 day, 10:15:08, time: 1.100, data_time: 0.367, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8852, loss_cls: 1.1345, loss: 1.1345, grad_norm: 5.4105 2021-06-17 09:15:09,948 - mmaction - INFO - Epoch [24][2620/3757] lr: 1.000e-03, eta: 1 day, 10:14:42, time: 1.192, data_time: 0.089, memory: 7080, top1_acc: 0.7117, top5_acc: 0.9000, loss_cls: 1.1146, loss: 1.1146, grad_norm: 5.4248 2021-06-17 09:15:31,001 - mmaction - INFO - Epoch [24][2640/3757] lr: 1.000e-03, eta: 1 day, 10:14:13, time: 1.051, data_time: 0.008, memory: 7080, top1_acc: 0.7086, top5_acc: 0.9031, loss_cls: 1.0990, loss: 1.0990, grad_norm: 5.2411 2021-06-17 09:15:52,979 - mmaction - INFO - Epoch [24][2660/3757] lr: 1.000e-03, eta: 1 day, 10:13:45, time: 1.099, data_time: 0.107, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.2155, loss: 1.2155, grad_norm: 5.6592 2021-06-17 09:16:14,957 - mmaction - INFO - Epoch [24][2680/3757] lr: 1.000e-03, eta: 1 day, 10:13:16, time: 1.100, data_time: 0.075, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2400, loss: 1.2400, grad_norm: 5.5027 2021-06-17 09:16:38,744 - mmaction - INFO - Epoch [24][2700/3757] lr: 1.000e-03, eta: 1 day, 10:12:50, time: 1.186, data_time: 0.144, memory: 7080, top1_acc: 0.6766, top5_acc: 0.8617, loss_cls: 1.3172, loss: 1.3172, grad_norm: 5.5976 2021-06-17 09:17:01,231 - mmaction - INFO - Epoch [24][2720/3757] lr: 1.000e-03, eta: 1 day, 10:12:22, time: 1.129, data_time: 0.424, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.1822, loss: 1.1822, grad_norm: 5.4146 2021-06-17 09:17:23,746 - mmaction - INFO - Epoch [24][2740/3757] lr: 1.000e-03, eta: 1 day, 10:11:55, time: 1.125, data_time: 0.303, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8984, loss_cls: 1.1134, loss: 1.1134, grad_norm: 5.2827 2021-06-17 09:17:47,101 - mmaction - INFO - Epoch [24][2760/3757] lr: 1.000e-03, eta: 1 day, 10:11:28, time: 1.168, data_time: 0.220, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.1998, loss: 1.1998, grad_norm: 5.5217 2021-06-17 09:18:09,954 - mmaction - INFO - Epoch [24][2780/3757] lr: 1.000e-03, eta: 1 day, 10:11:01, time: 1.139, data_time: 0.173, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1715, loss: 1.1715, grad_norm: 5.4321 2021-06-17 09:18:33,386 - mmaction - INFO - Epoch [24][2800/3757] lr: 1.000e-03, eta: 1 day, 10:10:34, time: 1.176, data_time: 0.012, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.2116, loss: 1.2116, grad_norm: 5.5461 2021-06-17 09:18:56,148 - mmaction - INFO - Epoch [24][2820/3757] lr: 1.000e-03, eta: 1 day, 10:10:07, time: 1.138, data_time: 0.001, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.1204, loss: 1.1204, grad_norm: 5.3657 2021-06-17 09:19:17,903 - mmaction - INFO - Epoch [24][2840/3757] lr: 1.000e-03, eta: 1 day, 10:09:38, time: 1.088, data_time: 0.001, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8938, loss_cls: 1.1450, loss: 1.1450, grad_norm: 5.4834 2021-06-17 09:19:40,873 - mmaction - INFO - Epoch [24][2860/3757] lr: 1.000e-03, eta: 1 day, 10:09:11, time: 1.149, data_time: 0.001, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8820, loss_cls: 1.1983, loss: 1.1983, grad_norm: 5.5665 2021-06-17 09:20:03,563 - mmaction - INFO - Epoch [24][2880/3757] lr: 1.000e-03, eta: 1 day, 10:08:44, time: 1.134, data_time: 0.002, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1461, loss: 1.1461, grad_norm: 5.4620 2021-06-17 09:20:26,138 - mmaction - INFO - Epoch [24][2900/3757] lr: 1.000e-03, eta: 1 day, 10:08:16, time: 1.129, data_time: 0.002, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.2381, loss: 1.2381, grad_norm: 5.3572 2021-06-17 09:20:49,032 - mmaction - INFO - Epoch [24][2920/3757] lr: 1.000e-03, eta: 1 day, 10:07:49, time: 1.143, data_time: 0.008, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8812, loss_cls: 1.2243, loss: 1.2243, grad_norm: 5.3034 2021-06-17 09:21:10,976 - mmaction - INFO - Epoch [24][2940/3757] lr: 1.000e-03, eta: 1 day, 10:07:21, time: 1.099, data_time: 0.058, memory: 7080, top1_acc: 0.7148, top5_acc: 0.9039, loss_cls: 1.1330, loss: 1.1330, grad_norm: 5.4210 2021-06-17 09:21:34,771 - mmaction - INFO - Epoch [24][2960/3757] lr: 1.000e-03, eta: 1 day, 10:06:55, time: 1.188, data_time: 0.156, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8852, loss_cls: 1.1942, loss: 1.1942, grad_norm: 5.2797 2021-06-17 09:21:56,940 - mmaction - INFO - Epoch [24][2980/3757] lr: 1.000e-03, eta: 1 day, 10:06:27, time: 1.111, data_time: 0.160, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8867, loss_cls: 1.1848, loss: 1.1848, grad_norm: 5.3510 2021-06-17 09:22:19,428 - mmaction - INFO - Epoch [24][3000/3757] lr: 1.000e-03, eta: 1 day, 10:05:59, time: 1.124, data_time: 0.110, memory: 7080, top1_acc: 0.6867, top5_acc: 0.8828, loss_cls: 1.2300, loss: 1.2300, grad_norm: 5.3909 2021-06-17 09:22:42,089 - mmaction - INFO - Epoch [24][3020/3757] lr: 1.000e-03, eta: 1 day, 10:05:31, time: 1.133, data_time: 0.403, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.2181, loss: 1.2181, grad_norm: 5.5434 2021-06-17 09:23:05,201 - mmaction - INFO - Epoch [24][3040/3757] lr: 1.000e-03, eta: 1 day, 10:05:04, time: 1.154, data_time: 0.130, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8703, loss_cls: 1.2042, loss: 1.2042, grad_norm: 5.4386 2021-06-17 09:23:28,286 - mmaction - INFO - Epoch [24][3060/3757] lr: 1.000e-03, eta: 1 day, 10:04:38, time: 1.156, data_time: 0.074, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8773, loss_cls: 1.2417, loss: 1.2417, grad_norm: 5.6395 2021-06-17 09:23:51,442 - mmaction - INFO - Epoch [24][3080/3757] lr: 1.000e-03, eta: 1 day, 10:04:11, time: 1.158, data_time: 0.022, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8727, loss_cls: 1.2098, loss: 1.2098, grad_norm: 5.4631 2021-06-17 09:24:14,432 - mmaction - INFO - Epoch [24][3100/3757] lr: 1.000e-03, eta: 1 day, 10:03:44, time: 1.147, data_time: 0.001, memory: 7080, top1_acc: 0.6773, top5_acc: 0.8820, loss_cls: 1.2675, loss: 1.2675, grad_norm: 5.6925 2021-06-17 09:24:35,914 - mmaction - INFO - Epoch [24][3120/3757] lr: 1.000e-03, eta: 1 day, 10:03:15, time: 1.076, data_time: 0.005, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8906, loss_cls: 1.2122, loss: 1.2122, grad_norm: 5.5537 2021-06-17 09:24:58,374 - mmaction - INFO - Epoch [24][3140/3757] lr: 1.000e-03, eta: 1 day, 10:02:47, time: 1.122, data_time: 0.085, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8766, loss_cls: 1.2381, loss: 1.2381, grad_norm: 5.3682 2021-06-17 09:25:22,533 - mmaction - INFO - Epoch [24][3160/3757] lr: 1.000e-03, eta: 1 day, 10:02:21, time: 1.208, data_time: 0.273, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8828, loss_cls: 1.1748, loss: 1.1748, grad_norm: 5.3778 2021-06-17 09:25:44,432 - mmaction - INFO - Epoch [24][3180/3757] lr: 1.000e-03, eta: 1 day, 10:01:53, time: 1.095, data_time: 0.025, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8984, loss_cls: 1.1321, loss: 1.1321, grad_norm: 5.4273 2021-06-17 09:26:07,062 - mmaction - INFO - Epoch [24][3200/3757] lr: 1.000e-03, eta: 1 day, 10:01:26, time: 1.132, data_time: 0.230, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8844, loss_cls: 1.1738, loss: 1.1738, grad_norm: 5.3529 2021-06-17 09:26:29,937 - mmaction - INFO - Epoch [24][3220/3757] lr: 1.000e-03, eta: 1 day, 10:00:58, time: 1.141, data_time: 0.104, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8797, loss_cls: 1.2334, loss: 1.2334, grad_norm: 5.4643 2021-06-17 09:26:53,364 - mmaction - INFO - Epoch [24][3240/3757] lr: 1.000e-03, eta: 1 day, 10:00:32, time: 1.174, data_time: 0.005, memory: 7080, top1_acc: 0.6766, top5_acc: 0.8688, loss_cls: 1.2880, loss: 1.2880, grad_norm: 5.7200 2021-06-17 09:27:16,028 - mmaction - INFO - Epoch [24][3260/3757] lr: 1.000e-03, eta: 1 day, 10:00:04, time: 1.133, data_time: 0.001, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8953, loss_cls: 1.1375, loss: 1.1375, grad_norm: 5.4673 2021-06-17 09:27:39,112 - mmaction - INFO - Epoch [24][3280/3757] lr: 1.000e-03, eta: 1 day, 9:59:37, time: 1.154, data_time: 0.002, memory: 7080, top1_acc: 0.6805, top5_acc: 0.8688, loss_cls: 1.2775, loss: 1.2775, grad_norm: 5.5862 2021-06-17 09:28:01,541 - mmaction - INFO - Epoch [24][3300/3757] lr: 1.000e-03, eta: 1 day, 9:59:10, time: 1.120, data_time: 0.004, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8812, loss_cls: 1.2150, loss: 1.2150, grad_norm: 5.4222 2021-06-17 09:28:23,718 - mmaction - INFO - Epoch [24][3320/3757] lr: 1.000e-03, eta: 1 day, 9:58:42, time: 1.109, data_time: 0.005, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.2149, loss: 1.2149, grad_norm: 5.3888 2021-06-17 09:28:46,611 - mmaction - INFO - Epoch [24][3340/3757] lr: 1.000e-03, eta: 1 day, 9:58:15, time: 1.146, data_time: 0.002, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8953, loss_cls: 1.1472, loss: 1.1472, grad_norm: 5.5663 2021-06-17 09:29:09,521 - mmaction - INFO - Epoch [24][3360/3757] lr: 1.000e-03, eta: 1 day, 9:57:48, time: 1.144, data_time: 0.001, memory: 7080, top1_acc: 0.6734, top5_acc: 0.8883, loss_cls: 1.2179, loss: 1.2179, grad_norm: 5.5631 2021-06-17 09:29:32,005 - mmaction - INFO - Epoch [24][3380/3757] lr: 1.000e-03, eta: 1 day, 9:57:20, time: 1.125, data_time: 0.002, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2019, loss: 1.2019, grad_norm: 5.5068 2021-06-17 09:29:55,131 - mmaction - INFO - Epoch [24][3400/3757] lr: 1.000e-03, eta: 1 day, 9:56:53, time: 1.153, data_time: 0.005, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8945, loss_cls: 1.1304, loss: 1.1304, grad_norm: 5.4036 2021-06-17 09:30:17,887 - mmaction - INFO - Epoch [24][3420/3757] lr: 1.000e-03, eta: 1 day, 9:56:26, time: 1.139, data_time: 0.008, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8867, loss_cls: 1.2207, loss: 1.2207, grad_norm: 5.5028 2021-06-17 09:30:41,628 - mmaction - INFO - Epoch [24][3440/3757] lr: 1.000e-03, eta: 1 day, 9:55:59, time: 1.189, data_time: 0.009, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8844, loss_cls: 1.1842, loss: 1.1842, grad_norm: 5.4177 2021-06-17 09:31:03,403 - mmaction - INFO - Epoch [24][3460/3757] lr: 1.000e-03, eta: 1 day, 9:55:31, time: 1.088, data_time: 0.005, memory: 7080, top1_acc: 0.6680, top5_acc: 0.8727, loss_cls: 1.2816, loss: 1.2816, grad_norm: 5.5884 2021-06-17 09:31:26,828 - mmaction - INFO - Epoch [24][3480/3757] lr: 1.000e-03, eta: 1 day, 9:55:05, time: 1.173, data_time: 0.144, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8961, loss_cls: 1.1070, loss: 1.1070, grad_norm: 5.2373 2021-06-17 09:31:48,843 - mmaction - INFO - Epoch [24][3500/3757] lr: 1.000e-03, eta: 1 day, 9:54:36, time: 1.101, data_time: 0.183, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8906, loss_cls: 1.1651, loss: 1.1651, grad_norm: 5.3055 2021-06-17 09:32:12,114 - mmaction - INFO - Epoch [24][3520/3757] lr: 1.000e-03, eta: 1 day, 9:54:10, time: 1.164, data_time: 0.295, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8742, loss_cls: 1.2152, loss: 1.2152, grad_norm: 5.2831 2021-06-17 09:32:33,980 - mmaction - INFO - Epoch [24][3540/3757] lr: 1.000e-03, eta: 1 day, 9:53:41, time: 1.093, data_time: 0.252, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8680, loss_cls: 1.2450, loss: 1.2450, grad_norm: 5.5114 2021-06-17 09:32:58,166 - mmaction - INFO - Epoch [24][3560/3757] lr: 1.000e-03, eta: 1 day, 9:53:16, time: 1.209, data_time: 0.104, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2356, loss: 1.2356, grad_norm: 5.5166 2021-06-17 09:33:21,500 - mmaction - INFO - Epoch [24][3580/3757] lr: 1.000e-03, eta: 1 day, 9:52:49, time: 1.168, data_time: 0.045, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8812, loss_cls: 1.1797, loss: 1.1797, grad_norm: 5.4946 2021-06-17 09:33:43,199 - mmaction - INFO - Epoch [24][3600/3757] lr: 1.000e-03, eta: 1 day, 9:52:21, time: 1.084, data_time: 0.074, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8914, loss_cls: 1.1820, loss: 1.1820, grad_norm: 5.6847 2021-06-17 09:34:05,322 - mmaction - INFO - Epoch [24][3620/3757] lr: 1.000e-03, eta: 1 day, 9:51:53, time: 1.107, data_time: 0.211, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8828, loss_cls: 1.2003, loss: 1.2003, grad_norm: 5.5086 2021-06-17 09:34:28,514 - mmaction - INFO - Epoch [24][3640/3757] lr: 1.000e-03, eta: 1 day, 9:51:26, time: 1.160, data_time: 0.290, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9023, loss_cls: 1.0710, loss: 1.0710, grad_norm: 5.1597 2021-06-17 09:34:51,905 - mmaction - INFO - Epoch [24][3660/3757] lr: 1.000e-03, eta: 1 day, 9:50:59, time: 1.168, data_time: 0.185, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.1284, loss: 1.1284, grad_norm: 5.3297 2021-06-17 09:35:13,873 - mmaction - INFO - Epoch [24][3680/3757] lr: 1.000e-03, eta: 1 day, 9:50:31, time: 1.095, data_time: 0.129, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8773, loss_cls: 1.2349, loss: 1.2349, grad_norm: 5.4214 2021-06-17 09:35:36,594 - mmaction - INFO - Epoch [24][3700/3757] lr: 1.000e-03, eta: 1 day, 9:50:04, time: 1.141, data_time: 0.085, memory: 7080, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2422, loss: 1.2422, grad_norm: 5.4639 2021-06-17 09:36:00,390 - mmaction - INFO - Epoch [24][3720/3757] lr: 1.000e-03, eta: 1 day, 9:49:38, time: 1.191, data_time: 0.297, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8930, loss_cls: 1.2042, loss: 1.2042, grad_norm: 5.5425 2021-06-17 09:36:24,293 - mmaction - INFO - Epoch [24][3740/3757] lr: 1.000e-03, eta: 1 day, 9:49:12, time: 1.195, data_time: 0.058, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1445, loss: 1.1445, grad_norm: 5.2933 2021-06-17 09:36:43,412 - mmaction - INFO - Saving checkpoint at 24 epochs 2021-06-17 09:44:22,902 - mmaction - INFO - Epoch [25][20/3757] lr: 1.000e-03, eta: 1 day, 9:55:52, time: 22.926, data_time: 22.024, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8891, loss_cls: 1.1786, loss: 1.1786, grad_norm: 5.4044 2021-06-17 09:44:44,904 - mmaction - INFO - Epoch [25][40/3757] lr: 1.000e-03, eta: 1 day, 9:55:24, time: 1.100, data_time: 0.030, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8914, loss_cls: 1.1620, loss: 1.1620, grad_norm: 5.3394 2021-06-17 09:45:09,752 - mmaction - INFO - Epoch [25][60/3757] lr: 1.000e-03, eta: 1 day, 9:54:59, time: 1.245, data_time: 0.534, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8961, loss_cls: 1.1664, loss: 1.1664, grad_norm: 5.3186 2021-06-17 09:45:31,103 - mmaction - INFO - Epoch [25][80/3757] lr: 1.000e-03, eta: 1 day, 9:54:30, time: 1.067, data_time: 0.049, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8992, loss_cls: 1.1303, loss: 1.1303, grad_norm: 5.4655 2021-06-17 09:45:54,665 - mmaction - INFO - Epoch [25][100/3757] lr: 1.000e-03, eta: 1 day, 9:54:03, time: 1.178, data_time: 0.077, memory: 7080, top1_acc: 0.6781, top5_acc: 0.8594, loss_cls: 1.2850, loss: 1.2850, grad_norm: 5.6934 2021-06-17 09:46:18,781 - mmaction - INFO - Epoch [25][120/3757] lr: 1.000e-03, eta: 1 day, 9:53:37, time: 1.206, data_time: 0.141, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.1572, loss: 1.1572, grad_norm: 5.3751 2021-06-17 09:46:40,342 - mmaction - INFO - Epoch [25][140/3757] lr: 1.000e-03, eta: 1 day, 9:53:08, time: 1.078, data_time: 0.185, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.2162, loss: 1.2162, grad_norm: 5.4772 2021-06-17 09:47:03,815 - mmaction - INFO - Epoch [25][160/3757] lr: 1.000e-03, eta: 1 day, 9:52:42, time: 1.174, data_time: 0.193, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8898, loss_cls: 1.1944, loss: 1.1944, grad_norm: 5.3418 2021-06-17 09:47:27,110 - mmaction - INFO - Epoch [25][180/3757] lr: 1.000e-03, eta: 1 day, 9:52:15, time: 1.165, data_time: 0.281, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.1754, loss: 1.1754, grad_norm: 5.3071 2021-06-17 09:47:51,131 - mmaction - INFO - Epoch [25][200/3757] lr: 1.000e-03, eta: 1 day, 9:51:49, time: 1.201, data_time: 0.260, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8875, loss_cls: 1.1854, loss: 1.1854, grad_norm: 5.3707 2021-06-17 09:48:13,686 - mmaction - INFO - Epoch [25][220/3757] lr: 1.000e-03, eta: 1 day, 9:51:21, time: 1.128, data_time: 0.051, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8930, loss_cls: 1.1741, loss: 1.1741, grad_norm: 5.4205 2021-06-17 09:48:36,212 - mmaction - INFO - Epoch [25][240/3757] lr: 1.000e-03, eta: 1 day, 9:50:53, time: 1.126, data_time: 0.002, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8766, loss_cls: 1.2021, loss: 1.2021, grad_norm: 5.4188 2021-06-17 09:48:58,926 - mmaction - INFO - Epoch [25][260/3757] lr: 1.000e-03, eta: 1 day, 9:50:26, time: 1.134, data_time: 0.001, memory: 7080, top1_acc: 0.6859, top5_acc: 0.8938, loss_cls: 1.2116, loss: 1.2116, grad_norm: 5.6323 2021-06-17 09:49:21,250 - mmaction - INFO - Epoch [25][280/3757] lr: 1.000e-03, eta: 1 day, 9:49:58, time: 1.119, data_time: 0.021, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8930, loss_cls: 1.1702, loss: 1.1702, grad_norm: 5.4776 2021-06-17 09:49:43,668 - mmaction - INFO - Epoch [25][300/3757] lr: 1.000e-03, eta: 1 day, 9:49:30, time: 1.120, data_time: 0.130, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8961, loss_cls: 1.1098, loss: 1.1098, grad_norm: 5.3917 2021-06-17 09:50:06,088 - mmaction - INFO - Epoch [25][320/3757] lr: 1.000e-03, eta: 1 day, 9:49:02, time: 1.121, data_time: 0.380, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8719, loss_cls: 1.2697, loss: 1.2697, grad_norm: 5.5423 2021-06-17 09:50:29,448 - mmaction - INFO - Epoch [25][340/3757] lr: 1.000e-03, eta: 1 day, 9:48:36, time: 1.168, data_time: 0.289, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8883, loss_cls: 1.1483, loss: 1.1483, grad_norm: 5.3928 2021-06-17 09:50:50,840 - mmaction - INFO - Epoch [25][360/3757] lr: 1.000e-03, eta: 1 day, 9:48:07, time: 1.070, data_time: 0.013, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8891, loss_cls: 1.1479, loss: 1.1479, grad_norm: 5.3454 2021-06-17 09:51:14,483 - mmaction - INFO - Epoch [25][380/3757] lr: 1.000e-03, eta: 1 day, 9:47:40, time: 1.177, data_time: 0.112, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8953, loss_cls: 1.1475, loss: 1.1475, grad_norm: 5.2084 2021-06-17 09:51:36,985 - mmaction - INFO - Epoch [25][400/3757] lr: 1.000e-03, eta: 1 day, 9:47:13, time: 1.130, data_time: 0.034, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.1558, loss: 1.1558, grad_norm: 5.2011 2021-06-17 09:52:01,117 - mmaction - INFO - Epoch [25][420/3757] lr: 1.000e-03, eta: 1 day, 9:46:47, time: 1.207, data_time: 0.035, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8859, loss_cls: 1.2089, loss: 1.2089, grad_norm: 5.7407 2021-06-17 09:52:23,518 - mmaction - INFO - Epoch [25][440/3757] lr: 1.000e-03, eta: 1 day, 9:46:19, time: 1.120, data_time: 0.061, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8969, loss_cls: 1.1358, loss: 1.1358, grad_norm: 5.4914 2021-06-17 09:52:44,215 - mmaction - INFO - Epoch [25][460/3757] lr: 1.000e-03, eta: 1 day, 9:45:49, time: 1.036, data_time: 0.054, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1790, loss: 1.1790, grad_norm: 5.4283 2021-06-17 09:53:08,079 - mmaction - INFO - Epoch [25][480/3757] lr: 1.000e-03, eta: 1 day, 9:45:23, time: 1.191, data_time: 0.108, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2035, loss: 1.2035, grad_norm: 5.5341 2021-06-17 09:53:32,864 - mmaction - INFO - Epoch [25][500/3757] lr: 1.000e-03, eta: 1 day, 9:44:58, time: 1.242, data_time: 0.019, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8750, loss_cls: 1.1677, loss: 1.1677, grad_norm: 5.2771 2021-06-17 09:53:55,255 - mmaction - INFO - Epoch [25][520/3757] lr: 1.000e-03, eta: 1 day, 9:44:30, time: 1.120, data_time: 0.003, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9008, loss_cls: 1.1320, loss: 1.1320, grad_norm: 5.2735 2021-06-17 09:54:16,269 - mmaction - INFO - Epoch [25][540/3757] lr: 1.000e-03, eta: 1 day, 9:44:01, time: 1.050, data_time: 0.001, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8922, loss_cls: 1.1142, loss: 1.1142, grad_norm: 5.1829 2021-06-17 09:54:40,325 - mmaction - INFO - Epoch [25][560/3757] lr: 1.000e-03, eta: 1 day, 9:43:35, time: 1.203, data_time: 0.025, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8742, loss_cls: 1.2168, loss: 1.2168, grad_norm: 5.4300 2021-06-17 09:55:01,624 - mmaction - INFO - Epoch [25][580/3757] lr: 1.000e-03, eta: 1 day, 9:43:06, time: 1.065, data_time: 0.001, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1787, loss: 1.1787, grad_norm: 5.3378 2021-06-17 09:55:23,469 - mmaction - INFO - Epoch [25][600/3757] lr: 1.000e-03, eta: 1 day, 9:42:37, time: 1.091, data_time: 0.002, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8891, loss_cls: 1.1777, loss: 1.1777, grad_norm: 5.4128 2021-06-17 09:55:47,420 - mmaction - INFO - Epoch [25][620/3757] lr: 1.000e-03, eta: 1 day, 9:42:11, time: 1.198, data_time: 0.003, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8945, loss_cls: 1.1001, loss: 1.1001, grad_norm: 5.3322 2021-06-17 09:56:09,574 - mmaction - INFO - Epoch [25][640/3757] lr: 1.000e-03, eta: 1 day, 9:41:43, time: 1.106, data_time: 0.002, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1739, loss: 1.1739, grad_norm: 5.3115 2021-06-17 09:56:32,216 - mmaction - INFO - Epoch [25][660/3757] lr: 1.000e-03, eta: 1 day, 9:41:16, time: 1.134, data_time: 0.004, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1980, loss: 1.1980, grad_norm: 5.5796 2021-06-17 09:56:54,892 - mmaction - INFO - Epoch [25][680/3757] lr: 1.000e-03, eta: 1 day, 9:40:48, time: 1.133, data_time: 0.020, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1136, loss: 1.1136, grad_norm: 5.3891 2021-06-17 09:57:18,098 - mmaction - INFO - Epoch [25][700/3757] lr: 1.000e-03, eta: 1 day, 9:40:21, time: 1.161, data_time: 0.003, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8906, loss_cls: 1.1432, loss: 1.1432, grad_norm: 5.4654 2021-06-17 09:57:40,575 - mmaction - INFO - Epoch [25][720/3757] lr: 1.000e-03, eta: 1 day, 9:39:54, time: 1.124, data_time: 0.038, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8969, loss_cls: 1.1490, loss: 1.1490, grad_norm: 5.3721 2021-06-17 09:58:03,968 - mmaction - INFO - Epoch [25][740/3757] lr: 1.000e-03, eta: 1 day, 9:39:27, time: 1.167, data_time: 0.067, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8867, loss_cls: 1.1841, loss: 1.1841, grad_norm: 5.5708 2021-06-17 09:58:26,403 - mmaction - INFO - Epoch [25][760/3757] lr: 1.000e-03, eta: 1 day, 9:38:59, time: 1.124, data_time: 0.059, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8898, loss_cls: 1.1467, loss: 1.1467, grad_norm: 5.4058 2021-06-17 09:58:49,494 - mmaction - INFO - Epoch [25][780/3757] lr: 1.000e-03, eta: 1 day, 9:38:32, time: 1.152, data_time: 0.015, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8891, loss_cls: 1.1610, loss: 1.1610, grad_norm: 5.3807 2021-06-17 09:59:11,197 - mmaction - INFO - Epoch [25][800/3757] lr: 1.000e-03, eta: 1 day, 9:38:04, time: 1.087, data_time: 0.080, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8898, loss_cls: 1.1575, loss: 1.1575, grad_norm: 5.5684 2021-06-17 09:59:33,778 - mmaction - INFO - Epoch [25][820/3757] lr: 1.000e-03, eta: 1 day, 9:37:36, time: 1.129, data_time: 0.195, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8992, loss_cls: 1.1223, loss: 1.1223, grad_norm: 5.2626 2021-06-17 09:59:56,261 - mmaction - INFO - Epoch [25][840/3757] lr: 1.000e-03, eta: 1 day, 9:37:08, time: 1.125, data_time: 0.235, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.1710, loss: 1.1710, grad_norm: 5.4237 2021-06-17 10:00:20,787 - mmaction - INFO - Epoch [25][860/3757] lr: 1.000e-03, eta: 1 day, 9:36:43, time: 1.223, data_time: 0.236, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8906, loss_cls: 1.1610, loss: 1.1610, grad_norm: 5.3377 2021-06-17 10:00:43,342 - mmaction - INFO - Epoch [25][880/3757] lr: 1.000e-03, eta: 1 day, 9:36:15, time: 1.131, data_time: 0.011, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8914, loss_cls: 1.1394, loss: 1.1394, grad_norm: 5.3840 2021-06-17 10:01:06,649 - mmaction - INFO - Epoch [25][900/3757] lr: 1.000e-03, eta: 1 day, 9:35:48, time: 1.166, data_time: 0.037, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8867, loss_cls: 1.1447, loss: 1.1447, grad_norm: 5.4755 2021-06-17 10:01:28,834 - mmaction - INFO - Epoch [25][920/3757] lr: 1.000e-03, eta: 1 day, 9:35:20, time: 1.108, data_time: 0.055, memory: 7080, top1_acc: 0.7094, top5_acc: 0.9023, loss_cls: 1.1101, loss: 1.1101, grad_norm: 5.2831 2021-06-17 10:01:51,304 - mmaction - INFO - Epoch [25][940/3757] lr: 1.000e-03, eta: 1 day, 9:34:53, time: 1.124, data_time: 0.021, memory: 7080, top1_acc: 0.6898, top5_acc: 0.8734, loss_cls: 1.2566, loss: 1.2566, grad_norm: 5.6391 2021-06-17 10:02:13,211 - mmaction - INFO - Epoch [25][960/3757] lr: 1.000e-03, eta: 1 day, 9:34:25, time: 1.096, data_time: 0.131, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.1918, loss: 1.1918, grad_norm: 5.5216 2021-06-17 10:02:37,116 - mmaction - INFO - Epoch [25][980/3757] lr: 1.000e-03, eta: 1 day, 9:33:58, time: 1.195, data_time: 0.001, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8797, loss_cls: 1.2206, loss: 1.2206, grad_norm: 5.7586 2021-06-17 10:03:00,049 - mmaction - INFO - Epoch [25][1000/3757] lr: 1.000e-03, eta: 1 day, 9:33:31, time: 1.146, data_time: 0.073, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8859, loss_cls: 1.2017, loss: 1.2017, grad_norm: 5.4989 2021-06-17 10:03:22,547 - mmaction - INFO - Epoch [25][1020/3757] lr: 1.000e-03, eta: 1 day, 9:33:04, time: 1.125, data_time: 0.143, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8766, loss_cls: 1.1920, loss: 1.1920, grad_norm: 5.5661 2021-06-17 10:03:45,772 - mmaction - INFO - Epoch [25][1040/3757] lr: 1.000e-03, eta: 1 day, 9:32:37, time: 1.161, data_time: 0.462, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8859, loss_cls: 1.2150, loss: 1.2150, grad_norm: 5.5074 2021-06-17 10:04:08,053 - mmaction - INFO - Epoch [25][1060/3757] lr: 1.000e-03, eta: 1 day, 9:32:09, time: 1.111, data_time: 0.422, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8945, loss_cls: 1.1435, loss: 1.1435, grad_norm: 5.4269 2021-06-17 10:04:30,591 - mmaction - INFO - Epoch [25][1080/3757] lr: 1.000e-03, eta: 1 day, 9:31:41, time: 1.128, data_time: 0.050, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8961, loss_cls: 1.1489, loss: 1.1489, grad_norm: 5.4798 2021-06-17 10:04:54,422 - mmaction - INFO - Epoch [25][1100/3757] lr: 1.000e-03, eta: 1 day, 9:31:15, time: 1.191, data_time: 0.003, memory: 7080, top1_acc: 0.7133, top5_acc: 0.9055, loss_cls: 1.1329, loss: 1.1329, grad_norm: 5.3745 2021-06-17 10:05:17,554 - mmaction - INFO - Epoch [25][1120/3757] lr: 1.000e-03, eta: 1 day, 9:30:48, time: 1.159, data_time: 0.004, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.2029, loss: 1.2029, grad_norm: 5.4989 2021-06-17 10:05:40,186 - mmaction - INFO - Epoch [25][1140/3757] lr: 1.000e-03, eta: 1 day, 9:30:21, time: 1.130, data_time: 0.006, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8742, loss_cls: 1.2406, loss: 1.2406, grad_norm: 5.6912 2021-06-17 10:06:04,192 - mmaction - INFO - Epoch [25][1160/3757] lr: 1.000e-03, eta: 1 day, 9:29:55, time: 1.203, data_time: 0.089, memory: 7080, top1_acc: 0.6859, top5_acc: 0.8773, loss_cls: 1.2228, loss: 1.2228, grad_norm: 5.4713 2021-06-17 10:06:26,973 - mmaction - INFO - Epoch [25][1180/3757] lr: 1.000e-03, eta: 1 day, 9:29:27, time: 1.139, data_time: 0.209, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8859, loss_cls: 1.2040, loss: 1.2040, grad_norm: 5.4709 2021-06-17 10:06:48,458 - mmaction - INFO - Epoch [25][1200/3757] lr: 1.000e-03, eta: 1 day, 9:28:59, time: 1.075, data_time: 0.002, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.1473, loss: 1.1473, grad_norm: 5.4191 2021-06-17 10:07:09,465 - mmaction - INFO - Epoch [25][1220/3757] lr: 1.000e-03, eta: 1 day, 9:28:29, time: 1.050, data_time: 0.225, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8914, loss_cls: 1.1785, loss: 1.1785, grad_norm: 5.4309 2021-06-17 10:07:32,217 - mmaction - INFO - Epoch [25][1240/3757] lr: 1.000e-03, eta: 1 day, 9:28:02, time: 1.137, data_time: 0.081, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1522, loss: 1.1522, grad_norm: 5.2583 2021-06-17 10:07:54,378 - mmaction - INFO - Epoch [25][1260/3757] lr: 1.000e-03, eta: 1 day, 9:27:34, time: 1.106, data_time: 0.002, memory: 7080, top1_acc: 0.7359, top5_acc: 0.8992, loss_cls: 1.0735, loss: 1.0735, grad_norm: 5.2814 2021-06-17 10:08:18,130 - mmaction - INFO - Epoch [25][1280/3757] lr: 1.000e-03, eta: 1 day, 9:27:08, time: 1.189, data_time: 0.003, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8922, loss_cls: 1.1751, loss: 1.1751, grad_norm: 5.4066 2021-06-17 10:08:41,182 - mmaction - INFO - Epoch [25][1300/3757] lr: 1.000e-03, eta: 1 day, 9:26:41, time: 1.152, data_time: 0.024, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8836, loss_cls: 1.1932, loss: 1.1932, grad_norm: 5.6016 2021-06-17 10:09:03,688 - mmaction - INFO - Epoch [25][1320/3757] lr: 1.000e-03, eta: 1 day, 9:26:13, time: 1.124, data_time: 0.002, memory: 7080, top1_acc: 0.6906, top5_acc: 0.8867, loss_cls: 1.2070, loss: 1.2070, grad_norm: 5.6646 2021-06-17 10:09:27,026 - mmaction - INFO - Epoch [25][1340/3757] lr: 1.000e-03, eta: 1 day, 9:25:46, time: 1.165, data_time: 0.005, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2360, loss: 1.2360, grad_norm: 5.5900 2021-06-17 10:09:48,045 - mmaction - INFO - Epoch [25][1360/3757] lr: 1.000e-03, eta: 1 day, 9:25:17, time: 1.054, data_time: 0.082, memory: 7080, top1_acc: 0.6859, top5_acc: 0.8766, loss_cls: 1.2672, loss: 1.2672, grad_norm: 5.6241 2021-06-17 10:10:11,328 - mmaction - INFO - Epoch [25][1380/3757] lr: 1.000e-03, eta: 1 day, 9:24:50, time: 1.160, data_time: 0.071, memory: 7080, top1_acc: 0.6961, top5_acc: 0.8812, loss_cls: 1.1725, loss: 1.1725, grad_norm: 5.4472 2021-06-17 10:10:35,700 - mmaction - INFO - Epoch [25][1400/3757] lr: 1.000e-03, eta: 1 day, 9:24:25, time: 1.223, data_time: 0.006, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8875, loss_cls: 1.1486, loss: 1.1486, grad_norm: 5.2035 2021-06-17 10:10:57,941 - mmaction - INFO - Epoch [25][1420/3757] lr: 1.000e-03, eta: 1 day, 9:23:57, time: 1.112, data_time: 0.002, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.1783, loss: 1.1783, grad_norm: 5.5454 2021-06-17 10:11:19,741 - mmaction - INFO - Epoch [25][1440/3757] lr: 1.000e-03, eta: 1 day, 9:23:29, time: 1.090, data_time: 0.069, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8836, loss_cls: 1.1596, loss: 1.1596, grad_norm: 5.3869 2021-06-17 10:11:42,474 - mmaction - INFO - Epoch [25][1460/3757] lr: 1.000e-03, eta: 1 day, 9:23:01, time: 1.136, data_time: 0.134, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1453, loss: 1.1453, grad_norm: 5.3670 2021-06-17 10:12:04,908 - mmaction - INFO - Epoch [25][1480/3757] lr: 1.000e-03, eta: 1 day, 9:22:34, time: 1.121, data_time: 0.059, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8938, loss_cls: 1.0905, loss: 1.0905, grad_norm: 5.2889 2021-06-17 10:12:27,204 - mmaction - INFO - Epoch [25][1500/3757] lr: 1.000e-03, eta: 1 day, 9:22:06, time: 1.114, data_time: 0.159, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.2080, loss: 1.2080, grad_norm: 5.3750 2021-06-17 10:12:50,130 - mmaction - INFO - Epoch [25][1520/3757] lr: 1.000e-03, eta: 1 day, 9:21:39, time: 1.147, data_time: 0.086, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.1856, loss: 1.1856, grad_norm: 5.4908 2021-06-17 10:13:13,035 - mmaction - INFO - Epoch [25][1540/3757] lr: 1.000e-03, eta: 1 day, 9:21:12, time: 1.145, data_time: 0.006, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8891, loss_cls: 1.2453, loss: 1.2453, grad_norm: 5.6074 2021-06-17 10:13:36,389 - mmaction - INFO - Epoch [25][1560/3757] lr: 1.000e-03, eta: 1 day, 9:20:45, time: 1.168, data_time: 0.008, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8930, loss_cls: 1.1836, loss: 1.1836, grad_norm: 5.6105 2021-06-17 10:13:58,508 - mmaction - INFO - Epoch [25][1580/3757] lr: 1.000e-03, eta: 1 day, 9:20:17, time: 1.105, data_time: 0.002, memory: 7080, top1_acc: 0.6898, top5_acc: 0.8914, loss_cls: 1.1583, loss: 1.1583, grad_norm: 5.3609 2021-06-17 10:14:20,386 - mmaction - INFO - Epoch [25][1600/3757] lr: 1.000e-03, eta: 1 day, 9:19:49, time: 1.094, data_time: 0.020, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.1997, loss: 1.1997, grad_norm: 5.3705 2021-06-17 10:14:43,801 - mmaction - INFO - Epoch [25][1620/3757] lr: 1.000e-03, eta: 1 day, 9:19:22, time: 1.173, data_time: 0.044, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8906, loss_cls: 1.1866, loss: 1.1866, grad_norm: 5.4917 2021-06-17 10:15:05,634 - mmaction - INFO - Epoch [25][1640/3757] lr: 1.000e-03, eta: 1 day, 9:18:54, time: 1.091, data_time: 0.007, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8961, loss_cls: 1.1548, loss: 1.1548, grad_norm: 5.4764 2021-06-17 10:15:28,864 - mmaction - INFO - Epoch [25][1660/3757] lr: 1.000e-03, eta: 1 day, 9:18:27, time: 1.153, data_time: 0.089, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8953, loss_cls: 1.1572, loss: 1.1572, grad_norm: 5.5532 2021-06-17 10:15:50,749 - mmaction - INFO - Epoch [25][1680/3757] lr: 1.000e-03, eta: 1 day, 9:17:59, time: 1.103, data_time: 0.050, memory: 7080, top1_acc: 0.6805, top5_acc: 0.8641, loss_cls: 1.2596, loss: 1.2596, grad_norm: 5.4847 2021-06-17 10:16:14,574 - mmaction - INFO - Epoch [25][1700/3757] lr: 1.000e-03, eta: 1 day, 9:17:33, time: 1.191, data_time: 0.008, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8852, loss_cls: 1.1647, loss: 1.1647, grad_norm: 5.4426 2021-06-17 10:16:37,917 - mmaction - INFO - Epoch [25][1720/3757] lr: 1.000e-03, eta: 1 day, 9:17:06, time: 1.167, data_time: 0.001, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8906, loss_cls: 1.1373, loss: 1.1373, grad_norm: 5.3490 2021-06-17 10:17:00,170 - mmaction - INFO - Epoch [25][1740/3757] lr: 1.000e-03, eta: 1 day, 9:16:38, time: 1.112, data_time: 0.020, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8914, loss_cls: 1.1980, loss: 1.1980, grad_norm: 5.5728 2021-06-17 10:17:22,390 - mmaction - INFO - Epoch [25][1760/3757] lr: 1.000e-03, eta: 1 day, 9:16:10, time: 1.112, data_time: 0.049, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8930, loss_cls: 1.1821, loss: 1.1821, grad_norm: 5.5391 2021-06-17 10:17:44,656 - mmaction - INFO - Epoch [25][1780/3757] lr: 1.000e-03, eta: 1 day, 9:15:43, time: 1.113, data_time: 0.232, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9008, loss_cls: 1.1192, loss: 1.1192, grad_norm: 5.3660 2021-06-17 10:18:06,616 - mmaction - INFO - Epoch [25][1800/3757] lr: 1.000e-03, eta: 1 day, 9:15:14, time: 1.097, data_time: 0.454, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8961, loss_cls: 1.1375, loss: 1.1375, grad_norm: 5.4175 2021-06-17 10:18:29,307 - mmaction - INFO - Epoch [25][1820/3757] lr: 1.000e-03, eta: 1 day, 9:14:47, time: 1.135, data_time: 0.313, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8945, loss_cls: 1.1493, loss: 1.1493, grad_norm: 5.4233 2021-06-17 10:18:53,376 - mmaction - INFO - Epoch [25][1840/3757] lr: 1.000e-03, eta: 1 day, 9:14:21, time: 1.204, data_time: 0.103, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9055, loss_cls: 1.0980, loss: 1.0980, grad_norm: 5.4033 2021-06-17 10:19:16,507 - mmaction - INFO - Epoch [25][1860/3757] lr: 1.000e-03, eta: 1 day, 9:13:54, time: 1.155, data_time: 0.002, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8859, loss_cls: 1.1677, loss: 1.1677, grad_norm: 5.4455 2021-06-17 10:19:39,276 - mmaction - INFO - Epoch [25][1880/3757] lr: 1.000e-03, eta: 1 day, 9:13:27, time: 1.140, data_time: 0.023, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8602, loss_cls: 1.2908, loss: 1.2908, grad_norm: 5.6302 2021-06-17 10:20:02,326 - mmaction - INFO - Epoch [25][1900/3757] lr: 1.000e-03, eta: 1 day, 9:13:00, time: 1.149, data_time: 0.199, memory: 7080, top1_acc: 0.6898, top5_acc: 0.8938, loss_cls: 1.1999, loss: 1.1999, grad_norm: 5.5693 2021-06-17 10:20:24,515 - mmaction - INFO - Epoch [25][1920/3757] lr: 1.000e-03, eta: 1 day, 9:12:32, time: 1.111, data_time: 0.004, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8906, loss_cls: 1.1853, loss: 1.1853, grad_norm: 5.4712 2021-06-17 10:20:46,358 - mmaction - INFO - Epoch [25][1940/3757] lr: 1.000e-03, eta: 1 day, 9:12:04, time: 1.094, data_time: 0.027, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1122, loss: 1.1122, grad_norm: 5.2388 2021-06-17 10:21:10,074 - mmaction - INFO - Epoch [25][1960/3757] lr: 1.000e-03, eta: 1 day, 9:11:38, time: 1.186, data_time: 0.002, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1815, loss: 1.1815, grad_norm: 5.4401 2021-06-17 10:21:33,654 - mmaction - INFO - Epoch [25][1980/3757] lr: 1.000e-03, eta: 1 day, 9:11:11, time: 1.179, data_time: 0.001, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8875, loss_cls: 1.1775, loss: 1.1775, grad_norm: 5.4654 2021-06-17 10:21:56,354 - mmaction - INFO - Epoch [25][2000/3757] lr: 1.000e-03, eta: 1 day, 9:10:44, time: 1.134, data_time: 0.001, memory: 7080, top1_acc: 0.6906, top5_acc: 0.8992, loss_cls: 1.1522, loss: 1.1522, grad_norm: 5.4412 2021-06-17 10:22:19,798 - mmaction - INFO - Epoch [25][2020/3757] lr: 1.000e-03, eta: 1 day, 9:10:17, time: 1.173, data_time: 0.002, memory: 7080, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1414, loss: 1.1414, grad_norm: 5.3312 2021-06-17 10:22:41,844 - mmaction - INFO - Epoch [25][2040/3757] lr: 1.000e-03, eta: 1 day, 9:09:49, time: 1.102, data_time: 0.001, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8805, loss_cls: 1.1754, loss: 1.1754, grad_norm: 5.4814 2021-06-17 10:23:04,945 - mmaction - INFO - Epoch [25][2060/3757] lr: 1.000e-03, eta: 1 day, 9:09:23, time: 1.153, data_time: 0.003, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8969, loss_cls: 1.1169, loss: 1.1169, grad_norm: 5.4712 2021-06-17 10:23:28,739 - mmaction - INFO - Epoch [25][2080/3757] lr: 1.000e-03, eta: 1 day, 9:08:56, time: 1.192, data_time: 0.004, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8891, loss_cls: 1.1021, loss: 1.1021, grad_norm: 5.2163 2021-06-17 10:23:51,849 - mmaction - INFO - Epoch [25][2100/3757] lr: 1.000e-03, eta: 1 day, 9:08:30, time: 1.156, data_time: 0.002, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8938, loss_cls: 1.1599, loss: 1.1599, grad_norm: 5.6026 2021-06-17 10:24:13,823 - mmaction - INFO - Epoch [25][2120/3757] lr: 1.000e-03, eta: 1 day, 9:08:01, time: 1.098, data_time: 0.002, memory: 7080, top1_acc: 0.6898, top5_acc: 0.8742, loss_cls: 1.2231, loss: 1.2231, grad_norm: 5.6874 2021-06-17 10:24:37,752 - mmaction - INFO - Epoch [25][2140/3757] lr: 1.000e-03, eta: 1 day, 9:07:35, time: 1.193, data_time: 0.003, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9008, loss_cls: 1.0962, loss: 1.0962, grad_norm: 5.2647 2021-06-17 10:24:59,803 - mmaction - INFO - Epoch [25][2160/3757] lr: 1.000e-03, eta: 1 day, 9:07:07, time: 1.106, data_time: 0.005, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8836, loss_cls: 1.2302, loss: 1.2302, grad_norm: 5.8327 2021-06-17 10:25:22,732 - mmaction - INFO - Epoch [25][2180/3757] lr: 1.000e-03, eta: 1 day, 9:06:40, time: 1.147, data_time: 0.002, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8906, loss_cls: 1.1546, loss: 1.1546, grad_norm: 5.4209 2021-06-17 10:25:45,440 - mmaction - INFO - Epoch [25][2200/3757] lr: 1.000e-03, eta: 1 day, 9:06:13, time: 1.129, data_time: 0.003, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8914, loss_cls: 1.1253, loss: 1.1253, grad_norm: 5.4743 2021-06-17 10:26:08,905 - mmaction - INFO - Epoch [25][2220/3757] lr: 1.000e-03, eta: 1 day, 9:05:47, time: 1.180, data_time: 0.010, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8891, loss_cls: 1.2199, loss: 1.2199, grad_norm: 5.5196 2021-06-17 10:26:30,847 - mmaction - INFO - Epoch [25][2240/3757] lr: 1.000e-03, eta: 1 day, 9:05:18, time: 1.096, data_time: 0.001, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8953, loss_cls: 1.1191, loss: 1.1191, grad_norm: 5.4757 2021-06-17 10:26:53,936 - mmaction - INFO - Epoch [25][2260/3757] lr: 1.000e-03, eta: 1 day, 9:04:52, time: 1.155, data_time: 0.006, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8992, loss_cls: 1.1240, loss: 1.1240, grad_norm: 5.2876 2021-06-17 10:27:15,447 - mmaction - INFO - Epoch [25][2280/3757] lr: 1.000e-03, eta: 1 day, 9:04:23, time: 1.069, data_time: 0.005, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8836, loss_cls: 1.1688, loss: 1.1688, grad_norm: 5.5794 2021-06-17 10:27:38,129 - mmaction - INFO - Epoch [25][2300/3757] lr: 1.000e-03, eta: 1 day, 9:03:56, time: 1.139, data_time: 0.426, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8914, loss_cls: 1.2179, loss: 1.2179, grad_norm: 5.5809 2021-06-17 10:28:00,706 - mmaction - INFO - Epoch [25][2320/3757] lr: 1.000e-03, eta: 1 day, 9:03:28, time: 1.128, data_time: 0.321, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8883, loss_cls: 1.1768, loss: 1.1768, grad_norm: 5.6215 2021-06-17 10:28:22,754 - mmaction - INFO - Epoch [25][2340/3757] lr: 1.000e-03, eta: 1 day, 9:03:00, time: 1.105, data_time: 0.106, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8797, loss_cls: 1.1758, loss: 1.1758, grad_norm: 5.5627 2021-06-17 10:28:45,825 - mmaction - INFO - Epoch [25][2360/3757] lr: 1.000e-03, eta: 1 day, 9:02:33, time: 1.154, data_time: 0.070, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8867, loss_cls: 1.2155, loss: 1.2155, grad_norm: 5.5551 2021-06-17 10:29:08,017 - mmaction - INFO - Epoch [25][2380/3757] lr: 1.000e-03, eta: 1 day, 9:02:06, time: 1.109, data_time: 0.034, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8875, loss_cls: 1.1574, loss: 1.1574, grad_norm: 5.5629 2021-06-17 10:29:30,843 - mmaction - INFO - Epoch [25][2400/3757] lr: 1.000e-03, eta: 1 day, 9:01:39, time: 1.142, data_time: 0.183, memory: 7080, top1_acc: 0.6898, top5_acc: 0.8625, loss_cls: 1.2929, loss: 1.2929, grad_norm: 5.7037 2021-06-17 10:29:53,942 - mmaction - INFO - Epoch [25][2420/3757] lr: 1.000e-03, eta: 1 day, 9:01:12, time: 1.153, data_time: 0.151, memory: 7080, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.2144, loss: 1.2144, grad_norm: 5.5690 2021-06-17 10:30:16,909 - mmaction - INFO - Epoch [25][2440/3757] lr: 1.000e-03, eta: 1 day, 9:00:45, time: 1.150, data_time: 0.290, memory: 7080, top1_acc: 0.6758, top5_acc: 0.8852, loss_cls: 1.2545, loss: 1.2545, grad_norm: 5.8553 2021-06-17 10:30:39,273 - mmaction - INFO - Epoch [25][2460/3757] lr: 1.000e-03, eta: 1 day, 9:00:17, time: 1.119, data_time: 0.156, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8859, loss_cls: 1.1527, loss: 1.1527, grad_norm: 5.5504 2021-06-17 10:31:03,795 - mmaction - INFO - Epoch [25][2480/3757] lr: 1.000e-03, eta: 1 day, 8:59:52, time: 1.226, data_time: 0.064, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8867, loss_cls: 1.1472, loss: 1.1472, grad_norm: 5.3720 2021-06-17 10:31:25,770 - mmaction - INFO - Epoch [25][2500/3757] lr: 1.000e-03, eta: 1 day, 8:59:24, time: 1.099, data_time: 0.002, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1891, loss: 1.1891, grad_norm: 5.6470 2021-06-17 10:31:47,966 - mmaction - INFO - Epoch [25][2520/3757] lr: 1.000e-03, eta: 1 day, 8:58:56, time: 1.109, data_time: 0.001, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8969, loss_cls: 1.1638, loss: 1.1638, grad_norm: 5.7057 2021-06-17 10:32:11,076 - mmaction - INFO - Epoch [25][2540/3757] lr: 1.000e-03, eta: 1 day, 8:58:29, time: 1.156, data_time: 0.002, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8953, loss_cls: 1.1386, loss: 1.1386, grad_norm: 5.4015 2021-06-17 10:32:34,594 - mmaction - INFO - Epoch [25][2560/3757] lr: 1.000e-03, eta: 1 day, 8:58:03, time: 1.176, data_time: 0.003, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8906, loss_cls: 1.2077, loss: 1.2077, grad_norm: 5.6526 2021-06-17 10:32:58,167 - mmaction - INFO - Epoch [25][2580/3757] lr: 1.000e-03, eta: 1 day, 8:57:36, time: 1.178, data_time: 0.002, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.2241, loss: 1.2241, grad_norm: 5.6914 2021-06-17 10:33:20,281 - mmaction - INFO - Epoch [25][2600/3757] lr: 1.000e-03, eta: 1 day, 8:57:08, time: 1.105, data_time: 0.002, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8906, loss_cls: 1.1726, loss: 1.1726, grad_norm: 5.6265 2021-06-17 10:33:43,398 - mmaction - INFO - Epoch [25][2620/3757] lr: 1.000e-03, eta: 1 day, 8:56:41, time: 1.157, data_time: 0.002, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8789, loss_cls: 1.2072, loss: 1.2072, grad_norm: 5.5612 2021-06-17 10:34:05,182 - mmaction - INFO - Epoch [25][2640/3757] lr: 1.000e-03, eta: 1 day, 8:56:13, time: 1.089, data_time: 0.001, memory: 7080, top1_acc: 0.6883, top5_acc: 0.8789, loss_cls: 1.2262, loss: 1.2262, grad_norm: 5.6593 2021-06-17 10:34:28,753 - mmaction - INFO - Epoch [25][2660/3757] lr: 1.000e-03, eta: 1 day, 8:55:47, time: 1.177, data_time: 0.001, memory: 7080, top1_acc: 0.6961, top5_acc: 0.8930, loss_cls: 1.1743, loss: 1.1743, grad_norm: 5.4986 2021-06-17 10:34:49,788 - mmaction - INFO - Epoch [25][2680/3757] lr: 1.000e-03, eta: 1 day, 8:55:18, time: 1.052, data_time: 0.085, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8906, loss_cls: 1.1573, loss: 1.1573, grad_norm: 5.4523 2021-06-17 10:35:12,722 - mmaction - INFO - Epoch [25][2700/3757] lr: 1.000e-03, eta: 1 day, 8:54:51, time: 1.147, data_time: 0.044, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8914, loss_cls: 1.2149, loss: 1.2149, grad_norm: 5.7728 2021-06-17 10:35:36,707 - mmaction - INFO - Epoch [25][2720/3757] lr: 1.000e-03, eta: 1 day, 8:54:25, time: 1.196, data_time: 0.383, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.2157, loss: 1.2157, grad_norm: 5.7363 2021-06-17 10:35:59,223 - mmaction - INFO - Epoch [25][2740/3757] lr: 1.000e-03, eta: 1 day, 8:53:58, time: 1.129, data_time: 0.345, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8742, loss_cls: 1.2439, loss: 1.2439, grad_norm: 5.6934 2021-06-17 10:36:21,335 - mmaction - INFO - Epoch [25][2760/3757] lr: 1.000e-03, eta: 1 day, 8:53:30, time: 1.106, data_time: 0.268, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8859, loss_cls: 1.1815, loss: 1.1815, grad_norm: 5.4064 2021-06-17 10:36:44,021 - mmaction - INFO - Epoch [25][2780/3757] lr: 1.000e-03, eta: 1 day, 8:53:02, time: 1.134, data_time: 0.309, memory: 7080, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2366, loss: 1.2366, grad_norm: 5.6387 2021-06-17 10:37:07,016 - mmaction - INFO - Epoch [25][2800/3757] lr: 1.000e-03, eta: 1 day, 8:52:35, time: 1.149, data_time: 0.062, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8859, loss_cls: 1.1095, loss: 1.1095, grad_norm: 5.3958 2021-06-17 10:37:29,308 - mmaction - INFO - Epoch [25][2820/3757] lr: 1.000e-03, eta: 1 day, 8:52:08, time: 1.114, data_time: 0.118, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8906, loss_cls: 1.1379, loss: 1.1379, grad_norm: 5.4646 2021-06-17 10:37:52,169 - mmaction - INFO - Epoch [25][2840/3757] lr: 1.000e-03, eta: 1 day, 8:51:41, time: 1.144, data_time: 0.254, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.2063, loss: 1.2063, grad_norm: 5.5119 2021-06-17 10:38:14,193 - mmaction - INFO - Epoch [25][2860/3757] lr: 1.000e-03, eta: 1 day, 8:51:13, time: 1.101, data_time: 0.001, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8891, loss_cls: 1.1485, loss: 1.1485, grad_norm: 5.5204 2021-06-17 10:38:36,765 - mmaction - INFO - Epoch [25][2880/3757] lr: 1.000e-03, eta: 1 day, 8:50:45, time: 1.127, data_time: 0.115, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8930, loss_cls: 1.2106, loss: 1.2106, grad_norm: 5.5675 2021-06-17 10:39:00,959 - mmaction - INFO - Epoch [25][2900/3757] lr: 1.000e-03, eta: 1 day, 8:50:20, time: 1.211, data_time: 0.004, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8938, loss_cls: 1.1590, loss: 1.1590, grad_norm: 5.5184 2021-06-17 10:39:23,493 - mmaction - INFO - Epoch [25][2920/3757] lr: 1.000e-03, eta: 1 day, 8:49:52, time: 1.127, data_time: 0.002, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8961, loss_cls: 1.1721, loss: 1.1721, grad_norm: 5.6127 2021-06-17 10:39:46,744 - mmaction - INFO - Epoch [25][2940/3757] lr: 1.000e-03, eta: 1 day, 8:49:26, time: 1.158, data_time: 0.002, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2147, loss: 1.2147, grad_norm: 5.5265 2021-06-17 10:40:09,528 - mmaction - INFO - Epoch [25][2960/3757] lr: 1.000e-03, eta: 1 day, 8:48:59, time: 1.142, data_time: 0.006, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8961, loss_cls: 1.1514, loss: 1.1514, grad_norm: 5.3834 2021-06-17 10:40:32,609 - mmaction - INFO - Epoch [25][2980/3757] lr: 1.000e-03, eta: 1 day, 8:48:32, time: 1.156, data_time: 0.004, memory: 7080, top1_acc: 0.6805, top5_acc: 0.8773, loss_cls: 1.2262, loss: 1.2262, grad_norm: 5.6626 2021-06-17 10:40:54,487 - mmaction - INFO - Epoch [25][3000/3757] lr: 1.000e-03, eta: 1 day, 8:48:04, time: 1.094, data_time: 0.005, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8805, loss_cls: 1.1703, loss: 1.1703, grad_norm: 5.4075 2021-06-17 10:41:17,046 - mmaction - INFO - Epoch [25][3020/3757] lr: 1.000e-03, eta: 1 day, 8:47:36, time: 1.127, data_time: 0.017, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8930, loss_cls: 1.1545, loss: 1.1545, grad_norm: 5.4643 2021-06-17 10:41:40,481 - mmaction - INFO - Epoch [25][3040/3757] lr: 1.000e-03, eta: 1 day, 8:47:10, time: 1.172, data_time: 0.209, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8773, loss_cls: 1.1900, loss: 1.1900, grad_norm: 5.5237 2021-06-17 10:42:04,419 - mmaction - INFO - Epoch [25][3060/3757] lr: 1.000e-03, eta: 1 day, 8:46:44, time: 1.197, data_time: 0.099, memory: 7080, top1_acc: 0.7008, top5_acc: 0.9008, loss_cls: 1.1788, loss: 1.1788, grad_norm: 5.6556 2021-06-17 10:42:27,382 - mmaction - INFO - Epoch [25][3080/3757] lr: 1.000e-03, eta: 1 day, 8:46:17, time: 1.147, data_time: 0.090, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8805, loss_cls: 1.1756, loss: 1.1756, grad_norm: 5.5387 2021-06-17 10:42:49,702 - mmaction - INFO - Epoch [25][3100/3757] lr: 1.000e-03, eta: 1 day, 8:45:49, time: 1.117, data_time: 0.004, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8773, loss_cls: 1.1907, loss: 1.1907, grad_norm: 5.6399 2021-06-17 10:43:12,230 - mmaction - INFO - Epoch [25][3120/3757] lr: 1.000e-03, eta: 1 day, 8:45:22, time: 1.115, data_time: 0.061, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8891, loss_cls: 1.1848, loss: 1.1848, grad_norm: 5.6506 2021-06-17 10:43:36,485 - mmaction - INFO - Epoch [25][3140/3757] lr: 1.000e-03, eta: 1 day, 8:44:56, time: 1.224, data_time: 0.407, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1681, loss: 1.1681, grad_norm: 5.3588 2021-06-17 10:43:57,596 - mmaction - INFO - Epoch [25][3160/3757] lr: 1.000e-03, eta: 1 day, 8:44:27, time: 1.056, data_time: 0.155, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8867, loss_cls: 1.2141, loss: 1.2141, grad_norm: 5.7399 2021-06-17 10:44:20,112 - mmaction - INFO - Epoch [25][3180/3757] lr: 1.000e-03, eta: 1 day, 8:44:00, time: 1.125, data_time: 0.134, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.1054, loss: 1.1054, grad_norm: 5.3445 2021-06-17 10:44:43,778 - mmaction - INFO - Epoch [25][3200/3757] lr: 1.000e-03, eta: 1 day, 8:43:34, time: 1.184, data_time: 0.002, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1497, loss: 1.1497, grad_norm: 5.2995 2021-06-17 10:45:06,505 - mmaction - INFO - Epoch [25][3220/3757] lr: 1.000e-03, eta: 1 day, 8:43:07, time: 1.136, data_time: 0.002, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8797, loss_cls: 1.2029, loss: 1.2029, grad_norm: 5.5611 2021-06-17 10:45:28,552 - mmaction - INFO - Epoch [25][3240/3757] lr: 1.000e-03, eta: 1 day, 8:42:39, time: 1.103, data_time: 0.002, memory: 7080, top1_acc: 0.7109, top5_acc: 0.9016, loss_cls: 1.1155, loss: 1.1155, grad_norm: 5.4633 2021-06-17 10:45:52,036 - mmaction - INFO - Epoch [25][3260/3757] lr: 1.000e-03, eta: 1 day, 8:42:12, time: 1.170, data_time: 0.047, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8906, loss_cls: 1.1347, loss: 1.1347, grad_norm: 5.6174 2021-06-17 10:46:14,207 - mmaction - INFO - Epoch [25][3280/3757] lr: 1.000e-03, eta: 1 day, 8:41:45, time: 1.113, data_time: 0.072, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.1803, loss: 1.1803, grad_norm: 5.5145 2021-06-17 10:46:36,606 - mmaction - INFO - Epoch [25][3300/3757] lr: 1.000e-03, eta: 1 day, 8:41:17, time: 1.119, data_time: 0.045, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8914, loss_cls: 1.1352, loss: 1.1352, grad_norm: 5.4867 2021-06-17 10:46:59,072 - mmaction - INFO - Epoch [25][3320/3757] lr: 1.000e-03, eta: 1 day, 8:40:50, time: 1.124, data_time: 0.022, memory: 7080, top1_acc: 0.6898, top5_acc: 0.8781, loss_cls: 1.2327, loss: 1.2327, grad_norm: 5.6355 2021-06-17 10:47:21,999 - mmaction - INFO - Epoch [25][3340/3757] lr: 1.000e-03, eta: 1 day, 8:40:23, time: 1.146, data_time: 0.002, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.1887, loss: 1.1887, grad_norm: 5.5548 2021-06-17 10:47:43,982 - mmaction - INFO - Epoch [25][3360/3757] lr: 1.000e-03, eta: 1 day, 8:39:55, time: 1.099, data_time: 0.006, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1441, loss: 1.1441, grad_norm: 5.5635 2021-06-17 10:48:07,181 - mmaction - INFO - Epoch [25][3380/3757] lr: 1.000e-03, eta: 1 day, 8:39:28, time: 1.161, data_time: 0.071, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8969, loss_cls: 1.1651, loss: 1.1651, grad_norm: 5.4866 2021-06-17 10:48:30,506 - mmaction - INFO - Epoch [25][3400/3757] lr: 1.000e-03, eta: 1 day, 8:39:02, time: 1.162, data_time: 0.188, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8961, loss_cls: 1.1778, loss: 1.1778, grad_norm: 5.7449 2021-06-17 10:48:53,131 - mmaction - INFO - Epoch [25][3420/3757] lr: 1.000e-03, eta: 1 day, 8:38:34, time: 1.135, data_time: 0.217, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2592, loss: 1.2592, grad_norm: 5.6332 2021-06-17 10:49:15,631 - mmaction - INFO - Epoch [25][3440/3757] lr: 1.000e-03, eta: 1 day, 8:38:07, time: 1.125, data_time: 0.084, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.1443, loss: 1.1443, grad_norm: 5.5232 2021-06-17 10:49:39,558 - mmaction - INFO - Epoch [25][3460/3757] lr: 1.000e-03, eta: 1 day, 8:37:41, time: 1.196, data_time: 0.002, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.2120, loss: 1.2120, grad_norm: 5.7574 2021-06-17 10:50:01,169 - mmaction - INFO - Epoch [25][3480/3757] lr: 1.000e-03, eta: 1 day, 8:37:13, time: 1.082, data_time: 0.002, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1143, loss: 1.1143, grad_norm: 5.4754 2021-06-17 10:50:23,722 - mmaction - INFO - Epoch [25][3500/3757] lr: 1.000e-03, eta: 1 day, 8:36:45, time: 1.127, data_time: 0.003, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8930, loss_cls: 1.1873, loss: 1.1873, grad_norm: 5.6048 2021-06-17 10:50:46,234 - mmaction - INFO - Epoch [25][3520/3757] lr: 1.000e-03, eta: 1 day, 8:36:18, time: 1.125, data_time: 0.027, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8969, loss_cls: 1.1113, loss: 1.1113, grad_norm: 5.4258 2021-06-17 10:51:07,850 - mmaction - INFO - Epoch [25][3540/3757] lr: 1.000e-03, eta: 1 day, 8:35:50, time: 1.079, data_time: 0.025, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8969, loss_cls: 1.0924, loss: 1.0924, grad_norm: 5.4410 2021-06-17 10:51:31,089 - mmaction - INFO - Epoch [25][3560/3757] lr: 1.000e-03, eta: 1 day, 8:35:23, time: 1.164, data_time: 0.173, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.1854, loss: 1.1854, grad_norm: 5.6396 2021-06-17 10:51:53,629 - mmaction - INFO - Epoch [25][3580/3757] lr: 1.000e-03, eta: 1 day, 8:34:56, time: 1.128, data_time: 0.134, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8883, loss_cls: 1.1996, loss: 1.1996, grad_norm: 5.5491 2021-06-17 10:52:15,483 - mmaction - INFO - Epoch [25][3600/3757] lr: 1.000e-03, eta: 1 day, 8:34:28, time: 1.091, data_time: 0.196, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8961, loss_cls: 1.1156, loss: 1.1156, grad_norm: 5.4949 2021-06-17 10:52:38,433 - mmaction - INFO - Epoch [25][3620/3757] lr: 1.000e-03, eta: 1 day, 8:34:01, time: 1.148, data_time: 0.171, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8867, loss_cls: 1.1711, loss: 1.1711, grad_norm: 5.5202 2021-06-17 10:53:01,377 - mmaction - INFO - Epoch [25][3640/3757] lr: 1.000e-03, eta: 1 day, 8:33:34, time: 1.148, data_time: 0.002, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8859, loss_cls: 1.2323, loss: 1.2323, grad_norm: 5.6278 2021-06-17 10:53:24,560 - mmaction - INFO - Epoch [25][3660/3757] lr: 1.000e-03, eta: 1 day, 8:33:07, time: 1.159, data_time: 0.006, memory: 7080, top1_acc: 0.6789, top5_acc: 0.8930, loss_cls: 1.1950, loss: 1.1950, grad_norm: 5.5635 2021-06-17 10:53:47,688 - mmaction - INFO - Epoch [25][3680/3757] lr: 1.000e-03, eta: 1 day, 8:32:41, time: 1.156, data_time: 0.082, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1507, loss: 1.1507, grad_norm: 5.6129 2021-06-17 10:54:09,873 - mmaction - INFO - Epoch [25][3700/3757] lr: 1.000e-03, eta: 1 day, 8:32:13, time: 1.109, data_time: 0.087, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8781, loss_cls: 1.2195, loss: 1.2195, grad_norm: 5.5547 2021-06-17 10:54:32,864 - mmaction - INFO - Epoch [25][3720/3757] lr: 1.000e-03, eta: 1 day, 8:31:46, time: 1.149, data_time: 0.212, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.2112, loss: 1.2112, grad_norm: 5.6603 2021-06-17 10:54:55,515 - mmaction - INFO - Epoch [25][3740/3757] lr: 1.000e-03, eta: 1 day, 8:31:19, time: 1.132, data_time: 0.049, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2184, loss: 1.2184, grad_norm: 5.5217 2021-06-17 10:55:17,305 - mmaction - INFO - Saving checkpoint at 25 epochs 2021-06-17 11:02:57,353 - mmaction - INFO - Epoch [26][20/3757] lr: 1.000e-03, eta: 1 day, 8:37:26, time: 22.955, data_time: 22.061, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8938, loss_cls: 1.1131, loss: 1.1131, grad_norm: 5.3514 2021-06-17 11:03:19,953 - mmaction - INFO - Epoch [26][40/3757] lr: 1.000e-03, eta: 1 day, 8:36:58, time: 1.131, data_time: 0.226, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.1600, loss: 1.1600, grad_norm: 5.3574 2021-06-17 11:03:43,057 - mmaction - INFO - Epoch [26][60/3757] lr: 1.000e-03, eta: 1 day, 8:36:31, time: 1.155, data_time: 0.195, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.1781, loss: 1.1781, grad_norm: 5.3680 2021-06-17 11:04:05,227 - mmaction - INFO - Epoch [26][80/3757] lr: 1.000e-03, eta: 1 day, 8:36:03, time: 1.107, data_time: 0.182, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8734, loss_cls: 1.1679, loss: 1.1679, grad_norm: 5.4346 2021-06-17 11:04:27,874 - mmaction - INFO - Epoch [26][100/3757] lr: 1.000e-03, eta: 1 day, 8:35:36, time: 1.135, data_time: 0.123, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8969, loss_cls: 1.1596, loss: 1.1596, grad_norm: 5.5040 2021-06-17 11:04:51,176 - mmaction - INFO - Epoch [26][120/3757] lr: 1.000e-03, eta: 1 day, 8:35:09, time: 1.165, data_time: 0.004, memory: 7080, top1_acc: 0.6906, top5_acc: 0.8805, loss_cls: 1.2140, loss: 1.2140, grad_norm: 5.5575 2021-06-17 11:05:13,958 - mmaction - INFO - Epoch [26][140/3757] lr: 1.000e-03, eta: 1 day, 8:34:42, time: 1.138, data_time: 0.002, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8820, loss_cls: 1.1263, loss: 1.1263, grad_norm: 5.3446 2021-06-17 11:05:36,240 - mmaction - INFO - Epoch [26][160/3757] lr: 1.000e-03, eta: 1 day, 8:34:14, time: 1.114, data_time: 0.058, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8867, loss_cls: 1.1370, loss: 1.1370, grad_norm: 5.4769 2021-06-17 11:05:58,946 - mmaction - INFO - Epoch [26][180/3757] lr: 1.000e-03, eta: 1 day, 8:33:47, time: 1.135, data_time: 0.015, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1575, loss: 1.1575, grad_norm: 5.5150 2021-06-17 11:06:23,645 - mmaction - INFO - Epoch [26][200/3757] lr: 1.000e-03, eta: 1 day, 8:33:22, time: 1.236, data_time: 0.003, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8812, loss_cls: 1.1945, loss: 1.1945, grad_norm: 5.5174 2021-06-17 11:06:45,650 - mmaction - INFO - Epoch [26][220/3757] lr: 1.000e-03, eta: 1 day, 8:32:54, time: 1.096, data_time: 0.001, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8867, loss_cls: 1.1648, loss: 1.1648, grad_norm: 5.3790 2021-06-17 11:07:08,133 - mmaction - INFO - Epoch [26][240/3757] lr: 1.000e-03, eta: 1 day, 8:32:26, time: 1.128, data_time: 0.007, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8883, loss_cls: 1.1904, loss: 1.1904, grad_norm: 5.5083 2021-06-17 11:07:30,757 - mmaction - INFO - Epoch [26][260/3757] lr: 1.000e-03, eta: 1 day, 8:31:59, time: 1.128, data_time: 0.002, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8945, loss_cls: 1.0937, loss: 1.0937, grad_norm: 5.4316 2021-06-17 11:07:53,500 - mmaction - INFO - Epoch [26][280/3757] lr: 1.000e-03, eta: 1 day, 8:31:31, time: 1.140, data_time: 0.005, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8875, loss_cls: 1.1973, loss: 1.1973, grad_norm: 5.6452 2021-06-17 11:08:16,866 - mmaction - INFO - Epoch [26][300/3757] lr: 1.000e-03, eta: 1 day, 8:31:05, time: 1.167, data_time: 0.001, memory: 7080, top1_acc: 0.7203, top5_acc: 0.9016, loss_cls: 1.0837, loss: 1.0837, grad_norm: 5.3119 2021-06-17 11:08:40,088 - mmaction - INFO - Epoch [26][320/3757] lr: 1.000e-03, eta: 1 day, 8:30:38, time: 1.162, data_time: 0.003, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9023, loss_cls: 1.1037, loss: 1.1037, grad_norm: 5.5407 2021-06-17 11:09:01,987 - mmaction - INFO - Epoch [26][340/3757] lr: 1.000e-03, eta: 1 day, 8:30:10, time: 1.096, data_time: 0.002, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8938, loss_cls: 1.1414, loss: 1.1414, grad_norm: 5.5068 2021-06-17 11:09:24,911 - mmaction - INFO - Epoch [26][360/3757] lr: 1.000e-03, eta: 1 day, 8:29:43, time: 1.146, data_time: 0.019, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8938, loss_cls: 1.1171, loss: 1.1171, grad_norm: 5.4980 2021-06-17 11:09:47,925 - mmaction - INFO - Epoch [26][380/3757] lr: 1.000e-03, eta: 1 day, 8:29:16, time: 1.151, data_time: 0.002, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.1916, loss: 1.1916, grad_norm: 5.4935 2021-06-17 11:10:10,655 - mmaction - INFO - Epoch [26][400/3757] lr: 1.000e-03, eta: 1 day, 8:28:49, time: 1.137, data_time: 0.011, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8875, loss_cls: 1.1847, loss: 1.1847, grad_norm: 5.5604 2021-06-17 11:10:33,595 - mmaction - INFO - Epoch [26][420/3757] lr: 1.000e-03, eta: 1 day, 8:28:22, time: 1.146, data_time: 0.024, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8867, loss_cls: 1.1652, loss: 1.1652, grad_norm: 5.5756 2021-06-17 11:10:56,932 - mmaction - INFO - Epoch [26][440/3757] lr: 1.000e-03, eta: 1 day, 8:27:55, time: 1.166, data_time: 0.152, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8977, loss_cls: 1.1618, loss: 1.1618, grad_norm: 5.6665 2021-06-17 11:11:18,231 - mmaction - INFO - Epoch [26][460/3757] lr: 1.000e-03, eta: 1 day, 8:27:26, time: 1.067, data_time: 0.149, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8805, loss_cls: 1.1717, loss: 1.1717, grad_norm: 5.4381 2021-06-17 11:11:40,583 - mmaction - INFO - Epoch [26][480/3757] lr: 1.000e-03, eta: 1 day, 8:26:59, time: 1.116, data_time: 0.003, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8977, loss_cls: 1.1308, loss: 1.1308, grad_norm: 5.4525 2021-06-17 11:12:03,614 - mmaction - INFO - Epoch [26][500/3757] lr: 1.000e-03, eta: 1 day, 8:26:32, time: 1.153, data_time: 0.050, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1689, loss: 1.1689, grad_norm: 5.5879 2021-06-17 11:12:25,997 - mmaction - INFO - Epoch [26][520/3757] lr: 1.000e-03, eta: 1 day, 8:26:04, time: 1.115, data_time: 0.109, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8891, loss_cls: 1.1832, loss: 1.1832, grad_norm: 5.7665 2021-06-17 11:12:48,569 - mmaction - INFO - Epoch [26][540/3757] lr: 1.000e-03, eta: 1 day, 8:25:37, time: 1.129, data_time: 0.087, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8906, loss_cls: 1.1464, loss: 1.1464, grad_norm: 5.4928 2021-06-17 11:13:11,255 - mmaction - INFO - Epoch [26][560/3757] lr: 1.000e-03, eta: 1 day, 8:25:09, time: 1.135, data_time: 0.118, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.1759, loss: 1.1759, grad_norm: 5.6131 2021-06-17 11:13:34,888 - mmaction - INFO - Epoch [26][580/3757] lr: 1.000e-03, eta: 1 day, 8:24:43, time: 1.184, data_time: 0.065, memory: 7080, top1_acc: 0.6906, top5_acc: 0.8953, loss_cls: 1.1879, loss: 1.1879, grad_norm: 5.6292 2021-06-17 11:13:57,103 - mmaction - INFO - Epoch [26][600/3757] lr: 1.000e-03, eta: 1 day, 8:24:15, time: 1.113, data_time: 0.057, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8945, loss_cls: 1.1331, loss: 1.1331, grad_norm: 5.5467 2021-06-17 11:14:19,417 - mmaction - INFO - Epoch [26][620/3757] lr: 1.000e-03, eta: 1 day, 8:23:48, time: 1.115, data_time: 0.164, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.1326, loss: 1.1326, grad_norm: 5.3815 2021-06-17 11:14:42,895 - mmaction - INFO - Epoch [26][640/3757] lr: 1.000e-03, eta: 1 day, 8:23:21, time: 1.174, data_time: 0.058, memory: 7080, top1_acc: 0.6766, top5_acc: 0.8891, loss_cls: 1.2315, loss: 1.2315, grad_norm: 5.7910 2021-06-17 11:15:06,772 - mmaction - INFO - Epoch [26][660/3757] lr: 1.000e-03, eta: 1 day, 8:22:55, time: 1.194, data_time: 0.002, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1664, loss: 1.1664, grad_norm: 5.3563 2021-06-17 11:15:30,632 - mmaction - INFO - Epoch [26][680/3757] lr: 1.000e-03, eta: 1 day, 8:22:29, time: 1.191, data_time: 0.002, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1300, loss: 1.1300, grad_norm: 5.4540 2021-06-17 11:15:53,555 - mmaction - INFO - Epoch [26][700/3757] lr: 1.000e-03, eta: 1 day, 8:22:02, time: 1.148, data_time: 0.003, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8984, loss_cls: 1.1024, loss: 1.1024, grad_norm: 5.4485 2021-06-17 11:16:16,476 - mmaction - INFO - Epoch [26][720/3757] lr: 1.000e-03, eta: 1 day, 8:21:35, time: 1.146, data_time: 0.003, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1226, loss: 1.1226, grad_norm: 5.5051 2021-06-17 11:16:38,786 - mmaction - INFO - Epoch [26][740/3757] lr: 1.000e-03, eta: 1 day, 8:21:07, time: 1.111, data_time: 0.002, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8859, loss_cls: 1.1245, loss: 1.1245, grad_norm: 5.3799 2021-06-17 11:17:00,462 - mmaction - INFO - Epoch [26][760/3757] lr: 1.000e-03, eta: 1 day, 8:20:39, time: 1.089, data_time: 0.007, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1325, loss: 1.1325, grad_norm: 5.3319 2021-06-17 11:17:22,410 - mmaction - INFO - Epoch [26][780/3757] lr: 1.000e-03, eta: 1 day, 8:20:11, time: 1.097, data_time: 0.001, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8898, loss_cls: 1.2037, loss: 1.2037, grad_norm: 5.7894 2021-06-17 11:17:47,019 - mmaction - INFO - Epoch [26][800/3757] lr: 1.000e-03, eta: 1 day, 8:19:46, time: 1.231, data_time: 0.002, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8992, loss_cls: 1.1366, loss: 1.1366, grad_norm: 5.5952 2021-06-17 11:18:12,073 - mmaction - INFO - Epoch [26][820/3757] lr: 1.000e-03, eta: 1 day, 8:19:21, time: 1.252, data_time: 0.001, memory: 7080, top1_acc: 0.6883, top5_acc: 0.8727, loss_cls: 1.2390, loss: 1.2390, grad_norm: 5.8320 2021-06-17 11:18:33,005 - mmaction - INFO - Epoch [26][840/3757] lr: 1.000e-03, eta: 1 day, 8:18:52, time: 1.047, data_time: 0.002, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1740, loss: 1.1740, grad_norm: 5.6063 2021-06-17 11:18:54,739 - mmaction - INFO - Epoch [26][860/3757] lr: 1.000e-03, eta: 1 day, 8:18:23, time: 1.087, data_time: 0.001, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8945, loss_cls: 1.1235, loss: 1.1235, grad_norm: 5.5041 2021-06-17 11:19:17,713 - mmaction - INFO - Epoch [26][880/3757] lr: 1.000e-03, eta: 1 day, 8:17:56, time: 1.149, data_time: 0.001, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.1290, loss: 1.1290, grad_norm: 5.4283 2021-06-17 11:19:41,715 - mmaction - INFO - Epoch [26][900/3757] lr: 1.000e-03, eta: 1 day, 8:17:30, time: 1.200, data_time: 0.001, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8914, loss_cls: 1.1415, loss: 1.1415, grad_norm: 5.6170 2021-06-17 11:20:03,872 - mmaction - INFO - Epoch [26][920/3757] lr: 1.000e-03, eta: 1 day, 8:17:03, time: 1.107, data_time: 0.166, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8945, loss_cls: 1.1393, loss: 1.1393, grad_norm: 5.6759 2021-06-17 11:20:26,677 - mmaction - INFO - Epoch [26][940/3757] lr: 1.000e-03, eta: 1 day, 8:16:36, time: 1.139, data_time: 0.350, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8797, loss_cls: 1.2187, loss: 1.2187, grad_norm: 5.7297 2021-06-17 11:20:49,061 - mmaction - INFO - Epoch [26][960/3757] lr: 1.000e-03, eta: 1 day, 8:16:08, time: 1.121, data_time: 0.003, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8969, loss_cls: 1.1301, loss: 1.1301, grad_norm: 5.6731 2021-06-17 11:21:12,107 - mmaction - INFO - Epoch [26][980/3757] lr: 1.000e-03, eta: 1 day, 8:15:41, time: 1.148, data_time: 0.002, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8867, loss_cls: 1.1458, loss: 1.1458, grad_norm: 5.6920 2021-06-17 11:21:35,792 - mmaction - INFO - Epoch [26][1000/3757] lr: 1.000e-03, eta: 1 day, 8:15:15, time: 1.188, data_time: 0.005, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8820, loss_cls: 1.2102, loss: 1.2102, grad_norm: 5.8279 2021-06-17 11:21:58,781 - mmaction - INFO - Epoch [26][1020/3757] lr: 1.000e-03, eta: 1 day, 8:14:48, time: 1.149, data_time: 0.002, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8836, loss_cls: 1.1669, loss: 1.1669, grad_norm: 5.6672 2021-06-17 11:22:22,807 - mmaction - INFO - Epoch [26][1040/3757] lr: 1.000e-03, eta: 1 day, 8:14:22, time: 1.202, data_time: 0.002, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8828, loss_cls: 1.1736, loss: 1.1736, grad_norm: 5.6205 2021-06-17 11:22:45,159 - mmaction - INFO - Epoch [26][1060/3757] lr: 1.000e-03, eta: 1 day, 8:13:54, time: 1.118, data_time: 0.001, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1769, loss: 1.1769, grad_norm: 5.5699 2021-06-17 11:23:07,715 - mmaction - INFO - Epoch [26][1080/3757] lr: 1.000e-03, eta: 1 day, 8:13:27, time: 1.128, data_time: 0.002, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8922, loss_cls: 1.1330, loss: 1.1330, grad_norm: 5.6045 2021-06-17 11:23:29,760 - mmaction - INFO - Epoch [26][1100/3757] lr: 1.000e-03, eta: 1 day, 8:12:59, time: 1.102, data_time: 0.002, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8969, loss_cls: 1.1604, loss: 1.1604, grad_norm: 5.5475 2021-06-17 11:23:53,501 - mmaction - INFO - Epoch [26][1120/3757] lr: 1.000e-03, eta: 1 day, 8:12:33, time: 1.188, data_time: 0.003, memory: 7080, top1_acc: 0.6961, top5_acc: 0.8805, loss_cls: 1.2087, loss: 1.2087, grad_norm: 5.6182 2021-06-17 11:24:15,974 - mmaction - INFO - Epoch [26][1140/3757] lr: 1.000e-03, eta: 1 day, 8:12:06, time: 1.123, data_time: 0.001, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1317, loss: 1.1317, grad_norm: 5.3286 2021-06-17 11:24:38,549 - mmaction - INFO - Epoch [26][1160/3757] lr: 1.000e-03, eta: 1 day, 8:11:38, time: 1.129, data_time: 0.003, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8906, loss_cls: 1.1906, loss: 1.1906, grad_norm: 5.7127 2021-06-17 11:25:01,744 - mmaction - INFO - Epoch [26][1180/3757] lr: 1.000e-03, eta: 1 day, 8:11:11, time: 1.158, data_time: 0.002, memory: 7080, top1_acc: 0.6773, top5_acc: 0.8836, loss_cls: 1.2291, loss: 1.2291, grad_norm: 5.7306 2021-06-17 11:25:23,625 - mmaction - INFO - Epoch [26][1200/3757] lr: 1.000e-03, eta: 1 day, 8:10:43, time: 1.095, data_time: 0.004, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8844, loss_cls: 1.1770, loss: 1.1770, grad_norm: 5.5849 2021-06-17 11:25:46,977 - mmaction - INFO - Epoch [26][1220/3757] lr: 1.000e-03, eta: 1 day, 8:10:17, time: 1.168, data_time: 0.003, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8914, loss_cls: 1.1630, loss: 1.1630, grad_norm: 5.5940 2021-06-17 11:26:08,933 - mmaction - INFO - Epoch [26][1240/3757] lr: 1.000e-03, eta: 1 day, 8:09:49, time: 1.098, data_time: 0.002, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8930, loss_cls: 1.1359, loss: 1.1359, grad_norm: 5.4487 2021-06-17 11:26:32,019 - mmaction - INFO - Epoch [26][1260/3757] lr: 1.000e-03, eta: 1 day, 8:09:22, time: 1.153, data_time: 0.002, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8914, loss_cls: 1.1324, loss: 1.1324, grad_norm: 5.3933 2021-06-17 11:26:54,814 - mmaction - INFO - Epoch [26][1280/3757] lr: 1.000e-03, eta: 1 day, 8:08:55, time: 1.141, data_time: 0.113, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.2139, loss: 1.2139, grad_norm: 5.5346 2021-06-17 11:27:16,721 - mmaction - INFO - Epoch [26][1300/3757] lr: 1.000e-03, eta: 1 day, 8:08:27, time: 1.093, data_time: 0.036, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1563, loss: 1.1563, grad_norm: 5.4374 2021-06-17 11:27:39,248 - mmaction - INFO - Epoch [26][1320/3757] lr: 1.000e-03, eta: 1 day, 8:08:00, time: 1.129, data_time: 0.218, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9039, loss_cls: 1.1137, loss: 1.1137, grad_norm: 5.4692 2021-06-17 11:28:02,905 - mmaction - INFO - Epoch [26][1340/3757] lr: 1.000e-03, eta: 1 day, 8:07:33, time: 1.181, data_time: 0.246, memory: 7080, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.1791, loss: 1.1791, grad_norm: 5.4960 2021-06-17 11:28:24,780 - mmaction - INFO - Epoch [26][1360/3757] lr: 1.000e-03, eta: 1 day, 8:07:05, time: 1.091, data_time: 0.133, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2403, loss: 1.2403, grad_norm: 5.8641 2021-06-17 11:28:48,073 - mmaction - INFO - Epoch [26][1380/3757] lr: 1.000e-03, eta: 1 day, 8:06:39, time: 1.168, data_time: 0.006, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8898, loss_cls: 1.1656, loss: 1.1656, grad_norm: 5.5663 2021-06-17 11:29:11,335 - mmaction - INFO - Epoch [26][1400/3757] lr: 1.000e-03, eta: 1 day, 8:06:12, time: 1.165, data_time: 0.003, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8922, loss_cls: 1.1443, loss: 1.1443, grad_norm: 5.5407 2021-06-17 11:29:33,449 - mmaction - INFO - Epoch [26][1420/3757] lr: 1.000e-03, eta: 1 day, 8:05:44, time: 1.106, data_time: 0.001, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1254, loss: 1.1254, grad_norm: 5.5686 2021-06-17 11:29:56,442 - mmaction - INFO - Epoch [26][1440/3757] lr: 1.000e-03, eta: 1 day, 8:05:17, time: 1.149, data_time: 0.090, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8805, loss_cls: 1.1947, loss: 1.1947, grad_norm: 5.4553 2021-06-17 11:30:19,546 - mmaction - INFO - Epoch [26][1460/3757] lr: 1.000e-03, eta: 1 day, 8:04:51, time: 1.155, data_time: 0.061, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2129, loss: 1.2129, grad_norm: 5.5778 2021-06-17 11:30:40,739 - mmaction - INFO - Epoch [26][1480/3757] lr: 1.000e-03, eta: 1 day, 8:04:22, time: 1.059, data_time: 0.169, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8867, loss_cls: 1.1441, loss: 1.1441, grad_norm: 5.5279 2021-06-17 11:31:04,921 - mmaction - INFO - Epoch [26][1500/3757] lr: 1.000e-03, eta: 1 day, 8:03:56, time: 1.208, data_time: 0.128, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8844, loss_cls: 1.1291, loss: 1.1291, grad_norm: 5.3718 2021-06-17 11:31:27,835 - mmaction - INFO - Epoch [26][1520/3757] lr: 1.000e-03, eta: 1 day, 8:03:29, time: 1.146, data_time: 0.477, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.2093, loss: 1.2093, grad_norm: 5.8113 2021-06-17 11:31:49,637 - mmaction - INFO - Epoch [26][1540/3757] lr: 1.000e-03, eta: 1 day, 8:03:01, time: 1.093, data_time: 0.182, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8938, loss_cls: 1.1341, loss: 1.1341, grad_norm: 5.6645 2021-06-17 11:32:13,257 - mmaction - INFO - Epoch [26][1560/3757] lr: 1.000e-03, eta: 1 day, 8:02:35, time: 1.180, data_time: 0.069, memory: 7080, top1_acc: 0.7063, top5_acc: 0.9094, loss_cls: 1.1292, loss: 1.1292, grad_norm: 5.6369 2021-06-17 11:32:35,198 - mmaction - INFO - Epoch [26][1580/3757] lr: 1.000e-03, eta: 1 day, 8:02:07, time: 1.098, data_time: 0.033, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8883, loss_cls: 1.1827, loss: 1.1827, grad_norm: 5.7740 2021-06-17 11:32:57,697 - mmaction - INFO - Epoch [26][1600/3757] lr: 1.000e-03, eta: 1 day, 8:01:40, time: 1.124, data_time: 0.002, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8906, loss_cls: 1.1537, loss: 1.1537, grad_norm: 5.4992 2021-06-17 11:33:20,271 - mmaction - INFO - Epoch [26][1620/3757] lr: 1.000e-03, eta: 1 day, 8:01:12, time: 1.130, data_time: 0.023, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.2074, loss: 1.2074, grad_norm: 5.7199 2021-06-17 11:33:43,136 - mmaction - INFO - Epoch [26][1640/3757] lr: 1.000e-03, eta: 1 day, 8:00:45, time: 1.141, data_time: 0.181, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1774, loss: 1.1774, grad_norm: 5.6926 2021-06-17 11:34:06,902 - mmaction - INFO - Epoch [26][1660/3757] lr: 1.000e-03, eta: 1 day, 8:00:19, time: 1.189, data_time: 0.287, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8945, loss_cls: 1.0876, loss: 1.0876, grad_norm: 5.4097 2021-06-17 11:34:29,104 - mmaction - INFO - Epoch [26][1680/3757] lr: 1.000e-03, eta: 1 day, 7:59:51, time: 1.107, data_time: 0.048, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8945, loss_cls: 1.1387, loss: 1.1387, grad_norm: 5.4824 2021-06-17 11:34:51,957 - mmaction - INFO - Epoch [26][1700/3757] lr: 1.000e-03, eta: 1 day, 7:59:24, time: 1.147, data_time: 0.127, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8953, loss_cls: 1.1865, loss: 1.1865, grad_norm: 5.7670 2021-06-17 11:35:14,992 - mmaction - INFO - Epoch [26][1720/3757] lr: 1.000e-03, eta: 1 day, 7:58:58, time: 1.152, data_time: 0.196, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8930, loss_cls: 1.1368, loss: 1.1368, grad_norm: 5.4877 2021-06-17 11:35:37,627 - mmaction - INFO - Epoch [26][1740/3757] lr: 1.000e-03, eta: 1 day, 7:58:30, time: 1.132, data_time: 0.004, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9055, loss_cls: 1.0788, loss: 1.0788, grad_norm: 5.4211 2021-06-17 11:36:00,391 - mmaction - INFO - Epoch [26][1760/3757] lr: 1.000e-03, eta: 1 day, 7:58:03, time: 1.135, data_time: 0.047, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1329, loss: 1.1329, grad_norm: 5.4488 2021-06-17 11:36:23,285 - mmaction - INFO - Epoch [26][1780/3757] lr: 1.000e-03, eta: 1 day, 7:57:36, time: 1.148, data_time: 0.005, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8891, loss_cls: 1.1370, loss: 1.1370, grad_norm: 5.5782 2021-06-17 11:36:45,976 - mmaction - INFO - Epoch [26][1800/3757] lr: 1.000e-03, eta: 1 day, 7:57:09, time: 1.133, data_time: 0.048, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8852, loss_cls: 1.1705, loss: 1.1705, grad_norm: 5.5058 2021-06-17 11:37:08,901 - mmaction - INFO - Epoch [26][1820/3757] lr: 1.000e-03, eta: 1 day, 7:56:42, time: 1.148, data_time: 0.089, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9023, loss_cls: 1.0734, loss: 1.0734, grad_norm: 5.3613 2021-06-17 11:37:30,402 - mmaction - INFO - Epoch [26][1840/3757] lr: 1.000e-03, eta: 1 day, 7:56:14, time: 1.075, data_time: 0.077, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8984, loss_cls: 1.1396, loss: 1.1396, grad_norm: 5.6031 2021-06-17 11:37:54,552 - mmaction - INFO - Epoch [26][1860/3757] lr: 1.000e-03, eta: 1 day, 7:55:48, time: 1.208, data_time: 0.002, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8992, loss_cls: 1.1296, loss: 1.1296, grad_norm: 5.5941 2021-06-17 11:38:16,021 - mmaction - INFO - Epoch [26][1880/3757] lr: 1.000e-03, eta: 1 day, 7:55:20, time: 1.073, data_time: 0.002, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8852, loss_cls: 1.1843, loss: 1.1843, grad_norm: 5.6924 2021-06-17 11:38:38,483 - mmaction - INFO - Epoch [26][1900/3757] lr: 1.000e-03, eta: 1 day, 7:54:52, time: 1.123, data_time: 0.010, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8969, loss_cls: 1.1252, loss: 1.1252, grad_norm: 5.6178 2021-06-17 11:39:01,915 - mmaction - INFO - Epoch [26][1920/3757] lr: 1.000e-03, eta: 1 day, 7:54:26, time: 1.170, data_time: 0.002, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.1423, loss: 1.1423, grad_norm: 5.4960 2021-06-17 11:39:24,755 - mmaction - INFO - Epoch [26][1940/3757] lr: 1.000e-03, eta: 1 day, 7:53:59, time: 1.144, data_time: 0.003, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1604, loss: 1.1604, grad_norm: 5.5500 2021-06-17 11:39:47,734 - mmaction - INFO - Epoch [26][1960/3757] lr: 1.000e-03, eta: 1 day, 7:53:32, time: 1.149, data_time: 0.002, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8898, loss_cls: 1.1296, loss: 1.1296, grad_norm: 5.4603 2021-06-17 11:40:11,028 - mmaction - INFO - Epoch [26][1980/3757] lr: 1.000e-03, eta: 1 day, 7:53:05, time: 1.165, data_time: 0.002, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8922, loss_cls: 1.1391, loss: 1.1391, grad_norm: 5.4551 2021-06-17 11:40:32,957 - mmaction - INFO - Epoch [26][2000/3757] lr: 1.000e-03, eta: 1 day, 7:52:38, time: 1.096, data_time: 0.003, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8773, loss_cls: 1.1928, loss: 1.1928, grad_norm: 5.6165 2021-06-17 11:40:55,881 - mmaction - INFO - Epoch [26][2020/3757] lr: 1.000e-03, eta: 1 day, 7:52:11, time: 1.144, data_time: 0.298, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.1140, loss: 1.1140, grad_norm: 5.3835 2021-06-17 11:41:19,170 - mmaction - INFO - Epoch [26][2040/3757] lr: 1.000e-03, eta: 1 day, 7:51:44, time: 1.165, data_time: 0.531, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8938, loss_cls: 1.1455, loss: 1.1455, grad_norm: 5.7045 2021-06-17 11:41:41,051 - mmaction - INFO - Epoch [26][2060/3757] lr: 1.000e-03, eta: 1 day, 7:51:16, time: 1.095, data_time: 0.162, memory: 7080, top1_acc: 0.6805, top5_acc: 0.8789, loss_cls: 1.2331, loss: 1.2331, grad_norm: 5.6855 2021-06-17 11:42:03,698 - mmaction - INFO - Epoch [26][2080/3757] lr: 1.000e-03, eta: 1 day, 7:50:49, time: 1.132, data_time: 0.002, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.1872, loss: 1.1872, grad_norm: 5.6236 2021-06-17 11:42:25,945 - mmaction - INFO - Epoch [26][2100/3757] lr: 1.000e-03, eta: 1 day, 7:50:21, time: 1.109, data_time: 0.054, memory: 7080, top1_acc: 0.6805, top5_acc: 0.8836, loss_cls: 1.2294, loss: 1.2294, grad_norm: 5.6289 2021-06-17 11:42:49,532 - mmaction - INFO - Epoch [26][2120/3757] lr: 1.000e-03, eta: 1 day, 7:49:55, time: 1.182, data_time: 0.005, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9023, loss_cls: 1.1097, loss: 1.1097, grad_norm: 5.5993 2021-06-17 11:43:12,454 - mmaction - INFO - Epoch [26][2140/3757] lr: 1.000e-03, eta: 1 day, 7:49:28, time: 1.146, data_time: 0.002, memory: 7080, top1_acc: 0.7156, top5_acc: 0.9047, loss_cls: 1.1094, loss: 1.1094, grad_norm: 5.5937 2021-06-17 11:43:34,690 - mmaction - INFO - Epoch [26][2160/3757] lr: 1.000e-03, eta: 1 day, 7:49:01, time: 1.111, data_time: 0.098, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8797, loss_cls: 1.1900, loss: 1.1900, grad_norm: 5.7551 2021-06-17 11:43:57,842 - mmaction - INFO - Epoch [26][2180/3757] lr: 1.000e-03, eta: 1 day, 7:48:34, time: 1.159, data_time: 0.041, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8859, loss_cls: 1.1396, loss: 1.1396, grad_norm: 5.5851 2021-06-17 11:44:20,339 - mmaction - INFO - Epoch [26][2200/3757] lr: 1.000e-03, eta: 1 day, 7:48:07, time: 1.125, data_time: 0.110, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8906, loss_cls: 1.1523, loss: 1.1523, grad_norm: 5.7344 2021-06-17 11:44:43,732 - mmaction - INFO - Epoch [26][2220/3757] lr: 1.000e-03, eta: 1 day, 7:47:40, time: 1.169, data_time: 0.007, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8930, loss_cls: 1.1463, loss: 1.1463, grad_norm: 5.5729 2021-06-17 11:45:05,925 - mmaction - INFO - Epoch [26][2240/3757] lr: 1.000e-03, eta: 1 day, 7:47:12, time: 1.105, data_time: 0.059, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8859, loss_cls: 1.1731, loss: 1.1731, grad_norm: 5.5213 2021-06-17 11:45:29,368 - mmaction - INFO - Epoch [26][2260/3757] lr: 1.000e-03, eta: 1 day, 7:46:46, time: 1.177, data_time: 0.007, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8742, loss_cls: 1.2148, loss: 1.2148, grad_norm: 5.5803 2021-06-17 11:45:52,315 - mmaction - INFO - Epoch [26][2280/3757] lr: 1.000e-03, eta: 1 day, 7:46:19, time: 1.144, data_time: 0.071, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8789, loss_cls: 1.1694, loss: 1.1694, grad_norm: 5.6106 2021-06-17 11:46:14,132 - mmaction - INFO - Epoch [26][2300/3757] lr: 1.000e-03, eta: 1 day, 7:45:51, time: 1.095, data_time: 0.088, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8820, loss_cls: 1.2007, loss: 1.2007, grad_norm: 5.6822 2021-06-17 11:46:36,497 - mmaction - INFO - Epoch [26][2320/3757] lr: 1.000e-03, eta: 1 day, 7:45:24, time: 1.117, data_time: 0.106, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8867, loss_cls: 1.1835, loss: 1.1835, grad_norm: 5.6197 2021-06-17 11:47:00,061 - mmaction - INFO - Epoch [26][2340/3757] lr: 1.000e-03, eta: 1 day, 7:44:58, time: 1.179, data_time: 0.093, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8945, loss_cls: 1.1456, loss: 1.1456, grad_norm: 5.5505 2021-06-17 11:47:22,387 - mmaction - INFO - Epoch [26][2360/3757] lr: 1.000e-03, eta: 1 day, 7:44:30, time: 1.116, data_time: 0.368, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8922, loss_cls: 1.1347, loss: 1.1347, grad_norm: 5.4690 2021-06-17 11:47:45,460 - mmaction - INFO - Epoch [26][2380/3757] lr: 1.000e-03, eta: 1 day, 7:44:03, time: 1.153, data_time: 0.275, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8898, loss_cls: 1.1484, loss: 1.1484, grad_norm: 5.6521 2021-06-17 11:48:07,764 - mmaction - INFO - Epoch [26][2400/3757] lr: 1.000e-03, eta: 1 day, 7:43:36, time: 1.116, data_time: 0.313, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1285, loss: 1.1285, grad_norm: 5.4457 2021-06-17 11:48:29,602 - mmaction - INFO - Epoch [26][2420/3757] lr: 1.000e-03, eta: 1 day, 7:43:08, time: 1.086, data_time: 0.060, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8977, loss_cls: 1.1710, loss: 1.1710, grad_norm: 5.7051 2021-06-17 11:48:54,045 - mmaction - INFO - Epoch [26][2440/3757] lr: 1.000e-03, eta: 1 day, 7:42:43, time: 1.227, data_time: 0.022, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8961, loss_cls: 1.1243, loss: 1.1243, grad_norm: 5.7519 2021-06-17 11:49:17,443 - mmaction - INFO - Epoch [26][2460/3757] lr: 1.000e-03, eta: 1 day, 7:42:16, time: 1.170, data_time: 0.060, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8711, loss_cls: 1.2151, loss: 1.2151, grad_norm: 5.6922 2021-06-17 11:49:39,790 - mmaction - INFO - Epoch [26][2480/3757] lr: 1.000e-03, eta: 1 day, 7:41:49, time: 1.117, data_time: 0.006, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8836, loss_cls: 1.2220, loss: 1.2220, grad_norm: 5.5787 2021-06-17 11:50:02,355 - mmaction - INFO - Epoch [26][2500/3757] lr: 1.000e-03, eta: 1 day, 7:41:21, time: 1.128, data_time: 0.046, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8930, loss_cls: 1.1521, loss: 1.1521, grad_norm: 5.6997 2021-06-17 11:50:24,143 - mmaction - INFO - Epoch [26][2520/3757] lr: 1.000e-03, eta: 1 day, 7:40:53, time: 1.090, data_time: 0.127, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8938, loss_cls: 1.1923, loss: 1.1923, grad_norm: 5.8319 2021-06-17 11:50:47,494 - mmaction - INFO - Epoch [26][2540/3757] lr: 1.000e-03, eta: 1 day, 7:40:27, time: 1.166, data_time: 0.197, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8906, loss_cls: 1.1503, loss: 1.1503, grad_norm: 5.6978 2021-06-17 11:51:09,680 - mmaction - INFO - Epoch [26][2560/3757] lr: 1.000e-03, eta: 1 day, 7:39:59, time: 1.110, data_time: 0.134, memory: 7080, top1_acc: 0.6961, top5_acc: 0.8836, loss_cls: 1.1532, loss: 1.1532, grad_norm: 5.4204 2021-06-17 11:51:33,532 - mmaction - INFO - Epoch [26][2580/3757] lr: 1.000e-03, eta: 1 day, 7:39:33, time: 1.192, data_time: 0.072, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1493, loss: 1.1493, grad_norm: 5.5675 2021-06-17 11:51:55,119 - mmaction - INFO - Epoch [26][2600/3757] lr: 1.000e-03, eta: 1 day, 7:39:05, time: 1.077, data_time: 0.222, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1935, loss: 1.1935, grad_norm: 5.6857 2021-06-17 11:52:18,244 - mmaction - INFO - Epoch [26][2620/3757] lr: 1.000e-03, eta: 1 day, 7:38:39, time: 1.159, data_time: 0.028, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8875, loss_cls: 1.1618, loss: 1.1618, grad_norm: 5.6527 2021-06-17 11:52:41,468 - mmaction - INFO - Epoch [26][2640/3757] lr: 1.000e-03, eta: 1 day, 7:38:12, time: 1.162, data_time: 0.003, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2079, loss: 1.2079, grad_norm: 5.6289 2021-06-17 11:53:04,056 - mmaction - INFO - Epoch [26][2660/3757] lr: 1.000e-03, eta: 1 day, 7:37:45, time: 1.129, data_time: 0.003, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1296, loss: 1.1296, grad_norm: 5.4646 2021-06-17 11:53:26,411 - mmaction - INFO - Epoch [26][2680/3757] lr: 1.000e-03, eta: 1 day, 7:37:17, time: 1.118, data_time: 0.100, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8859, loss_cls: 1.1416, loss: 1.1416, grad_norm: 5.5731 2021-06-17 11:53:50,057 - mmaction - INFO - Epoch [26][2700/3757] lr: 1.000e-03, eta: 1 day, 7:36:51, time: 1.179, data_time: 0.068, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8789, loss_cls: 1.2224, loss: 1.2224, grad_norm: 5.8630 2021-06-17 11:54:12,091 - mmaction - INFO - Epoch [26][2720/3757] lr: 1.000e-03, eta: 1 day, 7:36:24, time: 1.104, data_time: 0.004, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8820, loss_cls: 1.1690, loss: 1.1690, grad_norm: 5.7740 2021-06-17 11:54:35,966 - mmaction - INFO - Epoch [26][2740/3757] lr: 1.000e-03, eta: 1 day, 7:35:58, time: 1.194, data_time: 0.001, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.1689, loss: 1.1689, grad_norm: 5.5498 2021-06-17 11:54:57,694 - mmaction - INFO - Epoch [26][2760/3757] lr: 1.000e-03, eta: 1 day, 7:35:30, time: 1.085, data_time: 0.001, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8938, loss_cls: 1.1289, loss: 1.1289, grad_norm: 5.6675 2021-06-17 11:55:20,812 - mmaction - INFO - Epoch [26][2780/3757] lr: 1.000e-03, eta: 1 day, 7:35:03, time: 1.157, data_time: 0.002, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8922, loss_cls: 1.1263, loss: 1.1263, grad_norm: 5.6071 2021-06-17 11:55:43,709 - mmaction - INFO - Epoch [26][2800/3757] lr: 1.000e-03, eta: 1 day, 7:34:36, time: 1.145, data_time: 0.003, memory: 7080, top1_acc: 0.6898, top5_acc: 0.8781, loss_cls: 1.2247, loss: 1.2247, grad_norm: 5.7767 2021-06-17 11:56:05,843 - mmaction - INFO - Epoch [26][2820/3757] lr: 1.000e-03, eta: 1 day, 7:34:08, time: 1.107, data_time: 0.111, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8945, loss_cls: 1.1519, loss: 1.1519, grad_norm: 5.5589 2021-06-17 11:56:29,794 - mmaction - INFO - Epoch [26][2840/3757] lr: 1.000e-03, eta: 1 day, 7:33:42, time: 1.195, data_time: 0.219, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8773, loss_cls: 1.2470, loss: 1.2470, grad_norm: 5.7304 2021-06-17 11:56:51,918 - mmaction - INFO - Epoch [26][2860/3757] lr: 1.000e-03, eta: 1 day, 7:33:15, time: 1.109, data_time: 0.132, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1453, loss: 1.1453, grad_norm: 5.6104 2021-06-17 11:57:16,005 - mmaction - INFO - Epoch [26][2880/3757] lr: 1.000e-03, eta: 1 day, 7:32:49, time: 1.204, data_time: 0.003, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8977, loss_cls: 1.1107, loss: 1.1107, grad_norm: 5.5002 2021-06-17 11:57:39,983 - mmaction - INFO - Epoch [26][2900/3757] lr: 1.000e-03, eta: 1 day, 7:32:23, time: 1.197, data_time: 0.085, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8695, loss_cls: 1.2060, loss: 1.2060, grad_norm: 5.6747 2021-06-17 11:58:01,692 - mmaction - INFO - Epoch [26][2920/3757] lr: 1.000e-03, eta: 1 day, 7:31:55, time: 1.085, data_time: 0.003, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8953, loss_cls: 1.1640, loss: 1.1640, grad_norm: 5.5856 2021-06-17 11:58:24,385 - mmaction - INFO - Epoch [26][2940/3757] lr: 1.000e-03, eta: 1 day, 7:31:28, time: 1.136, data_time: 0.004, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8945, loss_cls: 1.1078, loss: 1.1078, grad_norm: 5.5651 2021-06-17 11:58:47,073 - mmaction - INFO - Epoch [26][2960/3757] lr: 1.000e-03, eta: 1 day, 7:31:01, time: 1.135, data_time: 0.061, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8906, loss_cls: 1.2026, loss: 1.2026, grad_norm: 5.7322 2021-06-17 11:59:09,038 - mmaction - INFO - Epoch [26][2980/3757] lr: 1.000e-03, eta: 1 day, 7:30:33, time: 1.098, data_time: 0.263, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8781, loss_cls: 1.1869, loss: 1.1869, grad_norm: 5.5180 2021-06-17 11:59:32,301 - mmaction - INFO - Epoch [26][3000/3757] lr: 1.000e-03, eta: 1 day, 7:30:07, time: 1.161, data_time: 0.146, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8836, loss_cls: 1.1966, loss: 1.1966, grad_norm: 5.6606 2021-06-17 11:59:54,933 - mmaction - INFO - Epoch [26][3020/3757] lr: 1.000e-03, eta: 1 day, 7:29:40, time: 1.133, data_time: 0.127, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8992, loss_cls: 1.1318, loss: 1.1318, grad_norm: 5.3800 2021-06-17 12:00:21,761 - mmaction - INFO - Epoch [26][3040/3757] lr: 1.000e-03, eta: 1 day, 7:29:16, time: 1.337, data_time: 0.042, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8812, loss_cls: 1.1745, loss: 1.1745, grad_norm: 5.5235 2021-06-17 12:00:44,931 - mmaction - INFO - Epoch [26][3060/3757] lr: 1.000e-03, eta: 1 day, 7:28:50, time: 1.161, data_time: 0.199, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8930, loss_cls: 1.1590, loss: 1.1590, grad_norm: 5.9087 2021-06-17 12:01:07,531 - mmaction - INFO - Epoch [26][3080/3757] lr: 1.000e-03, eta: 1 day, 7:28:23, time: 1.133, data_time: 0.317, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8844, loss_cls: 1.1892, loss: 1.1892, grad_norm: 5.7425 2021-06-17 12:01:31,080 - mmaction - INFO - Epoch [26][3100/3757] lr: 1.000e-03, eta: 1 day, 7:27:57, time: 1.178, data_time: 0.285, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8867, loss_cls: 1.1605, loss: 1.1605, grad_norm: 5.5570 2021-06-17 12:01:53,929 - mmaction - INFO - Epoch [26][3120/3757] lr: 1.000e-03, eta: 1 day, 7:27:30, time: 1.142, data_time: 0.129, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8953, loss_cls: 1.1668, loss: 1.1668, grad_norm: 5.6448 2021-06-17 12:02:16,474 - mmaction - INFO - Epoch [26][3140/3757] lr: 1.000e-03, eta: 1 day, 7:27:02, time: 1.127, data_time: 0.229, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8922, loss_cls: 1.1432, loss: 1.1432, grad_norm: 5.7119 2021-06-17 12:02:38,970 - mmaction - INFO - Epoch [26][3160/3757] lr: 1.000e-03, eta: 1 day, 7:26:35, time: 1.126, data_time: 0.390, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1272, loss: 1.1272, grad_norm: 5.4895 2021-06-17 12:03:01,612 - mmaction - INFO - Epoch [26][3180/3757] lr: 1.000e-03, eta: 1 day, 7:26:08, time: 1.132, data_time: 0.214, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8875, loss_cls: 1.2244, loss: 1.2244, grad_norm: 5.7224 2021-06-17 12:03:24,869 - mmaction - INFO - Epoch [26][3200/3757] lr: 1.000e-03, eta: 1 day, 7:25:42, time: 1.160, data_time: 0.058, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.2106, loss: 1.2106, grad_norm: 5.6653 2021-06-17 12:03:48,218 - mmaction - INFO - Epoch [26][3220/3757] lr: 1.000e-03, eta: 1 day, 7:25:15, time: 1.169, data_time: 0.100, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1530, loss: 1.1530, grad_norm: 5.6058 2021-06-17 12:04:11,152 - mmaction - INFO - Epoch [26][3240/3757] lr: 1.000e-03, eta: 1 day, 7:24:48, time: 1.148, data_time: 0.003, memory: 7080, top1_acc: 0.6961, top5_acc: 0.8906, loss_cls: 1.2256, loss: 1.2256, grad_norm: 5.9195 2021-06-17 12:04:33,213 - mmaction - INFO - Epoch [26][3260/3757] lr: 1.000e-03, eta: 1 day, 7:24:21, time: 1.102, data_time: 0.001, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8961, loss_cls: 1.1080, loss: 1.1080, grad_norm: 5.3781 2021-06-17 12:04:56,270 - mmaction - INFO - Epoch [26][3280/3757] lr: 1.000e-03, eta: 1 day, 7:23:54, time: 1.153, data_time: 0.002, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8914, loss_cls: 1.1851, loss: 1.1851, grad_norm: 5.6528 2021-06-17 12:05:19,702 - mmaction - INFO - Epoch [26][3300/3757] lr: 1.000e-03, eta: 1 day, 7:23:28, time: 1.171, data_time: 0.004, memory: 7080, top1_acc: 0.7102, top5_acc: 0.9000, loss_cls: 1.0780, loss: 1.0780, grad_norm: 5.4494 2021-06-17 12:05:42,214 - mmaction - INFO - Epoch [26][3320/3757] lr: 1.000e-03, eta: 1 day, 7:23:01, time: 1.127, data_time: 0.003, memory: 7080, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.2225, loss: 1.2225, grad_norm: 5.6579 2021-06-17 12:06:03,621 - mmaction - INFO - Epoch [26][3340/3757] lr: 1.000e-03, eta: 1 day, 7:22:32, time: 1.070, data_time: 0.001, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8898, loss_cls: 1.1615, loss: 1.1615, grad_norm: 5.5993 2021-06-17 12:06:26,821 - mmaction - INFO - Epoch [26][3360/3757] lr: 1.000e-03, eta: 1 day, 7:22:06, time: 1.160, data_time: 0.003, memory: 7080, top1_acc: 0.6961, top5_acc: 0.8852, loss_cls: 1.2261, loss: 1.2261, grad_norm: 5.8345 2021-06-17 12:06:49,242 - mmaction - INFO - Epoch [26][3380/3757] lr: 1.000e-03, eta: 1 day, 7:21:38, time: 1.119, data_time: 0.005, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8930, loss_cls: 1.1459, loss: 1.1459, grad_norm: 5.6294 2021-06-17 12:07:11,912 - mmaction - INFO - Epoch [26][3400/3757] lr: 1.000e-03, eta: 1 day, 7:21:11, time: 1.134, data_time: 0.004, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8875, loss_cls: 1.2289, loss: 1.2289, grad_norm: 5.7165 2021-06-17 12:07:34,812 - mmaction - INFO - Epoch [26][3420/3757] lr: 1.000e-03, eta: 1 day, 7:20:45, time: 1.145, data_time: 0.003, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8930, loss_cls: 1.1536, loss: 1.1536, grad_norm: 5.5070 2021-06-17 12:07:57,649 - mmaction - INFO - Epoch [26][3440/3757] lr: 1.000e-03, eta: 1 day, 7:20:18, time: 1.143, data_time: 0.003, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8852, loss_cls: 1.1476, loss: 1.1476, grad_norm: 5.5161 2021-06-17 12:08:20,227 - mmaction - INFO - Epoch [26][3460/3757] lr: 1.000e-03, eta: 1 day, 7:19:51, time: 1.125, data_time: 0.002, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8883, loss_cls: 1.1948, loss: 1.1948, grad_norm: 5.7763 2021-06-17 12:08:43,884 - mmaction - INFO - Epoch [26][3480/3757] lr: 1.000e-03, eta: 1 day, 7:19:24, time: 1.186, data_time: 0.015, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8859, loss_cls: 1.1662, loss: 1.1662, grad_norm: 5.6301 2021-06-17 12:09:06,859 - mmaction - INFO - Epoch [26][3500/3757] lr: 1.000e-03, eta: 1 day, 7:18:58, time: 1.149, data_time: 0.003, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.2012, loss: 1.2012, grad_norm: 5.6058 2021-06-17 12:09:28,673 - mmaction - INFO - Epoch [26][3520/3757] lr: 1.000e-03, eta: 1 day, 7:18:30, time: 1.089, data_time: 0.001, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8938, loss_cls: 1.1014, loss: 1.1014, grad_norm: 5.4147 2021-06-17 12:09:51,644 - mmaction - INFO - Epoch [26][3540/3757] lr: 1.000e-03, eta: 1 day, 7:18:03, time: 1.150, data_time: 0.123, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8938, loss_cls: 1.1578, loss: 1.1578, grad_norm: 5.5768 2021-06-17 12:10:15,034 - mmaction - INFO - Epoch [26][3560/3757] lr: 1.000e-03, eta: 1 day, 7:17:37, time: 1.169, data_time: 0.322, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1284, loss: 1.1284, grad_norm: 5.3528 2021-06-17 12:10:36,698 - mmaction - INFO - Epoch [26][3580/3757] lr: 1.000e-03, eta: 1 day, 7:17:09, time: 1.080, data_time: 0.287, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8906, loss_cls: 1.1307, loss: 1.1307, grad_norm: 5.3422 2021-06-17 12:10:59,955 - mmaction - INFO - Epoch [26][3600/3757] lr: 1.000e-03, eta: 1 day, 7:16:42, time: 1.163, data_time: 0.146, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1439, loss: 1.1439, grad_norm: 5.4629 2021-06-17 12:11:22,035 - mmaction - INFO - Epoch [26][3620/3757] lr: 1.000e-03, eta: 1 day, 7:16:15, time: 1.106, data_time: 0.005, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8883, loss_cls: 1.1971, loss: 1.1971, grad_norm: 5.6167 2021-06-17 12:11:45,023 - mmaction - INFO - Epoch [26][3640/3757] lr: 1.000e-03, eta: 1 day, 7:15:48, time: 1.150, data_time: 0.029, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8836, loss_cls: 1.2355, loss: 1.2355, grad_norm: 5.8368 2021-06-17 12:12:07,879 - mmaction - INFO - Epoch [26][3660/3757] lr: 1.000e-03, eta: 1 day, 7:15:21, time: 1.143, data_time: 0.151, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.2179, loss: 1.2179, grad_norm: 5.8318 2021-06-17 12:12:30,564 - mmaction - INFO - Epoch [26][3680/3757] lr: 1.000e-03, eta: 1 day, 7:14:54, time: 1.135, data_time: 0.013, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.1784, loss: 1.1784, grad_norm: 5.3658 2021-06-17 12:12:53,175 - mmaction - INFO - Epoch [26][3700/3757] lr: 1.000e-03, eta: 1 day, 7:14:27, time: 1.131, data_time: 0.017, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8844, loss_cls: 1.1827, loss: 1.1827, grad_norm: 5.6196 2021-06-17 12:13:17,543 - mmaction - INFO - Epoch [26][3720/3757] lr: 1.000e-03, eta: 1 day, 7:14:02, time: 1.219, data_time: 0.030, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9039, loss_cls: 1.0960, loss: 1.0960, grad_norm: 5.4318 2021-06-17 12:13:39,671 - mmaction - INFO - Epoch [26][3740/3757] lr: 1.000e-03, eta: 1 day, 7:13:34, time: 1.105, data_time: 0.013, memory: 7080, top1_acc: 0.7156, top5_acc: 0.9000, loss_cls: 1.1351, loss: 1.1351, grad_norm: 5.5480 2021-06-17 12:14:02,062 - mmaction - INFO - Saving checkpoint at 26 epochs 2021-06-17 12:21:53,117 - mmaction - INFO - Epoch [27][20/3757] lr: 1.000e-03, eta: 1 day, 7:19:19, time: 23.501, data_time: 22.529, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8883, loss_cls: 1.1540, loss: 1.1540, grad_norm: 5.5900 2021-06-17 12:22:16,380 - mmaction - INFO - Epoch [27][40/3757] lr: 1.000e-03, eta: 1 day, 7:18:52, time: 1.166, data_time: 0.221, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1258, loss: 1.1258, grad_norm: 5.5530 2021-06-17 12:22:39,415 - mmaction - INFO - Epoch [27][60/3757] lr: 1.000e-03, eta: 1 day, 7:18:26, time: 1.152, data_time: 0.006, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8883, loss_cls: 1.1704, loss: 1.1704, grad_norm: 5.4792 2021-06-17 12:23:01,342 - mmaction - INFO - Epoch [27][80/3757] lr: 1.000e-03, eta: 1 day, 7:17:58, time: 1.097, data_time: 0.113, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9031, loss_cls: 1.0599, loss: 1.0599, grad_norm: 5.5301 2021-06-17 12:23:24,825 - mmaction - INFO - Epoch [27][100/3757] lr: 1.000e-03, eta: 1 day, 7:17:31, time: 1.174, data_time: 0.254, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8883, loss_cls: 1.1563, loss: 1.1563, grad_norm: 5.5790 2021-06-17 12:23:47,854 - mmaction - INFO - Epoch [27][120/3757] lr: 1.000e-03, eta: 1 day, 7:17:05, time: 1.152, data_time: 0.323, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1773, loss: 1.1773, grad_norm: 5.5798 2021-06-17 12:24:10,285 - mmaction - INFO - Epoch [27][140/3757] lr: 1.000e-03, eta: 1 day, 7:16:37, time: 1.120, data_time: 0.179, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8922, loss_cls: 1.1394, loss: 1.1394, grad_norm: 5.5741 2021-06-17 12:24:32,592 - mmaction - INFO - Epoch [27][160/3757] lr: 1.000e-03, eta: 1 day, 7:16:10, time: 1.116, data_time: 0.081, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.1023, loss: 1.1023, grad_norm: 5.6149 2021-06-17 12:24:54,827 - mmaction - INFO - Epoch [27][180/3757] lr: 1.000e-03, eta: 1 day, 7:15:42, time: 1.111, data_time: 0.137, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8984, loss_cls: 1.1351, loss: 1.1351, grad_norm: 5.5995 2021-06-17 12:25:17,615 - mmaction - INFO - Epoch [27][200/3757] lr: 1.000e-03, eta: 1 day, 7:15:15, time: 1.139, data_time: 0.038, memory: 7080, top1_acc: 0.6883, top5_acc: 0.8820, loss_cls: 1.2127, loss: 1.2127, grad_norm: 5.8951 2021-06-17 12:25:41,769 - mmaction - INFO - Epoch [27][220/3757] lr: 1.000e-03, eta: 1 day, 7:14:49, time: 1.209, data_time: 0.131, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8797, loss_cls: 1.1574, loss: 1.1574, grad_norm: 5.3848 2021-06-17 12:26:04,033 - mmaction - INFO - Epoch [27][240/3757] lr: 1.000e-03, eta: 1 day, 7:14:22, time: 1.113, data_time: 0.189, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8969, loss_cls: 1.0923, loss: 1.0923, grad_norm: 5.4072 2021-06-17 12:26:27,267 - mmaction - INFO - Epoch [27][260/3757] lr: 1.000e-03, eta: 1 day, 7:13:55, time: 1.161, data_time: 0.427, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1155, loss: 1.1155, grad_norm: 5.4746 2021-06-17 12:26:50,656 - mmaction - INFO - Epoch [27][280/3757] lr: 1.000e-03, eta: 1 day, 7:13:28, time: 1.167, data_time: 0.269, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8961, loss_cls: 1.1170, loss: 1.1170, grad_norm: 5.6375 2021-06-17 12:27:14,334 - mmaction - INFO - Epoch [27][300/3757] lr: 1.000e-03, eta: 1 day, 7:13:02, time: 1.186, data_time: 0.194, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8961, loss_cls: 1.1209, loss: 1.1209, grad_norm: 5.6130 2021-06-17 12:27:37,393 - mmaction - INFO - Epoch [27][320/3757] lr: 1.000e-03, eta: 1 day, 7:12:35, time: 1.154, data_time: 0.202, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8977, loss_cls: 1.1011, loss: 1.1011, grad_norm: 5.4748 2021-06-17 12:28:01,423 - mmaction - INFO - Epoch [27][340/3757] lr: 1.000e-03, eta: 1 day, 7:12:10, time: 1.200, data_time: 0.001, memory: 7080, top1_acc: 0.7141, top5_acc: 0.9000, loss_cls: 1.1202, loss: 1.1202, grad_norm: 5.4875 2021-06-17 12:28:22,874 - mmaction - INFO - Epoch [27][360/3757] lr: 1.000e-03, eta: 1 day, 7:11:41, time: 1.073, data_time: 0.002, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8820, loss_cls: 1.1818, loss: 1.1818, grad_norm: 5.6740 2021-06-17 12:28:45,275 - mmaction - INFO - Epoch [27][380/3757] lr: 1.000e-03, eta: 1 day, 7:11:14, time: 1.120, data_time: 0.001, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9078, loss_cls: 1.0720, loss: 1.0720, grad_norm: 5.5258 2021-06-17 12:29:07,746 - mmaction - INFO - Epoch [27][400/3757] lr: 1.000e-03, eta: 1 day, 7:10:47, time: 1.124, data_time: 0.026, memory: 7080, top1_acc: 0.6734, top5_acc: 0.8758, loss_cls: 1.2570, loss: 1.2570, grad_norm: 5.8584 2021-06-17 12:29:29,493 - mmaction - INFO - Epoch [27][420/3757] lr: 1.000e-03, eta: 1 day, 7:10:19, time: 1.087, data_time: 0.273, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1607, loss: 1.1607, grad_norm: 5.5975 2021-06-17 12:29:54,638 - mmaction - INFO - Epoch [27][440/3757] lr: 1.000e-03, eta: 1 day, 7:09:54, time: 1.256, data_time: 0.287, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.1975, loss: 1.1975, grad_norm: 5.6092 2021-06-17 12:30:15,846 - mmaction - INFO - Epoch [27][460/3757] lr: 1.000e-03, eta: 1 day, 7:09:25, time: 1.061, data_time: 0.002, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8945, loss_cls: 1.1242, loss: 1.1242, grad_norm: 5.5995 2021-06-17 12:30:40,257 - mmaction - INFO - Epoch [27][480/3757] lr: 1.000e-03, eta: 1 day, 7:09:00, time: 1.221, data_time: 0.003, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8914, loss_cls: 1.1328, loss: 1.1328, grad_norm: 5.5085 2021-06-17 12:31:03,748 - mmaction - INFO - Epoch [27][500/3757] lr: 1.000e-03, eta: 1 day, 7:08:33, time: 1.174, data_time: 0.001, memory: 7080, top1_acc: 0.7125, top5_acc: 0.9070, loss_cls: 1.0866, loss: 1.0866, grad_norm: 5.6010 2021-06-17 12:31:27,075 - mmaction - INFO - Epoch [27][520/3757] lr: 1.000e-03, eta: 1 day, 7:08:07, time: 1.167, data_time: 0.020, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1388, loss: 1.1388, grad_norm: 5.7487 2021-06-17 12:31:50,977 - mmaction - INFO - Epoch [27][540/3757] lr: 1.000e-03, eta: 1 day, 7:07:41, time: 1.195, data_time: 0.049, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8883, loss_cls: 1.1909, loss: 1.1909, grad_norm: 5.5403 2021-06-17 12:32:13,162 - mmaction - INFO - Epoch [27][560/3757] lr: 1.000e-03, eta: 1 day, 7:07:13, time: 1.108, data_time: 0.025, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8922, loss_cls: 1.1470, loss: 1.1470, grad_norm: 5.5854 2021-06-17 12:32:35,524 - mmaction - INFO - Epoch [27][580/3757] lr: 1.000e-03, eta: 1 day, 7:06:46, time: 1.118, data_time: 0.006, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8938, loss_cls: 1.1182, loss: 1.1182, grad_norm: 5.6038 2021-06-17 12:32:59,444 - mmaction - INFO - Epoch [27][600/3757] lr: 1.000e-03, eta: 1 day, 7:06:20, time: 1.197, data_time: 0.009, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8938, loss_cls: 1.1156, loss: 1.1156, grad_norm: 5.5506 2021-06-17 12:33:21,518 - mmaction - INFO - Epoch [27][620/3757] lr: 1.000e-03, eta: 1 day, 7:05:52, time: 1.104, data_time: 0.001, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9039, loss_cls: 1.0900, loss: 1.0900, grad_norm: 5.4320 2021-06-17 12:33:44,407 - mmaction - INFO - Epoch [27][640/3757] lr: 1.000e-03, eta: 1 day, 7:05:25, time: 1.142, data_time: 0.017, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.1617, loss: 1.1617, grad_norm: 5.6844 2021-06-17 12:34:07,557 - mmaction - INFO - Epoch [27][660/3757] lr: 1.000e-03, eta: 1 day, 7:04:58, time: 1.155, data_time: 0.127, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8852, loss_cls: 1.1968, loss: 1.1968, grad_norm: 5.8294 2021-06-17 12:34:30,611 - mmaction - INFO - Epoch [27][680/3757] lr: 1.000e-03, eta: 1 day, 7:04:32, time: 1.157, data_time: 0.075, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8875, loss_cls: 1.1443, loss: 1.1443, grad_norm: 5.5400 2021-06-17 12:34:52,738 - mmaction - INFO - Epoch [27][700/3757] lr: 1.000e-03, eta: 1 day, 7:04:04, time: 1.106, data_time: 0.012, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8953, loss_cls: 1.1676, loss: 1.1676, grad_norm: 5.5880 2021-06-17 12:35:16,475 - mmaction - INFO - Epoch [27][720/3757] lr: 1.000e-03, eta: 1 day, 7:03:38, time: 1.187, data_time: 0.167, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9039, loss_cls: 1.1011, loss: 1.1011, grad_norm: 5.5278 2021-06-17 12:35:39,428 - mmaction - INFO - Epoch [27][740/3757] lr: 1.000e-03, eta: 1 day, 7:03:11, time: 1.147, data_time: 0.356, memory: 7080, top1_acc: 0.7070, top5_acc: 0.9016, loss_cls: 1.1414, loss: 1.1414, grad_norm: 5.8454 2021-06-17 12:36:01,695 - mmaction - INFO - Epoch [27][760/3757] lr: 1.000e-03, eta: 1 day, 7:02:44, time: 1.114, data_time: 0.404, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8852, loss_cls: 1.1906, loss: 1.1906, grad_norm: 5.6464 2021-06-17 12:36:23,361 - mmaction - INFO - Epoch [27][780/3757] lr: 1.000e-03, eta: 1 day, 7:02:15, time: 1.082, data_time: 0.184, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.1947, loss: 1.1947, grad_norm: 5.6667 2021-06-17 12:36:47,138 - mmaction - INFO - Epoch [27][800/3757] lr: 1.000e-03, eta: 1 day, 7:01:49, time: 1.190, data_time: 0.150, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.1922, loss: 1.1922, grad_norm: 5.5515 2021-06-17 12:37:08,743 - mmaction - INFO - Epoch [27][820/3757] lr: 1.000e-03, eta: 1 day, 7:01:21, time: 1.079, data_time: 0.003, memory: 7080, top1_acc: 0.6961, top5_acc: 0.8797, loss_cls: 1.2172, loss: 1.2172, grad_norm: 5.6700 2021-06-17 12:37:33,137 - mmaction - INFO - Epoch [27][840/3757] lr: 1.000e-03, eta: 1 day, 7:00:56, time: 1.221, data_time: 0.230, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8914, loss_cls: 1.1434, loss: 1.1434, grad_norm: 5.6219 2021-06-17 12:37:55,268 - mmaction - INFO - Epoch [27][860/3757] lr: 1.000e-03, eta: 1 day, 7:00:28, time: 1.107, data_time: 0.170, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8914, loss_cls: 1.0942, loss: 1.0942, grad_norm: 5.3935 2021-06-17 12:38:18,287 - mmaction - INFO - Epoch [27][880/3757] lr: 1.000e-03, eta: 1 day, 7:00:01, time: 1.151, data_time: 0.002, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9000, loss_cls: 1.0815, loss: 1.0815, grad_norm: 5.4705 2021-06-17 12:38:40,926 - mmaction - INFO - Epoch [27][900/3757] lr: 1.000e-03, eta: 1 day, 6:59:34, time: 1.131, data_time: 0.001, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1445, loss: 1.1445, grad_norm: 5.5841 2021-06-17 12:39:04,150 - mmaction - INFO - Epoch [27][920/3757] lr: 1.000e-03, eta: 1 day, 6:59:08, time: 1.162, data_time: 0.003, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8938, loss_cls: 1.1555, loss: 1.1555, grad_norm: 5.7870 2021-06-17 12:39:26,221 - mmaction - INFO - Epoch [27][940/3757] lr: 1.000e-03, eta: 1 day, 6:58:40, time: 1.104, data_time: 0.001, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8875, loss_cls: 1.1157, loss: 1.1157, grad_norm: 5.6305 2021-06-17 12:39:49,172 - mmaction - INFO - Epoch [27][960/3757] lr: 1.000e-03, eta: 1 day, 6:58:13, time: 1.148, data_time: 0.001, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8891, loss_cls: 1.1547, loss: 1.1547, grad_norm: 5.5662 2021-06-17 12:40:11,767 - mmaction - INFO - Epoch [27][980/3757] lr: 1.000e-03, eta: 1 day, 6:57:46, time: 1.129, data_time: 0.002, memory: 7080, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1040, loss: 1.1040, grad_norm: 5.6120 2021-06-17 12:40:34,412 - mmaction - INFO - Epoch [27][1000/3757] lr: 1.000e-03, eta: 1 day, 6:57:19, time: 1.132, data_time: 0.073, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.1135, loss: 1.1135, grad_norm: 5.4614 2021-06-17 12:40:56,991 - mmaction - INFO - Epoch [27][1020/3757] lr: 1.000e-03, eta: 1 day, 6:56:52, time: 1.130, data_time: 0.281, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8797, loss_cls: 1.2134, loss: 1.2134, grad_norm: 5.7451 2021-06-17 12:41:19,384 - mmaction - INFO - Epoch [27][1040/3757] lr: 1.000e-03, eta: 1 day, 6:56:24, time: 1.120, data_time: 0.162, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8945, loss_cls: 1.1442, loss: 1.1442, grad_norm: 5.6396 2021-06-17 12:41:42,874 - mmaction - INFO - Epoch [27][1060/3757] lr: 1.000e-03, eta: 1 day, 6:55:58, time: 1.174, data_time: 0.102, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8961, loss_cls: 1.1060, loss: 1.1060, grad_norm: 5.6320 2021-06-17 12:42:05,125 - mmaction - INFO - Epoch [27][1080/3757] lr: 1.000e-03, eta: 1 day, 6:55:31, time: 1.113, data_time: 0.100, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9086, loss_cls: 1.0903, loss: 1.0903, grad_norm: 5.5975 2021-06-17 12:42:28,175 - mmaction - INFO - Epoch [27][1100/3757] lr: 1.000e-03, eta: 1 day, 6:55:04, time: 1.153, data_time: 0.068, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8883, loss_cls: 1.1878, loss: 1.1878, grad_norm: 5.6890 2021-06-17 12:42:50,762 - mmaction - INFO - Epoch [27][1120/3757] lr: 1.000e-03, eta: 1 day, 6:54:37, time: 1.127, data_time: 0.006, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8969, loss_cls: 1.1079, loss: 1.1079, grad_norm: 5.6663 2021-06-17 12:43:15,304 - mmaction - INFO - Epoch [27][1140/3757] lr: 1.000e-03, eta: 1 day, 6:54:11, time: 1.228, data_time: 0.003, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8930, loss_cls: 1.1198, loss: 1.1198, grad_norm: 5.4842 2021-06-17 12:43:38,018 - mmaction - INFO - Epoch [27][1160/3757] lr: 1.000e-03, eta: 1 day, 6:53:44, time: 1.137, data_time: 0.003, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9039, loss_cls: 1.0633, loss: 1.0633, grad_norm: 5.4134 2021-06-17 12:43:59,679 - mmaction - INFO - Epoch [27][1180/3757] lr: 1.000e-03, eta: 1 day, 6:53:16, time: 1.082, data_time: 0.001, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8984, loss_cls: 1.1146, loss: 1.1146, grad_norm: 5.6899 2021-06-17 12:44:23,552 - mmaction - INFO - Epoch [27][1200/3757] lr: 1.000e-03, eta: 1 day, 6:52:50, time: 1.195, data_time: 0.003, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8789, loss_cls: 1.1291, loss: 1.1291, grad_norm: 5.5701 2021-06-17 12:44:47,951 - mmaction - INFO - Epoch [27][1220/3757] lr: 1.000e-03, eta: 1 day, 6:52:25, time: 1.219, data_time: 0.002, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8953, loss_cls: 1.1555, loss: 1.1555, grad_norm: 5.6989 2021-06-17 12:45:10,249 - mmaction - INFO - Epoch [27][1240/3757] lr: 1.000e-03, eta: 1 day, 6:51:57, time: 1.114, data_time: 0.002, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1414, loss: 1.1414, grad_norm: 5.5805 2021-06-17 12:45:34,352 - mmaction - INFO - Epoch [27][1260/3757] lr: 1.000e-03, eta: 1 day, 6:51:31, time: 1.206, data_time: 0.003, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.1566, loss: 1.1566, grad_norm: 5.5991 2021-06-17 12:45:55,286 - mmaction - INFO - Epoch [27][1280/3757] lr: 1.000e-03, eta: 1 day, 6:51:03, time: 1.047, data_time: 0.002, memory: 7080, top1_acc: 0.7164, top5_acc: 0.9102, loss_cls: 1.0688, loss: 1.0688, grad_norm: 5.5465 2021-06-17 12:46:17,683 - mmaction - INFO - Epoch [27][1300/3757] lr: 1.000e-03, eta: 1 day, 6:50:35, time: 1.119, data_time: 0.004, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8914, loss_cls: 1.1560, loss: 1.1560, grad_norm: 5.7893 2021-06-17 12:46:41,686 - mmaction - INFO - Epoch [27][1320/3757] lr: 1.000e-03, eta: 1 day, 6:50:10, time: 1.202, data_time: 0.003, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9016, loss_cls: 1.1005, loss: 1.1005, grad_norm: 5.3114 2021-06-17 12:47:04,312 - mmaction - INFO - Epoch [27][1340/3757] lr: 1.000e-03, eta: 1 day, 6:49:43, time: 1.131, data_time: 0.001, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8852, loss_cls: 1.1772, loss: 1.1772, grad_norm: 5.8737 2021-06-17 12:47:25,841 - mmaction - INFO - Epoch [27][1360/3757] lr: 1.000e-03, eta: 1 day, 6:49:14, time: 1.075, data_time: 0.002, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8977, loss_cls: 1.1099, loss: 1.1099, grad_norm: 5.6566 2021-06-17 12:47:49,090 - mmaction - INFO - Epoch [27][1380/3757] lr: 1.000e-03, eta: 1 day, 6:48:48, time: 1.163, data_time: 0.002, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2017, loss: 1.2017, grad_norm: 5.6542 2021-06-17 12:48:11,193 - mmaction - INFO - Epoch [27][1400/3757] lr: 1.000e-03, eta: 1 day, 6:48:20, time: 1.103, data_time: 0.003, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8812, loss_cls: 1.2029, loss: 1.2029, grad_norm: 5.6540 2021-06-17 12:48:34,364 - mmaction - INFO - Epoch [27][1420/3757] lr: 1.000e-03, eta: 1 day, 6:47:54, time: 1.162, data_time: 0.005, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8922, loss_cls: 1.1826, loss: 1.1826, grad_norm: 5.6895 2021-06-17 12:48:56,330 - mmaction - INFO - Epoch [27][1440/3757] lr: 1.000e-03, eta: 1 day, 6:47:26, time: 1.099, data_time: 0.001, memory: 7080, top1_acc: 0.7023, top5_acc: 0.9086, loss_cls: 1.0945, loss: 1.0945, grad_norm: 5.7350 2021-06-17 12:49:19,051 - mmaction - INFO - Epoch [27][1460/3757] lr: 1.000e-03, eta: 1 day, 6:46:59, time: 1.135, data_time: 0.256, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8906, loss_cls: 1.1618, loss: 1.1618, grad_norm: 5.5758 2021-06-17 12:49:42,602 - mmaction - INFO - Epoch [27][1480/3757] lr: 1.000e-03, eta: 1 day, 6:46:33, time: 1.177, data_time: 0.342, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8977, loss_cls: 1.1149, loss: 1.1149, grad_norm: 5.4164 2021-06-17 12:50:05,732 - mmaction - INFO - Epoch [27][1500/3757] lr: 1.000e-03, eta: 1 day, 6:46:06, time: 1.158, data_time: 0.055, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1168, loss: 1.1168, grad_norm: 5.6101 2021-06-17 12:50:28,313 - mmaction - INFO - Epoch [27][1520/3757] lr: 1.000e-03, eta: 1 day, 6:45:39, time: 1.129, data_time: 0.021, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8953, loss_cls: 1.1070, loss: 1.1070, grad_norm: 5.5160 2021-06-17 12:50:50,429 - mmaction - INFO - Epoch [27][1540/3757] lr: 1.000e-03, eta: 1 day, 6:45:11, time: 1.106, data_time: 0.023, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8875, loss_cls: 1.1170, loss: 1.1170, grad_norm: 5.4280 2021-06-17 12:51:13,677 - mmaction - INFO - Epoch [27][1560/3757] lr: 1.000e-03, eta: 1 day, 6:44:45, time: 1.162, data_time: 0.145, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8969, loss_cls: 1.1197, loss: 1.1197, grad_norm: 5.7977 2021-06-17 12:51:37,763 - mmaction - INFO - Epoch [27][1580/3757] lr: 1.000e-03, eta: 1 day, 6:44:19, time: 1.204, data_time: 0.269, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8961, loss_cls: 1.1543, loss: 1.1543, grad_norm: 5.7865 2021-06-17 12:52:00,097 - mmaction - INFO - Epoch [27][1600/3757] lr: 1.000e-03, eta: 1 day, 6:43:52, time: 1.118, data_time: 0.024, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8750, loss_cls: 1.2288, loss: 1.2288, grad_norm: 5.8018 2021-06-17 12:52:23,544 - mmaction - INFO - Epoch [27][1620/3757] lr: 1.000e-03, eta: 1 day, 6:43:25, time: 1.172, data_time: 0.019, memory: 7080, top1_acc: 0.6828, top5_acc: 0.8797, loss_cls: 1.2389, loss: 1.2389, grad_norm: 5.8835 2021-06-17 12:52:45,905 - mmaction - INFO - Epoch [27][1640/3757] lr: 1.000e-03, eta: 1 day, 6:42:58, time: 1.117, data_time: 0.073, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8938, loss_cls: 1.0997, loss: 1.0997, grad_norm: 5.6399 2021-06-17 12:53:09,201 - mmaction - INFO - Epoch [27][1660/3757] lr: 1.000e-03, eta: 1 day, 6:42:32, time: 1.164, data_time: 0.045, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8867, loss_cls: 1.1292, loss: 1.1292, grad_norm: 5.5687 2021-06-17 12:53:31,732 - mmaction - INFO - Epoch [27][1680/3757] lr: 1.000e-03, eta: 1 day, 6:42:04, time: 1.127, data_time: 0.172, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1759, loss: 1.1759, grad_norm: 5.7330 2021-06-17 12:53:54,921 - mmaction - INFO - Epoch [27][1700/3757] lr: 1.000e-03, eta: 1 day, 6:41:38, time: 1.159, data_time: 0.339, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8852, loss_cls: 1.1684, loss: 1.1684, grad_norm: 5.5995 2021-06-17 12:54:17,747 - mmaction - INFO - Epoch [27][1720/3757] lr: 1.000e-03, eta: 1 day, 6:41:11, time: 1.140, data_time: 0.096, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8984, loss_cls: 1.1291, loss: 1.1291, grad_norm: 5.6944 2021-06-17 12:54:40,240 - mmaction - INFO - Epoch [27][1740/3757] lr: 1.000e-03, eta: 1 day, 6:40:44, time: 1.124, data_time: 0.003, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8969, loss_cls: 1.1508, loss: 1.1508, grad_norm: 5.5692 2021-06-17 12:55:01,940 - mmaction - INFO - Epoch [27][1760/3757] lr: 1.000e-03, eta: 1 day, 6:40:16, time: 1.086, data_time: 0.003, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8984, loss_cls: 1.0977, loss: 1.0977, grad_norm: 5.5929 2021-06-17 12:55:24,943 - mmaction - INFO - Epoch [27][1780/3757] lr: 1.000e-03, eta: 1 day, 6:39:49, time: 1.151, data_time: 0.029, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8867, loss_cls: 1.1705, loss: 1.1705, grad_norm: 5.6144 2021-06-17 12:55:47,865 - mmaction - INFO - Epoch [27][1800/3757] lr: 1.000e-03, eta: 1 day, 6:39:22, time: 1.145, data_time: 0.002, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1396, loss: 1.1396, grad_norm: 5.5429 2021-06-17 12:56:09,869 - mmaction - INFO - Epoch [27][1820/3757] lr: 1.000e-03, eta: 1 day, 6:38:55, time: 1.100, data_time: 0.078, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1449, loss: 1.1449, grad_norm: 5.5595 2021-06-17 12:56:31,747 - mmaction - INFO - Epoch [27][1840/3757] lr: 1.000e-03, eta: 1 day, 6:38:27, time: 1.095, data_time: 0.113, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8992, loss_cls: 1.1122, loss: 1.1122, grad_norm: 5.6884 2021-06-17 12:56:54,007 - mmaction - INFO - Epoch [27][1860/3757] lr: 1.000e-03, eta: 1 day, 6:38:00, time: 1.112, data_time: 0.285, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8891, loss_cls: 1.1558, loss: 1.1558, grad_norm: 5.7038 2021-06-17 12:57:17,373 - mmaction - INFO - Epoch [27][1880/3757] lr: 1.000e-03, eta: 1 day, 6:37:33, time: 1.169, data_time: 0.162, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8969, loss_cls: 1.1341, loss: 1.1341, grad_norm: 5.5859 2021-06-17 12:57:40,286 - mmaction - INFO - Epoch [27][1900/3757] lr: 1.000e-03, eta: 1 day, 6:37:06, time: 1.146, data_time: 0.245, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1015, loss: 1.1015, grad_norm: 5.5205 2021-06-17 12:58:04,072 - mmaction - INFO - Epoch [27][1920/3757] lr: 1.000e-03, eta: 1 day, 6:36:40, time: 1.189, data_time: 0.054, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8922, loss_cls: 1.0799, loss: 1.0799, grad_norm: 5.6129 2021-06-17 12:58:25,512 - mmaction - INFO - Epoch [27][1940/3757] lr: 1.000e-03, eta: 1 day, 6:36:12, time: 1.071, data_time: 0.002, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9023, loss_cls: 1.0853, loss: 1.0853, grad_norm: 5.5667 2021-06-17 12:58:49,482 - mmaction - INFO - Epoch [27][1960/3757] lr: 1.000e-03, eta: 1 day, 6:35:46, time: 1.200, data_time: 0.004, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8992, loss_cls: 1.1414, loss: 1.1414, grad_norm: 5.7706 2021-06-17 12:59:14,458 - mmaction - INFO - Epoch [27][1980/3757] lr: 1.000e-03, eta: 1 day, 6:35:21, time: 1.244, data_time: 0.001, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.1346, loss: 1.1346, grad_norm: 5.6304 2021-06-17 12:59:35,789 - mmaction - INFO - Epoch [27][2000/3757] lr: 1.000e-03, eta: 1 day, 6:34:53, time: 1.070, data_time: 0.006, memory: 7080, top1_acc: 0.7133, top5_acc: 0.9016, loss_cls: 1.1332, loss: 1.1332, grad_norm: 5.6877 2021-06-17 12:59:57,205 - mmaction - INFO - Epoch [27][2020/3757] lr: 1.000e-03, eta: 1 day, 6:34:25, time: 1.071, data_time: 0.002, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8953, loss_cls: 1.1240, loss: 1.1240, grad_norm: 5.7299 2021-06-17 13:00:19,860 - mmaction - INFO - Epoch [27][2040/3757] lr: 1.000e-03, eta: 1 day, 6:33:58, time: 1.132, data_time: 0.002, memory: 7080, top1_acc: 0.6859, top5_acc: 0.8836, loss_cls: 1.2027, loss: 1.2027, grad_norm: 5.8759 2021-06-17 13:00:42,772 - mmaction - INFO - Epoch [27][2060/3757] lr: 1.000e-03, eta: 1 day, 6:33:31, time: 1.147, data_time: 0.099, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8898, loss_cls: 1.1748, loss: 1.1748, grad_norm: 5.6334 2021-06-17 13:01:05,146 - mmaction - INFO - Epoch [27][2080/3757] lr: 1.000e-03, eta: 1 day, 6:33:04, time: 1.119, data_time: 0.044, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8867, loss_cls: 1.2036, loss: 1.2036, grad_norm: 5.6585 2021-06-17 13:01:29,452 - mmaction - INFO - Epoch [27][2100/3757] lr: 1.000e-03, eta: 1 day, 6:32:38, time: 1.215, data_time: 0.001, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8930, loss_cls: 1.1145, loss: 1.1145, grad_norm: 5.5247 2021-06-17 13:01:51,690 - mmaction - INFO - Epoch [27][2120/3757] lr: 1.000e-03, eta: 1 day, 6:32:11, time: 1.111, data_time: 0.063, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8828, loss_cls: 1.1660, loss: 1.1660, grad_norm: 5.6635 2021-06-17 13:02:15,467 - mmaction - INFO - Epoch [27][2140/3757] lr: 1.000e-03, eta: 1 day, 6:31:45, time: 1.190, data_time: 0.166, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8805, loss_cls: 1.2033, loss: 1.2033, grad_norm: 5.7289 2021-06-17 13:02:38,167 - mmaction - INFO - Epoch [27][2160/3757] lr: 1.000e-03, eta: 1 day, 6:31:18, time: 1.134, data_time: 0.224, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9062, loss_cls: 1.0797, loss: 1.0797, grad_norm: 5.5791 2021-06-17 13:03:02,144 - mmaction - INFO - Epoch [27][2180/3757] lr: 1.000e-03, eta: 1 day, 6:30:52, time: 1.199, data_time: 0.102, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8961, loss_cls: 1.1246, loss: 1.1246, grad_norm: 5.4930 2021-06-17 13:03:24,927 - mmaction - INFO - Epoch [27][2200/3757] lr: 1.000e-03, eta: 1 day, 6:30:25, time: 1.139, data_time: 0.002, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8828, loss_cls: 1.1255, loss: 1.1255, grad_norm: 5.5212 2021-06-17 13:03:47,065 - mmaction - INFO - Epoch [27][2220/3757] lr: 1.000e-03, eta: 1 day, 6:29:58, time: 1.107, data_time: 0.003, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.2024, loss: 1.2024, grad_norm: 5.7352 2021-06-17 13:04:09,107 - mmaction - INFO - Epoch [27][2240/3757] lr: 1.000e-03, eta: 1 day, 6:29:30, time: 1.102, data_time: 0.007, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8844, loss_cls: 1.2277, loss: 1.2277, grad_norm: 5.7480 2021-06-17 13:04:31,526 - mmaction - INFO - Epoch [27][2260/3757] lr: 1.000e-03, eta: 1 day, 6:29:03, time: 1.122, data_time: 0.125, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8922, loss_cls: 1.1310, loss: 1.1310, grad_norm: 5.5514 2021-06-17 13:04:54,675 - mmaction - INFO - Epoch [27][2280/3757] lr: 1.000e-03, eta: 1 day, 6:28:37, time: 1.155, data_time: 0.277, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8820, loss_cls: 1.2167, loss: 1.2167, grad_norm: 5.7823 2021-06-17 13:05:18,240 - mmaction - INFO - Epoch [27][2300/3757] lr: 1.000e-03, eta: 1 day, 6:28:10, time: 1.180, data_time: 0.137, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8781, loss_cls: 1.2306, loss: 1.2306, grad_norm: 5.9436 2021-06-17 13:05:41,079 - mmaction - INFO - Epoch [27][2320/3757] lr: 1.000e-03, eta: 1 day, 6:27:44, time: 1.142, data_time: 0.003, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1439, loss: 1.1439, grad_norm: 5.7357 2021-06-17 13:06:02,044 - mmaction - INFO - Epoch [27][2340/3757] lr: 1.000e-03, eta: 1 day, 6:27:15, time: 1.049, data_time: 0.139, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8977, loss_cls: 1.1222, loss: 1.1222, grad_norm: 5.5843 2021-06-17 13:06:24,413 - mmaction - INFO - Epoch [27][2360/3757] lr: 1.000e-03, eta: 1 day, 6:26:48, time: 1.117, data_time: 0.222, memory: 7080, top1_acc: 0.6797, top5_acc: 0.8750, loss_cls: 1.2545, loss: 1.2545, grad_norm: 5.9692 2021-06-17 13:06:47,585 - mmaction - INFO - Epoch [27][2380/3757] lr: 1.000e-03, eta: 1 day, 6:26:21, time: 1.160, data_time: 0.002, memory: 7080, top1_acc: 0.6789, top5_acc: 0.8797, loss_cls: 1.2382, loss: 1.2382, grad_norm: 6.0122 2021-06-17 13:07:10,510 - mmaction - INFO - Epoch [27][2400/3757] lr: 1.000e-03, eta: 1 day, 6:25:54, time: 1.146, data_time: 0.002, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8812, loss_cls: 1.1419, loss: 1.1419, grad_norm: 5.8365 2021-06-17 13:07:33,031 - mmaction - INFO - Epoch [27][2420/3757] lr: 1.000e-03, eta: 1 day, 6:25:27, time: 1.126, data_time: 0.002, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8922, loss_cls: 1.1110, loss: 1.1110, grad_norm: 5.5232 2021-06-17 13:07:54,511 - mmaction - INFO - Epoch [27][2440/3757] lr: 1.000e-03, eta: 1 day, 6:24:59, time: 1.074, data_time: 0.069, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8852, loss_cls: 1.1726, loss: 1.1726, grad_norm: 5.7634 2021-06-17 13:08:17,174 - mmaction - INFO - Epoch [27][2460/3757] lr: 1.000e-03, eta: 1 day, 6:24:32, time: 1.133, data_time: 0.042, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.1104, loss: 1.1104, grad_norm: 5.5065 2021-06-17 13:08:41,167 - mmaction - INFO - Epoch [27][2480/3757] lr: 1.000e-03, eta: 1 day, 6:24:07, time: 1.199, data_time: 0.054, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8922, loss_cls: 1.1613, loss: 1.1613, grad_norm: 5.7450 2021-06-17 13:09:02,038 - mmaction - INFO - Epoch [27][2500/3757] lr: 1.000e-03, eta: 1 day, 6:23:38, time: 1.044, data_time: 0.130, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8945, loss_cls: 1.1861, loss: 1.1861, grad_norm: 5.9011 2021-06-17 13:09:25,572 - mmaction - INFO - Epoch [27][2520/3757] lr: 1.000e-03, eta: 1 day, 6:23:12, time: 1.176, data_time: 0.234, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9070, loss_cls: 1.0994, loss: 1.0994, grad_norm: 5.6946 2021-06-17 13:09:48,423 - mmaction - INFO - Epoch [27][2540/3757] lr: 1.000e-03, eta: 1 day, 6:22:45, time: 1.142, data_time: 0.157, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1501, loss: 1.1501, grad_norm: 5.6914 2021-06-17 13:10:12,493 - mmaction - INFO - Epoch [27][2560/3757] lr: 1.000e-03, eta: 1 day, 6:22:19, time: 1.203, data_time: 0.064, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.1904, loss: 1.1904, grad_norm: 5.7190 2021-06-17 13:10:34,130 - mmaction - INFO - Epoch [27][2580/3757] lr: 1.000e-03, eta: 1 day, 6:21:51, time: 1.083, data_time: 0.192, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8844, loss_cls: 1.2242, loss: 1.2242, grad_norm: 5.7841 2021-06-17 13:10:57,569 - mmaction - INFO - Epoch [27][2600/3757] lr: 1.000e-03, eta: 1 day, 6:21:25, time: 1.171, data_time: 0.393, memory: 7080, top1_acc: 0.6961, top5_acc: 0.8781, loss_cls: 1.2255, loss: 1.2255, grad_norm: 5.9458 2021-06-17 13:11:20,414 - mmaction - INFO - Epoch [27][2620/3757] lr: 1.000e-03, eta: 1 day, 6:20:58, time: 1.142, data_time: 0.040, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9086, loss_cls: 1.0553, loss: 1.0553, grad_norm: 5.4415 2021-06-17 13:11:44,693 - mmaction - INFO - Epoch [27][2640/3757] lr: 1.000e-03, eta: 1 day, 6:20:33, time: 1.213, data_time: 0.093, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8930, loss_cls: 1.1260, loss: 1.1260, grad_norm: 5.6259 2021-06-17 13:12:07,240 - mmaction - INFO - Epoch [27][2660/3757] lr: 1.000e-03, eta: 1 day, 6:20:06, time: 1.130, data_time: 0.003, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8789, loss_cls: 1.2139, loss: 1.2139, grad_norm: 5.7334 2021-06-17 13:12:29,683 - mmaction - INFO - Epoch [27][2680/3757] lr: 1.000e-03, eta: 1 day, 6:19:39, time: 1.120, data_time: 0.002, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8906, loss_cls: 1.1520, loss: 1.1520, grad_norm: 5.6100 2021-06-17 13:12:52,584 - mmaction - INFO - Epoch [27][2700/3757] lr: 1.000e-03, eta: 1 day, 6:19:12, time: 1.146, data_time: 0.006, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.1766, loss: 1.1766, grad_norm: 5.7706 2021-06-17 13:13:14,798 - mmaction - INFO - Epoch [27][2720/3757] lr: 1.000e-03, eta: 1 day, 6:18:44, time: 1.111, data_time: 0.005, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8844, loss_cls: 1.1981, loss: 1.1981, grad_norm: 5.7075 2021-06-17 13:13:37,600 - mmaction - INFO - Epoch [27][2740/3757] lr: 1.000e-03, eta: 1 day, 6:18:18, time: 1.138, data_time: 0.006, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.2035, loss: 1.2035, grad_norm: 5.8727 2021-06-17 13:14:01,593 - mmaction - INFO - Epoch [27][2760/3757] lr: 1.000e-03, eta: 1 day, 6:17:52, time: 1.203, data_time: 0.005, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1320, loss: 1.1320, grad_norm: 5.8066 2021-06-17 13:14:23,173 - mmaction - INFO - Epoch [27][2780/3757] lr: 1.000e-03, eta: 1 day, 6:17:24, time: 1.077, data_time: 0.007, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1587, loss: 1.1587, grad_norm: 5.6583 2021-06-17 13:14:45,648 - mmaction - INFO - Epoch [27][2800/3757] lr: 1.000e-03, eta: 1 day, 6:16:57, time: 1.125, data_time: 0.117, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9008, loss_cls: 1.0832, loss: 1.0832, grad_norm: 5.4677 2021-06-17 13:15:08,940 - mmaction - INFO - Epoch [27][2820/3757] lr: 1.000e-03, eta: 1 day, 6:16:30, time: 1.164, data_time: 0.299, memory: 7080, top1_acc: 0.6898, top5_acc: 0.8750, loss_cls: 1.2402, loss: 1.2402, grad_norm: 6.0160 2021-06-17 13:15:32,477 - mmaction - INFO - Epoch [27][2840/3757] lr: 1.000e-03, eta: 1 day, 6:16:04, time: 1.167, data_time: 0.061, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8953, loss_cls: 1.1960, loss: 1.1960, grad_norm: 5.9199 2021-06-17 13:15:53,947 - mmaction - INFO - Epoch [27][2860/3757] lr: 1.000e-03, eta: 1 day, 6:15:36, time: 1.083, data_time: 0.178, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8852, loss_cls: 1.1907, loss: 1.1907, grad_norm: 5.8665 2021-06-17 13:16:17,049 - mmaction - INFO - Epoch [27][2880/3757] lr: 1.000e-03, eta: 1 day, 6:15:10, time: 1.156, data_time: 0.314, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8992, loss_cls: 1.0981, loss: 1.0981, grad_norm: 5.6960 2021-06-17 13:16:39,376 - mmaction - INFO - Epoch [27][2900/3757] lr: 1.000e-03, eta: 1 day, 6:14:42, time: 1.116, data_time: 0.244, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8805, loss_cls: 1.1270, loss: 1.1270, grad_norm: 5.4400 2021-06-17 13:17:01,865 - mmaction - INFO - Epoch [27][2920/3757] lr: 1.000e-03, eta: 1 day, 6:14:15, time: 1.124, data_time: 0.001, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8797, loss_cls: 1.1648, loss: 1.1648, grad_norm: 5.7171 2021-06-17 13:17:24,014 - mmaction - INFO - Epoch [27][2940/3757] lr: 1.000e-03, eta: 1 day, 6:13:48, time: 1.108, data_time: 0.082, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8875, loss_cls: 1.1873, loss: 1.1873, grad_norm: 5.8291 2021-06-17 13:17:47,210 - mmaction - INFO - Epoch [27][2960/3757] lr: 1.000e-03, eta: 1 day, 6:13:21, time: 1.159, data_time: 0.259, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8961, loss_cls: 1.1415, loss: 1.1415, grad_norm: 5.7031 2021-06-17 13:18:10,290 - mmaction - INFO - Epoch [27][2980/3757] lr: 1.000e-03, eta: 1 day, 6:12:55, time: 1.154, data_time: 0.245, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1691, loss: 1.1691, grad_norm: 5.7429 2021-06-17 13:18:33,468 - mmaction - INFO - Epoch [27][3000/3757] lr: 1.000e-03, eta: 1 day, 6:12:28, time: 1.159, data_time: 0.002, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1791, loss: 1.1791, grad_norm: 5.7154 2021-06-17 13:18:55,801 - mmaction - INFO - Epoch [27][3020/3757] lr: 1.000e-03, eta: 1 day, 6:12:01, time: 1.117, data_time: 0.001, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8922, loss_cls: 1.1285, loss: 1.1285, grad_norm: 5.5303 2021-06-17 13:19:18,669 - mmaction - INFO - Epoch [27][3040/3757] lr: 1.000e-03, eta: 1 day, 6:11:34, time: 1.144, data_time: 0.199, memory: 7080, top1_acc: 0.7164, top5_acc: 0.9047, loss_cls: 1.0757, loss: 1.0757, grad_norm: 5.5800 2021-06-17 13:19:41,237 - mmaction - INFO - Epoch [27][3060/3757] lr: 1.000e-03, eta: 1 day, 6:11:07, time: 1.123, data_time: 0.062, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8906, loss_cls: 1.1667, loss: 1.1667, grad_norm: 5.8628 2021-06-17 13:20:05,261 - mmaction - INFO - Epoch [27][3080/3757] lr: 1.000e-03, eta: 1 day, 6:10:42, time: 1.207, data_time: 0.055, memory: 7080, top1_acc: 0.7109, top5_acc: 0.9141, loss_cls: 1.0755, loss: 1.0755, grad_norm: 5.6239 2021-06-17 13:20:28,009 - mmaction - INFO - Epoch [27][3100/3757] lr: 1.000e-03, eta: 1 day, 6:10:15, time: 1.136, data_time: 0.303, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9055, loss_cls: 1.1232, loss: 1.1232, grad_norm: 5.8547 2021-06-17 13:20:51,129 - mmaction - INFO - Epoch [27][3120/3757] lr: 1.000e-03, eta: 1 day, 6:09:48, time: 1.154, data_time: 0.284, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8844, loss_cls: 1.1142, loss: 1.1142, grad_norm: 5.3773 2021-06-17 13:21:12,965 - mmaction - INFO - Epoch [27][3140/3757] lr: 1.000e-03, eta: 1 day, 6:09:21, time: 1.094, data_time: 0.336, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1700, loss: 1.1700, grad_norm: 5.7397 2021-06-17 13:21:35,264 - mmaction - INFO - Epoch [27][3160/3757] lr: 1.000e-03, eta: 1 day, 6:08:53, time: 1.115, data_time: 0.042, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2460, loss: 1.2460, grad_norm: 5.8110 2021-06-17 13:21:59,302 - mmaction - INFO - Epoch [27][3180/3757] lr: 1.000e-03, eta: 1 day, 6:08:28, time: 1.202, data_time: 0.005, memory: 7080, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.2177, loss: 1.2177, grad_norm: 5.8195 2021-06-17 13:22:19,718 - mmaction - INFO - Epoch [27][3200/3757] lr: 1.000e-03, eta: 1 day, 6:07:59, time: 1.017, data_time: 0.028, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9062, loss_cls: 1.0682, loss: 1.0682, grad_norm: 5.4976 2021-06-17 13:22:42,497 - mmaction - INFO - Epoch [27][3220/3757] lr: 1.000e-03, eta: 1 day, 6:07:32, time: 1.143, data_time: 0.471, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8883, loss_cls: 1.1793, loss: 1.1793, grad_norm: 5.8124 2021-06-17 13:23:05,946 - mmaction - INFO - Epoch [27][3240/3757] lr: 1.000e-03, eta: 1 day, 6:07:06, time: 1.172, data_time: 0.283, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8977, loss_cls: 1.0886, loss: 1.0886, grad_norm: 5.4437 2021-06-17 13:23:27,222 - mmaction - INFO - Epoch [27][3260/3757] lr: 1.000e-03, eta: 1 day, 6:06:38, time: 1.064, data_time: 0.192, memory: 7080, top1_acc: 0.7562, top5_acc: 0.8992, loss_cls: 1.0569, loss: 1.0569, grad_norm: 5.2632 2021-06-17 13:23:49,797 - mmaction - INFO - Epoch [27][3280/3757] lr: 1.000e-03, eta: 1 day, 6:06:11, time: 1.128, data_time: 0.414, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.1857, loss: 1.1857, grad_norm: 5.8565 2021-06-17 13:24:11,810 - mmaction - INFO - Epoch [27][3300/3757] lr: 1.000e-03, eta: 1 day, 6:05:43, time: 1.100, data_time: 0.350, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8875, loss_cls: 1.1302, loss: 1.1302, grad_norm: 5.8121 2021-06-17 13:24:34,691 - mmaction - INFO - Epoch [27][3320/3757] lr: 1.000e-03, eta: 1 day, 6:05:17, time: 1.145, data_time: 0.213, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8992, loss_cls: 1.1182, loss: 1.1182, grad_norm: 5.7488 2021-06-17 13:24:57,919 - mmaction - INFO - Epoch [27][3340/3757] lr: 1.000e-03, eta: 1 day, 6:04:50, time: 1.160, data_time: 0.192, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8805, loss_cls: 1.1943, loss: 1.1943, grad_norm: 5.6982 2021-06-17 13:25:19,940 - mmaction - INFO - Epoch [27][3360/3757] lr: 1.000e-03, eta: 1 day, 6:04:23, time: 1.102, data_time: 0.082, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.2241, loss: 1.2241, grad_norm: 5.8524 2021-06-17 13:25:41,675 - mmaction - INFO - Epoch [27][3380/3757] lr: 1.000e-03, eta: 1 day, 6:03:55, time: 1.088, data_time: 0.081, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8922, loss_cls: 1.1856, loss: 1.1856, grad_norm: 5.7769 2021-06-17 13:26:04,057 - mmaction - INFO - Epoch [27][3400/3757] lr: 1.000e-03, eta: 1 day, 6:03:28, time: 1.119, data_time: 0.129, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8953, loss_cls: 1.1136, loss: 1.1136, grad_norm: 5.5409 2021-06-17 13:26:27,497 - mmaction - INFO - Epoch [27][3420/3757] lr: 1.000e-03, eta: 1 day, 6:03:02, time: 1.172, data_time: 0.003, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8930, loss_cls: 1.1988, loss: 1.1988, grad_norm: 5.9427 2021-06-17 13:26:49,357 - mmaction - INFO - Epoch [27][3440/3757] lr: 1.000e-03, eta: 1 day, 6:02:34, time: 1.093, data_time: 0.071, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8961, loss_cls: 1.1022, loss: 1.1022, grad_norm: 5.6628 2021-06-17 13:27:12,837 - mmaction - INFO - Epoch [27][3460/3757] lr: 1.000e-03, eta: 1 day, 6:02:08, time: 1.173, data_time: 0.315, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8852, loss_cls: 1.1041, loss: 1.1041, grad_norm: 5.5779 2021-06-17 13:27:36,774 - mmaction - INFO - Epoch [27][3480/3757] lr: 1.000e-03, eta: 1 day, 6:01:42, time: 1.198, data_time: 0.110, memory: 7080, top1_acc: 0.6844, top5_acc: 0.8820, loss_cls: 1.2530, loss: 1.2530, grad_norm: 6.0085 2021-06-17 13:27:59,491 - mmaction - INFO - Epoch [27][3500/3757] lr: 1.000e-03, eta: 1 day, 6:01:15, time: 1.135, data_time: 0.002, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9039, loss_cls: 1.1130, loss: 1.1130, grad_norm: 5.6701 2021-06-17 13:28:21,469 - mmaction - INFO - Epoch [27][3520/3757] lr: 1.000e-03, eta: 1 day, 6:00:48, time: 1.100, data_time: 0.047, memory: 7080, top1_acc: 0.6883, top5_acc: 0.8766, loss_cls: 1.2267, loss: 1.2267, grad_norm: 5.9873 2021-06-17 13:28:44,270 - mmaction - INFO - Epoch [27][3540/3757] lr: 1.000e-03, eta: 1 day, 6:00:21, time: 1.139, data_time: 0.110, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8914, loss_cls: 1.1073, loss: 1.1073, grad_norm: 5.6355 2021-06-17 13:29:07,670 - mmaction - INFO - Epoch [27][3560/3757] lr: 1.000e-03, eta: 1 day, 5:59:55, time: 1.171, data_time: 0.002, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8898, loss_cls: 1.1365, loss: 1.1365, grad_norm: 5.6466 2021-06-17 13:29:30,643 - mmaction - INFO - Epoch [27][3580/3757] lr: 1.000e-03, eta: 1 day, 5:59:28, time: 1.146, data_time: 0.001, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8977, loss_cls: 1.1176, loss: 1.1176, grad_norm: 5.7398 2021-06-17 13:29:53,491 - mmaction - INFO - Epoch [27][3600/3757] lr: 1.000e-03, eta: 1 day, 5:59:01, time: 1.143, data_time: 0.004, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8867, loss_cls: 1.1840, loss: 1.1840, grad_norm: 5.7264 2021-06-17 13:30:16,349 - mmaction - INFO - Epoch [27][3620/3757] lr: 1.000e-03, eta: 1 day, 5:58:35, time: 1.144, data_time: 0.006, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8906, loss_cls: 1.1298, loss: 1.1298, grad_norm: 5.5726 2021-06-17 13:30:39,078 - mmaction - INFO - Epoch [27][3640/3757] lr: 1.000e-03, eta: 1 day, 5:58:08, time: 1.137, data_time: 0.251, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8797, loss_cls: 1.1570, loss: 1.1570, grad_norm: 5.7149 2021-06-17 13:31:01,585 - mmaction - INFO - Epoch [27][3660/3757] lr: 1.000e-03, eta: 1 day, 5:57:41, time: 1.125, data_time: 0.220, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8992, loss_cls: 1.1070, loss: 1.1070, grad_norm: 5.6197 2021-06-17 13:31:23,878 - mmaction - INFO - Epoch [27][3680/3757] lr: 1.000e-03, eta: 1 day, 5:57:14, time: 1.114, data_time: 0.077, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8875, loss_cls: 1.1454, loss: 1.1454, grad_norm: 5.6802 2021-06-17 13:31:46,733 - mmaction - INFO - Epoch [27][3700/3757] lr: 1.000e-03, eta: 1 day, 5:56:47, time: 1.141, data_time: 0.028, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8969, loss_cls: 1.1351, loss: 1.1351, grad_norm: 5.6620 2021-06-17 13:32:08,890 - mmaction - INFO - Epoch [27][3720/3757] lr: 1.000e-03, eta: 1 day, 5:56:20, time: 1.108, data_time: 0.231, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8742, loss_cls: 1.1847, loss: 1.1847, grad_norm: 5.6968 2021-06-17 13:32:32,165 - mmaction - INFO - Epoch [27][3740/3757] lr: 1.000e-03, eta: 1 day, 5:55:53, time: 1.165, data_time: 0.260, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.1141, loss: 1.1141, grad_norm: 5.5744 2021-06-17 13:32:54,396 - mmaction - INFO - Saving checkpoint at 27 epochs 2021-06-17 13:40:13,764 - mmaction - INFO - Epoch [28][20/3757] lr: 1.000e-03, eta: 1 day, 6:00:41, time: 21.920, data_time: 20.875, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.1647, loss: 1.1647, grad_norm: 5.7057 2021-06-17 13:40:36,918 - mmaction - INFO - Epoch [28][40/3757] lr: 1.000e-03, eta: 1 day, 6:00:15, time: 1.160, data_time: 0.187, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8797, loss_cls: 1.1954, loss: 1.1954, grad_norm: 5.7003 2021-06-17 13:40:58,042 - mmaction - INFO - Epoch [28][60/3757] lr: 1.000e-03, eta: 1 day, 5:59:46, time: 1.056, data_time: 0.178, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8797, loss_cls: 1.1678, loss: 1.1678, grad_norm: 5.7341 2021-06-17 13:41:19,850 - mmaction - INFO - Epoch [28][80/3757] lr: 1.000e-03, eta: 1 day, 5:59:18, time: 1.091, data_time: 0.480, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1685, loss: 1.1685, grad_norm: 5.6789 2021-06-17 13:41:43,634 - mmaction - INFO - Epoch [28][100/3757] lr: 1.000e-03, eta: 1 day, 5:58:52, time: 1.186, data_time: 0.164, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9008, loss_cls: 1.0807, loss: 1.0807, grad_norm: 5.4050 2021-06-17 13:42:05,139 - mmaction - INFO - Epoch [28][120/3757] lr: 1.000e-03, eta: 1 day, 5:58:24, time: 1.076, data_time: 0.032, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1503, loss: 1.1503, grad_norm: 5.6940 2021-06-17 13:42:27,152 - mmaction - INFO - Epoch [28][140/3757] lr: 1.000e-03, eta: 1 day, 5:57:57, time: 1.103, data_time: 0.065, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8820, loss_cls: 1.1403, loss: 1.1403, grad_norm: 5.4792 2021-06-17 13:42:51,304 - mmaction - INFO - Epoch [28][160/3757] lr: 1.000e-03, eta: 1 day, 5:57:31, time: 1.205, data_time: 0.076, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0655, loss: 1.0655, grad_norm: 5.3237 2021-06-17 13:43:13,628 - mmaction - INFO - Epoch [28][180/3757] lr: 1.000e-03, eta: 1 day, 5:57:04, time: 1.118, data_time: 0.104, memory: 7080, top1_acc: 0.7164, top5_acc: 0.9008, loss_cls: 1.1063, loss: 1.1063, grad_norm: 5.6893 2021-06-17 13:43:36,233 - mmaction - INFO - Epoch [28][200/3757] lr: 1.000e-03, eta: 1 day, 5:56:37, time: 1.130, data_time: 0.339, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8781, loss_cls: 1.1839, loss: 1.1839, grad_norm: 5.6374 2021-06-17 13:43:59,733 - mmaction - INFO - Epoch [28][220/3757] lr: 1.000e-03, eta: 1 day, 5:56:10, time: 1.176, data_time: 0.233, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8867, loss_cls: 1.2250, loss: 1.2250, grad_norm: 5.7677 2021-06-17 13:44:22,369 - mmaction - INFO - Epoch [28][240/3757] lr: 1.000e-03, eta: 1 day, 5:55:43, time: 1.132, data_time: 0.001, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8945, loss_cls: 1.1249, loss: 1.1249, grad_norm: 5.6119 2021-06-17 13:44:46,137 - mmaction - INFO - Epoch [28][260/3757] lr: 1.000e-03, eta: 1 day, 5:55:17, time: 1.188, data_time: 0.001, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8883, loss_cls: 1.1548, loss: 1.1548, grad_norm: 5.7037 2021-06-17 13:45:09,336 - mmaction - INFO - Epoch [28][280/3757] lr: 1.000e-03, eta: 1 day, 5:54:51, time: 1.160, data_time: 0.328, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1648, loss: 1.1648, grad_norm: 5.6289 2021-06-17 13:45:31,276 - mmaction - INFO - Epoch [28][300/3757] lr: 1.000e-03, eta: 1 day, 5:54:23, time: 1.097, data_time: 0.338, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9117, loss_cls: 1.0218, loss: 1.0218, grad_norm: 5.3392 2021-06-17 13:45:54,235 - mmaction - INFO - Epoch [28][320/3757] lr: 1.000e-03, eta: 1 day, 5:53:57, time: 1.147, data_time: 0.160, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8859, loss_cls: 1.1955, loss: 1.1955, grad_norm: 5.7363 2021-06-17 13:46:17,447 - mmaction - INFO - Epoch [28][340/3757] lr: 1.000e-03, eta: 1 day, 5:53:30, time: 1.162, data_time: 0.068, memory: 7080, top1_acc: 0.7102, top5_acc: 0.9000, loss_cls: 1.0962, loss: 1.0962, grad_norm: 5.5290 2021-06-17 13:46:40,850 - mmaction - INFO - Epoch [28][360/3757] lr: 1.000e-03, eta: 1 day, 5:53:04, time: 1.168, data_time: 0.001, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1746, loss: 1.1746, grad_norm: 5.6903 2021-06-17 13:47:02,490 - mmaction - INFO - Epoch [28][380/3757] lr: 1.000e-03, eta: 1 day, 5:52:36, time: 1.082, data_time: 0.090, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8992, loss_cls: 1.1111, loss: 1.1111, grad_norm: 5.5146 2021-06-17 13:47:24,868 - mmaction - INFO - Epoch [28][400/3757] lr: 1.000e-03, eta: 1 day, 5:52:09, time: 1.119, data_time: 0.198, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0893, loss: 1.0893, grad_norm: 5.4882 2021-06-17 13:47:48,997 - mmaction - INFO - Epoch [28][420/3757] lr: 1.000e-03, eta: 1 day, 5:51:43, time: 1.208, data_time: 0.085, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9039, loss_cls: 1.0875, loss: 1.0875, grad_norm: 5.4808 2021-06-17 13:48:11,864 - mmaction - INFO - Epoch [28][440/3757] lr: 1.000e-03, eta: 1 day, 5:51:16, time: 1.144, data_time: 0.003, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8984, loss_cls: 1.1005, loss: 1.1005, grad_norm: 5.5918 2021-06-17 13:48:33,351 - mmaction - INFO - Epoch [28][460/3757] lr: 1.000e-03, eta: 1 day, 5:50:48, time: 1.072, data_time: 0.002, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9055, loss_cls: 1.0469, loss: 1.0469, grad_norm: 5.5568 2021-06-17 13:48:57,291 - mmaction - INFO - Epoch [28][480/3757] lr: 1.000e-03, eta: 1 day, 5:50:22, time: 1.198, data_time: 0.025, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8977, loss_cls: 1.1319, loss: 1.1319, grad_norm: 5.6255 2021-06-17 13:49:19,856 - mmaction - INFO - Epoch [28][500/3757] lr: 1.000e-03, eta: 1 day, 5:49:55, time: 1.128, data_time: 0.016, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8891, loss_cls: 1.1166, loss: 1.1166, grad_norm: 5.6806 2021-06-17 13:49:42,141 - mmaction - INFO - Epoch [28][520/3757] lr: 1.000e-03, eta: 1 day, 5:49:28, time: 1.114, data_time: 0.038, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1870, loss: 1.1870, grad_norm: 5.9210 2021-06-17 13:50:05,157 - mmaction - INFO - Epoch [28][540/3757] lr: 1.000e-03, eta: 1 day, 5:49:01, time: 1.151, data_time: 0.013, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8914, loss_cls: 1.1130, loss: 1.1130, grad_norm: 5.5713 2021-06-17 13:50:27,155 - mmaction - INFO - Epoch [28][560/3757] lr: 1.000e-03, eta: 1 day, 5:48:34, time: 1.101, data_time: 0.081, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8844, loss_cls: 1.1077, loss: 1.1077, grad_norm: 5.6323 2021-06-17 13:50:49,854 - mmaction - INFO - Epoch [28][580/3757] lr: 1.000e-03, eta: 1 day, 5:48:07, time: 1.135, data_time: 0.054, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8883, loss_cls: 1.1219, loss: 1.1219, grad_norm: 5.6540 2021-06-17 13:51:12,944 - mmaction - INFO - Epoch [28][600/3757] lr: 1.000e-03, eta: 1 day, 5:47:40, time: 1.154, data_time: 0.090, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8945, loss_cls: 1.1166, loss: 1.1166, grad_norm: 5.5151 2021-06-17 13:51:34,646 - mmaction - INFO - Epoch [28][620/3757] lr: 1.000e-03, eta: 1 day, 5:47:12, time: 1.084, data_time: 0.308, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9008, loss_cls: 1.1124, loss: 1.1124, grad_norm: 5.5222 2021-06-17 13:51:57,105 - mmaction - INFO - Epoch [28][640/3757] lr: 1.000e-03, eta: 1 day, 5:46:45, time: 1.121, data_time: 0.251, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9172, loss_cls: 1.0617, loss: 1.0617, grad_norm: 5.6645 2021-06-17 13:52:21,362 - mmaction - INFO - Epoch [28][660/3757] lr: 1.000e-03, eta: 1 day, 5:46:20, time: 1.216, data_time: 0.235, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8828, loss_cls: 1.2122, loss: 1.2122, grad_norm: 5.8650 2021-06-17 13:52:42,604 - mmaction - INFO - Epoch [28][680/3757] lr: 1.000e-03, eta: 1 day, 5:45:51, time: 1.062, data_time: 0.138, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8914, loss_cls: 1.1045, loss: 1.1045, grad_norm: 5.6335 2021-06-17 13:53:05,592 - mmaction - INFO - Epoch [28][700/3757] lr: 1.000e-03, eta: 1 day, 5:45:25, time: 1.148, data_time: 0.177, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1665, loss: 1.1665, grad_norm: 5.6314 2021-06-17 13:53:28,422 - mmaction - INFO - Epoch [28][720/3757] lr: 1.000e-03, eta: 1 day, 5:44:58, time: 1.142, data_time: 0.194, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8789, loss_cls: 1.1424, loss: 1.1424, grad_norm: 5.6053 2021-06-17 13:53:51,243 - mmaction - INFO - Epoch [28][740/3757] lr: 1.000e-03, eta: 1 day, 5:44:31, time: 1.142, data_time: 0.321, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8781, loss_cls: 1.1936, loss: 1.1936, grad_norm: 5.7271 2021-06-17 13:54:14,611 - mmaction - INFO - Epoch [28][760/3757] lr: 1.000e-03, eta: 1 day, 5:44:05, time: 1.169, data_time: 0.383, memory: 7080, top1_acc: 0.7109, top5_acc: 0.9000, loss_cls: 1.1429, loss: 1.1429, grad_norm: 5.8542 2021-06-17 13:54:37,988 - mmaction - INFO - Epoch [28][780/3757] lr: 1.000e-03, eta: 1 day, 5:43:38, time: 1.166, data_time: 0.252, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8781, loss_cls: 1.2181, loss: 1.2181, grad_norm: 5.6644 2021-06-17 13:55:00,486 - mmaction - INFO - Epoch [28][800/3757] lr: 1.000e-03, eta: 1 day, 5:43:11, time: 1.128, data_time: 0.035, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8883, loss_cls: 1.1539, loss: 1.1539, grad_norm: 5.6785 2021-06-17 13:55:23,510 - mmaction - INFO - Epoch [28][820/3757] lr: 1.000e-03, eta: 1 day, 5:42:45, time: 1.151, data_time: 0.177, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8992, loss_cls: 1.1022, loss: 1.1022, grad_norm: 5.7043 2021-06-17 13:55:44,682 - mmaction - INFO - Epoch [28][840/3757] lr: 1.000e-03, eta: 1 day, 5:42:16, time: 1.055, data_time: 0.133, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9109, loss_cls: 1.0677, loss: 1.0677, grad_norm: 5.5542 2021-06-17 13:56:10,138 - mmaction - INFO - Epoch [28][860/3757] lr: 1.000e-03, eta: 1 day, 5:41:52, time: 1.277, data_time: 0.041, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8914, loss_cls: 1.1842, loss: 1.1842, grad_norm: 5.8813 2021-06-17 13:56:31,714 - mmaction - INFO - Epoch [28][880/3757] lr: 1.000e-03, eta: 1 day, 5:41:24, time: 1.079, data_time: 0.004, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8984, loss_cls: 1.1141, loss: 1.1141, grad_norm: 5.5096 2021-06-17 13:56:53,678 - mmaction - INFO - Epoch [28][900/3757] lr: 1.000e-03, eta: 1 day, 5:40:56, time: 1.098, data_time: 0.087, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8945, loss_cls: 1.1024, loss: 1.1024, grad_norm: 5.5296 2021-06-17 13:57:15,569 - mmaction - INFO - Epoch [28][920/3757] lr: 1.000e-03, eta: 1 day, 5:40:29, time: 1.095, data_time: 0.099, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8906, loss_cls: 1.1576, loss: 1.1576, grad_norm: 5.9321 2021-06-17 13:57:38,744 - mmaction - INFO - Epoch [28][940/3757] lr: 1.000e-03, eta: 1 day, 5:40:02, time: 1.159, data_time: 0.011, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8914, loss_cls: 1.1299, loss: 1.1299, grad_norm: 5.7317 2021-06-17 13:58:01,425 - mmaction - INFO - Epoch [28][960/3757] lr: 1.000e-03, eta: 1 day, 5:39:35, time: 1.134, data_time: 0.008, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.0625, loss: 1.0625, grad_norm: 5.5076 2021-06-17 13:58:24,441 - mmaction - INFO - Epoch [28][980/3757] lr: 1.000e-03, eta: 1 day, 5:39:09, time: 1.149, data_time: 0.042, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.1624, loss: 1.1624, grad_norm: 5.8290 2021-06-17 13:58:48,343 - mmaction - INFO - Epoch [28][1000/3757] lr: 1.000e-03, eta: 1 day, 5:38:43, time: 1.196, data_time: 0.059, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8945, loss_cls: 1.1444, loss: 1.1444, grad_norm: 5.7212 2021-06-17 13:59:10,943 - mmaction - INFO - Epoch [28][1020/3757] lr: 1.000e-03, eta: 1 day, 5:38:16, time: 1.130, data_time: 0.167, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8922, loss_cls: 1.1768, loss: 1.1768, grad_norm: 5.7592 2021-06-17 13:59:33,700 - mmaction - INFO - Epoch [28][1040/3757] lr: 1.000e-03, eta: 1 day, 5:37:49, time: 1.137, data_time: 0.282, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8875, loss_cls: 1.1697, loss: 1.1697, grad_norm: 5.7972 2021-06-17 13:59:55,416 - mmaction - INFO - Epoch [28][1060/3757] lr: 1.000e-03, eta: 1 day, 5:37:21, time: 1.086, data_time: 0.177, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8820, loss_cls: 1.1817, loss: 1.1817, grad_norm: 5.7952 2021-06-17 14:00:19,696 - mmaction - INFO - Epoch [28][1080/3757] lr: 1.000e-03, eta: 1 day, 5:36:56, time: 1.214, data_time: 0.204, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8914, loss_cls: 1.1714, loss: 1.1714, grad_norm: 5.9135 2021-06-17 14:00:41,485 - mmaction - INFO - Epoch [28][1100/3757] lr: 1.000e-03, eta: 1 day, 5:36:28, time: 1.088, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9062, loss_cls: 1.0120, loss: 1.0120, grad_norm: 5.4236 2021-06-17 14:01:04,386 - mmaction - INFO - Epoch [28][1120/3757] lr: 1.000e-03, eta: 1 day, 5:36:01, time: 1.147, data_time: 0.054, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9016, loss_cls: 1.0890, loss: 1.0890, grad_norm: 5.6526 2021-06-17 14:01:26,583 - mmaction - INFO - Epoch [28][1140/3757] lr: 1.000e-03, eta: 1 day, 5:35:34, time: 1.110, data_time: 0.184, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8914, loss_cls: 1.1157, loss: 1.1157, grad_norm: 5.5164 2021-06-17 14:01:48,873 - mmaction - INFO - Epoch [28][1160/3757] lr: 1.000e-03, eta: 1 day, 5:35:07, time: 1.114, data_time: 0.037, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8914, loss_cls: 1.1512, loss: 1.1512, grad_norm: 5.6966 2021-06-17 14:02:11,463 - mmaction - INFO - Epoch [28][1180/3757] lr: 1.000e-03, eta: 1 day, 5:34:40, time: 1.127, data_time: 0.115, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8773, loss_cls: 1.1442, loss: 1.1442, grad_norm: 5.6768 2021-06-17 14:02:33,639 - mmaction - INFO - Epoch [28][1200/3757] lr: 1.000e-03, eta: 1 day, 5:34:13, time: 1.111, data_time: 0.118, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9023, loss_cls: 1.0548, loss: 1.0548, grad_norm: 5.4670 2021-06-17 14:02:56,628 - mmaction - INFO - Epoch [28][1220/3757] lr: 1.000e-03, eta: 1 day, 5:33:46, time: 1.149, data_time: 0.373, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8844, loss_cls: 1.1890, loss: 1.1890, grad_norm: 5.8744 2021-06-17 14:03:19,010 - mmaction - INFO - Epoch [28][1240/3757] lr: 1.000e-03, eta: 1 day, 5:33:19, time: 1.120, data_time: 0.169, memory: 7080, top1_acc: 0.7008, top5_acc: 0.9016, loss_cls: 1.1357, loss: 1.1357, grad_norm: 5.7509 2021-06-17 14:03:40,989 - mmaction - INFO - Epoch [28][1260/3757] lr: 1.000e-03, eta: 1 day, 5:32:51, time: 1.099, data_time: 0.294, memory: 7080, top1_acc: 0.7148, top5_acc: 0.9016, loss_cls: 1.0995, loss: 1.0995, grad_norm: 5.6572 2021-06-17 14:04:04,564 - mmaction - INFO - Epoch [28][1280/3757] lr: 1.000e-03, eta: 1 day, 5:32:25, time: 1.179, data_time: 0.367, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9000, loss_cls: 1.0788, loss: 1.0788, grad_norm: 5.5592 2021-06-17 14:04:26,664 - mmaction - INFO - Epoch [28][1300/3757] lr: 1.000e-03, eta: 1 day, 5:31:58, time: 1.105, data_time: 0.044, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8953, loss_cls: 1.1275, loss: 1.1275, grad_norm: 5.6435 2021-06-17 14:04:49,846 - mmaction - INFO - Epoch [28][1320/3757] lr: 1.000e-03, eta: 1 day, 5:31:31, time: 1.160, data_time: 0.014, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9023, loss_cls: 1.0707, loss: 1.0707, grad_norm: 5.7432 2021-06-17 14:05:13,397 - mmaction - INFO - Epoch [28][1340/3757] lr: 1.000e-03, eta: 1 day, 5:31:05, time: 1.177, data_time: 0.063, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8969, loss_cls: 1.1236, loss: 1.1236, grad_norm: 5.5661 2021-06-17 14:05:37,308 - mmaction - INFO - Epoch [28][1360/3757] lr: 1.000e-03, eta: 1 day, 5:30:39, time: 1.196, data_time: 0.004, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8898, loss_cls: 1.1619, loss: 1.1619, grad_norm: 5.9506 2021-06-17 14:05:58,486 - mmaction - INFO - Epoch [28][1380/3757] lr: 1.000e-03, eta: 1 day, 5:30:11, time: 1.058, data_time: 0.004, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1429, loss: 1.1429, grad_norm: 5.6877 2021-06-17 14:06:21,657 - mmaction - INFO - Epoch [28][1400/3757] lr: 1.000e-03, eta: 1 day, 5:29:45, time: 1.159, data_time: 0.260, memory: 7080, top1_acc: 0.7148, top5_acc: 0.9039, loss_cls: 1.0837, loss: 1.0837, grad_norm: 5.4975 2021-06-17 14:06:44,338 - mmaction - INFO - Epoch [28][1420/3757] lr: 1.000e-03, eta: 1 day, 5:29:18, time: 1.134, data_time: 0.092, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8938, loss_cls: 1.1406, loss: 1.1406, grad_norm: 5.6801 2021-06-17 14:07:07,166 - mmaction - INFO - Epoch [28][1440/3757] lr: 1.000e-03, eta: 1 day, 5:28:51, time: 1.142, data_time: 0.093, memory: 7080, top1_acc: 0.7070, top5_acc: 0.9016, loss_cls: 1.0968, loss: 1.0968, grad_norm: 5.8111 2021-06-17 14:07:30,118 - mmaction - INFO - Epoch [28][1460/3757] lr: 1.000e-03, eta: 1 day, 5:28:24, time: 1.146, data_time: 0.084, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9000, loss_cls: 1.0750, loss: 1.0750, grad_norm: 5.6738 2021-06-17 14:07:52,158 - mmaction - INFO - Epoch [28][1480/3757] lr: 1.000e-03, eta: 1 day, 5:27:57, time: 1.099, data_time: 0.062, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8953, loss_cls: 1.1472, loss: 1.1472, grad_norm: 5.7957 2021-06-17 14:08:16,670 - mmaction - INFO - Epoch [28][1500/3757] lr: 1.000e-03, eta: 1 day, 5:27:32, time: 1.230, data_time: 0.071, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9125, loss_cls: 1.0639, loss: 1.0639, grad_norm: 5.5580 2021-06-17 14:08:38,449 - mmaction - INFO - Epoch [28][1520/3757] lr: 1.000e-03, eta: 1 day, 5:27:04, time: 1.088, data_time: 0.124, memory: 7080, top1_acc: 0.7203, top5_acc: 0.9062, loss_cls: 1.0988, loss: 1.0988, grad_norm: 5.7864 2021-06-17 14:09:01,105 - mmaction - INFO - Epoch [28][1540/3757] lr: 1.000e-03, eta: 1 day, 5:26:37, time: 1.133, data_time: 0.247, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8914, loss_cls: 1.1748, loss: 1.1748, grad_norm: 5.8519 2021-06-17 14:09:23,416 - mmaction - INFO - Epoch [28][1560/3757] lr: 1.000e-03, eta: 1 day, 5:26:10, time: 1.116, data_time: 0.467, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8930, loss_cls: 1.1231, loss: 1.1231, grad_norm: 5.6433 2021-06-17 14:09:47,149 - mmaction - INFO - Epoch [28][1580/3757] lr: 1.000e-03, eta: 1 day, 5:25:44, time: 1.187, data_time: 0.201, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1352, loss: 1.1352, grad_norm: 5.6291 2021-06-17 14:10:09,590 - mmaction - INFO - Epoch [28][1600/3757] lr: 1.000e-03, eta: 1 day, 5:25:17, time: 1.118, data_time: 0.054, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1209, loss: 1.1209, grad_norm: 5.4899 2021-06-17 14:10:32,260 - mmaction - INFO - Epoch [28][1620/3757] lr: 1.000e-03, eta: 1 day, 5:24:50, time: 1.137, data_time: 0.006, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8797, loss_cls: 1.1941, loss: 1.1941, grad_norm: 5.8469 2021-06-17 14:10:55,795 - mmaction - INFO - Epoch [28][1640/3757] lr: 1.000e-03, eta: 1 day, 5:24:24, time: 1.178, data_time: 0.004, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8852, loss_cls: 1.1905, loss: 1.1905, grad_norm: 5.8199 2021-06-17 14:11:18,816 - mmaction - INFO - Epoch [28][1660/3757] lr: 1.000e-03, eta: 1 day, 5:23:57, time: 1.151, data_time: 0.002, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8891, loss_cls: 1.0960, loss: 1.0960, grad_norm: 5.4405 2021-06-17 14:11:40,728 - mmaction - INFO - Epoch [28][1680/3757] lr: 1.000e-03, eta: 1 day, 5:23:30, time: 1.094, data_time: 0.002, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8992, loss_cls: 1.1324, loss: 1.1324, grad_norm: 5.6928 2021-06-17 14:12:04,329 - mmaction - INFO - Epoch [28][1700/3757] lr: 1.000e-03, eta: 1 day, 5:23:04, time: 1.181, data_time: 0.009, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1361, loss: 1.1361, grad_norm: 5.6543 2021-06-17 14:12:27,585 - mmaction - INFO - Epoch [28][1720/3757] lr: 1.000e-03, eta: 1 day, 5:22:37, time: 1.163, data_time: 0.007, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.1048, loss: 1.1048, grad_norm: 5.6851 2021-06-17 14:12:49,193 - mmaction - INFO - Epoch [28][1740/3757] lr: 1.000e-03, eta: 1 day, 5:22:09, time: 1.080, data_time: 0.107, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1233, loss: 1.1233, grad_norm: 5.6851 2021-06-17 14:13:11,315 - mmaction - INFO - Epoch [28][1760/3757] lr: 1.000e-03, eta: 1 day, 5:21:42, time: 1.101, data_time: 0.076, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8930, loss_cls: 1.1676, loss: 1.1676, grad_norm: 5.7882 2021-06-17 14:13:34,622 - mmaction - INFO - Epoch [28][1780/3757] lr: 1.000e-03, eta: 1 day, 5:21:16, time: 1.171, data_time: 0.012, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8984, loss_cls: 1.1386, loss: 1.1386, grad_norm: 5.6272 2021-06-17 14:13:57,541 - mmaction - INFO - Epoch [28][1800/3757] lr: 1.000e-03, eta: 1 day, 5:20:49, time: 1.145, data_time: 0.085, memory: 7080, top1_acc: 0.6852, top5_acc: 0.8867, loss_cls: 1.1931, loss: 1.1931, grad_norm: 5.7550 2021-06-17 14:14:20,789 - mmaction - INFO - Epoch [28][1820/3757] lr: 1.000e-03, eta: 1 day, 5:20:23, time: 1.162, data_time: 0.225, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8938, loss_cls: 1.0878, loss: 1.0878, grad_norm: 5.5141 2021-06-17 14:14:44,576 - mmaction - INFO - Epoch [28][1840/3757] lr: 1.000e-03, eta: 1 day, 5:19:57, time: 1.191, data_time: 0.005, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8930, loss_cls: 1.1649, loss: 1.1649, grad_norm: 5.8366 2021-06-17 14:15:08,061 - mmaction - INFO - Epoch [28][1860/3757] lr: 1.000e-03, eta: 1 day, 5:19:31, time: 1.173, data_time: 0.002, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8914, loss_cls: 1.1090, loss: 1.1090, grad_norm: 5.4894 2021-06-17 14:15:30,244 - mmaction - INFO - Epoch [28][1880/3757] lr: 1.000e-03, eta: 1 day, 5:19:03, time: 1.110, data_time: 0.123, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8969, loss_cls: 1.0981, loss: 1.0981, grad_norm: 5.5973 2021-06-17 14:15:53,249 - mmaction - INFO - Epoch [28][1900/3757] lr: 1.000e-03, eta: 1 day, 5:18:37, time: 1.151, data_time: 0.003, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9008, loss_cls: 1.0732, loss: 1.0732, grad_norm: 5.7309 2021-06-17 14:16:15,709 - mmaction - INFO - Epoch [28][1920/3757] lr: 1.000e-03, eta: 1 day, 5:18:10, time: 1.123, data_time: 0.184, memory: 7080, top1_acc: 0.7406, top5_acc: 0.8938, loss_cls: 1.0638, loss: 1.0638, grad_norm: 5.3669 2021-06-17 14:16:37,700 - mmaction - INFO - Epoch [28][1940/3757] lr: 1.000e-03, eta: 1 day, 5:17:42, time: 1.094, data_time: 0.316, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0887, loss: 1.0887, grad_norm: 5.6046 2021-06-17 14:16:59,873 - mmaction - INFO - Epoch [28][1960/3757] lr: 1.000e-03, eta: 1 day, 5:17:15, time: 1.114, data_time: 0.048, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8953, loss_cls: 1.1020, loss: 1.1020, grad_norm: 5.6573 2021-06-17 14:17:24,816 - mmaction - INFO - Epoch [28][1980/3757] lr: 1.000e-03, eta: 1 day, 5:16:50, time: 1.247, data_time: 0.302, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.1572, loss: 1.1572, grad_norm: 5.7171 2021-06-17 14:17:47,523 - mmaction - INFO - Epoch [28][2000/3757] lr: 1.000e-03, eta: 1 day, 5:16:23, time: 1.135, data_time: 0.002, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8945, loss_cls: 1.1174, loss: 1.1174, grad_norm: 5.5350 2021-06-17 14:18:08,963 - mmaction - INFO - Epoch [28][2020/3757] lr: 1.000e-03, eta: 1 day, 5:15:55, time: 1.068, data_time: 0.002, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8977, loss_cls: 1.1319, loss: 1.1319, grad_norm: 5.6671 2021-06-17 14:18:31,008 - mmaction - INFO - Epoch [28][2040/3757] lr: 1.000e-03, eta: 1 day, 5:15:28, time: 1.106, data_time: 0.009, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8930, loss_cls: 1.1518, loss: 1.1518, grad_norm: 5.7080 2021-06-17 14:18:52,894 - mmaction - INFO - Epoch [28][2060/3757] lr: 1.000e-03, eta: 1 day, 5:15:01, time: 1.095, data_time: 0.021, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8867, loss_cls: 1.1504, loss: 1.1504, grad_norm: 5.6187 2021-06-17 14:19:16,160 - mmaction - INFO - Epoch [28][2080/3757] lr: 1.000e-03, eta: 1 day, 5:14:34, time: 1.163, data_time: 0.119, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.1331, loss: 1.1331, grad_norm: 5.5639 2021-06-17 14:19:38,651 - mmaction - INFO - Epoch [28][2100/3757] lr: 1.000e-03, eta: 1 day, 5:14:07, time: 1.125, data_time: 0.042, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9016, loss_cls: 1.0562, loss: 1.0562, grad_norm: 5.6886 2021-06-17 14:20:01,157 - mmaction - INFO - Epoch [28][2120/3757] lr: 1.000e-03, eta: 1 day, 5:13:40, time: 1.125, data_time: 0.066, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8961, loss_cls: 1.1227, loss: 1.1227, grad_norm: 5.7598 2021-06-17 14:20:24,531 - mmaction - INFO - Epoch [28][2140/3757] lr: 1.000e-03, eta: 1 day, 5:13:14, time: 1.168, data_time: 0.101, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8805, loss_cls: 1.1796, loss: 1.1796, grad_norm: 5.8028 2021-06-17 14:20:47,768 - mmaction - INFO - Epoch [28][2160/3757] lr: 1.000e-03, eta: 1 day, 5:12:48, time: 1.161, data_time: 0.040, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8922, loss_cls: 1.1359, loss: 1.1359, grad_norm: 5.7702 2021-06-17 14:21:11,050 - mmaction - INFO - Epoch [28][2180/3757] lr: 1.000e-03, eta: 1 day, 5:12:21, time: 1.166, data_time: 0.149, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8930, loss_cls: 1.1495, loss: 1.1495, grad_norm: 5.7540 2021-06-17 14:21:34,301 - mmaction - INFO - Epoch [28][2200/3757] lr: 1.000e-03, eta: 1 day, 5:11:55, time: 1.161, data_time: 0.115, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8805, loss_cls: 1.2556, loss: 1.2556, grad_norm: 5.9575 2021-06-17 14:21:56,834 - mmaction - INFO - Epoch [28][2220/3757] lr: 1.000e-03, eta: 1 day, 5:11:28, time: 1.127, data_time: 0.003, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8914, loss_cls: 1.1259, loss: 1.1259, grad_norm: 5.6989 2021-06-17 14:22:19,867 - mmaction - INFO - Epoch [28][2240/3757] lr: 1.000e-03, eta: 1 day, 5:11:02, time: 1.152, data_time: 0.010, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8930, loss_cls: 1.1183, loss: 1.1183, grad_norm: 5.6140 2021-06-17 14:22:42,225 - mmaction - INFO - Epoch [28][2260/3757] lr: 1.000e-03, eta: 1 day, 5:10:34, time: 1.118, data_time: 0.001, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8883, loss_cls: 1.1482, loss: 1.1482, grad_norm: 5.6180 2021-06-17 14:23:05,314 - mmaction - INFO - Epoch [28][2280/3757] lr: 1.000e-03, eta: 1 day, 5:10:08, time: 1.154, data_time: 0.002, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1402, loss: 1.1402, grad_norm: 5.6509 2021-06-17 14:23:28,526 - mmaction - INFO - Epoch [28][2300/3757] lr: 1.000e-03, eta: 1 day, 5:09:42, time: 1.161, data_time: 0.002, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8930, loss_cls: 1.1604, loss: 1.1604, grad_norm: 5.7443 2021-06-17 14:23:52,032 - mmaction - INFO - Epoch [28][2320/3757] lr: 1.000e-03, eta: 1 day, 5:09:15, time: 1.176, data_time: 0.002, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9039, loss_cls: 1.0896, loss: 1.0896, grad_norm: 5.5935 2021-06-17 14:24:14,221 - mmaction - INFO - Epoch [28][2340/3757] lr: 1.000e-03, eta: 1 day, 5:08:48, time: 1.109, data_time: 0.094, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8945, loss_cls: 1.0855, loss: 1.0855, grad_norm: 5.5790 2021-06-17 14:24:37,066 - mmaction - INFO - Epoch [28][2360/3757] lr: 1.000e-03, eta: 1 day, 5:08:22, time: 1.142, data_time: 0.150, memory: 7080, top1_acc: 0.6750, top5_acc: 0.8766, loss_cls: 1.2205, loss: 1.2205, grad_norm: 5.9526 2021-06-17 14:24:59,592 - mmaction - INFO - Epoch [28][2380/3757] lr: 1.000e-03, eta: 1 day, 5:07:55, time: 1.126, data_time: 0.058, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8812, loss_cls: 1.1750, loss: 1.1750, grad_norm: 5.7911 2021-06-17 14:25:22,895 - mmaction - INFO - Epoch [28][2400/3757] lr: 1.000e-03, eta: 1 day, 5:07:28, time: 1.166, data_time: 0.256, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2074, loss: 1.2074, grad_norm: 5.8860 2021-06-17 14:25:46,336 - mmaction - INFO - Epoch [28][2420/3757] lr: 1.000e-03, eta: 1 day, 5:07:02, time: 1.171, data_time: 0.001, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8820, loss_cls: 1.1496, loss: 1.1496, grad_norm: 5.5214 2021-06-17 14:26:08,749 - mmaction - INFO - Epoch [28][2440/3757] lr: 1.000e-03, eta: 1 day, 5:06:35, time: 1.121, data_time: 0.004, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8953, loss_cls: 1.1001, loss: 1.1001, grad_norm: 5.6264 2021-06-17 14:26:31,310 - mmaction - INFO - Epoch [28][2460/3757] lr: 1.000e-03, eta: 1 day, 5:06:08, time: 1.129, data_time: 0.002, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8922, loss_cls: 1.2118, loss: 1.2118, grad_norm: 6.0595 2021-06-17 14:26:53,273 - mmaction - INFO - Epoch [28][2480/3757] lr: 1.000e-03, eta: 1 day, 5:05:41, time: 1.098, data_time: 0.035, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8906, loss_cls: 1.1446, loss: 1.1446, grad_norm: 5.7200 2021-06-17 14:27:15,269 - mmaction - INFO - Epoch [28][2500/3757] lr: 1.000e-03, eta: 1 day, 5:05:13, time: 1.098, data_time: 0.025, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9023, loss_cls: 1.1062, loss: 1.1062, grad_norm: 5.6792 2021-06-17 14:27:38,019 - mmaction - INFO - Epoch [28][2520/3757] lr: 1.000e-03, eta: 1 day, 5:04:47, time: 1.139, data_time: 0.139, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8805, loss_cls: 1.1829, loss: 1.1829, grad_norm: 5.7630 2021-06-17 14:28:01,492 - mmaction - INFO - Epoch [28][2540/3757] lr: 1.000e-03, eta: 1 day, 5:04:21, time: 1.174, data_time: 0.035, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8953, loss_cls: 1.0986, loss: 1.0986, grad_norm: 5.8420 2021-06-17 14:28:24,050 - mmaction - INFO - Epoch [28][2560/3757] lr: 1.000e-03, eta: 1 day, 5:03:54, time: 1.128, data_time: 0.127, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8984, loss_cls: 1.1262, loss: 1.1262, grad_norm: 5.7474 2021-06-17 14:28:47,082 - mmaction - INFO - Epoch [28][2580/3757] lr: 1.000e-03, eta: 1 day, 5:03:27, time: 1.151, data_time: 0.001, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8906, loss_cls: 1.1226, loss: 1.1226, grad_norm: 5.6354 2021-06-17 14:29:10,360 - mmaction - INFO - Epoch [28][2600/3757] lr: 1.000e-03, eta: 1 day, 5:03:01, time: 1.164, data_time: 0.205, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8805, loss_cls: 1.2579, loss: 1.2579, grad_norm: 6.0001 2021-06-17 14:29:33,244 - mmaction - INFO - Epoch [28][2620/3757] lr: 1.000e-03, eta: 1 day, 5:02:34, time: 1.144, data_time: 0.406, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9109, loss_cls: 1.0848, loss: 1.0848, grad_norm: 5.7977 2021-06-17 14:29:55,990 - mmaction - INFO - Epoch [28][2640/3757] lr: 1.000e-03, eta: 1 day, 5:02:08, time: 1.137, data_time: 0.083, memory: 7080, top1_acc: 0.6898, top5_acc: 0.8930, loss_cls: 1.1899, loss: 1.1899, grad_norm: 5.9173 2021-06-17 14:30:19,273 - mmaction - INFO - Epoch [28][2660/3757] lr: 1.000e-03, eta: 1 day, 5:01:41, time: 1.164, data_time: 0.090, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.0975, loss: 1.0975, grad_norm: 5.7225 2021-06-17 14:30:41,595 - mmaction - INFO - Epoch [28][2680/3757] lr: 1.000e-03, eta: 1 day, 5:01:14, time: 1.116, data_time: 0.002, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8938, loss_cls: 1.1642, loss: 1.1642, grad_norm: 5.8730 2021-06-17 14:31:05,283 - mmaction - INFO - Epoch [28][2700/3757] lr: 1.000e-03, eta: 1 day, 5:00:48, time: 1.185, data_time: 0.001, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1374, loss: 1.1374, grad_norm: 5.7656 2021-06-17 14:31:28,229 - mmaction - INFO - Epoch [28][2720/3757] lr: 1.000e-03, eta: 1 day, 5:00:22, time: 1.147, data_time: 0.002, memory: 7080, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2555, loss: 1.2555, grad_norm: 6.1645 2021-06-17 14:31:49,570 - mmaction - INFO - Epoch [28][2740/3757] lr: 1.000e-03, eta: 1 day, 4:59:54, time: 1.066, data_time: 0.001, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9000, loss_cls: 1.1054, loss: 1.1054, grad_norm: 5.6893 2021-06-17 14:32:12,233 - mmaction - INFO - Epoch [28][2760/3757] lr: 1.000e-03, eta: 1 day, 4:59:27, time: 1.125, data_time: 0.218, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8945, loss_cls: 1.0953, loss: 1.0953, grad_norm: 5.6561 2021-06-17 14:32:34,748 - mmaction - INFO - Epoch [28][2780/3757] lr: 1.000e-03, eta: 1 day, 4:59:00, time: 1.131, data_time: 0.017, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9016, loss_cls: 1.0778, loss: 1.0778, grad_norm: 5.6144 2021-06-17 14:32:57,961 - mmaction - INFO - Epoch [28][2800/3757] lr: 1.000e-03, eta: 1 day, 4:58:34, time: 1.164, data_time: 0.029, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.1817, loss: 1.1817, grad_norm: 5.8596 2021-06-17 14:33:22,799 - mmaction - INFO - Epoch [28][2820/3757] lr: 1.000e-03, eta: 1 day, 4:58:09, time: 1.242, data_time: 0.029, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8914, loss_cls: 1.1194, loss: 1.1194, grad_norm: 5.8827 2021-06-17 14:33:43,960 - mmaction - INFO - Epoch [28][2840/3757] lr: 1.000e-03, eta: 1 day, 4:57:41, time: 1.058, data_time: 0.013, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8883, loss_cls: 1.1500, loss: 1.1500, grad_norm: 5.7409 2021-06-17 14:34:06,539 - mmaction - INFO - Epoch [28][2860/3757] lr: 1.000e-03, eta: 1 day, 4:57:14, time: 1.130, data_time: 0.105, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8867, loss_cls: 1.1522, loss: 1.1522, grad_norm: 6.0119 2021-06-17 14:34:28,768 - mmaction - INFO - Epoch [28][2880/3757] lr: 1.000e-03, eta: 1 day, 4:56:47, time: 1.111, data_time: 0.247, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8930, loss_cls: 1.1420, loss: 1.1420, grad_norm: 5.8182 2021-06-17 14:34:51,984 - mmaction - INFO - Epoch [28][2900/3757] lr: 1.000e-03, eta: 1 day, 4:56:20, time: 1.160, data_time: 0.032, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8922, loss_cls: 1.1409, loss: 1.1409, grad_norm: 5.6399 2021-06-17 14:35:15,222 - mmaction - INFO - Epoch [28][2920/3757] lr: 1.000e-03, eta: 1 day, 4:55:54, time: 1.162, data_time: 0.002, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8977, loss_cls: 1.0774, loss: 1.0774, grad_norm: 5.5581 2021-06-17 14:35:37,176 - mmaction - INFO - Epoch [28][2940/3757] lr: 1.000e-03, eta: 1 day, 4:55:27, time: 1.098, data_time: 0.022, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1592, loss: 1.1592, grad_norm: 5.7174 2021-06-17 14:36:00,617 - mmaction - INFO - Epoch [28][2960/3757] lr: 1.000e-03, eta: 1 day, 4:55:01, time: 1.172, data_time: 0.142, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8820, loss_cls: 1.1696, loss: 1.1696, grad_norm: 5.8804 2021-06-17 14:36:23,939 - mmaction - INFO - Epoch [28][2980/3757] lr: 1.000e-03, eta: 1 day, 4:54:34, time: 1.163, data_time: 0.006, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9102, loss_cls: 1.0536, loss: 1.0536, grad_norm: 5.7291 2021-06-17 14:36:46,684 - mmaction - INFO - Epoch [28][3000/3757] lr: 1.000e-03, eta: 1 day, 4:54:08, time: 1.139, data_time: 0.004, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8867, loss_cls: 1.1918, loss: 1.1918, grad_norm: 6.0624 2021-06-17 14:37:09,966 - mmaction - INFO - Epoch [28][3020/3757] lr: 1.000e-03, eta: 1 day, 4:53:41, time: 1.164, data_time: 0.002, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1321, loss: 1.1321, grad_norm: 5.7498 2021-06-17 14:37:31,203 - mmaction - INFO - Epoch [28][3040/3757] lr: 1.000e-03, eta: 1 day, 4:53:13, time: 1.062, data_time: 0.038, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.1844, loss: 1.1844, grad_norm: 5.6738 2021-06-17 14:37:53,569 - mmaction - INFO - Epoch [28][3060/3757] lr: 1.000e-03, eta: 1 day, 4:52:46, time: 1.118, data_time: 0.109, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8828, loss_cls: 1.1548, loss: 1.1548, grad_norm: 5.6096 2021-06-17 14:38:16,773 - mmaction - INFO - Epoch [28][3080/3757] lr: 1.000e-03, eta: 1 day, 4:52:20, time: 1.161, data_time: 0.174, memory: 7080, top1_acc: 0.7086, top5_acc: 0.9008, loss_cls: 1.1233, loss: 1.1233, grad_norm: 5.6761 2021-06-17 14:38:39,268 - mmaction - INFO - Epoch [28][3100/3757] lr: 1.000e-03, eta: 1 day, 4:51:53, time: 1.124, data_time: 0.013, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9117, loss_cls: 1.0796, loss: 1.0796, grad_norm: 5.8488 2021-06-17 14:39:02,773 - mmaction - INFO - Epoch [28][3120/3757] lr: 1.000e-03, eta: 1 day, 4:51:27, time: 1.175, data_time: 0.164, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9016, loss_cls: 1.0706, loss: 1.0706, grad_norm: 5.6482 2021-06-17 14:39:25,048 - mmaction - INFO - Epoch [28][3140/3757] lr: 1.000e-03, eta: 1 day, 4:51:00, time: 1.114, data_time: 0.341, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8930, loss_cls: 1.1916, loss: 1.1916, grad_norm: 5.9837 2021-06-17 14:39:48,167 - mmaction - INFO - Epoch [28][3160/3757] lr: 1.000e-03, eta: 1 day, 4:50:34, time: 1.155, data_time: 0.223, memory: 7080, top1_acc: 0.7039, top5_acc: 0.9031, loss_cls: 1.1424, loss: 1.1424, grad_norm: 5.8836 2021-06-17 14:40:11,603 - mmaction - INFO - Epoch [28][3180/3757] lr: 1.000e-03, eta: 1 day, 4:50:07, time: 1.173, data_time: 0.045, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8953, loss_cls: 1.0812, loss: 1.0812, grad_norm: 5.7006 2021-06-17 14:40:34,486 - mmaction - INFO - Epoch [28][3200/3757] lr: 1.000e-03, eta: 1 day, 4:49:41, time: 1.145, data_time: 0.012, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8883, loss_cls: 1.1481, loss: 1.1481, grad_norm: 5.8532 2021-06-17 14:40:57,089 - mmaction - INFO - Epoch [28][3220/3757] lr: 1.000e-03, eta: 1 day, 4:49:14, time: 1.128, data_time: 0.001, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8805, loss_cls: 1.1713, loss: 1.1713, grad_norm: 5.8596 2021-06-17 14:41:18,959 - mmaction - INFO - Epoch [28][3240/3757] lr: 1.000e-03, eta: 1 day, 4:48:47, time: 1.090, data_time: 0.003, memory: 7080, top1_acc: 0.7203, top5_acc: 0.9023, loss_cls: 1.1178, loss: 1.1178, grad_norm: 5.8394 2021-06-17 14:41:42,339 - mmaction - INFO - Epoch [28][3260/3757] lr: 1.000e-03, eta: 1 day, 4:48:20, time: 1.167, data_time: 0.006, memory: 7080, top1_acc: 0.6961, top5_acc: 0.8766, loss_cls: 1.2179, loss: 1.2179, grad_norm: 6.0592 2021-06-17 14:42:06,565 - mmaction - INFO - Epoch [28][3280/3757] lr: 1.000e-03, eta: 1 day, 4:47:55, time: 1.218, data_time: 0.009, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8977, loss_cls: 1.0848, loss: 1.0848, grad_norm: 5.7542 2021-06-17 14:42:29,523 - mmaction - INFO - Epoch [28][3300/3757] lr: 1.000e-03, eta: 1 day, 4:47:28, time: 1.147, data_time: 0.002, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.2039, loss: 1.2039, grad_norm: 5.7453 2021-06-17 14:42:51,820 - mmaction - INFO - Epoch [28][3320/3757] lr: 1.000e-03, eta: 1 day, 4:47:01, time: 1.114, data_time: 0.003, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8891, loss_cls: 1.1206, loss: 1.1206, grad_norm: 5.5339 2021-06-17 14:43:14,865 - mmaction - INFO - Epoch [28][3340/3757] lr: 1.000e-03, eta: 1 day, 4:46:35, time: 1.151, data_time: 0.007, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8875, loss_cls: 1.1479, loss: 1.1479, grad_norm: 5.7420 2021-06-17 14:43:37,929 - mmaction - INFO - Epoch [28][3360/3757] lr: 1.000e-03, eta: 1 day, 4:46:09, time: 1.155, data_time: 0.005, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8852, loss_cls: 1.1510, loss: 1.1510, grad_norm: 5.9230 2021-06-17 14:44:00,627 - mmaction - INFO - Epoch [28][3380/3757] lr: 1.000e-03, eta: 1 day, 4:45:42, time: 1.136, data_time: 0.003, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8852, loss_cls: 1.1843, loss: 1.1843, grad_norm: 5.8494 2021-06-17 14:44:22,395 - mmaction - INFO - Epoch [28][3400/3757] lr: 1.000e-03, eta: 1 day, 4:45:14, time: 1.087, data_time: 0.004, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8961, loss_cls: 1.0586, loss: 1.0586, grad_norm: 5.5021 2021-06-17 14:44:44,815 - mmaction - INFO - Epoch [28][3420/3757] lr: 1.000e-03, eta: 1 day, 4:44:47, time: 1.122, data_time: 0.027, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1702, loss: 1.1702, grad_norm: 5.9733 2021-06-17 14:45:07,628 - mmaction - INFO - Epoch [28][3440/3757] lr: 1.000e-03, eta: 1 day, 4:44:21, time: 1.141, data_time: 0.014, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8727, loss_cls: 1.1823, loss: 1.1823, grad_norm: 5.8009 2021-06-17 14:45:31,368 - mmaction - INFO - Epoch [28][3460/3757] lr: 1.000e-03, eta: 1 day, 4:43:55, time: 1.187, data_time: 0.102, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8898, loss_cls: 1.1679, loss: 1.1679, grad_norm: 5.7774 2021-06-17 14:45:53,646 - mmaction - INFO - Epoch [28][3480/3757] lr: 1.000e-03, eta: 1 day, 4:43:28, time: 1.114, data_time: 0.233, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8969, loss_cls: 1.1290, loss: 1.1290, grad_norm: 5.9363 2021-06-17 14:46:16,748 - mmaction - INFO - Epoch [28][3500/3757] lr: 1.000e-03, eta: 1 day, 4:43:01, time: 1.155, data_time: 0.014, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8930, loss_cls: 1.1132, loss: 1.1132, grad_norm: 5.7325 2021-06-17 14:46:39,127 - mmaction - INFO - Epoch [28][3520/3757] lr: 1.000e-03, eta: 1 day, 4:42:35, time: 1.119, data_time: 0.002, memory: 7080, top1_acc: 0.7055, top5_acc: 0.9062, loss_cls: 1.1171, loss: 1.1171, grad_norm: 5.5667 2021-06-17 14:47:02,118 - mmaction - INFO - Epoch [28][3540/3757] lr: 1.000e-03, eta: 1 day, 4:42:08, time: 1.149, data_time: 0.001, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8961, loss_cls: 1.1017, loss: 1.1017, grad_norm: 5.7936 2021-06-17 14:47:25,961 - mmaction - INFO - Epoch [28][3560/3757] lr: 1.000e-03, eta: 1 day, 4:41:42, time: 1.192, data_time: 0.210, memory: 7080, top1_acc: 0.6922, top5_acc: 0.8812, loss_cls: 1.2121, loss: 1.2121, grad_norm: 5.8597 2021-06-17 14:47:47,955 - mmaction - INFO - Epoch [28][3580/3757] lr: 1.000e-03, eta: 1 day, 4:41:15, time: 1.099, data_time: 0.096, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8859, loss_cls: 1.1781, loss: 1.1781, grad_norm: 5.8231 2021-06-17 14:48:11,668 - mmaction - INFO - Epoch [28][3600/3757] lr: 1.000e-03, eta: 1 day, 4:40:49, time: 1.185, data_time: 0.025, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8930, loss_cls: 1.1182, loss: 1.1182, grad_norm: 5.6666 2021-06-17 14:48:34,251 - mmaction - INFO - Epoch [28][3620/3757] lr: 1.000e-03, eta: 1 day, 4:40:22, time: 1.131, data_time: 0.040, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9016, loss_cls: 1.0646, loss: 1.0646, grad_norm: 5.4574 2021-06-17 14:48:57,814 - mmaction - INFO - Epoch [28][3640/3757] lr: 1.000e-03, eta: 1 day, 4:39:56, time: 1.177, data_time: 0.001, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8984, loss_cls: 1.0801, loss: 1.0801, grad_norm: 5.5779 2021-06-17 14:49:20,053 - mmaction - INFO - Epoch [28][3660/3757] lr: 1.000e-03, eta: 1 day, 4:39:29, time: 1.111, data_time: 0.003, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8727, loss_cls: 1.1763, loss: 1.1763, grad_norm: 5.6601 2021-06-17 14:49:43,442 - mmaction - INFO - Epoch [28][3680/3757] lr: 1.000e-03, eta: 1 day, 4:39:03, time: 1.171, data_time: 0.005, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9156, loss_cls: 1.0508, loss: 1.0508, grad_norm: 5.6180 2021-06-17 14:50:07,277 - mmaction - INFO - Epoch [28][3700/3757] lr: 1.000e-03, eta: 1 day, 4:38:37, time: 1.191, data_time: 0.008, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8883, loss_cls: 1.1742, loss: 1.1742, grad_norm: 5.7987 2021-06-17 14:50:29,791 - mmaction - INFO - Epoch [28][3720/3757] lr: 1.000e-03, eta: 1 day, 4:38:10, time: 1.126, data_time: 0.002, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8773, loss_cls: 1.1787, loss: 1.1787, grad_norm: 5.7948 2021-06-17 14:50:52,690 - mmaction - INFO - Epoch [28][3740/3757] lr: 1.000e-03, eta: 1 day, 4:37:44, time: 1.145, data_time: 0.006, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1178, loss: 1.1178, grad_norm: 5.5869 2021-06-17 14:51:11,412 - mmaction - INFO - Saving checkpoint at 28 epochs 2021-06-17 14:58:51,588 - mmaction - INFO - Epoch [29][20/3757] lr: 1.000e-03, eta: 1 day, 4:42:22, time: 22.961, data_time: 22.134, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9023, loss_cls: 1.0921, loss: 1.0921, grad_norm: 5.7973 2021-06-17 14:59:14,226 - mmaction - INFO - Epoch [29][40/3757] lr: 1.000e-03, eta: 1 day, 4:41:55, time: 1.134, data_time: 0.216, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9078, loss_cls: 1.0791, loss: 1.0791, grad_norm: 5.7426 2021-06-17 14:59:36,306 - mmaction - INFO - Epoch [29][60/3757] lr: 1.000e-03, eta: 1 day, 4:41:28, time: 1.104, data_time: 0.149, memory: 7080, top1_acc: 0.7039, top5_acc: 0.9172, loss_cls: 1.0670, loss: 1.0670, grad_norm: 5.8236 2021-06-17 14:59:59,791 - mmaction - INFO - Epoch [29][80/3757] lr: 1.000e-03, eta: 1 day, 4:41:02, time: 1.174, data_time: 0.192, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8922, loss_cls: 1.0976, loss: 1.0976, grad_norm: 5.5802 2021-06-17 15:00:23,242 - mmaction - INFO - Epoch [29][100/3757] lr: 1.000e-03, eta: 1 day, 4:40:36, time: 1.171, data_time: 0.002, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1151, loss: 1.1151, grad_norm: 5.7190 2021-06-17 15:00:44,935 - mmaction - INFO - Epoch [29][120/3757] lr: 1.000e-03, eta: 1 day, 4:40:08, time: 1.087, data_time: 0.058, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9102, loss_cls: 1.0502, loss: 1.0502, grad_norm: 5.5043 2021-06-17 15:01:08,026 - mmaction - INFO - Epoch [29][140/3757] lr: 1.000e-03, eta: 1 day, 4:39:41, time: 1.155, data_time: 0.216, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8984, loss_cls: 1.0997, loss: 1.0997, grad_norm: 5.6812 2021-06-17 15:01:31,365 - mmaction - INFO - Epoch [29][160/3757] lr: 1.000e-03, eta: 1 day, 4:39:15, time: 1.164, data_time: 0.160, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9055, loss_cls: 1.0738, loss: 1.0738, grad_norm: 5.7223 2021-06-17 15:01:54,494 - mmaction - INFO - Epoch [29][180/3757] lr: 1.000e-03, eta: 1 day, 4:38:49, time: 1.158, data_time: 0.079, memory: 7080, top1_acc: 0.7070, top5_acc: 0.9094, loss_cls: 1.0892, loss: 1.0892, grad_norm: 5.7313 2021-06-17 15:02:17,335 - mmaction - INFO - Epoch [29][200/3757] lr: 1.000e-03, eta: 1 day, 4:38:22, time: 1.143, data_time: 0.133, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8945, loss_cls: 1.0868, loss: 1.0868, grad_norm: 5.6739 2021-06-17 15:02:40,443 - mmaction - INFO - Epoch [29][220/3757] lr: 1.000e-03, eta: 1 day, 4:37:55, time: 1.153, data_time: 0.042, memory: 7080, top1_acc: 0.7156, top5_acc: 0.9062, loss_cls: 1.0724, loss: 1.0724, grad_norm: 5.7207 2021-06-17 15:03:04,655 - mmaction - INFO - Epoch [29][240/3757] lr: 1.000e-03, eta: 1 day, 4:37:30, time: 1.214, data_time: 0.075, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9008, loss_cls: 1.1007, loss: 1.1007, grad_norm: 5.7227 2021-06-17 15:03:25,974 - mmaction - INFO - Epoch [29][260/3757] lr: 1.000e-03, eta: 1 day, 4:37:02, time: 1.065, data_time: 0.119, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9055, loss_cls: 1.1056, loss: 1.1056, grad_norm: 5.7108 2021-06-17 15:03:48,173 - mmaction - INFO - Epoch [29][280/3757] lr: 1.000e-03, eta: 1 day, 4:36:35, time: 1.106, data_time: 0.122, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9055, loss_cls: 1.0878, loss: 1.0878, grad_norm: 5.7397 2021-06-17 15:04:11,209 - mmaction - INFO - Epoch [29][300/3757] lr: 1.000e-03, eta: 1 day, 4:36:08, time: 1.155, data_time: 0.196, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8852, loss_cls: 1.2028, loss: 1.2028, grad_norm: 5.9580 2021-06-17 15:04:33,094 - mmaction - INFO - Epoch [29][320/3757] lr: 1.000e-03, eta: 1 day, 4:35:41, time: 1.094, data_time: 0.088, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8922, loss_cls: 1.1402, loss: 1.1402, grad_norm: 5.7784 2021-06-17 15:04:55,957 - mmaction - INFO - Epoch [29][340/3757] lr: 1.000e-03, eta: 1 day, 4:35:14, time: 1.142, data_time: 0.031, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8930, loss_cls: 1.1518, loss: 1.1518, grad_norm: 5.9170 2021-06-17 15:05:19,752 - mmaction - INFO - Epoch [29][360/3757] lr: 1.000e-03, eta: 1 day, 4:34:48, time: 1.187, data_time: 0.050, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.1694, loss: 1.1694, grad_norm: 5.7236 2021-06-17 15:05:43,840 - mmaction - INFO - Epoch [29][380/3757] lr: 1.000e-03, eta: 1 day, 4:34:22, time: 1.209, data_time: 0.090, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8875, loss_cls: 1.1781, loss: 1.1781, grad_norm: 5.8962 2021-06-17 15:06:06,450 - mmaction - INFO - Epoch [29][400/3757] lr: 1.000e-03, eta: 1 day, 4:33:56, time: 1.130, data_time: 0.002, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8984, loss_cls: 1.1565, loss: 1.1565, grad_norm: 5.8318 2021-06-17 15:06:28,761 - mmaction - INFO - Epoch [29][420/3757] lr: 1.000e-03, eta: 1 day, 4:33:28, time: 1.116, data_time: 0.004, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8930, loss_cls: 1.1127, loss: 1.1127, grad_norm: 5.7021 2021-06-17 15:06:51,911 - mmaction - INFO - Epoch [29][440/3757] lr: 1.000e-03, eta: 1 day, 4:33:02, time: 1.156, data_time: 0.001, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8969, loss_cls: 1.0793, loss: 1.0793, grad_norm: 5.5468 2021-06-17 15:07:14,662 - mmaction - INFO - Epoch [29][460/3757] lr: 1.000e-03, eta: 1 day, 4:32:35, time: 1.137, data_time: 0.007, memory: 7080, top1_acc: 0.7156, top5_acc: 0.9102, loss_cls: 1.0524, loss: 1.0524, grad_norm: 5.7598 2021-06-17 15:07:36,005 - mmaction - INFO - Epoch [29][480/3757] lr: 1.000e-03, eta: 1 day, 4:32:07, time: 1.061, data_time: 0.003, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9070, loss_cls: 1.0520, loss: 1.0520, grad_norm: 5.6709 2021-06-17 15:07:57,999 - mmaction - INFO - Epoch [29][500/3757] lr: 1.000e-03, eta: 1 day, 4:31:40, time: 1.108, data_time: 0.012, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8945, loss_cls: 1.1313, loss: 1.1313, grad_norm: 5.8391 2021-06-17 15:08:22,029 - mmaction - INFO - Epoch [29][520/3757] lr: 1.000e-03, eta: 1 day, 4:31:14, time: 1.193, data_time: 0.217, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8953, loss_cls: 1.1535, loss: 1.1535, grad_norm: 5.9011 2021-06-17 15:08:43,831 - mmaction - INFO - Epoch [29][540/3757] lr: 1.000e-03, eta: 1 day, 4:30:47, time: 1.098, data_time: 0.111, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8992, loss_cls: 1.1192, loss: 1.1192, grad_norm: 5.8409 2021-06-17 15:09:06,236 - mmaction - INFO - Epoch [29][560/3757] lr: 1.000e-03, eta: 1 day, 4:30:20, time: 1.120, data_time: 0.217, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9055, loss_cls: 1.0679, loss: 1.0679, grad_norm: 5.6402 2021-06-17 15:09:29,355 - mmaction - INFO - Epoch [29][580/3757] lr: 1.000e-03, eta: 1 day, 4:29:53, time: 1.155, data_time: 0.308, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8844, loss_cls: 1.1616, loss: 1.1616, grad_norm: 5.7468 2021-06-17 15:09:53,234 - mmaction - INFO - Epoch [29][600/3757] lr: 1.000e-03, eta: 1 day, 4:29:27, time: 1.195, data_time: 0.113, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8820, loss_cls: 1.2040, loss: 1.2040, grad_norm: 5.8850 2021-06-17 15:10:15,494 - mmaction - INFO - Epoch [29][620/3757] lr: 1.000e-03, eta: 1 day, 4:29:00, time: 1.113, data_time: 0.172, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8945, loss_cls: 1.1252, loss: 1.1252, grad_norm: 5.8792 2021-06-17 15:10:37,735 - mmaction - INFO - Epoch [29][640/3757] lr: 1.000e-03, eta: 1 day, 4:28:33, time: 1.112, data_time: 0.110, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8961, loss_cls: 1.0768, loss: 1.0768, grad_norm: 5.6518 2021-06-17 15:11:00,370 - mmaction - INFO - Epoch [29][660/3757] lr: 1.000e-03, eta: 1 day, 4:28:06, time: 1.129, data_time: 0.045, memory: 7080, top1_acc: 0.7180, top5_acc: 0.9008, loss_cls: 1.1048, loss: 1.1048, grad_norm: 5.7754 2021-06-17 15:11:23,113 - mmaction - INFO - Epoch [29][680/3757] lr: 1.000e-03, eta: 1 day, 4:27:40, time: 1.140, data_time: 0.007, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9023, loss_cls: 1.0906, loss: 1.0906, grad_norm: 5.6537 2021-06-17 15:11:45,401 - mmaction - INFO - Epoch [29][700/3757] lr: 1.000e-03, eta: 1 day, 4:27:13, time: 1.115, data_time: 0.144, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8945, loss_cls: 1.1168, loss: 1.1168, grad_norm: 5.7901 2021-06-17 15:12:08,349 - mmaction - INFO - Epoch [29][720/3757] lr: 1.000e-03, eta: 1 day, 4:26:46, time: 1.148, data_time: 0.197, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8938, loss_cls: 1.1212, loss: 1.1212, grad_norm: 5.8067 2021-06-17 15:12:30,632 - mmaction - INFO - Epoch [29][740/3757] lr: 1.000e-03, eta: 1 day, 4:26:19, time: 1.114, data_time: 0.052, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8867, loss_cls: 1.1949, loss: 1.1949, grad_norm: 5.8361 2021-06-17 15:12:53,016 - mmaction - INFO - Epoch [29][760/3757] lr: 1.000e-03, eta: 1 day, 4:25:52, time: 1.117, data_time: 0.100, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8969, loss_cls: 1.1508, loss: 1.1508, grad_norm: 5.7670 2021-06-17 15:13:15,443 - mmaction - INFO - Epoch [29][780/3757] lr: 1.000e-03, eta: 1 day, 4:25:25, time: 1.116, data_time: 0.256, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8797, loss_cls: 1.2077, loss: 1.2077, grad_norm: 5.9023 2021-06-17 15:13:37,289 - mmaction - INFO - Epoch [29][800/3757] lr: 1.000e-03, eta: 1 day, 4:24:57, time: 1.100, data_time: 0.145, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9023, loss_cls: 1.0845, loss: 1.0845, grad_norm: 5.8095 2021-06-17 15:14:00,030 - mmaction - INFO - Epoch [29][820/3757] lr: 1.000e-03, eta: 1 day, 4:24:31, time: 1.137, data_time: 0.071, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8922, loss_cls: 1.0712, loss: 1.0712, grad_norm: 5.5981 2021-06-17 15:14:22,523 - mmaction - INFO - Epoch [29][840/3757] lr: 1.000e-03, eta: 1 day, 4:24:04, time: 1.124, data_time: 0.315, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8961, loss_cls: 1.1399, loss: 1.1399, grad_norm: 5.9338 2021-06-17 15:14:44,514 - mmaction - INFO - Epoch [29][860/3757] lr: 1.000e-03, eta: 1 day, 4:23:36, time: 1.101, data_time: 0.150, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1776, loss: 1.1776, grad_norm: 5.9094 2021-06-17 15:15:07,214 - mmaction - INFO - Epoch [29][880/3757] lr: 1.000e-03, eta: 1 day, 4:23:10, time: 1.134, data_time: 0.054, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8828, loss_cls: 1.1560, loss: 1.1560, grad_norm: 5.7842 2021-06-17 15:15:28,996 - mmaction - INFO - Epoch [29][900/3757] lr: 1.000e-03, eta: 1 day, 4:22:42, time: 1.089, data_time: 0.007, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8953, loss_cls: 1.0760, loss: 1.0760, grad_norm: 5.7257 2021-06-17 15:15:53,488 - mmaction - INFO - Epoch [29][920/3757] lr: 1.000e-03, eta: 1 day, 4:22:17, time: 1.224, data_time: 0.001, memory: 7080, top1_acc: 0.7141, top5_acc: 0.9016, loss_cls: 1.1032, loss: 1.1032, grad_norm: 5.8466 2021-06-17 15:16:15,809 - mmaction - INFO - Epoch [29][940/3757] lr: 1.000e-03, eta: 1 day, 4:21:50, time: 1.117, data_time: 0.002, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1387, loss: 1.1387, grad_norm: 6.0285 2021-06-17 15:16:40,010 - mmaction - INFO - Epoch [29][960/3757] lr: 1.000e-03, eta: 1 day, 4:21:24, time: 1.210, data_time: 0.002, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9008, loss_cls: 1.0905, loss: 1.0905, grad_norm: 5.6933 2021-06-17 15:17:02,501 - mmaction - INFO - Epoch [29][980/3757] lr: 1.000e-03, eta: 1 day, 4:20:57, time: 1.124, data_time: 0.002, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8852, loss_cls: 1.1769, loss: 1.1769, grad_norm: 5.9497 2021-06-17 15:17:24,940 - mmaction - INFO - Epoch [29][1000/3757] lr: 1.000e-03, eta: 1 day, 4:20:30, time: 1.122, data_time: 0.001, memory: 7080, top1_acc: 0.7320, top5_acc: 0.8984, loss_cls: 1.0686, loss: 1.0686, grad_norm: 5.6494 2021-06-17 15:17:48,142 - mmaction - INFO - Epoch [29][1020/3757] lr: 1.000e-03, eta: 1 day, 4:20:04, time: 1.159, data_time: 0.002, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8992, loss_cls: 1.1323, loss: 1.1323, grad_norm: 5.8041 2021-06-17 15:18:09,832 - mmaction - INFO - Epoch [29][1040/3757] lr: 1.000e-03, eta: 1 day, 4:19:36, time: 1.085, data_time: 0.004, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1389, loss: 1.1389, grad_norm: 5.8338 2021-06-17 15:18:32,855 - mmaction - INFO - Epoch [29][1060/3757] lr: 1.000e-03, eta: 1 day, 4:19:10, time: 1.150, data_time: 0.002, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8977, loss_cls: 1.0775, loss: 1.0775, grad_norm: 5.7238 2021-06-17 15:18:55,137 - mmaction - INFO - Epoch [29][1080/3757] lr: 1.000e-03, eta: 1 day, 4:18:43, time: 1.116, data_time: 0.004, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8977, loss_cls: 1.1044, loss: 1.1044, grad_norm: 5.7711 2021-06-17 15:19:18,317 - mmaction - INFO - Epoch [29][1100/3757] lr: 1.000e-03, eta: 1 day, 4:18:16, time: 1.154, data_time: 0.001, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8906, loss_cls: 1.1530, loss: 1.1530, grad_norm: 5.9010 2021-06-17 15:19:40,469 - mmaction - INFO - Epoch [29][1120/3757] lr: 1.000e-03, eta: 1 day, 4:17:49, time: 1.112, data_time: 0.009, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8773, loss_cls: 1.2100, loss: 1.2100, grad_norm: 5.9297 2021-06-17 15:20:03,093 - mmaction - INFO - Epoch [29][1140/3757] lr: 1.000e-03, eta: 1 day, 4:17:22, time: 1.129, data_time: 0.002, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1614, loss: 1.1614, grad_norm: 5.9144 2021-06-17 15:20:26,847 - mmaction - INFO - Epoch [29][1160/3757] lr: 1.000e-03, eta: 1 day, 4:16:57, time: 1.189, data_time: 0.024, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8945, loss_cls: 1.1223, loss: 1.1223, grad_norm: 5.9715 2021-06-17 15:20:49,140 - mmaction - INFO - Epoch [29][1180/3757] lr: 1.000e-03, eta: 1 day, 4:16:29, time: 1.114, data_time: 0.087, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8961, loss_cls: 1.1179, loss: 1.1179, grad_norm: 5.9561 2021-06-17 15:21:11,925 - mmaction - INFO - Epoch [29][1200/3757] lr: 1.000e-03, eta: 1 day, 4:16:03, time: 1.139, data_time: 0.015, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8914, loss_cls: 1.1236, loss: 1.1236, grad_norm: 5.7657 2021-06-17 15:21:34,785 - mmaction - INFO - Epoch [29][1220/3757] lr: 1.000e-03, eta: 1 day, 4:15:36, time: 1.146, data_time: 0.041, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8992, loss_cls: 1.0793, loss: 1.0793, grad_norm: 5.7198 2021-06-17 15:21:58,100 - mmaction - INFO - Epoch [29][1240/3757] lr: 1.000e-03, eta: 1 day, 4:15:10, time: 1.165, data_time: 0.032, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9156, loss_cls: 1.0323, loss: 1.0323, grad_norm: 5.6470 2021-06-17 15:22:20,728 - mmaction - INFO - Epoch [29][1260/3757] lr: 1.000e-03, eta: 1 day, 4:14:43, time: 1.131, data_time: 0.205, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8891, loss_cls: 1.1315, loss: 1.1315, grad_norm: 5.6793 2021-06-17 15:22:43,873 - mmaction - INFO - Epoch [29][1280/3757] lr: 1.000e-03, eta: 1 day, 4:14:17, time: 1.158, data_time: 0.235, memory: 7080, top1_acc: 0.6867, top5_acc: 0.8781, loss_cls: 1.2331, loss: 1.2331, grad_norm: 5.9876 2021-06-17 15:23:07,008 - mmaction - INFO - Epoch [29][1300/3757] lr: 1.000e-03, eta: 1 day, 4:13:50, time: 1.156, data_time: 0.074, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8852, loss_cls: 1.1838, loss: 1.1838, grad_norm: 5.8006 2021-06-17 15:23:30,360 - mmaction - INFO - Epoch [29][1320/3757] lr: 1.000e-03, eta: 1 day, 4:13:24, time: 1.164, data_time: 0.027, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9102, loss_cls: 1.0424, loss: 1.0424, grad_norm: 5.5804 2021-06-17 15:23:53,406 - mmaction - INFO - Epoch [29][1340/3757] lr: 1.000e-03, eta: 1 day, 4:12:58, time: 1.156, data_time: 0.005, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8961, loss_cls: 1.1098, loss: 1.1098, grad_norm: 5.8727 2021-06-17 15:24:15,187 - mmaction - INFO - Epoch [29][1360/3757] lr: 1.000e-03, eta: 1 day, 4:12:30, time: 1.088, data_time: 0.004, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8945, loss_cls: 1.0500, loss: 1.0500, grad_norm: 5.5946 2021-06-17 15:24:38,100 - mmaction - INFO - Epoch [29][1380/3757] lr: 1.000e-03, eta: 1 day, 4:12:04, time: 1.146, data_time: 0.107, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8867, loss_cls: 1.1456, loss: 1.1456, grad_norm: 5.6612 2021-06-17 15:25:01,609 - mmaction - INFO - Epoch [29][1400/3757] lr: 1.000e-03, eta: 1 day, 4:11:38, time: 1.175, data_time: 0.373, memory: 7080, top1_acc: 0.7047, top5_acc: 0.9000, loss_cls: 1.1635, loss: 1.1635, grad_norm: 5.9640 2021-06-17 15:25:24,617 - mmaction - INFO - Epoch [29][1420/3757] lr: 1.000e-03, eta: 1 day, 4:11:11, time: 1.147, data_time: 0.206, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1645, loss: 1.1645, grad_norm: 5.9045 2021-06-17 15:25:47,460 - mmaction - INFO - Epoch [29][1440/3757] lr: 1.000e-03, eta: 1 day, 4:10:45, time: 1.146, data_time: 0.009, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8883, loss_cls: 1.1487, loss: 1.1487, grad_norm: 5.7565 2021-06-17 15:26:10,714 - mmaction - INFO - Epoch [29][1460/3757] lr: 1.000e-03, eta: 1 day, 4:10:18, time: 1.162, data_time: 0.002, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 1.0706, loss: 1.0706, grad_norm: 5.7502 2021-06-17 15:26:33,511 - mmaction - INFO - Epoch [29][1480/3757] lr: 1.000e-03, eta: 1 day, 4:09:52, time: 1.139, data_time: 0.002, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9094, loss_cls: 1.0618, loss: 1.0618, grad_norm: 5.6846 2021-06-17 15:26:55,379 - mmaction - INFO - Epoch [29][1500/3757] lr: 1.000e-03, eta: 1 day, 4:09:24, time: 1.093, data_time: 0.003, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9047, loss_cls: 1.0548, loss: 1.0548, grad_norm: 5.7833 2021-06-17 15:27:16,959 - mmaction - INFO - Epoch [29][1520/3757] lr: 1.000e-03, eta: 1 day, 4:08:57, time: 1.080, data_time: 0.179, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8820, loss_cls: 1.1972, loss: 1.1972, grad_norm: 5.7838 2021-06-17 15:27:41,011 - mmaction - INFO - Epoch [29][1540/3757] lr: 1.000e-03, eta: 1 day, 4:08:31, time: 1.203, data_time: 0.018, memory: 7080, top1_acc: 0.7102, top5_acc: 0.9000, loss_cls: 1.1285, loss: 1.1285, grad_norm: 5.9136 2021-06-17 15:28:03,134 - mmaction - INFO - Epoch [29][1560/3757] lr: 1.000e-03, eta: 1 day, 4:08:04, time: 1.106, data_time: 0.014, memory: 7080, top1_acc: 0.7180, top5_acc: 0.9008, loss_cls: 1.1028, loss: 1.1028, grad_norm: 5.6180 2021-06-17 15:28:26,456 - mmaction - INFO - Epoch [29][1580/3757] lr: 1.000e-03, eta: 1 day, 4:07:38, time: 1.166, data_time: 0.096, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8914, loss_cls: 1.1372, loss: 1.1372, grad_norm: 5.7482 2021-06-17 15:28:49,273 - mmaction - INFO - Epoch [29][1600/3757] lr: 1.000e-03, eta: 1 day, 4:07:11, time: 1.141, data_time: 0.084, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8953, loss_cls: 1.0886, loss: 1.0886, grad_norm: 5.7580 2021-06-17 15:29:13,287 - mmaction - INFO - Epoch [29][1620/3757] lr: 1.000e-03, eta: 1 day, 4:06:45, time: 1.201, data_time: 0.291, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8977, loss_cls: 1.1179, loss: 1.1179, grad_norm: 5.7883 2021-06-17 15:29:36,381 - mmaction - INFO - Epoch [29][1640/3757] lr: 1.000e-03, eta: 1 day, 4:06:19, time: 1.153, data_time: 0.041, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8797, loss_cls: 1.2024, loss: 1.2024, grad_norm: 5.8114 2021-06-17 15:29:58,969 - mmaction - INFO - Epoch [29][1660/3757] lr: 1.000e-03, eta: 1 day, 4:05:52, time: 1.130, data_time: 0.004, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8891, loss_cls: 1.1235, loss: 1.1235, grad_norm: 5.8388 2021-06-17 15:30:22,496 - mmaction - INFO - Epoch [29][1680/3757] lr: 1.000e-03, eta: 1 day, 4:05:26, time: 1.178, data_time: 0.006, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8961, loss_cls: 1.1271, loss: 1.1271, grad_norm: 6.0289 2021-06-17 15:30:45,749 - mmaction - INFO - Epoch [29][1700/3757] lr: 1.000e-03, eta: 1 day, 4:05:00, time: 1.162, data_time: 0.002, memory: 7080, top1_acc: 0.7328, top5_acc: 0.8883, loss_cls: 1.0912, loss: 1.0912, grad_norm: 5.7356 2021-06-17 15:31:08,077 - mmaction - INFO - Epoch [29][1720/3757] lr: 1.000e-03, eta: 1 day, 4:04:33, time: 1.117, data_time: 0.002, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9000, loss_cls: 1.1167, loss: 1.1167, grad_norm: 5.7635 2021-06-17 15:31:31,118 - mmaction - INFO - Epoch [29][1740/3757] lr: 1.000e-03, eta: 1 day, 4:04:06, time: 1.152, data_time: 0.002, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1424, loss: 1.1424, grad_norm: 5.7896 2021-06-17 15:31:53,053 - mmaction - INFO - Epoch [29][1760/3757] lr: 1.000e-03, eta: 1 day, 4:03:39, time: 1.097, data_time: 0.004, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9047, loss_cls: 1.0875, loss: 1.0875, grad_norm: 5.7056 2021-06-17 15:32:16,426 - mmaction - INFO - Epoch [29][1780/3757] lr: 1.000e-03, eta: 1 day, 4:03:13, time: 1.168, data_time: 0.001, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8930, loss_cls: 1.1544, loss: 1.1544, grad_norm: 5.7937 2021-06-17 15:32:38,900 - mmaction - INFO - Epoch [29][1800/3757] lr: 1.000e-03, eta: 1 day, 4:02:46, time: 1.124, data_time: 0.001, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8883, loss_cls: 1.1824, loss: 1.1824, grad_norm: 6.0174 2021-06-17 15:33:01,997 - mmaction - INFO - Epoch [29][1820/3757] lr: 1.000e-03, eta: 1 day, 4:02:20, time: 1.154, data_time: 0.002, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9062, loss_cls: 1.0965, loss: 1.0965, grad_norm: 5.8497 2021-06-17 15:33:24,427 - mmaction - INFO - Epoch [29][1840/3757] lr: 1.000e-03, eta: 1 day, 4:01:53, time: 1.122, data_time: 0.002, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8992, loss_cls: 1.0738, loss: 1.0738, grad_norm: 5.6166 2021-06-17 15:33:46,582 - mmaction - INFO - Epoch [29][1860/3757] lr: 1.000e-03, eta: 1 day, 4:01:26, time: 1.108, data_time: 0.002, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1104, loss: 1.1104, grad_norm: 5.7004 2021-06-17 15:34:09,562 - mmaction - INFO - Epoch [29][1880/3757] lr: 1.000e-03, eta: 1 day, 4:00:59, time: 1.150, data_time: 0.002, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8750, loss_cls: 1.2120, loss: 1.2120, grad_norm: 6.0059 2021-06-17 15:34:32,989 - mmaction - INFO - Epoch [29][1900/3757] lr: 1.000e-03, eta: 1 day, 4:00:33, time: 1.171, data_time: 0.001, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8859, loss_cls: 1.1662, loss: 1.1662, grad_norm: 5.8943 2021-06-17 15:34:55,265 - mmaction - INFO - Epoch [29][1920/3757] lr: 1.000e-03, eta: 1 day, 4:00:06, time: 1.114, data_time: 0.002, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8914, loss_cls: 1.0999, loss: 1.0999, grad_norm: 5.7934 2021-06-17 15:35:19,119 - mmaction - INFO - Epoch [29][1940/3757] lr: 1.000e-03, eta: 1 day, 3:59:40, time: 1.193, data_time: 0.002, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9008, loss_cls: 1.1153, loss: 1.1153, grad_norm: 5.7655 2021-06-17 15:35:41,812 - mmaction - INFO - Epoch [29][1960/3757] lr: 1.000e-03, eta: 1 day, 3:59:13, time: 1.135, data_time: 0.005, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9133, loss_cls: 0.9963, loss: 0.9963, grad_norm: 5.5521 2021-06-17 15:36:04,447 - mmaction - INFO - Epoch [29][1980/3757] lr: 1.000e-03, eta: 1 day, 3:58:47, time: 1.132, data_time: 0.001, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.1877, loss: 1.1877, grad_norm: 5.9065 2021-06-17 15:36:28,084 - mmaction - INFO - Epoch [29][2000/3757] lr: 1.000e-03, eta: 1 day, 3:58:21, time: 1.181, data_time: 0.003, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8828, loss_cls: 1.2126, loss: 1.2126, grad_norm: 6.0732 2021-06-17 15:36:50,052 - mmaction - INFO - Epoch [29][2020/3757] lr: 1.000e-03, eta: 1 day, 3:57:53, time: 1.097, data_time: 0.002, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1473, loss: 1.1473, grad_norm: 5.7492 2021-06-17 15:37:12,491 - mmaction - INFO - Epoch [29][2040/3757] lr: 1.000e-03, eta: 1 day, 3:57:27, time: 1.119, data_time: 0.159, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1016, loss: 1.1016, grad_norm: 5.6475 2021-06-17 15:37:35,581 - mmaction - INFO - Epoch [29][2060/3757] lr: 1.000e-03, eta: 1 day, 3:57:00, time: 1.158, data_time: 0.068, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8797, loss_cls: 1.1836, loss: 1.1836, grad_norm: 5.9553 2021-06-17 15:38:00,770 - mmaction - INFO - Epoch [29][2080/3757] lr: 1.000e-03, eta: 1 day, 3:56:35, time: 1.261, data_time: 0.174, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9016, loss_cls: 1.1186, loss: 1.1186, grad_norm: 5.6864 2021-06-17 15:38:22,001 - mmaction - INFO - Epoch [29][2100/3757] lr: 1.000e-03, eta: 1 day, 3:56:08, time: 1.061, data_time: 0.017, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8930, loss_cls: 1.1250, loss: 1.1250, grad_norm: 5.7395 2021-06-17 15:38:44,161 - mmaction - INFO - Epoch [29][2120/3757] lr: 1.000e-03, eta: 1 day, 3:55:41, time: 1.107, data_time: 0.048, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.1251, loss: 1.1251, grad_norm: 5.8950 2021-06-17 15:39:07,850 - mmaction - INFO - Epoch [29][2140/3757] lr: 1.000e-03, eta: 1 day, 3:55:15, time: 1.186, data_time: 0.034, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8945, loss_cls: 1.1254, loss: 1.1254, grad_norm: 5.8785 2021-06-17 15:39:31,526 - mmaction - INFO - Epoch [29][2160/3757] lr: 1.000e-03, eta: 1 day, 3:54:49, time: 1.184, data_time: 0.118, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9023, loss_cls: 1.1134, loss: 1.1134, grad_norm: 5.8173 2021-06-17 15:39:53,385 - mmaction - INFO - Epoch [29][2180/3757] lr: 1.000e-03, eta: 1 day, 3:54:21, time: 1.092, data_time: 0.016, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8992, loss_cls: 1.0998, loss: 1.0998, grad_norm: 5.7713 2021-06-17 15:40:15,988 - mmaction - INFO - Epoch [29][2200/3757] lr: 1.000e-03, eta: 1 day, 3:53:55, time: 1.130, data_time: 0.018, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9023, loss_cls: 1.0972, loss: 1.0972, grad_norm: 5.6799 2021-06-17 15:40:38,525 - mmaction - INFO - Epoch [29][2220/3757] lr: 1.000e-03, eta: 1 day, 3:53:28, time: 1.128, data_time: 0.072, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8938, loss_cls: 1.1296, loss: 1.1296, grad_norm: 5.8604 2021-06-17 15:41:00,665 - mmaction - INFO - Epoch [29][2240/3757] lr: 1.000e-03, eta: 1 day, 3:53:01, time: 1.107, data_time: 0.085, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8836, loss_cls: 1.2094, loss: 1.2094, grad_norm: 5.9841 2021-06-17 15:41:23,413 - mmaction - INFO - Epoch [29][2260/3757] lr: 1.000e-03, eta: 1 day, 3:52:34, time: 1.137, data_time: 0.182, memory: 7080, top1_acc: 0.7320, top5_acc: 0.8969, loss_cls: 1.0867, loss: 1.0867, grad_norm: 5.7220 2021-06-17 15:41:46,290 - mmaction - INFO - Epoch [29][2280/3757] lr: 1.000e-03, eta: 1 day, 3:52:08, time: 1.137, data_time: 0.324, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9086, loss_cls: 1.0688, loss: 1.0688, grad_norm: 5.6320 2021-06-17 15:42:10,290 - mmaction - INFO - Epoch [29][2300/3757] lr: 1.000e-03, eta: 1 day, 3:51:42, time: 1.206, data_time: 0.211, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8992, loss_cls: 1.0777, loss: 1.0777, grad_norm: 5.7262 2021-06-17 15:42:32,701 - mmaction - INFO - Epoch [29][2320/3757] lr: 1.000e-03, eta: 1 day, 3:51:15, time: 1.121, data_time: 0.183, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8977, loss_cls: 1.1246, loss: 1.1246, grad_norm: 5.7424 2021-06-17 15:42:54,880 - mmaction - INFO - Epoch [29][2340/3757] lr: 1.000e-03, eta: 1 day, 3:50:48, time: 1.108, data_time: 0.179, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8969, loss_cls: 1.0337, loss: 1.0337, grad_norm: 5.3774 2021-06-17 15:43:18,166 - mmaction - INFO - Epoch [29][2360/3757] lr: 1.000e-03, eta: 1 day, 3:50:22, time: 1.164, data_time: 0.249, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8922, loss_cls: 1.1814, loss: 1.1814, grad_norm: 5.9586 2021-06-17 15:43:40,830 - mmaction - INFO - Epoch [29][2380/3757] lr: 1.000e-03, eta: 1 day, 3:49:55, time: 1.130, data_time: 0.016, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8984, loss_cls: 1.1232, loss: 1.1232, grad_norm: 5.7831 2021-06-17 15:44:03,401 - mmaction - INFO - Epoch [29][2400/3757] lr: 1.000e-03, eta: 1 day, 3:49:28, time: 1.132, data_time: 0.117, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8797, loss_cls: 1.1642, loss: 1.1642, grad_norm: 5.8876 2021-06-17 15:44:25,981 - mmaction - INFO - Epoch [29][2420/3757] lr: 1.000e-03, eta: 1 day, 3:49:02, time: 1.129, data_time: 0.094, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8891, loss_cls: 1.1415, loss: 1.1415, grad_norm: 5.8098 2021-06-17 15:44:49,159 - mmaction - INFO - Epoch [29][2440/3757] lr: 1.000e-03, eta: 1 day, 3:48:35, time: 1.159, data_time: 0.388, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9125, loss_cls: 1.0422, loss: 1.0422, grad_norm: 5.7095 2021-06-17 15:45:12,559 - mmaction - INFO - Epoch [29][2460/3757] lr: 1.000e-03, eta: 1 day, 3:48:09, time: 1.168, data_time: 0.115, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8953, loss_cls: 1.1465, loss: 1.1465, grad_norm: 5.7397 2021-06-17 15:45:34,870 - mmaction - INFO - Epoch [29][2480/3757] lr: 1.000e-03, eta: 1 day, 3:47:42, time: 1.118, data_time: 0.047, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9000, loss_cls: 1.0974, loss: 1.0974, grad_norm: 5.7494 2021-06-17 15:45:57,841 - mmaction - INFO - Epoch [29][2500/3757] lr: 1.000e-03, eta: 1 day, 3:47:16, time: 1.146, data_time: 0.004, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1768, loss: 1.1768, grad_norm: 5.8242 2021-06-17 15:46:19,775 - mmaction - INFO - Epoch [29][2520/3757] lr: 1.000e-03, eta: 1 day, 3:46:49, time: 1.097, data_time: 0.113, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8961, loss_cls: 1.0817, loss: 1.0817, grad_norm: 5.6830 2021-06-17 15:46:42,468 - mmaction - INFO - Epoch [29][2540/3757] lr: 1.000e-03, eta: 1 day, 3:46:22, time: 1.135, data_time: 0.137, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9008, loss_cls: 1.0628, loss: 1.0628, grad_norm: 5.7252 2021-06-17 15:47:05,485 - mmaction - INFO - Epoch [29][2560/3757] lr: 1.000e-03, eta: 1 day, 3:45:56, time: 1.151, data_time: 0.003, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8852, loss_cls: 1.2125, loss: 1.2125, grad_norm: 5.9187 2021-06-17 15:47:27,539 - mmaction - INFO - Epoch [29][2580/3757] lr: 1.000e-03, eta: 1 day, 3:45:28, time: 1.102, data_time: 0.002, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8953, loss_cls: 1.1352, loss: 1.1352, grad_norm: 5.9291 2021-06-17 15:47:50,537 - mmaction - INFO - Epoch [29][2600/3757] lr: 1.000e-03, eta: 1 day, 3:45:02, time: 1.149, data_time: 0.003, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8898, loss_cls: 1.1378, loss: 1.1378, grad_norm: 5.8038 2021-06-17 15:48:13,612 - mmaction - INFO - Epoch [29][2620/3757] lr: 1.000e-03, eta: 1 day, 3:44:36, time: 1.156, data_time: 0.005, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1358, loss: 1.1358, grad_norm: 5.7140 2021-06-17 15:48:35,576 - mmaction - INFO - Epoch [29][2640/3757] lr: 1.000e-03, eta: 1 day, 3:44:08, time: 1.098, data_time: 0.001, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8984, loss_cls: 1.1151, loss: 1.1151, grad_norm: 5.7539 2021-06-17 15:48:57,637 - mmaction - INFO - Epoch [29][2660/3757] lr: 1.000e-03, eta: 1 day, 3:43:41, time: 1.103, data_time: 0.121, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8992, loss_cls: 1.1298, loss: 1.1298, grad_norm: 5.9932 2021-06-17 15:49:20,197 - mmaction - INFO - Epoch [29][2680/3757] lr: 1.000e-03, eta: 1 day, 3:43:15, time: 1.126, data_time: 0.164, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.1972, loss: 1.1972, grad_norm: 5.8440 2021-06-17 15:49:42,612 - mmaction - INFO - Epoch [29][2700/3757] lr: 1.000e-03, eta: 1 day, 3:42:48, time: 1.123, data_time: 0.505, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9094, loss_cls: 1.0893, loss: 1.0893, grad_norm: 5.7573 2021-06-17 15:50:05,448 - mmaction - INFO - Epoch [29][2720/3757] lr: 1.000e-03, eta: 1 day, 3:42:21, time: 1.141, data_time: 0.505, memory: 7080, top1_acc: 0.6625, top5_acc: 0.8609, loss_cls: 1.3154, loss: 1.3154, grad_norm: 6.0998 2021-06-17 15:50:28,853 - mmaction - INFO - Epoch [29][2740/3757] lr: 1.000e-03, eta: 1 day, 3:41:55, time: 1.171, data_time: 0.294, memory: 7080, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0718, loss: 1.0718, grad_norm: 5.5249 2021-06-17 15:50:51,865 - mmaction - INFO - Epoch [29][2760/3757] lr: 1.000e-03, eta: 1 day, 3:41:29, time: 1.151, data_time: 0.228, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.0819, loss: 1.0819, grad_norm: 5.7785 2021-06-17 15:51:14,792 - mmaction - INFO - Epoch [29][2780/3757] lr: 1.000e-03, eta: 1 day, 3:41:02, time: 1.145, data_time: 0.268, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8914, loss_cls: 1.1452, loss: 1.1452, grad_norm: 5.6970 2021-06-17 15:51:38,557 - mmaction - INFO - Epoch [29][2800/3757] lr: 1.000e-03, eta: 1 day, 3:40:36, time: 1.189, data_time: 0.096, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1358, loss: 1.1358, grad_norm: 5.8143 2021-06-17 15:52:02,423 - mmaction - INFO - Epoch [29][2820/3757] lr: 1.000e-03, eta: 1 day, 3:40:11, time: 1.192, data_time: 0.050, memory: 7080, top1_acc: 0.7063, top5_acc: 0.9008, loss_cls: 1.1256, loss: 1.1256, grad_norm: 6.0524 2021-06-17 15:52:25,040 - mmaction - INFO - Epoch [29][2840/3757] lr: 1.000e-03, eta: 1 day, 3:39:44, time: 1.130, data_time: 0.003, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9055, loss_cls: 1.0631, loss: 1.0631, grad_norm: 5.6170 2021-06-17 15:52:47,667 - mmaction - INFO - Epoch [29][2860/3757] lr: 1.000e-03, eta: 1 day, 3:39:17, time: 1.133, data_time: 0.017, memory: 7080, top1_acc: 0.7203, top5_acc: 0.9000, loss_cls: 1.0511, loss: 1.0511, grad_norm: 5.7156 2021-06-17 15:53:10,671 - mmaction - INFO - Epoch [29][2880/3757] lr: 1.000e-03, eta: 1 day, 3:38:51, time: 1.151, data_time: 0.002, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8969, loss_cls: 1.1285, loss: 1.1285, grad_norm: 5.8140 2021-06-17 15:53:32,336 - mmaction - INFO - Epoch [29][2900/3757] lr: 1.000e-03, eta: 1 day, 3:38:24, time: 1.082, data_time: 0.002, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1567, loss: 1.1567, grad_norm: 5.9584 2021-06-17 15:53:55,883 - mmaction - INFO - Epoch [29][2920/3757] lr: 1.000e-03, eta: 1 day, 3:37:58, time: 1.178, data_time: 0.088, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.0926, loss: 1.0926, grad_norm: 5.6623 2021-06-17 15:54:18,374 - mmaction - INFO - Epoch [29][2940/3757] lr: 1.000e-03, eta: 1 day, 3:37:31, time: 1.125, data_time: 0.207, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8859, loss_cls: 1.1142, loss: 1.1142, grad_norm: 5.6417 2021-06-17 15:54:40,709 - mmaction - INFO - Epoch [29][2960/3757] lr: 1.000e-03, eta: 1 day, 3:37:04, time: 1.116, data_time: 0.001, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8805, loss_cls: 1.1556, loss: 1.1556, grad_norm: 5.6913 2021-06-17 15:55:04,437 - mmaction - INFO - Epoch [29][2980/3757] lr: 1.000e-03, eta: 1 day, 3:36:38, time: 1.185, data_time: 0.017, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8906, loss_cls: 1.0993, loss: 1.0993, grad_norm: 5.7031 2021-06-17 15:55:26,123 - mmaction - INFO - Epoch [29][3000/3757] lr: 1.000e-03, eta: 1 day, 3:36:11, time: 1.086, data_time: 0.125, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8977, loss_cls: 1.1485, loss: 1.1485, grad_norm: 6.0188 2021-06-17 15:55:50,089 - mmaction - INFO - Epoch [29][3020/3757] lr: 1.000e-03, eta: 1 day, 3:35:45, time: 1.198, data_time: 0.231, memory: 7080, top1_acc: 0.7367, top5_acc: 0.8984, loss_cls: 1.0887, loss: 1.0887, grad_norm: 5.7785 2021-06-17 15:56:12,004 - mmaction - INFO - Epoch [29][3040/3757] lr: 1.000e-03, eta: 1 day, 3:35:18, time: 1.096, data_time: 0.302, memory: 7080, top1_acc: 0.7219, top5_acc: 0.9039, loss_cls: 1.1038, loss: 1.1038, grad_norm: 5.9358 2021-06-17 15:56:34,443 - mmaction - INFO - Epoch [29][3060/3757] lr: 1.000e-03, eta: 1 day, 3:34:51, time: 1.122, data_time: 0.241, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.1462, loss: 1.1462, grad_norm: 5.9224 2021-06-17 15:56:57,320 - mmaction - INFO - Epoch [29][3080/3757] lr: 1.000e-03, eta: 1 day, 3:34:25, time: 1.143, data_time: 0.220, memory: 7080, top1_acc: 0.7023, top5_acc: 0.9000, loss_cls: 1.1331, loss: 1.1331, grad_norm: 5.9862 2021-06-17 15:57:19,029 - mmaction - INFO - Epoch [29][3100/3757] lr: 1.000e-03, eta: 1 day, 3:33:57, time: 1.084, data_time: 0.012, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9023, loss_cls: 1.0911, loss: 1.0911, grad_norm: 5.6436 2021-06-17 15:57:41,056 - mmaction - INFO - Epoch [29][3120/3757] lr: 1.000e-03, eta: 1 day, 3:33:30, time: 1.103, data_time: 0.135, memory: 7080, top1_acc: 0.7359, top5_acc: 0.8898, loss_cls: 1.0976, loss: 1.0976, grad_norm: 5.8740 2021-06-17 15:58:05,277 - mmaction - INFO - Epoch [29][3140/3757] lr: 1.000e-03, eta: 1 day, 3:33:05, time: 1.211, data_time: 0.045, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8961, loss_cls: 1.1258, loss: 1.1258, grad_norm: 5.7822 2021-06-17 15:58:27,838 - mmaction - INFO - Epoch [29][3160/3757] lr: 1.000e-03, eta: 1 day, 3:32:38, time: 1.128, data_time: 0.077, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8867, loss_cls: 1.1609, loss: 1.1609, grad_norm: 5.7555 2021-06-17 15:58:50,740 - mmaction - INFO - Epoch [29][3180/3757] lr: 1.000e-03, eta: 1 day, 3:32:12, time: 1.145, data_time: 0.104, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8859, loss_cls: 1.1775, loss: 1.1775, grad_norm: 6.0084 2021-06-17 15:59:13,731 - mmaction - INFO - Epoch [29][3200/3757] lr: 1.000e-03, eta: 1 day, 3:31:45, time: 1.148, data_time: 0.034, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8812, loss_cls: 1.1543, loss: 1.1543, grad_norm: 5.7336 2021-06-17 15:59:36,553 - mmaction - INFO - Epoch [29][3220/3757] lr: 1.000e-03, eta: 1 day, 3:31:19, time: 1.141, data_time: 0.096, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8992, loss_cls: 1.0982, loss: 1.0982, grad_norm: 5.7824 2021-06-17 15:59:59,896 - mmaction - INFO - Epoch [29][3240/3757] lr: 1.000e-03, eta: 1 day, 3:30:53, time: 1.166, data_time: 0.388, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8922, loss_cls: 1.1187, loss: 1.1187, grad_norm: 5.7684 2021-06-17 16:00:22,811 - mmaction - INFO - Epoch [29][3260/3757] lr: 1.000e-03, eta: 1 day, 3:30:26, time: 1.147, data_time: 0.252, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.1841, loss: 1.1841, grad_norm: 5.9212 2021-06-17 16:00:44,641 - mmaction - INFO - Epoch [29][3280/3757] lr: 1.000e-03, eta: 1 day, 3:29:59, time: 1.092, data_time: 0.284, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8898, loss_cls: 1.1323, loss: 1.1323, grad_norm: 5.7380 2021-06-17 16:01:07,063 - mmaction - INFO - Epoch [29][3300/3757] lr: 1.000e-03, eta: 1 day, 3:29:32, time: 1.120, data_time: 0.022, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8930, loss_cls: 1.1171, loss: 1.1171, grad_norm: 5.7857 2021-06-17 16:01:29,529 - mmaction - INFO - Epoch [29][3320/3757] lr: 1.000e-03, eta: 1 day, 3:29:05, time: 1.124, data_time: 0.002, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9016, loss_cls: 1.0783, loss: 1.0783, grad_norm: 5.8700 2021-06-17 16:01:53,112 - mmaction - INFO - Epoch [29][3340/3757] lr: 1.000e-03, eta: 1 day, 3:28:39, time: 1.180, data_time: 0.002, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1149, loss: 1.1149, grad_norm: 5.9100 2021-06-17 16:02:14,617 - mmaction - INFO - Epoch [29][3360/3757] lr: 1.000e-03, eta: 1 day, 3:28:12, time: 1.075, data_time: 0.216, memory: 7080, top1_acc: 0.7156, top5_acc: 0.9062, loss_cls: 1.1049, loss: 1.1049, grad_norm: 5.8854 2021-06-17 16:02:37,835 - mmaction - INFO - Epoch [29][3380/3757] lr: 1.000e-03, eta: 1 day, 3:27:46, time: 1.161, data_time: 0.287, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8812, loss_cls: 1.1564, loss: 1.1564, grad_norm: 6.0325 2021-06-17 16:03:01,671 - mmaction - INFO - Epoch [29][3400/3757] lr: 1.000e-03, eta: 1 day, 3:27:20, time: 1.191, data_time: 0.001, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8781, loss_cls: 1.1334, loss: 1.1334, grad_norm: 5.7916 2021-06-17 16:03:24,303 - mmaction - INFO - Epoch [29][3420/3757] lr: 1.000e-03, eta: 1 day, 3:26:53, time: 1.133, data_time: 0.004, memory: 7080, top1_acc: 0.7148, top5_acc: 0.9008, loss_cls: 1.1307, loss: 1.1307, grad_norm: 5.8285 2021-06-17 16:03:46,611 - mmaction - INFO - Epoch [29][3440/3757] lr: 1.000e-03, eta: 1 day, 3:26:27, time: 1.113, data_time: 0.002, memory: 7080, top1_acc: 0.7203, top5_acc: 0.9016, loss_cls: 1.0737, loss: 1.0737, grad_norm: 5.7973 2021-06-17 16:04:08,892 - mmaction - INFO - Epoch [29][3460/3757] lr: 1.000e-03, eta: 1 day, 3:26:00, time: 1.116, data_time: 0.005, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.0952, loss: 1.0952, grad_norm: 5.9668 2021-06-17 16:04:31,970 - mmaction - INFO - Epoch [29][3480/3757] lr: 1.000e-03, eta: 1 day, 3:25:33, time: 1.151, data_time: 0.063, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8953, loss_cls: 1.1330, loss: 1.1330, grad_norm: 5.9625 2021-06-17 16:04:55,615 - mmaction - INFO - Epoch [29][3500/3757] lr: 1.000e-03, eta: 1 day, 3:25:07, time: 1.185, data_time: 0.254, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.1892, loss: 1.1892, grad_norm: 5.8844 2021-06-17 16:05:18,305 - mmaction - INFO - Epoch [29][3520/3757] lr: 1.000e-03, eta: 1 day, 3:24:41, time: 1.134, data_time: 0.206, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8945, loss_cls: 1.1019, loss: 1.1019, grad_norm: 5.7141 2021-06-17 16:05:40,859 - mmaction - INFO - Epoch [29][3540/3757] lr: 1.000e-03, eta: 1 day, 3:24:14, time: 1.125, data_time: 0.167, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8883, loss_cls: 1.1561, loss: 1.1561, grad_norm: 5.9204 2021-06-17 16:06:04,961 - mmaction - INFO - Epoch [29][3560/3757] lr: 1.000e-03, eta: 1 day, 3:23:49, time: 1.209, data_time: 0.025, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.1045, loss: 1.1045, grad_norm: 5.6836 2021-06-17 16:06:27,066 - mmaction - INFO - Epoch [29][3580/3757] lr: 1.000e-03, eta: 1 day, 3:23:22, time: 1.105, data_time: 0.002, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1464, loss: 1.1464, grad_norm: 5.8697 2021-06-17 16:06:49,390 - mmaction - INFO - Epoch [29][3600/3757] lr: 1.000e-03, eta: 1 day, 3:22:55, time: 1.115, data_time: 0.091, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8945, loss_cls: 1.1491, loss: 1.1491, grad_norm: 5.7620 2021-06-17 16:07:13,050 - mmaction - INFO - Epoch [29][3620/3757] lr: 1.000e-03, eta: 1 day, 3:22:29, time: 1.182, data_time: 0.136, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8891, loss_cls: 1.1834, loss: 1.1834, grad_norm: 5.9713 2021-06-17 16:07:35,936 - mmaction - INFO - Epoch [29][3640/3757] lr: 1.000e-03, eta: 1 day, 3:22:03, time: 1.147, data_time: 0.004, memory: 7080, top1_acc: 0.6945, top5_acc: 0.9016, loss_cls: 1.1249, loss: 1.1249, grad_norm: 5.9360 2021-06-17 16:07:58,772 - mmaction - INFO - Epoch [29][3660/3757] lr: 1.000e-03, eta: 1 day, 3:21:36, time: 1.141, data_time: 0.001, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8805, loss_cls: 1.1845, loss: 1.1845, grad_norm: 5.9587 2021-06-17 16:08:21,874 - mmaction - INFO - Epoch [29][3680/3757] lr: 1.000e-03, eta: 1 day, 3:21:10, time: 1.155, data_time: 0.002, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8883, loss_cls: 1.1640, loss: 1.1640, grad_norm: 5.8822 2021-06-17 16:08:44,407 - mmaction - INFO - Epoch [29][3700/3757] lr: 1.000e-03, eta: 1 day, 3:20:43, time: 1.128, data_time: 0.005, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8945, loss_cls: 1.1184, loss: 1.1184, grad_norm: 5.8680 2021-06-17 16:09:06,908 - mmaction - INFO - Epoch [29][3720/3757] lr: 1.000e-03, eta: 1 day, 3:20:16, time: 1.123, data_time: 0.001, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8969, loss_cls: 1.1087, loss: 1.1087, grad_norm: 5.8117 2021-06-17 16:09:31,480 - mmaction - INFO - Epoch [29][3740/3757] lr: 1.000e-03, eta: 1 day, 3:19:51, time: 1.230, data_time: 0.006, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8938, loss_cls: 1.1719, loss: 1.1719, grad_norm: 5.9716 2021-06-17 16:09:52,204 - mmaction - INFO - Saving checkpoint at 29 epochs 2021-06-17 16:17:34,907 - mmaction - INFO - Epoch [30][20/3757] lr: 1.000e-03, eta: 1 day, 3:24:06, time: 23.086, data_time: 22.295, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9023, loss_cls: 1.0694, loss: 1.0694, grad_norm: 5.8019 2021-06-17 16:17:59,250 - mmaction - INFO - Epoch [30][40/3757] lr: 1.000e-03, eta: 1 day, 3:23:40, time: 1.220, data_time: 0.279, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8891, loss_cls: 1.1827, loss: 1.1827, grad_norm: 6.0338 2021-06-17 16:18:21,086 - mmaction - INFO - Epoch [30][60/3757] lr: 1.000e-03, eta: 1 day, 3:23:13, time: 1.091, data_time: 0.283, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.1989, loss: 1.1989, grad_norm: 6.1556 2021-06-17 16:18:43,857 - mmaction - INFO - Epoch [30][80/3757] lr: 1.000e-03, eta: 1 day, 3:22:46, time: 1.139, data_time: 0.204, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9000, loss_cls: 1.0918, loss: 1.0918, grad_norm: 5.6954 2021-06-17 16:19:07,177 - mmaction - INFO - Epoch [30][100/3757] lr: 1.000e-03, eta: 1 day, 3:22:20, time: 1.166, data_time: 0.119, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.1950, loss: 1.1950, grad_norm: 5.9878 2021-06-17 16:19:29,905 - mmaction - INFO - Epoch [30][120/3757] lr: 1.000e-03, eta: 1 day, 3:21:54, time: 1.137, data_time: 0.391, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8992, loss_cls: 1.1408, loss: 1.1408, grad_norm: 6.0141 2021-06-17 16:19:53,944 - mmaction - INFO - Epoch [30][140/3757] lr: 1.000e-03, eta: 1 day, 3:21:28, time: 1.202, data_time: 0.088, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8930, loss_cls: 1.1184, loss: 1.1184, grad_norm: 5.8147 2021-06-17 16:20:15,951 - mmaction - INFO - Epoch [30][160/3757] lr: 1.000e-03, eta: 1 day, 3:21:01, time: 1.099, data_time: 0.001, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9164, loss_cls: 1.0035, loss: 1.0035, grad_norm: 5.4945 2021-06-17 16:20:38,344 - mmaction - INFO - Epoch [30][180/3757] lr: 1.000e-03, eta: 1 day, 3:20:34, time: 1.120, data_time: 0.073, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9078, loss_cls: 1.0855, loss: 1.0855, grad_norm: 5.7075 2021-06-17 16:21:00,344 - mmaction - INFO - Epoch [30][200/3757] lr: 1.000e-03, eta: 1 day, 3:20:07, time: 1.100, data_time: 0.216, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1487, loss: 1.1487, grad_norm: 5.8248 2021-06-17 16:21:22,575 - mmaction - INFO - Epoch [30][220/3757] lr: 1.000e-03, eta: 1 day, 3:19:40, time: 1.108, data_time: 0.096, memory: 7080, top1_acc: 0.7328, top5_acc: 0.8906, loss_cls: 1.1069, loss: 1.1069, grad_norm: 5.7242 2021-06-17 16:21:46,656 - mmaction - INFO - Epoch [30][240/3757] lr: 1.000e-03, eta: 1 day, 3:19:14, time: 1.208, data_time: 0.169, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8977, loss_cls: 1.1195, loss: 1.1195, grad_norm: 5.9244 2021-06-17 16:22:09,812 - mmaction - INFO - Epoch [30][260/3757] lr: 1.000e-03, eta: 1 day, 3:18:48, time: 1.157, data_time: 0.233, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8859, loss_cls: 1.1561, loss: 1.1561, grad_norm: 5.7183 2021-06-17 16:22:33,434 - mmaction - INFO - Epoch [30][280/3757] lr: 1.000e-03, eta: 1 day, 3:18:22, time: 1.182, data_time: 0.076, memory: 7080, top1_acc: 0.7180, top5_acc: 0.9086, loss_cls: 1.0613, loss: 1.0613, grad_norm: 5.9065 2021-06-17 16:22:56,850 - mmaction - INFO - Epoch [30][300/3757] lr: 1.000e-03, eta: 1 day, 3:17:55, time: 1.171, data_time: 0.017, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8922, loss_cls: 1.1262, loss: 1.1262, grad_norm: 5.8667 2021-06-17 16:23:19,339 - mmaction - INFO - Epoch [30][320/3757] lr: 1.000e-03, eta: 1 day, 3:17:29, time: 1.123, data_time: 0.001, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8914, loss_cls: 1.1153, loss: 1.1153, grad_norm: 5.9243 2021-06-17 16:23:42,043 - mmaction - INFO - Epoch [30][340/3757] lr: 1.000e-03, eta: 1 day, 3:17:02, time: 1.136, data_time: 0.003, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8805, loss_cls: 1.1756, loss: 1.1756, grad_norm: 5.8636 2021-06-17 16:24:05,160 - mmaction - INFO - Epoch [30][360/3757] lr: 1.000e-03, eta: 1 day, 3:16:36, time: 1.156, data_time: 0.002, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9000, loss_cls: 1.0889, loss: 1.0889, grad_norm: 5.7787 2021-06-17 16:24:28,684 - mmaction - INFO - Epoch [30][380/3757] lr: 1.000e-03, eta: 1 day, 3:16:09, time: 1.175, data_time: 0.002, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9078, loss_cls: 1.0573, loss: 1.0573, grad_norm: 5.7259 2021-06-17 16:24:49,807 - mmaction - INFO - Epoch [30][400/3757] lr: 1.000e-03, eta: 1 day, 3:15:42, time: 1.057, data_time: 0.003, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8945, loss_cls: 1.1162, loss: 1.1162, grad_norm: 5.7411 2021-06-17 16:25:12,613 - mmaction - INFO - Epoch [30][420/3757] lr: 1.000e-03, eta: 1 day, 3:15:15, time: 1.141, data_time: 0.002, memory: 7080, top1_acc: 0.7352, top5_acc: 0.8977, loss_cls: 1.0425, loss: 1.0425, grad_norm: 5.4964 2021-06-17 16:25:35,760 - mmaction - INFO - Epoch [30][440/3757] lr: 1.000e-03, eta: 1 day, 3:14:49, time: 1.156, data_time: 0.003, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1468, loss: 1.1468, grad_norm: 5.8645 2021-06-17 16:25:58,192 - mmaction - INFO - Epoch [30][460/3757] lr: 1.000e-03, eta: 1 day, 3:14:22, time: 1.123, data_time: 0.004, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8953, loss_cls: 1.1416, loss: 1.1416, grad_norm: 5.8828 2021-06-17 16:26:20,423 - mmaction - INFO - Epoch [30][480/3757] lr: 1.000e-03, eta: 1 day, 3:13:55, time: 1.111, data_time: 0.001, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.1009, loss: 1.1009, grad_norm: 5.8391 2021-06-17 16:26:44,125 - mmaction - INFO - Epoch [30][500/3757] lr: 1.000e-03, eta: 1 day, 3:13:29, time: 1.185, data_time: 0.002, memory: 7080, top1_acc: 0.7039, top5_acc: 0.9039, loss_cls: 1.1222, loss: 1.1222, grad_norm: 6.0129 2021-06-17 16:27:06,304 - mmaction - INFO - Epoch [30][520/3757] lr: 1.000e-03, eta: 1 day, 3:13:02, time: 1.108, data_time: 0.024, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8883, loss_cls: 1.1548, loss: 1.1548, grad_norm: 5.9608 2021-06-17 16:27:29,507 - mmaction - INFO - Epoch [30][540/3757] lr: 1.000e-03, eta: 1 day, 3:12:36, time: 1.158, data_time: 0.165, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8930, loss_cls: 1.1017, loss: 1.1017, grad_norm: 5.8702 2021-06-17 16:27:52,756 - mmaction - INFO - Epoch [30][560/3757] lr: 1.000e-03, eta: 1 day, 3:12:09, time: 1.165, data_time: 0.048, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9062, loss_cls: 1.0680, loss: 1.0680, grad_norm: 5.6935 2021-06-17 16:28:15,657 - mmaction - INFO - Epoch [30][580/3757] lr: 1.000e-03, eta: 1 day, 3:11:43, time: 1.146, data_time: 0.004, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8992, loss_cls: 1.0907, loss: 1.0907, grad_norm: 5.8183 2021-06-17 16:28:38,486 - mmaction - INFO - Epoch [30][600/3757] lr: 1.000e-03, eta: 1 day, 3:11:16, time: 1.141, data_time: 0.001, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9000, loss_cls: 1.0808, loss: 1.0808, grad_norm: 5.7594 2021-06-17 16:29:01,063 - mmaction - INFO - Epoch [30][620/3757] lr: 1.000e-03, eta: 1 day, 3:10:50, time: 1.128, data_time: 0.001, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9180, loss_cls: 1.0014, loss: 1.0014, grad_norm: 5.8001 2021-06-17 16:29:22,314 - mmaction - INFO - Epoch [30][640/3757] lr: 1.000e-03, eta: 1 day, 3:10:22, time: 1.060, data_time: 0.002, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8992, loss_cls: 1.0746, loss: 1.0746, grad_norm: 5.7847 2021-06-17 16:29:46,286 - mmaction - INFO - Epoch [30][660/3757] lr: 1.000e-03, eta: 1 day, 3:09:56, time: 1.199, data_time: 0.005, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8836, loss_cls: 1.1464, loss: 1.1464, grad_norm: 5.8749 2021-06-17 16:30:10,808 - mmaction - INFO - Epoch [30][680/3757] lr: 1.000e-03, eta: 1 day, 3:09:31, time: 1.228, data_time: 0.008, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9086, loss_cls: 1.0589, loss: 1.0589, grad_norm: 5.6512 2021-06-17 16:30:32,293 - mmaction - INFO - Epoch [30][700/3757] lr: 1.000e-03, eta: 1 day, 3:09:03, time: 1.075, data_time: 0.004, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9000, loss_cls: 1.0487, loss: 1.0487, grad_norm: 5.5677 2021-06-17 16:30:54,021 - mmaction - INFO - Epoch [30][720/3757] lr: 1.000e-03, eta: 1 day, 3:08:36, time: 1.084, data_time: 0.001, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8867, loss_cls: 1.1318, loss: 1.1318, grad_norm: 5.9071 2021-06-17 16:31:16,883 - mmaction - INFO - Epoch [30][740/3757] lr: 1.000e-03, eta: 1 day, 3:08:10, time: 1.143, data_time: 0.005, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9000, loss_cls: 1.0506, loss: 1.0506, grad_norm: 5.7462 2021-06-17 16:31:40,011 - mmaction - INFO - Epoch [30][760/3757] lr: 1.000e-03, eta: 1 day, 3:07:43, time: 1.156, data_time: 0.003, memory: 7080, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0447, loss: 1.0447, grad_norm: 5.7269 2021-06-17 16:32:02,717 - mmaction - INFO - Epoch [30][780/3757] lr: 1.000e-03, eta: 1 day, 3:07:17, time: 1.138, data_time: 0.005, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9023, loss_cls: 1.0594, loss: 1.0594, grad_norm: 5.6036 2021-06-17 16:32:24,845 - mmaction - INFO - Epoch [30][800/3757] lr: 1.000e-03, eta: 1 day, 3:06:50, time: 1.106, data_time: 0.003, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9023, loss_cls: 1.0496, loss: 1.0496, grad_norm: 5.6285 2021-06-17 16:32:47,101 - mmaction - INFO - Epoch [30][820/3757] lr: 1.000e-03, eta: 1 day, 3:06:23, time: 1.113, data_time: 0.122, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9078, loss_cls: 1.0831, loss: 1.0831, grad_norm: 5.9071 2021-06-17 16:33:10,158 - mmaction - INFO - Epoch [30][840/3757] lr: 1.000e-03, eta: 1 day, 3:05:56, time: 1.153, data_time: 0.045, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1527, loss: 1.1527, grad_norm: 6.1222 2021-06-17 16:33:33,032 - mmaction - INFO - Epoch [30][860/3757] lr: 1.000e-03, eta: 1 day, 3:05:30, time: 1.141, data_time: 0.081, memory: 7080, top1_acc: 0.7117, top5_acc: 0.9000, loss_cls: 1.1377, loss: 1.1377, grad_norm: 6.0295 2021-06-17 16:33:55,771 - mmaction - INFO - Epoch [30][880/3757] lr: 1.000e-03, eta: 1 day, 3:05:03, time: 1.139, data_time: 0.208, memory: 7080, top1_acc: 0.6961, top5_acc: 0.9055, loss_cls: 1.1265, loss: 1.1265, grad_norm: 5.9446 2021-06-17 16:34:18,791 - mmaction - INFO - Epoch [30][900/3757] lr: 1.000e-03, eta: 1 day, 3:04:37, time: 1.151, data_time: 0.176, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8969, loss_cls: 1.1132, loss: 1.1132, grad_norm: 5.8642 2021-06-17 16:34:42,169 - mmaction - INFO - Epoch [30][920/3757] lr: 1.000e-03, eta: 1 day, 3:04:11, time: 1.167, data_time: 0.002, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1264, loss: 1.1264, grad_norm: 5.8702 2021-06-17 16:35:04,527 - mmaction - INFO - Epoch [30][940/3757] lr: 1.000e-03, eta: 1 day, 3:03:44, time: 1.121, data_time: 0.019, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8812, loss_cls: 1.1816, loss: 1.1816, grad_norm: 5.9251 2021-06-17 16:35:27,676 - mmaction - INFO - Epoch [30][960/3757] lr: 1.000e-03, eta: 1 day, 3:03:17, time: 1.158, data_time: 0.002, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8852, loss_cls: 1.1455, loss: 1.1455, grad_norm: 6.0737 2021-06-17 16:35:50,170 - mmaction - INFO - Epoch [30][980/3757] lr: 1.000e-03, eta: 1 day, 3:02:51, time: 1.125, data_time: 0.003, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8922, loss_cls: 1.1850, loss: 1.1850, grad_norm: 5.9807 2021-06-17 16:36:12,701 - mmaction - INFO - Epoch [30][1000/3757] lr: 1.000e-03, eta: 1 day, 3:02:24, time: 1.125, data_time: 0.001, memory: 7080, top1_acc: 0.7391, top5_acc: 0.8984, loss_cls: 1.0428, loss: 1.0428, grad_norm: 5.7187 2021-06-17 16:36:36,994 - mmaction - INFO - Epoch [30][1020/3757] lr: 1.000e-03, eta: 1 day, 3:01:58, time: 1.217, data_time: 0.004, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9055, loss_cls: 1.0353, loss: 1.0353, grad_norm: 5.5517 2021-06-17 16:36:57,925 - mmaction - INFO - Epoch [30][1040/3757] lr: 1.000e-03, eta: 1 day, 3:01:31, time: 1.047, data_time: 0.001, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8953, loss_cls: 1.0830, loss: 1.0830, grad_norm: 5.6812 2021-06-17 16:37:20,114 - mmaction - INFO - Epoch [30][1060/3757] lr: 1.000e-03, eta: 1 day, 3:01:04, time: 1.110, data_time: 0.002, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8969, loss_cls: 1.1035, loss: 1.1035, grad_norm: 5.7343 2021-06-17 16:37:43,931 - mmaction - INFO - Epoch [30][1080/3757] lr: 1.000e-03, eta: 1 day, 3:00:38, time: 1.189, data_time: 0.231, memory: 7080, top1_acc: 0.7359, top5_acc: 0.8945, loss_cls: 1.0796, loss: 1.0796, grad_norm: 5.7047 2021-06-17 16:38:06,591 - mmaction - INFO - Epoch [30][1100/3757] lr: 1.000e-03, eta: 1 day, 3:00:11, time: 1.134, data_time: 0.104, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8930, loss_cls: 1.1477, loss: 1.1477, grad_norm: 5.9114 2021-06-17 16:38:29,431 - mmaction - INFO - Epoch [30][1120/3757] lr: 1.000e-03, eta: 1 day, 2:59:45, time: 1.142, data_time: 0.132, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9070, loss_cls: 1.0683, loss: 1.0683, grad_norm: 5.8273 2021-06-17 16:38:52,516 - mmaction - INFO - Epoch [30][1140/3757] lr: 1.000e-03, eta: 1 day, 2:59:18, time: 1.154, data_time: 0.173, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9016, loss_cls: 1.0527, loss: 1.0527, grad_norm: 5.6200 2021-06-17 16:39:14,432 - mmaction - INFO - Epoch [30][1160/3757] lr: 1.000e-03, eta: 1 day, 2:58:51, time: 1.096, data_time: 0.284, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8914, loss_cls: 1.0894, loss: 1.0894, grad_norm: 5.7804 2021-06-17 16:39:37,285 - mmaction - INFO - Epoch [30][1180/3757] lr: 1.000e-03, eta: 1 day, 2:58:25, time: 1.140, data_time: 0.270, memory: 7080, top1_acc: 0.7359, top5_acc: 0.8953, loss_cls: 1.1098, loss: 1.1098, grad_norm: 5.8200 2021-06-17 16:39:59,961 - mmaction - INFO - Epoch [30][1200/3757] lr: 1.000e-03, eta: 1 day, 2:57:58, time: 1.135, data_time: 0.249, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8898, loss_cls: 1.1743, loss: 1.1743, grad_norm: 6.1007 2021-06-17 16:40:23,742 - mmaction - INFO - Epoch [30][1220/3757] lr: 1.000e-03, eta: 1 day, 2:57:32, time: 1.191, data_time: 0.028, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9094, loss_cls: 1.0262, loss: 1.0262, grad_norm: 5.7101 2021-06-17 16:40:45,086 - mmaction - INFO - Epoch [30][1240/3757] lr: 1.000e-03, eta: 1 day, 2:57:05, time: 1.066, data_time: 0.042, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9023, loss_cls: 1.0460, loss: 1.0460, grad_norm: 5.6630 2021-06-17 16:41:07,852 - mmaction - INFO - Epoch [30][1260/3757] lr: 1.000e-03, eta: 1 day, 2:56:38, time: 1.136, data_time: 0.304, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1149, loss: 1.1149, grad_norm: 5.6900 2021-06-17 16:41:31,375 - mmaction - INFO - Epoch [30][1280/3757] lr: 1.000e-03, eta: 1 day, 2:56:12, time: 1.178, data_time: 0.019, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1555, loss: 1.1555, grad_norm: 5.9537 2021-06-17 16:41:54,132 - mmaction - INFO - Epoch [30][1300/3757] lr: 1.000e-03, eta: 1 day, 2:55:45, time: 1.136, data_time: 0.003, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9008, loss_cls: 1.1086, loss: 1.1086, grad_norm: 5.8929 2021-06-17 16:42:15,296 - mmaction - INFO - Epoch [30][1320/3757] lr: 1.000e-03, eta: 1 day, 2:55:18, time: 1.059, data_time: 0.004, memory: 7080, top1_acc: 0.7477, top5_acc: 0.8977, loss_cls: 1.0291, loss: 1.0291, grad_norm: 5.5642 2021-06-17 16:42:39,717 - mmaction - INFO - Epoch [30][1340/3757] lr: 1.000e-03, eta: 1 day, 2:54:52, time: 1.221, data_time: 0.037, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8867, loss_cls: 1.1078, loss: 1.1078, grad_norm: 5.8443 2021-06-17 16:43:02,961 - mmaction - INFO - Epoch [30][1360/3757] lr: 1.000e-03, eta: 1 day, 2:54:26, time: 1.162, data_time: 0.123, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8945, loss_cls: 1.1120, loss: 1.1120, grad_norm: 5.9050 2021-06-17 16:43:24,824 - mmaction - INFO - Epoch [30][1380/3757] lr: 1.000e-03, eta: 1 day, 2:53:59, time: 1.095, data_time: 0.407, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8992, loss_cls: 1.0966, loss: 1.0966, grad_norm: 5.8027 2021-06-17 16:43:47,611 - mmaction - INFO - Epoch [30][1400/3757] lr: 1.000e-03, eta: 1 day, 2:53:32, time: 1.138, data_time: 0.254, memory: 7080, top1_acc: 0.7039, top5_acc: 0.9117, loss_cls: 1.0793, loss: 1.0793, grad_norm: 5.8060 2021-06-17 16:44:11,237 - mmaction - INFO - Epoch [30][1420/3757] lr: 1.000e-03, eta: 1 day, 2:53:06, time: 1.178, data_time: 0.009, memory: 7080, top1_acc: 0.7445, top5_acc: 0.8977, loss_cls: 1.0415, loss: 1.0415, grad_norm: 5.5907 2021-06-17 16:44:32,786 - mmaction - INFO - Epoch [30][1440/3757] lr: 1.000e-03, eta: 1 day, 2:52:39, time: 1.082, data_time: 0.006, memory: 7080, top1_acc: 0.7039, top5_acc: 0.9062, loss_cls: 1.1083, loss: 1.1083, grad_norm: 5.8105 2021-06-17 16:44:55,966 - mmaction - INFO - Epoch [30][1460/3757] lr: 1.000e-03, eta: 1 day, 2:52:13, time: 1.159, data_time: 0.152, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8969, loss_cls: 1.1279, loss: 1.1279, grad_norm: 6.0097 2021-06-17 16:45:18,222 - mmaction - INFO - Epoch [30][1480/3757] lr: 1.000e-03, eta: 1 day, 2:51:46, time: 1.113, data_time: 0.240, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9078, loss_cls: 1.0975, loss: 1.0975, grad_norm: 5.8236 2021-06-17 16:45:41,548 - mmaction - INFO - Epoch [30][1500/3757] lr: 1.000e-03, eta: 1 day, 2:51:20, time: 1.166, data_time: 0.259, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.1475, loss: 1.1475, grad_norm: 5.7837 2021-06-17 16:46:04,198 - mmaction - INFO - Epoch [30][1520/3757] lr: 1.000e-03, eta: 1 day, 2:50:53, time: 1.131, data_time: 0.205, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9055, loss_cls: 1.0414, loss: 1.0414, grad_norm: 5.6379 2021-06-17 16:46:27,497 - mmaction - INFO - Epoch [30][1540/3757] lr: 1.000e-03, eta: 1 day, 2:50:27, time: 1.165, data_time: 0.077, memory: 7080, top1_acc: 0.6836, top5_acc: 0.8883, loss_cls: 1.2075, loss: 1.2075, grad_norm: 6.2024 2021-06-17 16:46:48,727 - mmaction - INFO - Epoch [30][1560/3757] lr: 1.000e-03, eta: 1 day, 2:49:59, time: 1.062, data_time: 0.035, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8875, loss_cls: 1.1043, loss: 1.1043, grad_norm: 5.8936 2021-06-17 16:47:12,112 - mmaction - INFO - Epoch [30][1580/3757] lr: 1.000e-03, eta: 1 day, 2:49:33, time: 1.169, data_time: 0.108, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9008, loss_cls: 1.0535, loss: 1.0535, grad_norm: 5.7995 2021-06-17 16:47:33,761 - mmaction - INFO - Epoch [30][1600/3757] lr: 1.000e-03, eta: 1 day, 2:49:06, time: 1.082, data_time: 0.166, memory: 7080, top1_acc: 0.7156, top5_acc: 0.9023, loss_cls: 1.0961, loss: 1.0961, grad_norm: 5.8793 2021-06-17 16:47:55,959 - mmaction - INFO - Epoch [30][1620/3757] lr: 1.000e-03, eta: 1 day, 2:48:39, time: 1.109, data_time: 0.146, memory: 7080, top1_acc: 0.7359, top5_acc: 0.8953, loss_cls: 1.0667, loss: 1.0667, grad_norm: 5.6636 2021-06-17 16:48:19,407 - mmaction - INFO - Epoch [30][1640/3757] lr: 1.000e-03, eta: 1 day, 2:48:13, time: 1.170, data_time: 0.048, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9094, loss_cls: 1.0532, loss: 1.0532, grad_norm: 5.6403 2021-06-17 16:48:42,833 - mmaction - INFO - Epoch [30][1660/3757] lr: 1.000e-03, eta: 1 day, 2:47:47, time: 1.172, data_time: 0.043, memory: 7080, top1_acc: 0.7141, top5_acc: 0.9078, loss_cls: 1.0800, loss: 1.0800, grad_norm: 5.8574 2021-06-17 16:49:05,834 - mmaction - INFO - Epoch [30][1680/3757] lr: 1.000e-03, eta: 1 day, 2:47:21, time: 1.150, data_time: 0.009, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1355, loss: 1.1355, grad_norm: 5.8390 2021-06-17 16:49:30,087 - mmaction - INFO - Epoch [30][1700/3757] lr: 1.000e-03, eta: 1 day, 2:46:55, time: 1.215, data_time: 0.029, memory: 7080, top1_acc: 0.7023, top5_acc: 0.9039, loss_cls: 1.1172, loss: 1.1172, grad_norm: 5.8588 2021-06-17 16:49:50,966 - mmaction - INFO - Epoch [30][1720/3757] lr: 1.000e-03, eta: 1 day, 2:46:27, time: 1.042, data_time: 0.057, memory: 7080, top1_acc: 0.7344, top5_acc: 0.8992, loss_cls: 1.0719, loss: 1.0719, grad_norm: 5.8249 2021-06-17 16:50:15,082 - mmaction - INFO - Epoch [30][1740/3757] lr: 1.000e-03, eta: 1 day, 2:46:02, time: 1.208, data_time: 0.007, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8977, loss_cls: 1.1146, loss: 1.1146, grad_norm: 6.0256 2021-06-17 16:50:37,734 - mmaction - INFO - Epoch [30][1760/3757] lr: 1.000e-03, eta: 1 day, 2:45:35, time: 1.132, data_time: 0.002, memory: 7080, top1_acc: 0.7219, top5_acc: 0.9016, loss_cls: 1.0781, loss: 1.0781, grad_norm: 5.7657 2021-06-17 16:51:00,389 - mmaction - INFO - Epoch [30][1780/3757] lr: 1.000e-03, eta: 1 day, 2:45:09, time: 1.132, data_time: 0.002, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8898, loss_cls: 1.1154, loss: 1.1154, grad_norm: 5.9345 2021-06-17 16:51:22,387 - mmaction - INFO - Epoch [30][1800/3757] lr: 1.000e-03, eta: 1 day, 2:44:41, time: 1.099, data_time: 0.004, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9023, loss_cls: 1.0552, loss: 1.0552, grad_norm: 5.7245 2021-06-17 16:51:45,917 - mmaction - INFO - Epoch [30][1820/3757] lr: 1.000e-03, eta: 1 day, 2:44:15, time: 1.177, data_time: 0.034, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8969, loss_cls: 1.1437, loss: 1.1437, grad_norm: 5.9860 2021-06-17 16:52:09,232 - mmaction - INFO - Epoch [30][1840/3757] lr: 1.000e-03, eta: 1 day, 2:43:49, time: 1.165, data_time: 0.004, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8805, loss_cls: 1.1344, loss: 1.1344, grad_norm: 5.7590 2021-06-17 16:52:31,491 - mmaction - INFO - Epoch [30][1860/3757] lr: 1.000e-03, eta: 1 day, 2:43:23, time: 1.114, data_time: 0.012, memory: 7080, top1_acc: 0.6898, top5_acc: 0.8953, loss_cls: 1.2060, loss: 1.2060, grad_norm: 6.0517 2021-06-17 16:52:53,038 - mmaction - INFO - Epoch [30][1880/3757] lr: 1.000e-03, eta: 1 day, 2:42:55, time: 1.073, data_time: 0.087, memory: 7080, top1_acc: 0.7398, top5_acc: 0.8984, loss_cls: 1.0482, loss: 1.0482, grad_norm: 5.8246 2021-06-17 16:53:16,661 - mmaction - INFO - Epoch [30][1900/3757] lr: 1.000e-03, eta: 1 day, 2:42:29, time: 1.179, data_time: 0.281, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8906, loss_cls: 1.1720, loss: 1.1720, grad_norm: 5.7990 2021-06-17 16:53:39,555 - mmaction - INFO - Epoch [30][1920/3757] lr: 1.000e-03, eta: 1 day, 2:42:03, time: 1.151, data_time: 0.197, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8945, loss_cls: 1.0855, loss: 1.0855, grad_norm: 5.9015 2021-06-17 16:54:03,074 - mmaction - INFO - Epoch [30][1940/3757] lr: 1.000e-03, eta: 1 day, 2:41:37, time: 1.175, data_time: 0.003, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8977, loss_cls: 1.1368, loss: 1.1368, grad_norm: 5.9065 2021-06-17 16:54:25,324 - mmaction - INFO - Epoch [30][1960/3757] lr: 1.000e-03, eta: 1 day, 2:41:10, time: 1.113, data_time: 0.003, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8891, loss_cls: 1.1560, loss: 1.1560, grad_norm: 6.0672 2021-06-17 16:54:48,895 - mmaction - INFO - Epoch [30][1980/3757] lr: 1.000e-03, eta: 1 day, 2:40:44, time: 1.176, data_time: 0.045, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8961, loss_cls: 1.0869, loss: 1.0869, grad_norm: 5.8242 2021-06-17 16:55:10,734 - mmaction - INFO - Epoch [30][2000/3757] lr: 1.000e-03, eta: 1 day, 2:40:17, time: 1.095, data_time: 0.006, memory: 7080, top1_acc: 0.7320, top5_acc: 0.8961, loss_cls: 1.0794, loss: 1.0794, grad_norm: 5.5971 2021-06-17 16:55:33,109 - mmaction - INFO - Epoch [30][2020/3757] lr: 1.000e-03, eta: 1 day, 2:39:50, time: 1.119, data_time: 0.007, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8961, loss_cls: 1.0965, loss: 1.0965, grad_norm: 5.7689 2021-06-17 16:55:55,652 - mmaction - INFO - Epoch [30][2040/3757] lr: 1.000e-03, eta: 1 day, 2:39:23, time: 1.126, data_time: 0.001, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9047, loss_cls: 1.0930, loss: 1.0930, grad_norm: 6.0255 2021-06-17 16:56:18,344 - mmaction - INFO - Epoch [30][2060/3757] lr: 1.000e-03, eta: 1 day, 2:38:57, time: 1.134, data_time: 0.004, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0602, loss: 1.0602, grad_norm: 5.8123 2021-06-17 16:56:41,594 - mmaction - INFO - Epoch [30][2080/3757] lr: 1.000e-03, eta: 1 day, 2:38:31, time: 1.163, data_time: 0.003, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9008, loss_cls: 1.0878, loss: 1.0878, grad_norm: 5.8689 2021-06-17 16:57:04,218 - mmaction - INFO - Epoch [30][2100/3757] lr: 1.000e-03, eta: 1 day, 2:38:04, time: 1.131, data_time: 0.098, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8930, loss_cls: 1.1392, loss: 1.1392, grad_norm: 5.7487 2021-06-17 16:57:28,881 - mmaction - INFO - Epoch [30][2120/3757] lr: 1.000e-03, eta: 1 day, 2:37:39, time: 1.232, data_time: 0.008, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.0809, loss: 1.0809, grad_norm: 5.7764 2021-06-17 16:57:50,222 - mmaction - INFO - Epoch [30][2140/3757] lr: 1.000e-03, eta: 1 day, 2:37:11, time: 1.065, data_time: 0.011, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8961, loss_cls: 1.1326, loss: 1.1326, grad_norm: 6.0712 2021-06-17 16:58:12,514 - mmaction - INFO - Epoch [30][2160/3757] lr: 1.000e-03, eta: 1 day, 2:36:45, time: 1.118, data_time: 0.131, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8938, loss_cls: 1.1900, loss: 1.1900, grad_norm: 6.0432 2021-06-17 16:58:36,388 - mmaction - INFO - Epoch [30][2180/3757] lr: 1.000e-03, eta: 1 day, 2:36:19, time: 1.193, data_time: 0.089, memory: 7080, top1_acc: 0.6937, top5_acc: 0.8844, loss_cls: 1.1820, loss: 1.1820, grad_norm: 6.1677 2021-06-17 16:58:58,424 - mmaction - INFO - Epoch [30][2200/3757] lr: 1.000e-03, eta: 1 day, 2:35:52, time: 1.102, data_time: 0.019, memory: 7080, top1_acc: 0.7203, top5_acc: 0.9031, loss_cls: 1.1039, loss: 1.1039, grad_norm: 5.8841 2021-06-17 16:59:21,092 - mmaction - INFO - Epoch [30][2220/3757] lr: 1.000e-03, eta: 1 day, 2:35:25, time: 1.132, data_time: 0.123, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8875, loss_cls: 1.1311, loss: 1.1311, grad_norm: 5.8472 2021-06-17 16:59:45,054 - mmaction - INFO - Epoch [30][2240/3757] lr: 1.000e-03, eta: 1 day, 2:35:00, time: 1.200, data_time: 0.090, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8906, loss_cls: 1.1385, loss: 1.1385, grad_norm: 5.9235 2021-06-17 17:00:06,810 - mmaction - INFO - Epoch [30][2260/3757] lr: 1.000e-03, eta: 1 day, 2:34:33, time: 1.088, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9203, loss_cls: 1.0073, loss: 1.0073, grad_norm: 5.7508 2021-06-17 17:00:29,244 - mmaction - INFO - Epoch [30][2280/3757] lr: 1.000e-03, eta: 1 day, 2:34:06, time: 1.122, data_time: 0.102, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8945, loss_cls: 1.1427, loss: 1.1427, grad_norm: 5.9498 2021-06-17 17:00:52,189 - mmaction - INFO - Epoch [30][2300/3757] lr: 1.000e-03, eta: 1 day, 2:33:39, time: 1.146, data_time: 0.277, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8977, loss_cls: 1.0990, loss: 1.0990, grad_norm: 5.8476 2021-06-17 17:01:15,282 - mmaction - INFO - Epoch [30][2320/3757] lr: 1.000e-03, eta: 1 day, 2:33:13, time: 1.155, data_time: 0.041, memory: 7080, top1_acc: 0.7320, top5_acc: 0.8883, loss_cls: 1.0778, loss: 1.0778, grad_norm: 5.7666 2021-06-17 17:01:38,685 - mmaction - INFO - Epoch [30][2340/3757] lr: 1.000e-03, eta: 1 day, 2:32:47, time: 1.171, data_time: 0.002, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9008, loss_cls: 1.0796, loss: 1.0796, grad_norm: 5.8325 2021-06-17 17:02:02,482 - mmaction - INFO - Epoch [30][2360/3757] lr: 1.000e-03, eta: 1 day, 2:32:21, time: 1.188, data_time: 0.008, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8961, loss_cls: 1.1269, loss: 1.1269, grad_norm: 5.7455 2021-06-17 17:02:26,542 - mmaction - INFO - Epoch [30][2380/3757] lr: 1.000e-03, eta: 1 day, 2:31:56, time: 1.204, data_time: 0.003, memory: 7080, top1_acc: 0.7156, top5_acc: 0.9070, loss_cls: 1.0897, loss: 1.0897, grad_norm: 5.9608 2021-06-17 17:02:48,917 - mmaction - INFO - Epoch [30][2400/3757] lr: 1.000e-03, eta: 1 day, 2:31:29, time: 1.117, data_time: 0.003, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9008, loss_cls: 1.0659, loss: 1.0659, grad_norm: 5.9077 2021-06-17 17:03:11,652 - mmaction - INFO - Epoch [30][2420/3757] lr: 1.000e-03, eta: 1 day, 2:31:03, time: 1.135, data_time: 0.003, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8898, loss_cls: 1.1411, loss: 1.1411, grad_norm: 5.8827 2021-06-17 17:03:35,077 - mmaction - INFO - Epoch [30][2440/3757] lr: 1.000e-03, eta: 1 day, 2:30:36, time: 1.171, data_time: 0.003, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9023, loss_cls: 1.0675, loss: 1.0675, grad_norm: 5.8694 2021-06-17 17:03:57,060 - mmaction - INFO - Epoch [30][2460/3757] lr: 1.000e-03, eta: 1 day, 2:30:10, time: 1.101, data_time: 0.005, memory: 7080, top1_acc: 0.7367, top5_acc: 0.8953, loss_cls: 1.0651, loss: 1.0651, grad_norm: 5.6180 2021-06-17 17:04:18,385 - mmaction - INFO - Epoch [30][2480/3757] lr: 1.000e-03, eta: 1 day, 2:29:42, time: 1.065, data_time: 0.030, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8984, loss_cls: 1.0859, loss: 1.0859, grad_norm: 5.9123 2021-06-17 17:04:40,471 - mmaction - INFO - Epoch [30][2500/3757] lr: 1.000e-03, eta: 1 day, 2:29:15, time: 1.105, data_time: 0.046, memory: 7080, top1_acc: 0.7367, top5_acc: 0.8930, loss_cls: 1.0975, loss: 1.0975, grad_norm: 5.7573 2021-06-17 17:05:03,655 - mmaction - INFO - Epoch [30][2520/3757] lr: 1.000e-03, eta: 1 day, 2:28:49, time: 1.158, data_time: 0.136, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9000, loss_cls: 1.0259, loss: 1.0259, grad_norm: 5.6362 2021-06-17 17:05:27,497 - mmaction - INFO - Epoch [30][2540/3757] lr: 1.000e-03, eta: 1 day, 2:28:23, time: 1.193, data_time: 0.147, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9078, loss_cls: 1.0780, loss: 1.0780, grad_norm: 5.6629 2021-06-17 17:05:49,295 - mmaction - INFO - Epoch [30][2560/3757] lr: 1.000e-03, eta: 1 day, 2:27:56, time: 1.090, data_time: 0.081, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9031, loss_cls: 1.0802, loss: 1.0802, grad_norm: 5.7579 2021-06-17 17:06:11,742 - mmaction - INFO - Epoch [30][2580/3757] lr: 1.000e-03, eta: 1 day, 2:27:29, time: 1.122, data_time: 0.160, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.1969, loss: 1.1969, grad_norm: 5.9807 2021-06-17 17:06:35,340 - mmaction - INFO - Epoch [30][2600/3757] lr: 1.000e-03, eta: 1 day, 2:27:03, time: 1.180, data_time: 0.002, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8914, loss_cls: 1.0943, loss: 1.0943, grad_norm: 5.8257 2021-06-17 17:06:58,263 - mmaction - INFO - Epoch [30][2620/3757] lr: 1.000e-03, eta: 1 day, 2:26:37, time: 1.146, data_time: 0.002, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8953, loss_cls: 1.1304, loss: 1.1304, grad_norm: 5.9006 2021-06-17 17:07:20,378 - mmaction - INFO - Epoch [30][2640/3757] lr: 1.000e-03, eta: 1 day, 2:26:10, time: 1.106, data_time: 0.124, memory: 7080, top1_acc: 0.7125, top5_acc: 0.9047, loss_cls: 1.1179, loss: 1.1179, grad_norm: 6.0347 2021-06-17 17:07:43,597 - mmaction - INFO - Epoch [30][2660/3757] lr: 1.000e-03, eta: 1 day, 2:25:44, time: 1.160, data_time: 0.002, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1046, loss: 1.1046, grad_norm: 5.6421 2021-06-17 17:08:07,685 - mmaction - INFO - Epoch [30][2680/3757] lr: 1.000e-03, eta: 1 day, 2:25:19, time: 1.205, data_time: 0.002, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8859, loss_cls: 1.1577, loss: 1.1577, grad_norm: 5.9207 2021-06-17 17:08:29,172 - mmaction - INFO - Epoch [30][2700/3757] lr: 1.000e-03, eta: 1 day, 2:24:51, time: 1.073, data_time: 0.081, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8938, loss_cls: 1.1706, loss: 1.1706, grad_norm: 6.2989 2021-06-17 17:08:53,451 - mmaction - INFO - Epoch [30][2720/3757] lr: 1.000e-03, eta: 1 day, 2:24:26, time: 1.215, data_time: 0.113, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8953, loss_cls: 1.1623, loss: 1.1623, grad_norm: 6.2546 2021-06-17 17:09:15,925 - mmaction - INFO - Epoch [30][2740/3757] lr: 1.000e-03, eta: 1 day, 2:23:59, time: 1.122, data_time: 0.096, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8922, loss_cls: 1.1223, loss: 1.1223, grad_norm: 5.9053 2021-06-17 17:09:37,945 - mmaction - INFO - Epoch [30][2760/3757] lr: 1.000e-03, eta: 1 day, 2:23:32, time: 1.099, data_time: 0.182, memory: 7080, top1_acc: 0.7383, top5_acc: 0.8984, loss_cls: 1.0859, loss: 1.0859, grad_norm: 5.6901 2021-06-17 17:10:02,217 - mmaction - INFO - Epoch [30][2780/3757] lr: 1.000e-03, eta: 1 day, 2:23:07, time: 1.216, data_time: 0.414, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8953, loss_cls: 1.1127, loss: 1.1127, grad_norm: 5.9733 2021-06-17 17:10:23,927 - mmaction - INFO - Epoch [30][2800/3757] lr: 1.000e-03, eta: 1 day, 2:22:40, time: 1.083, data_time: 0.202, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8930, loss_cls: 1.1199, loss: 1.1199, grad_norm: 5.8806 2021-06-17 17:10:46,628 - mmaction - INFO - Epoch [30][2820/3757] lr: 1.000e-03, eta: 1 day, 2:22:13, time: 1.140, data_time: 0.212, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8977, loss_cls: 1.1039, loss: 1.1039, grad_norm: 5.7867 2021-06-17 17:11:09,819 - mmaction - INFO - Epoch [30][2840/3757] lr: 1.000e-03, eta: 1 day, 2:21:47, time: 1.159, data_time: 0.014, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9148, loss_cls: 0.9740, loss: 0.9740, grad_norm: 5.5732 2021-06-17 17:11:31,964 - mmaction - INFO - Epoch [30][2860/3757] lr: 1.000e-03, eta: 1 day, 2:21:20, time: 1.107, data_time: 0.003, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8914, loss_cls: 1.1449, loss: 1.1449, grad_norm: 6.0834 2021-06-17 17:11:55,124 - mmaction - INFO - Epoch [30][2880/3757] lr: 1.000e-03, eta: 1 day, 2:20:54, time: 1.158, data_time: 0.002, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8961, loss_cls: 1.1069, loss: 1.1069, grad_norm: 5.8211 2021-06-17 17:12:18,962 - mmaction - INFO - Epoch [30][2900/3757] lr: 1.000e-03, eta: 1 day, 2:20:28, time: 1.191, data_time: 0.003, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8906, loss_cls: 1.1029, loss: 1.1029, grad_norm: 5.7601 2021-06-17 17:12:43,345 - mmaction - INFO - Epoch [30][2920/3757] lr: 1.000e-03, eta: 1 day, 2:20:03, time: 1.220, data_time: 0.006, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8992, loss_cls: 1.1095, loss: 1.1095, grad_norm: 5.8724 2021-06-17 17:13:05,798 - mmaction - INFO - Epoch [30][2940/3757] lr: 1.000e-03, eta: 1 day, 2:19:36, time: 1.122, data_time: 0.002, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1521, loss: 1.1521, grad_norm: 5.9065 2021-06-17 17:13:29,039 - mmaction - INFO - Epoch [30][2960/3757] lr: 1.000e-03, eta: 1 day, 2:19:10, time: 1.162, data_time: 0.003, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8930, loss_cls: 1.1156, loss: 1.1156, grad_norm: 6.0096 2021-06-17 17:13:50,500 - mmaction - INFO - Epoch [30][2980/3757] lr: 1.000e-03, eta: 1 day, 2:18:43, time: 1.074, data_time: 0.002, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8883, loss_cls: 1.2072, loss: 1.2072, grad_norm: 6.0417 2021-06-17 17:14:12,527 - mmaction - INFO - Epoch [30][3000/3757] lr: 1.000e-03, eta: 1 day, 2:18:16, time: 1.100, data_time: 0.001, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.0675, loss: 1.0675, grad_norm: 5.9817 2021-06-17 17:14:34,816 - mmaction - INFO - Epoch [30][3020/3757] lr: 1.000e-03, eta: 1 day, 2:17:49, time: 1.115, data_time: 0.003, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.2016, loss: 1.2016, grad_norm: 5.9943 2021-06-17 17:14:57,067 - mmaction - INFO - Epoch [30][3040/3757] lr: 1.000e-03, eta: 1 day, 2:17:22, time: 1.111, data_time: 0.002, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8930, loss_cls: 1.0964, loss: 1.0964, grad_norm: 5.9212 2021-06-17 17:15:20,373 - mmaction - INFO - Epoch [30][3060/3757] lr: 1.000e-03, eta: 1 day, 2:16:56, time: 1.167, data_time: 0.061, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.0958, loss: 1.0958, grad_norm: 5.7946 2021-06-17 17:15:43,131 - mmaction - INFO - Epoch [30][3080/3757] lr: 1.000e-03, eta: 1 day, 2:16:30, time: 1.138, data_time: 0.104, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8906, loss_cls: 1.0939, loss: 1.0939, grad_norm: 5.7910 2021-06-17 17:16:07,404 - mmaction - INFO - Epoch [30][3100/3757] lr: 1.000e-03, eta: 1 day, 2:16:04, time: 1.213, data_time: 0.143, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9016, loss_cls: 1.0771, loss: 1.0771, grad_norm: 5.7448 2021-06-17 17:16:29,822 - mmaction - INFO - Epoch [30][3120/3757] lr: 1.000e-03, eta: 1 day, 2:15:38, time: 1.118, data_time: 0.023, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9047, loss_cls: 1.0940, loss: 1.0940, grad_norm: 5.7066 2021-06-17 17:16:52,516 - mmaction - INFO - Epoch [30][3140/3757] lr: 1.000e-03, eta: 1 day, 2:15:11, time: 1.138, data_time: 0.077, memory: 7080, top1_acc: 0.7117, top5_acc: 0.9055, loss_cls: 1.1269, loss: 1.1269, grad_norm: 5.9072 2021-06-17 17:17:14,956 - mmaction - INFO - Epoch [30][3160/3757] lr: 1.000e-03, eta: 1 day, 2:14:45, time: 1.122, data_time: 0.092, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9016, loss_cls: 1.0870, loss: 1.0870, grad_norm: 5.9526 2021-06-17 17:17:37,239 - mmaction - INFO - Epoch [30][3180/3757] lr: 1.000e-03, eta: 1 day, 2:14:18, time: 1.114, data_time: 0.323, memory: 7080, top1_acc: 0.7102, top5_acc: 0.9047, loss_cls: 1.0671, loss: 1.0671, grad_norm: 5.8846 2021-06-17 17:18:00,552 - mmaction - INFO - Epoch [30][3200/3757] lr: 1.000e-03, eta: 1 day, 2:13:52, time: 1.165, data_time: 0.324, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8742, loss_cls: 1.1944, loss: 1.1944, grad_norm: 5.8745 2021-06-17 17:18:23,066 - mmaction - INFO - Epoch [30][3220/3757] lr: 1.000e-03, eta: 1 day, 2:13:25, time: 1.125, data_time: 0.203, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1653, loss: 1.1653, grad_norm: 5.7617 2021-06-17 17:18:45,261 - mmaction - INFO - Epoch [30][3240/3757] lr: 1.000e-03, eta: 1 day, 2:12:58, time: 1.112, data_time: 0.221, memory: 7080, top1_acc: 0.6961, top5_acc: 0.8930, loss_cls: 1.1647, loss: 1.1647, grad_norm: 6.0135 2021-06-17 17:19:07,545 - mmaction - INFO - Epoch [30][3260/3757] lr: 1.000e-03, eta: 1 day, 2:12:32, time: 1.113, data_time: 0.269, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9102, loss_cls: 1.1011, loss: 1.1011, grad_norm: 5.8173 2021-06-17 17:19:30,264 - mmaction - INFO - Epoch [30][3280/3757] lr: 1.000e-03, eta: 1 day, 2:12:05, time: 1.137, data_time: 0.234, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8859, loss_cls: 1.1885, loss: 1.1885, grad_norm: 6.0676 2021-06-17 17:19:53,486 - mmaction - INFO - Epoch [30][3300/3757] lr: 1.000e-03, eta: 1 day, 2:11:39, time: 1.161, data_time: 0.074, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8953, loss_cls: 1.1134, loss: 1.1134, grad_norm: 5.8402 2021-06-17 17:20:15,800 - mmaction - INFO - Epoch [30][3320/3757] lr: 1.000e-03, eta: 1 day, 2:11:12, time: 1.116, data_time: 0.047, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8914, loss_cls: 1.0818, loss: 1.0818, grad_norm: 5.7942 2021-06-17 17:20:39,614 - mmaction - INFO - Epoch [30][3340/3757] lr: 1.000e-03, eta: 1 day, 2:10:47, time: 1.191, data_time: 0.120, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8969, loss_cls: 1.1423, loss: 1.1423, grad_norm: 5.7884 2021-06-17 17:21:01,933 - mmaction - INFO - Epoch [30][3360/3757] lr: 1.000e-03, eta: 1 day, 2:10:20, time: 1.115, data_time: 0.001, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8977, loss_cls: 1.1534, loss: 1.1534, grad_norm: 6.0983 2021-06-17 17:21:25,127 - mmaction - INFO - Epoch [30][3380/3757] lr: 1.000e-03, eta: 1 day, 2:09:54, time: 1.160, data_time: 0.002, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9055, loss_cls: 1.0744, loss: 1.0744, grad_norm: 5.7044 2021-06-17 17:21:45,565 - mmaction - INFO - Epoch [30][3400/3757] lr: 1.000e-03, eta: 1 day, 2:09:26, time: 1.022, data_time: 0.002, memory: 7080, top1_acc: 0.7148, top5_acc: 0.9016, loss_cls: 1.0918, loss: 1.0918, grad_norm: 5.9706 2021-06-17 17:22:08,701 - mmaction - INFO - Epoch [30][3420/3757] lr: 1.000e-03, eta: 1 day, 2:09:00, time: 1.157, data_time: 0.002, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9039, loss_cls: 1.0720, loss: 1.0720, grad_norm: 5.7658 2021-06-17 17:22:31,020 - mmaction - INFO - Epoch [30][3440/3757] lr: 1.000e-03, eta: 1 day, 2:08:33, time: 1.115, data_time: 0.218, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8945, loss_cls: 1.1051, loss: 1.1051, grad_norm: 5.9155 2021-06-17 17:22:53,984 - mmaction - INFO - Epoch [30][3460/3757] lr: 1.000e-03, eta: 1 day, 2:08:07, time: 1.149, data_time: 0.454, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8984, loss_cls: 1.1334, loss: 1.1334, grad_norm: 6.0165 2021-06-17 17:23:16,198 - mmaction - INFO - Epoch [30][3480/3757] lr: 1.000e-03, eta: 1 day, 2:07:40, time: 1.109, data_time: 0.033, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9070, loss_cls: 1.0706, loss: 1.0706, grad_norm: 5.7554 2021-06-17 17:23:39,941 - mmaction - INFO - Epoch [30][3500/3757] lr: 1.000e-03, eta: 1 day, 2:07:14, time: 1.188, data_time: 0.044, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1664, loss: 1.1664, grad_norm: 6.0567 2021-06-17 17:24:01,909 - mmaction - INFO - Epoch [30][3520/3757] lr: 1.000e-03, eta: 1 day, 2:06:47, time: 1.096, data_time: 0.011, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8914, loss_cls: 1.1692, loss: 1.1692, grad_norm: 6.0332 2021-06-17 17:24:25,563 - mmaction - INFO - Epoch [30][3540/3757] lr: 1.000e-03, eta: 1 day, 2:06:21, time: 1.185, data_time: 0.096, memory: 7080, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2150, loss: 1.2150, grad_norm: 6.1865 2021-06-17 17:24:48,455 - mmaction - INFO - Epoch [30][3560/3757] lr: 1.000e-03, eta: 1 day, 2:05:55, time: 1.144, data_time: 0.102, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8922, loss_cls: 1.0756, loss: 1.0756, grad_norm: 5.6679 2021-06-17 17:25:11,083 - mmaction - INFO - Epoch [30][3580/3757] lr: 1.000e-03, eta: 1 day, 2:05:29, time: 1.133, data_time: 0.027, memory: 7080, top1_acc: 0.7133, top5_acc: 0.9039, loss_cls: 1.0941, loss: 1.0941, grad_norm: 5.9587 2021-06-17 17:25:34,524 - mmaction - INFO - Epoch [30][3600/3757] lr: 1.000e-03, eta: 1 day, 2:05:03, time: 1.171, data_time: 0.176, memory: 7080, top1_acc: 0.7359, top5_acc: 0.8961, loss_cls: 1.1028, loss: 1.1028, grad_norm: 5.7472 2021-06-17 17:25:56,911 - mmaction - INFO - Epoch [30][3620/3757] lr: 1.000e-03, eta: 1 day, 2:04:36, time: 1.120, data_time: 0.042, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1215, loss: 1.1215, grad_norm: 5.7762 2021-06-17 17:26:19,634 - mmaction - INFO - Epoch [30][3640/3757] lr: 1.000e-03, eta: 1 day, 2:04:10, time: 1.137, data_time: 0.117, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8984, loss_cls: 1.1403, loss: 1.1403, grad_norm: 6.0353 2021-06-17 17:26:42,011 - mmaction - INFO - Epoch [30][3660/3757] lr: 1.000e-03, eta: 1 day, 2:03:43, time: 1.119, data_time: 0.358, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8906, loss_cls: 1.1426, loss: 1.1426, grad_norm: 5.8544 2021-06-17 17:27:04,985 - mmaction - INFO - Epoch [30][3680/3757] lr: 1.000e-03, eta: 1 day, 2:03:17, time: 1.148, data_time: 0.064, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8875, loss_cls: 1.1587, loss: 1.1587, grad_norm: 5.9372 2021-06-17 17:27:26,939 - mmaction - INFO - Epoch [30][3700/3757] lr: 1.000e-03, eta: 1 day, 2:02:50, time: 1.097, data_time: 0.040, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8898, loss_cls: 1.1349, loss: 1.1349, grad_norm: 6.0526 2021-06-17 17:27:49,964 - mmaction - INFO - Epoch [30][3720/3757] lr: 1.000e-03, eta: 1 day, 2:02:23, time: 1.152, data_time: 0.003, memory: 7080, top1_acc: 0.7141, top5_acc: 0.9000, loss_cls: 1.1420, loss: 1.1420, grad_norm: 6.0144 2021-06-17 17:28:13,015 - mmaction - INFO - Epoch [30][3740/3757] lr: 1.000e-03, eta: 1 day, 2:01:57, time: 1.151, data_time: 0.006, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8938, loss_cls: 1.1810, loss: 1.1810, grad_norm: 6.0203 2021-06-17 17:28:36,369 - mmaction - INFO - Saving checkpoint at 30 epochs 2021-06-17 17:36:17,973 - mmaction - INFO - Epoch [31][20/3757] lr: 1.000e-03, eta: 1 day, 2:05:47, time: 23.034, data_time: 22.003, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8945, loss_cls: 1.1302, loss: 1.1302, grad_norm: 5.9127 2021-06-17 17:36:40,673 - mmaction - INFO - Epoch [31][40/3757] lr: 1.000e-03, eta: 1 day, 2:05:21, time: 1.134, data_time: 0.014, memory: 7080, top1_acc: 0.7344, top5_acc: 0.8938, loss_cls: 1.0896, loss: 1.0896, grad_norm: 5.6990 2021-06-17 17:37:03,697 - mmaction - INFO - Epoch [31][60/3757] lr: 1.000e-03, eta: 1 day, 2:04:54, time: 1.149, data_time: 0.160, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8969, loss_cls: 1.1162, loss: 1.1162, grad_norm: 5.9715 2021-06-17 17:37:26,447 - mmaction - INFO - Epoch [31][80/3757] lr: 1.000e-03, eta: 1 day, 2:04:28, time: 1.141, data_time: 0.139, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8898, loss_cls: 1.1689, loss: 1.1689, grad_norm: 5.9505 2021-06-17 17:37:48,971 - mmaction - INFO - Epoch [31][100/3757] lr: 1.000e-03, eta: 1 day, 2:04:01, time: 1.126, data_time: 0.259, memory: 7080, top1_acc: 0.7219, top5_acc: 0.9039, loss_cls: 1.1032, loss: 1.1032, grad_norm: 5.9251 2021-06-17 17:38:12,126 - mmaction - INFO - Epoch [31][120/3757] lr: 1.000e-03, eta: 1 day, 2:03:35, time: 1.157, data_time: 0.237, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8969, loss_cls: 1.1323, loss: 1.1323, grad_norm: 5.9795 2021-06-17 17:38:34,993 - mmaction - INFO - Epoch [31][140/3757] lr: 1.000e-03, eta: 1 day, 2:03:09, time: 1.141, data_time: 0.095, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8992, loss_cls: 1.0924, loss: 1.0924, grad_norm: 5.7810 2021-06-17 17:38:57,549 - mmaction - INFO - Epoch [31][160/3757] lr: 1.000e-03, eta: 1 day, 2:02:42, time: 1.131, data_time: 0.238, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8891, loss_cls: 1.1747, loss: 1.1747, grad_norm: 5.9378 2021-06-17 17:39:19,904 - mmaction - INFO - Epoch [31][180/3757] lr: 1.000e-03, eta: 1 day, 2:02:15, time: 1.117, data_time: 0.272, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9008, loss_cls: 1.1135, loss: 1.1135, grad_norm: 5.9558 2021-06-17 17:39:42,605 - mmaction - INFO - Epoch [31][200/3757] lr: 1.000e-03, eta: 1 day, 2:01:49, time: 1.136, data_time: 0.029, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.1053, loss: 1.1053, grad_norm: 5.7578 2021-06-17 17:40:04,657 - mmaction - INFO - Epoch [31][220/3757] lr: 1.000e-03, eta: 1 day, 2:01:22, time: 1.102, data_time: 0.170, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9055, loss_cls: 1.0307, loss: 1.0307, grad_norm: 5.6310 2021-06-17 17:40:27,753 - mmaction - INFO - Epoch [31][240/3757] lr: 1.000e-03, eta: 1 day, 2:00:55, time: 1.152, data_time: 0.055, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8969, loss_cls: 1.1033, loss: 1.1033, grad_norm: 5.8202 2021-06-17 17:40:50,214 - mmaction - INFO - Epoch [31][260/3757] lr: 1.000e-03, eta: 1 day, 2:00:29, time: 1.126, data_time: 0.038, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8945, loss_cls: 1.1612, loss: 1.1612, grad_norm: 6.2437 2021-06-17 17:41:12,783 - mmaction - INFO - Epoch [31][280/3757] lr: 1.000e-03, eta: 1 day, 2:00:02, time: 1.127, data_time: 0.131, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8945, loss_cls: 1.0734, loss: 1.0734, grad_norm: 5.7663 2021-06-17 17:41:35,136 - mmaction - INFO - Epoch [31][300/3757] lr: 1.000e-03, eta: 1 day, 1:59:35, time: 1.119, data_time: 0.032, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9047, loss_cls: 1.0724, loss: 1.0724, grad_norm: 5.9336 2021-06-17 17:41:57,068 - mmaction - INFO - Epoch [31][320/3757] lr: 1.000e-03, eta: 1 day, 1:59:08, time: 1.097, data_time: 0.195, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8984, loss_cls: 1.1216, loss: 1.1216, grad_norm: 5.9089 2021-06-17 17:42:20,644 - mmaction - INFO - Epoch [31][340/3757] lr: 1.000e-03, eta: 1 day, 1:58:42, time: 1.179, data_time: 0.067, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8953, loss_cls: 1.0677, loss: 1.0677, grad_norm: 5.8836 2021-06-17 17:42:43,854 - mmaction - INFO - Epoch [31][360/3757] lr: 1.000e-03, eta: 1 day, 1:58:16, time: 1.160, data_time: 0.097, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.0582, loss: 1.0582, grad_norm: 5.7405 2021-06-17 17:43:06,694 - mmaction - INFO - Epoch [31][380/3757] lr: 1.000e-03, eta: 1 day, 1:57:50, time: 1.142, data_time: 0.136, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8938, loss_cls: 1.0946, loss: 1.0946, grad_norm: 5.7937 2021-06-17 17:43:29,322 - mmaction - INFO - Epoch [31][400/3757] lr: 1.000e-03, eta: 1 day, 1:57:23, time: 1.130, data_time: 0.021, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8945, loss_cls: 1.1066, loss: 1.1066, grad_norm: 5.9823 2021-06-17 17:43:53,821 - mmaction - INFO - Epoch [31][420/3757] lr: 1.000e-03, eta: 1 day, 1:56:58, time: 1.224, data_time: 0.013, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9102, loss_cls: 1.0589, loss: 1.0589, grad_norm: 5.9365 2021-06-17 17:44:16,360 - mmaction - INFO - Epoch [31][440/3757] lr: 1.000e-03, eta: 1 day, 1:56:31, time: 1.129, data_time: 0.005, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9031, loss_cls: 1.0851, loss: 1.0851, grad_norm: 5.7908 2021-06-17 17:44:38,464 - mmaction - INFO - Epoch [31][460/3757] lr: 1.000e-03, eta: 1 day, 1:56:04, time: 1.105, data_time: 0.002, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8922, loss_cls: 1.1076, loss: 1.1076, grad_norm: 5.8306 2021-06-17 17:45:01,544 - mmaction - INFO - Epoch [31][480/3757] lr: 1.000e-03, eta: 1 day, 1:55:38, time: 1.154, data_time: 0.001, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8898, loss_cls: 1.0919, loss: 1.0919, grad_norm: 5.6674 2021-06-17 17:45:24,130 - mmaction - INFO - Epoch [31][500/3757] lr: 1.000e-03, eta: 1 day, 1:55:11, time: 1.129, data_time: 0.017, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8961, loss_cls: 1.0989, loss: 1.0989, grad_norm: 5.7920 2021-06-17 17:45:46,743 - mmaction - INFO - Epoch [31][520/3757] lr: 1.000e-03, eta: 1 day, 1:54:45, time: 1.130, data_time: 0.003, memory: 7080, top1_acc: 0.7180, top5_acc: 0.9023, loss_cls: 1.1097, loss: 1.1097, grad_norm: 6.0349 2021-06-17 17:46:08,667 - mmaction - INFO - Epoch [31][540/3757] lr: 1.000e-03, eta: 1 day, 1:54:18, time: 1.093, data_time: 0.002, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9094, loss_cls: 1.0286, loss: 1.0286, grad_norm: 5.7739 2021-06-17 17:46:32,157 - mmaction - INFO - Epoch [31][560/3757] lr: 1.000e-03, eta: 1 day, 1:53:52, time: 1.177, data_time: 0.067, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8984, loss_cls: 1.0937, loss: 1.0937, grad_norm: 5.9553 2021-06-17 17:46:54,757 - mmaction - INFO - Epoch [31][580/3757] lr: 1.000e-03, eta: 1 day, 1:53:25, time: 1.129, data_time: 0.002, memory: 7080, top1_acc: 0.7031, top5_acc: 0.9016, loss_cls: 1.1153, loss: 1.1153, grad_norm: 5.9637 2021-06-17 17:47:17,926 - mmaction - INFO - Epoch [31][600/3757] lr: 1.000e-03, eta: 1 day, 1:52:59, time: 1.160, data_time: 0.004, memory: 7080, top1_acc: 0.7203, top5_acc: 0.9078, loss_cls: 1.0903, loss: 1.0903, grad_norm: 6.0917 2021-06-17 17:47:41,010 - mmaction - INFO - Epoch [31][620/3757] lr: 1.000e-03, eta: 1 day, 1:52:33, time: 1.154, data_time: 0.002, memory: 7080, top1_acc: 0.7141, top5_acc: 0.9023, loss_cls: 1.1097, loss: 1.1097, grad_norm: 5.8072 2021-06-17 17:48:04,505 - mmaction - INFO - Epoch [31][640/3757] lr: 1.000e-03, eta: 1 day, 1:52:07, time: 1.176, data_time: 0.021, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9000, loss_cls: 1.1018, loss: 1.1018, grad_norm: 5.9582 2021-06-17 17:48:27,612 - mmaction - INFO - Epoch [31][660/3757] lr: 1.000e-03, eta: 1 day, 1:51:40, time: 1.155, data_time: 0.002, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8891, loss_cls: 1.1402, loss: 1.1402, grad_norm: 6.1690 2021-06-17 17:48:49,997 - mmaction - INFO - Epoch [31][680/3757] lr: 1.000e-03, eta: 1 day, 1:51:14, time: 1.119, data_time: 0.013, memory: 7080, top1_acc: 0.7117, top5_acc: 0.9031, loss_cls: 1.0810, loss: 1.0810, grad_norm: 5.8109 2021-06-17 17:49:11,574 - mmaction - INFO - Epoch [31][700/3757] lr: 1.000e-03, eta: 1 day, 1:50:46, time: 1.079, data_time: 0.043, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8938, loss_cls: 1.1267, loss: 1.1267, grad_norm: 6.0186 2021-06-17 17:49:34,489 - mmaction - INFO - Epoch [31][720/3757] lr: 1.000e-03, eta: 1 day, 1:50:20, time: 1.145, data_time: 0.033, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.0926, loss: 1.0926, grad_norm: 5.8202 2021-06-17 17:49:58,018 - mmaction - INFO - Epoch [31][740/3757] lr: 1.000e-03, eta: 1 day, 1:49:54, time: 1.177, data_time: 0.125, memory: 7080, top1_acc: 0.7383, top5_acc: 0.8914, loss_cls: 1.0443, loss: 1.0443, grad_norm: 5.8222 2021-06-17 17:50:20,557 - mmaction - INFO - Epoch [31][760/3757] lr: 1.000e-03, eta: 1 day, 1:49:28, time: 1.126, data_time: 0.004, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9055, loss_cls: 1.0571, loss: 1.0571, grad_norm: 5.7486 2021-06-17 17:50:44,022 - mmaction - INFO - Epoch [31][780/3757] lr: 1.000e-03, eta: 1 day, 1:49:02, time: 1.174, data_time: 0.011, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8945, loss_cls: 1.0779, loss: 1.0779, grad_norm: 5.8702 2021-06-17 17:51:07,288 - mmaction - INFO - Epoch [31][800/3757] lr: 1.000e-03, eta: 1 day, 1:48:35, time: 1.162, data_time: 0.002, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8914, loss_cls: 1.1255, loss: 1.1255, grad_norm: 5.8496 2021-06-17 17:51:30,809 - mmaction - INFO - Epoch [31][820/3757] lr: 1.000e-03, eta: 1 day, 1:48:09, time: 1.177, data_time: 0.004, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8930, loss_cls: 1.1337, loss: 1.1337, grad_norm: 6.1730 2021-06-17 17:51:53,129 - mmaction - INFO - Epoch [31][840/3757] lr: 1.000e-03, eta: 1 day, 1:47:43, time: 1.115, data_time: 0.002, memory: 7080, top1_acc: 0.6844, top5_acc: 0.8719, loss_cls: 1.1949, loss: 1.1949, grad_norm: 6.2204 2021-06-17 17:52:14,783 - mmaction - INFO - Epoch [31][860/3757] lr: 1.000e-03, eta: 1 day, 1:47:15, time: 1.082, data_time: 0.003, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1379, loss: 1.1379, grad_norm: 5.9794 2021-06-17 17:52:37,006 - mmaction - INFO - Epoch [31][880/3757] lr: 1.000e-03, eta: 1 day, 1:46:49, time: 1.112, data_time: 0.003, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8883, loss_cls: 1.1276, loss: 1.1276, grad_norm: 6.0063 2021-06-17 17:53:00,320 - mmaction - INFO - Epoch [31][900/3757] lr: 1.000e-03, eta: 1 day, 1:46:23, time: 1.166, data_time: 0.023, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9047, loss_cls: 1.0538, loss: 1.0538, grad_norm: 5.8623 2021-06-17 17:53:24,475 - mmaction - INFO - Epoch [31][920/3757] lr: 1.000e-03, eta: 1 day, 1:45:57, time: 1.207, data_time: 0.004, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9172, loss_cls: 1.0235, loss: 1.0235, grad_norm: 5.8377 2021-06-17 17:53:47,073 - mmaction - INFO - Epoch [31][940/3757] lr: 1.000e-03, eta: 1 day, 1:45:30, time: 1.130, data_time: 0.003, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8984, loss_cls: 1.0817, loss: 1.0817, grad_norm: 5.8175 2021-06-17 17:54:09,898 - mmaction - INFO - Epoch [31][960/3757] lr: 1.000e-03, eta: 1 day, 1:45:04, time: 1.142, data_time: 0.076, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9016, loss_cls: 1.0615, loss: 1.0615, grad_norm: 5.8322 2021-06-17 17:54:31,918 - mmaction - INFO - Epoch [31][980/3757] lr: 1.000e-03, eta: 1 day, 1:44:37, time: 1.098, data_time: 0.276, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8945, loss_cls: 1.1170, loss: 1.1170, grad_norm: 5.7568 2021-06-17 17:54:54,619 - mmaction - INFO - Epoch [31][1000/3757] lr: 1.000e-03, eta: 1 day, 1:44:11, time: 1.138, data_time: 0.205, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9008, loss_cls: 1.0459, loss: 1.0459, grad_norm: 5.7978 2021-06-17 17:55:17,852 - mmaction - INFO - Epoch [31][1020/3757] lr: 1.000e-03, eta: 1 day, 1:43:44, time: 1.161, data_time: 0.296, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8891, loss_cls: 1.1139, loss: 1.1139, grad_norm: 5.8715 2021-06-17 17:55:39,994 - mmaction - INFO - Epoch [31][1040/3757] lr: 1.000e-03, eta: 1 day, 1:43:18, time: 1.109, data_time: 0.239, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9008, loss_cls: 1.1043, loss: 1.1043, grad_norm: 6.0218 2021-06-17 17:56:01,411 - mmaction - INFO - Epoch [31][1060/3757] lr: 1.000e-03, eta: 1 day, 1:42:50, time: 1.067, data_time: 0.310, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8961, loss_cls: 1.1291, loss: 1.1291, grad_norm: 5.9642 2021-06-17 17:56:24,867 - mmaction - INFO - Epoch [31][1080/3757] lr: 1.000e-03, eta: 1 day, 1:42:24, time: 1.177, data_time: 0.111, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8992, loss_cls: 1.0932, loss: 1.0932, grad_norm: 5.9365 2021-06-17 17:56:48,226 - mmaction - INFO - Epoch [31][1100/3757] lr: 1.000e-03, eta: 1 day, 1:41:58, time: 1.167, data_time: 0.002, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8961, loss_cls: 1.1389, loss: 1.1389, grad_norm: 5.8285 2021-06-17 17:57:10,563 - mmaction - INFO - Epoch [31][1120/3757] lr: 1.000e-03, eta: 1 day, 1:41:31, time: 1.112, data_time: 0.004, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1235, loss: 1.1235, grad_norm: 6.0904 2021-06-17 17:57:33,027 - mmaction - INFO - Epoch [31][1140/3757] lr: 1.000e-03, eta: 1 day, 1:41:05, time: 1.129, data_time: 0.009, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9016, loss_cls: 1.0714, loss: 1.0714, grad_norm: 5.9088 2021-06-17 17:57:55,852 - mmaction - INFO - Epoch [31][1160/3757] lr: 1.000e-03, eta: 1 day, 1:40:39, time: 1.141, data_time: 0.001, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8914, loss_cls: 1.1473, loss: 1.1473, grad_norm: 5.9229 2021-06-17 17:58:18,181 - mmaction - INFO - Epoch [31][1180/3757] lr: 1.000e-03, eta: 1 day, 1:40:12, time: 1.113, data_time: 0.017, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8852, loss_cls: 1.1529, loss: 1.1529, grad_norm: 5.8795 2021-06-17 17:58:40,770 - mmaction - INFO - Epoch [31][1200/3757] lr: 1.000e-03, eta: 1 day, 1:39:45, time: 1.132, data_time: 0.098, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9047, loss_cls: 1.0512, loss: 1.0512, grad_norm: 5.8622 2021-06-17 17:59:05,498 - mmaction - INFO - Epoch [31][1220/3757] lr: 1.000e-03, eta: 1 day, 1:39:20, time: 1.237, data_time: 0.171, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8984, loss_cls: 1.1041, loss: 1.1041, grad_norm: 6.0305 2021-06-17 17:59:27,199 - mmaction - INFO - Epoch [31][1240/3757] lr: 1.000e-03, eta: 1 day, 1:38:53, time: 1.085, data_time: 0.103, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9000, loss_cls: 1.0685, loss: 1.0685, grad_norm: 5.9519 2021-06-17 17:59:51,011 - mmaction - INFO - Epoch [31][1260/3757] lr: 1.000e-03, eta: 1 day, 1:38:27, time: 1.190, data_time: 0.131, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8953, loss_cls: 1.0602, loss: 1.0602, grad_norm: 5.8263 2021-06-17 18:00:18,188 - mmaction - INFO - Epoch [31][1280/3757] lr: 1.000e-03, eta: 1 day, 1:38:04, time: 1.353, data_time: 0.022, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8883, loss_cls: 1.1389, loss: 1.1389, grad_norm: 6.0146 2021-06-17 18:00:41,017 - mmaction - INFO - Epoch [31][1300/3757] lr: 1.000e-03, eta: 1 day, 1:37:37, time: 1.147, data_time: 0.084, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9133, loss_cls: 1.0387, loss: 1.0387, grad_norm: 5.6808 2021-06-17 18:01:04,278 - mmaction - INFO - Epoch [31][1320/3757] lr: 1.000e-03, eta: 1 day, 1:37:11, time: 1.163, data_time: 0.063, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9094, loss_cls: 1.0053, loss: 1.0053, grad_norm: 5.6743 2021-06-17 18:01:27,058 - mmaction - INFO - Epoch [31][1340/3757] lr: 1.000e-03, eta: 1 day, 1:36:45, time: 1.139, data_time: 0.107, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8930, loss_cls: 1.1091, loss: 1.1091, grad_norm: 5.9711 2021-06-17 18:01:50,492 - mmaction - INFO - Epoch [31][1360/3757] lr: 1.000e-03, eta: 1 day, 1:36:19, time: 1.171, data_time: 0.283, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9086, loss_cls: 1.0846, loss: 1.0846, grad_norm: 5.7399 2021-06-17 18:02:13,031 - mmaction - INFO - Epoch [31][1380/3757] lr: 1.000e-03, eta: 1 day, 1:35:52, time: 1.123, data_time: 0.008, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8977, loss_cls: 1.1284, loss: 1.1284, grad_norm: 5.9007 2021-06-17 18:02:35,728 - mmaction - INFO - Epoch [31][1400/3757] lr: 1.000e-03, eta: 1 day, 1:35:26, time: 1.138, data_time: 0.139, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1415, loss: 1.1415, grad_norm: 5.9541 2021-06-17 18:03:00,446 - mmaction - INFO - Epoch [31][1420/3757] lr: 1.000e-03, eta: 1 day, 1:35:01, time: 1.236, data_time: 0.034, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1826, loss: 1.1826, grad_norm: 6.1585 2021-06-17 18:03:22,113 - mmaction - INFO - Epoch [31][1440/3757] lr: 1.000e-03, eta: 1 day, 1:34:33, time: 1.084, data_time: 0.166, memory: 7080, top1_acc: 0.6984, top5_acc: 0.9000, loss_cls: 1.1249, loss: 1.1249, grad_norm: 5.8810 2021-06-17 18:03:44,020 - mmaction - INFO - Epoch [31][1460/3757] lr: 1.000e-03, eta: 1 day, 1:34:06, time: 1.096, data_time: 0.272, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8961, loss_cls: 1.0723, loss: 1.0723, grad_norm: 5.9508 2021-06-17 18:04:07,069 - mmaction - INFO - Epoch [31][1480/3757] lr: 1.000e-03, eta: 1 day, 1:33:40, time: 1.152, data_time: 0.229, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8953, loss_cls: 1.0786, loss: 1.0786, grad_norm: 5.8468 2021-06-17 18:04:29,937 - mmaction - INFO - Epoch [31][1500/3757] lr: 1.000e-03, eta: 1 day, 1:33:14, time: 1.144, data_time: 0.017, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9023, loss_cls: 1.0491, loss: 1.0491, grad_norm: 5.9204 2021-06-17 18:04:51,823 - mmaction - INFO - Epoch [31][1520/3757] lr: 1.000e-03, eta: 1 day, 1:32:47, time: 1.094, data_time: 0.106, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8969, loss_cls: 1.0954, loss: 1.0954, grad_norm: 5.9312 2021-06-17 18:05:16,770 - mmaction - INFO - Epoch [31][1540/3757] lr: 1.000e-03, eta: 1 day, 1:32:22, time: 1.246, data_time: 0.169, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8977, loss_cls: 1.0486, loss: 1.0486, grad_norm: 5.7153 2021-06-17 18:05:38,459 - mmaction - INFO - Epoch [31][1560/3757] lr: 1.000e-03, eta: 1 day, 1:31:55, time: 1.086, data_time: 0.004, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9000, loss_cls: 1.1030, loss: 1.1030, grad_norm: 5.8012 2021-06-17 18:06:00,740 - mmaction - INFO - Epoch [31][1580/3757] lr: 1.000e-03, eta: 1 day, 1:31:28, time: 1.114, data_time: 0.168, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9016, loss_cls: 1.0929, loss: 1.0929, grad_norm: 6.1334 2021-06-17 18:06:23,294 - mmaction - INFO - Epoch [31][1600/3757] lr: 1.000e-03, eta: 1 day, 1:31:01, time: 1.128, data_time: 0.118, memory: 7080, top1_acc: 0.7039, top5_acc: 0.9008, loss_cls: 1.1545, loss: 1.1545, grad_norm: 5.8790 2021-06-17 18:06:45,774 - mmaction - INFO - Epoch [31][1620/3757] lr: 1.000e-03, eta: 1 day, 1:30:35, time: 1.124, data_time: 0.285, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1215, loss: 1.1215, grad_norm: 6.0273 2021-06-17 18:07:08,852 - mmaction - INFO - Epoch [31][1640/3757] lr: 1.000e-03, eta: 1 day, 1:30:09, time: 1.153, data_time: 0.089, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1299, loss: 1.1299, grad_norm: 5.9081 2021-06-17 18:07:32,083 - mmaction - INFO - Epoch [31][1660/3757] lr: 1.000e-03, eta: 1 day, 1:29:43, time: 1.158, data_time: 0.006, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9102, loss_cls: 1.0177, loss: 1.0177, grad_norm: 5.5538 2021-06-17 18:07:55,095 - mmaction - INFO - Epoch [31][1680/3757] lr: 1.000e-03, eta: 1 day, 1:29:16, time: 1.155, data_time: 0.008, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.1229, loss: 1.1229, grad_norm: 5.9563 2021-06-17 18:08:18,550 - mmaction - INFO - Epoch [31][1700/3757] lr: 1.000e-03, eta: 1 day, 1:28:50, time: 1.173, data_time: 0.004, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8992, loss_cls: 1.0615, loss: 1.0615, grad_norm: 5.8180 2021-06-17 18:08:40,609 - mmaction - INFO - Epoch [31][1720/3757] lr: 1.000e-03, eta: 1 day, 1:28:24, time: 1.103, data_time: 0.001, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8953, loss_cls: 1.1600, loss: 1.1600, grad_norm: 5.9458 2021-06-17 18:09:01,952 - mmaction - INFO - Epoch [31][1740/3757] lr: 1.000e-03, eta: 1 day, 1:27:56, time: 1.066, data_time: 0.003, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.1489, loss: 1.1489, grad_norm: 6.1262 2021-06-17 18:09:25,088 - mmaction - INFO - Epoch [31][1760/3757] lr: 1.000e-03, eta: 1 day, 1:27:30, time: 1.157, data_time: 0.044, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8922, loss_cls: 1.1607, loss: 1.1607, grad_norm: 6.0715 2021-06-17 18:09:47,869 - mmaction - INFO - Epoch [31][1780/3757] lr: 1.000e-03, eta: 1 day, 1:27:04, time: 1.139, data_time: 0.146, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9062, loss_cls: 1.0905, loss: 1.0905, grad_norm: 5.9379 2021-06-17 18:10:11,907 - mmaction - INFO - Epoch [31][1800/3757] lr: 1.000e-03, eta: 1 day, 1:26:38, time: 1.200, data_time: 0.019, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9117, loss_cls: 0.9465, loss: 0.9465, grad_norm: 5.5226 2021-06-17 18:10:33,815 - mmaction - INFO - Epoch [31][1820/3757] lr: 1.000e-03, eta: 1 day, 1:26:11, time: 1.096, data_time: 0.017, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8984, loss_cls: 1.1231, loss: 1.1231, grad_norm: 6.0176 2021-06-17 18:10:56,742 - mmaction - INFO - Epoch [31][1840/3757] lr: 1.000e-03, eta: 1 day, 1:25:45, time: 1.148, data_time: 0.147, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9055, loss_cls: 1.0800, loss: 1.0800, grad_norm: 5.9209 2021-06-17 18:11:21,270 - mmaction - INFO - Epoch [31][1860/3757] lr: 1.000e-03, eta: 1 day, 1:25:20, time: 1.225, data_time: 0.019, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9008, loss_cls: 1.0665, loss: 1.0665, grad_norm: 5.9693 2021-06-17 18:11:41,233 - mmaction - INFO - Epoch [31][1880/3757] lr: 1.000e-03, eta: 1 day, 1:24:51, time: 0.997, data_time: 0.002, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8969, loss_cls: 1.1347, loss: 1.1347, grad_norm: 6.1047 2021-06-17 18:12:04,876 - mmaction - INFO - Epoch [31][1900/3757] lr: 1.000e-03, eta: 1 day, 1:24:26, time: 1.182, data_time: 0.099, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9031, loss_cls: 1.0189, loss: 1.0189, grad_norm: 5.8060 2021-06-17 18:12:27,381 - mmaction - INFO - Epoch [31][1920/3757] lr: 1.000e-03, eta: 1 day, 1:23:59, time: 1.127, data_time: 0.003, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8938, loss_cls: 1.1130, loss: 1.1130, grad_norm: 5.8849 2021-06-17 18:12:49,467 - mmaction - INFO - Epoch [31][1940/3757] lr: 1.000e-03, eta: 1 day, 1:23:32, time: 1.104, data_time: 0.079, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9070, loss_cls: 1.0907, loss: 1.0907, grad_norm: 6.0001 2021-06-17 18:13:12,468 - mmaction - INFO - Epoch [31][1960/3757] lr: 1.000e-03, eta: 1 day, 1:23:06, time: 1.149, data_time: 0.211, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8922, loss_cls: 1.1187, loss: 1.1187, grad_norm: 5.9316 2021-06-17 18:13:35,246 - mmaction - INFO - Epoch [31][1980/3757] lr: 1.000e-03, eta: 1 day, 1:22:40, time: 1.139, data_time: 0.326, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9078, loss_cls: 1.0316, loss: 1.0316, grad_norm: 5.7794 2021-06-17 18:13:56,855 - mmaction - INFO - Epoch [31][2000/3757] lr: 1.000e-03, eta: 1 day, 1:22:12, time: 1.078, data_time: 0.433, memory: 7080, top1_acc: 0.7133, top5_acc: 0.9039, loss_cls: 1.0829, loss: 1.0829, grad_norm: 5.9236 2021-06-17 18:14:20,611 - mmaction - INFO - Epoch [31][2020/3757] lr: 1.000e-03, eta: 1 day, 1:21:47, time: 1.190, data_time: 0.363, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9117, loss_cls: 1.0027, loss: 1.0027, grad_norm: 5.5050 2021-06-17 18:14:42,052 - mmaction - INFO - Epoch [31][2040/3757] lr: 1.000e-03, eta: 1 day, 1:21:19, time: 1.072, data_time: 0.012, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8953, loss_cls: 1.0995, loss: 1.0995, grad_norm: 5.9843 2021-06-17 18:15:05,262 - mmaction - INFO - Epoch [31][2060/3757] lr: 1.000e-03, eta: 1 day, 1:20:53, time: 1.161, data_time: 0.003, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9016, loss_cls: 1.1087, loss: 1.1087, grad_norm: 6.0809 2021-06-17 18:15:28,751 - mmaction - INFO - Epoch [31][2080/3757] lr: 1.000e-03, eta: 1 day, 1:20:27, time: 1.175, data_time: 0.032, memory: 7080, top1_acc: 0.7156, top5_acc: 0.9008, loss_cls: 1.1041, loss: 1.1041, grad_norm: 6.0339 2021-06-17 18:15:51,236 - mmaction - INFO - Epoch [31][2100/3757] lr: 1.000e-03, eta: 1 day, 1:20:01, time: 1.123, data_time: 0.020, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9062, loss_cls: 1.0943, loss: 1.0943, grad_norm: 6.0251 2021-06-17 18:16:13,117 - mmaction - INFO - Epoch [31][2120/3757] lr: 1.000e-03, eta: 1 day, 1:19:34, time: 1.095, data_time: 0.038, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8992, loss_cls: 1.0794, loss: 1.0794, grad_norm: 5.8834 2021-06-17 18:16:36,747 - mmaction - INFO - Epoch [31][2140/3757] lr: 1.000e-03, eta: 1 day, 1:19:08, time: 1.181, data_time: 0.003, memory: 7080, top1_acc: 0.7055, top5_acc: 0.9062, loss_cls: 1.0975, loss: 1.0975, grad_norm: 6.0586 2021-06-17 18:16:59,349 - mmaction - INFO - Epoch [31][2160/3757] lr: 1.000e-03, eta: 1 day, 1:18:42, time: 1.129, data_time: 0.136, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9078, loss_cls: 1.1027, loss: 1.1027, grad_norm: 5.9610 2021-06-17 18:17:21,292 - mmaction - INFO - Epoch [31][2180/3757] lr: 1.000e-03, eta: 1 day, 1:18:15, time: 1.096, data_time: 0.114, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8969, loss_cls: 1.0800, loss: 1.0800, grad_norm: 5.9196 2021-06-17 18:17:45,423 - mmaction - INFO - Epoch [31][2200/3757] lr: 1.000e-03, eta: 1 day, 1:17:49, time: 1.208, data_time: 0.423, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9062, loss_cls: 1.0729, loss: 1.0729, grad_norm: 5.7480 2021-06-17 18:18:08,177 - mmaction - INFO - Epoch [31][2220/3757] lr: 1.000e-03, eta: 1 day, 1:17:23, time: 1.137, data_time: 0.105, memory: 7080, top1_acc: 0.7320, top5_acc: 0.8836, loss_cls: 1.1270, loss: 1.1270, grad_norm: 5.9502 2021-06-17 18:18:31,459 - mmaction - INFO - Epoch [31][2240/3757] lr: 1.000e-03, eta: 1 day, 1:16:57, time: 1.165, data_time: 0.023, memory: 7080, top1_acc: 0.6898, top5_acc: 0.8836, loss_cls: 1.2204, loss: 1.2204, grad_norm: 6.2626 2021-06-17 18:18:53,482 - mmaction - INFO - Epoch [31][2260/3757] lr: 1.000e-03, eta: 1 day, 1:16:30, time: 1.102, data_time: 0.003, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8914, loss_cls: 1.1205, loss: 1.1205, grad_norm: 5.7990 2021-06-17 18:19:15,850 - mmaction - INFO - Epoch [31][2280/3757] lr: 1.000e-03, eta: 1 day, 1:16:03, time: 1.118, data_time: 0.001, memory: 7080, top1_acc: 0.7031, top5_acc: 0.9000, loss_cls: 1.1643, loss: 1.1643, grad_norm: 6.2085 2021-06-17 18:19:39,555 - mmaction - INFO - Epoch [31][2300/3757] lr: 1.000e-03, eta: 1 day, 1:15:38, time: 1.186, data_time: 0.043, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1571, loss: 1.1571, grad_norm: 6.0418 2021-06-17 18:20:01,896 - mmaction - INFO - Epoch [31][2320/3757] lr: 1.000e-03, eta: 1 day, 1:15:11, time: 1.114, data_time: 0.379, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9109, loss_cls: 1.0035, loss: 1.0035, grad_norm: 5.8166 2021-06-17 18:20:24,866 - mmaction - INFO - Epoch [31][2340/3757] lr: 1.000e-03, eta: 1 day, 1:14:45, time: 1.151, data_time: 0.164, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8891, loss_cls: 1.1761, loss: 1.1761, grad_norm: 6.0870 2021-06-17 18:20:48,036 - mmaction - INFO - Epoch [31][2360/3757] lr: 1.000e-03, eta: 1 day, 1:14:19, time: 1.159, data_time: 0.003, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8984, loss_cls: 1.1144, loss: 1.1144, grad_norm: 5.8962 2021-06-17 18:21:09,567 - mmaction - INFO - Epoch [31][2380/3757] lr: 1.000e-03, eta: 1 day, 1:13:51, time: 1.076, data_time: 0.002, memory: 7080, top1_acc: 0.7117, top5_acc: 0.9102, loss_cls: 1.0791, loss: 1.0791, grad_norm: 6.1721 2021-06-17 18:21:31,750 - mmaction - INFO - Epoch [31][2400/3757] lr: 1.000e-03, eta: 1 day, 1:13:25, time: 1.110, data_time: 0.041, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.1019, loss: 1.1019, grad_norm: 5.8683 2021-06-17 18:21:54,786 - mmaction - INFO - Epoch [31][2420/3757] lr: 1.000e-03, eta: 1 day, 1:12:59, time: 1.150, data_time: 0.160, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8992, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.1784 2021-06-17 18:22:18,057 - mmaction - INFO - Epoch [31][2440/3757] lr: 1.000e-03, eta: 1 day, 1:12:33, time: 1.165, data_time: 0.172, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8938, loss_cls: 1.1122, loss: 1.1122, grad_norm: 5.8038 2021-06-17 18:22:39,736 - mmaction - INFO - Epoch [31][2460/3757] lr: 1.000e-03, eta: 1 day, 1:12:05, time: 1.083, data_time: 0.002, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8977, loss_cls: 1.1188, loss: 1.1188, grad_norm: 6.0811 2021-06-17 18:23:03,376 - mmaction - INFO - Epoch [31][2480/3757] lr: 1.000e-03, eta: 1 day, 1:11:40, time: 1.183, data_time: 0.003, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8953, loss_cls: 1.1643, loss: 1.1643, grad_norm: 6.0578 2021-06-17 18:23:26,607 - mmaction - INFO - Epoch [31][2500/3757] lr: 1.000e-03, eta: 1 day, 1:11:14, time: 1.162, data_time: 0.002, memory: 7080, top1_acc: 0.7219, top5_acc: 0.9141, loss_cls: 1.0498, loss: 1.0498, grad_norm: 5.9137 2021-06-17 18:23:48,889 - mmaction - INFO - Epoch [31][2520/3757] lr: 1.000e-03, eta: 1 day, 1:10:47, time: 1.113, data_time: 0.001, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9078, loss_cls: 1.0659, loss: 1.0659, grad_norm: 5.8310 2021-06-17 18:24:12,332 - mmaction - INFO - Epoch [31][2540/3757] lr: 1.000e-03, eta: 1 day, 1:10:21, time: 1.173, data_time: 0.004, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8961, loss_cls: 1.1265, loss: 1.1265, grad_norm: 6.0874 2021-06-17 18:24:35,993 - mmaction - INFO - Epoch [31][2560/3757] lr: 1.000e-03, eta: 1 day, 1:09:55, time: 1.183, data_time: 0.002, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8875, loss_cls: 1.1701, loss: 1.1701, grad_norm: 6.2027 2021-06-17 18:24:58,379 - mmaction - INFO - Epoch [31][2580/3757] lr: 1.000e-03, eta: 1 day, 1:09:29, time: 1.120, data_time: 0.247, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9031, loss_cls: 1.1150, loss: 1.1150, grad_norm: 6.0975 2021-06-17 18:25:21,464 - mmaction - INFO - Epoch [31][2600/3757] lr: 1.000e-03, eta: 1 day, 1:09:03, time: 1.154, data_time: 0.026, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8969, loss_cls: 1.0924, loss: 1.0924, grad_norm: 5.9034 2021-06-17 18:25:43,010 - mmaction - INFO - Epoch [31][2620/3757] lr: 1.000e-03, eta: 1 day, 1:08:35, time: 1.077, data_time: 0.003, memory: 7080, top1_acc: 0.7086, top5_acc: 0.9016, loss_cls: 1.0851, loss: 1.0851, grad_norm: 5.9706 2021-06-17 18:26:06,005 - mmaction - INFO - Epoch [31][2640/3757] lr: 1.000e-03, eta: 1 day, 1:08:09, time: 1.150, data_time: 0.002, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8820, loss_cls: 1.1797, loss: 1.1797, grad_norm: 5.9843 2021-06-17 18:26:28,387 - mmaction - INFO - Epoch [31][2660/3757] lr: 1.000e-03, eta: 1 day, 1:07:43, time: 1.118, data_time: 0.101, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8992, loss_cls: 1.0865, loss: 1.0865, grad_norm: 5.8184 2021-06-17 18:26:51,691 - mmaction - INFO - Epoch [31][2680/3757] lr: 1.000e-03, eta: 1 day, 1:07:17, time: 1.165, data_time: 0.124, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.1867, loss: 1.1867, grad_norm: 6.1711 2021-06-17 18:27:14,703 - mmaction - INFO - Epoch [31][2700/3757] lr: 1.000e-03, eta: 1 day, 1:06:50, time: 1.150, data_time: 0.248, memory: 7080, top1_acc: 0.6984, top5_acc: 0.8930, loss_cls: 1.1514, loss: 1.1514, grad_norm: 5.9827 2021-06-17 18:27:36,267 - mmaction - INFO - Epoch [31][2720/3757] lr: 1.000e-03, eta: 1 day, 1:06:23, time: 1.079, data_time: 0.322, memory: 7080, top1_acc: 0.7109, top5_acc: 0.9031, loss_cls: 1.0874, loss: 1.0874, grad_norm: 5.9848 2021-06-17 18:27:58,566 - mmaction - INFO - Epoch [31][2740/3757] lr: 1.000e-03, eta: 1 day, 1:05:57, time: 1.115, data_time: 0.125, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8969, loss_cls: 1.0843, loss: 1.0843, grad_norm: 5.9992 2021-06-17 18:28:22,036 - mmaction - INFO - Epoch [31][2760/3757] lr: 1.000e-03, eta: 1 day, 1:05:31, time: 1.173, data_time: 0.127, memory: 7080, top1_acc: 0.7055, top5_acc: 0.9000, loss_cls: 1.1084, loss: 1.1084, grad_norm: 6.1488 2021-06-17 18:28:43,956 - mmaction - INFO - Epoch [31][2780/3757] lr: 1.000e-03, eta: 1 day, 1:05:04, time: 1.097, data_time: 0.031, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1538, loss: 1.1538, grad_norm: 5.9550 2021-06-17 18:29:06,758 - mmaction - INFO - Epoch [31][2800/3757] lr: 1.000e-03, eta: 1 day, 1:04:38, time: 1.140, data_time: 0.068, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9023, loss_cls: 1.0304, loss: 1.0304, grad_norm: 5.5959 2021-06-17 18:29:28,948 - mmaction - INFO - Epoch [31][2820/3757] lr: 1.000e-03, eta: 1 day, 1:04:11, time: 1.109, data_time: 0.108, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1394, loss: 1.1394, grad_norm: 6.0170 2021-06-17 18:29:53,411 - mmaction - INFO - Epoch [31][2840/3757] lr: 1.000e-03, eta: 1 day, 1:03:46, time: 1.223, data_time: 0.163, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.1925, loss: 1.1925, grad_norm: 6.2258 2021-06-17 18:30:15,804 - mmaction - INFO - Epoch [31][2860/3757] lr: 1.000e-03, eta: 1 day, 1:03:19, time: 1.120, data_time: 0.002, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8969, loss_cls: 1.1163, loss: 1.1163, grad_norm: 6.0358 2021-06-17 18:30:38,261 - mmaction - INFO - Epoch [31][2880/3757] lr: 1.000e-03, eta: 1 day, 1:02:53, time: 1.120, data_time: 0.003, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9008, loss_cls: 1.0738, loss: 1.0738, grad_norm: 5.8551 2021-06-17 18:31:01,621 - mmaction - INFO - Epoch [31][2900/3757] lr: 1.000e-03, eta: 1 day, 1:02:27, time: 1.171, data_time: 0.005, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.1600, loss: 1.1600, grad_norm: 6.0057 2021-06-17 18:31:22,824 - mmaction - INFO - Epoch [31][2920/3757] lr: 1.000e-03, eta: 1 day, 1:01:59, time: 1.060, data_time: 0.076, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9094, loss_cls: 1.0390, loss: 1.0390, grad_norm: 5.8778 2021-06-17 18:31:48,061 - mmaction - INFO - Epoch [31][2940/3757] lr: 1.000e-03, eta: 1 day, 1:01:35, time: 1.262, data_time: 0.073, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8914, loss_cls: 1.1174, loss: 1.1174, grad_norm: 6.1384 2021-06-17 18:32:11,105 - mmaction - INFO - Epoch [31][2960/3757] lr: 1.000e-03, eta: 1 day, 1:01:08, time: 1.152, data_time: 0.001, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9031, loss_cls: 1.0374, loss: 1.0374, grad_norm: 5.7772 2021-06-17 18:32:32,596 - mmaction - INFO - Epoch [31][2980/3757] lr: 1.000e-03, eta: 1 day, 1:00:41, time: 1.074, data_time: 0.017, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8852, loss_cls: 1.1957, loss: 1.1957, grad_norm: 6.4070 2021-06-17 18:32:56,534 - mmaction - INFO - Epoch [31][3000/3757] lr: 1.000e-03, eta: 1 day, 1:00:16, time: 1.191, data_time: 0.033, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8930, loss_cls: 1.1456, loss: 1.1456, grad_norm: 5.9098 2021-06-17 18:33:18,875 - mmaction - INFO - Epoch [31][3020/3757] lr: 1.000e-03, eta: 1 day, 0:59:49, time: 1.123, data_time: 0.113, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8977, loss_cls: 1.0849, loss: 1.0849, grad_norm: 5.8127 2021-06-17 18:33:43,057 - mmaction - INFO - Epoch [31][3040/3757] lr: 1.000e-03, eta: 1 day, 0:59:24, time: 1.207, data_time: 0.063, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8945, loss_cls: 1.1575, loss: 1.1575, grad_norm: 6.0181 2021-06-17 18:34:04,168 - mmaction - INFO - Epoch [31][3060/3757] lr: 1.000e-03, eta: 1 day, 0:58:56, time: 1.056, data_time: 0.125, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8922, loss_cls: 1.1370, loss: 1.1370, grad_norm: 5.8055 2021-06-17 18:34:26,516 - mmaction - INFO - Epoch [31][3080/3757] lr: 1.000e-03, eta: 1 day, 0:58:30, time: 1.119, data_time: 0.247, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8984, loss_cls: 1.1107, loss: 1.1107, grad_norm: 6.0229 2021-06-17 18:34:49,944 - mmaction - INFO - Epoch [31][3100/3757] lr: 1.000e-03, eta: 1 day, 0:58:04, time: 1.171, data_time: 0.162, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8930, loss_cls: 1.1529, loss: 1.1529, grad_norm: 6.0783 2021-06-17 18:35:13,102 - mmaction - INFO - Epoch [31][3120/3757] lr: 1.000e-03, eta: 1 day, 0:57:38, time: 1.158, data_time: 0.115, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1776, loss: 1.1776, grad_norm: 6.1561 2021-06-17 18:35:35,840 - mmaction - INFO - Epoch [31][3140/3757] lr: 1.000e-03, eta: 1 day, 0:57:11, time: 1.137, data_time: 0.033, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9086, loss_cls: 1.0157, loss: 1.0157, grad_norm: 5.7046 2021-06-17 18:35:58,782 - mmaction - INFO - Epoch [31][3160/3757] lr: 1.000e-03, eta: 1 day, 0:56:45, time: 1.147, data_time: 0.102, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1491, loss: 1.1491, grad_norm: 6.0052 2021-06-17 18:36:22,083 - mmaction - INFO - Epoch [31][3180/3757] lr: 1.000e-03, eta: 1 day, 0:56:19, time: 1.165, data_time: 0.155, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8969, loss_cls: 1.1256, loss: 1.1256, grad_norm: 5.9274 2021-06-17 18:36:44,073 - mmaction - INFO - Epoch [31][3200/3757] lr: 1.000e-03, eta: 1 day, 0:55:52, time: 1.096, data_time: 0.218, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8953, loss_cls: 1.1227, loss: 1.1227, grad_norm: 6.0129 2021-06-17 18:37:07,705 - mmaction - INFO - Epoch [31][3220/3757] lr: 1.000e-03, eta: 1 day, 0:55:27, time: 1.185, data_time: 0.098, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9102, loss_cls: 1.0466, loss: 1.0466, grad_norm: 5.8632 2021-06-17 18:37:30,150 - mmaction - INFO - Epoch [31][3240/3757] lr: 1.000e-03, eta: 1 day, 0:55:00, time: 1.121, data_time: 0.015, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9078, loss_cls: 1.0738, loss: 1.0738, grad_norm: 5.9572 2021-06-17 18:37:52,187 - mmaction - INFO - Epoch [31][3260/3757] lr: 1.000e-03, eta: 1 day, 0:54:33, time: 1.104, data_time: 0.122, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8945, loss_cls: 1.1110, loss: 1.1110, grad_norm: 5.9660 2021-06-17 18:38:14,221 - mmaction - INFO - Epoch [31][3280/3757] lr: 1.000e-03, eta: 1 day, 0:54:07, time: 1.102, data_time: 0.243, memory: 7080, top1_acc: 0.6930, top5_acc: 0.8898, loss_cls: 1.1825, loss: 1.1825, grad_norm: 6.3362 2021-06-17 18:38:36,967 - mmaction - INFO - Epoch [31][3300/3757] lr: 1.000e-03, eta: 1 day, 0:53:40, time: 1.136, data_time: 0.346, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8852, loss_cls: 1.1360, loss: 1.1360, grad_norm: 5.9390 2021-06-17 18:39:01,432 - mmaction - INFO - Epoch [31][3320/3757] lr: 1.000e-03, eta: 1 day, 0:53:15, time: 1.224, data_time: 0.380, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8914, loss_cls: 1.1601, loss: 1.1601, grad_norm: 6.1341 2021-06-17 18:39:25,638 - mmaction - INFO - Epoch [31][3340/3757] lr: 1.000e-03, eta: 1 day, 0:52:50, time: 1.211, data_time: 0.002, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8945, loss_cls: 1.0929, loss: 1.0929, grad_norm: 5.9443 2021-06-17 18:39:45,885 - mmaction - INFO - Epoch [31][3360/3757] lr: 1.000e-03, eta: 1 day, 0:52:22, time: 1.011, data_time: 0.024, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9039, loss_cls: 1.0699, loss: 1.0699, grad_norm: 5.8845 2021-06-17 18:40:07,939 - mmaction - INFO - Epoch [31][3380/3757] lr: 1.000e-03, eta: 1 day, 0:51:55, time: 1.104, data_time: 0.076, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8922, loss_cls: 1.1889, loss: 1.1889, grad_norm: 6.3451 2021-06-17 18:40:32,428 - mmaction - INFO - Epoch [31][3400/3757] lr: 1.000e-03, eta: 1 day, 0:51:30, time: 1.222, data_time: 0.018, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8961, loss_cls: 1.1251, loss: 1.1251, grad_norm: 5.9521 2021-06-17 18:40:55,144 - mmaction - INFO - Epoch [31][3420/3757] lr: 1.000e-03, eta: 1 day, 0:51:04, time: 1.137, data_time: 0.005, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1505, loss: 1.1505, grad_norm: 6.0859 2021-06-17 18:41:16,442 - mmaction - INFO - Epoch [31][3440/3757] lr: 1.000e-03, eta: 1 day, 0:50:36, time: 1.063, data_time: 0.059, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1295, loss: 1.1295, grad_norm: 6.1077 2021-06-17 18:41:38,548 - mmaction - INFO - Epoch [31][3460/3757] lr: 1.000e-03, eta: 1 day, 0:50:10, time: 1.109, data_time: 0.171, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.1199, loss: 1.1199, grad_norm: 6.0044 2021-06-17 18:42:01,628 - mmaction - INFO - Epoch [31][3480/3757] lr: 1.000e-03, eta: 1 day, 0:49:44, time: 1.153, data_time: 0.201, memory: 7080, top1_acc: 0.7180, top5_acc: 0.9062, loss_cls: 1.0668, loss: 1.0668, grad_norm: 5.9001 2021-06-17 18:42:24,965 - mmaction - INFO - Epoch [31][3500/3757] lr: 1.000e-03, eta: 1 day, 0:49:18, time: 1.168, data_time: 0.049, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8859, loss_cls: 1.1401, loss: 1.1401, grad_norm: 5.9917 2021-06-17 18:42:46,389 - mmaction - INFO - Epoch [31][3520/3757] lr: 1.000e-03, eta: 1 day, 0:48:50, time: 1.070, data_time: 0.008, memory: 7080, top1_acc: 0.7164, top5_acc: 0.9008, loss_cls: 1.1212, loss: 1.1212, grad_norm: 5.9910 2021-06-17 18:43:11,072 - mmaction - INFO - Epoch [31][3540/3757] lr: 1.000e-03, eta: 1 day, 0:48:25, time: 1.236, data_time: 0.248, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8969, loss_cls: 1.1462, loss: 1.1462, grad_norm: 6.0747 2021-06-17 18:43:32,953 - mmaction - INFO - Epoch [31][3560/3757] lr: 1.000e-03, eta: 1 day, 0:47:59, time: 1.092, data_time: 0.193, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8984, loss_cls: 1.1034, loss: 1.1034, grad_norm: 5.9661 2021-06-17 18:43:55,811 - mmaction - INFO - Epoch [31][3580/3757] lr: 1.000e-03, eta: 1 day, 0:47:32, time: 1.144, data_time: 0.095, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9102, loss_cls: 1.0691, loss: 1.0691, grad_norm: 5.9032 2021-06-17 18:44:18,769 - mmaction - INFO - Epoch [31][3600/3757] lr: 1.000e-03, eta: 1 day, 0:47:06, time: 1.149, data_time: 0.010, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8953, loss_cls: 1.1382, loss: 1.1382, grad_norm: 5.9291 2021-06-17 18:44:41,001 - mmaction - INFO - Epoch [31][3620/3757] lr: 1.000e-03, eta: 1 day, 0:46:40, time: 1.112, data_time: 0.013, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8883, loss_cls: 1.1769, loss: 1.1769, grad_norm: 6.1990 2021-06-17 18:45:04,069 - mmaction - INFO - Epoch [31][3640/3757] lr: 1.000e-03, eta: 1 day, 0:46:13, time: 1.153, data_time: 0.130, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9055, loss_cls: 1.0909, loss: 1.0909, grad_norm: 5.8947 2021-06-17 18:45:27,396 - mmaction - INFO - Epoch [31][3660/3757] lr: 1.000e-03, eta: 1 day, 0:45:47, time: 1.166, data_time: 0.321, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9031, loss_cls: 1.0290, loss: 1.0290, grad_norm: 5.7852 2021-06-17 18:45:48,949 - mmaction - INFO - Epoch [31][3680/3757] lr: 1.000e-03, eta: 1 day, 0:45:20, time: 1.078, data_time: 0.271, memory: 7080, top1_acc: 0.7086, top5_acc: 0.9016, loss_cls: 1.0973, loss: 1.0973, grad_norm: 5.8500 2021-06-17 18:46:12,595 - mmaction - INFO - Epoch [31][3700/3757] lr: 1.000e-03, eta: 1 day, 0:44:55, time: 1.182, data_time: 0.198, memory: 7080, top1_acc: 0.7180, top5_acc: 0.9109, loss_cls: 1.0696, loss: 1.0696, grad_norm: 5.9034 2021-06-17 18:46:34,333 - mmaction - INFO - Epoch [31][3720/3757] lr: 1.000e-03, eta: 1 day, 0:44:28, time: 1.086, data_time: 0.036, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9055, loss_cls: 1.0785, loss: 1.0785, grad_norm: 5.7500 2021-06-17 18:46:58,748 - mmaction - INFO - Epoch [31][3740/3757] lr: 1.000e-03, eta: 1 day, 0:44:03, time: 1.220, data_time: 0.003, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8922, loss_cls: 1.1067, loss: 1.1067, grad_norm: 5.8401 2021-06-17 18:47:22,394 - mmaction - INFO - Saving checkpoint at 31 epochs 2021-06-17 18:55:12,392 - mmaction - INFO - Epoch [32][20/3757] lr: 1.000e-03, eta: 1 day, 0:47:35, time: 23.451, data_time: 22.641, memory: 7080, top1_acc: 0.6914, top5_acc: 0.8969, loss_cls: 1.1549, loss: 1.1549, grad_norm: 6.3718 2021-06-17 18:55:35,503 - mmaction - INFO - Epoch [32][40/3757] lr: 1.000e-03, eta: 1 day, 0:47:09, time: 1.157, data_time: 0.220, memory: 7080, top1_acc: 0.6992, top5_acc: 0.8773, loss_cls: 1.1670, loss: 1.1670, grad_norm: 6.1652 2021-06-17 18:55:59,021 - mmaction - INFO - Epoch [32][60/3757] lr: 1.000e-03, eta: 1 day, 0:46:43, time: 1.169, data_time: 0.005, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9102, loss_cls: 1.0196, loss: 1.0196, grad_norm: 5.8836 2021-06-17 18:56:20,471 - mmaction - INFO - Epoch [32][80/3757] lr: 1.000e-03, eta: 1 day, 0:46:16, time: 1.081, data_time: 0.093, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9187, loss_cls: 1.0162, loss: 1.0162, grad_norm: 6.1124 2021-06-17 18:56:43,281 - mmaction - INFO - Epoch [32][100/3757] lr: 1.000e-03, eta: 1 day, 0:45:50, time: 1.140, data_time: 0.141, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8922, loss_cls: 1.1250, loss: 1.1250, grad_norm: 5.8873 2021-06-17 18:57:06,377 - mmaction - INFO - Epoch [32][120/3757] lr: 1.000e-03, eta: 1 day, 0:45:24, time: 1.154, data_time: 0.044, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8859, loss_cls: 1.1047, loss: 1.1047, grad_norm: 6.0433 2021-06-17 18:57:29,243 - mmaction - INFO - Epoch [32][140/3757] lr: 1.000e-03, eta: 1 day, 0:44:57, time: 1.144, data_time: 0.051, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0621, loss: 1.0621, grad_norm: 5.8459 2021-06-17 18:57:51,840 - mmaction - INFO - Epoch [32][160/3757] lr: 1.000e-03, eta: 1 day, 0:44:31, time: 1.130, data_time: 0.192, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9023, loss_cls: 1.1328, loss: 1.1328, grad_norm: 6.0110 2021-06-17 18:58:15,400 - mmaction - INFO - Epoch [32][180/3757] lr: 1.000e-03, eta: 1 day, 0:44:05, time: 1.179, data_time: 0.239, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9039, loss_cls: 1.0520, loss: 1.0520, grad_norm: 5.9643 2021-06-17 18:58:37,291 - mmaction - INFO - Epoch [32][200/3757] lr: 1.000e-03, eta: 1 day, 0:43:38, time: 1.094, data_time: 0.271, memory: 7080, top1_acc: 0.7109, top5_acc: 0.9047, loss_cls: 1.1008, loss: 1.1008, grad_norm: 6.0648 2021-06-17 18:58:59,878 - mmaction - INFO - Epoch [32][220/3757] lr: 1.000e-03, eta: 1 day, 0:43:12, time: 1.130, data_time: 0.153, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1409, loss: 1.1409, grad_norm: 5.9072 2021-06-17 18:59:22,927 - mmaction - INFO - Epoch [32][240/3757] lr: 1.000e-03, eta: 1 day, 0:42:45, time: 1.151, data_time: 0.364, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8945, loss_cls: 1.1682, loss: 1.1682, grad_norm: 6.1854 2021-06-17 18:59:46,518 - mmaction - INFO - Epoch [32][260/3757] lr: 1.000e-03, eta: 1 day, 0:42:19, time: 1.180, data_time: 0.271, memory: 7080, top1_acc: 0.7344, top5_acc: 0.8961, loss_cls: 1.0236, loss: 1.0236, grad_norm: 5.6568 2021-06-17 19:00:07,152 - mmaction - INFO - Epoch [32][280/3757] lr: 1.000e-03, eta: 1 day, 0:41:52, time: 1.029, data_time: 0.022, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1409, loss: 1.1409, grad_norm: 6.1223 2021-06-17 19:00:30,639 - mmaction - INFO - Epoch [32][300/3757] lr: 1.000e-03, eta: 1 day, 0:41:26, time: 1.176, data_time: 0.080, memory: 7080, top1_acc: 0.7375, top5_acc: 0.8984, loss_cls: 1.0625, loss: 1.0625, grad_norm: 6.0090 2021-06-17 19:00:54,257 - mmaction - INFO - Epoch [32][320/3757] lr: 1.000e-03, eta: 1 day, 0:41:00, time: 1.181, data_time: 0.004, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9016, loss_cls: 1.0456, loss: 1.0456, grad_norm: 5.8304 2021-06-17 19:01:16,735 - mmaction - INFO - Epoch [32][340/3757] lr: 1.000e-03, eta: 1 day, 0:40:33, time: 1.123, data_time: 0.092, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8891, loss_cls: 1.1755, loss: 1.1755, grad_norm: 5.9301 2021-06-17 19:01:40,052 - mmaction - INFO - Epoch [32][360/3757] lr: 1.000e-03, eta: 1 day, 0:40:07, time: 1.167, data_time: 0.083, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9078, loss_cls: 1.0408, loss: 1.0408, grad_norm: 5.8247 2021-06-17 19:02:02,883 - mmaction - INFO - Epoch [32][380/3757] lr: 1.000e-03, eta: 1 day, 0:39:41, time: 1.141, data_time: 0.071, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8844, loss_cls: 1.0865, loss: 1.0865, grad_norm: 5.9799 2021-06-17 19:02:25,168 - mmaction - INFO - Epoch [32][400/3757] lr: 1.000e-03, eta: 1 day, 0:39:14, time: 1.115, data_time: 0.084, memory: 7080, top1_acc: 0.7320, top5_acc: 0.8992, loss_cls: 1.0764, loss: 1.0764, grad_norm: 5.9380 2021-06-17 19:02:47,737 - mmaction - INFO - Epoch [32][420/3757] lr: 1.000e-03, eta: 1 day, 0:38:48, time: 1.129, data_time: 0.016, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9016, loss_cls: 1.0615, loss: 1.0615, grad_norm: 5.8436 2021-06-17 19:03:09,926 - mmaction - INFO - Epoch [32][440/3757] lr: 1.000e-03, eta: 1 day, 0:38:21, time: 1.109, data_time: 0.152, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8930, loss_cls: 1.1061, loss: 1.1061, grad_norm: 5.8867 2021-06-17 19:03:34,265 - mmaction - INFO - Epoch [32][460/3757] lr: 1.000e-03, eta: 1 day, 0:37:56, time: 1.217, data_time: 0.138, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9109, loss_cls: 1.0623, loss: 1.0623, grad_norm: 6.0186 2021-06-17 19:03:57,496 - mmaction - INFO - Epoch [32][480/3757] lr: 1.000e-03, eta: 1 day, 0:37:30, time: 1.161, data_time: 0.478, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8992, loss_cls: 1.1285, loss: 1.1285, grad_norm: 6.0061 2021-06-17 19:04:19,205 - mmaction - INFO - Epoch [32][500/3757] lr: 1.000e-03, eta: 1 day, 0:37:03, time: 1.086, data_time: 0.239, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8977, loss_cls: 1.0800, loss: 1.0800, grad_norm: 5.8511 2021-06-17 19:04:41,540 - mmaction - INFO - Epoch [32][520/3757] lr: 1.000e-03, eta: 1 day, 0:36:36, time: 1.116, data_time: 0.139, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9039, loss_cls: 1.0485, loss: 1.0485, grad_norm: 5.8923 2021-06-17 19:05:05,306 - mmaction - INFO - Epoch [32][540/3757] lr: 1.000e-03, eta: 1 day, 0:36:10, time: 1.189, data_time: 0.281, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8961, loss_cls: 1.0773, loss: 1.0773, grad_norm: 6.1026 2021-06-17 19:05:28,310 - mmaction - INFO - Epoch [32][560/3757] lr: 1.000e-03, eta: 1 day, 0:35:44, time: 1.150, data_time: 0.264, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8969, loss_cls: 1.1302, loss: 1.1302, grad_norm: 6.1158 2021-06-17 19:05:50,112 - mmaction - INFO - Epoch [32][580/3757] lr: 1.000e-03, eta: 1 day, 0:35:17, time: 1.091, data_time: 0.031, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8867, loss_cls: 1.1175, loss: 1.1175, grad_norm: 5.9008 2021-06-17 19:06:12,921 - mmaction - INFO - Epoch [32][600/3757] lr: 1.000e-03, eta: 1 day, 0:34:51, time: 1.137, data_time: 0.114, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8898, loss_cls: 1.1058, loss: 1.1058, grad_norm: 5.9773 2021-06-17 19:06:36,234 - mmaction - INFO - Epoch [32][620/3757] lr: 1.000e-03, eta: 1 day, 0:34:25, time: 1.166, data_time: 0.200, memory: 7080, top1_acc: 0.7148, top5_acc: 0.9039, loss_cls: 1.0723, loss: 1.0723, grad_norm: 5.9189 2021-06-17 19:06:59,002 - mmaction - INFO - Epoch [32][640/3757] lr: 1.000e-03, eta: 1 day, 0:33:58, time: 1.141, data_time: 0.126, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8992, loss_cls: 1.0689, loss: 1.0689, grad_norm: 5.9505 2021-06-17 19:07:21,444 - mmaction - INFO - Epoch [32][660/3757] lr: 1.000e-03, eta: 1 day, 0:33:32, time: 1.122, data_time: 0.089, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9039, loss_cls: 1.0996, loss: 1.0996, grad_norm: 6.1481 2021-06-17 19:07:43,479 - mmaction - INFO - Epoch [32][680/3757] lr: 1.000e-03, eta: 1 day, 0:33:05, time: 1.102, data_time: 0.172, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8984, loss_cls: 1.0888, loss: 1.0888, grad_norm: 5.7500 2021-06-17 19:08:07,789 - mmaction - INFO - Epoch [32][700/3757] lr: 1.000e-03, eta: 1 day, 0:32:40, time: 1.216, data_time: 0.153, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8945, loss_cls: 1.1444, loss: 1.1444, grad_norm: 6.0264 2021-06-17 19:08:30,610 - mmaction - INFO - Epoch [32][720/3757] lr: 1.000e-03, eta: 1 day, 0:32:13, time: 1.141, data_time: 0.259, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9000, loss_cls: 1.0816, loss: 1.0816, grad_norm: 6.0382 2021-06-17 19:08:54,412 - mmaction - INFO - Epoch [32][740/3757] lr: 1.000e-03, eta: 1 day, 0:31:48, time: 1.190, data_time: 0.393, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9094, loss_cls: 1.0800, loss: 1.0800, grad_norm: 5.8852 2021-06-17 19:09:15,755 - mmaction - INFO - Epoch [32][760/3757] lr: 1.000e-03, eta: 1 day, 0:31:20, time: 1.067, data_time: 0.357, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9008, loss_cls: 1.0986, loss: 1.0986, grad_norm: 5.9845 2021-06-17 19:09:38,848 - mmaction - INFO - Epoch [32][780/3757] lr: 1.000e-03, eta: 1 day, 0:30:54, time: 1.154, data_time: 0.201, memory: 7080, top1_acc: 0.7125, top5_acc: 0.9016, loss_cls: 1.0945, loss: 1.0945, grad_norm: 6.0930 2021-06-17 19:10:02,188 - mmaction - INFO - Epoch [32][800/3757] lr: 1.000e-03, eta: 1 day, 0:30:28, time: 1.165, data_time: 0.219, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8961, loss_cls: 1.1518, loss: 1.1518, grad_norm: 6.1872 2021-06-17 19:10:24,128 - mmaction - INFO - Epoch [32][820/3757] lr: 1.000e-03, eta: 1 day, 0:30:01, time: 1.100, data_time: 0.024, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8898, loss_cls: 1.0653, loss: 1.0653, grad_norm: 5.7186 2021-06-17 19:10:47,355 - mmaction - INFO - Epoch [32][840/3757] lr: 1.000e-03, eta: 1 day, 0:29:35, time: 1.159, data_time: 0.006, memory: 7080, top1_acc: 0.7094, top5_acc: 0.9023, loss_cls: 1.1111, loss: 1.1111, grad_norm: 6.1191 2021-06-17 19:11:09,866 - mmaction - INFO - Epoch [32][860/3757] lr: 1.000e-03, eta: 1 day, 0:29:09, time: 1.128, data_time: 0.074, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8953, loss_cls: 1.0954, loss: 1.0954, grad_norm: 5.8251 2021-06-17 19:11:33,508 - mmaction - INFO - Epoch [32][880/3757] lr: 1.000e-03, eta: 1 day, 0:28:43, time: 1.182, data_time: 0.258, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9156, loss_cls: 0.9823, loss: 0.9823, grad_norm: 5.8913 2021-06-17 19:11:56,683 - mmaction - INFO - Epoch [32][900/3757] lr: 1.000e-03, eta: 1 day, 0:28:17, time: 1.159, data_time: 0.510, memory: 7080, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.0809, loss: 1.0809, grad_norm: 5.8582 2021-06-17 19:12:17,652 - mmaction - INFO - Epoch [32][920/3757] lr: 1.000e-03, eta: 1 day, 0:27:50, time: 1.047, data_time: 0.247, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9008, loss_cls: 1.0622, loss: 1.0622, grad_norm: 5.8645 2021-06-17 19:12:39,869 - mmaction - INFO - Epoch [32][940/3757] lr: 1.000e-03, eta: 1 day, 0:27:23, time: 1.108, data_time: 0.196, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9148, loss_cls: 1.0557, loss: 1.0557, grad_norm: 5.8119 2021-06-17 19:13:02,758 - mmaction - INFO - Epoch [32][960/3757] lr: 1.000e-03, eta: 1 day, 0:26:57, time: 1.148, data_time: 0.095, memory: 7080, top1_acc: 0.7383, top5_acc: 0.8977, loss_cls: 1.0835, loss: 1.0835, grad_norm: 5.9485 2021-06-17 19:13:25,646 - mmaction - INFO - Epoch [32][980/3757] lr: 1.000e-03, eta: 1 day, 0:26:30, time: 1.144, data_time: 0.003, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8898, loss_cls: 1.1184, loss: 1.1184, grad_norm: 6.1077 2021-06-17 19:13:48,572 - mmaction - INFO - Epoch [32][1000/3757] lr: 1.000e-03, eta: 1 day, 0:26:04, time: 1.140, data_time: 0.002, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9008, loss_cls: 1.0931, loss: 1.0931, grad_norm: 6.1300 2021-06-17 19:14:11,728 - mmaction - INFO - Epoch [32][1020/3757] lr: 1.000e-03, eta: 1 day, 0:25:38, time: 1.165, data_time: 0.010, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1513, loss: 1.1513, grad_norm: 6.1230 2021-06-17 19:14:33,902 - mmaction - INFO - Epoch [32][1040/3757] lr: 1.000e-03, eta: 1 day, 0:25:11, time: 1.108, data_time: 0.261, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8914, loss_cls: 1.0941, loss: 1.0941, grad_norm: 5.9291 2021-06-17 19:14:55,727 - mmaction - INFO - Epoch [32][1060/3757] lr: 1.000e-03, eta: 1 day, 0:24:44, time: 1.092, data_time: 0.270, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8984, loss_cls: 1.0984, loss: 1.0984, grad_norm: 6.0234 2021-06-17 19:15:20,051 - mmaction - INFO - Epoch [32][1080/3757] lr: 1.000e-03, eta: 1 day, 0:24:19, time: 1.216, data_time: 0.002, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9023, loss_cls: 1.0654, loss: 1.0654, grad_norm: 5.8823 2021-06-17 19:15:42,270 - mmaction - INFO - Epoch [32][1100/3757] lr: 1.000e-03, eta: 1 day, 0:23:52, time: 1.111, data_time: 0.005, memory: 7080, top1_acc: 0.7398, top5_acc: 0.8945, loss_cls: 1.0942, loss: 1.0942, grad_norm: 5.8941 2021-06-17 19:16:04,774 - mmaction - INFO - Epoch [32][1120/3757] lr: 1.000e-03, eta: 1 day, 0:23:26, time: 1.125, data_time: 0.001, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8828, loss_cls: 1.1226, loss: 1.1226, grad_norm: 5.9117 2021-06-17 19:16:27,934 - mmaction - INFO - Epoch [32][1140/3757] lr: 1.000e-03, eta: 1 day, 0:23:00, time: 1.158, data_time: 0.003, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.1236, loss: 1.1236, grad_norm: 6.1024 2021-06-17 19:16:49,639 - mmaction - INFO - Epoch [32][1160/3757] lr: 1.000e-03, eta: 1 day, 0:22:33, time: 1.086, data_time: 0.003, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9086, loss_cls: 1.0448, loss: 1.0448, grad_norm: 5.9373 2021-06-17 19:17:11,930 - mmaction - INFO - Epoch [32][1180/3757] lr: 1.000e-03, eta: 1 day, 0:22:06, time: 1.109, data_time: 0.148, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9023, loss_cls: 1.1064, loss: 1.1064, grad_norm: 6.0768 2021-06-17 19:17:35,880 - mmaction - INFO - Epoch [32][1200/3757] lr: 1.000e-03, eta: 1 day, 0:21:41, time: 1.203, data_time: 0.193, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.1067, loss: 1.1067, grad_norm: 6.0059 2021-06-17 19:17:58,096 - mmaction - INFO - Epoch [32][1220/3757] lr: 1.000e-03, eta: 1 day, 0:21:14, time: 1.110, data_time: 0.103, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9109, loss_cls: 1.0786, loss: 1.0786, grad_norm: 6.2034 2021-06-17 19:18:21,301 - mmaction - INFO - Epoch [32][1240/3757] lr: 1.000e-03, eta: 1 day, 0:20:48, time: 1.159, data_time: 0.252, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9023, loss_cls: 1.0859, loss: 1.0859, grad_norm: 6.0106 2021-06-17 19:18:44,702 - mmaction - INFO - Epoch [32][1260/3757] lr: 1.000e-03, eta: 1 day, 0:20:22, time: 1.169, data_time: 0.058, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9133, loss_cls: 1.0243, loss: 1.0243, grad_norm: 5.9208 2021-06-17 19:19:07,378 - mmaction - INFO - Epoch [32][1280/3757] lr: 1.000e-03, eta: 1 day, 0:19:56, time: 1.136, data_time: 0.029, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9039, loss_cls: 1.0833, loss: 1.0833, grad_norm: 5.9319 2021-06-17 19:19:30,744 - mmaction - INFO - Epoch [32][1300/3757] lr: 1.000e-03, eta: 1 day, 0:19:30, time: 1.166, data_time: 0.001, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9062, loss_cls: 1.0423, loss: 1.0423, grad_norm: 6.1053 2021-06-17 19:19:53,305 - mmaction - INFO - Epoch [32][1320/3757] lr: 1.000e-03, eta: 1 day, 0:19:03, time: 1.130, data_time: 0.004, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9039, loss_cls: 1.0597, loss: 1.0597, grad_norm: 5.9789 2021-06-17 19:20:16,508 - mmaction - INFO - Epoch [32][1340/3757] lr: 1.000e-03, eta: 1 day, 0:18:37, time: 1.161, data_time: 0.003, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9055, loss_cls: 1.0475, loss: 1.0475, grad_norm: 5.8246 2021-06-17 19:20:39,383 - mmaction - INFO - Epoch [32][1360/3757] lr: 1.000e-03, eta: 1 day, 0:18:11, time: 1.144, data_time: 0.001, memory: 7080, top1_acc: 0.6898, top5_acc: 0.8820, loss_cls: 1.2174, loss: 1.2174, grad_norm: 6.4116 2021-06-17 19:21:01,874 - mmaction - INFO - Epoch [32][1380/3757] lr: 1.000e-03, eta: 1 day, 0:17:44, time: 1.124, data_time: 0.008, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9039, loss_cls: 1.0171, loss: 1.0171, grad_norm: 5.8065 2021-06-17 19:21:24,596 - mmaction - INFO - Epoch [32][1400/3757] lr: 1.000e-03, eta: 1 day, 0:17:18, time: 1.136, data_time: 0.001, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8852, loss_cls: 1.1527, loss: 1.1527, grad_norm: 6.0298 2021-06-17 19:21:48,760 - mmaction - INFO - Epoch [32][1420/3757] lr: 1.000e-03, eta: 1 day, 0:16:53, time: 1.208, data_time: 0.003, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8930, loss_cls: 1.0744, loss: 1.0744, grad_norm: 5.9865 2021-06-17 19:22:10,498 - mmaction - INFO - Epoch [32][1440/3757] lr: 1.000e-03, eta: 1 day, 0:16:26, time: 1.087, data_time: 0.001, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8938, loss_cls: 1.0970, loss: 1.0970, grad_norm: 5.9462 2021-06-17 19:22:33,003 - mmaction - INFO - Epoch [32][1460/3757] lr: 1.000e-03, eta: 1 day, 0:15:59, time: 1.124, data_time: 0.123, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8969, loss_cls: 1.0875, loss: 1.0875, grad_norm: 6.0541 2021-06-17 19:22:56,377 - mmaction - INFO - Epoch [32][1480/3757] lr: 1.000e-03, eta: 1 day, 0:15:33, time: 1.169, data_time: 0.269, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9070, loss_cls: 1.0714, loss: 1.0714, grad_norm: 6.0927 2021-06-17 19:23:19,025 - mmaction - INFO - Epoch [32][1500/3757] lr: 1.000e-03, eta: 1 day, 0:15:07, time: 1.132, data_time: 0.113, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8953, loss_cls: 1.1150, loss: 1.1150, grad_norm: 5.9013 2021-06-17 19:23:42,003 - mmaction - INFO - Epoch [32][1520/3757] lr: 1.000e-03, eta: 1 day, 0:14:41, time: 1.150, data_time: 0.213, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9055, loss_cls: 1.0650, loss: 1.0650, grad_norm: 6.0441 2021-06-17 19:24:05,048 - mmaction - INFO - Epoch [32][1540/3757] lr: 1.000e-03, eta: 1 day, 0:14:15, time: 1.151, data_time: 0.124, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9055, loss_cls: 1.0540, loss: 1.0540, grad_norm: 5.8873 2021-06-17 19:24:28,156 - mmaction - INFO - Epoch [32][1560/3757] lr: 1.000e-03, eta: 1 day, 0:13:49, time: 1.156, data_time: 0.002, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8875, loss_cls: 1.1051, loss: 1.1051, grad_norm: 6.0852 2021-06-17 19:24:52,015 - mmaction - INFO - Epoch [32][1580/3757] lr: 1.000e-03, eta: 1 day, 0:13:23, time: 1.194, data_time: 0.040, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9039, loss_cls: 1.0810, loss: 1.0810, grad_norm: 6.0737 2021-06-17 19:25:14,776 - mmaction - INFO - Epoch [32][1600/3757] lr: 1.000e-03, eta: 1 day, 0:12:57, time: 1.138, data_time: 0.001, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.0759, loss: 1.0759, grad_norm: 5.9951 2021-06-17 19:25:37,743 - mmaction - INFO - Epoch [32][1620/3757] lr: 1.000e-03, eta: 1 day, 0:12:30, time: 1.147, data_time: 0.002, memory: 7080, top1_acc: 0.7320, top5_acc: 0.8883, loss_cls: 1.1005, loss: 1.1005, grad_norm: 6.0784 2021-06-17 19:26:00,676 - mmaction - INFO - Epoch [32][1640/3757] lr: 1.000e-03, eta: 1 day, 0:12:04, time: 1.148, data_time: 0.005, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8930, loss_cls: 1.1221, loss: 1.1221, grad_norm: 5.9216 2021-06-17 19:26:23,225 - mmaction - INFO - Epoch [32][1660/3757] lr: 1.000e-03, eta: 1 day, 0:11:38, time: 1.127, data_time: 0.002, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.1334, loss: 1.1334, grad_norm: 5.9563 2021-06-17 19:26:45,881 - mmaction - INFO - Epoch [32][1680/3757] lr: 1.000e-03, eta: 1 day, 0:11:11, time: 1.131, data_time: 0.001, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9055, loss_cls: 1.0638, loss: 1.0638, grad_norm: 6.2152 2021-06-17 19:27:08,017 - mmaction - INFO - Epoch [32][1700/3757] lr: 1.000e-03, eta: 1 day, 0:10:45, time: 1.109, data_time: 0.004, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8922, loss_cls: 1.1736, loss: 1.1736, grad_norm: 6.0039 2021-06-17 19:27:31,571 - mmaction - INFO - Epoch [32][1720/3757] lr: 1.000e-03, eta: 1 day, 0:10:19, time: 1.175, data_time: 0.026, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8977, loss_cls: 1.1237, loss: 1.1237, grad_norm: 6.1273 2021-06-17 19:27:53,674 - mmaction - INFO - Epoch [32][1740/3757] lr: 1.000e-03, eta: 1 day, 0:09:52, time: 1.108, data_time: 0.004, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9016, loss_cls: 1.0875, loss: 1.0875, grad_norm: 5.9971 2021-06-17 19:28:17,452 - mmaction - INFO - Epoch [32][1760/3757] lr: 1.000e-03, eta: 1 day, 0:09:27, time: 1.189, data_time: 0.371, memory: 7080, top1_acc: 0.6883, top5_acc: 0.8930, loss_cls: 1.1897, loss: 1.1897, grad_norm: 6.3385 2021-06-17 19:28:39,073 - mmaction - INFO - Epoch [32][1780/3757] lr: 1.000e-03, eta: 1 day, 0:09:00, time: 1.080, data_time: 0.190, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.1857, loss: 1.1857, grad_norm: 6.2647 2021-06-17 19:29:03,024 - mmaction - INFO - Epoch [32][1800/3757] lr: 1.000e-03, eta: 1 day, 0:08:34, time: 1.198, data_time: 0.016, memory: 7080, top1_acc: 0.7148, top5_acc: 0.9031, loss_cls: 1.1116, loss: 1.1116, grad_norm: 6.1493 2021-06-17 19:29:26,299 - mmaction - INFO - Epoch [32][1820/3757] lr: 1.000e-03, eta: 1 day, 0:08:08, time: 1.165, data_time: 0.008, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.1479, loss: 1.1479, grad_norm: 6.1683 2021-06-17 19:29:48,619 - mmaction - INFO - Epoch [32][1840/3757] lr: 1.000e-03, eta: 1 day, 0:07:42, time: 1.115, data_time: 0.048, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9016, loss_cls: 1.0630, loss: 1.0630, grad_norm: 5.8901 2021-06-17 19:30:10,498 - mmaction - INFO - Epoch [32][1860/3757] lr: 1.000e-03, eta: 1 day, 0:07:15, time: 1.094, data_time: 0.013, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.0954, loss: 1.0954, grad_norm: 6.1062 2021-06-17 19:30:31,987 - mmaction - INFO - Epoch [32][1880/3757] lr: 1.000e-03, eta: 1 day, 0:06:48, time: 1.075, data_time: 0.129, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8891, loss_cls: 1.1126, loss: 1.1126, grad_norm: 6.0598 2021-06-17 19:30:55,601 - mmaction - INFO - Epoch [32][1900/3757] lr: 1.000e-03, eta: 1 day, 0:06:22, time: 1.180, data_time: 0.124, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.0950, loss: 1.0950, grad_norm: 6.0465 2021-06-17 19:31:18,420 - mmaction - INFO - Epoch [32][1920/3757] lr: 1.000e-03, eta: 1 day, 0:05:56, time: 1.139, data_time: 0.056, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9039, loss_cls: 1.0904, loss: 1.0904, grad_norm: 6.0767 2021-06-17 19:31:40,538 - mmaction - INFO - Epoch [32][1940/3757] lr: 1.000e-03, eta: 1 day, 0:05:29, time: 1.106, data_time: 0.164, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9148, loss_cls: 1.0248, loss: 1.0248, grad_norm: 5.8474 2021-06-17 19:32:02,840 - mmaction - INFO - Epoch [32][1960/3757] lr: 1.000e-03, eta: 1 day, 0:05:02, time: 1.118, data_time: 0.374, memory: 7080, top1_acc: 0.7180, top5_acc: 0.9008, loss_cls: 1.0642, loss: 1.0642, grad_norm: 5.9457 2021-06-17 19:32:25,328 - mmaction - INFO - Epoch [32][1980/3757] lr: 1.000e-03, eta: 1 day, 0:04:36, time: 1.123, data_time: 0.230, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8797, loss_cls: 1.2063, loss: 1.2063, grad_norm: 6.3853 2021-06-17 19:32:48,105 - mmaction - INFO - Epoch [32][2000/3757] lr: 1.000e-03, eta: 1 day, 0:04:10, time: 1.139, data_time: 0.159, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8953, loss_cls: 1.1204, loss: 1.1204, grad_norm: 6.0552 2021-06-17 19:33:11,691 - mmaction - INFO - Epoch [32][2020/3757] lr: 1.000e-03, eta: 1 day, 0:03:44, time: 1.180, data_time: 0.057, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.1021, loss: 1.1021, grad_norm: 5.8703 2021-06-17 19:33:32,957 - mmaction - INFO - Epoch [32][2040/3757] lr: 1.000e-03, eta: 1 day, 0:03:17, time: 1.063, data_time: 0.093, memory: 7080, top1_acc: 0.7320, top5_acc: 0.8984, loss_cls: 1.1068, loss: 1.1068, grad_norm: 5.8352 2021-06-17 19:33:57,827 - mmaction - INFO - Epoch [32][2060/3757] lr: 1.000e-03, eta: 1 day, 0:02:52, time: 1.242, data_time: 0.382, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8953, loss_cls: 1.0777, loss: 1.0777, grad_norm: 5.8584 2021-06-17 19:34:18,408 - mmaction - INFO - Epoch [32][2080/3757] lr: 1.000e-03, eta: 1 day, 0:02:24, time: 1.029, data_time: 0.159, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1497, loss: 1.1497, grad_norm: 6.0531 2021-06-17 19:34:41,736 - mmaction - INFO - Epoch [32][2100/3757] lr: 1.000e-03, eta: 1 day, 0:01:58, time: 1.167, data_time: 0.167, memory: 7080, top1_acc: 0.7156, top5_acc: 0.9062, loss_cls: 1.0711, loss: 1.0711, grad_norm: 5.9970 2021-06-17 19:35:04,516 - mmaction - INFO - Epoch [32][2120/3757] lr: 1.000e-03, eta: 1 day, 0:01:32, time: 1.141, data_time: 0.126, memory: 7080, top1_acc: 0.7016, top5_acc: 0.9008, loss_cls: 1.1315, loss: 1.1315, grad_norm: 6.0831 2021-06-17 19:35:28,467 - mmaction - INFO - Epoch [32][2140/3757] lr: 1.000e-03, eta: 1 day, 0:01:06, time: 1.198, data_time: 0.003, memory: 7080, top1_acc: 0.7078, top5_acc: 0.9031, loss_cls: 1.1353, loss: 1.1353, grad_norm: 6.0892 2021-06-17 19:35:51,411 - mmaction - INFO - Epoch [32][2160/3757] lr: 1.000e-03, eta: 1 day, 0:00:40, time: 1.147, data_time: 0.001, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8953, loss_cls: 1.1033, loss: 1.1033, grad_norm: 5.9378 2021-06-17 19:36:14,321 - mmaction - INFO - Epoch [32][2180/3757] lr: 1.000e-03, eta: 1 day, 0:00:14, time: 1.145, data_time: 0.004, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8875, loss_cls: 1.1460, loss: 1.1460, grad_norm: 5.9856 2021-06-17 19:36:37,593 - mmaction - INFO - Epoch [32][2200/3757] lr: 1.000e-03, eta: 23:59:48, time: 1.162, data_time: 0.002, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8977, loss_cls: 1.0528, loss: 1.0528, grad_norm: 5.8042 2021-06-17 19:36:59,012 - mmaction - INFO - Epoch [32][2220/3757] lr: 1.000e-03, eta: 23:59:21, time: 1.072, data_time: 0.003, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8930, loss_cls: 1.1511, loss: 1.1511, grad_norm: 6.1108 2021-06-17 19:37:22,535 - mmaction - INFO - Epoch [32][2240/3757] lr: 1.000e-03, eta: 23:58:55, time: 1.173, data_time: 0.003, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9133, loss_cls: 1.0211, loss: 1.0211, grad_norm: 5.8375 2021-06-17 19:37:45,007 - mmaction - INFO - Epoch [32][2260/3757] lr: 1.000e-03, eta: 23:58:29, time: 1.125, data_time: 0.005, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8820, loss_cls: 1.1194, loss: 1.1194, grad_norm: 5.9265 2021-06-17 19:38:07,951 - mmaction - INFO - Epoch [32][2280/3757] lr: 1.000e-03, eta: 23:58:03, time: 1.150, data_time: 0.004, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8938, loss_cls: 1.1033, loss: 1.1033, grad_norm: 6.0630 2021-06-17 19:38:30,269 - mmaction - INFO - Epoch [32][2300/3757] lr: 1.000e-03, eta: 23:57:36, time: 1.115, data_time: 0.002, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9016, loss_cls: 1.0689, loss: 1.0689, grad_norm: 5.8602 2021-06-17 19:38:52,474 - mmaction - INFO - Epoch [32][2320/3757] lr: 1.000e-03, eta: 23:57:10, time: 1.111, data_time: 0.048, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1184, loss: 1.1184, grad_norm: 5.9279 2021-06-17 19:39:15,459 - mmaction - INFO - Epoch [32][2340/3757] lr: 1.000e-03, eta: 23:56:43, time: 1.145, data_time: 0.068, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9000, loss_cls: 1.0554, loss: 1.0554, grad_norm: 5.9785 2021-06-17 19:39:38,642 - mmaction - INFO - Epoch [32][2360/3757] lr: 1.000e-03, eta: 23:56:17, time: 1.163, data_time: 0.149, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8945, loss_cls: 1.0937, loss: 1.0937, grad_norm: 5.8258 2021-06-17 19:40:01,794 - mmaction - INFO - Epoch [32][2380/3757] lr: 1.000e-03, eta: 23:55:51, time: 1.157, data_time: 0.344, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8883, loss_cls: 1.1182, loss: 1.1182, grad_norm: 6.1762 2021-06-17 19:40:24,182 - mmaction - INFO - Epoch [32][2400/3757] lr: 1.000e-03, eta: 23:55:25, time: 1.119, data_time: 0.205, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8945, loss_cls: 1.1321, loss: 1.1321, grad_norm: 5.9452 2021-06-17 19:40:46,813 - mmaction - INFO - Epoch [32][2420/3757] lr: 1.000e-03, eta: 23:54:59, time: 1.133, data_time: 0.479, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1430, loss: 1.1430, grad_norm: 5.9158 2021-06-17 19:41:10,013 - mmaction - INFO - Epoch [32][2440/3757] lr: 1.000e-03, eta: 23:54:33, time: 1.160, data_time: 0.388, memory: 7080, top1_acc: 0.7180, top5_acc: 0.9000, loss_cls: 1.1322, loss: 1.1322, grad_norm: 6.0801 2021-06-17 19:41:32,325 - mmaction - INFO - Epoch [32][2460/3757] lr: 1.000e-03, eta: 23:54:06, time: 1.114, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9117, loss_cls: 1.0426, loss: 1.0426, grad_norm: 5.7449 2021-06-17 19:41:55,225 - mmaction - INFO - Epoch [32][2480/3757] lr: 1.000e-03, eta: 23:53:40, time: 1.146, data_time: 0.003, memory: 7080, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.0618, loss: 1.0618, grad_norm: 5.8861 2021-06-17 19:42:17,676 - mmaction - INFO - Epoch [32][2500/3757] lr: 1.000e-03, eta: 23:53:14, time: 1.122, data_time: 0.043, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9000, loss_cls: 1.0351, loss: 1.0351, grad_norm: 5.7735 2021-06-17 19:42:41,180 - mmaction - INFO - Epoch [32][2520/3757] lr: 1.000e-03, eta: 23:52:48, time: 1.170, data_time: 0.203, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8977, loss_cls: 1.1248, loss: 1.1248, grad_norm: 6.1109 2021-06-17 19:43:04,928 - mmaction - INFO - Epoch [32][2540/3757] lr: 1.000e-03, eta: 23:52:22, time: 1.193, data_time: 0.007, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8844, loss_cls: 1.1521, loss: 1.1521, grad_norm: 5.9515 2021-06-17 19:43:26,838 - mmaction - INFO - Epoch [32][2560/3757] lr: 1.000e-03, eta: 23:51:55, time: 1.094, data_time: 0.001, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9016, loss_cls: 1.0305, loss: 1.0305, grad_norm: 5.7676 2021-06-17 19:43:48,314 - mmaction - INFO - Epoch [32][2580/3757] lr: 1.000e-03, eta: 23:51:28, time: 1.073, data_time: 0.007, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8969, loss_cls: 1.0943, loss: 1.0943, grad_norm: 5.9752 2021-06-17 19:44:11,201 - mmaction - INFO - Epoch [32][2600/3757] lr: 1.000e-03, eta: 23:51:02, time: 1.142, data_time: 0.013, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8891, loss_cls: 1.0925, loss: 1.0925, grad_norm: 5.9571 2021-06-17 19:44:35,323 - mmaction - INFO - Epoch [32][2620/3757] lr: 1.000e-03, eta: 23:50:37, time: 1.210, data_time: 0.117, memory: 7080, top1_acc: 0.7352, top5_acc: 0.8906, loss_cls: 1.0706, loss: 1.0706, grad_norm: 5.9568 2021-06-17 19:44:58,678 - mmaction - INFO - Epoch [32][2640/3757] lr: 1.000e-03, eta: 23:50:11, time: 1.166, data_time: 0.539, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9055, loss_cls: 1.0660, loss: 1.0660, grad_norm: 6.0728 2021-06-17 19:45:19,736 - mmaction - INFO - Epoch [32][2660/3757] lr: 1.000e-03, eta: 23:49:44, time: 1.056, data_time: 0.430, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8961, loss_cls: 1.0832, loss: 1.0832, grad_norm: 5.9059 2021-06-17 19:45:42,218 - mmaction - INFO - Epoch [32][2680/3757] lr: 1.000e-03, eta: 23:49:17, time: 1.124, data_time: 0.108, memory: 7080, top1_acc: 0.7203, top5_acc: 0.9047, loss_cls: 1.0718, loss: 1.0718, grad_norm: 6.0295 2021-06-17 19:46:04,997 - mmaction - INFO - Epoch [32][2700/3757] lr: 1.000e-03, eta: 23:48:51, time: 1.139, data_time: 0.110, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8992, loss_cls: 1.0695, loss: 1.0695, grad_norm: 6.1648 2021-06-17 19:46:29,100 - mmaction - INFO - Epoch [32][2720/3757] lr: 1.000e-03, eta: 23:48:25, time: 1.198, data_time: 0.120, memory: 7080, top1_acc: 0.7047, top5_acc: 0.9008, loss_cls: 1.1422, loss: 1.1422, grad_norm: 6.1721 2021-06-17 19:46:52,418 - mmaction - INFO - Epoch [32][2740/3757] lr: 1.000e-03, eta: 23:48:00, time: 1.172, data_time: 0.198, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.1275, loss: 1.1275, grad_norm: 5.9203 2021-06-17 19:47:15,900 - mmaction - INFO - Epoch [32][2760/3757] lr: 1.000e-03, eta: 23:47:34, time: 1.175, data_time: 0.286, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.1781, loss: 1.1781, grad_norm: 6.2214 2021-06-17 19:47:37,683 - mmaction - INFO - Epoch [32][2780/3757] lr: 1.000e-03, eta: 23:47:07, time: 1.088, data_time: 0.034, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9031, loss_cls: 1.0732, loss: 1.0732, grad_norm: 5.9942 2021-06-17 19:47:59,733 - mmaction - INFO - Epoch [32][2800/3757] lr: 1.000e-03, eta: 23:46:40, time: 1.103, data_time: 0.027, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9195, loss_cls: 0.9931, loss: 0.9931, grad_norm: 6.0714 2021-06-17 19:48:23,480 - mmaction - INFO - Epoch [32][2820/3757] lr: 1.000e-03, eta: 23:46:15, time: 1.188, data_time: 0.003, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8922, loss_cls: 1.1377, loss: 1.1377, grad_norm: 6.3029 2021-06-17 19:48:44,832 - mmaction - INFO - Epoch [32][2840/3757] lr: 1.000e-03, eta: 23:45:48, time: 1.067, data_time: 0.001, memory: 7080, top1_acc: 0.7156, top5_acc: 0.9008, loss_cls: 1.1021, loss: 1.1021, grad_norm: 6.1549 2021-06-17 19:49:08,006 - mmaction - INFO - Epoch [32][2860/3757] lr: 1.000e-03, eta: 23:45:22, time: 1.158, data_time: 0.056, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9008, loss_cls: 1.1182, loss: 1.1182, grad_norm: 5.9238 2021-06-17 19:49:30,948 - mmaction - INFO - Epoch [32][2880/3757] lr: 1.000e-03, eta: 23:44:56, time: 1.146, data_time: 0.087, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8930, loss_cls: 1.1763, loss: 1.1763, grad_norm: 6.2635 2021-06-17 19:49:53,534 - mmaction - INFO - Epoch [32][2900/3757] lr: 1.000e-03, eta: 23:44:29, time: 1.131, data_time: 0.153, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9000, loss_cls: 1.0586, loss: 1.0586, grad_norm: 5.8040 2021-06-17 19:50:16,576 - mmaction - INFO - Epoch [32][2920/3757] lr: 1.000e-03, eta: 23:44:03, time: 1.152, data_time: 0.154, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8930, loss_cls: 1.1529, loss: 1.1529, grad_norm: 6.1785 2021-06-17 19:50:38,431 - mmaction - INFO - Epoch [32][2940/3757] lr: 1.000e-03, eta: 23:43:36, time: 1.092, data_time: 0.153, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8945, loss_cls: 1.1170, loss: 1.1170, grad_norm: 6.0786 2021-06-17 19:51:01,125 - mmaction - INFO - Epoch [32][2960/3757] lr: 1.000e-03, eta: 23:43:10, time: 1.135, data_time: 0.096, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9070, loss_cls: 1.0307, loss: 1.0307, grad_norm: 5.8820 2021-06-17 19:51:24,079 - mmaction - INFO - Epoch [32][2980/3757] lr: 1.000e-03, eta: 23:42:44, time: 1.147, data_time: 0.153, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1650, loss: 1.1650, grad_norm: 6.2079 2021-06-17 19:51:46,109 - mmaction - INFO - Epoch [32][3000/3757] lr: 1.000e-03, eta: 23:42:17, time: 1.100, data_time: 0.259, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8977, loss_cls: 1.1062, loss: 1.1062, grad_norm: 6.0917 2021-06-17 19:52:09,309 - mmaction - INFO - Epoch [32][3020/3757] lr: 1.000e-03, eta: 23:41:51, time: 1.162, data_time: 0.034, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.1078, loss: 1.1078, grad_norm: 5.9360 2021-06-17 19:52:31,854 - mmaction - INFO - Epoch [32][3040/3757] lr: 1.000e-03, eta: 23:41:25, time: 1.127, data_time: 0.006, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8922, loss_cls: 1.1457, loss: 1.1457, grad_norm: 6.1492 2021-06-17 19:52:54,175 - mmaction - INFO - Epoch [32][3060/3757] lr: 1.000e-03, eta: 23:40:59, time: 1.116, data_time: 0.008, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0548, loss: 1.0548, grad_norm: 5.8467 2021-06-17 19:53:16,909 - mmaction - INFO - Epoch [32][3080/3757] lr: 1.000e-03, eta: 23:40:32, time: 1.138, data_time: 0.110, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1285, loss: 1.1285, grad_norm: 6.0910 2021-06-17 19:53:41,103 - mmaction - INFO - Epoch [32][3100/3757] lr: 1.000e-03, eta: 23:40:07, time: 1.210, data_time: 0.099, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8961, loss_cls: 1.1465, loss: 1.1465, grad_norm: 6.3116 2021-06-17 19:54:04,997 - mmaction - INFO - Epoch [32][3120/3757] lr: 1.000e-03, eta: 23:39:41, time: 1.195, data_time: 0.001, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9008, loss_cls: 1.1014, loss: 1.1014, grad_norm: 6.1942 2021-06-17 19:54:25,597 - mmaction - INFO - Epoch [32][3140/3757] lr: 1.000e-03, eta: 23:39:14, time: 1.030, data_time: 0.044, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9070, loss_cls: 1.0434, loss: 1.0434, grad_norm: 5.9073 2021-06-17 19:54:49,088 - mmaction - INFO - Epoch [32][3160/3757] lr: 1.000e-03, eta: 23:38:48, time: 1.175, data_time: 0.080, memory: 7080, top1_acc: 0.7398, top5_acc: 0.8992, loss_cls: 1.0694, loss: 1.0694, grad_norm: 5.9116 2021-06-17 19:55:12,335 - mmaction - INFO - Epoch [32][3180/3757] lr: 1.000e-03, eta: 23:38:22, time: 1.163, data_time: 0.285, memory: 7080, top1_acc: 0.7141, top5_acc: 0.9031, loss_cls: 1.0880, loss: 1.0880, grad_norm: 6.0242 2021-06-17 19:55:34,876 - mmaction - INFO - Epoch [32][3200/3757] lr: 1.000e-03, eta: 23:37:56, time: 1.127, data_time: 0.062, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8930, loss_cls: 1.1000, loss: 1.1000, grad_norm: 6.0928 2021-06-17 19:55:56,537 - mmaction - INFO - Epoch [32][3220/3757] lr: 1.000e-03, eta: 23:37:29, time: 1.082, data_time: 0.085, memory: 7080, top1_acc: 0.6969, top5_acc: 0.8938, loss_cls: 1.1626, loss: 1.1626, grad_norm: 6.1688 2021-06-17 19:56:20,943 - mmaction - INFO - Epoch [32][3240/3757] lr: 1.000e-03, eta: 23:37:04, time: 1.221, data_time: 0.052, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8961, loss_cls: 1.1029, loss: 1.1029, grad_norm: 6.0480 2021-06-17 19:56:43,761 - mmaction - INFO - Epoch [32][3260/3757] lr: 1.000e-03, eta: 23:36:38, time: 1.141, data_time: 0.028, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8984, loss_cls: 1.0787, loss: 1.0787, grad_norm: 6.1041 2021-06-17 19:57:06,251 - mmaction - INFO - Epoch [32][3280/3757] lr: 1.000e-03, eta: 23:36:11, time: 1.124, data_time: 0.122, memory: 7080, top1_acc: 0.7109, top5_acc: 0.9039, loss_cls: 1.1019, loss: 1.1019, grad_norm: 6.1913 2021-06-17 19:57:28,976 - mmaction - INFO - Epoch [32][3300/3757] lr: 1.000e-03, eta: 23:35:45, time: 1.136, data_time: 0.070, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8969, loss_cls: 1.0741, loss: 1.0741, grad_norm: 5.9012 2021-06-17 19:57:51,469 - mmaction - INFO - Epoch [32][3320/3757] lr: 1.000e-03, eta: 23:35:19, time: 1.124, data_time: 0.030, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8914, loss_cls: 1.1675, loss: 1.1675, grad_norm: 6.2751 2021-06-17 19:58:15,561 - mmaction - INFO - Epoch [32][3340/3757] lr: 1.000e-03, eta: 23:34:53, time: 1.206, data_time: 0.160, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9070, loss_cls: 1.0480, loss: 1.0480, grad_norm: 5.9707 2021-06-17 19:58:37,603 - mmaction - INFO - Epoch [32][3360/3757] lr: 1.000e-03, eta: 23:34:27, time: 1.102, data_time: 0.087, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9078, loss_cls: 1.0771, loss: 1.0771, grad_norm: 5.8768 2021-06-17 19:58:59,888 - mmaction - INFO - Epoch [32][3380/3757] lr: 1.000e-03, eta: 23:34:00, time: 1.110, data_time: 0.078, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8938, loss_cls: 1.1715, loss: 1.1715, grad_norm: 6.2501 2021-06-17 19:59:22,100 - mmaction - INFO - Epoch [32][3400/3757] lr: 1.000e-03, eta: 23:33:34, time: 1.116, data_time: 0.073, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8844, loss_cls: 1.1576, loss: 1.1576, grad_norm: 5.9898 2021-06-17 19:59:46,232 - mmaction - INFO - Epoch [32][3420/3757] lr: 1.000e-03, eta: 23:33:08, time: 1.205, data_time: 0.034, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9117, loss_cls: 1.0416, loss: 1.0416, grad_norm: 5.8747 2021-06-17 20:00:09,526 - mmaction - INFO - Epoch [32][3440/3757] lr: 1.000e-03, eta: 23:32:42, time: 1.164, data_time: 0.009, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8984, loss_cls: 1.0972, loss: 1.0972, grad_norm: 6.0648 2021-06-17 20:00:31,076 - mmaction - INFO - Epoch [32][3460/3757] lr: 1.000e-03, eta: 23:32:16, time: 1.080, data_time: 0.091, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9125, loss_cls: 1.0447, loss: 1.0447, grad_norm: 5.9698 2021-06-17 20:00:55,068 - mmaction - INFO - Epoch [32][3480/3757] lr: 1.000e-03, eta: 23:31:50, time: 1.198, data_time: 0.166, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8961, loss_cls: 1.1150, loss: 1.1150, grad_norm: 5.9203 2021-06-17 20:01:17,610 - mmaction - INFO - Epoch [32][3500/3757] lr: 1.000e-03, eta: 23:31:24, time: 1.126, data_time: 0.266, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8969, loss_cls: 1.0994, loss: 1.0994, grad_norm: 5.9990 2021-06-17 20:01:41,581 - mmaction - INFO - Epoch [32][3520/3757] lr: 1.000e-03, eta: 23:30:58, time: 1.201, data_time: 0.533, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8914, loss_cls: 1.1245, loss: 1.1245, grad_norm: 6.1700 2021-06-17 20:02:02,719 - mmaction - INFO - Epoch [32][3540/3757] lr: 1.000e-03, eta: 23:30:31, time: 1.057, data_time: 0.421, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8906, loss_cls: 1.1360, loss: 1.1360, grad_norm: 6.0199 2021-06-17 20:02:26,194 - mmaction - INFO - Epoch [32][3560/3757] lr: 1.000e-03, eta: 23:30:05, time: 1.174, data_time: 0.083, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1512, loss: 1.1512, grad_norm: 6.1763 2021-06-17 20:02:49,022 - mmaction - INFO - Epoch [32][3580/3757] lr: 1.000e-03, eta: 23:29:39, time: 1.139, data_time: 0.136, memory: 7080, top1_acc: 0.7359, top5_acc: 0.8945, loss_cls: 1.0774, loss: 1.0774, grad_norm: 6.0953 2021-06-17 20:03:12,656 - mmaction - INFO - Epoch [32][3600/3757] lr: 1.000e-03, eta: 23:29:14, time: 1.183, data_time: 0.012, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8953, loss_cls: 1.1294, loss: 1.1294, grad_norm: 6.2091 2021-06-17 20:03:35,146 - mmaction - INFO - Epoch [32][3620/3757] lr: 1.000e-03, eta: 23:28:47, time: 1.126, data_time: 0.004, memory: 7080, top1_acc: 0.7094, top5_acc: 0.9008, loss_cls: 1.0792, loss: 1.0792, grad_norm: 6.2434 2021-06-17 20:03:57,781 - mmaction - INFO - Epoch [32][3640/3757] lr: 1.000e-03, eta: 23:28:21, time: 1.130, data_time: 0.055, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8953, loss_cls: 1.1201, loss: 1.1201, grad_norm: 6.2372 2021-06-17 20:04:20,587 - mmaction - INFO - Epoch [32][3660/3757] lr: 1.000e-03, eta: 23:27:55, time: 1.142, data_time: 0.063, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8977, loss_cls: 1.0863, loss: 1.0863, grad_norm: 6.1213 2021-06-17 20:04:45,279 - mmaction - INFO - Epoch [32][3680/3757] lr: 1.000e-03, eta: 23:27:30, time: 1.235, data_time: 0.029, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9023, loss_cls: 1.0992, loss: 1.0992, grad_norm: 6.0487 2021-06-17 20:05:08,471 - mmaction - INFO - Epoch [32][3700/3757] lr: 1.000e-03, eta: 23:27:04, time: 1.159, data_time: 0.003, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8984, loss_cls: 1.0813, loss: 1.0813, grad_norm: 6.1151 2021-06-17 20:05:30,309 - mmaction - INFO - Epoch [32][3720/3757] lr: 1.000e-03, eta: 23:26:37, time: 1.092, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9016, loss_cls: 1.0157, loss: 1.0157, grad_norm: 5.9158 2021-06-17 20:05:52,553 - mmaction - INFO - Epoch [32][3740/3757] lr: 1.000e-03, eta: 23:26:11, time: 1.113, data_time: 0.002, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9055, loss_cls: 1.0884, loss: 1.0884, grad_norm: 6.1639 2021-06-17 20:06:14,289 - mmaction - INFO - Saving checkpoint at 32 epochs 2021-06-17 20:13:29,256 - mmaction - INFO - Epoch [33][20/3757] lr: 1.000e-03, eta: 23:29:03, time: 21.701, data_time: 20.732, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9031, loss_cls: 1.0524, loss: 1.0524, grad_norm: 6.0086 2021-06-17 20:13:52,596 - mmaction - INFO - Epoch [33][40/3757] lr: 1.000e-03, eta: 23:28:37, time: 1.168, data_time: 0.226, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9055, loss_cls: 1.0477, loss: 1.0477, grad_norm: 5.9363 2021-06-17 20:14:16,313 - mmaction - INFO - Epoch [33][60/3757] lr: 1.000e-03, eta: 23:28:11, time: 1.186, data_time: 0.061, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8914, loss_cls: 1.1218, loss: 1.1218, grad_norm: 6.0835 2021-06-17 20:14:37,965 - mmaction - INFO - Epoch [33][80/3757] lr: 1.000e-03, eta: 23:27:44, time: 1.083, data_time: 0.020, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9023, loss_cls: 1.0649, loss: 1.0649, grad_norm: 5.9924 2021-06-17 20:15:00,347 - mmaction - INFO - Epoch [33][100/3757] lr: 1.000e-03, eta: 23:27:17, time: 1.119, data_time: 0.009, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9109, loss_cls: 0.9912, loss: 0.9912, grad_norm: 5.7147 2021-06-17 20:15:23,236 - mmaction - INFO - Epoch [33][120/3757] lr: 1.000e-03, eta: 23:26:51, time: 1.144, data_time: 0.209, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 1.0106, loss: 1.0106, grad_norm: 5.8816 2021-06-17 20:15:45,992 - mmaction - INFO - Epoch [33][140/3757] lr: 1.000e-03, eta: 23:26:25, time: 1.138, data_time: 0.358, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9172, loss_cls: 1.0210, loss: 1.0210, grad_norm: 5.8450 2021-06-17 20:16:09,888 - mmaction - INFO - Epoch [33][160/3757] lr: 1.000e-03, eta: 23:25:59, time: 1.196, data_time: 0.246, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9273, loss_cls: 0.9800, loss: 0.9800, grad_norm: 5.9660 2021-06-17 20:16:32,383 - mmaction - INFO - Epoch [33][180/3757] lr: 1.000e-03, eta: 23:25:33, time: 1.125, data_time: 0.077, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 0.9758, loss: 0.9758, grad_norm: 5.9060 2021-06-17 20:16:54,672 - mmaction - INFO - Epoch [33][200/3757] lr: 1.000e-03, eta: 23:25:06, time: 1.111, data_time: 0.106, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9047, loss_cls: 1.0280, loss: 1.0280, grad_norm: 5.9808 2021-06-17 20:17:17,068 - mmaction - INFO - Epoch [33][220/3757] lr: 1.000e-03, eta: 23:24:40, time: 1.122, data_time: 0.045, memory: 7080, top1_acc: 0.7203, top5_acc: 0.9023, loss_cls: 1.1023, loss: 1.1023, grad_norm: 6.1673 2021-06-17 20:17:39,763 - mmaction - INFO - Epoch [33][240/3757] lr: 1.000e-03, eta: 23:24:14, time: 1.134, data_time: 0.211, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9023, loss_cls: 1.0625, loss: 1.0625, grad_norm: 5.9837 2021-06-17 20:18:03,164 - mmaction - INFO - Epoch [33][260/3757] lr: 1.000e-03, eta: 23:23:48, time: 1.172, data_time: 0.072, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8961, loss_cls: 1.1171, loss: 1.1171, grad_norm: 6.1599 2021-06-17 20:18:25,068 - mmaction - INFO - Epoch [33][280/3757] lr: 1.000e-03, eta: 23:23:21, time: 1.095, data_time: 0.001, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9086, loss_cls: 1.0064, loss: 1.0064, grad_norm: 5.7809 2021-06-17 20:18:48,171 - mmaction - INFO - Epoch [33][300/3757] lr: 1.000e-03, eta: 23:22:55, time: 1.154, data_time: 0.060, memory: 7080, top1_acc: 0.7094, top5_acc: 0.9094, loss_cls: 1.1045, loss: 1.1045, grad_norm: 6.0589 2021-06-17 20:19:11,546 - mmaction - INFO - Epoch [33][320/3757] lr: 1.000e-03, eta: 23:22:29, time: 1.170, data_time: 0.003, memory: 7080, top1_acc: 0.7203, top5_acc: 0.9055, loss_cls: 1.1040, loss: 1.1040, grad_norm: 6.2169 2021-06-17 20:19:34,211 - mmaction - INFO - Epoch [33][340/3757] lr: 1.000e-03, eta: 23:22:03, time: 1.133, data_time: 0.038, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9086, loss_cls: 0.9661, loss: 0.9661, grad_norm: 5.8615 2021-06-17 20:19:57,717 - mmaction - INFO - Epoch [33][360/3757] lr: 1.000e-03, eta: 23:21:37, time: 1.174, data_time: 0.079, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8922, loss_cls: 1.1184, loss: 1.1184, grad_norm: 6.4044 2021-06-17 20:20:19,697 - mmaction - INFO - Epoch [33][380/3757] lr: 1.000e-03, eta: 23:21:10, time: 1.099, data_time: 0.187, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9133, loss_cls: 1.0005, loss: 1.0005, grad_norm: 5.6829 2021-06-17 20:20:43,090 - mmaction - INFO - Epoch [33][400/3757] lr: 1.000e-03, eta: 23:20:44, time: 1.169, data_time: 0.049, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9062, loss_cls: 1.0880, loss: 1.0880, grad_norm: 6.0078 2021-06-17 20:21:05,730 - mmaction - INFO - Epoch [33][420/3757] lr: 1.000e-03, eta: 23:20:18, time: 1.130, data_time: 0.002, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8992, loss_cls: 1.0325, loss: 1.0325, grad_norm: 5.7681 2021-06-17 20:21:28,951 - mmaction - INFO - Epoch [33][440/3757] lr: 1.000e-03, eta: 23:19:52, time: 1.164, data_time: 0.014, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9055, loss_cls: 1.0728, loss: 1.0728, grad_norm: 5.9566 2021-06-17 20:21:52,891 - mmaction - INFO - Epoch [33][460/3757] lr: 1.000e-03, eta: 23:19:26, time: 1.195, data_time: 0.002, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9086, loss_cls: 1.0485, loss: 1.0485, grad_norm: 5.9110 2021-06-17 20:22:14,257 - mmaction - INFO - Epoch [33][480/3757] lr: 1.000e-03, eta: 23:18:59, time: 1.069, data_time: 0.006, memory: 7080, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0728, loss: 1.0728, grad_norm: 5.9292 2021-06-17 20:22:36,570 - mmaction - INFO - Epoch [33][500/3757] lr: 1.000e-03, eta: 23:18:33, time: 1.117, data_time: 0.182, memory: 7080, top1_acc: 0.7406, top5_acc: 0.8945, loss_cls: 1.0595, loss: 1.0595, grad_norm: 5.9194 2021-06-17 20:23:00,291 - mmaction - INFO - Epoch [33][520/3757] lr: 1.000e-03, eta: 23:18:07, time: 1.184, data_time: 0.180, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9094, loss_cls: 1.0328, loss: 1.0328, grad_norm: 6.1283 2021-06-17 20:23:22,696 - mmaction - INFO - Epoch [33][540/3757] lr: 1.000e-03, eta: 23:17:41, time: 1.121, data_time: 0.014, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8945, loss_cls: 1.0860, loss: 1.0860, grad_norm: 6.1630 2021-06-17 20:23:45,113 - mmaction - INFO - Epoch [33][560/3757] lr: 1.000e-03, eta: 23:17:14, time: 1.122, data_time: 0.065, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9062, loss_cls: 1.0759, loss: 1.0759, grad_norm: 6.0397 2021-06-17 20:24:07,069 - mmaction - INFO - Epoch [33][580/3757] lr: 1.000e-03, eta: 23:16:48, time: 1.098, data_time: 0.313, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1303, loss: 1.1303, grad_norm: 6.0755 2021-06-17 20:24:29,728 - mmaction - INFO - Epoch [33][600/3757] lr: 1.000e-03, eta: 23:16:21, time: 1.133, data_time: 0.251, memory: 7080, top1_acc: 0.7328, top5_acc: 0.8961, loss_cls: 1.0759, loss: 1.0759, grad_norm: 6.0385 2021-06-17 20:24:53,165 - mmaction - INFO - Epoch [33][620/3757] lr: 1.000e-03, eta: 23:15:55, time: 1.166, data_time: 0.277, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9023, loss_cls: 1.0625, loss: 1.0625, grad_norm: 5.9202 2021-06-17 20:25:15,697 - mmaction - INFO - Epoch [33][640/3757] lr: 1.000e-03, eta: 23:15:29, time: 1.131, data_time: 0.051, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8992, loss_cls: 1.1067, loss: 1.1067, grad_norm: 6.1672 2021-06-17 20:25:39,987 - mmaction - INFO - Epoch [33][660/3757] lr: 1.000e-03, eta: 23:15:04, time: 1.216, data_time: 0.003, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8969, loss_cls: 1.0839, loss: 1.0839, grad_norm: 5.9462 2021-06-17 20:26:03,117 - mmaction - INFO - Epoch [33][680/3757] lr: 1.000e-03, eta: 23:14:38, time: 1.156, data_time: 0.002, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9008, loss_cls: 1.1056, loss: 1.1056, grad_norm: 6.1491 2021-06-17 20:26:25,076 - mmaction - INFO - Epoch [33][700/3757] lr: 1.000e-03, eta: 23:14:11, time: 1.099, data_time: 0.002, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9039, loss_cls: 1.0520, loss: 1.0520, grad_norm: 6.0580 2021-06-17 20:26:47,511 - mmaction - INFO - Epoch [33][720/3757] lr: 1.000e-03, eta: 23:13:44, time: 1.122, data_time: 0.002, memory: 7080, top1_acc: 0.7125, top5_acc: 0.9039, loss_cls: 1.0989, loss: 1.0989, grad_norm: 6.1306 2021-06-17 20:27:10,426 - mmaction - INFO - Epoch [33][740/3757] lr: 1.000e-03, eta: 23:13:18, time: 1.146, data_time: 0.015, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9039, loss_cls: 1.0696, loss: 1.0696, grad_norm: 5.9607 2021-06-17 20:27:32,692 - mmaction - INFO - Epoch [33][760/3757] lr: 1.000e-03, eta: 23:12:52, time: 1.113, data_time: 0.001, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8961, loss_cls: 1.0741, loss: 1.0741, grad_norm: 6.0464 2021-06-17 20:27:55,899 - mmaction - INFO - Epoch [33][780/3757] lr: 1.000e-03, eta: 23:12:26, time: 1.160, data_time: 0.001, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8961, loss_cls: 1.1022, loss: 1.1022, grad_norm: 6.0364 2021-06-17 20:28:18,028 - mmaction - INFO - Epoch [33][800/3757] lr: 1.000e-03, eta: 23:11:59, time: 1.107, data_time: 0.002, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9125, loss_cls: 1.0783, loss: 1.0783, grad_norm: 6.0684 2021-06-17 20:28:39,685 - mmaction - INFO - Epoch [33][820/3757] lr: 1.000e-03, eta: 23:11:32, time: 1.083, data_time: 0.002, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9031, loss_cls: 1.0241, loss: 1.0241, grad_norm: 6.0042 2021-06-17 20:29:03,919 - mmaction - INFO - Epoch [33][840/3757] lr: 1.000e-03, eta: 23:11:07, time: 1.211, data_time: 0.073, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9055, loss_cls: 1.0748, loss: 1.0748, grad_norm: 5.9450 2021-06-17 20:29:26,982 - mmaction - INFO - Epoch [33][860/3757] lr: 1.000e-03, eta: 23:10:41, time: 1.151, data_time: 0.001, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.1267, loss: 1.1267, grad_norm: 6.1756 2021-06-17 20:29:49,277 - mmaction - INFO - Epoch [33][880/3757] lr: 1.000e-03, eta: 23:10:14, time: 1.117, data_time: 0.006, memory: 7080, top1_acc: 0.7141, top5_acc: 0.9031, loss_cls: 1.0978, loss: 1.0978, grad_norm: 6.2617 2021-06-17 20:30:11,484 - mmaction - INFO - Epoch [33][900/3757] lr: 1.000e-03, eta: 23:09:48, time: 1.111, data_time: 0.023, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8969, loss_cls: 1.1203, loss: 1.1203, grad_norm: 6.1604 2021-06-17 20:30:34,622 - mmaction - INFO - Epoch [33][920/3757] lr: 1.000e-03, eta: 23:09:22, time: 1.157, data_time: 0.288, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8898, loss_cls: 1.1498, loss: 1.1498, grad_norm: 6.1297 2021-06-17 20:30:58,041 - mmaction - INFO - Epoch [33][940/3757] lr: 1.000e-03, eta: 23:08:56, time: 1.171, data_time: 0.141, memory: 7080, top1_acc: 0.7156, top5_acc: 0.9023, loss_cls: 1.0587, loss: 1.0587, grad_norm: 6.0263 2021-06-17 20:31:20,118 - mmaction - INFO - Epoch [33][960/3757] lr: 1.000e-03, eta: 23:08:29, time: 1.104, data_time: 0.158, memory: 7080, top1_acc: 0.7352, top5_acc: 0.8938, loss_cls: 1.0734, loss: 1.0734, grad_norm: 5.7637 2021-06-17 20:31:42,269 - mmaction - INFO - Epoch [33][980/3757] lr: 1.000e-03, eta: 23:08:03, time: 1.107, data_time: 0.284, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9047, loss_cls: 1.0320, loss: 1.0320, grad_norm: 5.8611 2021-06-17 20:32:05,025 - mmaction - INFO - Epoch [33][1000/3757] lr: 1.000e-03, eta: 23:07:37, time: 1.138, data_time: 0.145, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9000, loss_cls: 1.0434, loss: 1.0434, grad_norm: 5.8483 2021-06-17 20:32:27,670 - mmaction - INFO - Epoch [33][1020/3757] lr: 1.000e-03, eta: 23:07:10, time: 1.132, data_time: 0.039, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0495, loss: 1.0495, grad_norm: 6.0175 2021-06-17 20:32:50,414 - mmaction - INFO - Epoch [33][1040/3757] lr: 1.000e-03, eta: 23:06:44, time: 1.137, data_time: 0.074, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9102, loss_cls: 1.0604, loss: 1.0604, grad_norm: 5.8619 2021-06-17 20:33:13,406 - mmaction - INFO - Epoch [33][1060/3757] lr: 1.000e-03, eta: 23:06:18, time: 1.148, data_time: 0.002, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8875, loss_cls: 1.0931, loss: 1.0931, grad_norm: 6.0204 2021-06-17 20:33:35,592 - mmaction - INFO - Epoch [33][1080/3757] lr: 1.000e-03, eta: 23:05:52, time: 1.109, data_time: 0.062, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9148, loss_cls: 1.0874, loss: 1.0874, grad_norm: 6.1656 2021-06-17 20:33:58,508 - mmaction - INFO - Epoch [33][1100/3757] lr: 1.000e-03, eta: 23:05:25, time: 1.148, data_time: 0.076, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0434, loss: 1.0434, grad_norm: 5.8203 2021-06-17 20:34:20,842 - mmaction - INFO - Epoch [33][1120/3757] lr: 1.000e-03, eta: 23:04:59, time: 1.114, data_time: 0.002, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8945, loss_cls: 1.0735, loss: 1.0735, grad_norm: 6.0615 2021-06-17 20:34:43,684 - mmaction - INFO - Epoch [33][1140/3757] lr: 1.000e-03, eta: 23:04:33, time: 1.143, data_time: 0.022, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8977, loss_cls: 1.0941, loss: 1.0941, grad_norm: 6.1299 2021-06-17 20:35:05,832 - mmaction - INFO - Epoch [33][1160/3757] lr: 1.000e-03, eta: 23:04:06, time: 1.105, data_time: 0.239, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8961, loss_cls: 1.1420, loss: 1.1420, grad_norm: 6.1870 2021-06-17 20:35:27,431 - mmaction - INFO - Epoch [33][1180/3757] lr: 1.000e-03, eta: 23:03:39, time: 1.084, data_time: 0.223, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9086, loss_cls: 1.0678, loss: 1.0678, grad_norm: 5.8965 2021-06-17 20:35:50,213 - mmaction - INFO - Epoch [33][1200/3757] lr: 1.000e-03, eta: 23:03:13, time: 1.137, data_time: 0.375, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1072, loss: 1.1072, grad_norm: 6.1553 2021-06-17 20:36:13,242 - mmaction - INFO - Epoch [33][1220/3757] lr: 1.000e-03, eta: 23:02:47, time: 1.151, data_time: 0.219, memory: 7080, top1_acc: 0.7117, top5_acc: 0.9031, loss_cls: 1.0707, loss: 1.0707, grad_norm: 6.1744 2021-06-17 20:36:37,610 - mmaction - INFO - Epoch [33][1240/3757] lr: 1.000e-03, eta: 23:02:22, time: 1.220, data_time: 0.111, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9055, loss_cls: 1.0608, loss: 1.0608, grad_norm: 6.1645 2021-06-17 20:37:00,507 - mmaction - INFO - Epoch [33][1260/3757] lr: 1.000e-03, eta: 23:01:56, time: 1.145, data_time: 0.102, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8938, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.2832 2021-06-17 20:37:23,916 - mmaction - INFO - Epoch [33][1280/3757] lr: 1.000e-03, eta: 23:01:30, time: 1.171, data_time: 0.146, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.1273, loss: 1.1273, grad_norm: 6.1183 2021-06-17 20:37:45,494 - mmaction - INFO - Epoch [33][1300/3757] lr: 1.000e-03, eta: 23:01:03, time: 1.077, data_time: 0.144, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9062, loss_cls: 1.0235, loss: 1.0235, grad_norm: 5.8825 2021-06-17 20:38:08,711 - mmaction - INFO - Epoch [33][1320/3757] lr: 1.000e-03, eta: 23:00:37, time: 1.162, data_time: 0.024, memory: 7080, top1_acc: 0.7219, top5_acc: 0.9016, loss_cls: 1.1171, loss: 1.1171, grad_norm: 6.3320 2021-06-17 20:38:30,977 - mmaction - INFO - Epoch [33][1340/3757] lr: 1.000e-03, eta: 23:00:11, time: 1.114, data_time: 0.162, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8945, loss_cls: 1.1148, loss: 1.1148, grad_norm: 6.0811 2021-06-17 20:38:54,410 - mmaction - INFO - Epoch [33][1360/3757] lr: 1.000e-03, eta: 22:59:45, time: 1.172, data_time: 0.029, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1685, loss: 1.1685, grad_norm: 6.3007 2021-06-17 20:39:17,218 - mmaction - INFO - Epoch [33][1380/3757] lr: 1.000e-03, eta: 22:59:19, time: 1.140, data_time: 0.129, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9062, loss_cls: 1.0608, loss: 1.0608, grad_norm: 5.9417 2021-06-17 20:39:39,873 - mmaction - INFO - Epoch [33][1400/3757] lr: 1.000e-03, eta: 22:58:52, time: 1.132, data_time: 0.439, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8938, loss_cls: 1.0937, loss: 1.0937, grad_norm: 5.9692 2021-06-17 20:40:02,144 - mmaction - INFO - Epoch [33][1420/3757] lr: 1.000e-03, eta: 22:58:26, time: 1.113, data_time: 0.247, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8945, loss_cls: 1.0672, loss: 1.0672, grad_norm: 5.9945 2021-06-17 20:40:25,385 - mmaction - INFO - Epoch [33][1440/3757] lr: 1.000e-03, eta: 22:58:00, time: 1.164, data_time: 0.167, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9008, loss_cls: 1.0695, loss: 1.0695, grad_norm: 5.9910 2021-06-17 20:40:48,914 - mmaction - INFO - Epoch [33][1460/3757] lr: 1.000e-03, eta: 22:57:34, time: 1.177, data_time: 0.154, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.0742, loss: 1.0742, grad_norm: 5.8707 2021-06-17 20:41:11,073 - mmaction - INFO - Epoch [33][1480/3757] lr: 1.000e-03, eta: 22:57:08, time: 1.107, data_time: 0.139, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9023, loss_cls: 1.0910, loss: 1.0910, grad_norm: 6.1236 2021-06-17 20:41:33,793 - mmaction - INFO - Epoch [33][1500/3757] lr: 1.000e-03, eta: 22:56:41, time: 1.137, data_time: 0.140, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8953, loss_cls: 1.0815, loss: 1.0815, grad_norm: 6.0548 2021-06-17 20:41:56,660 - mmaction - INFO - Epoch [33][1520/3757] lr: 1.000e-03, eta: 22:56:15, time: 1.143, data_time: 0.293, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8984, loss_cls: 1.1055, loss: 1.1055, grad_norm: 6.3025 2021-06-17 20:42:19,929 - mmaction - INFO - Epoch [33][1540/3757] lr: 1.000e-03, eta: 22:55:49, time: 1.163, data_time: 0.322, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9023, loss_cls: 1.0416, loss: 1.0416, grad_norm: 5.9085 2021-06-17 20:42:42,861 - mmaction - INFO - Epoch [33][1560/3757] lr: 1.000e-03, eta: 22:55:23, time: 1.147, data_time: 0.047, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1598, loss: 1.1598, grad_norm: 6.1278 2021-06-17 20:43:05,264 - mmaction - INFO - Epoch [33][1580/3757] lr: 1.000e-03, eta: 22:54:57, time: 1.119, data_time: 0.001, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8797, loss_cls: 1.1929, loss: 1.1929, grad_norm: 6.1559 2021-06-17 20:43:28,552 - mmaction - INFO - Epoch [33][1600/3757] lr: 1.000e-03, eta: 22:54:31, time: 1.166, data_time: 0.150, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9156, loss_cls: 1.0248, loss: 1.0248, grad_norm: 5.9583 2021-06-17 20:43:50,798 - mmaction - INFO - Epoch [33][1620/3757] lr: 1.000e-03, eta: 22:54:05, time: 1.112, data_time: 0.020, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8930, loss_cls: 1.0863, loss: 1.0863, grad_norm: 6.1589 2021-06-17 20:44:12,884 - mmaction - INFO - Epoch [33][1640/3757] lr: 1.000e-03, eta: 22:53:38, time: 1.103, data_time: 0.025, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1427, loss: 1.1427, grad_norm: 6.1292 2021-06-17 20:44:35,426 - mmaction - INFO - Epoch [33][1660/3757] lr: 1.000e-03, eta: 22:53:12, time: 1.129, data_time: 0.422, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9094, loss_cls: 1.0353, loss: 1.0353, grad_norm: 5.7497 2021-06-17 20:44:57,871 - mmaction - INFO - Epoch [33][1680/3757] lr: 1.000e-03, eta: 22:52:45, time: 1.119, data_time: 0.388, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8930, loss_cls: 1.1312, loss: 1.1312, grad_norm: 6.2690 2021-06-17 20:45:21,370 - mmaction - INFO - Epoch [33][1700/3757] lr: 1.000e-03, eta: 22:52:20, time: 1.178, data_time: 0.032, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1447, loss: 1.1447, grad_norm: 6.2505 2021-06-17 20:45:44,919 - mmaction - INFO - Epoch [33][1720/3757] lr: 1.000e-03, eta: 22:51:54, time: 1.177, data_time: 0.045, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9000, loss_cls: 1.0954, loss: 1.0954, grad_norm: 6.1366 2021-06-17 20:46:08,588 - mmaction - INFO - Epoch [33][1740/3757] lr: 1.000e-03, eta: 22:51:28, time: 1.184, data_time: 0.002, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8930, loss_cls: 1.1347, loss: 1.1347, grad_norm: 6.0986 2021-06-17 20:46:32,091 - mmaction - INFO - Epoch [33][1760/3757] lr: 1.000e-03, eta: 22:51:02, time: 1.175, data_time: 0.001, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8969, loss_cls: 1.1019, loss: 1.1019, grad_norm: 6.0412 2021-06-17 20:46:54,309 - mmaction - INFO - Epoch [33][1780/3757] lr: 1.000e-03, eta: 22:50:36, time: 1.106, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9187, loss_cls: 0.9518, loss: 0.9518, grad_norm: 5.9452 2021-06-17 20:47:17,490 - mmaction - INFO - Epoch [33][1800/3757] lr: 1.000e-03, eta: 22:50:10, time: 1.164, data_time: 0.006, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8938, loss_cls: 1.0786, loss: 1.0786, grad_norm: 6.0378 2021-06-17 20:47:39,534 - mmaction - INFO - Epoch [33][1820/3757] lr: 1.000e-03, eta: 22:49:43, time: 1.102, data_time: 0.001, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8922, loss_cls: 1.1111, loss: 1.1111, grad_norm: 6.0561 2021-06-17 20:48:02,546 - mmaction - INFO - Epoch [33][1840/3757] lr: 1.000e-03, eta: 22:49:17, time: 1.151, data_time: 0.005, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9086, loss_cls: 1.0369, loss: 1.0369, grad_norm: 6.1176 2021-06-17 20:48:24,786 - mmaction - INFO - Epoch [33][1860/3757] lr: 1.000e-03, eta: 22:48:51, time: 1.112, data_time: 0.156, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9047, loss_cls: 1.0722, loss: 1.0722, grad_norm: 6.2603 2021-06-17 20:48:48,516 - mmaction - INFO - Epoch [33][1880/3757] lr: 1.000e-03, eta: 22:48:25, time: 1.185, data_time: 0.166, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9070, loss_cls: 1.0386, loss: 1.0386, grad_norm: 6.0063 2021-06-17 20:49:09,374 - mmaction - INFO - Epoch [33][1900/3757] lr: 1.000e-03, eta: 22:47:58, time: 1.044, data_time: 0.092, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9047, loss_cls: 1.1015, loss: 1.1015, grad_norm: 6.1409 2021-06-17 20:49:32,637 - mmaction - INFO - Epoch [33][1920/3757] lr: 1.000e-03, eta: 22:47:32, time: 1.163, data_time: 0.096, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9141, loss_cls: 1.0755, loss: 1.0755, grad_norm: 6.3608 2021-06-17 20:49:55,497 - mmaction - INFO - Epoch [33][1940/3757] lr: 1.000e-03, eta: 22:47:06, time: 1.143, data_time: 0.025, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.1189, loss: 1.1189, grad_norm: 6.2334 2021-06-17 20:50:17,753 - mmaction - INFO - Epoch [33][1960/3757] lr: 1.000e-03, eta: 22:46:40, time: 1.113, data_time: 0.031, memory: 7080, top1_acc: 0.7141, top5_acc: 0.9047, loss_cls: 1.0709, loss: 1.0709, grad_norm: 6.3784 2021-06-17 20:50:42,726 - mmaction - INFO - Epoch [33][1980/3757] lr: 1.000e-03, eta: 22:46:15, time: 1.249, data_time: 0.014, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9125, loss_cls: 1.0307, loss: 1.0307, grad_norm: 6.1305 2021-06-17 20:51:03,404 - mmaction - INFO - Epoch [33][2000/3757] lr: 1.000e-03, eta: 22:45:47, time: 1.033, data_time: 0.002, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.1645, loss: 1.1645, grad_norm: 6.3568 2021-06-17 20:51:26,704 - mmaction - INFO - Epoch [33][2020/3757] lr: 1.000e-03, eta: 22:45:21, time: 1.165, data_time: 0.002, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9133, loss_cls: 1.0376, loss: 1.0376, grad_norm: 6.0479 2021-06-17 20:51:49,819 - mmaction - INFO - Epoch [33][2040/3757] lr: 1.000e-03, eta: 22:44:55, time: 1.156, data_time: 0.009, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8914, loss_cls: 1.1231, loss: 1.1231, grad_norm: 6.2328 2021-06-17 20:52:12,870 - mmaction - INFO - Epoch [33][2060/3757] lr: 1.000e-03, eta: 22:44:29, time: 1.152, data_time: 0.001, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9055, loss_cls: 1.0132, loss: 1.0132, grad_norm: 5.8741 2021-06-17 20:52:35,877 - mmaction - INFO - Epoch [33][2080/3757] lr: 1.000e-03, eta: 22:44:03, time: 1.149, data_time: 0.002, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8977, loss_cls: 1.1027, loss: 1.1027, grad_norm: 6.1919 2021-06-17 20:52:58,597 - mmaction - INFO - Epoch [33][2100/3757] lr: 1.000e-03, eta: 22:43:37, time: 1.137, data_time: 0.003, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8977, loss_cls: 1.0818, loss: 1.0818, grad_norm: 6.0399 2021-06-17 20:53:21,623 - mmaction - INFO - Epoch [33][2120/3757] lr: 1.000e-03, eta: 22:43:11, time: 1.151, data_time: 0.004, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8984, loss_cls: 1.1143, loss: 1.1143, grad_norm: 6.0502 2021-06-17 20:53:42,799 - mmaction - INFO - Epoch [33][2140/3757] lr: 1.000e-03, eta: 22:42:44, time: 1.060, data_time: 0.003, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9062, loss_cls: 1.0612, loss: 1.0612, grad_norm: 6.0890 2021-06-17 20:54:04,686 - mmaction - INFO - Epoch [33][2160/3757] lr: 1.000e-03, eta: 22:42:18, time: 1.093, data_time: 0.002, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9008, loss_cls: 1.0833, loss: 1.0833, grad_norm: 6.1015 2021-06-17 20:54:27,492 - mmaction - INFO - Epoch [33][2180/3757] lr: 1.000e-03, eta: 22:41:52, time: 1.141, data_time: 0.203, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9055, loss_cls: 1.0883, loss: 1.0883, grad_norm: 6.2908 2021-06-17 20:54:50,809 - mmaction - INFO - Epoch [33][2200/3757] lr: 1.000e-03, eta: 22:41:26, time: 1.164, data_time: 0.077, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9016, loss_cls: 1.0784, loss: 1.0784, grad_norm: 5.9875 2021-06-17 20:55:13,875 - mmaction - INFO - Epoch [33][2220/3757] lr: 1.000e-03, eta: 22:41:00, time: 1.152, data_time: 0.082, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9016, loss_cls: 1.0304, loss: 1.0304, grad_norm: 5.9406 2021-06-17 20:55:36,301 - mmaction - INFO - Epoch [33][2240/3757] lr: 1.000e-03, eta: 22:40:33, time: 1.125, data_time: 0.331, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8852, loss_cls: 1.0996, loss: 1.0996, grad_norm: 5.9809 2021-06-17 20:55:59,625 - mmaction - INFO - Epoch [33][2260/3757] lr: 1.000e-03, eta: 22:40:07, time: 1.166, data_time: 0.157, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8938, loss_cls: 1.1001, loss: 1.1001, grad_norm: 6.1867 2021-06-17 20:56:21,168 - mmaction - INFO - Epoch [33][2280/3757] lr: 1.000e-03, eta: 22:39:41, time: 1.078, data_time: 0.002, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9031, loss_cls: 1.0549, loss: 1.0549, grad_norm: 6.0147 2021-06-17 20:56:44,617 - mmaction - INFO - Epoch [33][2300/3757] lr: 1.000e-03, eta: 22:39:15, time: 1.166, data_time: 0.002, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9016, loss_cls: 1.0206, loss: 1.0206, grad_norm: 5.9821 2021-06-17 20:57:06,994 - mmaction - INFO - Epoch [33][2320/3757] lr: 1.000e-03, eta: 22:38:49, time: 1.123, data_time: 0.008, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8992, loss_cls: 1.0828, loss: 1.0828, grad_norm: 6.0950 2021-06-17 20:57:28,900 - mmaction - INFO - Epoch [33][2340/3757] lr: 1.000e-03, eta: 22:38:22, time: 1.096, data_time: 0.111, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9125, loss_cls: 1.0646, loss: 1.0646, grad_norm: 6.1536 2021-06-17 20:57:51,947 - mmaction - INFO - Epoch [33][2360/3757] lr: 1.000e-03, eta: 22:37:56, time: 1.152, data_time: 0.057, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.0716, loss: 1.0716, grad_norm: 6.0712 2021-06-17 20:58:14,943 - mmaction - INFO - Epoch [33][2380/3757] lr: 1.000e-03, eta: 22:37:30, time: 1.149, data_time: 0.337, memory: 7080, top1_acc: 0.7180, top5_acc: 0.9008, loss_cls: 1.1040, loss: 1.1040, grad_norm: 6.1519 2021-06-17 20:58:38,154 - mmaction - INFO - Epoch [33][2400/3757] lr: 1.000e-03, eta: 22:37:04, time: 1.163, data_time: 0.256, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9008, loss_cls: 1.0547, loss: 1.0547, grad_norm: 6.0940 2021-06-17 20:59:01,565 - mmaction - INFO - Epoch [33][2420/3757] lr: 1.000e-03, eta: 22:36:38, time: 1.169, data_time: 0.113, memory: 7080, top1_acc: 0.7352, top5_acc: 0.8938, loss_cls: 1.0531, loss: 1.0531, grad_norm: 5.8516 2021-06-17 20:59:23,860 - mmaction - INFO - Epoch [33][2440/3757] lr: 1.000e-03, eta: 22:36:12, time: 1.116, data_time: 0.044, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8977, loss_cls: 1.1131, loss: 1.1131, grad_norm: 6.1406 2021-06-17 20:59:45,228 - mmaction - INFO - Epoch [33][2460/3757] lr: 1.000e-03, eta: 22:35:45, time: 1.068, data_time: 0.059, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8891, loss_cls: 1.1388, loss: 1.1388, grad_norm: 6.2025 2021-06-17 21:00:09,254 - mmaction - INFO - Epoch [33][2480/3757] lr: 1.000e-03, eta: 22:35:20, time: 1.199, data_time: 0.320, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9016, loss_cls: 1.0361, loss: 1.0361, grad_norm: 5.9853 2021-06-17 21:00:32,812 - mmaction - INFO - Epoch [33][2500/3757] lr: 1.000e-03, eta: 22:34:54, time: 1.181, data_time: 0.123, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8992, loss_cls: 1.1312, loss: 1.1312, grad_norm: 5.9978 2021-06-17 21:00:54,830 - mmaction - INFO - Epoch [33][2520/3757] lr: 1.000e-03, eta: 22:34:27, time: 1.100, data_time: 0.003, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8875, loss_cls: 1.1676, loss: 1.1676, grad_norm: 6.2105 2021-06-17 21:01:17,599 - mmaction - INFO - Epoch [33][2540/3757] lr: 1.000e-03, eta: 22:34:01, time: 1.139, data_time: 0.002, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9109, loss_cls: 1.0607, loss: 1.0607, grad_norm: 6.2776 2021-06-17 21:01:41,688 - mmaction - INFO - Epoch [33][2560/3757] lr: 1.000e-03, eta: 22:33:36, time: 1.202, data_time: 0.002, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9047, loss_cls: 1.0151, loss: 1.0151, grad_norm: 5.9236 2021-06-17 21:02:04,866 - mmaction - INFO - Epoch [33][2580/3757] lr: 1.000e-03, eta: 22:33:10, time: 1.161, data_time: 0.004, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9125, loss_cls: 1.0489, loss: 1.0489, grad_norm: 5.9908 2021-06-17 21:02:26,387 - mmaction - INFO - Epoch [33][2600/3757] lr: 1.000e-03, eta: 22:32:43, time: 1.076, data_time: 0.002, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8914, loss_cls: 1.1719, loss: 1.1719, grad_norm: 6.3912 2021-06-17 21:02:49,666 - mmaction - INFO - Epoch [33][2620/3757] lr: 1.000e-03, eta: 22:32:17, time: 1.164, data_time: 0.001, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8797, loss_cls: 1.1945, loss: 1.1945, grad_norm: 6.3499 2021-06-17 21:03:11,260 - mmaction - INFO - Epoch [33][2640/3757] lr: 1.000e-03, eta: 22:31:50, time: 1.080, data_time: 0.041, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9031, loss_cls: 1.0662, loss: 1.0662, grad_norm: 5.8824 2021-06-17 21:03:34,428 - mmaction - INFO - Epoch [33][2660/3757] lr: 1.000e-03, eta: 22:31:25, time: 1.158, data_time: 0.089, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9148, loss_cls: 1.0212, loss: 1.0212, grad_norm: 6.0817 2021-06-17 21:03:57,895 - mmaction - INFO - Epoch [33][2680/3757] lr: 1.000e-03, eta: 22:30:59, time: 1.166, data_time: 0.027, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8992, loss_cls: 1.0473, loss: 1.0473, grad_norm: 6.0285 2021-06-17 21:04:21,513 - mmaction - INFO - Epoch [33][2700/3757] lr: 1.000e-03, eta: 22:30:33, time: 1.189, data_time: 0.046, memory: 7080, top1_acc: 0.7203, top5_acc: 0.9016, loss_cls: 1.1026, loss: 1.1026, grad_norm: 6.0631 2021-06-17 21:04:43,967 - mmaction - INFO - Epoch [33][2720/3757] lr: 1.000e-03, eta: 22:30:07, time: 1.121, data_time: 0.003, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8891, loss_cls: 1.1648, loss: 1.1648, grad_norm: 6.2719 2021-06-17 21:05:06,832 - mmaction - INFO - Epoch [33][2740/3757] lr: 1.000e-03, eta: 22:29:41, time: 1.144, data_time: 0.004, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8812, loss_cls: 1.1467, loss: 1.1467, grad_norm: 6.2055 2021-06-17 21:05:29,851 - mmaction - INFO - Epoch [33][2760/3757] lr: 1.000e-03, eta: 22:29:15, time: 1.150, data_time: 0.012, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8898, loss_cls: 1.1028, loss: 1.1028, grad_norm: 5.9550 2021-06-17 21:05:51,951 - mmaction - INFO - Epoch [33][2780/3757] lr: 1.000e-03, eta: 22:28:48, time: 1.106, data_time: 0.018, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8914, loss_cls: 1.1742, loss: 1.1742, grad_norm: 6.2665 2021-06-17 21:06:15,372 - mmaction - INFO - Epoch [33][2800/3757] lr: 1.000e-03, eta: 22:28:23, time: 1.171, data_time: 0.002, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9047, loss_cls: 1.0631, loss: 1.0631, grad_norm: 6.0995 2021-06-17 21:06:38,599 - mmaction - INFO - Epoch [33][2820/3757] lr: 1.000e-03, eta: 22:27:57, time: 1.161, data_time: 0.068, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8812, loss_cls: 1.1494, loss: 1.1494, grad_norm: 6.3503 2021-06-17 21:07:01,207 - mmaction - INFO - Epoch [33][2840/3757] lr: 1.000e-03, eta: 22:27:30, time: 1.131, data_time: 0.002, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9094, loss_cls: 1.0154, loss: 1.0154, grad_norm: 6.1536 2021-06-17 21:07:23,185 - mmaction - INFO - Epoch [33][2860/3757] lr: 1.000e-03, eta: 22:27:04, time: 1.098, data_time: 0.002, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9117, loss_cls: 1.0039, loss: 1.0039, grad_norm: 5.9264 2021-06-17 21:07:46,034 - mmaction - INFO - Epoch [33][2880/3757] lr: 1.000e-03, eta: 22:26:38, time: 1.143, data_time: 0.053, memory: 7080, top1_acc: 0.7148, top5_acc: 0.9008, loss_cls: 1.0816, loss: 1.0816, grad_norm: 6.2747 2021-06-17 21:08:08,251 - mmaction - INFO - Epoch [33][2900/3757] lr: 1.000e-03, eta: 22:26:11, time: 1.111, data_time: 0.288, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.0966, loss: 1.0966, grad_norm: 6.1835 2021-06-17 21:08:30,987 - mmaction - INFO - Epoch [33][2920/3757] lr: 1.000e-03, eta: 22:25:45, time: 1.137, data_time: 0.076, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8969, loss_cls: 1.1109, loss: 1.1109, grad_norm: 6.0819 2021-06-17 21:08:53,502 - mmaction - INFO - Epoch [33][2940/3757] lr: 1.000e-03, eta: 22:25:19, time: 1.126, data_time: 0.104, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8922, loss_cls: 1.0978, loss: 1.0978, grad_norm: 6.1445 2021-06-17 21:09:16,283 - mmaction - INFO - Epoch [33][2960/3757] lr: 1.000e-03, eta: 22:24:53, time: 1.137, data_time: 0.246, memory: 7080, top1_acc: 0.7359, top5_acc: 0.8953, loss_cls: 1.0896, loss: 1.0896, grad_norm: 6.0201 2021-06-17 21:09:39,006 - mmaction - INFO - Epoch [33][2980/3757] lr: 1.000e-03, eta: 22:24:27, time: 1.137, data_time: 0.091, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8898, loss_cls: 1.0820, loss: 1.0820, grad_norm: 5.7939 2021-06-17 21:10:02,828 - mmaction - INFO - Epoch [33][3000/3757] lr: 1.000e-03, eta: 22:24:01, time: 1.192, data_time: 0.382, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1395, loss: 1.1395, grad_norm: 6.1109 2021-06-17 21:10:25,097 - mmaction - INFO - Epoch [33][3020/3757] lr: 1.000e-03, eta: 22:23:35, time: 1.113, data_time: 0.384, memory: 7080, top1_acc: 0.7406, top5_acc: 0.8984, loss_cls: 1.0451, loss: 1.0451, grad_norm: 5.8706 2021-06-17 21:10:47,595 - mmaction - INFO - Epoch [33][3040/3757] lr: 1.000e-03, eta: 22:23:09, time: 1.124, data_time: 0.123, memory: 7080, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1105, loss: 1.1105, grad_norm: 6.2276 2021-06-17 21:11:09,938 - mmaction - INFO - Epoch [33][3060/3757] lr: 1.000e-03, eta: 22:22:42, time: 1.118, data_time: 0.123, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8930, loss_cls: 1.1228, loss: 1.1228, grad_norm: 6.1449 2021-06-17 21:11:32,569 - mmaction - INFO - Epoch [33][3080/3757] lr: 1.000e-03, eta: 22:22:16, time: 1.130, data_time: 0.008, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8938, loss_cls: 1.0901, loss: 1.0901, grad_norm: 6.1100 2021-06-17 21:11:56,095 - mmaction - INFO - Epoch [33][3100/3757] lr: 1.000e-03, eta: 22:21:50, time: 1.180, data_time: 0.004, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8906, loss_cls: 1.1140, loss: 1.1140, grad_norm: 6.0982 2021-06-17 21:12:19,407 - mmaction - INFO - Epoch [33][3120/3757] lr: 1.000e-03, eta: 22:21:25, time: 1.165, data_time: 0.001, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9023, loss_cls: 1.0568, loss: 1.0568, grad_norm: 5.9236 2021-06-17 21:12:42,557 - mmaction - INFO - Epoch [33][3140/3757] lr: 1.000e-03, eta: 22:20:59, time: 1.158, data_time: 0.001, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8945, loss_cls: 1.1084, loss: 1.1084, grad_norm: 6.1890 2021-06-17 21:13:04,625 - mmaction - INFO - Epoch [33][3160/3757] lr: 1.000e-03, eta: 22:20:32, time: 1.103, data_time: 0.001, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8992, loss_cls: 1.0860, loss: 1.0860, grad_norm: 6.1777 2021-06-17 21:13:27,532 - mmaction - INFO - Epoch [33][3180/3757] lr: 1.000e-03, eta: 22:20:06, time: 1.146, data_time: 0.002, memory: 7080, top1_acc: 0.7055, top5_acc: 0.9000, loss_cls: 1.1110, loss: 1.1110, grad_norm: 6.1545 2021-06-17 21:13:49,925 - mmaction - INFO - Epoch [33][3200/3757] lr: 1.000e-03, eta: 22:19:40, time: 1.119, data_time: 0.125, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8883, loss_cls: 1.1330, loss: 1.1330, grad_norm: 6.2454 2021-06-17 21:14:12,880 - mmaction - INFO - Epoch [33][3220/3757] lr: 1.000e-03, eta: 22:19:14, time: 1.149, data_time: 0.382, memory: 7080, top1_acc: 0.7148, top5_acc: 0.9055, loss_cls: 1.1146, loss: 1.1146, grad_norm: 6.3580 2021-06-17 21:14:35,882 - mmaction - INFO - Epoch [33][3240/3757] lr: 1.000e-03, eta: 22:18:48, time: 1.150, data_time: 0.124, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9008, loss_cls: 1.0650, loss: 1.0650, grad_norm: 5.9537 2021-06-17 21:14:57,814 - mmaction - INFO - Epoch [33][3260/3757] lr: 1.000e-03, eta: 22:18:22, time: 1.097, data_time: 0.142, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8945, loss_cls: 1.0893, loss: 1.0893, grad_norm: 6.0908 2021-06-17 21:15:21,273 - mmaction - INFO - Epoch [33][3280/3757] lr: 1.000e-03, eta: 22:17:56, time: 1.172, data_time: 0.270, memory: 7080, top1_acc: 0.7500, top5_acc: 0.8977, loss_cls: 1.0261, loss: 1.0261, grad_norm: 5.8353 2021-06-17 21:15:45,649 - mmaction - INFO - Epoch [33][3300/3757] lr: 1.000e-03, eta: 22:17:31, time: 1.219, data_time: 0.089, memory: 7080, top1_acc: 0.7133, top5_acc: 0.9062, loss_cls: 1.0984, loss: 1.0984, grad_norm: 6.3734 2021-06-17 21:16:08,273 - mmaction - INFO - Epoch [33][3320/3757] lr: 1.000e-03, eta: 22:17:04, time: 1.131, data_time: 0.003, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8945, loss_cls: 1.0548, loss: 1.0548, grad_norm: 6.0648 2021-06-17 21:16:29,677 - mmaction - INFO - Epoch [33][3340/3757] lr: 1.000e-03, eta: 22:16:38, time: 1.070, data_time: 0.001, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8961, loss_cls: 1.1228, loss: 1.1228, grad_norm: 6.2192 2021-06-17 21:16:52,054 - mmaction - INFO - Epoch [33][3360/3757] lr: 1.000e-03, eta: 22:16:11, time: 1.118, data_time: 0.002, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1345, loss: 1.1345, grad_norm: 6.1299 2021-06-17 21:17:14,885 - mmaction - INFO - Epoch [33][3380/3757] lr: 1.000e-03, eta: 22:15:45, time: 1.142, data_time: 0.002, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1135, loss: 1.1135, grad_norm: 6.1543 2021-06-17 21:17:38,014 - mmaction - INFO - Epoch [33][3400/3757] lr: 1.000e-03, eta: 22:15:19, time: 1.156, data_time: 0.002, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8875, loss_cls: 1.1225, loss: 1.1225, grad_norm: 6.2497 2021-06-17 21:18:01,880 - mmaction - INFO - Epoch [33][3420/3757] lr: 1.000e-03, eta: 22:14:54, time: 1.193, data_time: 0.002, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.0865, loss: 1.0865, grad_norm: 6.2640 2021-06-17 21:18:25,126 - mmaction - INFO - Epoch [33][3440/3757] lr: 1.000e-03, eta: 22:14:28, time: 1.162, data_time: 0.003, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9016, loss_cls: 1.0841, loss: 1.0841, grad_norm: 6.0890 2021-06-17 21:18:48,192 - mmaction - INFO - Epoch [33][3460/3757] lr: 1.000e-03, eta: 22:14:02, time: 1.153, data_time: 0.003, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9094, loss_cls: 1.0553, loss: 1.0553, grad_norm: 6.2246 2021-06-17 21:19:09,514 - mmaction - INFO - Epoch [33][3480/3757] lr: 1.000e-03, eta: 22:13:35, time: 1.066, data_time: 0.007, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9141, loss_cls: 0.9565, loss: 0.9565, grad_norm: 5.8284 2021-06-17 21:19:31,339 - mmaction - INFO - Epoch [33][3500/3757] lr: 1.000e-03, eta: 22:13:09, time: 1.090, data_time: 0.005, memory: 7080, top1_acc: 0.6953, top5_acc: 0.8984, loss_cls: 1.1318, loss: 1.1318, grad_norm: 6.2618 2021-06-17 21:19:54,646 - mmaction - INFO - Epoch [33][3520/3757] lr: 1.000e-03, eta: 22:12:43, time: 1.165, data_time: 0.043, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8953, loss_cls: 1.1552, loss: 1.1552, grad_norm: 6.4069 2021-06-17 21:20:16,770 - mmaction - INFO - Epoch [33][3540/3757] lr: 1.000e-03, eta: 22:12:16, time: 1.109, data_time: 0.298, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9055, loss_cls: 1.1048, loss: 1.1048, grad_norm: 6.3352 2021-06-17 21:20:41,115 - mmaction - INFO - Epoch [33][3560/3757] lr: 1.000e-03, eta: 22:11:51, time: 1.216, data_time: 0.188, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9086, loss_cls: 1.0259, loss: 1.0259, grad_norm: 5.9546 2021-06-17 21:21:03,807 - mmaction - INFO - Epoch [33][3580/3757] lr: 1.000e-03, eta: 22:11:25, time: 1.136, data_time: 0.156, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8898, loss_cls: 1.1909, loss: 1.1909, grad_norm: 6.1945 2021-06-17 21:21:27,289 - mmaction - INFO - Epoch [33][3600/3757] lr: 1.000e-03, eta: 22:10:59, time: 1.172, data_time: 0.033, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.0537, loss: 1.0537, grad_norm: 6.1257 2021-06-17 21:21:49,212 - mmaction - INFO - Epoch [33][3620/3757] lr: 1.000e-03, eta: 22:10:33, time: 1.097, data_time: 0.096, memory: 7080, top1_acc: 0.7117, top5_acc: 0.9047, loss_cls: 1.1064, loss: 1.1064, grad_norm: 6.3261 2021-06-17 21:22:11,806 - mmaction - INFO - Epoch [33][3640/3757] lr: 1.000e-03, eta: 22:10:07, time: 1.132, data_time: 0.018, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0423, loss: 1.0423, grad_norm: 6.0550 2021-06-17 21:22:34,706 - mmaction - INFO - Epoch [33][3660/3757] lr: 1.000e-03, eta: 22:09:41, time: 1.145, data_time: 0.215, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8984, loss_cls: 1.1179, loss: 1.1179, grad_norm: 6.2046 2021-06-17 21:22:59,034 - mmaction - INFO - Epoch [33][3680/3757] lr: 1.000e-03, eta: 22:09:15, time: 1.216, data_time: 0.212, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8938, loss_cls: 1.1666, loss: 1.1666, grad_norm: 6.3370 2021-06-17 21:23:20,637 - mmaction - INFO - Epoch [33][3700/3757] lr: 1.000e-03, eta: 22:08:49, time: 1.079, data_time: 0.009, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8945, loss_cls: 1.0721, loss: 1.0721, grad_norm: 5.9763 2021-06-17 21:23:44,310 - mmaction - INFO - Epoch [33][3720/3757] lr: 1.000e-03, eta: 22:08:23, time: 1.183, data_time: 0.058, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1569, loss: 1.1569, grad_norm: 6.3117 2021-06-17 21:24:07,803 - mmaction - INFO - Epoch [33][3740/3757] lr: 1.000e-03, eta: 22:07:58, time: 1.176, data_time: 0.017, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8891, loss_cls: 1.0800, loss: 1.0800, grad_norm: 6.0438 2021-06-17 21:24:26,787 - mmaction - INFO - Saving checkpoint at 33 epochs 2021-06-17 21:31:44,325 - mmaction - INFO - Epoch [34][20/3757] lr: 1.000e-03, eta: 22:10:32, time: 21.828, data_time: 21.028, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8984, loss_cls: 1.0922, loss: 1.0922, grad_norm: 5.9629 2021-06-17 21:32:07,802 - mmaction - INFO - Epoch [34][40/3757] lr: 1.000e-03, eta: 22:10:07, time: 1.176, data_time: 0.376, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1522, loss: 1.1522, grad_norm: 6.0633 2021-06-17 21:32:31,086 - mmaction - INFO - Epoch [34][60/3757] lr: 1.000e-03, eta: 22:09:41, time: 1.161, data_time: 0.064, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9039, loss_cls: 1.0233, loss: 1.0233, grad_norm: 5.9705 2021-06-17 21:32:54,175 - mmaction - INFO - Epoch [34][80/3757] lr: 1.000e-03, eta: 22:09:15, time: 1.159, data_time: 0.107, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9070, loss_cls: 1.0637, loss: 1.0637, grad_norm: 5.9846 2021-06-17 21:33:14,856 - mmaction - INFO - Epoch [34][100/3757] lr: 1.000e-03, eta: 22:08:48, time: 1.034, data_time: 0.086, memory: 7080, top1_acc: 0.7469, top5_acc: 0.8992, loss_cls: 1.0447, loss: 1.0447, grad_norm: 6.0544 2021-06-17 21:33:38,954 - mmaction - INFO - Epoch [34][120/3757] lr: 1.000e-03, eta: 22:08:22, time: 1.203, data_time: 0.238, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8875, loss_cls: 1.1437, loss: 1.1437, grad_norm: 6.0717 2021-06-17 21:34:01,744 - mmaction - INFO - Epoch [34][140/3757] lr: 1.000e-03, eta: 22:07:56, time: 1.141, data_time: 0.029, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9086, loss_cls: 1.0458, loss: 1.0458, grad_norm: 5.9786 2021-06-17 21:34:25,565 - mmaction - INFO - Epoch [34][160/3757] lr: 1.000e-03, eta: 22:07:30, time: 1.192, data_time: 0.003, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9180, loss_cls: 1.0043, loss: 1.0043, grad_norm: 6.0149 2021-06-17 21:34:47,588 - mmaction - INFO - Epoch [34][180/3757] lr: 1.000e-03, eta: 22:07:04, time: 1.100, data_time: 0.001, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9125, loss_cls: 1.0361, loss: 1.0361, grad_norm: 6.1486 2021-06-17 21:35:11,845 - mmaction - INFO - Epoch [34][200/3757] lr: 1.000e-03, eta: 22:06:38, time: 1.211, data_time: 0.003, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9078, loss_cls: 1.0585, loss: 1.0585, grad_norm: 6.1347 2021-06-17 21:35:34,230 - mmaction - INFO - Epoch [34][220/3757] lr: 1.000e-03, eta: 22:06:12, time: 1.122, data_time: 0.004, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9039, loss_cls: 1.0669, loss: 1.0669, grad_norm: 6.0755 2021-06-17 21:35:56,263 - mmaction - INFO - Epoch [34][240/3757] lr: 1.000e-03, eta: 22:05:45, time: 1.101, data_time: 0.001, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9086, loss_cls: 1.0486, loss: 1.0486, grad_norm: 6.2753 2021-06-17 21:36:19,346 - mmaction - INFO - Epoch [34][260/3757] lr: 1.000e-03, eta: 22:05:20, time: 1.155, data_time: 0.002, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9016, loss_cls: 1.0574, loss: 1.0574, grad_norm: 6.0301 2021-06-17 21:36:41,128 - mmaction - INFO - Epoch [34][280/3757] lr: 1.000e-03, eta: 22:04:53, time: 1.088, data_time: 0.003, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8883, loss_cls: 1.1651, loss: 1.1651, grad_norm: 6.3225 2021-06-17 21:37:04,397 - mmaction - INFO - Epoch [34][300/3757] lr: 1.000e-03, eta: 22:04:27, time: 1.163, data_time: 0.017, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8977, loss_cls: 1.1233, loss: 1.1233, grad_norm: 6.3353 2021-06-17 21:37:26,195 - mmaction - INFO - Epoch [34][320/3757] lr: 1.000e-03, eta: 22:04:00, time: 1.090, data_time: 0.090, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1374, loss: 1.1374, grad_norm: 6.2289 2021-06-17 21:37:49,778 - mmaction - INFO - Epoch [34][340/3757] lr: 1.000e-03, eta: 22:03:35, time: 1.180, data_time: 0.172, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8961, loss_cls: 1.0554, loss: 1.0554, grad_norm: 6.0644 2021-06-17 21:38:12,508 - mmaction - INFO - Epoch [34][360/3757] lr: 1.000e-03, eta: 22:03:08, time: 1.137, data_time: 0.002, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9125, loss_cls: 1.0646, loss: 1.0646, grad_norm: 6.1988 2021-06-17 21:38:34,690 - mmaction - INFO - Epoch [34][380/3757] lr: 1.000e-03, eta: 22:02:42, time: 1.109, data_time: 0.084, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9000, loss_cls: 1.0630, loss: 1.0630, grad_norm: 5.9272 2021-06-17 21:38:57,495 - mmaction - INFO - Epoch [34][400/3757] lr: 1.000e-03, eta: 22:02:16, time: 1.141, data_time: 0.169, memory: 7080, top1_acc: 0.7469, top5_acc: 0.8992, loss_cls: 1.0541, loss: 1.0541, grad_norm: 6.0270 2021-06-17 21:39:20,198 - mmaction - INFO - Epoch [34][420/3757] lr: 1.000e-03, eta: 22:01:50, time: 1.135, data_time: 0.147, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8922, loss_cls: 1.0735, loss: 1.0735, grad_norm: 5.9115 2021-06-17 21:39:43,353 - mmaction - INFO - Epoch [34][440/3757] lr: 1.000e-03, eta: 22:01:24, time: 1.158, data_time: 0.099, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9156, loss_cls: 0.9959, loss: 0.9959, grad_norm: 5.8812 2021-06-17 21:40:05,870 - mmaction - INFO - Epoch [34][460/3757] lr: 1.000e-03, eta: 22:00:57, time: 1.126, data_time: 0.387, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8992, loss_cls: 1.0441, loss: 1.0441, grad_norm: 6.0196 2021-06-17 21:40:29,150 - mmaction - INFO - Epoch [34][480/3757] lr: 1.000e-03, eta: 22:00:32, time: 1.162, data_time: 0.486, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0499, loss: 1.0499, grad_norm: 5.9712 2021-06-17 21:40:51,318 - mmaction - INFO - Epoch [34][500/3757] lr: 1.000e-03, eta: 22:00:05, time: 1.110, data_time: 0.407, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8984, loss_cls: 1.0757, loss: 1.0757, grad_norm: 6.0545 2021-06-17 21:41:14,357 - mmaction - INFO - Epoch [34][520/3757] lr: 1.000e-03, eta: 21:59:39, time: 1.152, data_time: 0.378, memory: 7080, top1_acc: 0.7328, top5_acc: 0.8969, loss_cls: 1.0970, loss: 1.0970, grad_norm: 6.0012 2021-06-17 21:41:37,960 - mmaction - INFO - Epoch [34][540/3757] lr: 1.000e-03, eta: 21:59:13, time: 1.178, data_time: 0.051, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9039, loss_cls: 1.0615, loss: 1.0615, grad_norm: 5.9334 2021-06-17 21:42:01,150 - mmaction - INFO - Epoch [34][560/3757] lr: 1.000e-03, eta: 21:58:48, time: 1.161, data_time: 0.003, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8938, loss_cls: 1.1632, loss: 1.1632, grad_norm: 6.3287 2021-06-17 21:42:22,719 - mmaction - INFO - Epoch [34][580/3757] lr: 1.000e-03, eta: 21:58:21, time: 1.076, data_time: 0.002, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9000, loss_cls: 1.0518, loss: 1.0518, grad_norm: 6.0611 2021-06-17 21:42:45,263 - mmaction - INFO - Epoch [34][600/3757] lr: 1.000e-03, eta: 21:57:55, time: 1.129, data_time: 0.006, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9016, loss_cls: 1.1073, loss: 1.1073, grad_norm: 6.4225 2021-06-17 21:43:08,422 - mmaction - INFO - Epoch [34][620/3757] lr: 1.000e-03, eta: 21:57:29, time: 1.158, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.8969, loss_cls: 1.0458, loss: 1.0458, grad_norm: 6.0518 2021-06-17 21:43:30,657 - mmaction - INFO - Epoch [34][640/3757] lr: 1.000e-03, eta: 21:57:02, time: 1.112, data_time: 0.002, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.1176, loss: 1.1176, grad_norm: 6.1497 2021-06-17 21:43:52,464 - mmaction - INFO - Epoch [34][660/3757] lr: 1.000e-03, eta: 21:56:36, time: 1.087, data_time: 0.048, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8969, loss_cls: 1.0863, loss: 1.0863, grad_norm: 6.0953 2021-06-17 21:44:14,992 - mmaction - INFO - Epoch [34][680/3757] lr: 1.000e-03, eta: 21:56:09, time: 1.128, data_time: 0.029, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8992, loss_cls: 1.0521, loss: 1.0521, grad_norm: 6.0679 2021-06-17 21:44:37,535 - mmaction - INFO - Epoch [34][700/3757] lr: 1.000e-03, eta: 21:55:43, time: 1.125, data_time: 0.271, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9031, loss_cls: 1.0306, loss: 1.0306, grad_norm: 6.0197 2021-06-17 21:45:02,018 - mmaction - INFO - Epoch [34][720/3757] lr: 1.000e-03, eta: 21:55:18, time: 1.228, data_time: 0.062, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9086, loss_cls: 1.0015, loss: 1.0015, grad_norm: 5.9003 2021-06-17 21:45:25,724 - mmaction - INFO - Epoch [34][740/3757] lr: 1.000e-03, eta: 21:54:52, time: 1.185, data_time: 0.001, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8977, loss_cls: 1.0769, loss: 1.0769, grad_norm: 6.1736 2021-06-17 21:45:48,827 - mmaction - INFO - Epoch [34][760/3757] lr: 1.000e-03, eta: 21:54:26, time: 1.155, data_time: 0.002, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9023, loss_cls: 1.0622, loss: 1.0622, grad_norm: 6.1684 2021-06-17 21:46:10,604 - mmaction - INFO - Epoch [34][780/3757] lr: 1.000e-03, eta: 21:54:00, time: 1.089, data_time: 0.001, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9125, loss_cls: 1.0110, loss: 1.0110, grad_norm: 5.9447 2021-06-17 21:46:34,057 - mmaction - INFO - Epoch [34][800/3757] lr: 1.000e-03, eta: 21:53:34, time: 1.172, data_time: 0.007, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9125, loss_cls: 1.0053, loss: 1.0053, grad_norm: 6.0192 2021-06-17 21:46:56,737 - mmaction - INFO - Epoch [34][820/3757] lr: 1.000e-03, eta: 21:53:08, time: 1.134, data_time: 0.003, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8891, loss_cls: 1.1466, loss: 1.1466, grad_norm: 6.2372 2021-06-17 21:47:18,811 - mmaction - INFO - Epoch [34][840/3757] lr: 1.000e-03, eta: 21:52:41, time: 1.104, data_time: 0.002, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9117, loss_cls: 1.0396, loss: 1.0396, grad_norm: 6.0975 2021-06-17 21:47:40,691 - mmaction - INFO - Epoch [34][860/3757] lr: 1.000e-03, eta: 21:52:15, time: 1.094, data_time: 0.047, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9055, loss_cls: 1.0383, loss: 1.0383, grad_norm: 6.0446 2021-06-17 21:48:03,200 - mmaction - INFO - Epoch [34][880/3757] lr: 1.000e-03, eta: 21:51:48, time: 1.124, data_time: 0.225, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9148, loss_cls: 0.9904, loss: 0.9904, grad_norm: 6.0146 2021-06-17 21:48:26,026 - mmaction - INFO - Epoch [34][900/3757] lr: 1.000e-03, eta: 21:51:22, time: 1.141, data_time: 0.166, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9133, loss_cls: 1.0065, loss: 1.0065, grad_norm: 5.9970 2021-06-17 21:48:48,490 - mmaction - INFO - Epoch [34][920/3757] lr: 1.000e-03, eta: 21:50:56, time: 1.123, data_time: 0.117, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9156, loss_cls: 1.0308, loss: 1.0308, grad_norm: 5.9900 2021-06-17 21:49:12,635 - mmaction - INFO - Epoch [34][940/3757] lr: 1.000e-03, eta: 21:50:31, time: 1.208, data_time: 0.043, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9109, loss_cls: 1.0130, loss: 1.0130, grad_norm: 5.9346 2021-06-17 21:49:35,529 - mmaction - INFO - Epoch [34][960/3757] lr: 1.000e-03, eta: 21:50:05, time: 1.144, data_time: 0.124, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9062, loss_cls: 1.0377, loss: 1.0377, grad_norm: 5.9174 2021-06-17 21:49:56,771 - mmaction - INFO - Epoch [34][980/3757] lr: 1.000e-03, eta: 21:49:38, time: 1.061, data_time: 0.236, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8969, loss_cls: 1.0878, loss: 1.0878, grad_norm: 6.1476 2021-06-17 21:50:21,558 - mmaction - INFO - Epoch [34][1000/3757] lr: 1.000e-03, eta: 21:49:13, time: 1.240, data_time: 0.226, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9078, loss_cls: 1.0405, loss: 1.0405, grad_norm: 6.0080 2021-06-17 21:50:43,586 - mmaction - INFO - Epoch [34][1020/3757] lr: 1.000e-03, eta: 21:48:46, time: 1.102, data_time: 0.179, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.0705, loss: 1.0705, grad_norm: 5.9193 2021-06-17 21:51:07,519 - mmaction - INFO - Epoch [34][1040/3757] lr: 1.000e-03, eta: 21:48:21, time: 1.197, data_time: 0.188, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9094, loss_cls: 0.9807, loss: 0.9807, grad_norm: 5.9567 2021-06-17 21:51:29,328 - mmaction - INFO - Epoch [34][1060/3757] lr: 1.000e-03, eta: 21:47:54, time: 1.090, data_time: 0.001, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9062, loss_cls: 1.0364, loss: 1.0364, grad_norm: 6.0454 2021-06-17 21:51:53,185 - mmaction - INFO - Epoch [34][1080/3757] lr: 1.000e-03, eta: 21:47:29, time: 1.192, data_time: 0.002, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8992, loss_cls: 1.1017, loss: 1.1017, grad_norm: 6.1035 2021-06-17 21:52:16,052 - mmaction - INFO - Epoch [34][1100/3757] lr: 1.000e-03, eta: 21:47:02, time: 1.143, data_time: 0.002, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8992, loss_cls: 1.0659, loss: 1.0659, grad_norm: 6.1103 2021-06-17 21:52:39,705 - mmaction - INFO - Epoch [34][1120/3757] lr: 1.000e-03, eta: 21:46:37, time: 1.184, data_time: 0.004, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0595, loss: 1.0595, grad_norm: 6.2045 2021-06-17 21:53:02,936 - mmaction - INFO - Epoch [34][1140/3757] lr: 1.000e-03, eta: 21:46:11, time: 1.158, data_time: 0.028, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9000, loss_cls: 1.0828, loss: 1.0828, grad_norm: 5.9783 2021-06-17 21:53:26,753 - mmaction - INFO - Epoch [34][1160/3757] lr: 1.000e-03, eta: 21:45:45, time: 1.195, data_time: 0.006, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8961, loss_cls: 1.0872, loss: 1.0872, grad_norm: 6.1136 2021-06-17 21:53:47,614 - mmaction - INFO - Epoch [34][1180/3757] lr: 1.000e-03, eta: 21:45:18, time: 1.042, data_time: 0.001, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8891, loss_cls: 1.1358, loss: 1.1358, grad_norm: 6.2038 2021-06-17 21:54:10,431 - mmaction - INFO - Epoch [34][1200/3757] lr: 1.000e-03, eta: 21:44:52, time: 1.138, data_time: 0.002, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9078, loss_cls: 1.0461, loss: 1.0461, grad_norm: 6.0959 2021-06-17 21:54:33,513 - mmaction - INFO - Epoch [34][1220/3757] lr: 1.000e-03, eta: 21:44:26, time: 1.157, data_time: 0.050, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9062, loss_cls: 1.0650, loss: 1.0650, grad_norm: 5.8855 2021-06-17 21:54:57,418 - mmaction - INFO - Epoch [34][1240/3757] lr: 1.000e-03, eta: 21:44:01, time: 1.195, data_time: 0.003, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9094, loss_cls: 0.9894, loss: 0.9894, grad_norm: 5.8854 2021-06-17 21:55:20,348 - mmaction - INFO - Epoch [34][1260/3757] lr: 1.000e-03, eta: 21:43:35, time: 1.146, data_time: 0.002, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9000, loss_cls: 1.0584, loss: 1.0584, grad_norm: 6.1764 2021-06-17 21:55:43,717 - mmaction - INFO - Epoch [34][1280/3757] lr: 1.000e-03, eta: 21:43:09, time: 1.169, data_time: 0.002, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8906, loss_cls: 1.1441, loss: 1.1441, grad_norm: 6.2444 2021-06-17 21:56:05,209 - mmaction - INFO - Epoch [34][1300/3757] lr: 1.000e-03, eta: 21:42:42, time: 1.074, data_time: 0.001, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9016, loss_cls: 1.0645, loss: 1.0645, grad_norm: 6.2758 2021-06-17 21:56:29,528 - mmaction - INFO - Epoch [34][1320/3757] lr: 1.000e-03, eta: 21:42:17, time: 1.215, data_time: 0.015, memory: 7080, top1_acc: 0.7141, top5_acc: 0.9062, loss_cls: 1.0967, loss: 1.0967, grad_norm: 6.3784 2021-06-17 21:56:52,050 - mmaction - INFO - Epoch [34][1340/3757] lr: 1.000e-03, eta: 21:41:51, time: 1.126, data_time: 0.083, memory: 7080, top1_acc: 0.7156, top5_acc: 0.9070, loss_cls: 1.0537, loss: 1.0537, grad_norm: 6.1981 2021-06-17 21:57:15,426 - mmaction - INFO - Epoch [34][1360/3757] lr: 1.000e-03, eta: 21:41:25, time: 1.171, data_time: 0.021, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0560, loss: 1.0560, grad_norm: 6.1867 2021-06-17 21:57:37,704 - mmaction - INFO - Epoch [34][1380/3757] lr: 1.000e-03, eta: 21:40:59, time: 1.114, data_time: 0.011, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8922, loss_cls: 1.1027, loss: 1.1027, grad_norm: 6.2317 2021-06-17 21:57:59,506 - mmaction - INFO - Epoch [34][1400/3757] lr: 1.000e-03, eta: 21:40:32, time: 1.090, data_time: 0.107, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8969, loss_cls: 1.0670, loss: 1.0670, grad_norm: 6.1473 2021-06-17 21:58:22,732 - mmaction - INFO - Epoch [34][1420/3757] lr: 1.000e-03, eta: 21:40:06, time: 1.161, data_time: 0.073, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9008, loss_cls: 1.0955, loss: 1.0955, grad_norm: 6.1816 2021-06-17 21:58:46,950 - mmaction - INFO - Epoch [34][1440/3757] lr: 1.000e-03, eta: 21:39:41, time: 1.211, data_time: 0.209, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.0784, loss: 1.0784, grad_norm: 6.1481 2021-06-17 21:59:10,638 - mmaction - INFO - Epoch [34][1460/3757] lr: 1.000e-03, eta: 21:39:15, time: 1.182, data_time: 0.027, memory: 7080, top1_acc: 0.7180, top5_acc: 0.9016, loss_cls: 1.0928, loss: 1.0928, grad_norm: 6.0406 2021-06-17 21:59:34,254 - mmaction - INFO - Epoch [34][1480/3757] lr: 1.000e-03, eta: 21:38:50, time: 1.184, data_time: 0.005, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9078, loss_cls: 0.9971, loss: 0.9971, grad_norm: 6.0686 2021-06-17 21:59:55,494 - mmaction - INFO - Epoch [34][1500/3757] lr: 1.000e-03, eta: 21:38:23, time: 1.062, data_time: 0.001, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9102, loss_cls: 0.9999, loss: 0.9999, grad_norm: 5.8776 2021-06-17 22:00:19,704 - mmaction - INFO - Epoch [34][1520/3757] lr: 1.000e-03, eta: 21:37:57, time: 1.210, data_time: 0.001, memory: 7080, top1_acc: 0.7156, top5_acc: 0.9008, loss_cls: 1.0650, loss: 1.0650, grad_norm: 6.1053 2021-06-17 22:00:41,749 - mmaction - INFO - Epoch [34][1540/3757] lr: 1.000e-03, eta: 21:37:31, time: 1.101, data_time: 0.004, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9102, loss_cls: 0.9978, loss: 0.9978, grad_norm: 5.8836 2021-06-17 22:01:03,576 - mmaction - INFO - Epoch [34][1560/3757] lr: 1.000e-03, eta: 21:37:04, time: 1.092, data_time: 0.012, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9117, loss_cls: 1.0022, loss: 1.0022, grad_norm: 5.9532 2021-06-17 22:01:26,033 - mmaction - INFO - Epoch [34][1580/3757] lr: 1.000e-03, eta: 21:36:38, time: 1.122, data_time: 0.130, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8867, loss_cls: 1.1406, loss: 1.1406, grad_norm: 6.2742 2021-06-17 22:01:50,561 - mmaction - INFO - Epoch [34][1600/3757] lr: 1.000e-03, eta: 21:36:13, time: 1.219, data_time: 0.005, memory: 7080, top1_acc: 0.7180, top5_acc: 0.9008, loss_cls: 1.0861, loss: 1.0861, grad_norm: 6.3296 2021-06-17 22:02:13,951 - mmaction - INFO - Epoch [34][1620/3757] lr: 1.000e-03, eta: 21:35:47, time: 1.179, data_time: 0.011, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9055, loss_cls: 1.0954, loss: 1.0954, grad_norm: 6.0592 2021-06-17 22:02:36,485 - mmaction - INFO - Epoch [34][1640/3757] lr: 1.000e-03, eta: 21:35:21, time: 1.126, data_time: 0.001, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9031, loss_cls: 1.0938, loss: 1.0938, grad_norm: 6.1699 2021-06-17 22:02:59,244 - mmaction - INFO - Epoch [34][1660/3757] lr: 1.000e-03, eta: 21:34:55, time: 1.138, data_time: 0.004, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8867, loss_cls: 1.1150, loss: 1.1150, grad_norm: 6.3968 2021-06-17 22:03:21,573 - mmaction - INFO - Epoch [34][1680/3757] lr: 1.000e-03, eta: 21:34:29, time: 1.115, data_time: 0.003, memory: 7080, top1_acc: 0.7359, top5_acc: 0.8922, loss_cls: 1.0723, loss: 1.0723, grad_norm: 6.1684 2021-06-17 22:03:44,051 - mmaction - INFO - Epoch [34][1700/3757] lr: 1.000e-03, eta: 21:34:02, time: 1.125, data_time: 0.026, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9055, loss_cls: 1.0591, loss: 1.0591, grad_norm: 6.3542 2021-06-17 22:04:06,038 - mmaction - INFO - Epoch [34][1720/3757] lr: 1.000e-03, eta: 21:33:36, time: 1.099, data_time: 0.211, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9102, loss_cls: 1.0447, loss: 1.0447, grad_norm: 5.9984 2021-06-17 22:04:28,713 - mmaction - INFO - Epoch [34][1740/3757] lr: 1.000e-03, eta: 21:33:10, time: 1.133, data_time: 0.438, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8984, loss_cls: 1.1498, loss: 1.1498, grad_norm: 6.5514 2021-06-17 22:04:52,730 - mmaction - INFO - Epoch [34][1760/3757] lr: 1.000e-03, eta: 21:32:44, time: 1.200, data_time: 0.082, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8984, loss_cls: 1.1525, loss: 1.1525, grad_norm: 6.4792 2021-06-17 22:05:14,423 - mmaction - INFO - Epoch [34][1780/3757] lr: 1.000e-03, eta: 21:32:18, time: 1.087, data_time: 0.016, memory: 7080, top1_acc: 0.7320, top5_acc: 0.8922, loss_cls: 1.0632, loss: 1.0632, grad_norm: 5.9064 2021-06-17 22:05:37,763 - mmaction - INFO - Epoch [34][1800/3757] lr: 1.000e-03, eta: 21:31:52, time: 1.162, data_time: 0.094, memory: 7080, top1_acc: 0.7078, top5_acc: 0.9000, loss_cls: 1.0817, loss: 1.0817, grad_norm: 6.2583 2021-06-17 22:06:00,392 - mmaction - INFO - Epoch [34][1820/3757] lr: 1.000e-03, eta: 21:31:26, time: 1.135, data_time: 0.152, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9062, loss_cls: 1.0440, loss: 1.0440, grad_norm: 6.1825 2021-06-17 22:06:23,737 - mmaction - INFO - Epoch [34][1840/3757] lr: 1.000e-03, eta: 21:31:00, time: 1.168, data_time: 0.211, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9055, loss_cls: 1.0192, loss: 1.0192, grad_norm: 6.2266 2021-06-17 22:06:46,692 - mmaction - INFO - Epoch [34][1860/3757] lr: 1.000e-03, eta: 21:30:34, time: 1.148, data_time: 0.019, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8953, loss_cls: 1.0790, loss: 1.0790, grad_norm: 6.3186 2021-06-17 22:07:07,682 - mmaction - INFO - Epoch [34][1880/3757] lr: 1.000e-03, eta: 21:30:07, time: 1.049, data_time: 0.002, memory: 7080, top1_acc: 0.6992, top5_acc: 0.9000, loss_cls: 1.1346, loss: 1.1346, grad_norm: 6.2260 2021-06-17 22:07:30,624 - mmaction - INFO - Epoch [34][1900/3757] lr: 1.000e-03, eta: 21:29:41, time: 1.145, data_time: 0.031, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8984, loss_cls: 1.0662, loss: 1.0662, grad_norm: 6.1883 2021-06-17 22:07:53,318 - mmaction - INFO - Epoch [34][1920/3757] lr: 1.000e-03, eta: 21:29:15, time: 1.138, data_time: 0.150, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9000, loss_cls: 1.0433, loss: 1.0433, grad_norm: 6.2658 2021-06-17 22:08:16,917 - mmaction - INFO - Epoch [34][1940/3757] lr: 1.000e-03, eta: 21:28:49, time: 1.180, data_time: 0.105, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8875, loss_cls: 1.1326, loss: 1.1326, grad_norm: 6.4797 2021-06-17 22:08:40,173 - mmaction - INFO - Epoch [34][1960/3757] lr: 1.000e-03, eta: 21:28:24, time: 1.163, data_time: 0.066, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.1167, loss: 1.1167, grad_norm: 6.2627 2021-06-17 22:09:03,754 - mmaction - INFO - Epoch [34][1980/3757] lr: 1.000e-03, eta: 21:27:58, time: 1.176, data_time: 0.139, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.1658, loss: 1.1658, grad_norm: 6.3166 2021-06-17 22:09:26,765 - mmaction - INFO - Epoch [34][2000/3757] lr: 1.000e-03, eta: 21:27:32, time: 1.153, data_time: 0.025, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9102, loss_cls: 1.0518, loss: 1.0518, grad_norm: 6.1996 2021-06-17 22:09:49,068 - mmaction - INFO - Epoch [34][2020/3757] lr: 1.000e-03, eta: 21:27:06, time: 1.115, data_time: 0.174, memory: 7080, top1_acc: 0.7180, top5_acc: 0.9016, loss_cls: 1.0986, loss: 1.0986, grad_norm: 6.2218 2021-06-17 22:10:11,226 - mmaction - INFO - Epoch [34][2040/3757] lr: 1.000e-03, eta: 21:26:39, time: 1.104, data_time: 0.093, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9008, loss_cls: 1.1053, loss: 1.1053, grad_norm: 6.2754 2021-06-17 22:10:33,673 - mmaction - INFO - Epoch [34][2060/3757] lr: 1.000e-03, eta: 21:26:13, time: 1.125, data_time: 0.087, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9070, loss_cls: 1.0620, loss: 1.0620, grad_norm: 6.1852 2021-06-17 22:10:56,868 - mmaction - INFO - Epoch [34][2080/3757] lr: 1.000e-03, eta: 21:25:47, time: 1.160, data_time: 0.143, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9055, loss_cls: 1.0035, loss: 1.0035, grad_norm: 5.9622 2021-06-17 22:11:18,700 - mmaction - INFO - Epoch [34][2100/3757] lr: 1.000e-03, eta: 21:25:21, time: 1.091, data_time: 0.175, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9156, loss_cls: 1.0132, loss: 1.0132, grad_norm: 5.9297 2021-06-17 22:11:42,725 - mmaction - INFO - Epoch [34][2120/3757] lr: 1.000e-03, eta: 21:24:55, time: 1.202, data_time: 0.353, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9000, loss_cls: 1.0806, loss: 1.0806, grad_norm: 6.1562 2021-06-17 22:12:05,111 - mmaction - INFO - Epoch [34][2140/3757] lr: 1.000e-03, eta: 21:24:29, time: 1.120, data_time: 0.180, memory: 7080, top1_acc: 0.7039, top5_acc: 0.9008, loss_cls: 1.0951, loss: 1.0951, grad_norm: 6.2082 2021-06-17 22:12:27,948 - mmaction - INFO - Epoch [34][2160/3757] lr: 1.000e-03, eta: 21:24:03, time: 1.142, data_time: 0.250, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8859, loss_cls: 1.1939, loss: 1.1939, grad_norm: 6.4683 2021-06-17 22:12:51,025 - mmaction - INFO - Epoch [34][2180/3757] lr: 1.000e-03, eta: 21:23:37, time: 1.152, data_time: 0.077, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9039, loss_cls: 1.0779, loss: 1.0779, grad_norm: 6.1809 2021-06-17 22:13:13,841 - mmaction - INFO - Epoch [34][2200/3757] lr: 1.000e-03, eta: 21:23:11, time: 1.142, data_time: 0.108, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.0782, loss: 1.0782, grad_norm: 6.1897 2021-06-17 22:13:37,701 - mmaction - INFO - Epoch [34][2220/3757] lr: 1.000e-03, eta: 21:22:46, time: 1.193, data_time: 0.028, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9039, loss_cls: 1.0640, loss: 1.0640, grad_norm: 6.2711 2021-06-17 22:14:01,319 - mmaction - INFO - Epoch [34][2240/3757] lr: 1.000e-03, eta: 21:22:20, time: 1.181, data_time: 0.228, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8984, loss_cls: 1.0644, loss: 1.0644, grad_norm: 6.0038 2021-06-17 22:14:23,115 - mmaction - INFO - Epoch [34][2260/3757] lr: 1.000e-03, eta: 21:21:54, time: 1.088, data_time: 0.170, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8953, loss_cls: 1.1369, loss: 1.1369, grad_norm: 6.2895 2021-06-17 22:14:45,340 - mmaction - INFO - Epoch [34][2280/3757] lr: 1.000e-03, eta: 21:21:27, time: 1.111, data_time: 0.116, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8852, loss_cls: 1.1332, loss: 1.1332, grad_norm: 6.2976 2021-06-17 22:15:09,603 - mmaction - INFO - Epoch [34][2300/3757] lr: 1.000e-03, eta: 21:21:02, time: 1.214, data_time: 0.082, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8938, loss_cls: 1.0976, loss: 1.0976, grad_norm: 6.3532 2021-06-17 22:15:31,395 - mmaction - INFO - Epoch [34][2320/3757] lr: 1.000e-03, eta: 21:20:35, time: 1.090, data_time: 0.073, memory: 7080, top1_acc: 0.7328, top5_acc: 0.8945, loss_cls: 1.0585, loss: 1.0585, grad_norm: 6.1262 2021-06-17 22:15:53,993 - mmaction - INFO - Epoch [34][2340/3757] lr: 1.000e-03, eta: 21:20:09, time: 1.125, data_time: 0.085, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9164, loss_cls: 1.0293, loss: 1.0293, grad_norm: 6.1554 2021-06-17 22:16:16,222 - mmaction - INFO - Epoch [34][2360/3757] lr: 1.000e-03, eta: 21:19:43, time: 1.116, data_time: 0.144, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9078, loss_cls: 1.0704, loss: 1.0704, grad_norm: 6.2928 2021-06-17 22:16:39,294 - mmaction - INFO - Epoch [34][2380/3757] lr: 1.000e-03, eta: 21:19:17, time: 1.153, data_time: 0.214, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8930, loss_cls: 1.0841, loss: 1.0841, grad_norm: 6.2772 2021-06-17 22:17:01,772 - mmaction - INFO - Epoch [34][2400/3757] lr: 1.000e-03, eta: 21:18:51, time: 1.124, data_time: 0.027, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8891, loss_cls: 1.1134, loss: 1.1134, grad_norm: 6.1250 2021-06-17 22:17:24,114 - mmaction - INFO - Epoch [34][2420/3757] lr: 1.000e-03, eta: 21:18:25, time: 1.116, data_time: 0.186, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1450, loss: 1.1450, grad_norm: 6.3239 2021-06-17 22:17:46,461 - mmaction - INFO - Epoch [34][2440/3757] lr: 1.000e-03, eta: 21:17:58, time: 1.117, data_time: 0.458, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.1011, loss: 1.1011, grad_norm: 6.2135 2021-06-17 22:18:08,501 - mmaction - INFO - Epoch [34][2460/3757] lr: 1.000e-03, eta: 21:17:32, time: 1.101, data_time: 0.294, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8945, loss_cls: 1.1172, loss: 1.1172, grad_norm: 6.4254 2021-06-17 22:18:31,467 - mmaction - INFO - Epoch [34][2480/3757] lr: 1.000e-03, eta: 21:17:06, time: 1.149, data_time: 0.017, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9023, loss_cls: 1.0910, loss: 1.0910, grad_norm: 6.2799 2021-06-17 22:18:53,975 - mmaction - INFO - Epoch [34][2500/3757] lr: 1.000e-03, eta: 21:16:40, time: 1.125, data_time: 0.146, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9039, loss_cls: 1.0408, loss: 1.0408, grad_norm: 6.0925 2021-06-17 22:19:17,585 - mmaction - INFO - Epoch [34][2520/3757] lr: 1.000e-03, eta: 21:16:14, time: 1.182, data_time: 0.071, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9023, loss_cls: 1.0532, loss: 1.0532, grad_norm: 5.9798 2021-06-17 22:19:39,774 - mmaction - INFO - Epoch [34][2540/3757] lr: 1.000e-03, eta: 21:15:48, time: 1.106, data_time: 0.039, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9023, loss_cls: 1.0946, loss: 1.0946, grad_norm: 6.2535 2021-06-17 22:20:02,272 - mmaction - INFO - Epoch [34][2560/3757] lr: 1.000e-03, eta: 21:15:22, time: 1.128, data_time: 0.146, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.1572, loss: 1.1572, grad_norm: 6.2098 2021-06-17 22:20:24,491 - mmaction - INFO - Epoch [34][2580/3757] lr: 1.000e-03, eta: 21:14:56, time: 1.106, data_time: 0.143, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9062, loss_cls: 1.0690, loss: 1.0690, grad_norm: 6.1488 2021-06-17 22:20:46,565 - mmaction - INFO - Epoch [34][2600/3757] lr: 1.000e-03, eta: 21:14:29, time: 1.106, data_time: 0.007, memory: 7080, top1_acc: 0.6945, top5_acc: 0.8875, loss_cls: 1.1612, loss: 1.1612, grad_norm: 6.3756 2021-06-17 22:21:10,427 - mmaction - INFO - Epoch [34][2620/3757] lr: 1.000e-03, eta: 21:14:04, time: 1.193, data_time: 0.005, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.0583, loss: 1.0583, grad_norm: 6.1767 2021-06-17 22:21:31,978 - mmaction - INFO - Epoch [34][2640/3757] lr: 1.000e-03, eta: 21:13:37, time: 1.081, data_time: 0.006, memory: 7080, top1_acc: 0.7117, top5_acc: 0.9023, loss_cls: 1.1057, loss: 1.1057, grad_norm: 6.2144 2021-06-17 22:21:54,968 - mmaction - INFO - Epoch [34][2660/3757] lr: 1.000e-03, eta: 21:13:11, time: 1.149, data_time: 0.005, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9000, loss_cls: 1.0642, loss: 1.0642, grad_norm: 6.1440 2021-06-17 22:22:19,257 - mmaction - INFO - Epoch [34][2680/3757] lr: 1.000e-03, eta: 21:12:46, time: 1.210, data_time: 0.034, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.1411, loss: 1.1411, grad_norm: 6.3292 2021-06-17 22:22:41,826 - mmaction - INFO - Epoch [34][2700/3757] lr: 1.000e-03, eta: 21:12:20, time: 1.133, data_time: 0.236, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8961, loss_cls: 1.1094, loss: 1.1094, grad_norm: 6.1052 2021-06-17 22:23:06,297 - mmaction - INFO - Epoch [34][2720/3757] lr: 1.000e-03, eta: 21:11:55, time: 1.224, data_time: 0.095, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9141, loss_cls: 1.0477, loss: 1.0477, grad_norm: 6.0662 2021-06-17 22:23:28,006 - mmaction - INFO - Epoch [34][2740/3757] lr: 1.000e-03, eta: 21:11:28, time: 1.082, data_time: 0.003, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8984, loss_cls: 1.0809, loss: 1.0809, grad_norm: 6.1673 2021-06-17 22:23:49,476 - mmaction - INFO - Epoch [34][2760/3757] lr: 1.000e-03, eta: 21:11:01, time: 1.072, data_time: 0.005, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9031, loss_cls: 1.0567, loss: 1.0567, grad_norm: 5.9778 2021-06-17 22:24:11,592 - mmaction - INFO - Epoch [34][2780/3757] lr: 1.000e-03, eta: 21:10:35, time: 1.108, data_time: 0.007, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8969, loss_cls: 1.1063, loss: 1.1063, grad_norm: 6.2583 2021-06-17 22:24:36,000 - mmaction - INFO - Epoch [34][2800/3757] lr: 1.000e-03, eta: 21:10:10, time: 1.224, data_time: 0.017, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8867, loss_cls: 1.1635, loss: 1.1635, grad_norm: 6.3369 2021-06-17 22:24:59,077 - mmaction - INFO - Epoch [34][2820/3757] lr: 1.000e-03, eta: 21:09:44, time: 1.148, data_time: 0.002, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8922, loss_cls: 1.1412, loss: 1.1412, grad_norm: 6.3256 2021-06-17 22:25:21,884 - mmaction - INFO - Epoch [34][2840/3757] lr: 1.000e-03, eta: 21:09:18, time: 1.146, data_time: 0.055, memory: 7080, top1_acc: 0.7320, top5_acc: 0.8984, loss_cls: 1.0605, loss: 1.0605, grad_norm: 6.1717 2021-06-17 22:25:45,125 - mmaction - INFO - Epoch [34][2860/3757] lr: 1.000e-03, eta: 21:08:52, time: 1.162, data_time: 0.135, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8992, loss_cls: 1.0787, loss: 1.0787, grad_norm: 6.1779 2021-06-17 22:26:08,655 - mmaction - INFO - Epoch [34][2880/3757] lr: 1.000e-03, eta: 21:08:27, time: 1.177, data_time: 0.183, memory: 7080, top1_acc: 0.7133, top5_acc: 0.9047, loss_cls: 1.0905, loss: 1.0905, grad_norm: 6.4181 2021-06-17 22:26:30,947 - mmaction - INFO - Epoch [34][2900/3757] lr: 1.000e-03, eta: 21:08:00, time: 1.114, data_time: 0.090, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8977, loss_cls: 1.1298, loss: 1.1298, grad_norm: 6.3009 2021-06-17 22:26:53,991 - mmaction - INFO - Epoch [34][2920/3757] lr: 1.000e-03, eta: 21:07:34, time: 1.153, data_time: 0.101, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9109, loss_cls: 1.0198, loss: 1.0198, grad_norm: 6.0529 2021-06-17 22:27:15,932 - mmaction - INFO - Epoch [34][2940/3757] lr: 1.000e-03, eta: 21:07:08, time: 1.097, data_time: 0.118, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9070, loss_cls: 1.0668, loss: 1.0668, grad_norm: 6.1859 2021-06-17 22:27:38,222 - mmaction - INFO - Epoch [34][2960/3757] lr: 1.000e-03, eta: 21:06:42, time: 1.112, data_time: 0.154, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9000, loss_cls: 1.0933, loss: 1.0933, grad_norm: 6.0397 2021-06-17 22:28:00,286 - mmaction - INFO - Epoch [34][2980/3757] lr: 1.000e-03, eta: 21:06:16, time: 1.105, data_time: 0.330, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9250, loss_cls: 0.9434, loss: 0.9434, grad_norm: 5.9613 2021-06-17 22:28:23,252 - mmaction - INFO - Epoch [34][3000/3757] lr: 1.000e-03, eta: 21:05:50, time: 1.148, data_time: 0.295, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8914, loss_cls: 1.0885, loss: 1.0885, grad_norm: 6.2802 2021-06-17 22:28:46,075 - mmaction - INFO - Epoch [34][3020/3757] lr: 1.000e-03, eta: 21:05:24, time: 1.142, data_time: 0.157, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9133, loss_cls: 0.9855, loss: 0.9855, grad_norm: 5.9728 2021-06-17 22:29:08,678 - mmaction - INFO - Epoch [34][3040/3757] lr: 1.000e-03, eta: 21:04:58, time: 1.130, data_time: 0.266, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8953, loss_cls: 1.1160, loss: 1.1160, grad_norm: 6.3125 2021-06-17 22:29:31,463 - mmaction - INFO - Epoch [34][3060/3757] lr: 1.000e-03, eta: 21:04:32, time: 1.140, data_time: 0.056, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8977, loss_cls: 1.0808, loss: 1.0808, grad_norm: 6.1653 2021-06-17 22:29:54,420 - mmaction - INFO - Epoch [34][3080/3757] lr: 1.000e-03, eta: 21:04:06, time: 1.148, data_time: 0.109, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9031, loss_cls: 1.0549, loss: 1.0549, grad_norm: 6.0157 2021-06-17 22:30:17,650 - mmaction - INFO - Epoch [34][3100/3757] lr: 1.000e-03, eta: 21:03:40, time: 1.159, data_time: 0.065, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8945, loss_cls: 1.1380, loss: 1.1380, grad_norm: 6.3173 2021-06-17 22:30:39,791 - mmaction - INFO - Epoch [34][3120/3757] lr: 1.000e-03, eta: 21:03:14, time: 1.110, data_time: 0.164, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8875, loss_cls: 1.1310, loss: 1.1310, grad_norm: 6.2303 2021-06-17 22:31:02,631 - mmaction - INFO - Epoch [34][3140/3757] lr: 1.000e-03, eta: 21:02:48, time: 1.142, data_time: 0.082, memory: 7080, top1_acc: 0.6930, top5_acc: 0.9008, loss_cls: 1.1695, loss: 1.1695, grad_norm: 6.4054 2021-06-17 22:31:26,198 - mmaction - INFO - Epoch [34][3160/3757] lr: 1.000e-03, eta: 21:02:22, time: 1.178, data_time: 0.001, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8906, loss_cls: 1.0905, loss: 1.0905, grad_norm: 6.1843 2021-06-17 22:31:49,736 - mmaction - INFO - Epoch [34][3180/3757] lr: 1.000e-03, eta: 21:01:56, time: 1.177, data_time: 0.001, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1441, loss: 1.1441, grad_norm: 6.2778 2021-06-17 22:32:11,531 - mmaction - INFO - Epoch [34][3200/3757] lr: 1.000e-03, eta: 21:01:30, time: 1.088, data_time: 0.002, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9008, loss_cls: 1.0669, loss: 1.0669, grad_norm: 6.0475 2021-06-17 22:32:35,093 - mmaction - INFO - Epoch [34][3220/3757] lr: 1.000e-03, eta: 21:01:04, time: 1.176, data_time: 0.003, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8852, loss_cls: 1.1444, loss: 1.1444, grad_norm: 6.2506 2021-06-17 22:32:56,882 - mmaction - INFO - Epoch [34][3240/3757] lr: 1.000e-03, eta: 21:00:38, time: 1.093, data_time: 0.165, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9062, loss_cls: 1.0213, loss: 1.0213, grad_norm: 5.8980 2021-06-17 22:33:19,667 - mmaction - INFO - Epoch [34][3260/3757] lr: 1.000e-03, eta: 21:00:12, time: 1.140, data_time: 0.334, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0811, loss: 1.0811, grad_norm: 6.0337 2021-06-17 22:33:42,191 - mmaction - INFO - Epoch [34][3280/3757] lr: 1.000e-03, eta: 20:59:46, time: 1.123, data_time: 0.161, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8898, loss_cls: 1.1054, loss: 1.1054, grad_norm: 6.0764 2021-06-17 22:34:05,506 - mmaction - INFO - Epoch [34][3300/3757] lr: 1.000e-03, eta: 20:59:20, time: 1.164, data_time: 0.105, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9180, loss_cls: 1.0076, loss: 1.0076, grad_norm: 6.0341 2021-06-17 22:34:27,657 - mmaction - INFO - Epoch [34][3320/3757] lr: 1.000e-03, eta: 20:58:54, time: 1.113, data_time: 0.137, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9039, loss_cls: 1.0658, loss: 1.0658, grad_norm: 6.0756 2021-06-17 22:34:50,211 - mmaction - INFO - Epoch [34][3340/3757] lr: 1.000e-03, eta: 20:58:28, time: 1.125, data_time: 0.149, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9109, loss_cls: 1.0426, loss: 1.0426, grad_norm: 6.0253 2021-06-17 22:35:13,768 - mmaction - INFO - Epoch [34][3360/3757] lr: 1.000e-03, eta: 20:58:02, time: 1.179, data_time: 0.059, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8992, loss_cls: 1.0699, loss: 1.0699, grad_norm: 5.9768 2021-06-17 22:35:37,847 - mmaction - INFO - Epoch [34][3380/3757] lr: 1.000e-03, eta: 20:57:37, time: 1.205, data_time: 0.187, memory: 7080, top1_acc: 0.7320, top5_acc: 0.8883, loss_cls: 1.0851, loss: 1.0851, grad_norm: 6.2271 2021-06-17 22:36:00,553 - mmaction - INFO - Epoch [34][3400/3757] lr: 1.000e-03, eta: 20:57:11, time: 1.135, data_time: 0.171, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8883, loss_cls: 1.1081, loss: 1.1081, grad_norm: 6.1501 2021-06-17 22:36:22,006 - mmaction - INFO - Epoch [34][3420/3757] lr: 1.000e-03, eta: 20:56:44, time: 1.073, data_time: 0.003, memory: 7080, top1_acc: 0.7359, top5_acc: 0.8953, loss_cls: 1.0638, loss: 1.0638, grad_norm: 6.0005 2021-06-17 22:36:44,155 - mmaction - INFO - Epoch [34][3440/3757] lr: 1.000e-03, eta: 20:56:18, time: 1.107, data_time: 0.001, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9008, loss_cls: 1.0608, loss: 1.0608, grad_norm: 6.0831 2021-06-17 22:37:07,341 - mmaction - INFO - Epoch [34][3460/3757] lr: 1.000e-03, eta: 20:55:52, time: 1.158, data_time: 0.228, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9148, loss_cls: 1.0311, loss: 1.0311, grad_norm: 6.2593 2021-06-17 22:37:29,908 - mmaction - INFO - Epoch [34][3480/3757] lr: 1.000e-03, eta: 20:55:26, time: 1.130, data_time: 0.223, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8938, loss_cls: 1.1476, loss: 1.1476, grad_norm: 6.3783 2021-06-17 22:37:52,477 - mmaction - INFO - Epoch [34][3500/3757] lr: 1.000e-03, eta: 20:55:00, time: 1.128, data_time: 0.107, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8992, loss_cls: 1.0856, loss: 1.0856, grad_norm: 6.0177 2021-06-17 22:38:16,254 - mmaction - INFO - Epoch [34][3520/3757] lr: 1.000e-03, eta: 20:54:34, time: 1.189, data_time: 0.087, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8961, loss_cls: 1.1563, loss: 1.1563, grad_norm: 6.3196 2021-06-17 22:38:40,097 - mmaction - INFO - Epoch [34][3540/3757] lr: 1.000e-03, eta: 20:54:09, time: 1.193, data_time: 0.086, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8969, loss_cls: 1.0841, loss: 1.0841, grad_norm: 6.2486 2021-06-17 22:39:02,070 - mmaction - INFO - Epoch [34][3560/3757] lr: 1.000e-03, eta: 20:53:42, time: 1.096, data_time: 0.128, memory: 7080, top1_acc: 0.7359, top5_acc: 0.8992, loss_cls: 1.0537, loss: 1.0537, grad_norm: 5.9930 2021-06-17 22:39:25,889 - mmaction - INFO - Epoch [34][3580/3757] lr: 1.000e-03, eta: 20:53:17, time: 1.194, data_time: 0.137, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.1297, loss: 1.1297, grad_norm: 6.3863 2021-06-17 22:39:48,653 - mmaction - INFO - Epoch [34][3600/3757] lr: 1.000e-03, eta: 20:52:51, time: 1.137, data_time: 0.014, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9031, loss_cls: 1.0901, loss: 1.0901, grad_norm: 6.1325 2021-06-17 22:40:11,719 - mmaction - INFO - Epoch [34][3620/3757] lr: 1.000e-03, eta: 20:52:25, time: 1.154, data_time: 0.003, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9047, loss_cls: 1.0721, loss: 1.0721, grad_norm: 6.1524 2021-06-17 22:40:34,306 - mmaction - INFO - Epoch [34][3640/3757] lr: 1.000e-03, eta: 20:51:59, time: 1.130, data_time: 0.017, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8750, loss_cls: 1.1620, loss: 1.1620, grad_norm: 6.1635 2021-06-17 22:40:56,476 - mmaction - INFO - Epoch [34][3660/3757] lr: 1.000e-03, eta: 20:51:33, time: 1.107, data_time: 0.029, memory: 7080, top1_acc: 0.7391, top5_acc: 0.8977, loss_cls: 1.0746, loss: 1.0746, grad_norm: 6.1736 2021-06-17 22:41:19,123 - mmaction - INFO - Epoch [34][3680/3757] lr: 1.000e-03, eta: 20:51:07, time: 1.133, data_time: 0.034, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8883, loss_cls: 1.1219, loss: 1.1219, grad_norm: 6.1488 2021-06-17 22:41:42,435 - mmaction - INFO - Epoch [34][3700/3757] lr: 1.000e-03, eta: 20:50:41, time: 1.166, data_time: 0.004, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9008, loss_cls: 1.0675, loss: 1.0675, grad_norm: 6.1286 2021-06-17 22:42:04,684 - mmaction - INFO - Epoch [34][3720/3757] lr: 1.000e-03, eta: 20:50:15, time: 1.112, data_time: 0.164, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9094, loss_cls: 1.0690, loss: 1.0690, grad_norm: 6.1003 2021-06-17 22:42:28,202 - mmaction - INFO - Epoch [34][3740/3757] lr: 1.000e-03, eta: 20:49:49, time: 1.177, data_time: 0.113, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8969, loss_cls: 1.1038, loss: 1.1038, grad_norm: 6.2261 2021-06-17 22:42:48,422 - mmaction - INFO - Saving checkpoint at 34 epochs 2021-06-17 22:50:39,547 - mmaction - INFO - Epoch [35][20/3757] lr: 1.000e-03, eta: 20:52:23, time: 23.508, data_time: 22.849, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9086, loss_cls: 1.0435, loss: 1.0435, grad_norm: 6.0319 2021-06-17 22:51:02,568 - mmaction - INFO - Epoch [35][40/3757] lr: 1.000e-03, eta: 20:51:57, time: 1.154, data_time: 0.443, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9117, loss_cls: 1.0184, loss: 1.0184, grad_norm: 5.8865 2021-06-17 22:51:23,868 - mmaction - INFO - Epoch [35][60/3757] lr: 1.000e-03, eta: 20:51:30, time: 1.064, data_time: 0.249, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9109, loss_cls: 0.9911, loss: 0.9911, grad_norm: 5.8655 2021-06-17 22:51:46,444 - mmaction - INFO - Epoch [35][80/3757] lr: 1.000e-03, eta: 20:51:04, time: 1.130, data_time: 0.248, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9031, loss_cls: 1.0413, loss: 1.0413, grad_norm: 5.8992 2021-06-17 22:52:08,748 - mmaction - INFO - Epoch [35][100/3757] lr: 1.000e-03, eta: 20:50:38, time: 1.114, data_time: 0.281, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8922, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.3520 2021-06-17 22:52:31,204 - mmaction - INFO - Epoch [35][120/3757] lr: 1.000e-03, eta: 20:50:11, time: 1.119, data_time: 0.128, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8992, loss_cls: 1.0865, loss: 1.0865, grad_norm: 6.0803 2021-06-17 22:52:53,264 - mmaction - INFO - Epoch [35][140/3757] lr: 1.000e-03, eta: 20:49:45, time: 1.108, data_time: 0.006, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8906, loss_cls: 1.1144, loss: 1.1144, grad_norm: 6.2232 2021-06-17 22:53:16,548 - mmaction - INFO - Epoch [35][160/3757] lr: 1.000e-03, eta: 20:49:19, time: 1.164, data_time: 0.077, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1477, loss: 1.1477, grad_norm: 6.4011 2021-06-17 22:53:39,081 - mmaction - INFO - Epoch [35][180/3757] lr: 1.000e-03, eta: 20:48:53, time: 1.125, data_time: 0.071, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9102, loss_cls: 1.0357, loss: 1.0357, grad_norm: 6.1066 2021-06-17 22:54:02,091 - mmaction - INFO - Epoch [35][200/3757] lr: 1.000e-03, eta: 20:48:27, time: 1.148, data_time: 0.281, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8914, loss_cls: 1.1064, loss: 1.1064, grad_norm: 6.3621 2021-06-17 22:54:25,045 - mmaction - INFO - Epoch [35][220/3757] lr: 1.000e-03, eta: 20:48:01, time: 1.151, data_time: 0.043, memory: 7080, top1_acc: 0.7109, top5_acc: 0.9039, loss_cls: 1.1026, loss: 1.1026, grad_norm: 6.2572 2021-06-17 22:54:47,784 - mmaction - INFO - Epoch [35][240/3757] lr: 1.000e-03, eta: 20:47:35, time: 1.137, data_time: 0.001, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8953, loss_cls: 1.0523, loss: 1.0523, grad_norm: 5.8699 2021-06-17 22:55:10,097 - mmaction - INFO - Epoch [35][260/3757] lr: 1.000e-03, eta: 20:47:09, time: 1.116, data_time: 0.016, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9031, loss_cls: 1.1001, loss: 1.1001, grad_norm: 6.1841 2021-06-17 22:55:32,879 - mmaction - INFO - Epoch [35][280/3757] lr: 1.000e-03, eta: 20:46:43, time: 1.137, data_time: 0.003, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9102, loss_cls: 1.0676, loss: 1.0676, grad_norm: 6.2241 2021-06-17 22:55:55,431 - mmaction - INFO - Epoch [35][300/3757] lr: 1.000e-03, eta: 20:46:17, time: 1.129, data_time: 0.037, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9094, loss_cls: 1.0932, loss: 1.0932, grad_norm: 6.2859 2021-06-17 22:56:18,210 - mmaction - INFO - Epoch [35][320/3757] lr: 1.000e-03, eta: 20:45:50, time: 1.139, data_time: 0.111, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9031, loss_cls: 0.9932, loss: 0.9932, grad_norm: 6.0624 2021-06-17 22:56:41,881 - mmaction - INFO - Epoch [35][340/3757] lr: 1.000e-03, eta: 20:45:25, time: 1.184, data_time: 0.053, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9086, loss_cls: 1.0105, loss: 1.0105, grad_norm: 6.1874 2021-06-17 22:57:03,498 - mmaction - INFO - Epoch [35][360/3757] lr: 1.000e-03, eta: 20:44:58, time: 1.081, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9148, loss_cls: 0.9892, loss: 0.9892, grad_norm: 6.0556 2021-06-17 22:57:26,612 - mmaction - INFO - Epoch [35][380/3757] lr: 1.000e-03, eta: 20:44:32, time: 1.155, data_time: 0.004, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9008, loss_cls: 1.0241, loss: 1.0241, grad_norm: 5.9051 2021-06-17 22:57:49,639 - mmaction - INFO - Epoch [35][400/3757] lr: 1.000e-03, eta: 20:44:06, time: 1.152, data_time: 0.047, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8992, loss_cls: 1.1002, loss: 1.1002, grad_norm: 6.2282 2021-06-17 22:58:13,661 - mmaction - INFO - Epoch [35][420/3757] lr: 1.000e-03, eta: 20:43:41, time: 1.201, data_time: 0.007, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8969, loss_cls: 1.0827, loss: 1.0827, grad_norm: 6.0021 2021-06-17 22:58:35,773 - mmaction - INFO - Epoch [35][440/3757] lr: 1.000e-03, eta: 20:43:15, time: 1.106, data_time: 0.141, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.0528, loss: 1.0528, grad_norm: 6.0333 2021-06-17 22:58:59,104 - mmaction - INFO - Epoch [35][460/3757] lr: 1.000e-03, eta: 20:42:49, time: 1.166, data_time: 0.104, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1546, loss: 1.1546, grad_norm: 6.2380 2021-06-17 22:59:21,526 - mmaction - INFO - Epoch [35][480/3757] lr: 1.000e-03, eta: 20:42:23, time: 1.121, data_time: 0.057, memory: 7080, top1_acc: 0.7086, top5_acc: 0.9016, loss_cls: 1.1061, loss: 1.1061, grad_norm: 6.2361 2021-06-17 22:59:44,504 - mmaction - INFO - Epoch [35][500/3757] lr: 1.000e-03, eta: 20:41:57, time: 1.147, data_time: 0.003, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9133, loss_cls: 0.9864, loss: 0.9864, grad_norm: 5.9578 2021-06-17 23:00:06,152 - mmaction - INFO - Epoch [35][520/3757] lr: 1.000e-03, eta: 20:41:30, time: 1.082, data_time: 0.005, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9141, loss_cls: 0.9650, loss: 0.9650, grad_norm: 5.8553 2021-06-17 23:00:28,219 - mmaction - INFO - Epoch [35][540/3757] lr: 1.000e-03, eta: 20:41:04, time: 1.101, data_time: 0.012, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8953, loss_cls: 1.0612, loss: 1.0612, grad_norm: 6.1897 2021-06-17 23:00:50,425 - mmaction - INFO - Epoch [35][560/3757] lr: 1.000e-03, eta: 20:40:38, time: 1.114, data_time: 0.065, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9023, loss_cls: 1.0439, loss: 1.0439, grad_norm: 6.2408 2021-06-17 23:01:13,239 - mmaction - INFO - Epoch [35][580/3757] lr: 1.000e-03, eta: 20:40:12, time: 1.141, data_time: 0.044, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8922, loss_cls: 1.1548, loss: 1.1548, grad_norm: 6.4843 2021-06-17 23:01:36,660 - mmaction - INFO - Epoch [35][600/3757] lr: 1.000e-03, eta: 20:39:46, time: 1.171, data_time: 0.196, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9117, loss_cls: 0.9985, loss: 0.9985, grad_norm: 5.9120 2021-06-17 23:01:59,345 - mmaction - INFO - Epoch [35][620/3757] lr: 1.000e-03, eta: 20:39:20, time: 1.134, data_time: 0.135, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9039, loss_cls: 1.0717, loss: 1.0717, grad_norm: 6.3091 2021-06-17 23:02:22,744 - mmaction - INFO - Epoch [35][640/3757] lr: 1.000e-03, eta: 20:38:54, time: 1.171, data_time: 0.122, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9094, loss_cls: 1.0410, loss: 1.0410, grad_norm: 6.1174 2021-06-17 23:02:46,140 - mmaction - INFO - Epoch [35][660/3757] lr: 1.000e-03, eta: 20:38:28, time: 1.169, data_time: 0.136, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9094, loss_cls: 1.0447, loss: 1.0447, grad_norm: 6.1129 2021-06-17 23:03:09,238 - mmaction - INFO - Epoch [35][680/3757] lr: 1.000e-03, eta: 20:38:02, time: 1.155, data_time: 0.010, memory: 7080, top1_acc: 0.7133, top5_acc: 0.9086, loss_cls: 1.0456, loss: 1.0456, grad_norm: 6.1525 2021-06-17 23:03:32,226 - mmaction - INFO - Epoch [35][700/3757] lr: 1.000e-03, eta: 20:37:36, time: 1.149, data_time: 0.065, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9062, loss_cls: 1.0474, loss: 1.0474, grad_norm: 6.0155 2021-06-17 23:03:54,435 - mmaction - INFO - Epoch [35][720/3757] lr: 1.000e-03, eta: 20:37:10, time: 1.111, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9016, loss_cls: 1.0329, loss: 1.0329, grad_norm: 5.9672 2021-06-17 23:04:16,601 - mmaction - INFO - Epoch [35][740/3757] lr: 1.000e-03, eta: 20:36:44, time: 1.108, data_time: 0.002, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9008, loss_cls: 1.0856, loss: 1.0856, grad_norm: 6.2664 2021-06-17 23:04:40,163 - mmaction - INFO - Epoch [35][760/3757] lr: 1.000e-03, eta: 20:36:18, time: 1.178, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9141, loss_cls: 0.9951, loss: 0.9951, grad_norm: 6.0809 2021-06-17 23:05:01,364 - mmaction - INFO - Epoch [35][780/3757] lr: 1.000e-03, eta: 20:35:51, time: 1.060, data_time: 0.022, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9039, loss_cls: 0.9991, loss: 0.9991, grad_norm: 6.0237 2021-06-17 23:05:24,897 - mmaction - INFO - Epoch [35][800/3757] lr: 1.000e-03, eta: 20:35:26, time: 1.177, data_time: 0.211, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8953, loss_cls: 1.1198, loss: 1.1198, grad_norm: 6.2761 2021-06-17 23:05:47,265 - mmaction - INFO - Epoch [35][820/3757] lr: 1.000e-03, eta: 20:35:00, time: 1.117, data_time: 0.131, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8938, loss_cls: 1.0936, loss: 1.0936, grad_norm: 6.1206 2021-06-17 23:06:10,278 - mmaction - INFO - Epoch [35][840/3757] lr: 1.000e-03, eta: 20:34:34, time: 1.150, data_time: 0.186, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.0818, loss: 1.0818, grad_norm: 6.3411 2021-06-17 23:06:33,816 - mmaction - INFO - Epoch [35][860/3757] lr: 1.000e-03, eta: 20:34:08, time: 1.177, data_time: 0.019, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8922, loss_cls: 1.0750, loss: 1.0750, grad_norm: 6.1689 2021-06-17 23:06:56,298 - mmaction - INFO - Epoch [35][880/3757] lr: 1.000e-03, eta: 20:33:42, time: 1.126, data_time: 0.069, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9055, loss_cls: 1.0484, loss: 1.0484, grad_norm: 6.1632 2021-06-17 23:07:19,380 - mmaction - INFO - Epoch [35][900/3757] lr: 1.000e-03, eta: 20:33:16, time: 1.153, data_time: 0.002, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9000, loss_cls: 1.0924, loss: 1.0924, grad_norm: 6.1833 2021-06-17 23:07:42,288 - mmaction - INFO - Epoch [35][920/3757] lr: 1.000e-03, eta: 20:32:50, time: 1.146, data_time: 0.002, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9070, loss_cls: 1.0485, loss: 1.0485, grad_norm: 6.1899 2021-06-17 23:08:04,444 - mmaction - INFO - Epoch [35][940/3757] lr: 1.000e-03, eta: 20:32:24, time: 1.108, data_time: 0.003, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9141, loss_cls: 1.0204, loss: 1.0204, grad_norm: 5.9616 2021-06-17 23:08:28,654 - mmaction - INFO - Epoch [35][960/3757] lr: 1.000e-03, eta: 20:31:58, time: 1.211, data_time: 0.264, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9109, loss_cls: 0.9719, loss: 0.9719, grad_norm: 5.6885 2021-06-17 23:08:50,456 - mmaction - INFO - Epoch [35][980/3757] lr: 1.000e-03, eta: 20:31:32, time: 1.091, data_time: 0.002, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9016, loss_cls: 1.0543, loss: 1.0543, grad_norm: 6.0599 2021-06-17 23:09:12,866 - mmaction - INFO - Epoch [35][1000/3757] lr: 1.000e-03, eta: 20:31:06, time: 1.120, data_time: 0.002, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9047, loss_cls: 1.0623, loss: 1.0623, grad_norm: 6.1911 2021-06-17 23:09:35,290 - mmaction - INFO - Epoch [35][1020/3757] lr: 1.000e-03, eta: 20:30:40, time: 1.121, data_time: 0.002, memory: 7080, top1_acc: 0.7164, top5_acc: 0.9141, loss_cls: 1.0814, loss: 1.0814, grad_norm: 6.3074 2021-06-17 23:09:58,281 - mmaction - INFO - Epoch [35][1040/3757] lr: 1.000e-03, eta: 20:30:14, time: 1.149, data_time: 0.080, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9031, loss_cls: 1.0958, loss: 1.0958, grad_norm: 6.3542 2021-06-17 23:10:20,220 - mmaction - INFO - Epoch [35][1060/3757] lr: 1.000e-03, eta: 20:29:47, time: 1.098, data_time: 0.273, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8883, loss_cls: 1.0769, loss: 1.0769, grad_norm: 6.1628 2021-06-17 23:10:44,015 - mmaction - INFO - Epoch [35][1080/3757] lr: 1.000e-03, eta: 20:29:22, time: 1.189, data_time: 0.255, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8984, loss_cls: 1.0871, loss: 1.0871, grad_norm: 6.1811 2021-06-17 23:11:06,901 - mmaction - INFO - Epoch [35][1100/3757] lr: 1.000e-03, eta: 20:28:56, time: 1.145, data_time: 0.003, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9016, loss_cls: 1.0651, loss: 1.0651, grad_norm: 6.2728 2021-06-17 23:11:29,971 - mmaction - INFO - Epoch [35][1120/3757] lr: 1.000e-03, eta: 20:28:30, time: 1.154, data_time: 0.001, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9023, loss_cls: 1.0747, loss: 1.0747, grad_norm: 6.1837 2021-06-17 23:11:51,938 - mmaction - INFO - Epoch [35][1140/3757] lr: 1.000e-03, eta: 20:28:03, time: 1.098, data_time: 0.057, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9125, loss_cls: 0.9851, loss: 0.9851, grad_norm: 5.9444 2021-06-17 23:12:15,706 - mmaction - INFO - Epoch [35][1160/3757] lr: 1.000e-03, eta: 20:27:38, time: 1.188, data_time: 0.084, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8977, loss_cls: 1.0418, loss: 1.0418, grad_norm: 5.9846 2021-06-17 23:12:37,704 - mmaction - INFO - Epoch [35][1180/3757] lr: 1.000e-03, eta: 20:27:12, time: 1.098, data_time: 0.101, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9008, loss_cls: 1.0947, loss: 1.0947, grad_norm: 6.2122 2021-06-17 23:13:01,276 - mmaction - INFO - Epoch [35][1200/3757] lr: 1.000e-03, eta: 20:26:46, time: 1.181, data_time: 0.405, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9008, loss_cls: 1.0967, loss: 1.0967, grad_norm: 6.4648 2021-06-17 23:13:23,131 - mmaction - INFO - Epoch [35][1220/3757] lr: 1.000e-03, eta: 20:26:20, time: 1.092, data_time: 0.157, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8898, loss_cls: 1.0890, loss: 1.0890, grad_norm: 6.1820 2021-06-17 23:13:45,417 - mmaction - INFO - Epoch [35][1240/3757] lr: 1.000e-03, eta: 20:25:53, time: 1.115, data_time: 0.093, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9266, loss_cls: 0.9197, loss: 0.9197, grad_norm: 5.9121 2021-06-17 23:14:10,179 - mmaction - INFO - Epoch [35][1260/3757] lr: 1.000e-03, eta: 20:25:28, time: 1.238, data_time: 0.182, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8969, loss_cls: 1.1072, loss: 1.1072, grad_norm: 6.3415 2021-06-17 23:14:31,494 - mmaction - INFO - Epoch [35][1280/3757] lr: 1.000e-03, eta: 20:25:02, time: 1.066, data_time: 0.087, memory: 7080, top1_acc: 0.7328, top5_acc: 0.8961, loss_cls: 1.0166, loss: 1.0166, grad_norm: 6.0581 2021-06-17 23:14:52,931 - mmaction - INFO - Epoch [35][1300/3757] lr: 1.000e-03, eta: 20:24:35, time: 1.064, data_time: 0.020, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8977, loss_cls: 1.0763, loss: 1.0763, grad_norm: 6.2846 2021-06-17 23:15:16,506 - mmaction - INFO - Epoch [35][1320/3757] lr: 1.000e-03, eta: 20:24:09, time: 1.186, data_time: 0.037, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9047, loss_cls: 1.0469, loss: 1.0469, grad_norm: 6.1358 2021-06-17 23:15:40,379 - mmaction - INFO - Epoch [35][1340/3757] lr: 1.000e-03, eta: 20:23:44, time: 1.194, data_time: 0.003, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9039, loss_cls: 1.0770, loss: 1.0770, grad_norm: 6.2183 2021-06-17 23:16:03,479 - mmaction - INFO - Epoch [35][1360/3757] lr: 1.000e-03, eta: 20:23:18, time: 1.155, data_time: 0.001, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9086, loss_cls: 1.1143, loss: 1.1143, grad_norm: 6.4858 2021-06-17 23:16:25,462 - mmaction - INFO - Epoch [35][1380/3757] lr: 1.000e-03, eta: 20:22:52, time: 1.100, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.8938, loss_cls: 1.0535, loss: 1.0535, grad_norm: 5.9576 2021-06-17 23:16:47,611 - mmaction - INFO - Epoch [35][1400/3757] lr: 1.000e-03, eta: 20:22:25, time: 1.107, data_time: 0.001, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9078, loss_cls: 1.0470, loss: 1.0470, grad_norm: 6.2859 2021-06-17 23:17:10,664 - mmaction - INFO - Epoch [35][1420/3757] lr: 1.000e-03, eta: 20:21:59, time: 1.152, data_time: 0.003, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9102, loss_cls: 1.0150, loss: 1.0150, grad_norm: 6.0842 2021-06-17 23:17:33,284 - mmaction - INFO - Epoch [35][1440/3757] lr: 1.000e-03, eta: 20:21:33, time: 1.132, data_time: 0.002, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9047, loss_cls: 1.0692, loss: 1.0692, grad_norm: 6.2215 2021-06-17 23:17:55,641 - mmaction - INFO - Epoch [35][1460/3757] lr: 1.000e-03, eta: 20:21:07, time: 1.116, data_time: 0.002, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8953, loss_cls: 1.1350, loss: 1.1350, grad_norm: 6.4795 2021-06-17 23:18:19,739 - mmaction - INFO - Epoch [35][1480/3757] lr: 1.000e-03, eta: 20:20:42, time: 1.206, data_time: 0.003, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9062, loss_cls: 1.0475, loss: 1.0475, grad_norm: 6.1497 2021-06-17 23:18:42,902 - mmaction - INFO - Epoch [35][1500/3757] lr: 1.000e-03, eta: 20:20:16, time: 1.157, data_time: 0.002, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9039, loss_cls: 1.0595, loss: 1.0595, grad_norm: 6.2799 2021-06-17 23:19:06,383 - mmaction - INFO - Epoch [35][1520/3757] lr: 1.000e-03, eta: 20:19:50, time: 1.176, data_time: 0.003, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9016, loss_cls: 1.0850, loss: 1.0850, grad_norm: 6.0532 2021-06-17 23:19:29,861 - mmaction - INFO - Epoch [35][1540/3757] lr: 1.000e-03, eta: 20:19:25, time: 1.174, data_time: 0.002, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9094, loss_cls: 1.0250, loss: 1.0250, grad_norm: 6.1335 2021-06-17 23:19:51,395 - mmaction - INFO - Epoch [35][1560/3757] lr: 1.000e-03, eta: 20:18:58, time: 1.075, data_time: 0.002, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8953, loss_cls: 1.0967, loss: 1.0967, grad_norm: 6.2624 2021-06-17 23:20:14,433 - mmaction - INFO - Epoch [35][1580/3757] lr: 1.000e-03, eta: 20:18:32, time: 1.154, data_time: 0.003, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8977, loss_cls: 1.1139, loss: 1.1139, grad_norm: 6.2532 2021-06-17 23:20:36,670 - mmaction - INFO - Epoch [35][1600/3757] lr: 1.000e-03, eta: 20:18:06, time: 1.111, data_time: 0.001, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9062, loss_cls: 1.0278, loss: 1.0278, grad_norm: 6.1573 2021-06-17 23:20:58,978 - mmaction - INFO - Epoch [35][1620/3757] lr: 1.000e-03, eta: 20:17:40, time: 1.116, data_time: 0.003, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8906, loss_cls: 1.1435, loss: 1.1435, grad_norm: 6.4578 2021-06-17 23:21:22,810 - mmaction - INFO - Epoch [35][1640/3757] lr: 1.000e-03, eta: 20:17:14, time: 1.191, data_time: 0.002, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1165, loss: 1.1165, grad_norm: 6.2483 2021-06-17 23:21:45,367 - mmaction - INFO - Epoch [35][1660/3757] lr: 1.000e-03, eta: 20:16:48, time: 1.128, data_time: 0.002, memory: 7080, top1_acc: 0.7180, top5_acc: 0.9023, loss_cls: 1.0993, loss: 1.0993, grad_norm: 6.4016 2021-06-17 23:22:07,280 - mmaction - INFO - Epoch [35][1680/3757] lr: 1.000e-03, eta: 20:16:22, time: 1.096, data_time: 0.024, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9070, loss_cls: 1.0361, loss: 1.0361, grad_norm: 6.2936 2021-06-17 23:22:30,076 - mmaction - INFO - Epoch [35][1700/3757] lr: 1.000e-03, eta: 20:15:56, time: 1.140, data_time: 0.020, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9094, loss_cls: 1.0917, loss: 1.0917, grad_norm: 6.2001 2021-06-17 23:22:52,891 - mmaction - INFO - Epoch [35][1720/3757] lr: 1.000e-03, eta: 20:15:30, time: 1.141, data_time: 0.190, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8953, loss_cls: 1.0962, loss: 1.0962, grad_norm: 6.3389 2021-06-17 23:23:16,396 - mmaction - INFO - Epoch [35][1740/3757] lr: 1.000e-03, eta: 20:15:04, time: 1.175, data_time: 0.217, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9023, loss_cls: 1.0628, loss: 1.0628, grad_norm: 6.0593 2021-06-17 23:23:38,701 - mmaction - INFO - Epoch [35][1760/3757] lr: 1.000e-03, eta: 20:14:38, time: 1.113, data_time: 0.283, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8945, loss_cls: 1.0814, loss: 1.0814, grad_norm: 6.2744 2021-06-17 23:24:02,013 - mmaction - INFO - Epoch [35][1780/3757] lr: 1.000e-03, eta: 20:14:12, time: 1.167, data_time: 0.163, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9062, loss_cls: 1.0786, loss: 1.0786, grad_norm: 6.2544 2021-06-17 23:24:24,591 - mmaction - INFO - Epoch [35][1800/3757] lr: 1.000e-03, eta: 20:13:46, time: 1.129, data_time: 0.008, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9070, loss_cls: 1.0933, loss: 1.0933, grad_norm: 6.2324 2021-06-17 23:24:48,198 - mmaction - INFO - Epoch [35][1820/3757] lr: 1.000e-03, eta: 20:13:21, time: 1.180, data_time: 0.005, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9055, loss_cls: 1.0367, loss: 1.0367, grad_norm: 6.2673 2021-06-17 23:25:10,769 - mmaction - INFO - Epoch [35][1840/3757] lr: 1.000e-03, eta: 20:12:55, time: 1.128, data_time: 0.001, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9047, loss_cls: 1.0700, loss: 1.0700, grad_norm: 6.1674 2021-06-17 23:25:33,004 - mmaction - INFO - Epoch [35][1860/3757] lr: 1.000e-03, eta: 20:12:29, time: 1.110, data_time: 0.030, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8961, loss_cls: 1.1201, loss: 1.1201, grad_norm: 6.4019 2021-06-17 23:25:54,798 - mmaction - INFO - Epoch [35][1880/3757] lr: 1.000e-03, eta: 20:12:02, time: 1.090, data_time: 0.054, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9031, loss_cls: 1.0561, loss: 1.0561, grad_norm: 6.1315 2021-06-17 23:26:18,257 - mmaction - INFO - Epoch [35][1900/3757] lr: 1.000e-03, eta: 20:11:36, time: 1.172, data_time: 0.007, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8961, loss_cls: 1.1052, loss: 1.1052, grad_norm: 6.3224 2021-06-17 23:26:42,235 - mmaction - INFO - Epoch [35][1920/3757] lr: 1.000e-03, eta: 20:11:11, time: 1.191, data_time: 0.012, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9102, loss_cls: 1.0500, loss: 1.0500, grad_norm: 6.2477 2021-06-17 23:27:04,902 - mmaction - INFO - Epoch [35][1940/3757] lr: 1.000e-03, eta: 20:10:45, time: 1.142, data_time: 0.101, memory: 7080, top1_acc: 0.7141, top5_acc: 0.9094, loss_cls: 1.0727, loss: 1.0727, grad_norm: 6.1560 2021-06-17 23:27:27,436 - mmaction - INFO - Epoch [35][1960/3757] lr: 1.000e-03, eta: 20:10:19, time: 1.126, data_time: 0.062, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8930, loss_cls: 1.0966, loss: 1.0966, grad_norm: 6.1204 2021-06-17 23:27:50,949 - mmaction - INFO - Epoch [35][1980/3757] lr: 1.000e-03, eta: 20:09:53, time: 1.176, data_time: 0.263, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8922, loss_cls: 1.0994, loss: 1.0994, grad_norm: 6.1247 2021-06-17 23:28:13,936 - mmaction - INFO - Epoch [35][2000/3757] lr: 1.000e-03, eta: 20:09:27, time: 1.149, data_time: 0.215, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9094, loss_cls: 1.0201, loss: 1.0201, grad_norm: 6.2063 2021-06-17 23:28:35,477 - mmaction - INFO - Epoch [35][2020/3757] lr: 1.000e-03, eta: 20:09:01, time: 1.077, data_time: 0.060, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8992, loss_cls: 1.0874, loss: 1.0874, grad_norm: 6.3512 2021-06-17 23:28:58,670 - mmaction - INFO - Epoch [35][2040/3757] lr: 1.000e-03, eta: 20:08:35, time: 1.160, data_time: 0.014, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8977, loss_cls: 1.1079, loss: 1.1079, grad_norm: 6.3838 2021-06-17 23:29:21,316 - mmaction - INFO - Epoch [35][2060/3757] lr: 1.000e-03, eta: 20:08:09, time: 1.132, data_time: 0.086, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9047, loss_cls: 1.0376, loss: 1.0376, grad_norm: 6.2564 2021-06-17 23:29:45,767 - mmaction - INFO - Epoch [35][2080/3757] lr: 1.000e-03, eta: 20:07:44, time: 1.219, data_time: 0.152, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9070, loss_cls: 1.0618, loss: 1.0618, grad_norm: 6.3569 2021-06-17 23:30:07,038 - mmaction - INFO - Epoch [35][2100/3757] lr: 1.000e-03, eta: 20:07:17, time: 1.067, data_time: 0.005, memory: 7080, top1_acc: 0.7180, top5_acc: 0.9086, loss_cls: 1.0723, loss: 1.0723, grad_norm: 6.3496 2021-06-17 23:30:30,416 - mmaction - INFO - Epoch [35][2120/3757] lr: 1.000e-03, eta: 20:06:52, time: 1.168, data_time: 0.165, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.0255, loss: 1.0255, grad_norm: 6.0647 2021-06-17 23:30:52,657 - mmaction - INFO - Epoch [35][2140/3757] lr: 1.000e-03, eta: 20:06:25, time: 1.111, data_time: 0.266, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9031, loss_cls: 1.0588, loss: 1.0588, grad_norm: 6.1713 2021-06-17 23:31:15,845 - mmaction - INFO - Epoch [35][2160/3757] lr: 1.000e-03, eta: 20:06:00, time: 1.161, data_time: 0.389, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8977, loss_cls: 1.1009, loss: 1.1009, grad_norm: 6.4944 2021-06-17 23:31:39,120 - mmaction - INFO - Epoch [35][2180/3757] lr: 1.000e-03, eta: 20:05:34, time: 1.164, data_time: 0.055, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8938, loss_cls: 1.1259, loss: 1.1259, grad_norm: 6.1362 2021-06-17 23:32:01,979 - mmaction - INFO - Epoch [35][2200/3757] lr: 1.000e-03, eta: 20:05:08, time: 1.142, data_time: 0.002, memory: 7080, top1_acc: 0.7164, top5_acc: 0.9023, loss_cls: 1.0640, loss: 1.0640, grad_norm: 6.1453 2021-06-17 23:32:25,048 - mmaction - INFO - Epoch [35][2220/3757] lr: 1.000e-03, eta: 20:04:42, time: 1.154, data_time: 0.003, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9086, loss_cls: 1.0962, loss: 1.0962, grad_norm: 6.3872 2021-06-17 23:32:47,387 - mmaction - INFO - Epoch [35][2240/3757] lr: 1.000e-03, eta: 20:04:16, time: 1.116, data_time: 0.001, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9078, loss_cls: 1.0648, loss: 1.0648, grad_norm: 6.1318 2021-06-17 23:33:10,243 - mmaction - INFO - Epoch [35][2260/3757] lr: 1.000e-03, eta: 20:03:50, time: 1.144, data_time: 0.003, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8992, loss_cls: 1.0962, loss: 1.0962, grad_norm: 6.2168 2021-06-17 23:33:32,056 - mmaction - INFO - Epoch [35][2280/3757] lr: 1.000e-03, eta: 20:03:24, time: 1.090, data_time: 0.016, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8992, loss_cls: 1.0639, loss: 1.0639, grad_norm: 6.1492 2021-06-17 23:33:54,362 - mmaction - INFO - Epoch [35][2300/3757] lr: 1.000e-03, eta: 20:02:58, time: 1.116, data_time: 0.104, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8992, loss_cls: 1.0626, loss: 1.0626, grad_norm: 6.1283 2021-06-17 23:34:17,294 - mmaction - INFO - Epoch [35][2320/3757] lr: 1.000e-03, eta: 20:02:32, time: 1.146, data_time: 0.101, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8977, loss_cls: 1.0797, loss: 1.0797, grad_norm: 6.2781 2021-06-17 23:34:39,446 - mmaction - INFO - Epoch [35][2340/3757] lr: 1.000e-03, eta: 20:02:06, time: 1.108, data_time: 0.003, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8992, loss_cls: 1.1480, loss: 1.1480, grad_norm: 6.6263 2021-06-17 23:35:02,897 - mmaction - INFO - Epoch [35][2360/3757] lr: 1.000e-03, eta: 20:01:40, time: 1.172, data_time: 0.002, memory: 7080, top1_acc: 0.7180, top5_acc: 0.9031, loss_cls: 1.1074, loss: 1.1074, grad_norm: 6.1949 2021-06-17 23:35:26,317 - mmaction - INFO - Epoch [35][2380/3757] lr: 1.000e-03, eta: 20:01:14, time: 1.169, data_time: 0.311, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9000, loss_cls: 1.0599, loss: 1.0599, grad_norm: 6.2535 2021-06-17 23:35:49,196 - mmaction - INFO - Epoch [35][2400/3757] lr: 1.000e-03, eta: 20:00:48, time: 1.146, data_time: 0.123, memory: 7080, top1_acc: 0.7219, top5_acc: 0.9008, loss_cls: 1.0849, loss: 1.0849, grad_norm: 6.2436 2021-06-17 23:36:10,906 - mmaction - INFO - Epoch [35][2420/3757] lr: 1.000e-03, eta: 20:00:22, time: 1.086, data_time: 0.003, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9023, loss_cls: 1.0555, loss: 1.0555, grad_norm: 6.0063 2021-06-17 23:36:34,555 - mmaction - INFO - Epoch [35][2440/3757] lr: 1.000e-03, eta: 19:59:56, time: 1.182, data_time: 0.083, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9039, loss_cls: 1.0815, loss: 1.0815, grad_norm: 6.2258 2021-06-17 23:36:57,702 - mmaction - INFO - Epoch [35][2460/3757] lr: 1.000e-03, eta: 19:59:31, time: 1.158, data_time: 0.134, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9148, loss_cls: 1.0157, loss: 1.0157, grad_norm: 6.2326 2021-06-17 23:37:20,962 - mmaction - INFO - Epoch [35][2480/3757] lr: 1.000e-03, eta: 19:59:05, time: 1.163, data_time: 0.050, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9000, loss_cls: 1.0332, loss: 1.0332, grad_norm: 6.3025 2021-06-17 23:37:42,798 - mmaction - INFO - Epoch [35][2500/3757] lr: 1.000e-03, eta: 19:58:39, time: 1.091, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9195, loss_cls: 0.9803, loss: 0.9803, grad_norm: 6.2239 2021-06-17 23:38:04,725 - mmaction - INFO - Epoch [35][2520/3757] lr: 1.000e-03, eta: 19:58:12, time: 1.097, data_time: 0.002, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9023, loss_cls: 1.0613, loss: 1.0613, grad_norm: 6.1542 2021-06-17 23:38:28,793 - mmaction - INFO - Epoch [35][2540/3757] lr: 1.000e-03, eta: 19:57:47, time: 1.203, data_time: 0.183, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9086, loss_cls: 1.0131, loss: 1.0131, grad_norm: 6.1284 2021-06-17 23:38:50,985 - mmaction - INFO - Epoch [35][2560/3757] lr: 1.000e-03, eta: 19:57:21, time: 1.109, data_time: 0.281, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9094, loss_cls: 0.9917, loss: 0.9917, grad_norm: 5.9458 2021-06-17 23:39:13,875 - mmaction - INFO - Epoch [35][2580/3757] lr: 1.000e-03, eta: 19:56:55, time: 1.144, data_time: 0.052, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9055, loss_cls: 1.0893, loss: 1.0893, grad_norm: 6.3641 2021-06-17 23:39:36,009 - mmaction - INFO - Epoch [35][2600/3757] lr: 1.000e-03, eta: 19:56:29, time: 1.107, data_time: 0.059, memory: 7080, top1_acc: 0.7133, top5_acc: 0.9031, loss_cls: 1.1092, loss: 1.1092, grad_norm: 6.4841 2021-06-17 23:39:59,152 - mmaction - INFO - Epoch [35][2620/3757] lr: 1.000e-03, eta: 19:56:03, time: 1.157, data_time: 0.142, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0280, loss: 1.0280, grad_norm: 6.2444 2021-06-17 23:40:22,332 - mmaction - INFO - Epoch [35][2640/3757] lr: 1.000e-03, eta: 19:55:37, time: 1.159, data_time: 0.198, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8914, loss_cls: 1.0663, loss: 1.0663, grad_norm: 6.4102 2021-06-17 23:40:43,753 - mmaction - INFO - Epoch [35][2660/3757] lr: 1.000e-03, eta: 19:55:11, time: 1.070, data_time: 0.061, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8953, loss_cls: 1.0697, loss: 1.0697, grad_norm: 6.1400 2021-06-17 23:41:06,859 - mmaction - INFO - Epoch [35][2680/3757] lr: 1.000e-03, eta: 19:54:45, time: 1.157, data_time: 0.030, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9039, loss_cls: 1.0433, loss: 1.0433, grad_norm: 6.1744 2021-06-17 23:41:28,697 - mmaction - INFO - Epoch [35][2700/3757] lr: 1.000e-03, eta: 19:54:18, time: 1.092, data_time: 0.064, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9094, loss_cls: 0.9958, loss: 0.9958, grad_norm: 6.1290 2021-06-17 23:41:52,684 - mmaction - INFO - Epoch [35][2720/3757] lr: 1.000e-03, eta: 19:53:53, time: 1.198, data_time: 0.017, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9109, loss_cls: 1.0367, loss: 1.0367, grad_norm: 6.1551 2021-06-17 23:42:15,855 - mmaction - INFO - Epoch [35][2740/3757] lr: 1.000e-03, eta: 19:53:27, time: 1.160, data_time: 0.004, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9047, loss_cls: 1.0855, loss: 1.0855, grad_norm: 6.3330 2021-06-17 23:42:37,610 - mmaction - INFO - Epoch [35][2760/3757] lr: 1.000e-03, eta: 19:53:01, time: 1.084, data_time: 0.001, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1857, loss: 1.1857, grad_norm: 6.6265 2021-06-17 23:43:01,042 - mmaction - INFO - Epoch [35][2780/3757] lr: 1.000e-03, eta: 19:52:35, time: 1.176, data_time: 0.010, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8898, loss_cls: 1.1501, loss: 1.1501, grad_norm: 6.3537 2021-06-17 23:43:22,980 - mmaction - INFO - Epoch [35][2800/3757] lr: 1.000e-03, eta: 19:52:09, time: 1.097, data_time: 0.091, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 1.0249, loss: 1.0249, grad_norm: 6.2698 2021-06-17 23:43:45,497 - mmaction - INFO - Epoch [35][2820/3757] lr: 1.000e-03, eta: 19:51:43, time: 1.123, data_time: 0.075, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.1211, loss: 1.1211, grad_norm: 6.3840 2021-06-17 23:44:08,503 - mmaction - INFO - Epoch [35][2840/3757] lr: 1.000e-03, eta: 19:51:17, time: 1.152, data_time: 0.164, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8914, loss_cls: 1.1207, loss: 1.1207, grad_norm: 6.3898 2021-06-17 23:44:31,638 - mmaction - INFO - Epoch [35][2860/3757] lr: 1.000e-03, eta: 19:50:51, time: 1.156, data_time: 0.002, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9039, loss_cls: 1.0326, loss: 1.0326, grad_norm: 6.0783 2021-06-17 23:44:54,980 - mmaction - INFO - Epoch [35][2880/3757] lr: 1.000e-03, eta: 19:50:26, time: 1.163, data_time: 0.060, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9156, loss_cls: 1.0371, loss: 1.0371, grad_norm: 6.2899 2021-06-17 23:45:17,925 - mmaction - INFO - Epoch [35][2900/3757] lr: 1.000e-03, eta: 19:50:00, time: 1.149, data_time: 0.051, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9055, loss_cls: 1.0393, loss: 1.0393, grad_norm: 6.1066 2021-06-17 23:45:41,070 - mmaction - INFO - Epoch [35][2920/3757] lr: 1.000e-03, eta: 19:49:34, time: 1.160, data_time: 0.005, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9102, loss_cls: 1.0284, loss: 1.0284, grad_norm: 6.1342 2021-06-17 23:46:03,092 - mmaction - INFO - Epoch [35][2940/3757] lr: 1.000e-03, eta: 19:49:08, time: 1.101, data_time: 0.036, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8891, loss_cls: 1.1552, loss: 1.1552, grad_norm: 6.3699 2021-06-17 23:46:25,340 - mmaction - INFO - Epoch [35][2960/3757] lr: 1.000e-03, eta: 19:48:42, time: 1.112, data_time: 0.312, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8977, loss_cls: 1.0960, loss: 1.0960, grad_norm: 6.1549 2021-06-17 23:46:48,148 - mmaction - INFO - Epoch [35][2980/3757] lr: 1.000e-03, eta: 19:48:16, time: 1.140, data_time: 0.028, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9094, loss_cls: 1.0485, loss: 1.0485, grad_norm: 6.2564 2021-06-17 23:47:10,656 - mmaction - INFO - Epoch [35][3000/3757] lr: 1.000e-03, eta: 19:47:50, time: 1.125, data_time: 0.100, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9062, loss_cls: 1.0521, loss: 1.0521, grad_norm: 6.2462 2021-06-17 23:47:34,018 - mmaction - INFO - Epoch [35][3020/3757] lr: 1.000e-03, eta: 19:47:24, time: 1.168, data_time: 0.116, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9016, loss_cls: 1.0762, loss: 1.0762, grad_norm: 6.1764 2021-06-17 23:47:56,267 - mmaction - INFO - Epoch [35][3040/3757] lr: 1.000e-03, eta: 19:46:58, time: 1.113, data_time: 0.095, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8906, loss_cls: 1.0703, loss: 1.0703, grad_norm: 6.0286 2021-06-17 23:48:19,379 - mmaction - INFO - Epoch [35][3060/3757] lr: 1.000e-03, eta: 19:46:32, time: 1.155, data_time: 0.089, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8953, loss_cls: 1.1023, loss: 1.1023, grad_norm: 6.5034 2021-06-17 23:48:41,188 - mmaction - INFO - Epoch [35][3080/3757] lr: 1.000e-03, eta: 19:46:06, time: 1.091, data_time: 0.080, memory: 7080, top1_acc: 0.7219, top5_acc: 0.9008, loss_cls: 1.0899, loss: 1.0899, grad_norm: 6.2706 2021-06-17 23:49:04,815 - mmaction - INFO - Epoch [35][3100/3757] lr: 1.000e-03, eta: 19:45:40, time: 1.181, data_time: 0.002, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8984, loss_cls: 1.1122, loss: 1.1122, grad_norm: 6.3219 2021-06-17 23:49:26,752 - mmaction - INFO - Epoch [35][3120/3757] lr: 1.000e-03, eta: 19:45:14, time: 1.097, data_time: 0.040, memory: 7080, top1_acc: 0.7164, top5_acc: 0.9055, loss_cls: 1.0864, loss: 1.0864, grad_norm: 6.4598 2021-06-17 23:49:48,980 - mmaction - INFO - Epoch [35][3140/3757] lr: 1.000e-03, eta: 19:44:48, time: 1.107, data_time: 0.317, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8922, loss_cls: 1.0911, loss: 1.0911, grad_norm: 6.1123 2021-06-17 23:50:13,224 - mmaction - INFO - Epoch [35][3160/3757] lr: 1.000e-03, eta: 19:44:23, time: 1.214, data_time: 0.262, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9164, loss_cls: 1.0425, loss: 1.0425, grad_norm: 6.2600 2021-06-17 23:50:35,351 - mmaction - INFO - Epoch [35][3180/3757] lr: 1.000e-03, eta: 19:43:56, time: 1.108, data_time: 0.013, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9039, loss_cls: 1.0315, loss: 1.0315, grad_norm: 6.0380 2021-06-17 23:50:59,521 - mmaction - INFO - Epoch [35][3200/3757] lr: 1.000e-03, eta: 19:43:31, time: 1.209, data_time: 0.002, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8938, loss_cls: 1.1207, loss: 1.1207, grad_norm: 6.4060 2021-06-17 23:51:22,768 - mmaction - INFO - Epoch [35][3220/3757] lr: 1.000e-03, eta: 19:43:05, time: 1.162, data_time: 0.003, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9172, loss_cls: 0.9904, loss: 0.9904, grad_norm: 6.2571 2021-06-17 23:51:45,791 - mmaction - INFO - Epoch [35][3240/3757] lr: 1.000e-03, eta: 19:42:40, time: 1.151, data_time: 0.002, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8977, loss_cls: 1.1085, loss: 1.1085, grad_norm: 6.4224 2021-06-17 23:52:08,848 - mmaction - INFO - Epoch [35][3260/3757] lr: 1.000e-03, eta: 19:42:14, time: 1.152, data_time: 0.002, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9141, loss_cls: 1.0230, loss: 1.0230, grad_norm: 6.2159 2021-06-17 23:52:31,208 - mmaction - INFO - Epoch [35][3280/3757] lr: 1.000e-03, eta: 19:41:48, time: 1.119, data_time: 0.003, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9047, loss_cls: 1.0630, loss: 1.0630, grad_norm: 6.3379 2021-06-17 23:52:53,731 - mmaction - INFO - Epoch [35][3300/3757] lr: 1.000e-03, eta: 19:41:22, time: 1.126, data_time: 0.002, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.0851, loss: 1.0851, grad_norm: 6.1578 2021-06-17 23:53:15,915 - mmaction - INFO - Epoch [35][3320/3757] lr: 1.000e-03, eta: 19:40:56, time: 1.109, data_time: 0.002, memory: 7080, top1_acc: 0.7203, top5_acc: 0.9047, loss_cls: 1.0784, loss: 1.0784, grad_norm: 6.4266 2021-06-17 23:53:38,644 - mmaction - INFO - Epoch [35][3340/3757] lr: 1.000e-03, eta: 19:40:30, time: 1.135, data_time: 0.003, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.0588, loss: 1.0588, grad_norm: 6.2363 2021-06-17 23:54:01,652 - mmaction - INFO - Epoch [35][3360/3757] lr: 1.000e-03, eta: 19:40:04, time: 1.152, data_time: 0.009, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9008, loss_cls: 1.0624, loss: 1.0624, grad_norm: 6.1743 2021-06-17 23:54:24,375 - mmaction - INFO - Epoch [35][3380/3757] lr: 1.000e-03, eta: 19:39:38, time: 1.137, data_time: 0.002, memory: 7080, top1_acc: 0.7219, top5_acc: 0.9078, loss_cls: 1.0934, loss: 1.0934, grad_norm: 6.4878 2021-06-17 23:54:46,889 - mmaction - INFO - Epoch [35][3400/3757] lr: 1.000e-03, eta: 19:39:12, time: 1.125, data_time: 0.047, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9062, loss_cls: 1.0399, loss: 1.0399, grad_norm: 6.4311 2021-06-17 23:55:10,792 - mmaction - INFO - Epoch [35][3420/3757] lr: 1.000e-03, eta: 19:38:47, time: 1.195, data_time: 0.028, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9070, loss_cls: 1.0367, loss: 1.0367, grad_norm: 6.1509 2021-06-17 23:55:33,215 - mmaction - INFO - Epoch [35][3440/3757] lr: 1.000e-03, eta: 19:38:21, time: 1.122, data_time: 0.029, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9047, loss_cls: 1.0930, loss: 1.0930, grad_norm: 6.2180 2021-06-17 23:55:55,800 - mmaction - INFO - Epoch [35][3460/3757] lr: 1.000e-03, eta: 19:37:55, time: 1.129, data_time: 0.179, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8906, loss_cls: 1.1616, loss: 1.1616, grad_norm: 6.5466 2021-06-17 23:56:19,045 - mmaction - INFO - Epoch [35][3480/3757] lr: 1.000e-03, eta: 19:37:29, time: 1.162, data_time: 0.201, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9156, loss_cls: 1.0017, loss: 1.0017, grad_norm: 6.0571 2021-06-17 23:56:42,461 - mmaction - INFO - Epoch [35][3500/3757] lr: 1.000e-03, eta: 19:37:03, time: 1.171, data_time: 0.002, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9070, loss_cls: 1.0540, loss: 1.0540, grad_norm: 6.2817 2021-06-17 23:57:05,090 - mmaction - INFO - Epoch [35][3520/3757] lr: 1.000e-03, eta: 19:36:37, time: 1.132, data_time: 0.001, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8945, loss_cls: 1.0439, loss: 1.0439, grad_norm: 6.0945 2021-06-17 23:57:26,658 - mmaction - INFO - Epoch [35][3540/3757] lr: 1.000e-03, eta: 19:36:11, time: 1.078, data_time: 0.061, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8922, loss_cls: 1.1196, loss: 1.1196, grad_norm: 6.3900 2021-06-17 23:57:49,556 - mmaction - INFO - Epoch [35][3560/3757] lr: 1.000e-03, eta: 19:35:45, time: 1.144, data_time: 0.021, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.1153, loss: 1.1153, grad_norm: 6.4111 2021-06-17 23:58:12,573 - mmaction - INFO - Epoch [35][3580/3757] lr: 1.000e-03, eta: 19:35:19, time: 1.152, data_time: 0.053, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8992, loss_cls: 1.1045, loss: 1.1045, grad_norm: 6.3469 2021-06-17 23:58:34,992 - mmaction - INFO - Epoch [35][3600/3757] lr: 1.000e-03, eta: 19:34:53, time: 1.120, data_time: 0.021, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9117, loss_cls: 1.0143, loss: 1.0143, grad_norm: 5.9939 2021-06-17 23:58:58,713 - mmaction - INFO - Epoch [35][3620/3757] lr: 1.000e-03, eta: 19:34:28, time: 1.179, data_time: 0.143, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 1.0506, loss: 1.0506, grad_norm: 6.1942 2021-06-17 23:59:21,840 - mmaction - INFO - Epoch [35][3640/3757] lr: 1.000e-03, eta: 19:34:02, time: 1.164, data_time: 0.262, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9055, loss_cls: 1.0312, loss: 1.0312, grad_norm: 6.2089 2021-06-17 23:59:44,669 - mmaction - INFO - Epoch [35][3660/3757] lr: 1.000e-03, eta: 19:33:36, time: 1.140, data_time: 0.037, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9031, loss_cls: 1.0504, loss: 1.0504, grad_norm: 6.2537 2021-06-18 00:00:14,591 - mmaction - INFO - Epoch [35][3680/3757] lr: 1.000e-03, eta: 19:33:13, time: 1.491, data_time: 0.045, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8914, loss_cls: 1.1563, loss: 1.1563, grad_norm: 6.4972 2021-06-18 00:00:33,561 - mmaction - INFO - Epoch [35][3700/3757] lr: 1.000e-03, eta: 19:32:46, time: 0.954, data_time: 0.088, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9141, loss_cls: 1.0150, loss: 1.0150, grad_norm: 6.1639 2021-06-18 00:00:56,625 - mmaction - INFO - Epoch [35][3720/3757] lr: 1.000e-03, eta: 19:32:20, time: 1.153, data_time: 0.122, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.0893, loss: 1.0893, grad_norm: 6.4613 2021-06-18 00:01:20,766 - mmaction - INFO - Epoch [35][3740/3757] lr: 1.000e-03, eta: 19:31:55, time: 1.206, data_time: 0.325, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9047, loss_cls: 1.0341, loss: 1.0341, grad_norm: 6.1468 2021-06-18 00:01:43,669 - mmaction - INFO - Saving checkpoint at 35 epochs 2021-06-18 00:09:12,282 - mmaction - INFO - Epoch [36][20/3757] lr: 1.000e-03, eta: 19:34:01, time: 22.379, data_time: 21.543, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8977, loss_cls: 1.0926, loss: 1.0926, grad_norm: 6.1269 2021-06-18 00:09:34,428 - mmaction - INFO - Epoch [36][40/3757] lr: 1.000e-03, eta: 19:33:34, time: 1.108, data_time: 0.118, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9117, loss_cls: 1.0348, loss: 1.0348, grad_norm: 6.0738 2021-06-18 00:09:57,156 - mmaction - INFO - Epoch [36][60/3757] lr: 1.000e-03, eta: 19:33:08, time: 1.137, data_time: 0.195, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8969, loss_cls: 1.0932, loss: 1.0932, grad_norm: 6.3356 2021-06-18 00:10:20,769 - mmaction - INFO - Epoch [36][80/3757] lr: 1.000e-03, eta: 19:32:43, time: 1.180, data_time: 0.147, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9031, loss_cls: 1.0887, loss: 1.0887, grad_norm: 6.3101 2021-06-18 00:10:42,372 - mmaction - INFO - Epoch [36][100/3757] lr: 1.000e-03, eta: 19:32:16, time: 1.081, data_time: 0.312, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 0.9935, loss: 0.9935, grad_norm: 5.9941 2021-06-18 00:11:05,944 - mmaction - INFO - Epoch [36][120/3757] lr: 1.000e-03, eta: 19:31:51, time: 1.178, data_time: 0.253, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9117, loss_cls: 1.0302, loss: 1.0302, grad_norm: 6.1929 2021-06-18 00:11:28,194 - mmaction - INFO - Epoch [36][140/3757] lr: 1.000e-03, eta: 19:31:25, time: 1.112, data_time: 0.187, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9125, loss_cls: 0.9974, loss: 0.9974, grad_norm: 6.0441 2021-06-18 00:11:50,962 - mmaction - INFO - Epoch [36][160/3757] lr: 1.000e-03, eta: 19:30:59, time: 1.136, data_time: 0.071, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9055, loss_cls: 0.9925, loss: 0.9925, grad_norm: 6.0129 2021-06-18 00:12:13,822 - mmaction - INFO - Epoch [36][180/3757] lr: 1.000e-03, eta: 19:30:33, time: 1.145, data_time: 0.004, memory: 7080, top1_acc: 0.7219, top5_acc: 0.9000, loss_cls: 1.0504, loss: 1.0504, grad_norm: 6.2083 2021-06-18 00:12:34,421 - mmaction - INFO - Epoch [36][200/3757] lr: 1.000e-03, eta: 19:30:06, time: 1.031, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9086, loss_cls: 1.0043, loss: 1.0043, grad_norm: 6.2079 2021-06-18 00:12:56,971 - mmaction - INFO - Epoch [36][220/3757] lr: 1.000e-03, eta: 19:29:40, time: 1.125, data_time: 0.026, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9102, loss_cls: 1.0064, loss: 1.0064, grad_norm: 6.2456 2021-06-18 00:13:19,955 - mmaction - INFO - Epoch [36][240/3757] lr: 1.000e-03, eta: 19:29:14, time: 1.152, data_time: 0.414, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9172, loss_cls: 0.9999, loss: 0.9999, grad_norm: 6.1878 2021-06-18 00:13:41,749 - mmaction - INFO - Epoch [36][260/3757] lr: 1.000e-03, eta: 19:28:48, time: 1.090, data_time: 0.353, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8953, loss_cls: 1.1369, loss: 1.1369, grad_norm: 6.5312 2021-06-18 00:14:04,905 - mmaction - INFO - Epoch [36][280/3757] lr: 1.000e-03, eta: 19:28:22, time: 1.157, data_time: 0.412, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9055, loss_cls: 1.0103, loss: 1.0103, grad_norm: 6.0866 2021-06-18 00:14:28,001 - mmaction - INFO - Epoch [36][300/3757] lr: 1.000e-03, eta: 19:27:56, time: 1.156, data_time: 0.088, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9148, loss_cls: 0.9897, loss: 0.9897, grad_norm: 6.1815 2021-06-18 00:14:50,954 - mmaction - INFO - Epoch [36][320/3757] lr: 1.000e-03, eta: 19:27:30, time: 1.147, data_time: 0.039, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9094, loss_cls: 1.0046, loss: 1.0046, grad_norm: 6.1525 2021-06-18 00:15:13,876 - mmaction - INFO - Epoch [36][340/3757] lr: 1.000e-03, eta: 19:27:04, time: 1.143, data_time: 0.030, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9055, loss_cls: 0.9891, loss: 0.9891, grad_norm: 6.1901 2021-06-18 00:15:36,645 - mmaction - INFO - Epoch [36][360/3757] lr: 1.000e-03, eta: 19:26:38, time: 1.142, data_time: 0.009, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9031, loss_cls: 1.0077, loss: 1.0077, grad_norm: 6.2071 2021-06-18 00:16:00,125 - mmaction - INFO - Epoch [36][380/3757] lr: 1.000e-03, eta: 19:26:13, time: 1.174, data_time: 0.004, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9023, loss_cls: 1.0321, loss: 1.0321, grad_norm: 6.1325 2021-06-18 00:16:22,842 - mmaction - INFO - Epoch [36][400/3757] lr: 1.000e-03, eta: 19:25:47, time: 1.135, data_time: 0.001, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9016, loss_cls: 1.0765, loss: 1.0765, grad_norm: 6.4648 2021-06-18 00:16:45,240 - mmaction - INFO - Epoch [36][420/3757] lr: 1.000e-03, eta: 19:25:21, time: 1.121, data_time: 0.003, memory: 7080, top1_acc: 0.7094, top5_acc: 0.9055, loss_cls: 1.0974, loss: 1.0974, grad_norm: 6.6928 2021-06-18 00:17:08,911 - mmaction - INFO - Epoch [36][440/3757] lr: 1.000e-03, eta: 19:24:55, time: 1.184, data_time: 0.001, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9109, loss_cls: 1.0208, loss: 1.0208, grad_norm: 6.3473 2021-06-18 00:17:31,271 - mmaction - INFO - Epoch [36][460/3757] lr: 1.000e-03, eta: 19:24:29, time: 1.117, data_time: 0.004, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9117, loss_cls: 1.0077, loss: 1.0077, grad_norm: 6.2574 2021-06-18 00:17:53,585 - mmaction - INFO - Epoch [36][480/3757] lr: 1.000e-03, eta: 19:24:03, time: 1.117, data_time: 0.118, memory: 7080, top1_acc: 0.7398, top5_acc: 0.8922, loss_cls: 1.0540, loss: 1.0540, grad_norm: 6.2875 2021-06-18 00:18:17,056 - mmaction - INFO - Epoch [36][500/3757] lr: 1.000e-03, eta: 19:23:37, time: 1.173, data_time: 0.055, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9023, loss_cls: 1.0493, loss: 1.0493, grad_norm: 6.1515 2021-06-18 00:18:39,119 - mmaction - INFO - Epoch [36][520/3757] lr: 1.000e-03, eta: 19:23:11, time: 1.099, data_time: 0.035, memory: 7080, top1_acc: 0.7344, top5_acc: 0.8922, loss_cls: 1.1345, loss: 1.1345, grad_norm: 6.3292 2021-06-18 00:19:02,059 - mmaction - INFO - Epoch [36][540/3757] lr: 1.000e-03, eta: 19:22:45, time: 1.151, data_time: 0.022, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9055, loss_cls: 1.0831, loss: 1.0831, grad_norm: 6.3865 2021-06-18 00:19:24,973 - mmaction - INFO - Epoch [36][560/3757] lr: 1.000e-03, eta: 19:22:19, time: 1.146, data_time: 0.047, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9008, loss_cls: 1.0398, loss: 1.0398, grad_norm: 6.1780 2021-06-18 00:19:48,347 - mmaction - INFO - Epoch [36][580/3757] lr: 1.000e-03, eta: 19:21:53, time: 1.167, data_time: 0.001, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9102, loss_cls: 1.0021, loss: 1.0021, grad_norm: 6.0405 2021-06-18 00:20:10,899 - mmaction - INFO - Epoch [36][600/3757] lr: 1.000e-03, eta: 19:21:27, time: 1.127, data_time: 0.075, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8992, loss_cls: 1.0943, loss: 1.0943, grad_norm: 6.1388 2021-06-18 00:20:33,310 - mmaction - INFO - Epoch [36][620/3757] lr: 1.000e-03, eta: 19:21:01, time: 1.120, data_time: 0.020, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9055, loss_cls: 1.0006, loss: 1.0006, grad_norm: 5.8677 2021-06-18 00:20:57,871 - mmaction - INFO - Epoch [36][640/3757] lr: 1.000e-03, eta: 19:20:36, time: 1.231, data_time: 0.040, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9055, loss_cls: 1.0534, loss: 1.0534, grad_norm: 6.1980 2021-06-18 00:21:19,678 - mmaction - INFO - Epoch [36][660/3757] lr: 1.000e-03, eta: 19:20:10, time: 1.089, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.8953, loss_cls: 1.0103, loss: 1.0103, grad_norm: 6.1061 2021-06-18 00:21:41,124 - mmaction - INFO - Epoch [36][680/3757] lr: 1.000e-03, eta: 19:19:43, time: 1.073, data_time: 0.002, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8992, loss_cls: 1.1209, loss: 1.1209, grad_norm: 6.3374 2021-06-18 00:22:04,479 - mmaction - INFO - Epoch [36][700/3757] lr: 1.000e-03, eta: 19:19:18, time: 1.167, data_time: 0.001, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8945, loss_cls: 1.1123, loss: 1.1123, grad_norm: 6.2659 2021-06-18 00:22:27,137 - mmaction - INFO - Epoch [36][720/3757] lr: 1.000e-03, eta: 19:18:52, time: 1.134, data_time: 0.003, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9008, loss_cls: 1.0026, loss: 1.0026, grad_norm: 6.0899 2021-06-18 00:22:49,757 - mmaction - INFO - Epoch [36][740/3757] lr: 1.000e-03, eta: 19:18:26, time: 1.131, data_time: 0.002, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8922, loss_cls: 1.1277, loss: 1.1277, grad_norm: 6.5417 2021-06-18 00:23:13,417 - mmaction - INFO - Epoch [36][760/3757] lr: 1.000e-03, eta: 19:18:00, time: 1.183, data_time: 0.003, memory: 7080, top1_acc: 0.7359, top5_acc: 0.8984, loss_cls: 1.0601, loss: 1.0601, grad_norm: 6.1552 2021-06-18 00:23:36,410 - mmaction - INFO - Epoch [36][780/3757] lr: 1.000e-03, eta: 19:17:34, time: 1.150, data_time: 0.004, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.0442, loss: 1.0442, grad_norm: 6.1094 2021-06-18 00:23:58,920 - mmaction - INFO - Epoch [36][800/3757] lr: 1.000e-03, eta: 19:17:08, time: 1.126, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9203, loss_cls: 0.9406, loss: 0.9406, grad_norm: 5.9143 2021-06-18 00:24:22,170 - mmaction - INFO - Epoch [36][820/3757] lr: 1.000e-03, eta: 19:16:42, time: 1.162, data_time: 0.002, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9000, loss_cls: 1.0421, loss: 1.0421, grad_norm: 6.1275 2021-06-18 00:24:43,975 - mmaction - INFO - Epoch [36][840/3757] lr: 1.000e-03, eta: 19:16:16, time: 1.090, data_time: 0.214, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8867, loss_cls: 1.0920, loss: 1.0920, grad_norm: 6.3131 2021-06-18 00:25:08,179 - mmaction - INFO - Epoch [36][860/3757] lr: 1.000e-03, eta: 19:15:51, time: 1.207, data_time: 0.082, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9000, loss_cls: 1.0423, loss: 1.0423, grad_norm: 6.1870 2021-06-18 00:25:30,879 - mmaction - INFO - Epoch [36][880/3757] lr: 1.000e-03, eta: 19:15:25, time: 1.136, data_time: 0.309, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9047, loss_cls: 1.0511, loss: 1.0511, grad_norm: 6.3212 2021-06-18 00:25:53,210 - mmaction - INFO - Epoch [36][900/3757] lr: 1.000e-03, eta: 19:14:59, time: 1.117, data_time: 0.422, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9031, loss_cls: 1.0877, loss: 1.0877, grad_norm: 6.1101 2021-06-18 00:26:15,964 - mmaction - INFO - Epoch [36][920/3757] lr: 1.000e-03, eta: 19:14:33, time: 1.140, data_time: 0.367, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9055, loss_cls: 1.0393, loss: 1.0393, grad_norm: 6.2117 2021-06-18 00:26:40,164 - mmaction - INFO - Epoch [36][940/3757] lr: 1.000e-03, eta: 19:14:07, time: 1.210, data_time: 0.065, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8930, loss_cls: 1.1268, loss: 1.1268, grad_norm: 6.3736 2021-06-18 00:27:02,469 - mmaction - INFO - Epoch [36][960/3757] lr: 1.000e-03, eta: 19:13:41, time: 1.115, data_time: 0.002, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9062, loss_cls: 1.0383, loss: 1.0383, grad_norm: 6.2203 2021-06-18 00:27:25,967 - mmaction - INFO - Epoch [36][980/3757] lr: 1.000e-03, eta: 19:13:16, time: 1.176, data_time: 0.002, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8914, loss_cls: 1.1077, loss: 1.1077, grad_norm: 6.4770 2021-06-18 00:27:49,233 - mmaction - INFO - Epoch [36][1000/3757] lr: 1.000e-03, eta: 19:12:50, time: 1.162, data_time: 0.001, memory: 7080, top1_acc: 0.7344, top5_acc: 0.8961, loss_cls: 1.0526, loss: 1.0526, grad_norm: 6.2706 2021-06-18 00:28:11,374 - mmaction - INFO - Epoch [36][1020/3757] lr: 1.000e-03, eta: 19:12:24, time: 1.108, data_time: 0.003, memory: 7080, top1_acc: 0.7344, top5_acc: 0.8898, loss_cls: 1.0855, loss: 1.0855, grad_norm: 6.4090 2021-06-18 00:28:34,162 - mmaction - INFO - Epoch [36][1040/3757] lr: 1.000e-03, eta: 19:11:58, time: 1.139, data_time: 0.001, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9062, loss_cls: 1.0673, loss: 1.0673, grad_norm: 6.4286 2021-06-18 00:28:55,957 - mmaction - INFO - Epoch [36][1060/3757] lr: 1.000e-03, eta: 19:11:32, time: 1.090, data_time: 0.002, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8938, loss_cls: 1.1147, loss: 1.1147, grad_norm: 6.5706 2021-06-18 00:29:18,915 - mmaction - INFO - Epoch [36][1080/3757] lr: 1.000e-03, eta: 19:11:06, time: 1.149, data_time: 0.002, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9180, loss_cls: 0.9987, loss: 0.9987, grad_norm: 6.2328 2021-06-18 00:29:41,353 - mmaction - INFO - Epoch [36][1100/3757] lr: 1.000e-03, eta: 19:10:40, time: 1.121, data_time: 0.015, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8977, loss_cls: 1.0665, loss: 1.0665, grad_norm: 6.2278 2021-06-18 00:30:04,726 - mmaction - INFO - Epoch [36][1120/3757] lr: 1.000e-03, eta: 19:10:14, time: 1.166, data_time: 0.002, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8945, loss_cls: 1.0613, loss: 1.0613, grad_norm: 6.2671 2021-06-18 00:30:28,584 - mmaction - INFO - Epoch [36][1140/3757] lr: 1.000e-03, eta: 19:09:48, time: 1.183, data_time: 0.005, memory: 7080, top1_acc: 0.7367, top5_acc: 0.8992, loss_cls: 1.0530, loss: 1.0530, grad_norm: 6.3255 2021-06-18 00:30:51,082 - mmaction - INFO - Epoch [36][1160/3757] lr: 1.000e-03, eta: 19:09:23, time: 1.137, data_time: 0.014, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9141, loss_cls: 0.9801, loss: 0.9801, grad_norm: 6.0965 2021-06-18 00:31:13,864 - mmaction - INFO - Epoch [36][1180/3757] lr: 1.000e-03, eta: 19:08:57, time: 1.140, data_time: 0.003, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8961, loss_cls: 1.1260, loss: 1.1260, grad_norm: 6.5408 2021-06-18 00:31:35,778 - mmaction - INFO - Epoch [36][1200/3757] lr: 1.000e-03, eta: 19:08:30, time: 1.096, data_time: 0.011, memory: 7080, top1_acc: 0.7109, top5_acc: 0.9070, loss_cls: 1.0413, loss: 1.0413, grad_norm: 6.4477 2021-06-18 00:31:58,994 - mmaction - INFO - Epoch [36][1220/3757] lr: 1.000e-03, eta: 19:08:05, time: 1.158, data_time: 0.351, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9133, loss_cls: 1.0358, loss: 1.0358, grad_norm: 6.3060 2021-06-18 00:32:22,062 - mmaction - INFO - Epoch [36][1240/3757] lr: 1.000e-03, eta: 19:07:39, time: 1.156, data_time: 0.264, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.1267, loss: 1.1267, grad_norm: 6.5254 2021-06-18 00:32:44,215 - mmaction - INFO - Epoch [36][1260/3757] lr: 1.000e-03, eta: 19:07:13, time: 1.107, data_time: 0.016, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9016, loss_cls: 1.0341, loss: 1.0341, grad_norm: 6.2617 2021-06-18 00:33:07,781 - mmaction - INFO - Epoch [36][1280/3757] lr: 1.000e-03, eta: 19:06:47, time: 1.178, data_time: 0.005, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9055, loss_cls: 1.0171, loss: 1.0171, grad_norm: 6.3071 2021-06-18 00:33:30,208 - mmaction - INFO - Epoch [36][1300/3757] lr: 1.000e-03, eta: 19:06:21, time: 1.122, data_time: 0.003, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.0670, loss: 1.0670, grad_norm: 6.4359 2021-06-18 00:33:51,814 - mmaction - INFO - Epoch [36][1320/3757] lr: 1.000e-03, eta: 19:05:55, time: 1.081, data_time: 0.001, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9086, loss_cls: 1.0030, loss: 1.0030, grad_norm: 6.1854 2021-06-18 00:34:14,542 - mmaction - INFO - Epoch [36][1340/3757] lr: 1.000e-03, eta: 19:05:29, time: 1.136, data_time: 0.049, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8984, loss_cls: 1.1138, loss: 1.1138, grad_norm: 6.4715 2021-06-18 00:34:37,509 - mmaction - INFO - Epoch [36][1360/3757] lr: 1.000e-03, eta: 19:05:03, time: 1.149, data_time: 0.095, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8953, loss_cls: 1.1043, loss: 1.1043, grad_norm: 6.2889 2021-06-18 00:35:01,356 - mmaction - INFO - Epoch [36][1380/3757] lr: 1.000e-03, eta: 19:04:37, time: 1.191, data_time: 0.143, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9047, loss_cls: 1.0255, loss: 1.0255, grad_norm: 6.2505 2021-06-18 00:35:24,519 - mmaction - INFO - Epoch [36][1400/3757] lr: 1.000e-03, eta: 19:04:12, time: 1.159, data_time: 0.002, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9133, loss_cls: 1.0023, loss: 1.0023, grad_norm: 6.3674 2021-06-18 00:35:47,258 - mmaction - INFO - Epoch [36][1420/3757] lr: 1.000e-03, eta: 19:03:46, time: 1.137, data_time: 0.002, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8977, loss_cls: 1.1518, loss: 1.1518, grad_norm: 6.5163 2021-06-18 00:36:10,922 - mmaction - INFO - Epoch [36][1440/3757] lr: 1.000e-03, eta: 19:03:20, time: 1.183, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9148, loss_cls: 1.0012, loss: 1.0012, grad_norm: 6.2403 2021-06-18 00:36:34,008 - mmaction - INFO - Epoch [36][1460/3757] lr: 1.000e-03, eta: 19:02:54, time: 1.149, data_time: 0.002, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9016, loss_cls: 1.0642, loss: 1.0642, grad_norm: 6.1616 2021-06-18 00:36:56,593 - mmaction - INFO - Epoch [36][1480/3757] lr: 1.000e-03, eta: 19:02:29, time: 1.134, data_time: 0.013, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9031, loss_cls: 1.0383, loss: 1.0383, grad_norm: 6.2455 2021-06-18 00:37:21,255 - mmaction - INFO - Epoch [36][1500/3757] lr: 1.000e-03, eta: 19:02:03, time: 1.234, data_time: 0.084, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9031, loss_cls: 1.0775, loss: 1.0775, grad_norm: 6.1477 2021-06-18 00:37:43,750 - mmaction - INFO - Epoch [36][1520/3757] lr: 1.000e-03, eta: 19:01:37, time: 1.124, data_time: 0.093, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9078, loss_cls: 1.0808, loss: 1.0808, grad_norm: 6.3426 2021-06-18 00:38:05,272 - mmaction - INFO - Epoch [36][1540/3757] lr: 1.000e-03, eta: 19:01:11, time: 1.075, data_time: 0.075, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9023, loss_cls: 1.0713, loss: 1.0713, grad_norm: 6.4453 2021-06-18 00:38:27,042 - mmaction - INFO - Epoch [36][1560/3757] lr: 1.000e-03, eta: 19:00:45, time: 1.089, data_time: 0.179, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8961, loss_cls: 1.1039, loss: 1.1039, grad_norm: 6.6627 2021-06-18 00:38:49,173 - mmaction - INFO - Epoch [36][1580/3757] lr: 1.000e-03, eta: 19:00:19, time: 1.107, data_time: 0.265, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9117, loss_cls: 1.0226, loss: 1.0226, grad_norm: 6.4454 2021-06-18 00:39:12,629 - mmaction - INFO - Epoch [36][1600/3757] lr: 1.000e-03, eta: 18:59:53, time: 1.173, data_time: 0.467, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9008, loss_cls: 1.0230, loss: 1.0230, grad_norm: 6.0911 2021-06-18 00:39:35,598 - mmaction - INFO - Epoch [36][1620/3757] lr: 1.000e-03, eta: 18:59:27, time: 1.147, data_time: 0.059, memory: 7080, top1_acc: 0.7156, top5_acc: 0.9031, loss_cls: 1.0520, loss: 1.0520, grad_norm: 6.3552 2021-06-18 00:39:57,719 - mmaction - INFO - Epoch [36][1640/3757] lr: 1.000e-03, eta: 18:59:01, time: 1.107, data_time: 0.277, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.0757, loss: 1.0757, grad_norm: 6.0971 2021-06-18 00:40:21,685 - mmaction - INFO - Epoch [36][1660/3757] lr: 1.000e-03, eta: 18:58:36, time: 1.199, data_time: 0.018, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9039, loss_cls: 1.0258, loss: 1.0258, grad_norm: 6.2154 2021-06-18 00:40:43,637 - mmaction - INFO - Epoch [36][1680/3757] lr: 1.000e-03, eta: 18:58:09, time: 1.097, data_time: 0.128, memory: 7080, top1_acc: 0.7219, top5_acc: 0.9055, loss_cls: 1.0873, loss: 1.0873, grad_norm: 6.3327 2021-06-18 00:41:06,986 - mmaction - INFO - Epoch [36][1700/3757] lr: 1.000e-03, eta: 18:57:44, time: 1.169, data_time: 0.062, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8992, loss_cls: 1.0794, loss: 1.0794, grad_norm: 6.3154 2021-06-18 00:41:29,814 - mmaction - INFO - Epoch [36][1720/3757] lr: 1.000e-03, eta: 18:57:18, time: 1.142, data_time: 0.163, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8953, loss_cls: 1.0815, loss: 1.0815, grad_norm: 6.1813 2021-06-18 00:41:52,573 - mmaction - INFO - Epoch [36][1740/3757] lr: 1.000e-03, eta: 18:56:52, time: 1.137, data_time: 0.281, memory: 7080, top1_acc: 0.7492, top5_acc: 0.8945, loss_cls: 1.0720, loss: 1.0720, grad_norm: 6.1151 2021-06-18 00:42:15,286 - mmaction - INFO - Epoch [36][1760/3757] lr: 1.000e-03, eta: 18:56:26, time: 1.136, data_time: 0.302, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9047, loss_cls: 1.0894, loss: 1.0894, grad_norm: 6.2259 2021-06-18 00:42:37,472 - mmaction - INFO - Epoch [36][1780/3757] lr: 1.000e-03, eta: 18:56:00, time: 1.109, data_time: 0.169, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9062, loss_cls: 1.0207, loss: 1.0207, grad_norm: 6.3086 2021-06-18 00:43:00,063 - mmaction - INFO - Epoch [36][1800/3757] lr: 1.000e-03, eta: 18:55:34, time: 1.130, data_time: 0.037, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9031, loss_cls: 1.0403, loss: 1.0403, grad_norm: 6.3579 2021-06-18 00:43:22,912 - mmaction - INFO - Epoch [36][1820/3757] lr: 1.000e-03, eta: 18:55:08, time: 1.142, data_time: 0.002, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9094, loss_cls: 1.0252, loss: 1.0252, grad_norm: 6.1592 2021-06-18 00:43:46,730 - mmaction - INFO - Epoch [36][1840/3757] lr: 1.000e-03, eta: 18:54:43, time: 1.190, data_time: 0.128, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9023, loss_cls: 1.0321, loss: 1.0321, grad_norm: 6.2302 2021-06-18 00:44:09,618 - mmaction - INFO - Epoch [36][1860/3757] lr: 1.000e-03, eta: 18:54:17, time: 1.146, data_time: 0.050, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9031, loss_cls: 1.0675, loss: 1.0675, grad_norm: 6.3630 2021-06-18 00:44:32,640 - mmaction - INFO - Epoch [36][1880/3757] lr: 1.000e-03, eta: 18:53:51, time: 1.150, data_time: 0.009, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9102, loss_cls: 1.0233, loss: 1.0233, grad_norm: 6.2583 2021-06-18 00:44:54,059 - mmaction - INFO - Epoch [36][1900/3757] lr: 1.000e-03, eta: 18:53:25, time: 1.071, data_time: 0.114, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8984, loss_cls: 1.0962, loss: 1.0962, grad_norm: 6.3618 2021-06-18 00:45:17,143 - mmaction - INFO - Epoch [36][1920/3757] lr: 1.000e-03, eta: 18:52:59, time: 1.154, data_time: 0.017, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9109, loss_cls: 0.9616, loss: 0.9616, grad_norm: 5.9562 2021-06-18 00:45:39,067 - mmaction - INFO - Epoch [36][1940/3757] lr: 1.000e-03, eta: 18:52:33, time: 1.096, data_time: 0.210, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0210, loss: 1.0210, grad_norm: 6.3236 2021-06-18 00:46:03,035 - mmaction - INFO - Epoch [36][1960/3757] lr: 1.000e-03, eta: 18:52:07, time: 1.199, data_time: 0.263, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9109, loss_cls: 1.0366, loss: 1.0366, grad_norm: 6.3027 2021-06-18 00:46:25,496 - mmaction - INFO - Epoch [36][1980/3757] lr: 1.000e-03, eta: 18:51:41, time: 1.122, data_time: 0.070, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8930, loss_cls: 1.0991, loss: 1.0991, grad_norm: 6.4499 2021-06-18 00:46:46,993 - mmaction - INFO - Epoch [36][2000/3757] lr: 1.000e-03, eta: 18:51:15, time: 1.076, data_time: 0.374, memory: 7080, top1_acc: 0.7430, top5_acc: 0.8984, loss_cls: 1.0154, loss: 1.0154, grad_norm: 6.0771 2021-06-18 00:47:10,602 - mmaction - INFO - Epoch [36][2020/3757] lr: 1.000e-03, eta: 18:50:49, time: 1.177, data_time: 0.116, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8930, loss_cls: 1.0815, loss: 1.0815, grad_norm: 6.4021 2021-06-18 00:47:32,664 - mmaction - INFO - Epoch [36][2040/3757] lr: 1.000e-03, eta: 18:50:23, time: 1.105, data_time: 0.081, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9070, loss_cls: 1.0246, loss: 1.0246, grad_norm: 6.2589 2021-06-18 00:47:56,137 - mmaction - INFO - Epoch [36][2060/3757] lr: 1.000e-03, eta: 18:49:58, time: 1.175, data_time: 0.042, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9086, loss_cls: 1.0312, loss: 1.0312, grad_norm: 6.2143 2021-06-18 00:48:18,047 - mmaction - INFO - Epoch [36][2080/3757] lr: 1.000e-03, eta: 18:49:31, time: 1.096, data_time: 0.321, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9172, loss_cls: 1.0351, loss: 1.0351, grad_norm: 6.4569 2021-06-18 00:48:41,652 - mmaction - INFO - Epoch [36][2100/3757] lr: 1.000e-03, eta: 18:49:06, time: 1.180, data_time: 0.153, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9078, loss_cls: 1.0762, loss: 1.0762, grad_norm: 6.2862 2021-06-18 00:49:05,097 - mmaction - INFO - Epoch [36][2120/3757] lr: 1.000e-03, eta: 18:48:40, time: 1.173, data_time: 0.296, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9102, loss_cls: 1.0643, loss: 1.0643, grad_norm: 6.2899 2021-06-18 00:49:26,836 - mmaction - INFO - Epoch [36][2140/3757] lr: 1.000e-03, eta: 18:48:14, time: 1.085, data_time: 0.245, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1117, loss: 1.1117, grad_norm: 6.3392 2021-06-18 00:49:50,970 - mmaction - INFO - Epoch [36][2160/3757] lr: 1.000e-03, eta: 18:47:49, time: 1.208, data_time: 0.024, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8914, loss_cls: 1.1069, loss: 1.1069, grad_norm: 6.5150 2021-06-18 00:50:14,095 - mmaction - INFO - Epoch [36][2180/3757] lr: 1.000e-03, eta: 18:47:23, time: 1.157, data_time: 0.002, memory: 7080, top1_acc: 0.7086, top5_acc: 0.9016, loss_cls: 1.0575, loss: 1.0575, grad_norm: 6.3739 2021-06-18 00:50:37,584 - mmaction - INFO - Epoch [36][2200/3757] lr: 1.000e-03, eta: 18:46:57, time: 1.174, data_time: 0.004, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9031, loss_cls: 1.0578, loss: 1.0578, grad_norm: 6.2847 2021-06-18 00:50:59,854 - mmaction - INFO - Epoch [36][2220/3757] lr: 1.000e-03, eta: 18:46:31, time: 1.114, data_time: 0.004, memory: 7080, top1_acc: 0.7328, top5_acc: 0.8945, loss_cls: 1.0580, loss: 1.0580, grad_norm: 6.2039 2021-06-18 00:51:22,284 - mmaction - INFO - Epoch [36][2240/3757] lr: 1.000e-03, eta: 18:46:05, time: 1.120, data_time: 0.018, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8938, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.5023 2021-06-18 00:51:45,063 - mmaction - INFO - Epoch [36][2260/3757] lr: 1.000e-03, eta: 18:45:39, time: 1.140, data_time: 0.054, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9047, loss_cls: 1.0539, loss: 1.0539, grad_norm: 6.3130 2021-06-18 00:52:08,770 - mmaction - INFO - Epoch [36][2280/3757] lr: 1.000e-03, eta: 18:45:14, time: 1.186, data_time: 0.032, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9234, loss_cls: 0.9528, loss: 0.9528, grad_norm: 6.0976 2021-06-18 00:52:31,582 - mmaction - INFO - Epoch [36][2300/3757] lr: 1.000e-03, eta: 18:44:48, time: 1.137, data_time: 0.139, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8992, loss_cls: 1.0875, loss: 1.0875, grad_norm: 6.4759 2021-06-18 00:52:54,025 - mmaction - INFO - Epoch [36][2320/3757] lr: 1.000e-03, eta: 18:44:22, time: 1.122, data_time: 0.102, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9023, loss_cls: 1.0651, loss: 1.0651, grad_norm: 6.3444 2021-06-18 00:53:17,001 - mmaction - INFO - Epoch [36][2340/3757] lr: 1.000e-03, eta: 18:43:56, time: 1.152, data_time: 0.164, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8984, loss_cls: 1.0638, loss: 1.0638, grad_norm: 6.3177 2021-06-18 00:53:40,114 - mmaction - INFO - Epoch [36][2360/3757] lr: 1.000e-03, eta: 18:43:31, time: 1.156, data_time: 0.002, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8883, loss_cls: 1.1455, loss: 1.1455, grad_norm: 6.6569 2021-06-18 00:54:02,151 - mmaction - INFO - Epoch [36][2380/3757] lr: 1.000e-03, eta: 18:43:04, time: 1.102, data_time: 0.016, memory: 7080, top1_acc: 0.7094, top5_acc: 0.9016, loss_cls: 1.1043, loss: 1.1043, grad_norm: 6.5001 2021-06-18 00:54:25,952 - mmaction - INFO - Epoch [36][2400/3757] lr: 1.000e-03, eta: 18:42:39, time: 1.191, data_time: 0.122, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9023, loss_cls: 1.0656, loss: 1.0656, grad_norm: 6.2968 2021-06-18 00:54:48,955 - mmaction - INFO - Epoch [36][2420/3757] lr: 1.000e-03, eta: 18:42:13, time: 1.149, data_time: 0.192, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8930, loss_cls: 1.1260, loss: 1.1260, grad_norm: 6.6826 2021-06-18 00:55:10,830 - mmaction - INFO - Epoch [36][2440/3757] lr: 1.000e-03, eta: 18:41:47, time: 1.095, data_time: 0.175, memory: 7080, top1_acc: 0.7219, top5_acc: 0.9078, loss_cls: 1.0359, loss: 1.0359, grad_norm: 6.1937 2021-06-18 00:55:34,132 - mmaction - INFO - Epoch [36][2460/3757] lr: 1.000e-03, eta: 18:41:21, time: 1.165, data_time: 0.090, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9023, loss_cls: 1.0893, loss: 1.0893, grad_norm: 6.5798 2021-06-18 00:55:57,021 - mmaction - INFO - Epoch [36][2480/3757] lr: 1.000e-03, eta: 18:40:56, time: 1.143, data_time: 0.029, memory: 7080, top1_acc: 0.7500, top5_acc: 0.8969, loss_cls: 1.0230, loss: 1.0230, grad_norm: 6.2443 2021-06-18 00:56:19,494 - mmaction - INFO - Epoch [36][2500/3757] lr: 1.000e-03, eta: 18:40:30, time: 1.125, data_time: 0.342, memory: 7080, top1_acc: 0.7328, top5_acc: 0.8945, loss_cls: 1.0666, loss: 1.0666, grad_norm: 6.1619 2021-06-18 00:56:41,897 - mmaction - INFO - Epoch [36][2520/3757] lr: 1.000e-03, eta: 18:40:04, time: 1.118, data_time: 0.061, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9102, loss_cls: 0.9964, loss: 0.9964, grad_norm: 6.1444 2021-06-18 00:57:04,614 - mmaction - INFO - Epoch [36][2540/3757] lr: 1.000e-03, eta: 18:39:38, time: 1.134, data_time: 0.038, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9047, loss_cls: 1.0804, loss: 1.0804, grad_norm: 6.4832 2021-06-18 00:57:27,037 - mmaction - INFO - Epoch [36][2560/3757] lr: 1.000e-03, eta: 18:39:12, time: 1.124, data_time: 0.009, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9062, loss_cls: 1.0871, loss: 1.0871, grad_norm: 6.5917 2021-06-18 00:57:50,469 - mmaction - INFO - Epoch [36][2580/3757] lr: 1.000e-03, eta: 18:38:46, time: 1.172, data_time: 0.064, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8977, loss_cls: 1.1050, loss: 1.1050, grad_norm: 6.4849 2021-06-18 00:58:13,327 - mmaction - INFO - Epoch [36][2600/3757] lr: 1.000e-03, eta: 18:38:20, time: 1.142, data_time: 0.140, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9234, loss_cls: 0.9809, loss: 0.9809, grad_norm: 6.4086 2021-06-18 00:58:35,597 - mmaction - INFO - Epoch [36][2620/3757] lr: 1.000e-03, eta: 18:37:54, time: 1.114, data_time: 0.113, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8898, loss_cls: 1.1220, loss: 1.1220, grad_norm: 6.4618 2021-06-18 00:58:58,742 - mmaction - INFO - Epoch [36][2640/3757] lr: 1.000e-03, eta: 18:37:29, time: 1.156, data_time: 0.209, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9047, loss_cls: 1.0500, loss: 1.0500, grad_norm: 6.2654 2021-06-18 00:59:21,577 - mmaction - INFO - Epoch [36][2660/3757] lr: 1.000e-03, eta: 18:37:03, time: 1.143, data_time: 0.305, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8992, loss_cls: 1.0557, loss: 1.0557, grad_norm: 6.1730 2021-06-18 00:59:44,868 - mmaction - INFO - Epoch [36][2680/3757] lr: 1.000e-03, eta: 18:36:37, time: 1.163, data_time: 0.035, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9023, loss_cls: 1.0282, loss: 1.0282, grad_norm: 6.2416 2021-06-18 01:00:08,122 - mmaction - INFO - Epoch [36][2700/3757] lr: 1.000e-03, eta: 18:36:12, time: 1.164, data_time: 0.005, memory: 7080, top1_acc: 0.7164, top5_acc: 0.9000, loss_cls: 1.1212, loss: 1.1212, grad_norm: 6.6874 2021-06-18 01:00:28,788 - mmaction - INFO - Epoch [36][2720/3757] lr: 1.000e-03, eta: 18:35:45, time: 1.034, data_time: 0.002, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9117, loss_cls: 1.0776, loss: 1.0776, grad_norm: 6.4500 2021-06-18 01:00:52,709 - mmaction - INFO - Epoch [36][2740/3757] lr: 1.000e-03, eta: 18:35:20, time: 1.196, data_time: 0.107, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8930, loss_cls: 1.0673, loss: 1.0673, grad_norm: 6.2789 2021-06-18 01:01:15,191 - mmaction - INFO - Epoch [36][2760/3757] lr: 1.000e-03, eta: 18:34:54, time: 1.123, data_time: 0.167, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9008, loss_cls: 1.0147, loss: 1.0147, grad_norm: 5.9826 2021-06-18 01:01:38,277 - mmaction - INFO - Epoch [36][2780/3757] lr: 1.000e-03, eta: 18:34:28, time: 1.155, data_time: 0.056, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9172, loss_cls: 1.0305, loss: 1.0305, grad_norm: 6.3046 2021-06-18 01:02:00,861 - mmaction - INFO - Epoch [36][2800/3757] lr: 1.000e-03, eta: 18:34:02, time: 1.129, data_time: 0.050, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9078, loss_cls: 1.0198, loss: 1.0198, grad_norm: 6.1722 2021-06-18 01:02:23,832 - mmaction - INFO - Epoch [36][2820/3757] lr: 1.000e-03, eta: 18:33:36, time: 1.149, data_time: 0.197, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9008, loss_cls: 1.0817, loss: 1.0817, grad_norm: 6.3860 2021-06-18 01:02:47,282 - mmaction - INFO - Epoch [36][2840/3757] lr: 1.000e-03, eta: 18:33:11, time: 1.173, data_time: 0.175, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9000, loss_cls: 1.0347, loss: 1.0347, grad_norm: 6.2277 2021-06-18 01:03:10,039 - mmaction - INFO - Epoch [36][2860/3757] lr: 1.000e-03, eta: 18:32:45, time: 1.138, data_time: 0.080, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9109, loss_cls: 0.9721, loss: 0.9721, grad_norm: 6.2033 2021-06-18 01:03:32,707 - mmaction - INFO - Epoch [36][2880/3757] lr: 1.000e-03, eta: 18:32:19, time: 1.128, data_time: 0.001, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9047, loss_cls: 1.0537, loss: 1.0537, grad_norm: 6.2431 2021-06-18 01:03:54,877 - mmaction - INFO - Epoch [36][2900/3757] lr: 1.000e-03, eta: 18:31:53, time: 1.114, data_time: 0.007, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9078, loss_cls: 1.0491, loss: 1.0491, grad_norm: 6.1983 2021-06-18 01:04:16,685 - mmaction - INFO - Epoch [36][2920/3757] lr: 1.000e-03, eta: 18:31:27, time: 1.089, data_time: 0.012, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9008, loss_cls: 1.0328, loss: 1.0328, grad_norm: 6.1563 2021-06-18 01:04:40,240 - mmaction - INFO - Epoch [36][2940/3757] lr: 1.000e-03, eta: 18:31:01, time: 1.176, data_time: 0.045, memory: 7080, top1_acc: 0.7039, top5_acc: 0.8953, loss_cls: 1.1074, loss: 1.1074, grad_norm: 6.4896 2021-06-18 01:05:03,228 - mmaction - INFO - Epoch [36][2960/3757] lr: 1.000e-03, eta: 18:30:35, time: 1.152, data_time: 0.063, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8883, loss_cls: 1.0966, loss: 1.0966, grad_norm: 6.2427 2021-06-18 01:05:26,321 - mmaction - INFO - Epoch [36][2980/3757] lr: 1.000e-03, eta: 18:30:10, time: 1.155, data_time: 0.056, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9141, loss_cls: 0.9603, loss: 0.9603, grad_norm: 5.9765 2021-06-18 01:05:48,838 - mmaction - INFO - Epoch [36][3000/3757] lr: 1.000e-03, eta: 18:29:44, time: 1.126, data_time: 0.251, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8828, loss_cls: 1.1832, loss: 1.1832, grad_norm: 6.5341 2021-06-18 01:06:12,150 - mmaction - INFO - Epoch [36][3020/3757] lr: 1.000e-03, eta: 18:29:18, time: 1.166, data_time: 0.120, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8992, loss_cls: 1.0525, loss: 1.0525, grad_norm: 6.2708 2021-06-18 01:06:34,645 - mmaction - INFO - Epoch [36][3040/3757] lr: 1.000e-03, eta: 18:28:52, time: 1.125, data_time: 0.005, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.1429, loss: 1.1429, grad_norm: 6.4420 2021-06-18 01:06:58,105 - mmaction - INFO - Epoch [36][3060/3757] lr: 1.000e-03, eta: 18:28:27, time: 1.172, data_time: 0.040, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8984, loss_cls: 1.0889, loss: 1.0889, grad_norm: 6.4154 2021-06-18 01:07:21,059 - mmaction - INFO - Epoch [36][3080/3757] lr: 1.000e-03, eta: 18:28:01, time: 1.148, data_time: 0.100, memory: 7080, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.1504, loss: 1.1504, grad_norm: 6.4108 2021-06-18 01:07:43,067 - mmaction - INFO - Epoch [36][3100/3757] lr: 1.000e-03, eta: 18:27:35, time: 1.101, data_time: 0.149, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8953, loss_cls: 1.1007, loss: 1.1007, grad_norm: 6.5341 2021-06-18 01:08:06,899 - mmaction - INFO - Epoch [36][3120/3757] lr: 1.000e-03, eta: 18:27:09, time: 1.192, data_time: 0.048, memory: 7080, top1_acc: 0.7406, top5_acc: 0.8992, loss_cls: 1.0493, loss: 1.0493, grad_norm: 6.0769 2021-06-18 01:08:29,291 - mmaction - INFO - Epoch [36][3140/3757] lr: 1.000e-03, eta: 18:26:43, time: 1.117, data_time: 0.003, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8992, loss_cls: 1.1445, loss: 1.1445, grad_norm: 6.6600 2021-06-18 01:08:52,583 - mmaction - INFO - Epoch [36][3160/3757] lr: 1.000e-03, eta: 18:26:18, time: 1.166, data_time: 0.004, memory: 7080, top1_acc: 0.7117, top5_acc: 0.9047, loss_cls: 1.1023, loss: 1.1023, grad_norm: 6.4166 2021-06-18 01:09:15,088 - mmaction - INFO - Epoch [36][3180/3757] lr: 1.000e-03, eta: 18:25:52, time: 1.124, data_time: 0.003, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8883, loss_cls: 1.0780, loss: 1.0780, grad_norm: 6.0194 2021-06-18 01:09:38,016 - mmaction - INFO - Epoch [36][3200/3757] lr: 1.000e-03, eta: 18:25:26, time: 1.149, data_time: 0.003, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8875, loss_cls: 1.1569, loss: 1.1569, grad_norm: 6.5539 2021-06-18 01:09:59,494 - mmaction - INFO - Epoch [36][3220/3757] lr: 1.000e-03, eta: 18:25:00, time: 1.074, data_time: 0.063, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9070, loss_cls: 1.0716, loss: 1.0716, grad_norm: 6.4223 2021-06-18 01:10:21,854 - mmaction - INFO - Epoch [36][3240/3757] lr: 1.000e-03, eta: 18:24:34, time: 1.117, data_time: 0.279, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8953, loss_cls: 1.1109, loss: 1.1109, grad_norm: 6.2578 2021-06-18 01:10:44,802 - mmaction - INFO - Epoch [36][3260/3757] lr: 1.000e-03, eta: 18:24:08, time: 1.148, data_time: 0.196, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9141, loss_cls: 1.0046, loss: 1.0046, grad_norm: 6.0970 2021-06-18 01:11:06,978 - mmaction - INFO - Epoch [36][3280/3757] lr: 1.000e-03, eta: 18:23:42, time: 1.107, data_time: 0.317, memory: 7080, top1_acc: 0.7047, top5_acc: 0.9086, loss_cls: 1.1133, loss: 1.1133, grad_norm: 6.5947 2021-06-18 01:11:30,089 - mmaction - INFO - Epoch [36][3300/3757] lr: 1.000e-03, eta: 18:23:16, time: 1.158, data_time: 0.249, memory: 7080, top1_acc: 0.7219, top5_acc: 0.9086, loss_cls: 1.0678, loss: 1.0678, grad_norm: 6.3504 2021-06-18 01:11:53,745 - mmaction - INFO - Epoch [36][3320/3757] lr: 1.000e-03, eta: 18:22:51, time: 1.183, data_time: 0.076, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9125, loss_cls: 1.0379, loss: 1.0379, grad_norm: 6.2533 2021-06-18 01:12:16,893 - mmaction - INFO - Epoch [36][3340/3757] lr: 1.000e-03, eta: 18:22:25, time: 1.156, data_time: 0.022, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9023, loss_cls: 1.0303, loss: 1.0303, grad_norm: 6.1245 2021-06-18 01:12:38,979 - mmaction - INFO - Epoch [36][3360/3757] lr: 1.000e-03, eta: 18:21:59, time: 1.106, data_time: 0.006, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8922, loss_cls: 1.0596, loss: 1.0596, grad_norm: 6.2290 2021-06-18 01:13:01,549 - mmaction - INFO - Epoch [36][3380/3757] lr: 1.000e-03, eta: 18:21:33, time: 1.129, data_time: 0.037, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9000, loss_cls: 1.0857, loss: 1.0857, grad_norm: 6.4150 2021-06-18 01:13:24,804 - mmaction - INFO - Epoch [36][3400/3757] lr: 1.000e-03, eta: 18:21:08, time: 1.163, data_time: 0.007, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8891, loss_cls: 1.1537, loss: 1.1537, grad_norm: 6.4376 2021-06-18 01:13:47,196 - mmaction - INFO - Epoch [36][3420/3757] lr: 1.000e-03, eta: 18:20:42, time: 1.119, data_time: 0.123, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8984, loss_cls: 1.0772, loss: 1.0772, grad_norm: 6.4754 2021-06-18 01:14:10,730 - mmaction - INFO - Epoch [36][3440/3757] lr: 1.000e-03, eta: 18:20:16, time: 1.173, data_time: 0.268, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9008, loss_cls: 1.0609, loss: 1.0609, grad_norm: 6.1770 2021-06-18 01:14:33,676 - mmaction - INFO - Epoch [36][3460/3757] lr: 1.000e-03, eta: 18:19:50, time: 1.151, data_time: 0.301, memory: 7080, top1_acc: 0.7047, top5_acc: 0.9008, loss_cls: 1.1027, loss: 1.1027, grad_norm: 6.5101 2021-06-18 01:14:55,566 - mmaction - INFO - Epoch [36][3480/3757] lr: 1.000e-03, eta: 18:19:24, time: 1.093, data_time: 0.166, memory: 7080, top1_acc: 0.6969, top5_acc: 0.9047, loss_cls: 1.1587, loss: 1.1587, grad_norm: 6.4378 2021-06-18 01:15:18,216 - mmaction - INFO - Epoch [36][3500/3757] lr: 1.000e-03, eta: 18:18:58, time: 1.131, data_time: 0.009, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9039, loss_cls: 1.0433, loss: 1.0433, grad_norm: 6.2520 2021-06-18 01:15:40,100 - mmaction - INFO - Epoch [36][3520/3757] lr: 1.000e-03, eta: 18:18:32, time: 1.097, data_time: 0.103, memory: 7080, top1_acc: 0.7141, top5_acc: 0.9055, loss_cls: 1.0906, loss: 1.0906, grad_norm: 6.4445 2021-06-18 01:16:03,016 - mmaction - INFO - Epoch [36][3540/3757] lr: 1.000e-03, eta: 18:18:06, time: 1.141, data_time: 0.152, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9016, loss_cls: 1.0505, loss: 1.0505, grad_norm: 6.3350 2021-06-18 01:16:26,603 - mmaction - INFO - Epoch [36][3560/3757] lr: 1.000e-03, eta: 18:17:41, time: 1.184, data_time: 0.150, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.0741, loss: 1.0741, grad_norm: 6.2096 2021-06-18 01:16:48,598 - mmaction - INFO - Epoch [36][3580/3757] lr: 1.000e-03, eta: 18:17:15, time: 1.099, data_time: 0.053, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9102, loss_cls: 0.9957, loss: 0.9957, grad_norm: 6.1241 2021-06-18 01:17:12,400 - mmaction - INFO - Epoch [36][3600/3757] lr: 1.000e-03, eta: 18:16:49, time: 1.191, data_time: 0.186, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9000, loss_cls: 1.0443, loss: 1.0443, grad_norm: 6.3398 2021-06-18 01:17:36,350 - mmaction - INFO - Epoch [36][3620/3757] lr: 1.000e-03, eta: 18:16:24, time: 1.197, data_time: 0.073, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9000, loss_cls: 1.0714, loss: 1.0714, grad_norm: 6.4393 2021-06-18 01:17:58,469 - mmaction - INFO - Epoch [36][3640/3757] lr: 1.000e-03, eta: 18:15:58, time: 1.104, data_time: 0.001, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8867, loss_cls: 1.1637, loss: 1.1637, grad_norm: 6.6687 2021-06-18 01:18:21,238 - mmaction - INFO - Epoch [36][3660/3757] lr: 1.000e-03, eta: 18:15:32, time: 1.137, data_time: 0.006, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8898, loss_cls: 1.1009, loss: 1.1009, grad_norm: 6.2917 2021-06-18 01:18:42,634 - mmaction - INFO - Epoch [36][3680/3757] lr: 1.000e-03, eta: 18:15:06, time: 1.072, data_time: 0.005, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9023, loss_cls: 1.0332, loss: 1.0332, grad_norm: 6.2321 2021-06-18 01:19:06,506 - mmaction - INFO - Epoch [36][3700/3757] lr: 1.000e-03, eta: 18:14:41, time: 1.194, data_time: 0.004, memory: 7080, top1_acc: 0.7203, top5_acc: 0.9070, loss_cls: 1.0796, loss: 1.0796, grad_norm: 6.4020 2021-06-18 01:19:30,102 - mmaction - INFO - Epoch [36][3720/3757] lr: 1.000e-03, eta: 18:14:15, time: 1.180, data_time: 0.003, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9078, loss_cls: 1.0311, loss: 1.0311, grad_norm: 6.2494 2021-06-18 01:19:52,189 - mmaction - INFO - Epoch [36][3740/3757] lr: 1.000e-03, eta: 18:13:49, time: 1.104, data_time: 0.013, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8992, loss_cls: 1.0757, loss: 1.0757, grad_norm: 6.4192 2021-06-18 01:20:13,227 - mmaction - INFO - Saving checkpoint at 36 epochs 2021-06-18 01:28:03,370 - mmaction - INFO - Epoch [37][20/3757] lr: 1.000e-03, eta: 18:15:47, time: 23.460, data_time: 22.396, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8961, loss_cls: 1.1049, loss: 1.1049, grad_norm: 6.5478 2021-06-18 01:28:26,450 - mmaction - INFO - Epoch [37][40/3757] lr: 1.000e-03, eta: 18:15:22, time: 1.155, data_time: 0.154, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9078, loss_cls: 1.0581, loss: 1.0581, grad_norm: 6.2650 2021-06-18 01:28:48,921 - mmaction - INFO - Epoch [37][60/3757] lr: 1.000e-03, eta: 18:14:56, time: 1.123, data_time: 0.096, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9125, loss_cls: 0.9889, loss: 0.9889, grad_norm: 6.1387 2021-06-18 01:29:11,843 - mmaction - INFO - Epoch [37][80/3757] lr: 1.000e-03, eta: 18:14:30, time: 1.146, data_time: 0.333, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9055, loss_cls: 1.0009, loss: 1.0009, grad_norm: 6.1608 2021-06-18 01:29:33,937 - mmaction - INFO - Epoch [37][100/3757] lr: 1.000e-03, eta: 18:14:04, time: 1.104, data_time: 0.149, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9039, loss_cls: 1.0361, loss: 1.0361, grad_norm: 6.0524 2021-06-18 01:29:57,901 - mmaction - INFO - Epoch [37][120/3757] lr: 1.000e-03, eta: 18:13:38, time: 1.198, data_time: 0.065, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8961, loss_cls: 1.0941, loss: 1.0941, grad_norm: 6.5647 2021-06-18 01:30:19,715 - mmaction - INFO - Epoch [37][140/3757] lr: 1.000e-03, eta: 18:13:12, time: 1.087, data_time: 0.067, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9180, loss_cls: 1.0021, loss: 1.0021, grad_norm: 6.2774 2021-06-18 01:30:43,506 - mmaction - INFO - Epoch [37][160/3757] lr: 1.000e-03, eta: 18:12:46, time: 1.192, data_time: 0.372, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8953, loss_cls: 1.1319, loss: 1.1319, grad_norm: 6.4501 2021-06-18 01:31:07,393 - mmaction - INFO - Epoch [37][180/3757] lr: 1.000e-03, eta: 18:12:21, time: 1.195, data_time: 0.338, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8977, loss_cls: 1.1141, loss: 1.1141, grad_norm: 6.6309 2021-06-18 01:31:29,112 - mmaction - INFO - Epoch [37][200/3757] lr: 1.000e-03, eta: 18:11:55, time: 1.087, data_time: 0.386, memory: 7080, top1_acc: 0.7320, top5_acc: 0.8992, loss_cls: 1.0053, loss: 1.0053, grad_norm: 6.1758 2021-06-18 01:31:51,484 - mmaction - INFO - Epoch [37][220/3757] lr: 1.000e-03, eta: 18:11:29, time: 1.119, data_time: 0.225, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9039, loss_cls: 1.0802, loss: 1.0802, grad_norm: 6.6119 2021-06-18 01:32:14,265 - mmaction - INFO - Epoch [37][240/3757] lr: 1.000e-03, eta: 18:11:03, time: 1.139, data_time: 0.149, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9195, loss_cls: 0.9573, loss: 0.9573, grad_norm: 6.0741 2021-06-18 01:32:36,375 - mmaction - INFO - Epoch [37][260/3757] lr: 1.000e-03, eta: 18:10:37, time: 1.106, data_time: 0.001, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9008, loss_cls: 1.0961, loss: 1.0961, grad_norm: 6.4984 2021-06-18 01:32:59,459 - mmaction - INFO - Epoch [37][280/3757] lr: 1.000e-03, eta: 18:10:11, time: 1.151, data_time: 0.001, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9070, loss_cls: 1.0403, loss: 1.0403, grad_norm: 6.3109 2021-06-18 01:33:22,786 - mmaction - INFO - Epoch [37][300/3757] lr: 1.000e-03, eta: 18:09:45, time: 1.170, data_time: 0.052, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9102, loss_cls: 1.0611, loss: 1.0611, grad_norm: 6.1984 2021-06-18 01:33:45,031 - mmaction - INFO - Epoch [37][320/3757] lr: 1.000e-03, eta: 18:09:19, time: 1.109, data_time: 0.009, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8969, loss_cls: 1.0861, loss: 1.0861, grad_norm: 6.2269 2021-06-18 01:34:09,049 - mmaction - INFO - Epoch [37][340/3757] lr: 1.000e-03, eta: 18:08:54, time: 1.204, data_time: 0.047, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9062, loss_cls: 1.0542, loss: 1.0542, grad_norm: 6.3502 2021-06-18 01:34:32,180 - mmaction - INFO - Epoch [37][360/3757] lr: 1.000e-03, eta: 18:08:28, time: 1.156, data_time: 0.003, memory: 7080, top1_acc: 0.7078, top5_acc: 0.9000, loss_cls: 1.1036, loss: 1.1036, grad_norm: 6.6648 2021-06-18 01:34:55,106 - mmaction - INFO - Epoch [37][380/3757] lr: 1.000e-03, eta: 18:08:02, time: 1.146, data_time: 0.094, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8891, loss_cls: 1.0983, loss: 1.0983, grad_norm: 6.4621 2021-06-18 01:35:18,186 - mmaction - INFO - Epoch [37][400/3757] lr: 1.000e-03, eta: 18:07:37, time: 1.154, data_time: 0.026, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9125, loss_cls: 1.0199, loss: 1.0199, grad_norm: 6.1680 2021-06-18 01:35:41,349 - mmaction - INFO - Epoch [37][420/3757] lr: 1.000e-03, eta: 18:07:11, time: 1.159, data_time: 0.003, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9070, loss_cls: 1.0188, loss: 1.0188, grad_norm: 6.1194 2021-06-18 01:36:03,775 - mmaction - INFO - Epoch [37][440/3757] lr: 1.000e-03, eta: 18:06:45, time: 1.120, data_time: 0.001, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8969, loss_cls: 1.1361, loss: 1.1361, grad_norm: 6.3628 2021-06-18 01:36:27,639 - mmaction - INFO - Epoch [37][460/3757] lr: 1.000e-03, eta: 18:06:19, time: 1.193, data_time: 0.001, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9070, loss_cls: 1.0570, loss: 1.0570, grad_norm: 6.3779 2021-06-18 01:36:50,818 - mmaction - INFO - Epoch [37][480/3757] lr: 1.000e-03, eta: 18:05:54, time: 1.159, data_time: 0.004, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9062, loss_cls: 1.0598, loss: 1.0598, grad_norm: 6.3781 2021-06-18 01:37:12,263 - mmaction - INFO - Epoch [37][500/3757] lr: 1.000e-03, eta: 18:05:27, time: 1.072, data_time: 0.002, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9086, loss_cls: 1.0490, loss: 1.0490, grad_norm: 6.5194 2021-06-18 01:37:35,316 - mmaction - INFO - Epoch [37][520/3757] lr: 1.000e-03, eta: 18:05:02, time: 1.152, data_time: 0.073, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9078, loss_cls: 1.0415, loss: 1.0415, grad_norm: 6.3597 2021-06-18 01:37:57,786 - mmaction - INFO - Epoch [37][540/3757] lr: 1.000e-03, eta: 18:04:36, time: 1.124, data_time: 0.211, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9047, loss_cls: 1.0585, loss: 1.0585, grad_norm: 6.3308 2021-06-18 01:38:19,850 - mmaction - INFO - Epoch [37][560/3757] lr: 1.000e-03, eta: 18:04:10, time: 1.103, data_time: 0.168, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9039, loss_cls: 1.0185, loss: 1.0185, grad_norm: 6.2710 2021-06-18 01:38:42,563 - mmaction - INFO - Epoch [37][580/3757] lr: 1.000e-03, eta: 18:03:44, time: 1.134, data_time: 0.140, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9125, loss_cls: 1.0237, loss: 1.0237, grad_norm: 6.1835 2021-06-18 01:39:06,983 - mmaction - INFO - Epoch [37][600/3757] lr: 1.000e-03, eta: 18:03:18, time: 1.223, data_time: 0.076, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9187, loss_cls: 1.0232, loss: 1.0232, grad_norm: 6.3630 2021-06-18 01:39:28,876 - mmaction - INFO - Epoch [37][620/3757] lr: 1.000e-03, eta: 18:02:52, time: 1.094, data_time: 0.001, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9031, loss_cls: 1.0189, loss: 1.0189, grad_norm: 6.2096 2021-06-18 01:39:51,617 - mmaction - INFO - Epoch [37][640/3757] lr: 1.000e-03, eta: 18:02:26, time: 1.137, data_time: 0.003, memory: 7080, top1_acc: 0.7516, top5_acc: 0.8969, loss_cls: 1.0049, loss: 1.0049, grad_norm: 6.1091 2021-06-18 01:40:14,189 - mmaction - INFO - Epoch [37][660/3757] lr: 1.000e-03, eta: 18:02:00, time: 1.129, data_time: 0.009, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9156, loss_cls: 1.0313, loss: 1.0313, grad_norm: 6.4230 2021-06-18 01:40:37,318 - mmaction - INFO - Epoch [37][680/3757] lr: 1.000e-03, eta: 18:01:35, time: 1.154, data_time: 0.205, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9062, loss_cls: 1.0311, loss: 1.0311, grad_norm: 6.3528 2021-06-18 01:41:01,394 - mmaction - INFO - Epoch [37][700/3757] lr: 1.000e-03, eta: 18:01:09, time: 1.206, data_time: 0.124, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8969, loss_cls: 1.1122, loss: 1.1122, grad_norm: 6.5956 2021-06-18 01:41:24,110 - mmaction - INFO - Epoch [37][720/3757] lr: 1.000e-03, eta: 18:00:44, time: 1.135, data_time: 0.002, memory: 7080, top1_acc: 0.7148, top5_acc: 0.9055, loss_cls: 1.0642, loss: 1.0642, grad_norm: 6.4155 2021-06-18 01:41:45,191 - mmaction - INFO - Epoch [37][740/3757] lr: 1.000e-03, eta: 18:00:17, time: 1.056, data_time: 0.003, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9008, loss_cls: 1.0824, loss: 1.0824, grad_norm: 6.4524 2021-06-18 01:42:08,642 - mmaction - INFO - Epoch [37][760/3757] lr: 1.000e-03, eta: 17:59:51, time: 1.170, data_time: 0.086, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9117, loss_cls: 1.0281, loss: 1.0281, grad_norm: 6.2239 2021-06-18 01:42:30,695 - mmaction - INFO - Epoch [37][780/3757] lr: 1.000e-03, eta: 17:59:25, time: 1.104, data_time: 0.207, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8969, loss_cls: 1.1030, loss: 1.1030, grad_norm: 6.4240 2021-06-18 01:42:53,677 - mmaction - INFO - Epoch [37][800/3757] lr: 1.000e-03, eta: 17:59:00, time: 1.150, data_time: 0.254, memory: 7080, top1_acc: 0.7117, top5_acc: 0.9039, loss_cls: 1.0989, loss: 1.0989, grad_norm: 6.4369 2021-06-18 01:43:16,355 - mmaction - INFO - Epoch [37][820/3757] lr: 1.000e-03, eta: 17:58:34, time: 1.132, data_time: 0.042, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9023, loss_cls: 1.0620, loss: 1.0620, grad_norm: 6.2937 2021-06-18 01:43:40,341 - mmaction - INFO - Epoch [37][840/3757] lr: 1.000e-03, eta: 17:58:08, time: 1.201, data_time: 0.420, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9023, loss_cls: 1.0302, loss: 1.0302, grad_norm: 6.2093 2021-06-18 01:44:02,335 - mmaction - INFO - Epoch [37][860/3757] lr: 1.000e-03, eta: 17:57:42, time: 1.101, data_time: 0.148, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9094, loss_cls: 1.0326, loss: 1.0326, grad_norm: 6.2977 2021-06-18 01:44:25,256 - mmaction - INFO - Epoch [37][880/3757] lr: 1.000e-03, eta: 17:57:16, time: 1.145, data_time: 0.076, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9078, loss_cls: 1.0329, loss: 1.0329, grad_norm: 6.3233 2021-06-18 01:44:47,289 - mmaction - INFO - Epoch [37][900/3757] lr: 1.000e-03, eta: 17:56:50, time: 1.100, data_time: 0.059, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9195, loss_cls: 0.9625, loss: 0.9625, grad_norm: 6.0941 2021-06-18 01:45:10,641 - mmaction - INFO - Epoch [37][920/3757] lr: 1.000e-03, eta: 17:56:25, time: 1.170, data_time: 0.183, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9016, loss_cls: 1.0583, loss: 1.0583, grad_norm: 6.3539 2021-06-18 01:45:34,043 - mmaction - INFO - Epoch [37][940/3757] lr: 1.000e-03, eta: 17:55:59, time: 1.168, data_time: 0.086, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9000, loss_cls: 1.0548, loss: 1.0548, grad_norm: 6.4683 2021-06-18 01:45:55,885 - mmaction - INFO - Epoch [37][960/3757] lr: 1.000e-03, eta: 17:55:33, time: 1.094, data_time: 0.064, memory: 7080, top1_acc: 0.7156, top5_acc: 0.9031, loss_cls: 1.0754, loss: 1.0754, grad_norm: 6.4232 2021-06-18 01:46:19,050 - mmaction - INFO - Epoch [37][980/3757] lr: 1.000e-03, eta: 17:55:07, time: 1.159, data_time: 0.298, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9008, loss_cls: 1.0584, loss: 1.0584, grad_norm: 6.3963 2021-06-18 01:46:40,919 - mmaction - INFO - Epoch [37][1000/3757] lr: 1.000e-03, eta: 17:54:41, time: 1.089, data_time: 0.049, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9117, loss_cls: 1.0450, loss: 1.0450, grad_norm: 6.3991 2021-06-18 01:47:03,974 - mmaction - INFO - Epoch [37][1020/3757] lr: 1.000e-03, eta: 17:54:15, time: 1.156, data_time: 0.046, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9125, loss_cls: 1.0495, loss: 1.0495, grad_norm: 6.3383 2021-06-18 01:47:25,842 - mmaction - INFO - Epoch [37][1040/3757] lr: 1.000e-03, eta: 17:53:49, time: 1.093, data_time: 0.007, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9219, loss_cls: 1.0062, loss: 1.0062, grad_norm: 6.2956 2021-06-18 01:47:48,369 - mmaction - INFO - Epoch [37][1060/3757] lr: 1.000e-03, eta: 17:53:23, time: 1.127, data_time: 0.184, memory: 7080, top1_acc: 0.7367, top5_acc: 0.8984, loss_cls: 1.0762, loss: 1.0762, grad_norm: 6.1973 2021-06-18 01:48:11,486 - mmaction - INFO - Epoch [37][1080/3757] lr: 1.000e-03, eta: 17:52:57, time: 1.156, data_time: 0.148, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9258, loss_cls: 0.9867, loss: 0.9867, grad_norm: 6.2844 2021-06-18 01:48:33,453 - mmaction - INFO - Epoch [37][1100/3757] lr: 1.000e-03, eta: 17:52:31, time: 1.098, data_time: 0.023, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0623, loss: 1.0623, grad_norm: 6.4014 2021-06-18 01:48:56,256 - mmaction - INFO - Epoch [37][1120/3757] lr: 1.000e-03, eta: 17:52:06, time: 1.139, data_time: 0.274, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.0799, loss: 1.0799, grad_norm: 6.3538 2021-06-18 01:49:18,920 - mmaction - INFO - Epoch [37][1140/3757] lr: 1.000e-03, eta: 17:51:40, time: 1.135, data_time: 0.289, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9055, loss_cls: 1.0316, loss: 1.0316, grad_norm: 6.2601 2021-06-18 01:49:41,643 - mmaction - INFO - Epoch [37][1160/3757] lr: 1.000e-03, eta: 17:51:14, time: 1.136, data_time: 0.236, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9008, loss_cls: 1.0633, loss: 1.0633, grad_norm: 6.4388 2021-06-18 01:50:04,888 - mmaction - INFO - Epoch [37][1180/3757] lr: 1.000e-03, eta: 17:50:48, time: 1.162, data_time: 0.045, memory: 7080, top1_acc: 0.7109, top5_acc: 0.9039, loss_cls: 1.0950, loss: 1.0950, grad_norm: 6.3586 2021-06-18 01:50:27,640 - mmaction - INFO - Epoch [37][1200/3757] lr: 1.000e-03, eta: 17:50:22, time: 1.137, data_time: 0.005, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9008, loss_cls: 1.0820, loss: 1.0820, grad_norm: 6.5041 2021-06-18 01:50:50,186 - mmaction - INFO - Epoch [37][1220/3757] lr: 1.000e-03, eta: 17:49:56, time: 1.128, data_time: 0.008, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8969, loss_cls: 1.0979, loss: 1.0979, grad_norm: 6.4290 2021-06-18 01:51:11,980 - mmaction - INFO - Epoch [37][1240/3757] lr: 1.000e-03, eta: 17:49:30, time: 1.090, data_time: 0.166, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8984, loss_cls: 1.0482, loss: 1.0482, grad_norm: 6.3576 2021-06-18 01:51:34,846 - mmaction - INFO - Epoch [37][1260/3757] lr: 1.000e-03, eta: 17:49:04, time: 1.143, data_time: 0.001, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9148, loss_cls: 1.0000, loss: 1.0000, grad_norm: 6.1817 2021-06-18 01:51:59,152 - mmaction - INFO - Epoch [37][1280/3757] lr: 1.000e-03, eta: 17:48:39, time: 1.210, data_time: 0.008, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9062, loss_cls: 1.0488, loss: 1.0488, grad_norm: 6.3646 2021-06-18 01:52:21,980 - mmaction - INFO - Epoch [37][1300/3757] lr: 1.000e-03, eta: 17:48:13, time: 1.146, data_time: 0.007, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9039, loss_cls: 1.0846, loss: 1.0846, grad_norm: 6.4891 2021-06-18 01:52:44,462 - mmaction - INFO - Epoch [37][1320/3757] lr: 1.000e-03, eta: 17:47:47, time: 1.125, data_time: 0.003, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9008, loss_cls: 1.0815, loss: 1.0815, grad_norm: 6.4100 2021-06-18 01:53:08,714 - mmaction - INFO - Epoch [37][1340/3757] lr: 1.000e-03, eta: 17:47:22, time: 1.213, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9102, loss_cls: 1.0213, loss: 1.0213, grad_norm: 6.2754 2021-06-18 01:53:30,380 - mmaction - INFO - Epoch [37][1360/3757] lr: 1.000e-03, eta: 17:46:56, time: 1.082, data_time: 0.004, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1505, loss: 1.1505, grad_norm: 6.6183 2021-06-18 01:53:53,377 - mmaction - INFO - Epoch [37][1380/3757] lr: 1.000e-03, eta: 17:46:30, time: 1.150, data_time: 0.003, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9102, loss_cls: 1.0411, loss: 1.0411, grad_norm: 6.3568 2021-06-18 01:54:15,806 - mmaction - INFO - Epoch [37][1400/3757] lr: 1.000e-03, eta: 17:46:04, time: 1.120, data_time: 0.064, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9094, loss_cls: 1.0220, loss: 1.0220, grad_norm: 6.2744 2021-06-18 01:54:40,263 - mmaction - INFO - Epoch [37][1420/3757] lr: 1.000e-03, eta: 17:45:39, time: 1.221, data_time: 0.235, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9141, loss_cls: 1.0106, loss: 1.0106, grad_norm: 6.3287 2021-06-18 01:55:02,190 - mmaction - INFO - Epoch [37][1440/3757] lr: 1.000e-03, eta: 17:45:13, time: 1.100, data_time: 0.159, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1379, loss: 1.1379, grad_norm: 6.4967 2021-06-18 01:55:25,127 - mmaction - INFO - Epoch [37][1460/3757] lr: 1.000e-03, eta: 17:44:47, time: 1.145, data_time: 0.001, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9172, loss_cls: 1.0060, loss: 1.0060, grad_norm: 6.3275 2021-06-18 01:55:47,123 - mmaction - INFO - Epoch [37][1480/3757] lr: 1.000e-03, eta: 17:44:21, time: 1.100, data_time: 0.003, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9102, loss_cls: 1.0565, loss: 1.0565, grad_norm: 6.3782 2021-06-18 01:56:09,674 - mmaction - INFO - Epoch [37][1500/3757] lr: 1.000e-03, eta: 17:43:55, time: 1.126, data_time: 0.002, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8984, loss_cls: 1.0771, loss: 1.0771, grad_norm: 6.4667 2021-06-18 01:56:33,282 - mmaction - INFO - Epoch [37][1520/3757] lr: 1.000e-03, eta: 17:43:30, time: 1.181, data_time: 0.046, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8969, loss_cls: 1.0726, loss: 1.0726, grad_norm: 6.2167 2021-06-18 01:56:56,238 - mmaction - INFO - Epoch [37][1540/3757] lr: 1.000e-03, eta: 17:43:04, time: 1.149, data_time: 0.003, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9016, loss_cls: 1.0168, loss: 1.0168, grad_norm: 6.5129 2021-06-18 01:57:19,093 - mmaction - INFO - Epoch [37][1560/3757] lr: 1.000e-03, eta: 17:42:38, time: 1.142, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9117, loss_cls: 0.9773, loss: 0.9773, grad_norm: 6.3360 2021-06-18 01:57:41,808 - mmaction - INFO - Epoch [37][1580/3757] lr: 1.000e-03, eta: 17:42:12, time: 1.137, data_time: 0.003, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9086, loss_cls: 1.0704, loss: 1.0704, grad_norm: 6.5002 2021-06-18 01:58:04,426 - mmaction - INFO - Epoch [37][1600/3757] lr: 1.000e-03, eta: 17:41:46, time: 1.131, data_time: 0.003, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0654, loss: 1.0654, grad_norm: 6.2183 2021-06-18 01:58:27,405 - mmaction - INFO - Epoch [37][1620/3757] lr: 1.000e-03, eta: 17:41:21, time: 1.149, data_time: 0.012, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9125, loss_cls: 0.9650, loss: 0.9650, grad_norm: 6.0551 2021-06-18 01:58:50,131 - mmaction - INFO - Epoch [37][1640/3757] lr: 1.000e-03, eta: 17:40:55, time: 1.134, data_time: 0.004, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8969, loss_cls: 1.0515, loss: 1.0515, grad_norm: 6.4859 2021-06-18 01:59:11,823 - mmaction - INFO - Epoch [37][1660/3757] lr: 1.000e-03, eta: 17:40:29, time: 1.084, data_time: 0.037, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9102, loss_cls: 1.0005, loss: 1.0005, grad_norm: 6.3302 2021-06-18 01:59:34,403 - mmaction - INFO - Epoch [37][1680/3757] lr: 1.000e-03, eta: 17:40:03, time: 1.131, data_time: 0.117, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8898, loss_cls: 1.0981, loss: 1.0981, grad_norm: 6.5066 2021-06-18 01:59:58,000 - mmaction - INFO - Epoch [37][1700/3757] lr: 1.000e-03, eta: 17:39:37, time: 1.180, data_time: 0.187, memory: 7080, top1_acc: 0.7406, top5_acc: 0.8953, loss_cls: 1.1077, loss: 1.1077, grad_norm: 6.5338 2021-06-18 02:00:20,897 - mmaction - INFO - Epoch [37][1720/3757] lr: 1.000e-03, eta: 17:39:12, time: 1.142, data_time: 0.127, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9047, loss_cls: 1.0233, loss: 1.0233, grad_norm: 6.1413 2021-06-18 02:00:41,323 - mmaction - INFO - Epoch [37][1740/3757] lr: 1.000e-03, eta: 17:38:45, time: 1.024, data_time: 0.185, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9016, loss_cls: 1.0448, loss: 1.0448, grad_norm: 6.4128 2021-06-18 02:01:04,143 - mmaction - INFO - Epoch [37][1760/3757] lr: 1.000e-03, eta: 17:38:19, time: 1.142, data_time: 0.221, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9078, loss_cls: 1.0144, loss: 1.0144, grad_norm: 6.1008 2021-06-18 02:01:27,924 - mmaction - INFO - Epoch [37][1780/3757] lr: 1.000e-03, eta: 17:37:54, time: 1.188, data_time: 0.448, memory: 7080, top1_acc: 0.7180, top5_acc: 0.9109, loss_cls: 1.0549, loss: 1.0549, grad_norm: 6.3785 2021-06-18 02:01:49,479 - mmaction - INFO - Epoch [37][1800/3757] lr: 1.000e-03, eta: 17:37:27, time: 1.078, data_time: 0.072, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9078, loss_cls: 1.0731, loss: 1.0731, grad_norm: 6.2852 2021-06-18 02:02:12,299 - mmaction - INFO - Epoch [37][1820/3757] lr: 1.000e-03, eta: 17:37:02, time: 1.140, data_time: 0.043, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9109, loss_cls: 0.9978, loss: 0.9978, grad_norm: 6.3020 2021-06-18 02:02:35,326 - mmaction - INFO - Epoch [37][1840/3757] lr: 1.000e-03, eta: 17:36:36, time: 1.153, data_time: 0.151, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9055, loss_cls: 1.0347, loss: 1.0347, grad_norm: 6.3117 2021-06-18 02:02:58,983 - mmaction - INFO - Epoch [37][1860/3757] lr: 1.000e-03, eta: 17:36:10, time: 1.182, data_time: 0.146, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9023, loss_cls: 1.0210, loss: 1.0210, grad_norm: 6.2794 2021-06-18 02:03:21,887 - mmaction - INFO - Epoch [37][1880/3757] lr: 1.000e-03, eta: 17:35:45, time: 1.146, data_time: 0.145, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9055, loss_cls: 1.0631, loss: 1.0631, grad_norm: 6.4788 2021-06-18 02:03:44,178 - mmaction - INFO - Epoch [37][1900/3757] lr: 1.000e-03, eta: 17:35:19, time: 1.114, data_time: 0.180, memory: 7080, top1_acc: 0.7461, top5_acc: 0.8898, loss_cls: 1.0433, loss: 1.0433, grad_norm: 6.1489 2021-06-18 02:04:07,402 - mmaction - INFO - Epoch [37][1920/3757] lr: 1.000e-03, eta: 17:34:53, time: 1.162, data_time: 0.240, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9086, loss_cls: 1.0473, loss: 1.0473, grad_norm: 6.4107 2021-06-18 02:04:29,396 - mmaction - INFO - Epoch [37][1940/3757] lr: 1.000e-03, eta: 17:34:27, time: 1.099, data_time: 0.138, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8891, loss_cls: 1.1616, loss: 1.1616, grad_norm: 6.7566 2021-06-18 02:04:52,620 - mmaction - INFO - Epoch [37][1960/3757] lr: 1.000e-03, eta: 17:34:01, time: 1.161, data_time: 0.053, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9023, loss_cls: 1.0495, loss: 1.0495, grad_norm: 6.3708 2021-06-18 02:05:15,054 - mmaction - INFO - Epoch [37][1980/3757] lr: 1.000e-03, eta: 17:33:36, time: 1.121, data_time: 0.020, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9023, loss_cls: 1.0755, loss: 1.0755, grad_norm: 6.5373 2021-06-18 02:05:37,238 - mmaction - INFO - Epoch [37][2000/3757] lr: 1.000e-03, eta: 17:33:10, time: 1.110, data_time: 0.054, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8984, loss_cls: 1.1164, loss: 1.1164, grad_norm: 6.5276 2021-06-18 02:05:59,810 - mmaction - INFO - Epoch [37][2020/3757] lr: 1.000e-03, eta: 17:32:44, time: 1.128, data_time: 0.078, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8883, loss_cls: 1.1342, loss: 1.1342, grad_norm: 6.6553 2021-06-18 02:06:21,829 - mmaction - INFO - Epoch [37][2040/3757] lr: 1.000e-03, eta: 17:32:18, time: 1.101, data_time: 0.052, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9117, loss_cls: 1.0208, loss: 1.0208, grad_norm: 6.4012 2021-06-18 02:06:44,869 - mmaction - INFO - Epoch [37][2060/3757] lr: 1.000e-03, eta: 17:31:52, time: 1.152, data_time: 0.126, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9102, loss_cls: 1.0702, loss: 1.0702, grad_norm: 6.8020 2021-06-18 02:07:06,815 - mmaction - INFO - Epoch [37][2080/3757] lr: 1.000e-03, eta: 17:31:26, time: 1.097, data_time: 0.289, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9078, loss_cls: 0.9811, loss: 0.9811, grad_norm: 6.1061 2021-06-18 02:07:29,826 - mmaction - INFO - Epoch [37][2100/3757] lr: 1.000e-03, eta: 17:31:00, time: 1.151, data_time: 0.195, memory: 7080, top1_acc: 0.7398, top5_acc: 0.8977, loss_cls: 1.0435, loss: 1.0435, grad_norm: 6.2922 2021-06-18 02:07:53,270 - mmaction - INFO - Epoch [37][2120/3757] lr: 1.000e-03, eta: 17:30:35, time: 1.173, data_time: 0.114, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8969, loss_cls: 1.1324, loss: 1.1324, grad_norm: 6.5376 2021-06-18 02:08:15,151 - mmaction - INFO - Epoch [37][2140/3757] lr: 1.000e-03, eta: 17:30:08, time: 1.092, data_time: 0.329, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9141, loss_cls: 1.0759, loss: 1.0759, grad_norm: 6.6213 2021-06-18 02:08:39,871 - mmaction - INFO - Epoch [37][2160/3757] lr: 1.000e-03, eta: 17:29:43, time: 1.237, data_time: 0.103, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8852, loss_cls: 1.1295, loss: 1.1295, grad_norm: 6.5373 2021-06-18 02:09:01,194 - mmaction - INFO - Epoch [37][2180/3757] lr: 1.000e-03, eta: 17:29:17, time: 1.064, data_time: 0.001, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8945, loss_cls: 1.1024, loss: 1.1024, grad_norm: 6.6021 2021-06-18 02:09:24,923 - mmaction - INFO - Epoch [37][2200/3757] lr: 1.000e-03, eta: 17:28:52, time: 1.188, data_time: 0.023, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8984, loss_cls: 1.0760, loss: 1.0760, grad_norm: 6.3203 2021-06-18 02:09:46,639 - mmaction - INFO - Epoch [37][2220/3757] lr: 1.000e-03, eta: 17:28:25, time: 1.087, data_time: 0.098, memory: 7080, top1_acc: 0.7156, top5_acc: 0.9031, loss_cls: 1.1065, loss: 1.1065, grad_norm: 6.5590 2021-06-18 02:10:09,718 - mmaction - INFO - Epoch [37][2240/3757] lr: 1.000e-03, eta: 17:28:00, time: 1.154, data_time: 0.109, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9016, loss_cls: 1.0253, loss: 1.0253, grad_norm: 6.2420 2021-06-18 02:10:32,298 - mmaction - INFO - Epoch [37][2260/3757] lr: 1.000e-03, eta: 17:27:34, time: 1.129, data_time: 0.053, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9023, loss_cls: 1.0406, loss: 1.0406, grad_norm: 6.1173 2021-06-18 02:10:54,022 - mmaction - INFO - Epoch [37][2280/3757] lr: 1.000e-03, eta: 17:27:08, time: 1.086, data_time: 0.276, memory: 7080, top1_acc: 0.7164, top5_acc: 0.9195, loss_cls: 1.0506, loss: 1.0506, grad_norm: 6.3321 2021-06-18 02:11:18,249 - mmaction - INFO - Epoch [37][2300/3757] lr: 1.000e-03, eta: 17:26:43, time: 1.211, data_time: 0.093, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9047, loss_cls: 1.0121, loss: 1.0121, grad_norm: 6.2963 2021-06-18 02:11:40,026 - mmaction - INFO - Epoch [37][2320/3757] lr: 1.000e-03, eta: 17:26:16, time: 1.089, data_time: 0.002, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8977, loss_cls: 1.0901, loss: 1.0901, grad_norm: 6.2724 2021-06-18 02:12:02,662 - mmaction - INFO - Epoch [37][2340/3757] lr: 1.000e-03, eta: 17:25:51, time: 1.132, data_time: 0.124, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1316, loss: 1.1316, grad_norm: 6.5896 2021-06-18 02:12:26,025 - mmaction - INFO - Epoch [37][2360/3757] lr: 1.000e-03, eta: 17:25:25, time: 1.167, data_time: 0.293, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8969, loss_cls: 1.1519, loss: 1.1519, grad_norm: 6.6579 2021-06-18 02:12:48,441 - mmaction - INFO - Epoch [37][2380/3757] lr: 1.000e-03, eta: 17:24:59, time: 1.122, data_time: 0.155, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8984, loss_cls: 1.0851, loss: 1.0851, grad_norm: 6.4817 2021-06-18 02:13:10,391 - mmaction - INFO - Epoch [37][2400/3757] lr: 1.000e-03, eta: 17:24:33, time: 1.097, data_time: 0.083, memory: 7080, top1_acc: 0.7320, top5_acc: 0.8992, loss_cls: 1.0537, loss: 1.0537, grad_norm: 6.4789 2021-06-18 02:13:33,305 - mmaction - INFO - Epoch [37][2420/3757] lr: 1.000e-03, eta: 17:24:07, time: 1.146, data_time: 0.005, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8906, loss_cls: 1.0930, loss: 1.0930, grad_norm: 6.3215 2021-06-18 02:13:56,149 - mmaction - INFO - Epoch [37][2440/3757] lr: 1.000e-03, eta: 17:23:42, time: 1.143, data_time: 0.066, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9133, loss_cls: 0.9890, loss: 0.9890, grad_norm: 6.2800 2021-06-18 02:14:19,732 - mmaction - INFO - Epoch [37][2460/3757] lr: 1.000e-03, eta: 17:23:16, time: 1.179, data_time: 0.079, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8977, loss_cls: 1.0723, loss: 1.0723, grad_norm: 6.3823 2021-06-18 02:14:42,166 - mmaction - INFO - Epoch [37][2480/3757] lr: 1.000e-03, eta: 17:22:50, time: 1.118, data_time: 0.001, memory: 7080, top1_acc: 0.7352, top5_acc: 0.8977, loss_cls: 1.0818, loss: 1.0818, grad_norm: 6.4874 2021-06-18 02:15:06,587 - mmaction - INFO - Epoch [37][2500/3757] lr: 1.000e-03, eta: 17:22:25, time: 1.225, data_time: 0.005, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9023, loss_cls: 1.0619, loss: 1.0619, grad_norm: 6.2690 2021-06-18 02:15:28,970 - mmaction - INFO - Epoch [37][2520/3757] lr: 1.000e-03, eta: 17:21:59, time: 1.119, data_time: 0.002, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9180, loss_cls: 1.0412, loss: 1.0412, grad_norm: 6.5902 2021-06-18 02:15:50,271 - mmaction - INFO - Epoch [37][2540/3757] lr: 1.000e-03, eta: 17:21:33, time: 1.065, data_time: 0.001, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9086, loss_cls: 1.0637, loss: 1.0637, grad_norm: 6.6042 2021-06-18 02:16:13,967 - mmaction - INFO - Epoch [37][2560/3757] lr: 1.000e-03, eta: 17:21:07, time: 1.185, data_time: 0.002, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8883, loss_cls: 1.1478, loss: 1.1478, grad_norm: 6.5873 2021-06-18 02:16:36,558 - mmaction - INFO - Epoch [37][2580/3757] lr: 1.000e-03, eta: 17:20:42, time: 1.129, data_time: 0.001, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8945, loss_cls: 1.1290, loss: 1.1290, grad_norm: 6.6395 2021-06-18 02:16:59,307 - mmaction - INFO - Epoch [37][2600/3757] lr: 1.000e-03, eta: 17:20:16, time: 1.139, data_time: 0.003, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9008, loss_cls: 1.0249, loss: 1.0249, grad_norm: 6.3143 2021-06-18 02:17:21,477 - mmaction - INFO - Epoch [37][2620/3757] lr: 1.000e-03, eta: 17:19:50, time: 1.108, data_time: 0.001, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9086, loss_cls: 0.9920, loss: 0.9920, grad_norm: 6.1424 2021-06-18 02:17:44,054 - mmaction - INFO - Epoch [37][2640/3757] lr: 1.000e-03, eta: 17:19:24, time: 1.128, data_time: 0.003, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9078, loss_cls: 1.0399, loss: 1.0399, grad_norm: 6.4822 2021-06-18 02:18:08,885 - mmaction - INFO - Epoch [37][2660/3757] lr: 1.000e-03, eta: 17:18:59, time: 1.242, data_time: 0.078, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8914, loss_cls: 1.1565, loss: 1.1565, grad_norm: 6.5692 2021-06-18 02:18:30,189 - mmaction - INFO - Epoch [37][2680/3757] lr: 1.000e-03, eta: 17:18:33, time: 1.066, data_time: 0.004, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9055, loss_cls: 1.0051, loss: 1.0051, grad_norm: 6.1587 2021-06-18 02:18:53,868 - mmaction - INFO - Epoch [37][2700/3757] lr: 1.000e-03, eta: 17:18:07, time: 1.184, data_time: 0.002, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9141, loss_cls: 1.0919, loss: 1.0919, grad_norm: 6.5901 2021-06-18 02:19:16,576 - mmaction - INFO - Epoch [37][2720/3757] lr: 1.000e-03, eta: 17:17:41, time: 1.135, data_time: 0.002, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9039, loss_cls: 1.0736, loss: 1.0736, grad_norm: 6.4386 2021-06-18 02:19:39,233 - mmaction - INFO - Epoch [37][2740/3757] lr: 1.000e-03, eta: 17:17:16, time: 1.133, data_time: 0.009, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9172, loss_cls: 0.9930, loss: 0.9930, grad_norm: 6.2788 2021-06-18 02:20:02,296 - mmaction - INFO - Epoch [37][2760/3757] lr: 1.000e-03, eta: 17:16:50, time: 1.154, data_time: 0.085, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9078, loss_cls: 0.9695, loss: 0.9695, grad_norm: 6.0814 2021-06-18 02:20:25,522 - mmaction - INFO - Epoch [37][2780/3757] lr: 1.000e-03, eta: 17:16:24, time: 1.160, data_time: 0.290, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8922, loss_cls: 1.1201, loss: 1.1201, grad_norm: 6.6573 2021-06-18 02:20:48,864 - mmaction - INFO - Epoch [37][2800/3757] lr: 1.000e-03, eta: 17:15:59, time: 1.168, data_time: 0.231, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9164, loss_cls: 0.9889, loss: 0.9889, grad_norm: 6.2622 2021-06-18 02:21:12,566 - mmaction - INFO - Epoch [37][2820/3757] lr: 1.000e-03, eta: 17:15:33, time: 1.185, data_time: 0.019, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9102, loss_cls: 1.0774, loss: 1.0774, grad_norm: 6.3514 2021-06-18 02:21:34,192 - mmaction - INFO - Epoch [37][2840/3757] lr: 1.000e-03, eta: 17:15:07, time: 1.082, data_time: 0.002, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9031, loss_cls: 1.0564, loss: 1.0564, grad_norm: 6.5404 2021-06-18 02:21:57,145 - mmaction - INFO - Epoch [37][2860/3757] lr: 1.000e-03, eta: 17:14:42, time: 1.147, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9117, loss_cls: 0.9689, loss: 0.9689, grad_norm: 6.0684 2021-06-18 02:22:19,003 - mmaction - INFO - Epoch [37][2880/3757] lr: 1.000e-03, eta: 17:14:16, time: 1.094, data_time: 0.003, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9117, loss_cls: 1.0298, loss: 1.0298, grad_norm: 6.3429 2021-06-18 02:22:42,214 - mmaction - INFO - Epoch [37][2900/3757] lr: 1.000e-03, eta: 17:13:50, time: 1.157, data_time: 0.002, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8828, loss_cls: 1.1075, loss: 1.1075, grad_norm: 6.5210 2021-06-18 02:23:04,031 - mmaction - INFO - Epoch [37][2920/3757] lr: 1.000e-03, eta: 17:13:24, time: 1.094, data_time: 0.031, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8984, loss_cls: 1.1203, loss: 1.1203, grad_norm: 6.6654 2021-06-18 02:23:27,320 - mmaction - INFO - Epoch [37][2940/3757] lr: 1.000e-03, eta: 17:12:58, time: 1.164, data_time: 0.126, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.0486, loss: 1.0486, grad_norm: 6.2815 2021-06-18 02:23:49,664 - mmaction - INFO - Epoch [37][2960/3757] lr: 1.000e-03, eta: 17:12:32, time: 1.118, data_time: 0.093, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9000, loss_cls: 1.0089, loss: 1.0089, grad_norm: 6.2835 2021-06-18 02:24:12,910 - mmaction - INFO - Epoch [37][2980/3757] lr: 1.000e-03, eta: 17:12:07, time: 1.161, data_time: 0.131, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9070, loss_cls: 1.0460, loss: 1.0460, grad_norm: 6.5668 2021-06-18 02:24:35,224 - mmaction - INFO - Epoch [37][3000/3757] lr: 1.000e-03, eta: 17:11:41, time: 1.117, data_time: 0.058, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8852, loss_cls: 1.1228, loss: 1.1228, grad_norm: 6.4449 2021-06-18 02:24:57,482 - mmaction - INFO - Epoch [37][3020/3757] lr: 1.000e-03, eta: 17:11:15, time: 1.113, data_time: 0.011, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9125, loss_cls: 1.0256, loss: 1.0256, grad_norm: 6.4139 2021-06-18 02:25:20,659 - mmaction - INFO - Epoch [37][3040/3757] lr: 1.000e-03, eta: 17:10:49, time: 1.152, data_time: 0.002, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9039, loss_cls: 1.0701, loss: 1.0701, grad_norm: 6.3676 2021-06-18 02:25:43,147 - mmaction - INFO - Epoch [37][3060/3757] lr: 1.000e-03, eta: 17:10:23, time: 1.130, data_time: 0.078, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9062, loss_cls: 1.0146, loss: 1.0146, grad_norm: 6.1551 2021-06-18 02:26:06,131 - mmaction - INFO - Epoch [37][3080/3757] lr: 1.000e-03, eta: 17:09:58, time: 1.150, data_time: 0.108, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9133, loss_cls: 1.0426, loss: 1.0426, grad_norm: 6.3320 2021-06-18 02:26:28,182 - mmaction - INFO - Epoch [37][3100/3757] lr: 1.000e-03, eta: 17:09:32, time: 1.103, data_time: 0.275, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9047, loss_cls: 1.0139, loss: 1.0139, grad_norm: 6.1770 2021-06-18 02:26:51,416 - mmaction - INFO - Epoch [37][3120/3757] lr: 1.000e-03, eta: 17:09:06, time: 1.161, data_time: 0.057, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9023, loss_cls: 1.0493, loss: 1.0493, grad_norm: 6.3501 2021-06-18 02:27:14,687 - mmaction - INFO - Epoch [37][3140/3757] lr: 1.000e-03, eta: 17:08:41, time: 1.165, data_time: 0.057, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9180, loss_cls: 1.0036, loss: 1.0036, grad_norm: 6.3032 2021-06-18 02:27:37,953 - mmaction - INFO - Epoch [37][3160/3757] lr: 1.000e-03, eta: 17:08:15, time: 1.163, data_time: 0.157, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8977, loss_cls: 1.0831, loss: 1.0831, grad_norm: 6.4495 2021-06-18 02:28:00,421 - mmaction - INFO - Epoch [37][3180/3757] lr: 1.000e-03, eta: 17:07:49, time: 1.123, data_time: 0.005, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8883, loss_cls: 1.1137, loss: 1.1137, grad_norm: 6.6597 2021-06-18 02:28:24,013 - mmaction - INFO - Epoch [37][3200/3757] lr: 1.000e-03, eta: 17:07:24, time: 1.179, data_time: 0.030, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9086, loss_cls: 1.0208, loss: 1.0208, grad_norm: 6.3056 2021-06-18 02:28:47,288 - mmaction - INFO - Epoch [37][3220/3757] lr: 1.000e-03, eta: 17:06:58, time: 1.164, data_time: 0.441, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1509, loss: 1.1509, grad_norm: 6.5251 2021-06-18 02:29:08,886 - mmaction - INFO - Epoch [37][3240/3757] lr: 1.000e-03, eta: 17:06:32, time: 1.076, data_time: 0.174, memory: 7080, top1_acc: 0.7031, top5_acc: 0.8938, loss_cls: 1.1583, loss: 1.1583, grad_norm: 6.8206 2021-06-18 02:29:30,905 - mmaction - INFO - Epoch [37][3260/3757] lr: 1.000e-03, eta: 17:06:06, time: 1.105, data_time: 0.375, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9000, loss_cls: 1.0863, loss: 1.0863, grad_norm: 6.3766 2021-06-18 02:29:53,638 - mmaction - INFO - Epoch [37][3280/3757] lr: 1.000e-03, eta: 17:05:40, time: 1.136, data_time: 0.226, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8984, loss_cls: 1.0646, loss: 1.0646, grad_norm: 6.3260 2021-06-18 02:30:16,892 - mmaction - INFO - Epoch [37][3300/3757] lr: 1.000e-03, eta: 17:05:15, time: 1.163, data_time: 0.051, memory: 7080, top1_acc: 0.7359, top5_acc: 0.8969, loss_cls: 1.0773, loss: 1.0773, grad_norm: 6.3649 2021-06-18 02:30:39,265 - mmaction - INFO - Epoch [37][3320/3757] lr: 1.000e-03, eta: 17:04:49, time: 1.119, data_time: 0.148, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8945, loss_cls: 1.0577, loss: 1.0577, grad_norm: 6.3557 2021-06-18 02:31:02,636 - mmaction - INFO - Epoch [37][3340/3757] lr: 1.000e-03, eta: 17:04:23, time: 1.168, data_time: 0.002, memory: 7080, top1_acc: 0.7367, top5_acc: 0.8984, loss_cls: 1.0546, loss: 1.0546, grad_norm: 6.3655 2021-06-18 02:31:26,115 - mmaction - INFO - Epoch [37][3360/3757] lr: 1.000e-03, eta: 17:03:58, time: 1.174, data_time: 0.002, memory: 7080, top1_acc: 0.7391, top5_acc: 0.8969, loss_cls: 1.0379, loss: 1.0379, grad_norm: 6.4382 2021-06-18 02:31:49,264 - mmaction - INFO - Epoch [37][3380/3757] lr: 1.000e-03, eta: 17:03:32, time: 1.157, data_time: 0.002, memory: 7080, top1_acc: 0.7070, top5_acc: 0.9008, loss_cls: 1.1499, loss: 1.1499, grad_norm: 6.7954 2021-06-18 02:32:11,595 - mmaction - INFO - Epoch [37][3400/3757] lr: 1.000e-03, eta: 17:03:06, time: 1.117, data_time: 0.040, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8977, loss_cls: 1.1001, loss: 1.1001, grad_norm: 6.5818 2021-06-18 02:32:34,901 - mmaction - INFO - Epoch [37][3420/3757] lr: 1.000e-03, eta: 17:02:41, time: 1.166, data_time: 0.136, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8945, loss_cls: 1.0634, loss: 1.0634, grad_norm: 6.3061 2021-06-18 02:32:56,520 - mmaction - INFO - Epoch [37][3440/3757] lr: 1.000e-03, eta: 17:02:15, time: 1.081, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9055, loss_cls: 1.0604, loss: 1.0604, grad_norm: 6.4628 2021-06-18 02:33:19,097 - mmaction - INFO - Epoch [37][3460/3757] lr: 1.000e-03, eta: 17:01:49, time: 1.129, data_time: 0.148, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9094, loss_cls: 0.9852, loss: 0.9852, grad_norm: 6.0141 2021-06-18 02:33:41,650 - mmaction - INFO - Epoch [37][3480/3757] lr: 1.000e-03, eta: 17:01:23, time: 1.125, data_time: 0.389, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8961, loss_cls: 1.0940, loss: 1.0940, grad_norm: 6.6233 2021-06-18 02:34:05,274 - mmaction - INFO - Epoch [37][3500/3757] lr: 1.000e-03, eta: 17:00:58, time: 1.183, data_time: 0.169, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.0380, loss: 1.0380, grad_norm: 6.2745 2021-06-18 02:34:27,912 - mmaction - INFO - Epoch [37][3520/3757] lr: 1.000e-03, eta: 17:00:32, time: 1.132, data_time: 0.083, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9023, loss_cls: 1.0633, loss: 1.0633, grad_norm: 6.5046 2021-06-18 02:34:50,511 - mmaction - INFO - Epoch [37][3540/3757] lr: 1.000e-03, eta: 17:00:06, time: 1.130, data_time: 0.025, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9039, loss_cls: 1.0688, loss: 1.0688, grad_norm: 6.6456 2021-06-18 02:35:14,214 - mmaction - INFO - Epoch [37][3560/3757] lr: 1.000e-03, eta: 16:59:41, time: 1.185, data_time: 0.001, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9172, loss_cls: 1.0149, loss: 1.0149, grad_norm: 6.1717 2021-06-18 02:35:38,062 - mmaction - INFO - Epoch [37][3580/3757] lr: 1.000e-03, eta: 16:59:15, time: 1.190, data_time: 0.001, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9109, loss_cls: 1.0270, loss: 1.0270, grad_norm: 6.3388 2021-06-18 02:35:59,881 - mmaction - INFO - Epoch [37][3600/3757] lr: 1.000e-03, eta: 16:58:49, time: 1.091, data_time: 0.011, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.0588, loss: 1.0588, grad_norm: 6.2573 2021-06-18 02:36:22,378 - mmaction - INFO - Epoch [37][3620/3757] lr: 1.000e-03, eta: 16:58:24, time: 1.125, data_time: 0.032, memory: 7080, top1_acc: 0.7023, top5_acc: 0.8906, loss_cls: 1.1605, loss: 1.1605, grad_norm: 6.6931 2021-06-18 02:36:44,868 - mmaction - INFO - Epoch [37][3640/3757] lr: 1.000e-03, eta: 16:57:58, time: 1.127, data_time: 0.072, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9086, loss_cls: 0.9861, loss: 0.9861, grad_norm: 6.1541 2021-06-18 02:37:08,549 - mmaction - INFO - Epoch [37][3660/3757] lr: 1.000e-03, eta: 16:57:32, time: 1.184, data_time: 0.209, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9031, loss_cls: 1.0512, loss: 1.0512, grad_norm: 6.4091 2021-06-18 02:37:30,953 - mmaction - INFO - Epoch [37][3680/3757] lr: 1.000e-03, eta: 16:57:06, time: 1.120, data_time: 0.176, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9023, loss_cls: 1.0640, loss: 1.0640, grad_norm: 6.4925 2021-06-18 02:37:54,154 - mmaction - INFO - Epoch [37][3700/3757] lr: 1.000e-03, eta: 16:56:41, time: 1.160, data_time: 0.339, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9094, loss_cls: 1.0380, loss: 1.0380, grad_norm: 6.2273 2021-06-18 02:38:17,007 - mmaction - INFO - Epoch [37][3720/3757] lr: 1.000e-03, eta: 16:56:15, time: 1.141, data_time: 0.252, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9086, loss_cls: 1.0450, loss: 1.0450, grad_norm: 6.4714 2021-06-18 02:38:38,990 - mmaction - INFO - Epoch [37][3740/3757] lr: 1.000e-03, eta: 16:55:49, time: 1.100, data_time: 0.161, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 1.0422, loss: 1.0422, grad_norm: 6.4388 2021-06-18 02:39:01,933 - mmaction - INFO - Saving checkpoint at 37 epochs 2021-06-18 02:46:16,965 - mmaction - INFO - Epoch [38][20/3757] lr: 1.000e-03, eta: 16:57:19, time: 21.702, data_time: 20.813, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9008, loss_cls: 1.0478, loss: 1.0478, grad_norm: 6.1182 2021-06-18 02:46:39,625 - mmaction - INFO - Epoch [38][40/3757] lr: 1.000e-03, eta: 16:56:53, time: 1.135, data_time: 0.090, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9195, loss_cls: 0.9962, loss: 0.9962, grad_norm: 6.4193 2021-06-18 02:47:02,694 - mmaction - INFO - Epoch [38][60/3757] lr: 1.000e-03, eta: 16:56:28, time: 1.153, data_time: 0.295, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9094, loss_cls: 1.0400, loss: 1.0400, grad_norm: 6.3271 2021-06-18 02:47:24,755 - mmaction - INFO - Epoch [38][80/3757] lr: 1.000e-03, eta: 16:56:02, time: 1.103, data_time: 0.271, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9008, loss_cls: 1.0365, loss: 1.0365, grad_norm: 6.3026 2021-06-18 02:47:47,278 - mmaction - INFO - Epoch [38][100/3757] lr: 1.000e-03, eta: 16:55:36, time: 1.125, data_time: 0.017, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8945, loss_cls: 1.0727, loss: 1.0727, grad_norm: 6.4311 2021-06-18 02:48:09,891 - mmaction - INFO - Epoch [38][120/3757] lr: 1.000e-03, eta: 16:55:10, time: 1.133, data_time: 0.036, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9102, loss_cls: 1.0291, loss: 1.0291, grad_norm: 6.3963 2021-06-18 02:48:33,329 - mmaction - INFO - Epoch [38][140/3757] lr: 1.000e-03, eta: 16:54:44, time: 1.172, data_time: 0.027, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 1.0008, loss: 1.0008, grad_norm: 6.2586 2021-06-18 02:48:54,616 - mmaction - INFO - Epoch [38][160/3757] lr: 1.000e-03, eta: 16:54:18, time: 1.064, data_time: 0.082, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9062, loss_cls: 1.0666, loss: 1.0666, grad_norm: 6.4082 2021-06-18 02:49:18,516 - mmaction - INFO - Epoch [38][180/3757] lr: 1.000e-03, eta: 16:53:53, time: 1.195, data_time: 0.096, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9086, loss_cls: 0.9991, loss: 0.9991, grad_norm: 6.2893 2021-06-18 02:49:40,804 - mmaction - INFO - Epoch [38][200/3757] lr: 1.000e-03, eta: 16:53:27, time: 1.115, data_time: 0.077, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9156, loss_cls: 0.9859, loss: 0.9859, grad_norm: 6.4660 2021-06-18 02:50:04,900 - mmaction - INFO - Epoch [38][220/3757] lr: 1.000e-03, eta: 16:53:02, time: 1.204, data_time: 0.190, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9094, loss_cls: 0.9671, loss: 0.9671, grad_norm: 6.1883 2021-06-18 02:50:26,762 - mmaction - INFO - Epoch [38][240/3757] lr: 1.000e-03, eta: 16:52:35, time: 1.090, data_time: 0.179, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9070, loss_cls: 1.0339, loss: 1.0339, grad_norm: 6.4514 2021-06-18 02:50:50,322 - mmaction - INFO - Epoch [38][260/3757] lr: 1.000e-03, eta: 16:52:10, time: 1.182, data_time: 0.336, memory: 7080, top1_acc: 0.7063, top5_acc: 0.8859, loss_cls: 1.1739, loss: 1.1739, grad_norm: 6.6049 2021-06-18 02:51:12,041 - mmaction - INFO - Epoch [38][280/3757] lr: 1.000e-03, eta: 16:51:44, time: 1.086, data_time: 0.313, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9156, loss_cls: 0.9518, loss: 0.9518, grad_norm: 5.9886 2021-06-18 02:51:36,673 - mmaction - INFO - Epoch [38][300/3757] lr: 1.000e-03, eta: 16:51:19, time: 1.232, data_time: 0.127, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9062, loss_cls: 1.0602, loss: 1.0602, grad_norm: 6.4838 2021-06-18 02:51:59,721 - mmaction - INFO - Epoch [38][320/3757] lr: 1.000e-03, eta: 16:50:53, time: 1.152, data_time: 0.004, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9109, loss_cls: 0.9919, loss: 0.9919, grad_norm: 6.3247 2021-06-18 02:52:22,364 - mmaction - INFO - Epoch [38][340/3757] lr: 1.000e-03, eta: 16:50:27, time: 1.132, data_time: 0.002, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9117, loss_cls: 1.0699, loss: 1.0699, grad_norm: 6.3647 2021-06-18 02:52:45,063 - mmaction - INFO - Epoch [38][360/3757] lr: 1.000e-03, eta: 16:50:01, time: 1.132, data_time: 0.001, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8984, loss_cls: 1.0497, loss: 1.0497, grad_norm: 6.4254 2021-06-18 02:53:07,988 - mmaction - INFO - Epoch [38][380/3757] lr: 1.000e-03, eta: 16:49:36, time: 1.149, data_time: 0.005, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9141, loss_cls: 1.0024, loss: 1.0024, grad_norm: 6.4453 2021-06-18 02:53:31,232 - mmaction - INFO - Epoch [38][400/3757] lr: 1.000e-03, eta: 16:49:10, time: 1.162, data_time: 0.009, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9023, loss_cls: 1.0726, loss: 1.0726, grad_norm: 6.6156 2021-06-18 02:53:53,071 - mmaction - INFO - Epoch [38][420/3757] lr: 1.000e-03, eta: 16:48:44, time: 1.092, data_time: 0.045, memory: 7080, top1_acc: 0.7367, top5_acc: 0.8992, loss_cls: 1.0441, loss: 1.0441, grad_norm: 6.5629 2021-06-18 02:54:16,447 - mmaction - INFO - Epoch [38][440/3757] lr: 1.000e-03, eta: 16:48:18, time: 1.169, data_time: 0.002, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8875, loss_cls: 1.0961, loss: 1.0961, grad_norm: 6.4875 2021-06-18 02:54:40,229 - mmaction - INFO - Epoch [38][460/3757] lr: 1.000e-03, eta: 16:47:53, time: 1.189, data_time: 0.003, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.1069, loss: 1.1069, grad_norm: 6.6197 2021-06-18 02:55:03,426 - mmaction - INFO - Epoch [38][480/3757] lr: 1.000e-03, eta: 16:47:27, time: 1.160, data_time: 0.002, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8992, loss_cls: 1.1132, loss: 1.1132, grad_norm: 6.5400 2021-06-18 02:55:25,872 - mmaction - INFO - Epoch [38][500/3757] lr: 1.000e-03, eta: 16:47:01, time: 1.121, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9125, loss_cls: 1.0008, loss: 1.0008, grad_norm: 6.2103 2021-06-18 02:55:48,481 - mmaction - INFO - Epoch [38][520/3757] lr: 1.000e-03, eta: 16:46:36, time: 1.129, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9102, loss_cls: 1.0089, loss: 1.0089, grad_norm: 6.1854 2021-06-18 02:56:10,706 - mmaction - INFO - Epoch [38][540/3757] lr: 1.000e-03, eta: 16:46:10, time: 1.114, data_time: 0.005, memory: 7080, top1_acc: 0.7477, top5_acc: 0.8984, loss_cls: 1.0105, loss: 1.0105, grad_norm: 6.0745 2021-06-18 02:56:33,304 - mmaction - INFO - Epoch [38][560/3757] lr: 1.000e-03, eta: 16:45:44, time: 1.130, data_time: 0.002, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9094, loss_cls: 1.0386, loss: 1.0386, grad_norm: 6.3621 2021-06-18 02:56:55,377 - mmaction - INFO - Epoch [38][580/3757] lr: 1.000e-03, eta: 16:45:18, time: 1.104, data_time: 0.023, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9055, loss_cls: 1.0413, loss: 1.0413, grad_norm: 6.3974 2021-06-18 02:57:18,060 - mmaction - INFO - Epoch [38][600/3757] lr: 1.000e-03, eta: 16:44:52, time: 1.134, data_time: 0.033, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9094, loss_cls: 1.0293, loss: 1.0293, grad_norm: 6.4531 2021-06-18 02:57:41,067 - mmaction - INFO - Epoch [38][620/3757] lr: 1.000e-03, eta: 16:44:26, time: 1.151, data_time: 0.110, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9125, loss_cls: 0.9725, loss: 0.9725, grad_norm: 6.2277 2021-06-18 02:58:03,565 - mmaction - INFO - Epoch [38][640/3757] lr: 1.000e-03, eta: 16:44:00, time: 1.122, data_time: 0.063, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9094, loss_cls: 0.9852, loss: 0.9852, grad_norm: 6.2627 2021-06-18 02:58:25,850 - mmaction - INFO - Epoch [38][660/3757] lr: 1.000e-03, eta: 16:43:35, time: 1.116, data_time: 0.012, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9008, loss_cls: 1.0251, loss: 1.0251, grad_norm: 6.2954 2021-06-18 02:58:50,061 - mmaction - INFO - Epoch [38][680/3757] lr: 1.000e-03, eta: 16:43:09, time: 1.212, data_time: 0.003, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9125, loss_cls: 1.0109, loss: 1.0109, grad_norm: 6.4061 2021-06-18 02:59:11,850 - mmaction - INFO - Epoch [38][700/3757] lr: 1.000e-03, eta: 16:42:43, time: 1.089, data_time: 0.015, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9039, loss_cls: 1.0546, loss: 1.0546, grad_norm: 6.3639 2021-06-18 02:59:35,119 - mmaction - INFO - Epoch [38][720/3757] lr: 1.000e-03, eta: 16:42:18, time: 1.162, data_time: 0.179, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9148, loss_cls: 1.0323, loss: 1.0323, grad_norm: 6.4427 2021-06-18 02:59:57,975 - mmaction - INFO - Epoch [38][740/3757] lr: 1.000e-03, eta: 16:41:52, time: 1.144, data_time: 0.257, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8906, loss_cls: 1.0920, loss: 1.0920, grad_norm: 6.4889 2021-06-18 03:00:20,159 - mmaction - INFO - Epoch [38][760/3757] lr: 1.000e-03, eta: 16:41:26, time: 1.100, data_time: 0.298, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.1769, loss: 1.1769, grad_norm: 6.7794 2021-06-18 03:00:43,565 - mmaction - INFO - Epoch [38][780/3757] lr: 1.000e-03, eta: 16:41:00, time: 1.180, data_time: 0.392, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9133, loss_cls: 0.9946, loss: 0.9946, grad_norm: 6.3637 2021-06-18 03:01:05,595 - mmaction - INFO - Epoch [38][800/3757] lr: 1.000e-03, eta: 16:40:34, time: 1.101, data_time: 0.172, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9109, loss_cls: 1.0152, loss: 1.0152, grad_norm: 6.4943 2021-06-18 03:01:28,461 - mmaction - INFO - Epoch [38][820/3757] lr: 1.000e-03, eta: 16:40:09, time: 1.144, data_time: 0.025, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9062, loss_cls: 1.0059, loss: 1.0059, grad_norm: 6.1805 2021-06-18 03:01:51,203 - mmaction - INFO - Epoch [38][840/3757] lr: 1.000e-03, eta: 16:39:43, time: 1.137, data_time: 0.016, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9000, loss_cls: 1.0203, loss: 1.0203, grad_norm: 6.2671 2021-06-18 03:02:13,169 - mmaction - INFO - Epoch [38][860/3757] lr: 1.000e-03, eta: 16:39:17, time: 1.098, data_time: 0.042, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8992, loss_cls: 1.1244, loss: 1.1244, grad_norm: 6.7455 2021-06-18 03:02:36,475 - mmaction - INFO - Epoch [38][880/3757] lr: 1.000e-03, eta: 16:38:51, time: 1.163, data_time: 0.182, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9047, loss_cls: 1.0397, loss: 1.0397, grad_norm: 6.3154 2021-06-18 03:03:00,094 - mmaction - INFO - Epoch [38][900/3757] lr: 1.000e-03, eta: 16:38:26, time: 1.183, data_time: 0.100, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9016, loss_cls: 1.0374, loss: 1.0374, grad_norm: 6.4050 2021-06-18 03:03:22,998 - mmaction - INFO - Epoch [38][920/3757] lr: 1.000e-03, eta: 16:38:00, time: 1.145, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.8992, loss_cls: 1.0442, loss: 1.0442, grad_norm: 6.4134 2021-06-18 03:03:44,586 - mmaction - INFO - Epoch [38][940/3757] lr: 1.000e-03, eta: 16:37:34, time: 1.079, data_time: 0.002, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9078, loss_cls: 0.9959, loss: 0.9959, grad_norm: 6.2285 2021-06-18 03:04:06,409 - mmaction - INFO - Epoch [38][960/3757] lr: 1.000e-03, eta: 16:37:08, time: 1.090, data_time: 0.005, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9094, loss_cls: 0.9930, loss: 0.9930, grad_norm: 6.3628 2021-06-18 03:04:29,372 - mmaction - INFO - Epoch [38][980/3757] lr: 1.000e-03, eta: 16:36:42, time: 1.150, data_time: 0.003, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9070, loss_cls: 0.9983, loss: 0.9983, grad_norm: 7.3290 2021-06-18 03:04:51,474 - mmaction - INFO - Epoch [38][1000/3757] lr: 1.000e-03, eta: 16:36:16, time: 1.104, data_time: 0.002, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9125, loss_cls: 1.0087, loss: 1.0087, grad_norm: 6.3662 2021-06-18 03:05:15,761 - mmaction - INFO - Epoch [38][1020/3757] lr: 1.000e-03, eta: 16:35:51, time: 1.214, data_time: 0.002, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9062, loss_cls: 1.0428, loss: 1.0428, grad_norm: 6.3963 2021-06-18 03:05:39,147 - mmaction - INFO - Epoch [38][1040/3757] lr: 1.000e-03, eta: 16:35:25, time: 1.170, data_time: 0.003, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9039, loss_cls: 1.0293, loss: 1.0293, grad_norm: 6.4409 2021-06-18 03:06:00,721 - mmaction - INFO - Epoch [38][1060/3757] lr: 1.000e-03, eta: 16:34:59, time: 1.077, data_time: 0.002, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9094, loss_cls: 1.0201, loss: 1.0201, grad_norm: 6.2570 2021-06-18 03:06:23,760 - mmaction - INFO - Epoch [38][1080/3757] lr: 1.000e-03, eta: 16:34:34, time: 1.153, data_time: 0.003, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9164, loss_cls: 0.9393, loss: 0.9393, grad_norm: 6.2173 2021-06-18 03:06:47,295 - mmaction - INFO - Epoch [38][1100/3757] lr: 1.000e-03, eta: 16:34:08, time: 1.174, data_time: 0.089, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9031, loss_cls: 1.0132, loss: 1.0132, grad_norm: 6.5373 2021-06-18 03:07:09,862 - mmaction - INFO - Epoch [38][1120/3757] lr: 1.000e-03, eta: 16:33:42, time: 1.131, data_time: 0.073, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8977, loss_cls: 1.0810, loss: 1.0810, grad_norm: 6.6309 2021-06-18 03:07:31,770 - mmaction - INFO - Epoch [38][1140/3757] lr: 1.000e-03, eta: 16:33:16, time: 1.095, data_time: 0.276, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9117, loss_cls: 0.9863, loss: 0.9863, grad_norm: 6.2856 2021-06-18 03:07:55,126 - mmaction - INFO - Epoch [38][1160/3757] lr: 1.000e-03, eta: 16:32:51, time: 1.169, data_time: 0.307, memory: 7080, top1_acc: 0.7352, top5_acc: 0.8984, loss_cls: 1.0533, loss: 1.0533, grad_norm: 6.3846 2021-06-18 03:08:17,305 - mmaction - INFO - Epoch [38][1180/3757] lr: 1.000e-03, eta: 16:32:25, time: 1.109, data_time: 0.311, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9055, loss_cls: 1.0094, loss: 1.0094, grad_norm: 6.4269 2021-06-18 03:08:39,171 - mmaction - INFO - Epoch [38][1200/3757] lr: 1.000e-03, eta: 16:31:59, time: 1.092, data_time: 0.029, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8992, loss_cls: 1.0727, loss: 1.0727, grad_norm: 6.3973 2021-06-18 03:09:02,994 - mmaction - INFO - Epoch [38][1220/3757] lr: 1.000e-03, eta: 16:31:33, time: 1.191, data_time: 0.328, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9039, loss_cls: 1.0379, loss: 1.0379, grad_norm: 6.3613 2021-06-18 03:09:26,605 - mmaction - INFO - Epoch [38][1240/3757] lr: 1.000e-03, eta: 16:31:08, time: 1.182, data_time: 0.055, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9141, loss_cls: 0.9918, loss: 0.9918, grad_norm: 6.3418 2021-06-18 03:09:49,815 - mmaction - INFO - Epoch [38][1260/3757] lr: 1.000e-03, eta: 16:30:42, time: 1.158, data_time: 0.088, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1064, loss: 1.1064, grad_norm: 6.5778 2021-06-18 03:10:11,624 - mmaction - INFO - Epoch [38][1280/3757] lr: 1.000e-03, eta: 16:30:16, time: 1.093, data_time: 0.004, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9008, loss_cls: 1.0115, loss: 1.0115, grad_norm: 6.2749 2021-06-18 03:10:35,646 - mmaction - INFO - Epoch [38][1300/3757] lr: 1.000e-03, eta: 16:29:51, time: 1.201, data_time: 0.080, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.0504, loss: 1.0504, grad_norm: 6.1702 2021-06-18 03:10:57,534 - mmaction - INFO - Epoch [38][1320/3757] lr: 1.000e-03, eta: 16:29:25, time: 1.094, data_time: 0.001, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8953, loss_cls: 1.1483, loss: 1.1483, grad_norm: 6.7436 2021-06-18 03:11:19,913 - mmaction - INFO - Epoch [38][1340/3757] lr: 1.000e-03, eta: 16:28:59, time: 1.120, data_time: 0.002, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9078, loss_cls: 1.0391, loss: 1.0391, grad_norm: 6.3603 2021-06-18 03:11:43,109 - mmaction - INFO - Epoch [38][1360/3757] lr: 1.000e-03, eta: 16:28:33, time: 1.159, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9055, loss_cls: 1.0076, loss: 1.0076, grad_norm: 6.3999 2021-06-18 03:12:06,621 - mmaction - INFO - Epoch [38][1380/3757] lr: 1.000e-03, eta: 16:28:08, time: 1.176, data_time: 0.003, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9031, loss_cls: 1.0403, loss: 1.0403, grad_norm: 6.4618 2021-06-18 03:12:28,532 - mmaction - INFO - Epoch [38][1400/3757] lr: 1.000e-03, eta: 16:27:42, time: 1.096, data_time: 0.002, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9133, loss_cls: 1.0097, loss: 1.0097, grad_norm: 6.2561 2021-06-18 03:12:51,119 - mmaction - INFO - Epoch [38][1420/3757] lr: 1.000e-03, eta: 16:27:16, time: 1.126, data_time: 0.001, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9117, loss_cls: 1.0220, loss: 1.0220, grad_norm: 6.4848 2021-06-18 03:13:15,016 - mmaction - INFO - Epoch [38][1440/3757] lr: 1.000e-03, eta: 16:26:51, time: 1.198, data_time: 0.005, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9062, loss_cls: 1.0435, loss: 1.0435, grad_norm: 6.5955 2021-06-18 03:13:37,155 - mmaction - INFO - Epoch [38][1460/3757] lr: 1.000e-03, eta: 16:26:25, time: 1.106, data_time: 0.001, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9062, loss_cls: 1.0153, loss: 1.0153, grad_norm: 6.3641 2021-06-18 03:13:59,933 - mmaction - INFO - Epoch [38][1480/3757] lr: 1.000e-03, eta: 16:25:59, time: 1.134, data_time: 0.007, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9141, loss_cls: 1.0594, loss: 1.0594, grad_norm: 6.5522 2021-06-18 03:14:23,107 - mmaction - INFO - Epoch [38][1500/3757] lr: 1.000e-03, eta: 16:25:34, time: 1.164, data_time: 0.007, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8977, loss_cls: 1.0952, loss: 1.0952, grad_norm: 6.5461 2021-06-18 03:14:45,213 - mmaction - INFO - Epoch [38][1520/3757] lr: 1.000e-03, eta: 16:25:08, time: 1.101, data_time: 0.029, memory: 7080, top1_acc: 0.7133, top5_acc: 0.9070, loss_cls: 1.0870, loss: 1.0870, grad_norm: 6.4359 2021-06-18 03:15:08,594 - mmaction - INFO - Epoch [38][1540/3757] lr: 1.000e-03, eta: 16:24:42, time: 1.173, data_time: 0.055, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9156, loss_cls: 0.9742, loss: 0.9742, grad_norm: 6.1981 2021-06-18 03:15:31,113 - mmaction - INFO - Epoch [38][1560/3757] lr: 1.000e-03, eta: 16:24:16, time: 1.127, data_time: 0.184, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9000, loss_cls: 1.0190, loss: 1.0190, grad_norm: 6.4770 2021-06-18 03:15:54,317 - mmaction - INFO - Epoch [38][1580/3757] lr: 1.000e-03, eta: 16:23:51, time: 1.160, data_time: 0.040, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8977, loss_cls: 1.0671, loss: 1.0671, grad_norm: 6.5833 2021-06-18 03:16:16,310 - mmaction - INFO - Epoch [38][1600/3757] lr: 1.000e-03, eta: 16:23:25, time: 1.100, data_time: 0.002, memory: 7080, top1_acc: 0.7367, top5_acc: 0.8992, loss_cls: 1.0485, loss: 1.0485, grad_norm: 6.5299 2021-06-18 03:16:39,001 - mmaction - INFO - Epoch [38][1620/3757] lr: 1.000e-03, eta: 16:22:59, time: 1.132, data_time: 0.026, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9141, loss_cls: 1.0407, loss: 1.0407, grad_norm: 6.5606 2021-06-18 03:17:03,454 - mmaction - INFO - Epoch [38][1640/3757] lr: 1.000e-03, eta: 16:22:34, time: 1.225, data_time: 0.102, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9039, loss_cls: 1.0250, loss: 1.0250, grad_norm: 6.2327 2021-06-18 03:17:23,921 - mmaction - INFO - Epoch [38][1660/3757] lr: 1.000e-03, eta: 16:22:07, time: 1.024, data_time: 0.019, memory: 7080, top1_acc: 0.7102, top5_acc: 0.9039, loss_cls: 1.0800, loss: 1.0800, grad_norm: 6.5151 2021-06-18 03:17:47,020 - mmaction - INFO - Epoch [38][1680/3757] lr: 1.000e-03, eta: 16:21:42, time: 1.155, data_time: 0.297, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9023, loss_cls: 1.0463, loss: 1.0463, grad_norm: 6.4417 2021-06-18 03:18:10,858 - mmaction - INFO - Epoch [38][1700/3757] lr: 1.000e-03, eta: 16:21:16, time: 1.192, data_time: 0.085, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9047, loss_cls: 1.0350, loss: 1.0350, grad_norm: 6.2425 2021-06-18 03:18:32,226 - mmaction - INFO - Epoch [38][1720/3757] lr: 1.000e-03, eta: 16:20:50, time: 1.069, data_time: 0.003, memory: 7080, top1_acc: 0.7328, top5_acc: 0.8977, loss_cls: 1.0836, loss: 1.0836, grad_norm: 6.4567 2021-06-18 03:18:55,409 - mmaction - INFO - Epoch [38][1740/3757] lr: 1.000e-03, eta: 16:20:25, time: 1.159, data_time: 0.083, memory: 7080, top1_acc: 0.7359, top5_acc: 0.8984, loss_cls: 1.0810, loss: 1.0810, grad_norm: 6.5593 2021-06-18 03:19:18,953 - mmaction - INFO - Epoch [38][1760/3757] lr: 1.000e-03, eta: 16:19:59, time: 1.177, data_time: 0.013, memory: 7080, top1_acc: 0.7148, top5_acc: 0.9000, loss_cls: 1.1003, loss: 1.1003, grad_norm: 6.5152 2021-06-18 03:19:41,883 - mmaction - INFO - Epoch [38][1780/3757] lr: 1.000e-03, eta: 16:19:33, time: 1.147, data_time: 0.001, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8930, loss_cls: 1.1372, loss: 1.1372, grad_norm: 6.6099 2021-06-18 03:20:04,964 - mmaction - INFO - Epoch [38][1800/3757] lr: 1.000e-03, eta: 16:19:08, time: 1.154, data_time: 0.044, memory: 7080, top1_acc: 0.7211, top5_acc: 0.8977, loss_cls: 1.0845, loss: 1.0845, grad_norm: 6.5892 2021-06-18 03:20:27,843 - mmaction - INFO - Epoch [38][1820/3757] lr: 1.000e-03, eta: 16:18:42, time: 1.144, data_time: 0.124, memory: 7080, top1_acc: 0.7328, top5_acc: 0.8984, loss_cls: 1.0506, loss: 1.0506, grad_norm: 6.4865 2021-06-18 03:20:50,746 - mmaction - INFO - Epoch [38][1840/3757] lr: 1.000e-03, eta: 16:18:16, time: 1.144, data_time: 0.004, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9055, loss_cls: 1.0465, loss: 1.0465, grad_norm: 6.3514 2021-06-18 03:21:14,113 - mmaction - INFO - Epoch [38][1860/3757] lr: 1.000e-03, eta: 16:17:51, time: 1.169, data_time: 0.003, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9078, loss_cls: 1.0322, loss: 1.0322, grad_norm: 6.4715 2021-06-18 03:21:36,827 - mmaction - INFO - Epoch [38][1880/3757] lr: 1.000e-03, eta: 16:17:25, time: 1.136, data_time: 0.002, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9062, loss_cls: 1.0427, loss: 1.0427, grad_norm: 6.5504 2021-06-18 03:21:59,721 - mmaction - INFO - Epoch [38][1900/3757] lr: 1.000e-03, eta: 16:17:00, time: 1.144, data_time: 0.026, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9219, loss_cls: 0.9658, loss: 0.9658, grad_norm: 6.3381 2021-06-18 03:22:21,879 - mmaction - INFO - Epoch [38][1920/3757] lr: 1.000e-03, eta: 16:16:34, time: 1.106, data_time: 0.002, memory: 7080, top1_acc: 0.7320, top5_acc: 0.8836, loss_cls: 1.1445, loss: 1.1445, grad_norm: 6.4969 2021-06-18 03:22:44,916 - mmaction - INFO - Epoch [38][1940/3757] lr: 1.000e-03, eta: 16:16:08, time: 1.153, data_time: 0.004, memory: 7080, top1_acc: 0.7367, top5_acc: 0.8938, loss_cls: 1.0696, loss: 1.0696, grad_norm: 6.2465 2021-06-18 03:23:07,615 - mmaction - INFO - Epoch [38][1960/3757] lr: 1.000e-03, eta: 16:15:42, time: 1.130, data_time: 0.043, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9039, loss_cls: 1.0518, loss: 1.0518, grad_norm: 6.3953 2021-06-18 03:23:30,583 - mmaction - INFO - Epoch [38][1980/3757] lr: 1.000e-03, eta: 16:15:17, time: 1.153, data_time: 0.410, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9070, loss_cls: 1.0221, loss: 1.0221, grad_norm: 6.3823 2021-06-18 03:23:53,535 - mmaction - INFO - Epoch [38][2000/3757] lr: 1.000e-03, eta: 16:14:51, time: 1.146, data_time: 0.088, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9039, loss_cls: 1.0560, loss: 1.0560, grad_norm: 6.6338 2021-06-18 03:24:15,382 - mmaction - INFO - Epoch [38][2020/3757] lr: 1.000e-03, eta: 16:14:25, time: 1.092, data_time: 0.003, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9062, loss_cls: 1.0396, loss: 1.0396, grad_norm: 6.4265 2021-06-18 03:24:37,905 - mmaction - INFO - Epoch [38][2040/3757] lr: 1.000e-03, eta: 16:13:59, time: 1.124, data_time: 0.073, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9070, loss_cls: 1.0590, loss: 1.0590, grad_norm: 6.3751 2021-06-18 03:25:00,115 - mmaction - INFO - Epoch [38][2060/3757] lr: 1.000e-03, eta: 16:13:33, time: 1.113, data_time: 0.111, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9086, loss_cls: 1.0619, loss: 1.0619, grad_norm: 6.5142 2021-06-18 03:25:22,062 - mmaction - INFO - Epoch [38][2080/3757] lr: 1.000e-03, eta: 16:13:07, time: 1.099, data_time: 0.140, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9133, loss_cls: 1.0335, loss: 1.0335, grad_norm: 6.4884 2021-06-18 03:25:45,133 - mmaction - INFO - Epoch [38][2100/3757] lr: 1.000e-03, eta: 16:12:42, time: 1.154, data_time: 0.019, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9000, loss_cls: 1.0764, loss: 1.0764, grad_norm: 6.3795 2021-06-18 03:26:08,579 - mmaction - INFO - Epoch [38][2120/3757] lr: 1.000e-03, eta: 16:12:16, time: 1.171, data_time: 0.001, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8961, loss_cls: 1.1093, loss: 1.1093, grad_norm: 6.6883 2021-06-18 03:26:30,866 - mmaction - INFO - Epoch [38][2140/3757] lr: 1.000e-03, eta: 16:11:50, time: 1.113, data_time: 0.007, memory: 7080, top1_acc: 0.7180, top5_acc: 0.9047, loss_cls: 1.0416, loss: 1.0416, grad_norm: 6.5045 2021-06-18 03:26:53,168 - mmaction - INFO - Epoch [38][2160/3757] lr: 1.000e-03, eta: 16:11:25, time: 1.116, data_time: 0.004, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9055, loss_cls: 1.0926, loss: 1.0926, grad_norm: 6.7003 2021-06-18 03:27:16,215 - mmaction - INFO - Epoch [38][2180/3757] lr: 1.000e-03, eta: 16:10:59, time: 1.152, data_time: 0.034, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9031, loss_cls: 1.0217, loss: 1.0217, grad_norm: 6.3588 2021-06-18 03:27:38,922 - mmaction - INFO - Epoch [38][2200/3757] lr: 1.000e-03, eta: 16:10:33, time: 1.137, data_time: 0.046, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9039, loss_cls: 1.0676, loss: 1.0676, grad_norm: 6.5972 2021-06-18 03:28:01,867 - mmaction - INFO - Epoch [38][2220/3757] lr: 1.000e-03, eta: 16:10:08, time: 1.147, data_time: 0.067, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9109, loss_cls: 1.0481, loss: 1.0481, grad_norm: 6.6277 2021-06-18 03:28:23,655 - mmaction - INFO - Epoch [38][2240/3757] lr: 1.000e-03, eta: 16:09:42, time: 1.090, data_time: 0.117, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9117, loss_cls: 0.9824, loss: 0.9824, grad_norm: 6.1898 2021-06-18 03:28:47,158 - mmaction - INFO - Epoch [38][2260/3757] lr: 1.000e-03, eta: 16:09:16, time: 1.175, data_time: 0.393, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9078, loss_cls: 0.9602, loss: 0.9602, grad_norm: 6.3513 2021-06-18 03:29:09,996 - mmaction - INFO - Epoch [38][2280/3757] lr: 1.000e-03, eta: 16:08:50, time: 1.141, data_time: 0.292, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0673, loss: 1.0673, grad_norm: 6.5250 2021-06-18 03:29:32,409 - mmaction - INFO - Epoch [38][2300/3757] lr: 1.000e-03, eta: 16:08:25, time: 1.120, data_time: 0.316, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9008, loss_cls: 1.0643, loss: 1.0643, grad_norm: 6.4273 2021-06-18 03:29:55,014 - mmaction - INFO - Epoch [38][2320/3757] lr: 1.000e-03, eta: 16:07:59, time: 1.131, data_time: 0.231, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9008, loss_cls: 1.0908, loss: 1.0908, grad_norm: 6.6084 2021-06-18 03:30:17,833 - mmaction - INFO - Epoch [38][2340/3757] lr: 1.000e-03, eta: 16:07:33, time: 1.141, data_time: 0.165, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9086, loss_cls: 0.9936, loss: 0.9936, grad_norm: 6.2796 2021-06-18 03:30:42,902 - mmaction - INFO - Epoch [38][2360/3757] lr: 1.000e-03, eta: 16:07:08, time: 1.248, data_time: 0.211, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9047, loss_cls: 0.9917, loss: 0.9917, grad_norm: 6.2148 2021-06-18 03:31:04,274 - mmaction - INFO - Epoch [38][2380/3757] lr: 1.000e-03, eta: 16:06:42, time: 1.074, data_time: 0.172, memory: 7080, top1_acc: 0.7359, top5_acc: 0.8906, loss_cls: 1.0808, loss: 1.0808, grad_norm: 6.4967 2021-06-18 03:31:26,603 - mmaction - INFO - Epoch [38][2400/3757] lr: 1.000e-03, eta: 16:06:16, time: 1.116, data_time: 0.410, memory: 7080, top1_acc: 0.7000, top5_acc: 0.8984, loss_cls: 1.0750, loss: 1.0750, grad_norm: 6.5126 2021-06-18 03:31:50,632 - mmaction - INFO - Epoch [38][2420/3757] lr: 1.000e-03, eta: 16:05:51, time: 1.202, data_time: 0.285, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9055, loss_cls: 1.0047, loss: 1.0047, grad_norm: 6.2632 2021-06-18 03:32:12,397 - mmaction - INFO - Epoch [38][2440/3757] lr: 1.000e-03, eta: 16:05:25, time: 1.087, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9094, loss_cls: 0.9649, loss: 0.9649, grad_norm: 6.0709 2021-06-18 03:32:34,932 - mmaction - INFO - Epoch [38][2460/3757] lr: 1.000e-03, eta: 16:04:59, time: 1.128, data_time: 0.002, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9023, loss_cls: 1.1038, loss: 1.1038, grad_norm: 6.6986 2021-06-18 03:32:59,006 - mmaction - INFO - Epoch [38][2480/3757] lr: 1.000e-03, eta: 16:04:34, time: 1.204, data_time: 0.114, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8977, loss_cls: 1.0642, loss: 1.0642, grad_norm: 6.4081 2021-06-18 03:33:21,278 - mmaction - INFO - Epoch [38][2500/3757] lr: 1.000e-03, eta: 16:04:08, time: 1.113, data_time: 0.017, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9023, loss_cls: 1.0671, loss: 1.0671, grad_norm: 6.6197 2021-06-18 03:33:44,240 - mmaction - INFO - Epoch [38][2520/3757] lr: 1.000e-03, eta: 16:03:42, time: 1.148, data_time: 0.105, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9102, loss_cls: 1.0385, loss: 1.0385, grad_norm: 6.2882 2021-06-18 03:34:09,307 - mmaction - INFO - Epoch [38][2540/3757] lr: 1.000e-03, eta: 16:03:18, time: 1.253, data_time: 0.002, memory: 7080, top1_acc: 0.7141, top5_acc: 0.9078, loss_cls: 1.0749, loss: 1.0749, grad_norm: 6.8057 2021-06-18 03:34:31,641 - mmaction - INFO - Epoch [38][2560/3757] lr: 1.000e-03, eta: 16:02:52, time: 1.116, data_time: 0.002, memory: 7080, top1_acc: 0.7445, top5_acc: 0.8977, loss_cls: 1.0721, loss: 1.0721, grad_norm: 6.3426 2021-06-18 03:34:54,049 - mmaction - INFO - Epoch [38][2580/3757] lr: 1.000e-03, eta: 16:02:26, time: 1.120, data_time: 0.002, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9047, loss_cls: 1.0521, loss: 1.0521, grad_norm: 6.6118 2021-06-18 03:35:15,729 - mmaction - INFO - Epoch [38][2600/3757] lr: 1.000e-03, eta: 16:02:00, time: 1.082, data_time: 0.003, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9055, loss_cls: 1.0292, loss: 1.0292, grad_norm: 6.3876 2021-06-18 03:35:38,484 - mmaction - INFO - Epoch [38][2620/3757] lr: 1.000e-03, eta: 16:01:34, time: 1.141, data_time: 0.005, memory: 7080, top1_acc: 0.7008, top5_acc: 0.8852, loss_cls: 1.1673, loss: 1.1673, grad_norm: 6.9218 2021-06-18 03:36:01,047 - mmaction - INFO - Epoch [38][2640/3757] lr: 1.000e-03, eta: 16:01:08, time: 1.127, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9102, loss_cls: 0.9927, loss: 0.9927, grad_norm: 6.0746 2021-06-18 03:36:23,332 - mmaction - INFO - Epoch [38][2660/3757] lr: 1.000e-03, eta: 16:00:43, time: 1.113, data_time: 0.002, memory: 7080, top1_acc: 0.7430, top5_acc: 0.8906, loss_cls: 1.0713, loss: 1.0713, grad_norm: 6.5783 2021-06-18 03:36:46,948 - mmaction - INFO - Epoch [38][2680/3757] lr: 1.000e-03, eta: 16:00:17, time: 1.182, data_time: 0.139, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9086, loss_cls: 1.0232, loss: 1.0232, grad_norm: 6.3663 2021-06-18 03:37:09,202 - mmaction - INFO - Epoch [38][2700/3757] lr: 1.000e-03, eta: 15:59:51, time: 1.114, data_time: 0.002, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9117, loss_cls: 1.0176, loss: 1.0176, grad_norm: 6.3115 2021-06-18 03:37:31,202 - mmaction - INFO - Epoch [38][2720/3757] lr: 1.000e-03, eta: 15:59:25, time: 1.098, data_time: 0.003, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9078, loss_cls: 1.0457, loss: 1.0457, grad_norm: 6.4377 2021-06-18 03:37:53,964 - mmaction - INFO - Epoch [38][2740/3757] lr: 1.000e-03, eta: 15:59:00, time: 1.140, data_time: 0.049, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9062, loss_cls: 1.0045, loss: 1.0045, grad_norm: 6.1943 2021-06-18 03:38:16,803 - mmaction - INFO - Epoch [38][2760/3757] lr: 1.000e-03, eta: 15:58:34, time: 1.142, data_time: 0.272, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8906, loss_cls: 1.1191, loss: 1.1191, grad_norm: 6.6100 2021-06-18 03:38:40,982 - mmaction - INFO - Epoch [38][2780/3757] lr: 1.000e-03, eta: 15:58:09, time: 1.207, data_time: 0.027, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9125, loss_cls: 1.0535, loss: 1.0535, grad_norm: 6.5536 2021-06-18 03:39:03,318 - mmaction - INFO - Epoch [38][2800/3757] lr: 1.000e-03, eta: 15:57:43, time: 1.117, data_time: 0.110, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9156, loss_cls: 1.0028, loss: 1.0028, grad_norm: 6.3484 2021-06-18 03:39:25,196 - mmaction - INFO - Epoch [38][2820/3757] lr: 1.000e-03, eta: 15:57:17, time: 1.094, data_time: 0.014, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9016, loss_cls: 1.0585, loss: 1.0585, grad_norm: 6.5203 2021-06-18 03:39:48,661 - mmaction - INFO - Epoch [38][2840/3757] lr: 1.000e-03, eta: 15:56:52, time: 1.174, data_time: 0.003, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.0785, loss: 1.0785, grad_norm: 6.5013 2021-06-18 03:40:11,185 - mmaction - INFO - Epoch [38][2860/3757] lr: 1.000e-03, eta: 15:56:26, time: 1.126, data_time: 0.002, memory: 7080, top1_acc: 0.7398, top5_acc: 0.8992, loss_cls: 1.0576, loss: 1.0576, grad_norm: 6.4144 2021-06-18 03:40:33,668 - mmaction - INFO - Epoch [38][2880/3757] lr: 1.000e-03, eta: 15:56:00, time: 1.125, data_time: 0.002, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9008, loss_cls: 1.0751, loss: 1.0751, grad_norm: 6.5988 2021-06-18 03:40:57,158 - mmaction - INFO - Epoch [38][2900/3757] lr: 1.000e-03, eta: 15:55:35, time: 1.173, data_time: 0.008, memory: 7080, top1_acc: 0.7320, top5_acc: 0.8961, loss_cls: 1.0742, loss: 1.0742, grad_norm: 6.4566 2021-06-18 03:41:20,601 - mmaction - INFO - Epoch [38][2920/3757] lr: 1.000e-03, eta: 15:55:09, time: 1.172, data_time: 0.006, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9070, loss_cls: 1.0127, loss: 1.0127, grad_norm: 6.5236 2021-06-18 03:41:43,309 - mmaction - INFO - Epoch [38][2940/3757] lr: 1.000e-03, eta: 15:54:44, time: 1.137, data_time: 0.003, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0264, loss: 1.0264, grad_norm: 6.5892 2021-06-18 03:42:06,464 - mmaction - INFO - Epoch [38][2960/3757] lr: 1.000e-03, eta: 15:54:18, time: 1.158, data_time: 0.007, memory: 7080, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1312, loss: 1.1312, grad_norm: 6.6534 2021-06-18 03:42:28,808 - mmaction - INFO - Epoch [38][2980/3757] lr: 1.000e-03, eta: 15:53:52, time: 1.117, data_time: 0.138, memory: 7080, top1_acc: 0.7375, top5_acc: 0.8945, loss_cls: 1.0592, loss: 1.0592, grad_norm: 6.4663 2021-06-18 03:42:51,282 - mmaction - INFO - Epoch [38][3000/3757] lr: 1.000e-03, eta: 15:53:26, time: 1.123, data_time: 0.069, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9125, loss_cls: 1.0122, loss: 1.0122, grad_norm: 6.4328 2021-06-18 03:43:12,701 - mmaction - INFO - Epoch [38][3020/3757] lr: 1.000e-03, eta: 15:53:00, time: 1.071, data_time: 0.011, memory: 7080, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0646, loss: 1.0646, grad_norm: 6.2994 2021-06-18 03:43:35,923 - mmaction - INFO - Epoch [38][3040/3757] lr: 1.000e-03, eta: 15:52:35, time: 1.161, data_time: 0.091, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9117, loss_cls: 1.0053, loss: 1.0053, grad_norm: 6.4172 2021-06-18 03:43:59,458 - mmaction - INFO - Epoch [38][3060/3757] lr: 1.000e-03, eta: 15:52:09, time: 1.177, data_time: 0.131, memory: 7080, top1_acc: 0.7148, top5_acc: 0.8938, loss_cls: 1.0876, loss: 1.0876, grad_norm: 6.4644 2021-06-18 03:44:21,881 - mmaction - INFO - Epoch [38][3080/3757] lr: 1.000e-03, eta: 15:51:44, time: 1.121, data_time: 0.169, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9164, loss_cls: 0.9748, loss: 0.9748, grad_norm: 6.2222 2021-06-18 03:44:44,771 - mmaction - INFO - Epoch [38][3100/3757] lr: 1.000e-03, eta: 15:51:18, time: 1.144, data_time: 0.179, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8953, loss_cls: 1.0882, loss: 1.0882, grad_norm: 6.6081 2021-06-18 03:45:08,466 - mmaction - INFO - Epoch [38][3120/3757] lr: 1.000e-03, eta: 15:50:53, time: 1.185, data_time: 0.046, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9039, loss_cls: 1.0228, loss: 1.0228, grad_norm: 6.4431 2021-06-18 03:45:30,715 - mmaction - INFO - Epoch [38][3140/3757] lr: 1.000e-03, eta: 15:50:27, time: 1.113, data_time: 0.002, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9016, loss_cls: 1.0613, loss: 1.0613, grad_norm: 6.6474 2021-06-18 03:45:52,243 - mmaction - INFO - Epoch [38][3160/3757] lr: 1.000e-03, eta: 15:50:01, time: 1.074, data_time: 0.003, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9062, loss_cls: 1.0645, loss: 1.0645, grad_norm: 6.5130 2021-06-18 03:46:15,429 - mmaction - INFO - Epoch [38][3180/3757] lr: 1.000e-03, eta: 15:49:35, time: 1.163, data_time: 0.006, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9102, loss_cls: 1.0816, loss: 1.0816, grad_norm: 6.4989 2021-06-18 03:46:37,008 - mmaction - INFO - Epoch [38][3200/3757] lr: 1.000e-03, eta: 15:49:09, time: 1.078, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.8984, loss_cls: 0.9920, loss: 0.9920, grad_norm: 6.1619 2021-06-18 03:47:00,274 - mmaction - INFO - Epoch [38][3220/3757] lr: 1.000e-03, eta: 15:48:44, time: 1.164, data_time: 0.005, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9070, loss_cls: 1.0334, loss: 1.0334, grad_norm: 6.5082 2021-06-18 03:47:23,896 - mmaction - INFO - Epoch [38][3240/3757] lr: 1.000e-03, eta: 15:48:18, time: 1.181, data_time: 0.017, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9055, loss_cls: 0.9765, loss: 0.9765, grad_norm: 6.1679 2021-06-18 03:47:45,127 - mmaction - INFO - Epoch [38][3260/3757] lr: 1.000e-03, eta: 15:47:52, time: 1.062, data_time: 0.039, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8984, loss_cls: 1.0382, loss: 1.0382, grad_norm: 6.6721 2021-06-18 03:48:08,157 - mmaction - INFO - Epoch [38][3280/3757] lr: 1.000e-03, eta: 15:47:27, time: 1.151, data_time: 0.271, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9070, loss_cls: 1.0703, loss: 1.0703, grad_norm: 6.6919 2021-06-18 03:48:29,920 - mmaction - INFO - Epoch [38][3300/3757] lr: 1.000e-03, eta: 15:47:01, time: 1.088, data_time: 0.058, memory: 7080, top1_acc: 0.7359, top5_acc: 0.8883, loss_cls: 1.0637, loss: 1.0637, grad_norm: 6.3707 2021-06-18 03:48:53,086 - mmaction - INFO - Epoch [38][3320/3757] lr: 1.000e-03, eta: 15:46:35, time: 1.154, data_time: 0.038, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8945, loss_cls: 1.1236, loss: 1.1236, grad_norm: 6.8808 2021-06-18 03:49:16,313 - mmaction - INFO - Epoch [38][3340/3757] lr: 1.000e-03, eta: 15:46:10, time: 1.163, data_time: 0.094, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9086, loss_cls: 1.0402, loss: 1.0402, grad_norm: 6.4713 2021-06-18 03:49:38,838 - mmaction - INFO - Epoch [38][3360/3757] lr: 1.000e-03, eta: 15:45:44, time: 1.129, data_time: 0.004, memory: 7080, top1_acc: 0.7203, top5_acc: 0.9070, loss_cls: 1.0777, loss: 1.0777, grad_norm: 6.3842 2021-06-18 03:50:01,196 - mmaction - INFO - Epoch [38][3380/3757] lr: 1.000e-03, eta: 15:45:18, time: 1.118, data_time: 0.003, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9078, loss_cls: 1.0414, loss: 1.0414, grad_norm: 6.4415 2021-06-18 03:50:23,881 - mmaction - INFO - Epoch [38][3400/3757] lr: 1.000e-03, eta: 15:44:52, time: 1.128, data_time: 0.002, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9031, loss_cls: 1.1048, loss: 1.1048, grad_norm: 6.5501 2021-06-18 03:50:46,870 - mmaction - INFO - Epoch [38][3420/3757] lr: 1.000e-03, eta: 15:44:27, time: 1.156, data_time: 0.116, memory: 7080, top1_acc: 0.7164, top5_acc: 0.9047, loss_cls: 1.0812, loss: 1.0812, grad_norm: 6.5369 2021-06-18 03:51:09,503 - mmaction - INFO - Epoch [38][3440/3757] lr: 1.000e-03, eta: 15:44:01, time: 1.131, data_time: 0.189, memory: 7080, top1_acc: 0.7117, top5_acc: 0.8945, loss_cls: 1.1108, loss: 1.1108, grad_norm: 6.6512 2021-06-18 03:51:33,768 - mmaction - INFO - Epoch [38][3460/3757] lr: 1.000e-03, eta: 15:43:36, time: 1.213, data_time: 0.235, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8875, loss_cls: 1.1471, loss: 1.1471, grad_norm: 6.6632 2021-06-18 03:51:56,714 - mmaction - INFO - Epoch [38][3480/3757] lr: 1.000e-03, eta: 15:43:10, time: 1.147, data_time: 0.002, memory: 7080, top1_acc: 0.7203, top5_acc: 0.9055, loss_cls: 1.0459, loss: 1.0459, grad_norm: 6.4661 2021-06-18 03:52:18,915 - mmaction - INFO - Epoch [38][3500/3757] lr: 1.000e-03, eta: 15:42:45, time: 1.111, data_time: 0.003, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8875, loss_cls: 1.0915, loss: 1.0915, grad_norm: 6.4305 2021-06-18 03:52:43,167 - mmaction - INFO - Epoch [38][3520/3757] lr: 1.000e-03, eta: 15:42:19, time: 1.211, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9148, loss_cls: 0.9868, loss: 0.9868, grad_norm: 6.2830 2021-06-18 03:53:04,129 - mmaction - INFO - Epoch [38][3540/3757] lr: 1.000e-03, eta: 15:41:53, time: 1.050, data_time: 0.003, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9086, loss_cls: 1.0571, loss: 1.0571, grad_norm: 6.5258 2021-06-18 03:53:26,246 - mmaction - INFO - Epoch [38][3560/3757] lr: 1.000e-03, eta: 15:41:27, time: 1.104, data_time: 0.123, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8969, loss_cls: 1.0776, loss: 1.0776, grad_norm: 6.4481 2021-06-18 03:53:49,889 - mmaction - INFO - Epoch [38][3580/3757] lr: 1.000e-03, eta: 15:41:02, time: 1.184, data_time: 0.081, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9023, loss_cls: 1.0701, loss: 1.0701, grad_norm: 6.4874 2021-06-18 03:54:13,409 - mmaction - INFO - Epoch [38][3600/3757] lr: 1.000e-03, eta: 15:40:37, time: 1.175, data_time: 0.001, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9094, loss_cls: 1.0538, loss: 1.0538, grad_norm: 6.7333 2021-06-18 03:54:36,473 - mmaction - INFO - Epoch [38][3620/3757] lr: 1.000e-03, eta: 15:40:11, time: 1.154, data_time: 0.002, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8875, loss_cls: 1.0636, loss: 1.0636, grad_norm: 6.2458 2021-06-18 03:54:58,517 - mmaction - INFO - Epoch [38][3640/3757] lr: 1.000e-03, eta: 15:39:45, time: 1.101, data_time: 0.003, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.1074, loss: 1.1074, grad_norm: 6.5023 2021-06-18 03:55:21,646 - mmaction - INFO - Epoch [38][3660/3757] lr: 1.000e-03, eta: 15:39:20, time: 1.155, data_time: 0.006, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9273, loss_cls: 0.9466, loss: 0.9466, grad_norm: 6.3656 2021-06-18 03:55:43,456 - mmaction - INFO - Epoch [38][3680/3757] lr: 1.000e-03, eta: 15:38:54, time: 1.092, data_time: 0.005, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9047, loss_cls: 1.0276, loss: 1.0276, grad_norm: 6.3094 2021-06-18 03:56:06,967 - mmaction - INFO - Epoch [38][3700/3757] lr: 1.000e-03, eta: 15:38:28, time: 1.175, data_time: 0.133, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9000, loss_cls: 1.0087, loss: 1.0087, grad_norm: 6.4324 2021-06-18 03:56:29,640 - mmaction - INFO - Epoch [38][3720/3757] lr: 1.000e-03, eta: 15:38:03, time: 1.134, data_time: 0.317, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9211, loss_cls: 1.0174, loss: 1.0174, grad_norm: 6.4983 2021-06-18 03:56:52,009 - mmaction - INFO - Epoch [38][3740/3757] lr: 1.000e-03, eta: 15:37:37, time: 1.119, data_time: 0.129, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9039, loss_cls: 0.9520, loss: 0.9520, grad_norm: 6.1092 2021-06-18 03:57:12,272 - mmaction - INFO - Saving checkpoint at 38 epochs 2021-06-18 04:04:40,783 - mmaction - INFO - Epoch [39][20/3757] lr: 1.000e-03, eta: 15:38:57, time: 22.378, data_time: 21.365, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9000, loss_cls: 1.0353, loss: 1.0353, grad_norm: 6.3603 2021-06-18 04:05:05,241 - mmaction - INFO - Epoch [39][40/3757] lr: 1.000e-03, eta: 15:38:32, time: 1.221, data_time: 0.146, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9023, loss_cls: 1.0496, loss: 1.0496, grad_norm: 6.5220 2021-06-18 04:05:26,602 - mmaction - INFO - Epoch [39][60/3757] lr: 1.000e-03, eta: 15:38:06, time: 1.072, data_time: 0.222, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9016, loss_cls: 1.0389, loss: 1.0389, grad_norm: 6.1784 2021-06-18 04:05:51,141 - mmaction - INFO - Epoch [39][80/3757] lr: 1.000e-03, eta: 15:37:41, time: 1.226, data_time: 0.488, memory: 7080, top1_acc: 0.7414, top5_acc: 0.8992, loss_cls: 1.0146, loss: 1.0146, grad_norm: 6.2261 2021-06-18 04:06:12,165 - mmaction - INFO - Epoch [39][100/3757] lr: 1.000e-03, eta: 15:37:15, time: 1.051, data_time: 0.366, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9156, loss_cls: 0.9761, loss: 0.9761, grad_norm: 6.3357 2021-06-18 04:06:35,679 - mmaction - INFO - Epoch [39][120/3757] lr: 1.000e-03, eta: 15:36:49, time: 1.175, data_time: 0.060, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9086, loss_cls: 1.0006, loss: 1.0006, grad_norm: 6.5732 2021-06-18 04:06:59,066 - mmaction - INFO - Epoch [39][140/3757] lr: 1.000e-03, eta: 15:36:24, time: 1.171, data_time: 0.003, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9086, loss_cls: 1.0092, loss: 1.0092, grad_norm: 6.3077 2021-06-18 04:07:22,532 - mmaction - INFO - Epoch [39][160/3757] lr: 1.000e-03, eta: 15:35:58, time: 1.162, data_time: 0.032, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9000, loss_cls: 1.0410, loss: 1.0410, grad_norm: 6.4040 2021-06-18 04:07:44,788 - mmaction - INFO - Epoch [39][180/3757] lr: 1.000e-03, eta: 15:35:32, time: 1.124, data_time: 0.129, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9047, loss_cls: 1.0366, loss: 1.0366, grad_norm: 6.4952 2021-06-18 04:08:07,349 - mmaction - INFO - Epoch [39][200/3757] lr: 1.000e-03, eta: 15:35:07, time: 1.126, data_time: 0.112, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9133, loss_cls: 1.0085, loss: 1.0085, grad_norm: 6.3958 2021-06-18 04:08:29,851 - mmaction - INFO - Epoch [39][220/3757] lr: 1.000e-03, eta: 15:34:41, time: 1.126, data_time: 0.080, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9070, loss_cls: 1.0149, loss: 1.0149, grad_norm: 6.3706 2021-06-18 04:08:53,435 - mmaction - INFO - Epoch [39][240/3757] lr: 1.000e-03, eta: 15:34:15, time: 1.180, data_time: 0.279, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9102, loss_cls: 0.9612, loss: 0.9612, grad_norm: 6.3037 2021-06-18 04:09:15,956 - mmaction - INFO - Epoch [39][260/3757] lr: 1.000e-03, eta: 15:33:50, time: 1.126, data_time: 0.214, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9227, loss_cls: 0.9775, loss: 0.9775, grad_norm: 6.2629 2021-06-18 04:09:39,748 - mmaction - INFO - Epoch [39][280/3757] lr: 1.000e-03, eta: 15:33:24, time: 1.188, data_time: 0.088, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9211, loss_cls: 0.9517, loss: 0.9517, grad_norm: 6.2134 2021-06-18 04:10:02,102 - mmaction - INFO - Epoch [39][300/3757] lr: 1.000e-03, eta: 15:32:58, time: 1.120, data_time: 0.003, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9055, loss_cls: 1.0401, loss: 1.0401, grad_norm: 6.4481 2021-06-18 04:10:25,185 - mmaction - INFO - Epoch [39][320/3757] lr: 1.000e-03, eta: 15:32:33, time: 1.154, data_time: 0.061, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9148, loss_cls: 1.0070, loss: 1.0070, grad_norm: 6.3740 2021-06-18 04:10:48,654 - mmaction - INFO - Epoch [39][340/3757] lr: 1.000e-03, eta: 15:32:07, time: 1.174, data_time: 0.111, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9070, loss_cls: 1.0646, loss: 1.0646, grad_norm: 6.4817 2021-06-18 04:11:10,841 - mmaction - INFO - Epoch [39][360/3757] lr: 1.000e-03, eta: 15:31:41, time: 1.107, data_time: 0.073, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9109, loss_cls: 1.0300, loss: 1.0300, grad_norm: 6.2869 2021-06-18 04:11:33,632 - mmaction - INFO - Epoch [39][380/3757] lr: 1.000e-03, eta: 15:31:16, time: 1.142, data_time: 0.041, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9055, loss_cls: 1.0708, loss: 1.0708, grad_norm: 6.5740 2021-06-18 04:11:56,927 - mmaction - INFO - Epoch [39][400/3757] lr: 1.000e-03, eta: 15:30:50, time: 1.164, data_time: 0.073, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9031, loss_cls: 1.0382, loss: 1.0382, grad_norm: 6.3239 2021-06-18 04:12:21,080 - mmaction - INFO - Epoch [39][420/3757] lr: 1.000e-03, eta: 15:30:25, time: 1.208, data_time: 0.002, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9070, loss_cls: 1.0348, loss: 1.0348, grad_norm: 6.5985 2021-06-18 04:12:44,296 - mmaction - INFO - Epoch [39][440/3757] lr: 1.000e-03, eta: 15:29:59, time: 1.160, data_time: 0.001, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9102, loss_cls: 1.0393, loss: 1.0393, grad_norm: 6.2985 2021-06-18 04:13:06,070 - mmaction - INFO - Epoch [39][460/3757] lr: 1.000e-03, eta: 15:29:33, time: 1.088, data_time: 0.002, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9016, loss_cls: 1.0521, loss: 1.0521, grad_norm: 6.5132 2021-06-18 04:13:29,614 - mmaction - INFO - Epoch [39][480/3757] lr: 1.000e-03, eta: 15:29:08, time: 1.177, data_time: 0.003, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9070, loss_cls: 0.9894, loss: 0.9894, grad_norm: 6.4496 2021-06-18 04:13:52,640 - mmaction - INFO - Epoch [39][500/3757] lr: 1.000e-03, eta: 15:28:42, time: 1.152, data_time: 0.003, memory: 7080, top1_acc: 0.7383, top5_acc: 0.8969, loss_cls: 1.0403, loss: 1.0403, grad_norm: 6.4053 2021-06-18 04:14:15,400 - mmaction - INFO - Epoch [39][520/3757] lr: 1.000e-03, eta: 15:28:17, time: 1.140, data_time: 0.003, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.0871, loss: 1.0871, grad_norm: 6.5997 2021-06-18 04:14:37,662 - mmaction - INFO - Epoch [39][540/3757] lr: 1.000e-03, eta: 15:27:51, time: 1.113, data_time: 0.011, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9141, loss_cls: 1.0060, loss: 1.0060, grad_norm: 6.5948 2021-06-18 04:14:59,552 - mmaction - INFO - Epoch [39][560/3757] lr: 1.000e-03, eta: 15:27:25, time: 1.095, data_time: 0.001, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9102, loss_cls: 1.0186, loss: 1.0186, grad_norm: 6.4650 2021-06-18 04:15:24,477 - mmaction - INFO - Epoch [39][580/3757] lr: 1.000e-03, eta: 15:27:00, time: 1.246, data_time: 0.001, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8883, loss_cls: 1.1012, loss: 1.1012, grad_norm: 6.5536 2021-06-18 04:15:46,540 - mmaction - INFO - Epoch [39][600/3757] lr: 1.000e-03, eta: 15:26:34, time: 1.103, data_time: 0.005, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9086, loss_cls: 1.0177, loss: 1.0177, grad_norm: 6.6193 2021-06-18 04:16:09,275 - mmaction - INFO - Epoch [39][620/3757] lr: 1.000e-03, eta: 15:26:08, time: 1.135, data_time: 0.012, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9172, loss_cls: 0.9930, loss: 0.9930, grad_norm: 6.4817 2021-06-18 04:16:31,947 - mmaction - INFO - Epoch [39][640/3757] lr: 1.000e-03, eta: 15:25:42, time: 1.135, data_time: 0.003, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9047, loss_cls: 0.9923, loss: 0.9923, grad_norm: 6.4584 2021-06-18 04:16:54,745 - mmaction - INFO - Epoch [39][660/3757] lr: 1.000e-03, eta: 15:25:17, time: 1.140, data_time: 0.084, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9117, loss_cls: 0.9857, loss: 0.9857, grad_norm: 6.2403 2021-06-18 04:17:16,993 - mmaction - INFO - Epoch [39][680/3757] lr: 1.000e-03, eta: 15:24:51, time: 1.112, data_time: 0.116, memory: 7080, top1_acc: 0.7070, top5_acc: 0.9062, loss_cls: 1.0937, loss: 1.0937, grad_norm: 6.6188 2021-06-18 04:17:41,208 - mmaction - INFO - Epoch [39][700/3757] lr: 1.000e-03, eta: 15:24:26, time: 1.209, data_time: 0.035, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9125, loss_cls: 1.0336, loss: 1.0336, grad_norm: 6.5166 2021-06-18 04:18:04,316 - mmaction - INFO - Epoch [39][720/3757] lr: 1.000e-03, eta: 15:24:00, time: 1.158, data_time: 0.004, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9000, loss_cls: 1.0237, loss: 1.0237, grad_norm: 6.3072 2021-06-18 04:18:26,928 - mmaction - INFO - Epoch [39][740/3757] lr: 1.000e-03, eta: 15:23:34, time: 1.130, data_time: 0.001, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8977, loss_cls: 1.0828, loss: 1.0828, grad_norm: 6.7345 2021-06-18 04:18:51,422 - mmaction - INFO - Epoch [39][760/3757] lr: 1.000e-03, eta: 15:23:09, time: 1.223, data_time: 0.002, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9031, loss_cls: 1.0094, loss: 1.0094, grad_norm: 6.3215 2021-06-18 04:19:14,122 - mmaction - INFO - Epoch [39][780/3757] lr: 1.000e-03, eta: 15:22:44, time: 1.137, data_time: 0.003, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9055, loss_cls: 1.0048, loss: 1.0048, grad_norm: 6.3122 2021-06-18 04:19:36,291 - mmaction - INFO - Epoch [39][800/3757] lr: 1.000e-03, eta: 15:22:18, time: 1.107, data_time: 0.001, memory: 7080, top1_acc: 0.7047, top5_acc: 0.8875, loss_cls: 1.1103, loss: 1.1103, grad_norm: 6.6847 2021-06-18 04:19:58,508 - mmaction - INFO - Epoch [39][820/3757] lr: 1.000e-03, eta: 15:21:52, time: 1.112, data_time: 0.016, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9055, loss_cls: 1.0128, loss: 1.0128, grad_norm: 6.4179 2021-06-18 04:20:20,120 - mmaction - INFO - Epoch [39][840/3757] lr: 1.000e-03, eta: 15:21:26, time: 1.080, data_time: 0.040, memory: 7080, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1225, loss: 1.1225, grad_norm: 6.5777 2021-06-18 04:20:44,237 - mmaction - INFO - Epoch [39][860/3757] lr: 1.000e-03, eta: 15:21:01, time: 1.207, data_time: 0.341, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9094, loss_cls: 1.0249, loss: 1.0249, grad_norm: 6.5912 2021-06-18 04:21:07,471 - mmaction - INFO - Epoch [39][880/3757] lr: 1.000e-03, eta: 15:20:35, time: 1.161, data_time: 0.034, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9258, loss_cls: 0.9262, loss: 0.9262, grad_norm: 6.3378 2021-06-18 04:21:29,982 - mmaction - INFO - Epoch [39][900/3757] lr: 1.000e-03, eta: 15:20:09, time: 1.125, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 0.9762, loss: 0.9762, grad_norm: 6.3773 2021-06-18 04:21:52,931 - mmaction - INFO - Epoch [39][920/3757] lr: 1.000e-03, eta: 15:19:44, time: 1.149, data_time: 0.144, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9031, loss_cls: 1.0219, loss: 1.0219, grad_norm: 6.6296 2021-06-18 04:22:14,915 - mmaction - INFO - Epoch [39][940/3757] lr: 1.000e-03, eta: 15:19:18, time: 1.099, data_time: 0.201, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0376, loss: 1.0376, grad_norm: 6.3559 2021-06-18 04:22:38,183 - mmaction - INFO - Epoch [39][960/3757] lr: 1.000e-03, eta: 15:18:52, time: 1.163, data_time: 0.038, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9008, loss_cls: 1.0392, loss: 1.0392, grad_norm: 6.6064 2021-06-18 04:23:00,717 - mmaction - INFO - Epoch [39][980/3757] lr: 1.000e-03, eta: 15:18:26, time: 1.127, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9055, loss_cls: 1.0542, loss: 1.0542, grad_norm: 6.4691 2021-06-18 04:23:23,193 - mmaction - INFO - Epoch [39][1000/3757] lr: 1.000e-03, eta: 15:18:01, time: 1.124, data_time: 0.002, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8969, loss_cls: 1.0896, loss: 1.0896, grad_norm: 6.6981 2021-06-18 04:23:45,458 - mmaction - INFO - Epoch [39][1020/3757] lr: 1.000e-03, eta: 15:17:35, time: 1.113, data_time: 0.002, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9203, loss_cls: 0.9867, loss: 0.9867, grad_norm: 6.4992 2021-06-18 04:24:08,704 - mmaction - INFO - Epoch [39][1040/3757] lr: 1.000e-03, eta: 15:17:09, time: 1.162, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9195, loss_cls: 0.9517, loss: 0.9517, grad_norm: 6.2101 2021-06-18 04:24:31,525 - mmaction - INFO - Epoch [39][1060/3757] lr: 1.000e-03, eta: 15:16:44, time: 1.142, data_time: 0.002, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8984, loss_cls: 1.0812, loss: 1.0812, grad_norm: 6.6900 2021-06-18 04:24:54,688 - mmaction - INFO - Epoch [39][1080/3757] lr: 1.000e-03, eta: 15:16:18, time: 1.158, data_time: 0.002, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9148, loss_cls: 1.0090, loss: 1.0090, grad_norm: 6.5483 2021-06-18 04:25:17,524 - mmaction - INFO - Epoch [39][1100/3757] lr: 1.000e-03, eta: 15:15:52, time: 1.142, data_time: 0.004, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9023, loss_cls: 1.0247, loss: 1.0247, grad_norm: 6.4682 2021-06-18 04:25:39,380 - mmaction - INFO - Epoch [39][1120/3757] lr: 1.000e-03, eta: 15:15:27, time: 1.092, data_time: 0.002, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9109, loss_cls: 1.0501, loss: 1.0501, grad_norm: 6.6853 2021-06-18 04:26:01,611 - mmaction - INFO - Epoch [39][1140/3757] lr: 1.000e-03, eta: 15:15:01, time: 1.113, data_time: 0.127, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8969, loss_cls: 1.1230, loss: 1.1230, grad_norm: 6.5594 2021-06-18 04:26:24,428 - mmaction - INFO - Epoch [39][1160/3757] lr: 1.000e-03, eta: 15:14:35, time: 1.141, data_time: 0.116, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9117, loss_cls: 0.9931, loss: 0.9931, grad_norm: 6.4770 2021-06-18 04:26:46,733 - mmaction - INFO - Epoch [39][1180/3757] lr: 1.000e-03, eta: 15:14:09, time: 1.114, data_time: 0.020, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8969, loss_cls: 1.0599, loss: 1.0599, grad_norm: 6.4366 2021-06-18 04:27:09,794 - mmaction - INFO - Epoch [39][1200/3757] lr: 1.000e-03, eta: 15:13:44, time: 1.153, data_time: 0.051, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8953, loss_cls: 1.0596, loss: 1.0596, grad_norm: 6.5792 2021-06-18 04:27:32,801 - mmaction - INFO - Epoch [39][1220/3757] lr: 1.000e-03, eta: 15:13:18, time: 1.151, data_time: 0.005, memory: 7080, top1_acc: 0.7328, top5_acc: 0.8969, loss_cls: 1.0698, loss: 1.0698, grad_norm: 6.4711 2021-06-18 04:27:55,794 - mmaction - INFO - Epoch [39][1240/3757] lr: 1.000e-03, eta: 15:12:52, time: 1.146, data_time: 0.003, memory: 7080, top1_acc: 0.7320, top5_acc: 0.8953, loss_cls: 1.0667, loss: 1.0667, grad_norm: 6.6309 2021-06-18 04:28:19,491 - mmaction - INFO - Epoch [39][1260/3757] lr: 1.000e-03, eta: 15:12:27, time: 1.188, data_time: 0.004, memory: 7080, top1_acc: 0.6977, top5_acc: 0.8781, loss_cls: 1.2093, loss: 1.2093, grad_norm: 6.8332 2021-06-18 04:28:41,974 - mmaction - INFO - Epoch [39][1280/3757] lr: 1.000e-03, eta: 15:12:01, time: 1.122, data_time: 0.002, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.1141, loss: 1.1141, grad_norm: 6.8770 2021-06-18 04:29:04,885 - mmaction - INFO - Epoch [39][1300/3757] lr: 1.000e-03, eta: 15:11:36, time: 1.148, data_time: 0.003, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9070, loss_cls: 1.0571, loss: 1.0571, grad_norm: 6.6207 2021-06-18 04:29:26,262 - mmaction - INFO - Epoch [39][1320/3757] lr: 1.000e-03, eta: 15:11:10, time: 1.067, data_time: 0.062, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9281, loss_cls: 0.9516, loss: 0.9516, grad_norm: 6.3076 2021-06-18 04:29:49,264 - mmaction - INFO - Epoch [39][1340/3757] lr: 1.000e-03, eta: 15:10:44, time: 1.151, data_time: 0.197, memory: 7080, top1_acc: 0.7359, top5_acc: 0.8961, loss_cls: 1.0532, loss: 1.0532, grad_norm: 6.5339 2021-06-18 04:30:12,654 - mmaction - INFO - Epoch [39][1360/3757] lr: 1.000e-03, eta: 15:10:19, time: 1.169, data_time: 0.363, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9141, loss_cls: 1.0616, loss: 1.0616, grad_norm: 6.6975 2021-06-18 04:30:36,025 - mmaction - INFO - Epoch [39][1380/3757] lr: 1.000e-03, eta: 15:09:53, time: 1.170, data_time: 0.167, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9016, loss_cls: 1.0572, loss: 1.0572, grad_norm: 6.5533 2021-06-18 04:30:58,521 - mmaction - INFO - Epoch [39][1400/3757] lr: 1.000e-03, eta: 15:09:27, time: 1.124, data_time: 0.085, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9070, loss_cls: 1.0321, loss: 1.0321, grad_norm: 6.6669 2021-06-18 04:31:22,254 - mmaction - INFO - Epoch [39][1420/3757] lr: 1.000e-03, eta: 15:09:02, time: 1.187, data_time: 0.128, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9062, loss_cls: 1.0146, loss: 1.0146, grad_norm: 6.3902 2021-06-18 04:31:43,735 - mmaction - INFO - Epoch [39][1440/3757] lr: 1.000e-03, eta: 15:08:36, time: 1.074, data_time: 0.005, memory: 7080, top1_acc: 0.7328, top5_acc: 0.8961, loss_cls: 1.0500, loss: 1.0500, grad_norm: 6.4405 2021-06-18 04:32:06,820 - mmaction - INFO - Epoch [39][1460/3757] lr: 1.000e-03, eta: 15:08:10, time: 1.154, data_time: 0.002, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9039, loss_cls: 1.0431, loss: 1.0431, grad_norm: 6.6339 2021-06-18 04:32:28,693 - mmaction - INFO - Epoch [39][1480/3757] lr: 1.000e-03, eta: 15:07:45, time: 1.093, data_time: 0.023, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8977, loss_cls: 1.1160, loss: 1.1160, grad_norm: 6.6117 2021-06-18 04:32:51,560 - mmaction - INFO - Epoch [39][1500/3757] lr: 1.000e-03, eta: 15:07:19, time: 1.143, data_time: 0.124, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9156, loss_cls: 1.0232, loss: 1.0232, grad_norm: 6.4422 2021-06-18 04:33:13,582 - mmaction - INFO - Epoch [39][1520/3757] lr: 1.000e-03, eta: 15:06:53, time: 1.102, data_time: 0.315, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9227, loss_cls: 0.9294, loss: 0.9294, grad_norm: 6.2316 2021-06-18 04:33:36,974 - mmaction - INFO - Epoch [39][1540/3757] lr: 1.000e-03, eta: 15:06:28, time: 1.170, data_time: 0.111, memory: 7080, top1_acc: 0.7344, top5_acc: 0.8984, loss_cls: 1.0160, loss: 1.0160, grad_norm: 6.1476 2021-06-18 04:34:00,414 - mmaction - INFO - Epoch [39][1560/3757] lr: 1.000e-03, eta: 15:06:02, time: 1.171, data_time: 0.021, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9047, loss_cls: 1.0838, loss: 1.0838, grad_norm: 6.7100 2021-06-18 04:34:23,783 - mmaction - INFO - Epoch [39][1580/3757] lr: 1.000e-03, eta: 15:05:37, time: 1.169, data_time: 0.066, memory: 7080, top1_acc: 0.7398, top5_acc: 0.8984, loss_cls: 1.0293, loss: 1.0293, grad_norm: 6.3085 2021-06-18 04:34:47,672 - mmaction - INFO - Epoch [39][1600/3757] lr: 1.000e-03, eta: 15:05:11, time: 1.194, data_time: 0.020, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9086, loss_cls: 0.9888, loss: 0.9888, grad_norm: 6.4805 2021-06-18 04:35:10,830 - mmaction - INFO - Epoch [39][1620/3757] lr: 1.000e-03, eta: 15:04:46, time: 1.158, data_time: 0.021, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9133, loss_cls: 1.0382, loss: 1.0382, grad_norm: 6.5607 2021-06-18 04:35:33,426 - mmaction - INFO - Epoch [39][1640/3757] lr: 1.000e-03, eta: 15:04:20, time: 1.129, data_time: 0.230, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9039, loss_cls: 1.0542, loss: 1.0542, grad_norm: 6.4621 2021-06-18 04:35:57,679 - mmaction - INFO - Epoch [39][1660/3757] lr: 1.000e-03, eta: 15:03:55, time: 1.213, data_time: 0.215, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9109, loss_cls: 1.0173, loss: 1.0173, grad_norm: 6.4907 2021-06-18 04:36:19,789 - mmaction - INFO - Epoch [39][1680/3757] lr: 1.000e-03, eta: 15:03:29, time: 1.101, data_time: 0.053, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.0575, loss: 1.0575, grad_norm: 6.5469 2021-06-18 04:36:41,854 - mmaction - INFO - Epoch [39][1700/3757] lr: 1.000e-03, eta: 15:03:03, time: 1.108, data_time: 0.121, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9086, loss_cls: 1.0339, loss: 1.0339, grad_norm: 6.7653 2021-06-18 04:37:03,624 - mmaction - INFO - Epoch [39][1720/3757] lr: 1.000e-03, eta: 15:02:37, time: 1.089, data_time: 0.079, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9039, loss_cls: 1.0594, loss: 1.0594, grad_norm: 6.5615 2021-06-18 04:37:26,295 - mmaction - INFO - Epoch [39][1740/3757] lr: 1.000e-03, eta: 15:02:12, time: 1.133, data_time: 0.218, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9086, loss_cls: 1.0383, loss: 1.0383, grad_norm: 6.5929 2021-06-18 04:37:48,964 - mmaction - INFO - Epoch [39][1760/3757] lr: 1.000e-03, eta: 15:01:46, time: 1.133, data_time: 0.001, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9016, loss_cls: 1.0365, loss: 1.0365, grad_norm: 6.3842 2021-06-18 04:38:12,413 - mmaction - INFO - Epoch [39][1780/3757] lr: 1.000e-03, eta: 15:01:20, time: 1.167, data_time: 0.005, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9109, loss_cls: 0.9920, loss: 0.9920, grad_norm: 6.4469 2021-06-18 04:38:35,237 - mmaction - INFO - Epoch [39][1800/3757] lr: 1.000e-03, eta: 15:00:55, time: 1.147, data_time: 0.008, memory: 7080, top1_acc: 0.7375, top5_acc: 0.8992, loss_cls: 1.0619, loss: 1.0619, grad_norm: 6.6232 2021-06-18 04:38:58,179 - mmaction - INFO - Epoch [39][1820/3757] lr: 1.000e-03, eta: 15:00:29, time: 1.147, data_time: 0.002, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9031, loss_cls: 1.0361, loss: 1.0361, grad_norm: 6.5053 2021-06-18 04:39:19,581 - mmaction - INFO - Epoch [39][1840/3757] lr: 1.000e-03, eta: 15:00:03, time: 1.071, data_time: 0.002, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9055, loss_cls: 1.0574, loss: 1.0574, grad_norm: 6.6235 2021-06-18 04:39:43,677 - mmaction - INFO - Epoch [39][1860/3757] lr: 1.000e-03, eta: 14:59:38, time: 1.204, data_time: 0.002, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8977, loss_cls: 1.0675, loss: 1.0675, grad_norm: 6.7276 2021-06-18 04:40:07,370 - mmaction - INFO - Epoch [39][1880/3757] lr: 1.000e-03, eta: 14:59:13, time: 1.185, data_time: 0.005, memory: 7080, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1235, loss: 1.1235, grad_norm: 6.7443 2021-06-18 04:40:28,878 - mmaction - INFO - Epoch [39][1900/3757] lr: 1.000e-03, eta: 14:58:47, time: 1.076, data_time: 0.002, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9055, loss_cls: 1.0385, loss: 1.0385, grad_norm: 6.3648 2021-06-18 04:40:51,972 - mmaction - INFO - Epoch [39][1920/3757] lr: 1.000e-03, eta: 14:58:21, time: 1.154, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9078, loss_cls: 1.0440, loss: 1.0440, grad_norm: 6.5065 2021-06-18 04:41:15,011 - mmaction - INFO - Epoch [39][1940/3757] lr: 1.000e-03, eta: 14:57:56, time: 1.152, data_time: 0.004, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9172, loss_cls: 0.9847, loss: 0.9847, grad_norm: 6.4406 2021-06-18 04:41:37,541 - mmaction - INFO - Epoch [39][1960/3757] lr: 1.000e-03, eta: 14:57:30, time: 1.127, data_time: 0.002, memory: 7080, top1_acc: 0.7133, top5_acc: 0.8922, loss_cls: 1.0941, loss: 1.0941, grad_norm: 6.5991 2021-06-18 04:42:00,095 - mmaction - INFO - Epoch [39][1980/3757] lr: 1.000e-03, eta: 14:57:04, time: 1.128, data_time: 0.003, memory: 7080, top1_acc: 0.7383, top5_acc: 0.8984, loss_cls: 1.0579, loss: 1.0579, grad_norm: 6.5169 2021-06-18 04:42:23,977 - mmaction - INFO - Epoch [39][2000/3757] lr: 1.000e-03, eta: 14:56:39, time: 1.194, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9039, loss_cls: 1.0366, loss: 1.0366, grad_norm: 6.5787 2021-06-18 04:42:46,981 - mmaction - INFO - Epoch [39][2020/3757] lr: 1.000e-03, eta: 14:56:13, time: 1.150, data_time: 0.002, memory: 7080, top1_acc: 0.7203, top5_acc: 0.9070, loss_cls: 1.0816, loss: 1.0816, grad_norm: 6.6518 2021-06-18 04:43:08,061 - mmaction - INFO - Epoch [39][2040/3757] lr: 1.000e-03, eta: 14:55:47, time: 1.054, data_time: 0.020, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9180, loss_cls: 0.9841, loss: 0.9841, grad_norm: 6.1528 2021-06-18 04:43:32,250 - mmaction - INFO - Epoch [39][2060/3757] lr: 1.000e-03, eta: 14:55:22, time: 1.210, data_time: 0.001, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9055, loss_cls: 1.0495, loss: 1.0495, grad_norm: 6.5554 2021-06-18 04:43:55,703 - mmaction - INFO - Epoch [39][2080/3757] lr: 1.000e-03, eta: 14:54:57, time: 1.172, data_time: 0.088, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9039, loss_cls: 1.0715, loss: 1.0715, grad_norm: 6.5141 2021-06-18 04:44:18,577 - mmaction - INFO - Epoch [39][2100/3757] lr: 1.000e-03, eta: 14:54:31, time: 1.143, data_time: 0.007, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9016, loss_cls: 1.0567, loss: 1.0567, grad_norm: 6.4151 2021-06-18 04:44:41,364 - mmaction - INFO - Epoch [39][2120/3757] lr: 1.000e-03, eta: 14:54:05, time: 1.139, data_time: 0.003, memory: 7080, top1_acc: 0.7141, top5_acc: 0.8945, loss_cls: 1.1262, loss: 1.1262, grad_norm: 6.6256 2021-06-18 04:45:06,137 - mmaction - INFO - Epoch [39][2140/3757] lr: 1.000e-03, eta: 14:53:40, time: 1.239, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 1.0034, loss: 1.0034, grad_norm: 6.4326 2021-06-18 04:45:28,275 - mmaction - INFO - Epoch [39][2160/3757] lr: 1.000e-03, eta: 14:53:14, time: 1.108, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9102, loss_cls: 0.9875, loss: 0.9875, grad_norm: 6.3362 2021-06-18 04:45:50,895 - mmaction - INFO - Epoch [39][2180/3757] lr: 1.000e-03, eta: 14:52:49, time: 1.131, data_time: 0.006, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9078, loss_cls: 0.9875, loss: 0.9875, grad_norm: 6.6024 2021-06-18 04:46:13,239 - mmaction - INFO - Epoch [39][2200/3757] lr: 1.000e-03, eta: 14:52:23, time: 1.117, data_time: 0.002, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1049, loss: 1.1049, grad_norm: 6.6522 2021-06-18 04:46:35,999 - mmaction - INFO - Epoch [39][2220/3757] lr: 1.000e-03, eta: 14:51:57, time: 1.137, data_time: 0.001, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9000, loss_cls: 1.0537, loss: 1.0537, grad_norm: 6.4679 2021-06-18 04:46:58,275 - mmaction - INFO - Epoch [39][2240/3757] lr: 1.000e-03, eta: 14:51:32, time: 1.115, data_time: 0.003, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9031, loss_cls: 1.0342, loss: 1.0342, grad_norm: 6.5603 2021-06-18 04:47:20,635 - mmaction - INFO - Epoch [39][2260/3757] lr: 1.000e-03, eta: 14:51:06, time: 1.116, data_time: 0.001, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9109, loss_cls: 1.0727, loss: 1.0727, grad_norm: 6.7469 2021-06-18 04:47:42,839 - mmaction - INFO - Epoch [39][2280/3757] lr: 1.000e-03, eta: 14:50:40, time: 1.112, data_time: 0.004, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9008, loss_cls: 1.0269, loss: 1.0269, grad_norm: 6.4390 2021-06-18 04:48:05,478 - mmaction - INFO - Epoch [39][2300/3757] lr: 1.000e-03, eta: 14:50:14, time: 1.131, data_time: 0.002, memory: 7080, top1_acc: 0.7070, top5_acc: 0.9055, loss_cls: 1.0922, loss: 1.0922, grad_norm: 6.7585 2021-06-18 04:48:28,358 - mmaction - INFO - Epoch [39][2320/3757] lr: 1.000e-03, eta: 14:49:49, time: 1.145, data_time: 0.117, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9164, loss_cls: 1.0178, loss: 1.0178, grad_norm: 6.4254 2021-06-18 04:48:49,349 - mmaction - INFO - Epoch [39][2340/3757] lr: 1.000e-03, eta: 14:49:23, time: 1.048, data_time: 0.177, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9086, loss_cls: 1.0061, loss: 1.0061, grad_norm: 6.3946 2021-06-18 04:49:12,442 - mmaction - INFO - Epoch [39][2360/3757] lr: 1.000e-03, eta: 14:48:57, time: 1.156, data_time: 0.132, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8977, loss_cls: 1.1185, loss: 1.1185, grad_norm: 6.8094 2021-06-18 04:49:35,717 - mmaction - INFO - Epoch [39][2380/3757] lr: 1.000e-03, eta: 14:48:32, time: 1.163, data_time: 0.248, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1056, loss: 1.1056, grad_norm: 6.5103 2021-06-18 04:49:58,633 - mmaction - INFO - Epoch [39][2400/3757] lr: 1.000e-03, eta: 14:48:06, time: 1.146, data_time: 0.292, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9203, loss_cls: 0.9969, loss: 0.9969, grad_norm: 6.5637 2021-06-18 04:50:21,912 - mmaction - INFO - Epoch [39][2420/3757] lr: 1.000e-03, eta: 14:47:41, time: 1.164, data_time: 0.161, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9047, loss_cls: 1.0654, loss: 1.0654, grad_norm: 6.4423 2021-06-18 04:50:44,193 - mmaction - INFO - Epoch [39][2440/3757] lr: 1.000e-03, eta: 14:47:15, time: 1.114, data_time: 0.423, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8984, loss_cls: 1.0889, loss: 1.0889, grad_norm: 6.6475 2021-06-18 04:51:06,734 - mmaction - INFO - Epoch [39][2460/3757] lr: 1.000e-03, eta: 14:46:49, time: 1.125, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9250, loss_cls: 0.9303, loss: 0.9303, grad_norm: 6.3495 2021-06-18 04:51:29,138 - mmaction - INFO - Epoch [39][2480/3757] lr: 1.000e-03, eta: 14:46:24, time: 1.122, data_time: 0.003, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9180, loss_cls: 1.0019, loss: 1.0019, grad_norm: 6.5637 2021-06-18 04:51:51,967 - mmaction - INFO - Epoch [39][2500/3757] lr: 1.000e-03, eta: 14:45:58, time: 1.141, data_time: 0.001, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9117, loss_cls: 1.0087, loss: 1.0087, grad_norm: 6.4715 2021-06-18 04:52:15,245 - mmaction - INFO - Epoch [39][2520/3757] lr: 1.000e-03, eta: 14:45:33, time: 1.164, data_time: 0.003, memory: 7080, top1_acc: 0.7531, top5_acc: 0.8961, loss_cls: 1.0728, loss: 1.0728, grad_norm: 6.6215 2021-06-18 04:52:37,415 - mmaction - INFO - Epoch [39][2540/3757] lr: 1.000e-03, eta: 14:45:07, time: 1.109, data_time: 0.003, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9078, loss_cls: 1.0052, loss: 1.0052, grad_norm: 6.4990 2021-06-18 04:53:01,660 - mmaction - INFO - Epoch [39][2560/3757] lr: 1.000e-03, eta: 14:44:42, time: 1.213, data_time: 0.322, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9094, loss_cls: 1.0035, loss: 1.0035, grad_norm: 6.5613 2021-06-18 04:53:23,358 - mmaction - INFO - Epoch [39][2580/3757] lr: 1.000e-03, eta: 14:44:16, time: 1.086, data_time: 0.136, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9047, loss_cls: 0.9826, loss: 0.9826, grad_norm: 6.2890 2021-06-18 04:53:45,124 - mmaction - INFO - Epoch [39][2600/3757] lr: 1.000e-03, eta: 14:43:50, time: 1.088, data_time: 0.003, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9016, loss_cls: 1.0610, loss: 1.0610, grad_norm: 6.5081 2021-06-18 04:54:08,652 - mmaction - INFO - Epoch [39][2620/3757] lr: 1.000e-03, eta: 14:43:24, time: 1.176, data_time: 0.088, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9117, loss_cls: 1.0445, loss: 1.0445, grad_norm: 6.5776 2021-06-18 04:54:32,506 - mmaction - INFO - Epoch [39][2640/3757] lr: 1.000e-03, eta: 14:42:59, time: 1.194, data_time: 0.121, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9094, loss_cls: 1.0221, loss: 1.0221, grad_norm: 6.5924 2021-06-18 04:54:57,077 - mmaction - INFO - Epoch [39][2660/3757] lr: 1.000e-03, eta: 14:42:34, time: 1.228, data_time: 0.001, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9070, loss_cls: 1.0431, loss: 1.0431, grad_norm: 6.4102 2021-06-18 04:55:17,655 - mmaction - INFO - Epoch [39][2680/3757] lr: 1.000e-03, eta: 14:42:08, time: 1.029, data_time: 0.001, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9039, loss_cls: 1.0319, loss: 1.0319, grad_norm: 6.3657 2021-06-18 04:55:40,092 - mmaction - INFO - Epoch [39][2700/3757] lr: 1.000e-03, eta: 14:41:42, time: 1.122, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9078, loss_cls: 1.0099, loss: 1.0099, grad_norm: 6.4800 2021-06-18 04:56:02,241 - mmaction - INFO - Epoch [39][2720/3757] lr: 1.000e-03, eta: 14:41:16, time: 1.104, data_time: 0.017, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9117, loss_cls: 1.0258, loss: 1.0258, grad_norm: 6.4910 2021-06-18 04:56:25,076 - mmaction - INFO - Epoch [39][2740/3757] lr: 1.000e-03, eta: 14:40:51, time: 1.146, data_time: 0.029, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9016, loss_cls: 1.0117, loss: 1.0117, grad_norm: 6.3775 2021-06-18 04:56:49,372 - mmaction - INFO - Epoch [39][2760/3757] lr: 1.000e-03, eta: 14:40:26, time: 1.215, data_time: 0.018, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9078, loss_cls: 1.0270, loss: 1.0270, grad_norm: 6.6086 2021-06-18 04:57:11,967 - mmaction - INFO - Epoch [39][2780/3757] lr: 1.000e-03, eta: 14:40:00, time: 1.130, data_time: 0.002, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9047, loss_cls: 1.0834, loss: 1.0834, grad_norm: 6.7078 2021-06-18 04:57:34,633 - mmaction - INFO - Epoch [39][2800/3757] lr: 1.000e-03, eta: 14:39:34, time: 1.132, data_time: 0.006, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.0556, loss: 1.0556, grad_norm: 6.6971 2021-06-18 04:57:56,468 - mmaction - INFO - Epoch [39][2820/3757] lr: 1.000e-03, eta: 14:39:08, time: 1.093, data_time: 0.180, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0118, loss: 1.0118, grad_norm: 6.3720 2021-06-18 04:58:20,126 - mmaction - INFO - Epoch [39][2840/3757] lr: 1.000e-03, eta: 14:38:43, time: 1.182, data_time: 0.036, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9039, loss_cls: 1.0297, loss: 1.0297, grad_norm: 6.5103 2021-06-18 04:58:43,063 - mmaction - INFO - Epoch [39][2860/3757] lr: 1.000e-03, eta: 14:38:17, time: 1.147, data_time: 0.002, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9008, loss_cls: 1.0695, loss: 1.0695, grad_norm: 6.4256 2021-06-18 04:59:06,144 - mmaction - INFO - Epoch [39][2880/3757] lr: 1.000e-03, eta: 14:37:52, time: 1.152, data_time: 0.002, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9109, loss_cls: 1.0379, loss: 1.0379, grad_norm: 6.5317 2021-06-18 04:59:28,878 - mmaction - INFO - Epoch [39][2900/3757] lr: 1.000e-03, eta: 14:37:26, time: 1.139, data_time: 0.004, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9125, loss_cls: 1.0113, loss: 1.0113, grad_norm: 6.4560 2021-06-18 04:59:49,975 - mmaction - INFO - Epoch [39][2920/3757] lr: 1.000e-03, eta: 14:37:00, time: 1.055, data_time: 0.002, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9023, loss_cls: 1.0279, loss: 1.0279, grad_norm: 6.4829 2021-06-18 05:00:12,636 - mmaction - INFO - Epoch [39][2940/3757] lr: 1.000e-03, eta: 14:36:35, time: 1.131, data_time: 0.002, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9078, loss_cls: 1.0248, loss: 1.0248, grad_norm: 6.6183 2021-06-18 05:00:34,693 - mmaction - INFO - Epoch [39][2960/3757] lr: 1.000e-03, eta: 14:36:09, time: 1.104, data_time: 0.007, memory: 7080, top1_acc: 0.7094, top5_acc: 0.8875, loss_cls: 1.1482, loss: 1.1482, grad_norm: 6.8315 2021-06-18 05:00:57,780 - mmaction - INFO - Epoch [39][2980/3757] lr: 1.000e-03, eta: 14:35:43, time: 1.154, data_time: 0.003, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9219, loss_cls: 0.9454, loss: 0.9454, grad_norm: 6.3304 2021-06-18 05:01:20,742 - mmaction - INFO - Epoch [39][3000/3757] lr: 1.000e-03, eta: 14:35:18, time: 1.150, data_time: 0.005, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9109, loss_cls: 1.0184, loss: 1.0184, grad_norm: 6.3507 2021-06-18 05:01:42,148 - mmaction - INFO - Epoch [39][3020/3757] lr: 1.000e-03, eta: 14:34:52, time: 1.070, data_time: 0.002, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9125, loss_cls: 1.0328, loss: 1.0328, grad_norm: 6.5486 2021-06-18 05:02:05,139 - mmaction - INFO - Epoch [39][3040/3757] lr: 1.000e-03, eta: 14:34:26, time: 1.149, data_time: 0.036, memory: 7080, top1_acc: 0.7117, top5_acc: 0.9039, loss_cls: 1.0722, loss: 1.0722, grad_norm: 6.5307 2021-06-18 05:02:27,983 - mmaction - INFO - Epoch [39][3060/3757] lr: 1.000e-03, eta: 14:34:01, time: 1.144, data_time: 0.041, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9148, loss_cls: 0.9748, loss: 0.9748, grad_norm: 6.3914 2021-06-18 05:02:52,347 - mmaction - INFO - Epoch [39][3080/3757] lr: 1.000e-03, eta: 14:33:36, time: 1.217, data_time: 0.059, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0975, loss: 1.0975, grad_norm: 6.8812 2021-06-18 05:03:15,472 - mmaction - INFO - Epoch [39][3100/3757] lr: 1.000e-03, eta: 14:33:10, time: 1.157, data_time: 0.032, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9141, loss_cls: 0.9967, loss: 0.9967, grad_norm: 6.5687 2021-06-18 05:03:37,796 - mmaction - INFO - Epoch [39][3120/3757] lr: 1.000e-03, eta: 14:32:44, time: 1.116, data_time: 0.002, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8867, loss_cls: 1.1456, loss: 1.1456, grad_norm: 6.6668 2021-06-18 05:04:01,394 - mmaction - INFO - Epoch [39][3140/3757] lr: 1.000e-03, eta: 14:32:19, time: 1.181, data_time: 0.103, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9062, loss_cls: 1.0372, loss: 1.0372, grad_norm: 6.4353 2021-06-18 05:04:24,484 - mmaction - INFO - Epoch [39][3160/3757] lr: 1.000e-03, eta: 14:31:54, time: 1.147, data_time: 0.085, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8938, loss_cls: 1.1187, loss: 1.1187, grad_norm: 6.6964 2021-06-18 05:04:46,471 - mmaction - INFO - Epoch [39][3180/3757] lr: 1.000e-03, eta: 14:31:28, time: 1.105, data_time: 0.205, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1012, loss: 1.1012, grad_norm: 6.7409 2021-06-18 05:05:07,882 - mmaction - INFO - Epoch [39][3200/3757] lr: 1.000e-03, eta: 14:31:02, time: 1.072, data_time: 0.084, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9070, loss_cls: 1.0410, loss: 1.0410, grad_norm: 6.5329 2021-06-18 05:05:30,945 - mmaction - INFO - Epoch [39][3220/3757] lr: 1.000e-03, eta: 14:30:36, time: 1.153, data_time: 0.259, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9078, loss_cls: 1.0148, loss: 1.0148, grad_norm: 6.5201 2021-06-18 05:05:53,081 - mmaction - INFO - Epoch [39][3240/3757] lr: 1.000e-03, eta: 14:30:11, time: 1.106, data_time: 0.047, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9031, loss_cls: 1.0878, loss: 1.0878, grad_norm: 6.6527 2021-06-18 05:06:16,694 - mmaction - INFO - Epoch [39][3260/3757] lr: 1.000e-03, eta: 14:29:45, time: 1.179, data_time: 0.272, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9023, loss_cls: 1.0579, loss: 1.0579, grad_norm: 6.8334 2021-06-18 05:06:39,390 - mmaction - INFO - Epoch [39][3280/3757] lr: 1.000e-03, eta: 14:29:20, time: 1.137, data_time: 0.008, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8984, loss_cls: 1.0693, loss: 1.0693, grad_norm: 6.7734 2021-06-18 05:07:01,740 - mmaction - INFO - Epoch [39][3300/3757] lr: 1.000e-03, eta: 14:28:54, time: 1.118, data_time: 0.010, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9070, loss_cls: 0.9762, loss: 0.9762, grad_norm: 6.3975 2021-06-18 05:07:25,176 - mmaction - INFO - Epoch [39][3320/3757] lr: 1.000e-03, eta: 14:28:29, time: 1.171, data_time: 0.112, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9055, loss_cls: 1.0220, loss: 1.0220, grad_norm: 6.4347 2021-06-18 05:07:47,949 - mmaction - INFO - Epoch [39][3340/3757] lr: 1.000e-03, eta: 14:28:03, time: 1.139, data_time: 0.219, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9000, loss_cls: 1.0856, loss: 1.0856, grad_norm: 6.5228 2021-06-18 05:08:11,222 - mmaction - INFO - Epoch [39][3360/3757] lr: 1.000e-03, eta: 14:27:38, time: 1.163, data_time: 0.102, memory: 7080, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1129, loss: 1.1129, grad_norm: 6.6820 2021-06-18 05:08:33,284 - mmaction - INFO - Epoch [39][3380/3757] lr: 1.000e-03, eta: 14:27:12, time: 1.103, data_time: 0.059, memory: 7080, top1_acc: 0.7203, top5_acc: 0.9023, loss_cls: 1.0668, loss: 1.0668, grad_norm: 6.6272 2021-06-18 05:08:55,691 - mmaction - INFO - Epoch [39][3400/3757] lr: 1.000e-03, eta: 14:26:46, time: 1.121, data_time: 0.002, memory: 7080, top1_acc: 0.7320, top5_acc: 0.8961, loss_cls: 1.0519, loss: 1.0519, grad_norm: 6.4893 2021-06-18 05:09:18,304 - mmaction - INFO - Epoch [39][3420/3757] lr: 1.000e-03, eta: 14:26:20, time: 1.130, data_time: 0.221, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9039, loss_cls: 1.1006, loss: 1.1006, grad_norm: 6.4829 2021-06-18 05:09:41,142 - mmaction - INFO - Epoch [39][3440/3757] lr: 1.000e-03, eta: 14:25:55, time: 1.143, data_time: 0.351, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9016, loss_cls: 1.0288, loss: 1.0288, grad_norm: 6.5084 2021-06-18 05:10:05,564 - mmaction - INFO - Epoch [39][3460/3757] lr: 1.000e-03, eta: 14:25:30, time: 1.221, data_time: 0.247, memory: 7080, top1_acc: 0.7359, top5_acc: 0.8984, loss_cls: 1.0752, loss: 1.0752, grad_norm: 6.6528 2021-06-18 05:10:29,042 - mmaction - INFO - Epoch [39][3480/3757] lr: 1.000e-03, eta: 14:25:04, time: 1.173, data_time: 0.015, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8969, loss_cls: 1.0586, loss: 1.0586, grad_norm: 6.7232 2021-06-18 05:10:51,704 - mmaction - INFO - Epoch [39][3500/3757] lr: 1.000e-03, eta: 14:24:39, time: 1.133, data_time: 0.001, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9039, loss_cls: 1.0120, loss: 1.0120, grad_norm: 6.3604 2021-06-18 05:11:13,435 - mmaction - INFO - Epoch [39][3520/3757] lr: 1.000e-03, eta: 14:24:13, time: 1.086, data_time: 0.002, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9023, loss_cls: 1.0515, loss: 1.0515, grad_norm: 6.4582 2021-06-18 05:11:36,684 - mmaction - INFO - Epoch [39][3540/3757] lr: 1.000e-03, eta: 14:23:47, time: 1.161, data_time: 0.002, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9109, loss_cls: 1.0615, loss: 1.0615, grad_norm: 6.7443 2021-06-18 05:11:59,654 - mmaction - INFO - Epoch [39][3560/3757] lr: 1.000e-03, eta: 14:23:22, time: 1.151, data_time: 0.004, memory: 7080, top1_acc: 0.7289, top5_acc: 0.8992, loss_cls: 1.0866, loss: 1.0866, grad_norm: 6.6728 2021-06-18 05:12:22,447 - mmaction - INFO - Epoch [39][3580/3757] lr: 1.000e-03, eta: 14:22:56, time: 1.139, data_time: 0.005, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9117, loss_cls: 0.9892, loss: 0.9892, grad_norm: 6.4875 2021-06-18 05:12:44,458 - mmaction - INFO - Epoch [39][3600/3757] lr: 1.000e-03, eta: 14:22:31, time: 1.101, data_time: 0.041, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9070, loss_cls: 1.0258, loss: 1.0258, grad_norm: 6.7423 2021-06-18 05:13:06,167 - mmaction - INFO - Epoch [39][3620/3757] lr: 1.000e-03, eta: 14:22:05, time: 1.086, data_time: 0.158, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8992, loss_cls: 1.1004, loss: 1.1004, grad_norm: 6.7639 2021-06-18 05:13:30,176 - mmaction - INFO - Epoch [39][3640/3757] lr: 1.000e-03, eta: 14:21:40, time: 1.201, data_time: 0.331, memory: 7080, top1_acc: 0.7148, top5_acc: 0.9125, loss_cls: 1.0541, loss: 1.0541, grad_norm: 6.6762 2021-06-18 05:13:53,336 - mmaction - INFO - Epoch [39][3660/3757] lr: 1.000e-03, eta: 14:21:14, time: 1.158, data_time: 0.001, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9070, loss_cls: 1.0227, loss: 1.0227, grad_norm: 6.6758 2021-06-18 05:14:16,640 - mmaction - INFO - Epoch [39][3680/3757] lr: 1.000e-03, eta: 14:20:49, time: 1.164, data_time: 0.077, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9109, loss_cls: 1.0131, loss: 1.0131, grad_norm: 6.4951 2021-06-18 05:14:39,219 - mmaction - INFO - Epoch [39][3700/3757] lr: 1.000e-03, eta: 14:20:23, time: 1.130, data_time: 0.003, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9039, loss_cls: 1.0074, loss: 1.0074, grad_norm: 6.4139 2021-06-18 05:15:01,271 - mmaction - INFO - Epoch [39][3720/3757] lr: 1.000e-03, eta: 14:19:57, time: 1.103, data_time: 0.001, memory: 7080, top1_acc: 0.7406, top5_acc: 0.8984, loss_cls: 1.0504, loss: 1.0504, grad_norm: 6.5348 2021-06-18 05:15:22,950 - mmaction - INFO - Epoch [39][3740/3757] lr: 1.000e-03, eta: 14:19:31, time: 1.084, data_time: 0.003, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9008, loss_cls: 1.0168, loss: 1.0168, grad_norm: 6.2231 2021-06-18 05:15:45,841 - mmaction - INFO - Saving checkpoint at 39 epochs 2021-06-18 05:23:36,805 - mmaction - INFO - Epoch [40][20/3757] lr: 1.000e-03, eta: 14:20:45, time: 23.495, data_time: 22.662, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9016, loss_cls: 1.0840, loss: 1.0840, grad_norm: 6.6295 2021-06-18 05:24:00,508 - mmaction - INFO - Epoch [40][40/3757] lr: 1.000e-03, eta: 14:20:19, time: 1.189, data_time: 0.247, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9133, loss_cls: 0.9486, loss: 0.9486, grad_norm: 6.1836 2021-06-18 05:24:23,351 - mmaction - INFO - Epoch [40][60/3757] lr: 1.000e-03, eta: 14:19:54, time: 1.138, data_time: 0.055, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9078, loss_cls: 0.9822, loss: 0.9822, grad_norm: 6.2049 2021-06-18 05:24:45,452 - mmaction - INFO - Epoch [40][80/3757] lr: 1.000e-03, eta: 14:19:28, time: 1.107, data_time: 0.088, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9117, loss_cls: 1.0459, loss: 1.0459, grad_norm: 6.7757 2021-06-18 05:25:07,271 - mmaction - INFO - Epoch [40][100/3757] lr: 1.000e-03, eta: 14:19:02, time: 1.093, data_time: 0.344, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0643, loss: 1.0643, grad_norm: 6.5329 2021-06-18 05:25:30,946 - mmaction - INFO - Epoch [40][120/3757] lr: 1.000e-03, eta: 14:18:37, time: 1.183, data_time: 0.166, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 0.9645, loss: 0.9645, grad_norm: 6.2385 2021-06-18 05:25:52,738 - mmaction - INFO - Epoch [40][140/3757] lr: 1.000e-03, eta: 14:18:11, time: 1.091, data_time: 0.003, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9031, loss_cls: 1.0618, loss: 1.0618, grad_norm: 6.6411 2021-06-18 05:26:14,963 - mmaction - INFO - Epoch [40][160/3757] lr: 1.000e-03, eta: 14:17:45, time: 1.111, data_time: 0.013, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9086, loss_cls: 1.0120, loss: 1.0120, grad_norm: 6.4834 2021-06-18 05:26:38,328 - mmaction - INFO - Epoch [40][180/3757] lr: 1.000e-03, eta: 14:17:19, time: 1.169, data_time: 0.032, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9102, loss_cls: 0.9934, loss: 0.9934, grad_norm: 6.6287 2021-06-18 05:27:01,067 - mmaction - INFO - Epoch [40][200/3757] lr: 1.000e-03, eta: 14:16:54, time: 1.135, data_time: 0.257, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9000, loss_cls: 1.0833, loss: 1.0833, grad_norm: 6.4764 2021-06-18 05:27:24,684 - mmaction - INFO - Epoch [40][220/3757] lr: 1.000e-03, eta: 14:16:28, time: 1.183, data_time: 0.319, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9164, loss_cls: 0.9809, loss: 0.9809, grad_norm: 6.3025 2021-06-18 05:27:47,409 - mmaction - INFO - Epoch [40][240/3757] lr: 1.000e-03, eta: 14:16:03, time: 1.137, data_time: 0.061, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9109, loss_cls: 0.9335, loss: 0.9335, grad_norm: 6.1330 2021-06-18 05:28:10,055 - mmaction - INFO - Epoch [40][260/3757] lr: 1.000e-03, eta: 14:15:37, time: 1.131, data_time: 0.083, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9070, loss_cls: 1.0089, loss: 1.0089, grad_norm: 6.4513 2021-06-18 05:28:33,029 - mmaction - INFO - Epoch [40][280/3757] lr: 1.000e-03, eta: 14:15:12, time: 1.148, data_time: 0.018, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9258, loss_cls: 0.8920, loss: 0.8920, grad_norm: 6.0240 2021-06-18 05:28:55,524 - mmaction - INFO - Epoch [40][300/3757] lr: 1.000e-03, eta: 14:14:46, time: 1.126, data_time: 0.003, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9156, loss_cls: 0.9694, loss: 0.9694, grad_norm: 6.4667 2021-06-18 05:29:18,802 - mmaction - INFO - Epoch [40][320/3757] lr: 1.000e-03, eta: 14:14:20, time: 1.162, data_time: 0.002, memory: 7080, top1_acc: 0.7383, top5_acc: 0.8992, loss_cls: 1.0236, loss: 1.0236, grad_norm: 6.5767 2021-06-18 05:29:41,324 - mmaction - INFO - Epoch [40][340/3757] lr: 1.000e-03, eta: 14:13:55, time: 1.128, data_time: 0.003, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9031, loss_cls: 1.0606, loss: 1.0606, grad_norm: 6.6038 2021-06-18 05:30:03,934 - mmaction - INFO - Epoch [40][360/3757] lr: 1.000e-03, eta: 14:13:29, time: 1.130, data_time: 0.001, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9102, loss_cls: 0.9870, loss: 0.9870, grad_norm: 6.4113 2021-06-18 05:30:27,385 - mmaction - INFO - Epoch [40][380/3757] lr: 1.000e-03, eta: 14:13:04, time: 1.172, data_time: 0.006, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9078, loss_cls: 0.9893, loss: 0.9893, grad_norm: 6.4048 2021-06-18 05:30:49,208 - mmaction - INFO - Epoch [40][400/3757] lr: 1.000e-03, eta: 14:12:38, time: 1.092, data_time: 0.002, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9000, loss_cls: 1.0388, loss: 1.0388, grad_norm: 6.4176 2021-06-18 05:31:13,258 - mmaction - INFO - Epoch [40][420/3757] lr: 1.000e-03, eta: 14:12:12, time: 1.202, data_time: 0.002, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.0891, loss: 1.0891, grad_norm: 6.8819 2021-06-18 05:31:36,281 - mmaction - INFO - Epoch [40][440/3757] lr: 1.000e-03, eta: 14:11:47, time: 1.150, data_time: 0.073, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0068, loss: 1.0068, grad_norm: 6.5522 2021-06-18 05:31:59,493 - mmaction - INFO - Epoch [40][460/3757] lr: 1.000e-03, eta: 14:11:21, time: 1.162, data_time: 0.089, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9078, loss_cls: 1.0495, loss: 1.0495, grad_norm: 6.8414 2021-06-18 05:32:21,671 - mmaction - INFO - Epoch [40][480/3757] lr: 1.000e-03, eta: 14:10:56, time: 1.109, data_time: 0.053, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9031, loss_cls: 1.0297, loss: 1.0297, grad_norm: 6.4693 2021-06-18 05:32:43,696 - mmaction - INFO - Epoch [40][500/3757] lr: 1.000e-03, eta: 14:10:30, time: 1.101, data_time: 0.299, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9086, loss_cls: 1.0446, loss: 1.0446, grad_norm: 6.7128 2021-06-18 05:33:05,986 - mmaction - INFO - Epoch [40][520/3757] lr: 1.000e-03, eta: 14:10:04, time: 1.114, data_time: 0.443, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9086, loss_cls: 1.0159, loss: 1.0159, grad_norm: 6.4459 2021-06-18 05:33:28,574 - mmaction - INFO - Epoch [40][540/3757] lr: 1.000e-03, eta: 14:09:38, time: 1.128, data_time: 0.375, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9117, loss_cls: 0.9593, loss: 0.9593, grad_norm: 6.4477 2021-06-18 05:33:51,709 - mmaction - INFO - Epoch [40][560/3757] lr: 1.000e-03, eta: 14:09:13, time: 1.159, data_time: 0.184, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9047, loss_cls: 1.0368, loss: 1.0368, grad_norm: 6.4223 2021-06-18 05:34:14,102 - mmaction - INFO - Epoch [40][580/3757] lr: 1.000e-03, eta: 14:08:47, time: 1.120, data_time: 0.134, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9141, loss_cls: 0.9391, loss: 0.9391, grad_norm: 6.5115 2021-06-18 05:34:36,779 - mmaction - INFO - Epoch [40][600/3757] lr: 1.000e-03, eta: 14:08:22, time: 1.133, data_time: 0.051, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9070, loss_cls: 1.0572, loss: 1.0572, grad_norm: 6.5091 2021-06-18 05:34:59,399 - mmaction - INFO - Epoch [40][620/3757] lr: 1.000e-03, eta: 14:07:56, time: 1.131, data_time: 0.217, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9055, loss_cls: 1.0567, loss: 1.0567, grad_norm: 6.7597 2021-06-18 05:35:22,925 - mmaction - INFO - Epoch [40][640/3757] lr: 1.000e-03, eta: 14:07:30, time: 1.178, data_time: 0.064, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9148, loss_cls: 1.0035, loss: 1.0035, grad_norm: 6.3812 2021-06-18 05:35:46,063 - mmaction - INFO - Epoch [40][660/3757] lr: 1.000e-03, eta: 14:07:05, time: 1.157, data_time: 0.003, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9039, loss_cls: 1.0856, loss: 1.0856, grad_norm: 6.8075 2021-06-18 05:36:09,270 - mmaction - INFO - Epoch [40][680/3757] lr: 1.000e-03, eta: 14:06:39, time: 1.160, data_time: 0.001, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9141, loss_cls: 0.9728, loss: 0.9728, grad_norm: 6.5624 2021-06-18 05:36:29,325 - mmaction - INFO - Epoch [40][700/3757] lr: 1.000e-03, eta: 14:06:13, time: 1.001, data_time: 0.076, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.0297, loss: 1.0297, grad_norm: 6.4790 2021-06-18 05:36:52,811 - mmaction - INFO - Epoch [40][720/3757] lr: 1.000e-03, eta: 14:05:48, time: 1.176, data_time: 0.078, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9156, loss_cls: 1.0124, loss: 1.0124, grad_norm: 6.5060 2021-06-18 05:37:16,688 - mmaction - INFO - Epoch [40][740/3757] lr: 1.000e-03, eta: 14:05:22, time: 1.191, data_time: 0.249, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9000, loss_cls: 1.0159, loss: 1.0159, grad_norm: 6.3829 2021-06-18 05:37:38,967 - mmaction - INFO - Epoch [40][760/3757] lr: 1.000e-03, eta: 14:04:57, time: 1.114, data_time: 0.005, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9164, loss_cls: 0.9286, loss: 0.9286, grad_norm: 6.2667 2021-06-18 05:38:01,237 - mmaction - INFO - Epoch [40][780/3757] lr: 1.000e-03, eta: 14:04:31, time: 1.117, data_time: 0.005, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9094, loss_cls: 1.0250, loss: 1.0250, grad_norm: 6.6367 2021-06-18 05:38:24,839 - mmaction - INFO - Epoch [40][800/3757] lr: 1.000e-03, eta: 14:04:06, time: 1.180, data_time: 0.001, memory: 7080, top1_acc: 0.7445, top5_acc: 0.8977, loss_cls: 1.0025, loss: 1.0025, grad_norm: 6.5070 2021-06-18 05:38:48,401 - mmaction - INFO - Epoch [40][820/3757] lr: 1.000e-03, eta: 14:03:40, time: 1.178, data_time: 0.002, memory: 7080, top1_acc: 0.7383, top5_acc: 0.8984, loss_cls: 1.0355, loss: 1.0355, grad_norm: 6.6746 2021-06-18 05:39:09,094 - mmaction - INFO - Epoch [40][840/3757] lr: 1.000e-03, eta: 14:03:14, time: 1.035, data_time: 0.002, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9062, loss_cls: 1.0286, loss: 1.0286, grad_norm: 6.5682 2021-06-18 05:39:32,908 - mmaction - INFO - Epoch [40][860/3757] lr: 1.000e-03, eta: 14:02:49, time: 1.191, data_time: 0.041, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9055, loss_cls: 1.0385, loss: 1.0385, grad_norm: 6.4503 2021-06-18 05:39:56,149 - mmaction - INFO - Epoch [40][880/3757] lr: 1.000e-03, eta: 14:02:23, time: 1.162, data_time: 0.008, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9141, loss_cls: 0.9981, loss: 0.9981, grad_norm: 6.5550 2021-06-18 05:40:18,933 - mmaction - INFO - Epoch [40][900/3757] lr: 1.000e-03, eta: 14:01:58, time: 1.139, data_time: 0.024, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9008, loss_cls: 1.0613, loss: 1.0613, grad_norm: 6.5293 2021-06-18 05:40:42,390 - mmaction - INFO - Epoch [40][920/3757] lr: 1.000e-03, eta: 14:01:32, time: 1.173, data_time: 0.088, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9031, loss_cls: 1.0492, loss: 1.0492, grad_norm: 6.7461 2021-06-18 05:41:03,619 - mmaction - INFO - Epoch [40][940/3757] lr: 1.000e-03, eta: 14:01:06, time: 1.062, data_time: 0.019, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9023, loss_cls: 1.0431, loss: 1.0431, grad_norm: 6.6590 2021-06-18 05:41:25,745 - mmaction - INFO - Epoch [40][960/3757] lr: 1.000e-03, eta: 14:00:40, time: 1.105, data_time: 0.022, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9055, loss_cls: 1.0347, loss: 1.0347, grad_norm: 6.6330 2021-06-18 05:41:50,207 - mmaction - INFO - Epoch [40][980/3757] lr: 1.000e-03, eta: 14:00:15, time: 1.224, data_time: 0.207, memory: 7080, top1_acc: 0.7445, top5_acc: 0.8984, loss_cls: 1.0529, loss: 1.0529, grad_norm: 6.5102 2021-06-18 05:42:12,620 - mmaction - INFO - Epoch [40][1000/3757] lr: 1.000e-03, eta: 13:59:50, time: 1.120, data_time: 0.168, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9016, loss_cls: 1.0529, loss: 1.0529, grad_norm: 6.4200 2021-06-18 05:42:35,447 - mmaction - INFO - Epoch [40][1020/3757] lr: 1.000e-03, eta: 13:59:24, time: 1.141, data_time: 0.055, memory: 7080, top1_acc: 0.7227, top5_acc: 0.9055, loss_cls: 1.0665, loss: 1.0665, grad_norm: 6.8104 2021-06-18 05:42:58,448 - mmaction - INFO - Epoch [40][1040/3757] lr: 1.000e-03, eta: 13:58:58, time: 1.146, data_time: 0.106, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9070, loss_cls: 0.9989, loss: 0.9989, grad_norm: 6.5229 2021-06-18 05:43:21,748 - mmaction - INFO - Epoch [40][1060/3757] lr: 1.000e-03, eta: 13:58:33, time: 1.165, data_time: 0.195, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8984, loss_cls: 1.0601, loss: 1.0601, grad_norm: 6.5830 2021-06-18 05:43:44,361 - mmaction - INFO - Epoch [40][1080/3757] lr: 1.000e-03, eta: 13:58:07, time: 1.134, data_time: 0.049, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9023, loss_cls: 1.0220, loss: 1.0220, grad_norm: 6.4695 2021-06-18 05:44:06,566 - mmaction - INFO - Epoch [40][1100/3757] lr: 1.000e-03, eta: 13:57:42, time: 1.111, data_time: 0.132, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9094, loss_cls: 0.9764, loss: 0.9764, grad_norm: 6.4347 2021-06-18 05:44:30,148 - mmaction - INFO - Epoch [40][1120/3757] lr: 1.000e-03, eta: 13:57:16, time: 1.177, data_time: 0.283, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9133, loss_cls: 1.0008, loss: 1.0008, grad_norm: 6.4458 2021-06-18 05:44:53,491 - mmaction - INFO - Epoch [40][1140/3757] lr: 1.000e-03, eta: 13:56:51, time: 1.168, data_time: 0.264, memory: 7080, top1_acc: 0.7102, top5_acc: 0.8875, loss_cls: 1.1265, loss: 1.1265, grad_norm: 6.8644 2021-06-18 05:45:16,321 - mmaction - INFO - Epoch [40][1160/3757] lr: 1.000e-03, eta: 13:56:25, time: 1.142, data_time: 0.109, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9000, loss_cls: 1.0602, loss: 1.0602, grad_norm: 6.5702 2021-06-18 05:45:39,521 - mmaction - INFO - Epoch [40][1180/3757] lr: 1.000e-03, eta: 13:56:00, time: 1.161, data_time: 0.151, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9156, loss_cls: 0.9783, loss: 0.9783, grad_norm: 6.5209 2021-06-18 05:46:01,371 - mmaction - INFO - Epoch [40][1200/3757] lr: 1.000e-03, eta: 13:55:34, time: 1.093, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9117, loss_cls: 1.0204, loss: 1.0204, grad_norm: 6.3851 2021-06-18 05:46:23,439 - mmaction - INFO - Epoch [40][1220/3757] lr: 1.000e-03, eta: 13:55:08, time: 1.101, data_time: 0.035, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9086, loss_cls: 0.9816, loss: 0.9816, grad_norm: 6.4872 2021-06-18 05:46:46,326 - mmaction - INFO - Epoch [40][1240/3757] lr: 1.000e-03, eta: 13:54:43, time: 1.145, data_time: 0.079, memory: 7080, top1_acc: 0.7281, top5_acc: 0.8977, loss_cls: 1.0523, loss: 1.0523, grad_norm: 6.4718 2021-06-18 05:47:08,302 - mmaction - INFO - Epoch [40][1260/3757] lr: 1.000e-03, eta: 13:54:17, time: 1.101, data_time: 0.391, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8953, loss_cls: 1.0916, loss: 1.0916, grad_norm: 6.5295 2021-06-18 05:47:31,717 - mmaction - INFO - Epoch [40][1280/3757] lr: 1.000e-03, eta: 13:53:51, time: 1.169, data_time: 0.075, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9055, loss_cls: 1.0625, loss: 1.0625, grad_norm: 6.6584 2021-06-18 05:47:55,331 - mmaction - INFO - Epoch [40][1300/3757] lr: 1.000e-03, eta: 13:53:26, time: 1.179, data_time: 0.004, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 0.9904, loss: 0.9904, grad_norm: 6.2905 2021-06-18 05:48:17,665 - mmaction - INFO - Epoch [40][1320/3757] lr: 1.000e-03, eta: 13:53:00, time: 1.119, data_time: 0.005, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9133, loss_cls: 1.0217, loss: 1.0217, grad_norm: 6.5551 2021-06-18 05:48:40,988 - mmaction - INFO - Epoch [40][1340/3757] lr: 1.000e-03, eta: 13:52:35, time: 1.167, data_time: 0.046, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9242, loss_cls: 0.9759, loss: 0.9759, grad_norm: 6.6017 2021-06-18 05:49:04,291 - mmaction - INFO - Epoch [40][1360/3757] lr: 1.000e-03, eta: 13:52:09, time: 1.166, data_time: 0.029, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9039, loss_cls: 1.0119, loss: 1.0119, grad_norm: 6.5878 2021-06-18 05:49:26,550 - mmaction - INFO - Epoch [40][1380/3757] lr: 1.000e-03, eta: 13:51:44, time: 1.113, data_time: 0.003, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9055, loss_cls: 0.9996, loss: 0.9996, grad_norm: 6.5319 2021-06-18 05:49:48,826 - mmaction - INFO - Epoch [40][1400/3757] lr: 1.000e-03, eta: 13:51:18, time: 1.112, data_time: 0.001, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9148, loss_cls: 0.9741, loss: 0.9741, grad_norm: 6.7674 2021-06-18 05:50:11,960 - mmaction - INFO - Epoch [40][1420/3757] lr: 1.000e-03, eta: 13:50:52, time: 1.158, data_time: 0.023, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8922, loss_cls: 1.0961, loss: 1.0961, grad_norm: 6.5894 2021-06-18 05:50:35,535 - mmaction - INFO - Epoch [40][1440/3757] lr: 1.000e-03, eta: 13:50:27, time: 1.179, data_time: 0.073, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9242, loss_cls: 0.9425, loss: 0.9425, grad_norm: 6.2690 2021-06-18 05:50:57,275 - mmaction - INFO - Epoch [40][1460/3757] lr: 1.000e-03, eta: 13:50:01, time: 1.087, data_time: 0.111, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9117, loss_cls: 1.0009, loss: 1.0009, grad_norm: 6.5605 2021-06-18 05:51:21,161 - mmaction - INFO - Epoch [40][1480/3757] lr: 1.000e-03, eta: 13:49:36, time: 1.194, data_time: 0.031, memory: 7080, top1_acc: 0.7461, top5_acc: 0.8992, loss_cls: 1.0586, loss: 1.0586, grad_norm: 6.5982 2021-06-18 05:51:44,690 - mmaction - INFO - Epoch [40][1500/3757] lr: 1.000e-03, eta: 13:49:11, time: 1.178, data_time: 0.003, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8930, loss_cls: 1.1035, loss: 1.1035, grad_norm: 6.8240 2021-06-18 05:52:06,522 - mmaction - INFO - Epoch [40][1520/3757] lr: 1.000e-03, eta: 13:48:45, time: 1.091, data_time: 0.025, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9094, loss_cls: 1.0429, loss: 1.0429, grad_norm: 6.5356 2021-06-18 05:52:30,666 - mmaction - INFO - Epoch [40][1540/3757] lr: 1.000e-03, eta: 13:48:20, time: 1.208, data_time: 0.053, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8891, loss_cls: 1.0603, loss: 1.0603, grad_norm: 6.4839 2021-06-18 05:52:54,240 - mmaction - INFO - Epoch [40][1560/3757] lr: 1.000e-03, eta: 13:47:54, time: 1.177, data_time: 0.003, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9023, loss_cls: 1.0337, loss: 1.0337, grad_norm: 6.4693 2021-06-18 05:53:15,360 - mmaction - INFO - Epoch [40][1580/3757] lr: 1.000e-03, eta: 13:47:28, time: 1.055, data_time: 0.004, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9094, loss_cls: 1.0329, loss: 1.0329, grad_norm: 6.8262 2021-06-18 05:53:36,941 - mmaction - INFO - Epoch [40][1600/3757] lr: 1.000e-03, eta: 13:47:02, time: 1.082, data_time: 0.011, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9055, loss_cls: 1.0553, loss: 1.0553, grad_norm: 6.7730 2021-06-18 05:54:00,820 - mmaction - INFO - Epoch [40][1620/3757] lr: 1.000e-03, eta: 13:46:37, time: 1.194, data_time: 0.043, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9117, loss_cls: 0.9975, loss: 0.9975, grad_norm: 6.4843 2021-06-18 05:54:23,382 - mmaction - INFO - Epoch [40][1640/3757] lr: 1.000e-03, eta: 13:46:11, time: 1.128, data_time: 0.086, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9094, loss_cls: 0.9667, loss: 0.9667, grad_norm: 6.2411 2021-06-18 05:54:45,391 - mmaction - INFO - Epoch [40][1660/3757] lr: 1.000e-03, eta: 13:45:46, time: 1.100, data_time: 0.167, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9180, loss_cls: 1.0216, loss: 1.0216, grad_norm: 6.4472 2021-06-18 05:55:07,509 - mmaction - INFO - Epoch [40][1680/3757] lr: 1.000e-03, eta: 13:45:20, time: 1.105, data_time: 0.078, memory: 7080, top1_acc: 0.7141, top5_acc: 0.9023, loss_cls: 1.0655, loss: 1.0655, grad_norm: 6.8443 2021-06-18 05:55:30,492 - mmaction - INFO - Epoch [40][1700/3757] lr: 1.000e-03, eta: 13:44:54, time: 1.149, data_time: 0.152, memory: 7080, top1_acc: 0.7086, top5_acc: 0.9000, loss_cls: 1.1161, loss: 1.1161, grad_norm: 6.9149 2021-06-18 05:55:52,751 - mmaction - INFO - Epoch [40][1720/3757] lr: 1.000e-03, eta: 13:44:29, time: 1.113, data_time: 0.119, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9102, loss_cls: 1.0386, loss: 1.0386, grad_norm: 6.7198 2021-06-18 05:56:16,267 - mmaction - INFO - Epoch [40][1740/3757] lr: 1.000e-03, eta: 13:44:03, time: 1.177, data_time: 0.214, memory: 7080, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1338, loss: 1.1338, grad_norm: 6.9051 2021-06-18 05:56:40,135 - mmaction - INFO - Epoch [40][1760/3757] lr: 1.000e-03, eta: 13:43:38, time: 1.192, data_time: 0.255, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8945, loss_cls: 1.0856, loss: 1.0856, grad_norm: 6.7227 2021-06-18 05:57:02,438 - mmaction - INFO - Epoch [40][1780/3757] lr: 1.000e-03, eta: 13:43:12, time: 1.116, data_time: 0.283, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9039, loss_cls: 0.9994, loss: 0.9994, grad_norm: 6.4496 2021-06-18 05:57:24,352 - mmaction - INFO - Epoch [40][1800/3757] lr: 1.000e-03, eta: 13:42:46, time: 1.096, data_time: 0.289, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9195, loss_cls: 0.9648, loss: 0.9648, grad_norm: 6.3727 2021-06-18 05:57:47,998 - mmaction - INFO - Epoch [40][1820/3757] lr: 1.000e-03, eta: 13:42:21, time: 1.177, data_time: 0.105, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9039, loss_cls: 1.0314, loss: 1.0314, grad_norm: 6.4973 2021-06-18 05:58:09,808 - mmaction - INFO - Epoch [40][1840/3757] lr: 1.000e-03, eta: 13:41:55, time: 1.096, data_time: 0.007, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9227, loss_cls: 0.9299, loss: 0.9299, grad_norm: 6.2969 2021-06-18 05:58:31,734 - mmaction - INFO - Epoch [40][1860/3757] lr: 1.000e-03, eta: 13:41:30, time: 1.094, data_time: 0.242, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9109, loss_cls: 0.9996, loss: 0.9996, grad_norm: 6.4622 2021-06-18 05:58:56,528 - mmaction - INFO - Epoch [40][1880/3757] lr: 1.000e-03, eta: 13:41:05, time: 1.241, data_time: 0.048, memory: 7080, top1_acc: 0.7070, top5_acc: 0.8859, loss_cls: 1.1545, loss: 1.1545, grad_norm: 6.8460 2021-06-18 05:59:18,891 - mmaction - INFO - Epoch [40][1900/3757] lr: 1.000e-03, eta: 13:40:39, time: 1.117, data_time: 0.002, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9016, loss_cls: 1.0470, loss: 1.0470, grad_norm: 6.6121 2021-06-18 05:59:40,425 - mmaction - INFO - Epoch [40][1920/3757] lr: 1.000e-03, eta: 13:40:13, time: 1.074, data_time: 0.003, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9172, loss_cls: 0.9786, loss: 0.9786, grad_norm: 6.6335 2021-06-18 06:00:12,032 - mmaction - INFO - Epoch [40][1940/3757] lr: 1.000e-03, eta: 13:39:50, time: 1.578, data_time: 0.006, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9117, loss_cls: 1.0101, loss: 1.0101, grad_norm: 6.7240 2021-06-18 06:00:30,116 - mmaction - INFO - Epoch [40][1960/3757] lr: 1.000e-03, eta: 13:39:23, time: 0.910, data_time: 0.011, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9109, loss_cls: 1.0287, loss: 1.0287, grad_norm: 6.7742 2021-06-18 06:00:54,472 - mmaction - INFO - Epoch [40][1980/3757] lr: 1.000e-03, eta: 13:38:58, time: 1.217, data_time: 0.131, memory: 7080, top1_acc: 0.7398, top5_acc: 0.8984, loss_cls: 1.0171, loss: 1.0171, grad_norm: 6.6620 2021-06-18 06:01:17,996 - mmaction - INFO - Epoch [40][2000/3757] lr: 1.000e-03, eta: 13:38:32, time: 1.176, data_time: 0.031, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9047, loss_cls: 1.0707, loss: 1.0707, grad_norm: 6.6911 2021-06-18 06:01:40,146 - mmaction - INFO - Epoch [40][2020/3757] lr: 1.000e-03, eta: 13:38:07, time: 1.108, data_time: 0.031, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9141, loss_cls: 0.9988, loss: 0.9988, grad_norm: 6.6393 2021-06-18 06:02:02,972 - mmaction - INFO - Epoch [40][2040/3757] lr: 1.000e-03, eta: 13:37:41, time: 1.140, data_time: 0.082, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9039, loss_cls: 1.0573, loss: 1.0573, grad_norm: 6.6257 2021-06-18 06:02:25,872 - mmaction - INFO - Epoch [40][2060/3757] lr: 1.000e-03, eta: 13:37:16, time: 1.147, data_time: 0.402, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8852, loss_cls: 1.0889, loss: 1.0889, grad_norm: 6.7554 2021-06-18 06:02:48,361 - mmaction - INFO - Epoch [40][2080/3757] lr: 1.000e-03, eta: 13:36:50, time: 1.124, data_time: 0.013, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9109, loss_cls: 0.9611, loss: 0.9611, grad_norm: 6.4628 2021-06-18 06:03:11,965 - mmaction - INFO - Epoch [40][2100/3757] lr: 1.000e-03, eta: 13:36:25, time: 1.180, data_time: 0.027, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9109, loss_cls: 1.0273, loss: 1.0273, grad_norm: 6.5005 2021-06-18 06:03:35,326 - mmaction - INFO - Epoch [40][2120/3757] lr: 1.000e-03, eta: 13:35:59, time: 1.167, data_time: 0.040, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9180, loss_cls: 0.9544, loss: 0.9544, grad_norm: 6.4695 2021-06-18 06:03:59,499 - mmaction - INFO - Epoch [40][2140/3757] lr: 1.000e-03, eta: 13:35:34, time: 1.209, data_time: 0.003, memory: 7080, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.0903, loss: 1.0903, grad_norm: 6.6974 2021-06-18 06:04:21,007 - mmaction - INFO - Epoch [40][2160/3757] lr: 1.000e-03, eta: 13:35:08, time: 1.076, data_time: 0.017, memory: 7080, top1_acc: 0.7164, top5_acc: 0.9031, loss_cls: 1.0669, loss: 1.0669, grad_norm: 6.6864 2021-06-18 06:04:43,645 - mmaction - INFO - Epoch [40][2180/3757] lr: 1.000e-03, eta: 13:34:43, time: 1.131, data_time: 0.055, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9242, loss_cls: 0.9604, loss: 0.9604, grad_norm: 6.6141 2021-06-18 06:05:06,378 - mmaction - INFO - Epoch [40][2200/3757] lr: 1.000e-03, eta: 13:34:17, time: 1.138, data_time: 0.208, memory: 7080, top1_acc: 0.7141, top5_acc: 0.9000, loss_cls: 1.0805, loss: 1.0805, grad_norm: 6.7191 2021-06-18 06:05:29,613 - mmaction - INFO - Epoch [40][2220/3757] lr: 1.000e-03, eta: 13:33:52, time: 1.161, data_time: 0.050, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9102, loss_cls: 1.0047, loss: 1.0047, grad_norm: 6.5892 2021-06-18 06:05:52,301 - mmaction - INFO - Epoch [40][2240/3757] lr: 1.000e-03, eta: 13:33:26, time: 1.135, data_time: 0.003, memory: 7080, top1_acc: 0.7352, top5_acc: 0.8875, loss_cls: 1.0987, loss: 1.0987, grad_norm: 6.5398 2021-06-18 06:06:15,292 - mmaction - INFO - Epoch [40][2260/3757] lr: 1.000e-03, eta: 13:33:01, time: 1.148, data_time: 0.076, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9125, loss_cls: 0.9970, loss: 0.9970, grad_norm: 6.5113 2021-06-18 06:06:38,476 - mmaction - INFO - Epoch [40][2280/3757] lr: 1.000e-03, eta: 13:32:35, time: 1.156, data_time: 0.066, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9109, loss_cls: 0.9958, loss: 0.9958, grad_norm: 6.3714 2021-06-18 06:07:00,050 - mmaction - INFO - Epoch [40][2300/3757] lr: 1.000e-03, eta: 13:32:09, time: 1.081, data_time: 0.033, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9125, loss_cls: 1.0014, loss: 1.0014, grad_norm: 6.5231 2021-06-18 06:07:21,708 - mmaction - INFO - Epoch [40][2320/3757] lr: 1.000e-03, eta: 13:31:43, time: 1.085, data_time: 0.045, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9062, loss_cls: 1.0402, loss: 1.0402, grad_norm: 6.5993 2021-06-18 06:07:44,379 - mmaction - INFO - Epoch [40][2340/3757] lr: 1.000e-03, eta: 13:31:18, time: 1.133, data_time: 0.032, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9133, loss_cls: 1.0293, loss: 1.0293, grad_norm: 6.6236 2021-06-18 06:08:07,540 - mmaction - INFO - Epoch [40][2360/3757] lr: 1.000e-03, eta: 13:30:52, time: 1.157, data_time: 0.230, memory: 7080, top1_acc: 0.7180, top5_acc: 0.9148, loss_cls: 1.0706, loss: 1.0706, grad_norm: 6.8409 2021-06-18 06:08:31,784 - mmaction - INFO - Epoch [40][2380/3757] lr: 1.000e-03, eta: 13:30:27, time: 1.213, data_time: 0.111, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9125, loss_cls: 1.0164, loss: 1.0164, grad_norm: 6.6074 2021-06-18 06:08:53,764 - mmaction - INFO - Epoch [40][2400/3757] lr: 1.000e-03, eta: 13:30:01, time: 1.099, data_time: 0.105, memory: 7080, top1_acc: 0.7406, top5_acc: 0.8961, loss_cls: 1.0709, loss: 1.0709, grad_norm: 6.8023 2021-06-18 06:09:15,334 - mmaction - INFO - Epoch [40][2420/3757] lr: 1.000e-03, eta: 13:29:36, time: 1.079, data_time: 0.267, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9078, loss_cls: 1.0699, loss: 1.0699, grad_norm: 6.7720 2021-06-18 06:09:37,695 - mmaction - INFO - Epoch [40][2440/3757] lr: 1.000e-03, eta: 13:29:10, time: 1.118, data_time: 0.161, memory: 7080, top1_acc: 0.7016, top5_acc: 0.8945, loss_cls: 1.1049, loss: 1.1049, grad_norm: 6.9175 2021-06-18 06:10:01,356 - mmaction - INFO - Epoch [40][2460/3757] lr: 1.000e-03, eta: 13:28:45, time: 1.180, data_time: 0.017, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8930, loss_cls: 1.0825, loss: 1.0825, grad_norm: 6.6666 2021-06-18 06:10:24,252 - mmaction - INFO - Epoch [40][2480/3757] lr: 1.000e-03, eta: 13:28:19, time: 1.143, data_time: 0.093, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9094, loss_cls: 1.0203, loss: 1.0203, grad_norm: 6.5712 2021-06-18 06:10:44,733 - mmaction - INFO - Epoch [40][2500/3757] lr: 1.000e-03, eta: 13:27:53, time: 1.028, data_time: 0.055, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0417, loss: 1.0417, grad_norm: 6.5947 2021-06-18 06:11:07,949 - mmaction - INFO - Epoch [40][2520/3757] lr: 1.000e-03, eta: 13:27:28, time: 1.162, data_time: 0.020, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9148, loss_cls: 1.0234, loss: 1.0234, grad_norm: 6.7039 2021-06-18 06:11:31,327 - mmaction - INFO - Epoch [40][2540/3757] lr: 1.000e-03, eta: 13:27:02, time: 1.169, data_time: 0.074, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9148, loss_cls: 0.9852, loss: 0.9852, grad_norm: 6.4695 2021-06-18 06:11:53,155 - mmaction - INFO - Epoch [40][2560/3757] lr: 1.000e-03, eta: 13:26:36, time: 1.091, data_time: 0.019, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9031, loss_cls: 1.0348, loss: 1.0348, grad_norm: 6.6354 2021-06-18 06:12:17,477 - mmaction - INFO - Epoch [40][2580/3757] lr: 1.000e-03, eta: 13:26:11, time: 1.216, data_time: 0.258, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9086, loss_cls: 0.9725, loss: 0.9725, grad_norm: 6.5021 2021-06-18 06:12:40,472 - mmaction - INFO - Epoch [40][2600/3757] lr: 1.000e-03, eta: 13:25:46, time: 1.150, data_time: 0.092, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8992, loss_cls: 1.0635, loss: 1.0635, grad_norm: 6.6560 2021-06-18 06:13:03,306 - mmaction - INFO - Epoch [40][2620/3757] lr: 1.000e-03, eta: 13:25:20, time: 1.142, data_time: 0.100, memory: 7080, top1_acc: 0.7086, top5_acc: 0.8961, loss_cls: 1.1298, loss: 1.1298, grad_norm: 7.0298 2021-06-18 06:13:25,982 - mmaction - INFO - Epoch [40][2640/3757] lr: 1.000e-03, eta: 13:24:55, time: 1.132, data_time: 0.001, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9086, loss_cls: 1.0041, loss: 1.0041, grad_norm: 6.4822 2021-06-18 06:13:50,528 - mmaction - INFO - Epoch [40][2660/3757] lr: 1.000e-03, eta: 13:24:30, time: 1.228, data_time: 0.023, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9008, loss_cls: 1.0399, loss: 1.0399, grad_norm: 6.5602 2021-06-18 06:14:11,624 - mmaction - INFO - Epoch [40][2680/3757] lr: 1.000e-03, eta: 13:24:04, time: 1.054, data_time: 0.002, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9062, loss_cls: 1.0572, loss: 1.0572, grad_norm: 6.6047 2021-06-18 06:14:34,954 - mmaction - INFO - Epoch [40][2700/3757] lr: 1.000e-03, eta: 13:23:38, time: 1.168, data_time: 0.004, memory: 7080, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.0775, loss: 1.0775, grad_norm: 6.4881 2021-06-18 06:14:59,155 - mmaction - INFO - Epoch [40][2720/3757] lr: 1.000e-03, eta: 13:23:13, time: 1.210, data_time: 0.001, memory: 7080, top1_acc: 0.7383, top5_acc: 0.8969, loss_cls: 1.0581, loss: 1.0581, grad_norm: 6.4808 2021-06-18 06:15:20,230 - mmaction - INFO - Epoch [40][2740/3757] lr: 1.000e-03, eta: 13:22:47, time: 1.054, data_time: 0.001, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9094, loss_cls: 1.0266, loss: 1.0266, grad_norm: 6.5665 2021-06-18 06:15:43,269 - mmaction - INFO - Epoch [40][2760/3757] lr: 1.000e-03, eta: 13:22:22, time: 1.150, data_time: 0.013, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9039, loss_cls: 1.0578, loss: 1.0578, grad_norm: 6.8770 2021-06-18 06:16:06,410 - mmaction - INFO - Epoch [40][2780/3757] lr: 1.000e-03, eta: 13:21:56, time: 1.159, data_time: 0.004, memory: 7080, top1_acc: 0.7398, top5_acc: 0.8977, loss_cls: 1.0464, loss: 1.0464, grad_norm: 6.6998 2021-06-18 06:16:28,919 - mmaction - INFO - Epoch [40][2800/3757] lr: 1.000e-03, eta: 13:21:31, time: 1.122, data_time: 0.015, memory: 7080, top1_acc: 0.7547, top5_acc: 0.8992, loss_cls: 1.0302, loss: 1.0302, grad_norm: 6.4303 2021-06-18 06:16:52,255 - mmaction - INFO - Epoch [40][2820/3757] lr: 1.000e-03, eta: 13:21:05, time: 1.170, data_time: 0.005, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9039, loss_cls: 1.0263, loss: 1.0263, grad_norm: 6.6908 2021-06-18 06:17:14,779 - mmaction - INFO - Epoch [40][2840/3757] lr: 1.000e-03, eta: 13:20:40, time: 1.126, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9117, loss_cls: 0.9746, loss: 0.9746, grad_norm: 6.3486 2021-06-18 06:17:38,403 - mmaction - INFO - Epoch [40][2860/3757] lr: 1.000e-03, eta: 13:20:14, time: 1.181, data_time: 0.002, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9172, loss_cls: 1.0073, loss: 1.0073, grad_norm: 6.5948 2021-06-18 06:18:01,735 - mmaction - INFO - Epoch [40][2880/3757] lr: 1.000e-03, eta: 13:19:49, time: 1.166, data_time: 0.001, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9016, loss_cls: 1.0607, loss: 1.0607, grad_norm: 6.6206 2021-06-18 06:18:23,187 - mmaction - INFO - Epoch [40][2900/3757] lr: 1.000e-03, eta: 13:19:23, time: 1.073, data_time: 0.003, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9180, loss_cls: 0.9511, loss: 0.9511, grad_norm: 6.2880 2021-06-18 06:18:45,795 - mmaction - INFO - Epoch [40][2920/3757] lr: 1.000e-03, eta: 13:18:57, time: 1.130, data_time: 0.004, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9141, loss_cls: 1.0113, loss: 1.0113, grad_norm: 6.5062 2021-06-18 06:19:09,871 - mmaction - INFO - Epoch [40][2940/3757] lr: 1.000e-03, eta: 13:18:32, time: 1.204, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9078, loss_cls: 0.9973, loss: 0.9973, grad_norm: 6.4177 2021-06-18 06:19:32,199 - mmaction - INFO - Epoch [40][2960/3757] lr: 1.000e-03, eta: 13:18:07, time: 1.117, data_time: 0.194, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9047, loss_cls: 1.0293, loss: 1.0293, grad_norm: 6.6936 2021-06-18 06:19:53,687 - mmaction - INFO - Epoch [40][2980/3757] lr: 1.000e-03, eta: 13:17:41, time: 1.074, data_time: 0.302, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9016, loss_cls: 1.1200, loss: 1.1200, grad_norm: 6.8555 2021-06-18 06:20:16,745 - mmaction - INFO - Epoch [40][3000/3757] lr: 1.000e-03, eta: 13:17:15, time: 1.151, data_time: 0.306, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9094, loss_cls: 1.0516, loss: 1.0516, grad_norm: 6.7136 2021-06-18 06:20:39,422 - mmaction - INFO - Epoch [40][3020/3757] lr: 1.000e-03, eta: 13:16:50, time: 1.133, data_time: 0.137, memory: 7080, top1_acc: 0.7203, top5_acc: 0.9062, loss_cls: 1.0705, loss: 1.0705, grad_norm: 6.5796 2021-06-18 06:21:03,041 - mmaction - INFO - Epoch [40][3040/3757] lr: 1.000e-03, eta: 13:16:25, time: 1.183, data_time: 0.010, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9000, loss_cls: 1.0486, loss: 1.0486, grad_norm: 6.5488 2021-06-18 06:21:26,134 - mmaction - INFO - Epoch [40][3060/3757] lr: 1.000e-03, eta: 13:15:59, time: 1.151, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9055, loss_cls: 0.9900, loss: 0.9900, grad_norm: 6.4266 2021-06-18 06:21:48,671 - mmaction - INFO - Epoch [40][3080/3757] lr: 1.000e-03, eta: 13:15:33, time: 1.130, data_time: 0.005, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0582, loss: 1.0582, grad_norm: 6.6097 2021-06-18 06:22:09,809 - mmaction - INFO - Epoch [40][3100/3757] lr: 1.000e-03, eta: 13:15:08, time: 1.057, data_time: 0.019, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9195, loss_cls: 0.9811, loss: 0.9811, grad_norm: 6.3277 2021-06-18 06:22:33,457 - mmaction - INFO - Epoch [40][3120/3757] lr: 1.000e-03, eta: 13:14:42, time: 1.182, data_time: 0.001, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9000, loss_cls: 1.0635, loss: 1.0635, grad_norm: 6.5642 2021-06-18 06:22:55,622 - mmaction - INFO - Epoch [40][3140/3757] lr: 1.000e-03, eta: 13:14:17, time: 1.108, data_time: 0.001, memory: 7080, top1_acc: 0.7500, top5_acc: 0.8992, loss_cls: 0.9959, loss: 0.9959, grad_norm: 6.4309 2021-06-18 06:23:18,460 - mmaction - INFO - Epoch [40][3160/3757] lr: 1.000e-03, eta: 13:13:51, time: 1.141, data_time: 0.103, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9086, loss_cls: 1.0312, loss: 1.0312, grad_norm: 6.6238 2021-06-18 06:23:40,486 - mmaction - INFO - Epoch [40][3180/3757] lr: 1.000e-03, eta: 13:13:25, time: 1.102, data_time: 0.169, memory: 7080, top1_acc: 0.7406, top5_acc: 0.8938, loss_cls: 1.0389, loss: 1.0389, grad_norm: 6.3384 2021-06-18 06:24:04,011 - mmaction - INFO - Epoch [40][3200/3757] lr: 1.000e-03, eta: 13:13:00, time: 1.175, data_time: 0.255, memory: 7080, top1_acc: 0.7180, top5_acc: 0.9039, loss_cls: 1.0716, loss: 1.0716, grad_norm: 6.7041 2021-06-18 06:24:25,899 - mmaction - INFO - Epoch [40][3220/3757] lr: 1.000e-03, eta: 13:12:34, time: 1.096, data_time: 0.210, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9949, loss: 0.9949, grad_norm: 6.6137 2021-06-18 06:24:47,601 - mmaction - INFO - Epoch [40][3240/3757] lr: 1.000e-03, eta: 13:12:09, time: 1.083, data_time: 0.103, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9078, loss_cls: 1.0223, loss: 1.0223, grad_norm: 6.6631 2021-06-18 06:25:11,575 - mmaction - INFO - Epoch [40][3260/3757] lr: 1.000e-03, eta: 13:11:43, time: 1.201, data_time: 0.179, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9000, loss_cls: 1.0539, loss: 1.0539, grad_norm: 6.7718 2021-06-18 06:25:34,817 - mmaction - INFO - Epoch [40][3280/3757] lr: 1.000e-03, eta: 13:11:18, time: 1.158, data_time: 0.318, memory: 7080, top1_acc: 0.7195, top5_acc: 0.9141, loss_cls: 1.0582, loss: 1.0582, grad_norm: 6.9422 2021-06-18 06:25:56,278 - mmaction - INFO - Epoch [40][3300/3757] lr: 1.000e-03, eta: 13:10:52, time: 1.075, data_time: 0.254, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9094, loss_cls: 1.0263, loss: 1.0263, grad_norm: 6.5921 2021-06-18 06:26:20,598 - mmaction - INFO - Epoch [40][3320/3757] lr: 1.000e-03, eta: 13:10:27, time: 1.217, data_time: 0.215, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9094, loss_cls: 1.0478, loss: 1.0478, grad_norm: 6.9358 2021-06-18 06:26:42,573 - mmaction - INFO - Epoch [40][3340/3757] lr: 1.000e-03, eta: 13:10:01, time: 1.098, data_time: 0.089, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0961, loss: 1.0961, grad_norm: 6.7943 2021-06-18 06:27:05,908 - mmaction - INFO - Epoch [40][3360/3757] lr: 1.000e-03, eta: 13:09:36, time: 1.167, data_time: 0.102, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9102, loss_cls: 1.0487, loss: 1.0487, grad_norm: 6.7320 2021-06-18 06:27:28,990 - mmaction - INFO - Epoch [40][3380/3757] lr: 1.000e-03, eta: 13:09:10, time: 1.154, data_time: 0.107, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9117, loss_cls: 1.0321, loss: 1.0321, grad_norm: 6.6410 2021-06-18 06:27:52,133 - mmaction - INFO - Epoch [40][3400/3757] lr: 1.000e-03, eta: 13:08:45, time: 1.157, data_time: 0.002, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8891, loss_cls: 1.0653, loss: 1.0653, grad_norm: 6.3486 2021-06-18 06:28:14,724 - mmaction - INFO - Epoch [40][3420/3757] lr: 1.000e-03, eta: 13:08:19, time: 1.130, data_time: 0.003, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9172, loss_cls: 1.0067, loss: 1.0067, grad_norm: 6.5332 2021-06-18 06:28:38,142 - mmaction - INFO - Epoch [40][3440/3757] lr: 1.000e-03, eta: 13:07:54, time: 1.171, data_time: 0.002, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9133, loss_cls: 1.0335, loss: 1.0335, grad_norm: 6.5670 2021-06-18 06:29:00,301 - mmaction - INFO - Epoch [40][3460/3757] lr: 1.000e-03, eta: 13:07:28, time: 1.104, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9227, loss_cls: 0.9612, loss: 0.9612, grad_norm: 6.5795 2021-06-18 06:29:22,608 - mmaction - INFO - Epoch [40][3480/3757] lr: 1.000e-03, eta: 13:07:03, time: 1.117, data_time: 0.006, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8914, loss_cls: 1.1130, loss: 1.1130, grad_norm: 6.9216 2021-06-18 06:29:46,941 - mmaction - INFO - Epoch [40][3500/3757] lr: 1.000e-03, eta: 13:06:38, time: 1.220, data_time: 0.008, memory: 7080, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.1072, loss: 1.1072, grad_norm: 6.7902 2021-06-18 06:30:09,744 - mmaction - INFO - Epoch [40][3520/3757] lr: 1.000e-03, eta: 13:06:12, time: 1.140, data_time: 0.002, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9062, loss_cls: 1.0278, loss: 1.0278, grad_norm: 6.6962 2021-06-18 06:30:32,284 - mmaction - INFO - Epoch [40][3540/3757] lr: 1.000e-03, eta: 13:05:47, time: 1.127, data_time: 0.003, memory: 7080, top1_acc: 0.7164, top5_acc: 0.8992, loss_cls: 1.0759, loss: 1.0759, grad_norm: 6.6852 2021-06-18 06:30:55,777 - mmaction - INFO - Epoch [40][3560/3757] lr: 1.000e-03, eta: 13:05:21, time: 1.174, data_time: 0.002, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9055, loss_cls: 1.0614, loss: 1.0614, grad_norm: 6.6680 2021-06-18 06:31:19,993 - mmaction - INFO - Epoch [40][3580/3757] lr: 1.000e-03, eta: 13:04:56, time: 1.211, data_time: 0.002, memory: 7080, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.0955, loss: 1.0955, grad_norm: 6.7471 2021-06-18 06:31:41,213 - mmaction - INFO - Epoch [40][3600/3757] lr: 1.000e-03, eta: 13:04:30, time: 1.058, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9109, loss_cls: 1.0196, loss: 1.0196, grad_norm: 6.4790 2021-06-18 06:32:04,767 - mmaction - INFO - Epoch [40][3620/3757] lr: 1.000e-03, eta: 13:04:05, time: 1.179, data_time: 0.004, memory: 7080, top1_acc: 0.7195, top5_acc: 0.8977, loss_cls: 1.1135, loss: 1.1135, grad_norm: 6.6817 2021-06-18 06:32:26,166 - mmaction - INFO - Epoch [40][3640/3757] lr: 1.000e-03, eta: 13:03:39, time: 1.069, data_time: 0.085, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9133, loss_cls: 0.9987, loss: 0.9987, grad_norm: 6.5516 2021-06-18 06:32:50,146 - mmaction - INFO - Epoch [40][3660/3757] lr: 1.000e-03, eta: 13:03:14, time: 1.202, data_time: 0.261, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9078, loss_cls: 1.0119, loss: 1.0119, grad_norm: 6.3187 2021-06-18 06:33:12,825 - mmaction - INFO - Epoch [40][3680/3757] lr: 1.000e-03, eta: 13:02:48, time: 1.134, data_time: 0.261, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9062, loss_cls: 1.0645, loss: 1.0645, grad_norm: 6.6366 2021-06-18 06:33:34,504 - mmaction - INFO - Epoch [40][3700/3757] lr: 1.000e-03, eta: 13:02:23, time: 1.084, data_time: 0.006, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9187, loss_cls: 0.9888, loss: 0.9888, grad_norm: 6.6373 2021-06-18 06:33:57,913 - mmaction - INFO - Epoch [40][3720/3757] lr: 1.000e-03, eta: 13:01:57, time: 1.170, data_time: 0.002, memory: 7080, top1_acc: 0.7391, top5_acc: 0.8969, loss_cls: 1.0625, loss: 1.0625, grad_norm: 6.6836 2021-06-18 06:34:21,267 - mmaction - INFO - Epoch [40][3740/3757] lr: 1.000e-03, eta: 13:01:32, time: 1.167, data_time: 0.058, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9094, loss_cls: 1.0285, loss: 1.0285, grad_norm: 6.4666 2021-06-18 06:34:44,098 - mmaction - INFO - Saving checkpoint at 40 epochs 2021-06-18 06:46:46,566 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 06:46:47,588 - mmaction - INFO - top1_acc 0.6965 top5_acc 0.8924 2021-06-18 06:46:47,589 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 06:46:47,660 - mmaction - INFO - mean_acc 0.6964 2021-06-18 06:46:48,530 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_40.pth. 2021-06-18 06:46:48,530 - mmaction - INFO - Best top1_acc is 0.6965 at 40 epoch. 2021-06-18 06:46:48,548 - mmaction - INFO - Epoch(val) [40][3757] top1_acc: 0.6965, top5_acc: 0.8924, mean_class_accuracy: 0.6964 2021-06-18 06:54:22,311 - mmaction - INFO - Epoch [41][20/3757] lr: 1.000e-04, eta: 13:02:28, time: 22.685, data_time: 21.948, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.1080, loss: 1.1080, grad_norm: 6.6398 2021-06-18 06:54:45,481 - mmaction - INFO - Epoch [41][40/3757] lr: 1.000e-04, eta: 13:02:02, time: 1.160, data_time: 0.318, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9078, loss_cls: 0.9839, loss: 0.9839, grad_norm: 6.3395 2021-06-18 06:55:08,180 - mmaction - INFO - Epoch [41][60/3757] lr: 1.000e-04, eta: 13:01:37, time: 1.136, data_time: 0.265, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9117, loss_cls: 0.9600, loss: 0.9600, grad_norm: 6.2231 2021-06-18 06:55:30,386 - mmaction - INFO - Epoch [41][80/3757] lr: 1.000e-04, eta: 13:01:11, time: 1.111, data_time: 0.073, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9148, loss_cls: 0.9711, loss: 0.9711, grad_norm: 6.4423 2021-06-18 06:55:52,305 - mmaction - INFO - Epoch [41][100/3757] lr: 1.000e-04, eta: 13:00:45, time: 1.093, data_time: 0.005, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8992, loss_cls: 1.0615, loss: 1.0615, grad_norm: 6.7457 2021-06-18 06:56:15,129 - mmaction - INFO - Epoch [41][120/3757] lr: 1.000e-04, eta: 13:00:20, time: 1.141, data_time: 0.005, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9070, loss_cls: 1.0458, loss: 1.0458, grad_norm: 6.5300 2021-06-18 06:56:38,261 - mmaction - INFO - Epoch [41][140/3757] lr: 1.000e-04, eta: 12:59:54, time: 1.155, data_time: 0.034, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8953, loss_cls: 1.0528, loss: 1.0528, grad_norm: 6.5526 2021-06-18 06:57:01,397 - mmaction - INFO - Epoch [41][160/3757] lr: 1.000e-04, eta: 12:59:29, time: 1.161, data_time: 0.253, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9187, loss_cls: 1.0148, loss: 1.0148, grad_norm: 6.5794 2021-06-18 06:57:24,538 - mmaction - INFO - Epoch [41][180/3757] lr: 1.000e-04, eta: 12:59:03, time: 1.154, data_time: 0.375, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9180, loss_cls: 0.9427, loss: 0.9427, grad_norm: 6.3585 2021-06-18 06:57:45,920 - mmaction - INFO - Epoch [41][200/3757] lr: 1.000e-04, eta: 12:58:37, time: 1.071, data_time: 0.218, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9172, loss_cls: 0.9536, loss: 0.9536, grad_norm: 6.4837 2021-06-18 06:58:08,366 - mmaction - INFO - Epoch [41][220/3757] lr: 1.000e-04, eta: 12:58:12, time: 1.118, data_time: 0.038, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 0.9846, loss: 0.9846, grad_norm: 6.5356 2021-06-18 06:58:31,125 - mmaction - INFO - Epoch [41][240/3757] lr: 1.000e-04, eta: 12:57:46, time: 1.143, data_time: 0.006, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9055, loss_cls: 1.0248, loss: 1.0248, grad_norm: 6.6591 2021-06-18 06:58:53,959 - mmaction - INFO - Epoch [41][260/3757] lr: 1.000e-04, eta: 12:57:21, time: 1.141, data_time: 0.007, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9086, loss_cls: 0.9840, loss: 0.9840, grad_norm: 6.5032 2021-06-18 06:59:16,908 - mmaction - INFO - Epoch [41][280/3757] lr: 1.000e-04, eta: 12:56:55, time: 1.148, data_time: 0.073, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9109, loss_cls: 0.9967, loss: 0.9967, grad_norm: 6.4292 2021-06-18 06:59:38,817 - mmaction - INFO - Epoch [41][300/3757] lr: 1.000e-04, eta: 12:56:29, time: 1.095, data_time: 0.085, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9070, loss_cls: 1.0030, loss: 1.0030, grad_norm: 6.4729 2021-06-18 07:00:03,204 - mmaction - INFO - Epoch [41][320/3757] lr: 1.000e-04, eta: 12:56:04, time: 1.220, data_time: 0.461, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9102, loss_cls: 1.0067, loss: 1.0067, grad_norm: 6.4919 2021-06-18 07:00:25,992 - mmaction - INFO - Epoch [41][340/3757] lr: 1.000e-04, eta: 12:55:39, time: 1.138, data_time: 0.443, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9141, loss_cls: 0.9852, loss: 0.9852, grad_norm: 6.4522 2021-06-18 07:00:49,707 - mmaction - INFO - Epoch [41][360/3757] lr: 1.000e-04, eta: 12:55:13, time: 1.187, data_time: 0.205, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9086, loss_cls: 0.9969, loss: 0.9969, grad_norm: 6.3341 2021-06-18 07:01:12,416 - mmaction - INFO - Epoch [41][380/3757] lr: 1.000e-04, eta: 12:54:48, time: 1.135, data_time: 0.008, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9180, loss_cls: 0.9378, loss: 0.9378, grad_norm: 6.3406 2021-06-18 07:01:34,137 - mmaction - INFO - Epoch [41][400/3757] lr: 1.000e-04, eta: 12:54:22, time: 1.085, data_time: 0.186, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9039, loss_cls: 1.0356, loss: 1.0356, grad_norm: 6.7072 2021-06-18 07:01:58,401 - mmaction - INFO - Epoch [41][420/3757] lr: 1.000e-04, eta: 12:53:57, time: 1.214, data_time: 0.208, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9211, loss_cls: 0.9801, loss: 0.9801, grad_norm: 6.3723 2021-06-18 07:02:22,351 - mmaction - INFO - Epoch [41][440/3757] lr: 1.000e-04, eta: 12:53:31, time: 1.197, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9070, loss_cls: 0.9748, loss: 0.9748, grad_norm: 6.3816 2021-06-18 07:02:45,055 - mmaction - INFO - Epoch [41][460/3757] lr: 1.000e-04, eta: 12:53:06, time: 1.134, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9203, loss_cls: 0.9475, loss: 0.9475, grad_norm: 6.3319 2021-06-18 07:03:06,580 - mmaction - INFO - Epoch [41][480/3757] lr: 1.000e-04, eta: 12:52:40, time: 1.078, data_time: 0.003, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9039, loss_cls: 1.0249, loss: 1.0249, grad_norm: 6.6306 2021-06-18 07:03:29,966 - mmaction - INFO - Epoch [41][500/3757] lr: 1.000e-04, eta: 12:52:15, time: 1.169, data_time: 0.010, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9125, loss_cls: 0.9781, loss: 0.9781, grad_norm: 6.3795 2021-06-18 07:03:53,328 - mmaction - INFO - Epoch [41][520/3757] lr: 1.000e-04, eta: 12:51:49, time: 1.169, data_time: 0.019, memory: 7080, top1_acc: 0.7453, top5_acc: 0.8992, loss_cls: 1.0477, loss: 1.0477, grad_norm: 6.5219 2021-06-18 07:04:16,136 - mmaction - INFO - Epoch [41][540/3757] lr: 1.000e-04, eta: 12:51:24, time: 1.141, data_time: 0.257, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9031, loss_cls: 1.0464, loss: 1.0464, grad_norm: 6.5265 2021-06-18 07:04:38,026 - mmaction - INFO - Epoch [41][560/3757] lr: 1.000e-04, eta: 12:50:58, time: 1.095, data_time: 0.155, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9023, loss_cls: 1.0317, loss: 1.0317, grad_norm: 6.5525 2021-06-18 07:04:59,580 - mmaction - INFO - Epoch [41][580/3757] lr: 1.000e-04, eta: 12:50:32, time: 1.076, data_time: 0.181, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9133, loss_cls: 0.9633, loss: 0.9633, grad_norm: 6.3375 2021-06-18 07:05:22,899 - mmaction - INFO - Epoch [41][600/3757] lr: 1.000e-04, eta: 12:50:07, time: 1.167, data_time: 0.007, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9148, loss_cls: 0.9902, loss: 0.9902, grad_norm: 6.4082 2021-06-18 07:05:45,044 - mmaction - INFO - Epoch [41][620/3757] lr: 1.000e-04, eta: 12:49:41, time: 1.107, data_time: 0.020, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9094, loss_cls: 0.9941, loss: 0.9941, grad_norm: 6.5373 2021-06-18 07:06:08,656 - mmaction - INFO - Epoch [41][640/3757] lr: 1.000e-04, eta: 12:49:16, time: 1.178, data_time: 0.168, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9195, loss_cls: 0.9564, loss: 0.9564, grad_norm: 6.3342 2021-06-18 07:06:31,252 - mmaction - INFO - Epoch [41][660/3757] lr: 1.000e-04, eta: 12:48:50, time: 1.129, data_time: 0.037, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9117, loss_cls: 0.9952, loss: 0.9952, grad_norm: 6.6700 2021-06-18 07:06:53,804 - mmaction - INFO - Epoch [41][680/3757] lr: 1.000e-04, eta: 12:48:24, time: 1.131, data_time: 0.059, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9195, loss_cls: 0.9392, loss: 0.9392, grad_norm: 6.4304 2021-06-18 07:07:17,567 - mmaction - INFO - Epoch [41][700/3757] lr: 1.000e-04, eta: 12:47:59, time: 1.188, data_time: 0.056, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9266, loss_cls: 0.9242, loss: 0.9242, grad_norm: 6.3646 2021-06-18 07:07:39,938 - mmaction - INFO - Epoch [41][720/3757] lr: 1.000e-04, eta: 12:47:34, time: 1.119, data_time: 0.078, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9266, loss_cls: 0.9096, loss: 0.9096, grad_norm: 6.1656 2021-06-18 07:08:02,092 - mmaction - INFO - Epoch [41][740/3757] lr: 1.000e-04, eta: 12:47:08, time: 1.105, data_time: 0.079, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9039, loss_cls: 1.0217, loss: 1.0217, grad_norm: 6.4962 2021-06-18 07:08:25,070 - mmaction - INFO - Epoch [41][760/3757] lr: 1.000e-04, eta: 12:46:42, time: 1.151, data_time: 0.115, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9070, loss_cls: 1.0004, loss: 1.0004, grad_norm: 6.4927 2021-06-18 07:08:48,745 - mmaction - INFO - Epoch [41][780/3757] lr: 1.000e-04, eta: 12:46:17, time: 1.175, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9086, loss_cls: 0.9738, loss: 0.9738, grad_norm: 6.3838 2021-06-18 07:09:10,695 - mmaction - INFO - Epoch [41][800/3757] lr: 1.000e-04, eta: 12:45:51, time: 1.107, data_time: 0.073, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9117, loss_cls: 1.0190, loss: 1.0190, grad_norm: 6.5831 2021-06-18 07:09:34,094 - mmaction - INFO - Epoch [41][820/3757] lr: 1.000e-04, eta: 12:45:26, time: 1.162, data_time: 0.223, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9078, loss_cls: 1.0425, loss: 1.0425, grad_norm: 6.5959 2021-06-18 07:09:56,509 - mmaction - INFO - Epoch [41][840/3757] lr: 1.000e-04, eta: 12:45:00, time: 1.128, data_time: 0.010, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9234, loss_cls: 0.9333, loss: 0.9333, grad_norm: 6.3475 2021-06-18 07:10:18,535 - mmaction - INFO - Epoch [41][860/3757] lr: 1.000e-04, eta: 12:44:35, time: 1.101, data_time: 0.003, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9219, loss_cls: 0.9395, loss: 0.9395, grad_norm: 6.4609 2021-06-18 07:10:40,234 - mmaction - INFO - Epoch [41][880/3757] lr: 1.000e-04, eta: 12:44:09, time: 1.086, data_time: 0.002, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9398, loss_cls: 0.8768, loss: 0.8768, grad_norm: 6.1583 2021-06-18 07:11:02,827 - mmaction - INFO - Epoch [41][900/3757] lr: 1.000e-04, eta: 12:43:43, time: 1.129, data_time: 0.001, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9117, loss_cls: 0.9309, loss: 0.9309, grad_norm: 6.2251 2021-06-18 07:11:26,257 - mmaction - INFO - Epoch [41][920/3757] lr: 1.000e-04, eta: 12:43:18, time: 1.172, data_time: 0.016, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 0.9843, loss: 0.9843, grad_norm: 6.2837 2021-06-18 07:11:48,846 - mmaction - INFO - Epoch [41][940/3757] lr: 1.000e-04, eta: 12:42:52, time: 1.129, data_time: 0.003, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9266, loss_cls: 0.9172, loss: 0.9172, grad_norm: 6.4810 2021-06-18 07:12:11,893 - mmaction - INFO - Epoch [41][960/3757] lr: 1.000e-04, eta: 12:42:27, time: 1.153, data_time: 0.230, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9094, loss_cls: 0.9943, loss: 0.9943, grad_norm: 6.3981 2021-06-18 07:12:34,532 - mmaction - INFO - Epoch [41][980/3757] lr: 1.000e-04, eta: 12:42:01, time: 1.122, data_time: 0.337, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.0793, loss: 1.0793, grad_norm: 6.6999 2021-06-18 07:12:57,452 - mmaction - INFO - Epoch [41][1000/3757] lr: 1.000e-04, eta: 12:41:36, time: 1.153, data_time: 0.116, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9078, loss_cls: 1.0038, loss: 1.0038, grad_norm: 6.4117 2021-06-18 07:13:19,967 - mmaction - INFO - Epoch [41][1020/3757] lr: 1.000e-04, eta: 12:41:10, time: 1.129, data_time: 0.121, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9289, loss_cls: 0.8949, loss: 0.8949, grad_norm: 6.2062 2021-06-18 07:13:42,886 - mmaction - INFO - Epoch [41][1040/3757] lr: 1.000e-04, eta: 12:40:45, time: 1.141, data_time: 0.315, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9172, loss_cls: 0.9308, loss: 0.9308, grad_norm: 6.2881 2021-06-18 07:14:06,144 - mmaction - INFO - Epoch [41][1060/3757] lr: 1.000e-04, eta: 12:40:19, time: 1.168, data_time: 0.158, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9211, loss_cls: 0.9832, loss: 0.9832, grad_norm: 6.4069 2021-06-18 07:14:27,903 - mmaction - INFO - Epoch [41][1080/3757] lr: 1.000e-04, eta: 12:39:53, time: 1.088, data_time: 0.058, memory: 7080, top1_acc: 0.7234, top5_acc: 0.8953, loss_cls: 1.0791, loss: 1.0791, grad_norm: 6.6719 2021-06-18 07:14:51,357 - mmaction - INFO - Epoch [41][1100/3757] lr: 1.000e-04, eta: 12:39:28, time: 1.172, data_time: 0.154, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9016, loss_cls: 1.0326, loss: 1.0326, grad_norm: 6.4740 2021-06-18 07:15:13,424 - mmaction - INFO - Epoch [41][1120/3757] lr: 1.000e-04, eta: 12:39:02, time: 1.103, data_time: 0.232, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9055, loss_cls: 1.0306, loss: 1.0306, grad_norm: 6.5084 2021-06-18 07:15:37,277 - mmaction - INFO - Epoch [41][1140/3757] lr: 1.000e-04, eta: 12:38:37, time: 1.194, data_time: 0.140, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9023, loss_cls: 1.0173, loss: 1.0173, grad_norm: 6.5678 2021-06-18 07:15:59,613 - mmaction - INFO - Epoch [41][1160/3757] lr: 1.000e-04, eta: 12:38:12, time: 1.116, data_time: 0.022, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9117, loss_cls: 0.9920, loss: 0.9920, grad_norm: 6.5580 2021-06-18 07:16:22,749 - mmaction - INFO - Epoch [41][1180/3757] lr: 1.000e-04, eta: 12:37:46, time: 1.157, data_time: 0.021, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9203, loss_cls: 0.9450, loss: 0.9450, grad_norm: 6.3959 2021-06-18 07:16:46,277 - mmaction - INFO - Epoch [41][1200/3757] lr: 1.000e-04, eta: 12:37:21, time: 1.178, data_time: 0.006, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9000, loss_cls: 0.9880, loss: 0.9880, grad_norm: 6.4010 2021-06-18 07:17:09,166 - mmaction - INFO - Epoch [41][1220/3757] lr: 1.000e-04, eta: 12:36:55, time: 1.144, data_time: 0.003, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9117, loss_cls: 0.9546, loss: 0.9546, grad_norm: 6.4852 2021-06-18 07:17:30,986 - mmaction - INFO - Epoch [41][1240/3757] lr: 1.000e-04, eta: 12:36:30, time: 1.091, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9102, loss_cls: 0.9872, loss: 0.9872, grad_norm: 6.6813 2021-06-18 07:17:52,945 - mmaction - INFO - Epoch [41][1260/3757] lr: 1.000e-04, eta: 12:36:04, time: 1.098, data_time: 0.126, memory: 7080, top1_acc: 0.7445, top5_acc: 0.8977, loss_cls: 1.0299, loss: 1.0299, grad_norm: 6.6165 2021-06-18 07:18:14,935 - mmaction - INFO - Epoch [41][1280/3757] lr: 1.000e-04, eta: 12:35:38, time: 1.099, data_time: 0.222, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9047, loss_cls: 0.9944, loss: 0.9944, grad_norm: 6.4274 2021-06-18 07:18:38,769 - mmaction - INFO - Epoch [41][1300/3757] lr: 1.000e-04, eta: 12:35:13, time: 1.192, data_time: 0.243, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9133, loss_cls: 1.0025, loss: 1.0025, grad_norm: 6.5320 2021-06-18 07:19:02,963 - mmaction - INFO - Epoch [41][1320/3757] lr: 1.000e-04, eta: 12:34:48, time: 1.210, data_time: 0.174, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9227, loss_cls: 0.9143, loss: 0.9143, grad_norm: 6.2054 2021-06-18 07:19:26,096 - mmaction - INFO - Epoch [41][1340/3757] lr: 1.000e-04, eta: 12:34:22, time: 1.156, data_time: 0.075, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9078, loss_cls: 0.9980, loss: 0.9980, grad_norm: 6.4163 2021-06-18 07:19:48,621 - mmaction - INFO - Epoch [41][1360/3757] lr: 1.000e-04, eta: 12:33:57, time: 1.124, data_time: 0.043, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9094, loss_cls: 0.9751, loss: 0.9751, grad_norm: 6.4844 2021-06-18 07:20:10,664 - mmaction - INFO - Epoch [41][1380/3757] lr: 1.000e-04, eta: 12:33:31, time: 1.105, data_time: 0.006, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9023, loss_cls: 1.0704, loss: 1.0704, grad_norm: 6.6549 2021-06-18 07:20:33,927 - mmaction - INFO - Epoch [41][1400/3757] lr: 1.000e-04, eta: 12:33:06, time: 1.163, data_time: 0.015, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9062, loss_cls: 1.0457, loss: 1.0457, grad_norm: 6.7746 2021-06-18 07:20:57,104 - mmaction - INFO - Epoch [41][1420/3757] lr: 1.000e-04, eta: 12:32:40, time: 1.158, data_time: 0.022, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9297, loss_cls: 0.9337, loss: 0.9337, grad_norm: 6.5786 2021-06-18 07:21:20,537 - mmaction - INFO - Epoch [41][1440/3757] lr: 1.000e-04, eta: 12:32:15, time: 1.173, data_time: 0.002, memory: 7080, top1_acc: 0.7227, top5_acc: 0.8977, loss_cls: 1.0668, loss: 1.0668, grad_norm: 6.6585 2021-06-18 07:21:42,414 - mmaction - INFO - Epoch [41][1460/3757] lr: 1.000e-04, eta: 12:31:49, time: 1.094, data_time: 0.156, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9195, loss_cls: 0.9644, loss: 0.9644, grad_norm: 6.4167 2021-06-18 07:22:03,836 - mmaction - INFO - Epoch [41][1480/3757] lr: 1.000e-04, eta: 12:31:23, time: 1.072, data_time: 0.160, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9148, loss_cls: 0.9555, loss: 0.9555, grad_norm: 6.4216 2021-06-18 07:22:27,401 - mmaction - INFO - Epoch [41][1500/3757] lr: 1.000e-04, eta: 12:30:58, time: 1.177, data_time: 0.248, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9187, loss_cls: 0.9305, loss: 0.9305, grad_norm: 6.4155 2021-06-18 07:22:51,785 - mmaction - INFO - Epoch [41][1520/3757] lr: 1.000e-04, eta: 12:30:33, time: 1.218, data_time: 0.035, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9141, loss_cls: 0.9465, loss: 0.9465, grad_norm: 6.4381 2021-06-18 07:23:14,412 - mmaction - INFO - Epoch [41][1540/3757] lr: 1.000e-04, eta: 12:30:07, time: 1.132, data_time: 0.163, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9172, loss_cls: 0.9423, loss: 0.9423, grad_norm: 6.3556 2021-06-18 07:23:37,009 - mmaction - INFO - Epoch [41][1560/3757] lr: 1.000e-04, eta: 12:29:42, time: 1.131, data_time: 0.256, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9172, loss_cls: 0.9989, loss: 0.9989, grad_norm: 6.6187 2021-06-18 07:24:00,463 - mmaction - INFO - Epoch [41][1580/3757] lr: 1.000e-04, eta: 12:29:16, time: 1.169, data_time: 0.032, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9086, loss_cls: 0.9508, loss: 0.9508, grad_norm: 6.2611 2021-06-18 07:24:21,573 - mmaction - INFO - Epoch [41][1600/3757] lr: 1.000e-04, eta: 12:28:50, time: 1.059, data_time: 0.006, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9203, loss_cls: 0.9286, loss: 0.9286, grad_norm: 6.2597 2021-06-18 07:24:45,426 - mmaction - INFO - Epoch [41][1620/3757] lr: 1.000e-04, eta: 12:28:25, time: 1.193, data_time: 0.085, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9219, loss_cls: 0.9362, loss: 0.9362, grad_norm: 6.2095 2021-06-18 07:25:08,356 - mmaction - INFO - Epoch [41][1640/3757] lr: 1.000e-04, eta: 12:28:00, time: 1.146, data_time: 0.135, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9109, loss_cls: 0.9860, loss: 0.9860, grad_norm: 6.3782 2021-06-18 07:25:31,578 - mmaction - INFO - Epoch [41][1660/3757] lr: 1.000e-04, eta: 12:27:34, time: 1.162, data_time: 0.043, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9195, loss_cls: 0.9658, loss: 0.9658, grad_norm: 6.4051 2021-06-18 07:25:52,033 - mmaction - INFO - Epoch [41][1680/3757] lr: 1.000e-04, eta: 12:27:08, time: 1.021, data_time: 0.061, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9133, loss_cls: 0.9659, loss: 0.9659, grad_norm: 6.3234 2021-06-18 07:26:15,097 - mmaction - INFO - Epoch [41][1700/3757] lr: 1.000e-04, eta: 12:26:43, time: 1.154, data_time: 0.305, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9117, loss_cls: 0.9722, loss: 0.9722, grad_norm: 6.3793 2021-06-18 07:26:37,170 - mmaction - INFO - Epoch [41][1720/3757] lr: 1.000e-04, eta: 12:26:17, time: 1.102, data_time: 0.191, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.9929, loss: 0.9929, grad_norm: 6.5816 2021-06-18 07:27:00,806 - mmaction - INFO - Epoch [41][1740/3757] lr: 1.000e-04, eta: 12:25:52, time: 1.183, data_time: 0.282, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9227, loss_cls: 0.9134, loss: 0.9134, grad_norm: 6.2420 2021-06-18 07:27:25,416 - mmaction - INFO - Epoch [41][1760/3757] lr: 1.000e-04, eta: 12:25:27, time: 1.232, data_time: 0.037, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9148, loss_cls: 0.9997, loss: 0.9997, grad_norm: 6.6113 2021-06-18 07:27:48,268 - mmaction - INFO - Epoch [41][1780/3757] lr: 1.000e-04, eta: 12:25:01, time: 1.142, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9172, loss_cls: 0.9400, loss: 0.9400, grad_norm: 6.4182 2021-06-18 07:28:10,137 - mmaction - INFO - Epoch [41][1800/3757] lr: 1.000e-04, eta: 12:24:36, time: 1.091, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9109, loss_cls: 0.9562, loss: 0.9562, grad_norm: 6.3234 2021-06-18 07:28:32,585 - mmaction - INFO - Epoch [41][1820/3757] lr: 1.000e-04, eta: 12:24:10, time: 1.126, data_time: 0.005, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9187, loss_cls: 0.9815, loss: 0.9815, grad_norm: 6.2206 2021-06-18 07:28:56,103 - mmaction - INFO - Epoch [41][1840/3757] lr: 1.000e-04, eta: 12:23:45, time: 1.175, data_time: 0.059, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9227, loss_cls: 0.9531, loss: 0.9531, grad_norm: 6.5379 2021-06-18 07:29:18,452 - mmaction - INFO - Epoch [41][1860/3757] lr: 1.000e-04, eta: 12:23:19, time: 1.118, data_time: 0.308, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9133, loss_cls: 0.9604, loss: 0.9604, grad_norm: 6.4541 2021-06-18 07:29:39,643 - mmaction - INFO - Epoch [41][1880/3757] lr: 1.000e-04, eta: 12:22:53, time: 1.058, data_time: 0.391, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9023, loss_cls: 1.0028, loss: 1.0028, grad_norm: 6.4451 2021-06-18 07:30:02,530 - mmaction - INFO - Epoch [41][1900/3757] lr: 1.000e-04, eta: 12:22:28, time: 1.144, data_time: 0.262, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9000, loss_cls: 1.0539, loss: 1.0539, grad_norm: 6.5644 2021-06-18 07:30:25,559 - mmaction - INFO - Epoch [41][1920/3757] lr: 1.000e-04, eta: 12:22:02, time: 1.152, data_time: 0.003, memory: 7080, top1_acc: 0.7320, top5_acc: 0.8945, loss_cls: 1.0764, loss: 1.0764, grad_norm: 6.6100 2021-06-18 07:30:47,699 - mmaction - INFO - Epoch [41][1940/3757] lr: 1.000e-04, eta: 12:21:37, time: 1.108, data_time: 0.002, memory: 7080, top1_acc: 0.7367, top5_acc: 0.8992, loss_cls: 1.0209, loss: 1.0209, grad_norm: 6.2190 2021-06-18 07:31:10,057 - mmaction - INFO - Epoch [41][1960/3757] lr: 1.000e-04, eta: 12:21:11, time: 1.118, data_time: 0.065, memory: 7080, top1_acc: 0.7242, top5_acc: 0.9094, loss_cls: 1.0248, loss: 1.0248, grad_norm: 6.6947 2021-06-18 07:31:32,850 - mmaction - INFO - Epoch [41][1980/3757] lr: 1.000e-04, eta: 12:20:46, time: 1.138, data_time: 0.089, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9008, loss_cls: 0.9944, loss: 0.9944, grad_norm: 6.5164 2021-06-18 07:31:55,675 - mmaction - INFO - Epoch [41][2000/3757] lr: 1.000e-04, eta: 12:20:20, time: 1.143, data_time: 0.051, memory: 7080, top1_acc: 0.7383, top5_acc: 0.8883, loss_cls: 1.0768, loss: 1.0768, grad_norm: 6.6456 2021-06-18 07:32:17,576 - mmaction - INFO - Epoch [41][2020/3757] lr: 1.000e-04, eta: 12:19:54, time: 1.095, data_time: 0.283, memory: 7080, top1_acc: 0.7406, top5_acc: 0.8922, loss_cls: 1.0804, loss: 1.0804, grad_norm: 6.6478 2021-06-18 07:32:40,620 - mmaction - INFO - Epoch [41][2040/3757] lr: 1.000e-04, eta: 12:19:29, time: 1.153, data_time: 0.421, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9180, loss_cls: 0.9600, loss: 0.9600, grad_norm: 6.1927 2021-06-18 07:33:04,291 - mmaction - INFO - Epoch [41][2060/3757] lr: 1.000e-04, eta: 12:19:04, time: 1.183, data_time: 0.156, memory: 7080, top1_acc: 0.7180, top5_acc: 0.9094, loss_cls: 1.0510, loss: 1.0510, grad_norm: 6.7786 2021-06-18 07:33:25,741 - mmaction - INFO - Epoch [41][2080/3757] lr: 1.000e-04, eta: 12:18:38, time: 1.073, data_time: 0.167, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.0704, loss: 1.0704, grad_norm: 6.7372 2021-06-18 07:33:49,592 - mmaction - INFO - Epoch [41][2100/3757] lr: 1.000e-04, eta: 12:18:13, time: 1.192, data_time: 0.135, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9133, loss_cls: 0.9837, loss: 0.9837, grad_norm: 6.3371 2021-06-18 07:34:11,972 - mmaction - INFO - Epoch [41][2120/3757] lr: 1.000e-04, eta: 12:17:47, time: 1.119, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9117, loss_cls: 0.9757, loss: 0.9757, grad_norm: 6.4985 2021-06-18 07:34:34,938 - mmaction - INFO - Epoch [41][2140/3757] lr: 1.000e-04, eta: 12:17:22, time: 1.148, data_time: 0.028, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9078, loss_cls: 0.9749, loss: 0.9749, grad_norm: 6.6678 2021-06-18 07:34:57,401 - mmaction - INFO - Epoch [41][2160/3757] lr: 1.000e-04, eta: 12:16:56, time: 1.124, data_time: 0.269, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9117, loss_cls: 0.9587, loss: 0.9587, grad_norm: 6.4248 2021-06-18 07:35:20,104 - mmaction - INFO - Epoch [41][2180/3757] lr: 1.000e-04, eta: 12:16:31, time: 1.134, data_time: 0.030, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9227, loss_cls: 0.9156, loss: 0.9156, grad_norm: 6.3165 2021-06-18 07:35:42,171 - mmaction - INFO - Epoch [41][2200/3757] lr: 1.000e-04, eta: 12:16:05, time: 1.104, data_time: 0.131, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9313, loss_cls: 0.9400, loss: 0.9400, grad_norm: 6.3744 2021-06-18 07:36:04,944 - mmaction - INFO - Epoch [41][2220/3757] lr: 1.000e-04, eta: 12:15:40, time: 1.135, data_time: 0.244, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9266, loss_cls: 0.9192, loss: 0.9192, grad_norm: 6.3117 2021-06-18 07:36:28,459 - mmaction - INFO - Epoch [41][2240/3757] lr: 1.000e-04, eta: 12:15:14, time: 1.180, data_time: 0.308, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9180, loss_cls: 0.9890, loss: 0.9890, grad_norm: 6.3419 2021-06-18 07:36:51,071 - mmaction - INFO - Epoch [41][2260/3757] lr: 1.000e-04, eta: 12:14:49, time: 1.131, data_time: 0.003, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9031, loss_cls: 1.0612, loss: 1.0612, grad_norm: 6.6498 2021-06-18 07:37:14,857 - mmaction - INFO - Epoch [41][2280/3757] lr: 1.000e-04, eta: 12:14:23, time: 1.190, data_time: 0.008, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9023, loss_cls: 1.0219, loss: 1.0219, grad_norm: 6.5121 2021-06-18 07:37:37,141 - mmaction - INFO - Epoch [41][2300/3757] lr: 1.000e-04, eta: 12:13:58, time: 1.114, data_time: 0.054, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9109, loss_cls: 0.9803, loss: 0.9803, grad_norm: 6.3656 2021-06-18 07:37:58,522 - mmaction - INFO - Epoch [41][2320/3757] lr: 1.000e-04, eta: 12:13:32, time: 1.069, data_time: 0.324, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9156, loss_cls: 0.9385, loss: 0.9385, grad_norm: 6.4096 2021-06-18 07:38:21,059 - mmaction - INFO - Epoch [41][2340/3757] lr: 1.000e-04, eta: 12:13:07, time: 1.127, data_time: 0.423, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9164, loss_cls: 1.0121, loss: 1.0121, grad_norm: 6.3770 2021-06-18 07:38:44,535 - mmaction - INFO - Epoch [41][2360/3757] lr: 1.000e-04, eta: 12:12:41, time: 1.174, data_time: 0.202, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9164, loss_cls: 0.9413, loss: 0.9413, grad_norm: 6.2314 2021-06-18 07:39:08,069 - mmaction - INFO - Epoch [41][2380/3757] lr: 1.000e-04, eta: 12:12:16, time: 1.176, data_time: 0.086, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9242, loss_cls: 0.9567, loss: 0.9567, grad_norm: 6.6013 2021-06-18 07:39:29,231 - mmaction - INFO - Epoch [41][2400/3757] lr: 1.000e-04, eta: 12:11:50, time: 1.059, data_time: 0.067, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9227, loss_cls: 0.9337, loss: 0.9337, grad_norm: 6.1808 2021-06-18 07:39:52,265 - mmaction - INFO - Epoch [41][2420/3757] lr: 1.000e-04, eta: 12:11:25, time: 1.151, data_time: 0.403, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9117, loss_cls: 0.9958, loss: 0.9958, grad_norm: 6.3431 2021-06-18 07:40:15,401 - mmaction - INFO - Epoch [41][2440/3757] lr: 1.000e-04, eta: 12:10:59, time: 1.156, data_time: 0.129, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9062, loss_cls: 1.0509, loss: 1.0509, grad_norm: 6.5123 2021-06-18 07:40:38,214 - mmaction - INFO - Epoch [41][2460/3757] lr: 1.000e-04, eta: 12:10:34, time: 1.141, data_time: 0.181, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9133, loss_cls: 1.0132, loss: 1.0132, grad_norm: 6.6575 2021-06-18 07:41:01,629 - mmaction - INFO - Epoch [41][2480/3757] lr: 1.000e-04, eta: 12:10:08, time: 1.171, data_time: 0.191, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9211, loss_cls: 0.9650, loss: 0.9650, grad_norm: 6.3324 2021-06-18 07:41:23,542 - mmaction - INFO - Epoch [41][2500/3757] lr: 1.000e-04, eta: 12:09:43, time: 1.095, data_time: 0.002, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9109, loss_cls: 1.0386, loss: 1.0386, grad_norm: 6.5656 2021-06-18 07:41:46,443 - mmaction - INFO - Epoch [41][2520/3757] lr: 1.000e-04, eta: 12:09:17, time: 1.145, data_time: 0.040, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9062, loss_cls: 0.9896, loss: 0.9896, grad_norm: 6.4821 2021-06-18 07:42:08,865 - mmaction - INFO - Epoch [41][2540/3757] lr: 1.000e-04, eta: 12:08:52, time: 1.121, data_time: 0.197, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9203, loss_cls: 0.8873, loss: 0.8873, grad_norm: 6.1862 2021-06-18 07:42:32,845 - mmaction - INFO - Epoch [41][2560/3757] lr: 1.000e-04, eta: 12:08:27, time: 1.200, data_time: 0.006, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9125, loss_cls: 1.0202, loss: 1.0202, grad_norm: 6.8812 2021-06-18 07:42:56,681 - mmaction - INFO - Epoch [41][2580/3757] lr: 1.000e-04, eta: 12:08:01, time: 1.192, data_time: 0.001, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9133, loss_cls: 0.9813, loss: 0.9813, grad_norm: 6.5889 2021-06-18 07:43:19,332 - mmaction - INFO - Epoch [41][2600/3757] lr: 1.000e-04, eta: 12:07:36, time: 1.131, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9117, loss_cls: 0.9652, loss: 0.9652, grad_norm: 6.5269 2021-06-18 07:43:42,139 - mmaction - INFO - Epoch [41][2620/3757] lr: 1.000e-04, eta: 12:07:10, time: 1.141, data_time: 0.004, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9133, loss_cls: 1.0154, loss: 1.0154, grad_norm: 6.6824 2021-06-18 07:44:04,511 - mmaction - INFO - Epoch [41][2640/3757] lr: 1.000e-04, eta: 12:06:45, time: 1.119, data_time: 0.170, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9023, loss_cls: 0.9750, loss: 0.9750, grad_norm: 6.5887 2021-06-18 07:44:26,988 - mmaction - INFO - Epoch [41][2660/3757] lr: 1.000e-04, eta: 12:06:19, time: 1.124, data_time: 0.141, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9211, loss_cls: 1.0038, loss: 1.0038, grad_norm: 6.4930 2021-06-18 07:44:50,437 - mmaction - INFO - Epoch [41][2680/3757] lr: 1.000e-04, eta: 12:05:54, time: 1.172, data_time: 0.122, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9148, loss_cls: 0.9874, loss: 0.9874, grad_norm: 6.5031 2021-06-18 07:45:12,620 - mmaction - INFO - Epoch [41][2700/3757] lr: 1.000e-04, eta: 12:05:28, time: 1.106, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9227, loss_cls: 0.9564, loss: 0.9564, grad_norm: 6.4481 2021-06-18 07:45:35,125 - mmaction - INFO - Epoch [41][2720/3757] lr: 1.000e-04, eta: 12:05:03, time: 1.126, data_time: 0.005, memory: 7080, top1_acc: 0.7430, top5_acc: 0.8977, loss_cls: 1.0198, loss: 1.0198, grad_norm: 6.4934 2021-06-18 07:45:57,997 - mmaction - INFO - Epoch [41][2740/3757] lr: 1.000e-04, eta: 12:04:37, time: 1.146, data_time: 0.069, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9242, loss_cls: 0.9359, loss: 0.9359, grad_norm: 6.4170 2021-06-18 07:46:20,535 - mmaction - INFO - Epoch [41][2760/3757] lr: 1.000e-04, eta: 12:04:12, time: 1.126, data_time: 0.051, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9078, loss_cls: 1.0216, loss: 1.0216, grad_norm: 6.7900 2021-06-18 07:46:43,170 - mmaction - INFO - Epoch [41][2780/3757] lr: 1.000e-04, eta: 12:03:46, time: 1.133, data_time: 0.082, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9195, loss_cls: 0.9287, loss: 0.9287, grad_norm: 6.3189 2021-06-18 07:47:06,814 - mmaction - INFO - Epoch [41][2800/3757] lr: 1.000e-04, eta: 12:03:21, time: 1.181, data_time: 0.328, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9156, loss_cls: 0.9690, loss: 0.9690, grad_norm: 6.4318 2021-06-18 07:47:29,123 - mmaction - INFO - Epoch [41][2820/3757] lr: 1.000e-04, eta: 12:02:56, time: 1.117, data_time: 0.219, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9133, loss_cls: 0.9671, loss: 0.9671, grad_norm: 6.4394 2021-06-18 07:47:51,952 - mmaction - INFO - Epoch [41][2840/3757] lr: 1.000e-04, eta: 12:02:30, time: 1.141, data_time: 0.021, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9125, loss_cls: 0.9912, loss: 0.9912, grad_norm: 6.4117 2021-06-18 07:48:14,522 - mmaction - INFO - Epoch [41][2860/3757] lr: 1.000e-04, eta: 12:02:05, time: 1.128, data_time: 0.032, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9086, loss_cls: 0.9880, loss: 0.9880, grad_norm: 6.3145 2021-06-18 07:48:36,559 - mmaction - INFO - Epoch [41][2880/3757] lr: 1.000e-04, eta: 12:01:39, time: 1.102, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9109, loss_cls: 1.0205, loss: 1.0205, grad_norm: 6.6754 2021-06-18 07:49:00,632 - mmaction - INFO - Epoch [41][2900/3757] lr: 1.000e-04, eta: 12:01:14, time: 1.204, data_time: 0.004, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8992, loss_cls: 1.0171, loss: 1.0171, grad_norm: 6.4427 2021-06-18 07:49:24,624 - mmaction - INFO - Epoch [41][2920/3757] lr: 1.000e-04, eta: 12:00:49, time: 1.200, data_time: 0.004, memory: 7080, top1_acc: 0.7383, top5_acc: 0.8945, loss_cls: 1.0832, loss: 1.0832, grad_norm: 6.7543 2021-06-18 07:49:46,497 - mmaction - INFO - Epoch [41][2940/3757] lr: 1.000e-04, eta: 12:00:23, time: 1.093, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9109, loss_cls: 0.9729, loss: 0.9729, grad_norm: 6.6139 2021-06-18 07:50:09,701 - mmaction - INFO - Epoch [41][2960/3757] lr: 1.000e-04, eta: 11:59:58, time: 1.160, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.8961, loss_cls: 1.0238, loss: 1.0238, grad_norm: 6.4530 2021-06-18 07:50:31,185 - mmaction - INFO - Epoch [41][2980/3757] lr: 1.000e-04, eta: 11:59:32, time: 1.074, data_time: 0.186, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9273, loss_cls: 0.8597, loss: 0.8597, grad_norm: 6.1045 2021-06-18 07:50:53,895 - mmaction - INFO - Epoch [41][3000/3757] lr: 1.000e-04, eta: 11:59:06, time: 1.135, data_time: 0.490, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9062, loss_cls: 0.9940, loss: 0.9940, grad_norm: 6.4737 2021-06-18 07:51:17,890 - mmaction - INFO - Epoch [41][3020/3757] lr: 1.000e-04, eta: 11:58:41, time: 1.199, data_time: 0.472, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9125, loss_cls: 0.9778, loss: 0.9778, grad_norm: 6.3603 2021-06-18 07:51:38,798 - mmaction - INFO - Epoch [41][3040/3757] lr: 1.000e-04, eta: 11:58:15, time: 1.046, data_time: 0.210, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9141, loss_cls: 0.9837, loss: 0.9837, grad_norm: 6.4159 2021-06-18 07:52:02,110 - mmaction - INFO - Epoch [41][3060/3757] lr: 1.000e-04, eta: 11:57:50, time: 1.165, data_time: 0.167, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9156, loss_cls: 0.9960, loss: 0.9960, grad_norm: 6.4833 2021-06-18 07:52:24,960 - mmaction - INFO - Epoch [41][3080/3757] lr: 1.000e-04, eta: 11:57:25, time: 1.139, data_time: 0.249, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9148, loss_cls: 0.8873, loss: 0.8873, grad_norm: 6.2206 2021-06-18 07:52:48,793 - mmaction - INFO - Epoch [41][3100/3757] lr: 1.000e-04, eta: 11:56:59, time: 1.196, data_time: 0.186, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9094, loss_cls: 1.0100, loss: 1.0100, grad_norm: 6.5530 2021-06-18 07:53:12,064 - mmaction - INFO - Epoch [41][3120/3757] lr: 1.000e-04, eta: 11:56:34, time: 1.162, data_time: 0.197, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9148, loss_cls: 0.9404, loss: 0.9404, grad_norm: 6.3328 2021-06-18 07:53:33,494 - mmaction - INFO - Epoch [41][3140/3757] lr: 1.000e-04, eta: 11:56:08, time: 1.073, data_time: 0.004, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9180, loss_cls: 0.9092, loss: 0.9092, grad_norm: 6.0719 2021-06-18 07:53:56,325 - mmaction - INFO - Epoch [41][3160/3757] lr: 1.000e-04, eta: 11:55:43, time: 1.142, data_time: 0.063, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9078, loss_cls: 1.0002, loss: 1.0002, grad_norm: 6.5246 2021-06-18 07:54:19,402 - mmaction - INFO - Epoch [41][3180/3757] lr: 1.000e-04, eta: 11:55:17, time: 1.154, data_time: 0.164, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9156, loss_cls: 0.9433, loss: 0.9433, grad_norm: 6.3615 2021-06-18 07:54:42,100 - mmaction - INFO - Epoch [41][3200/3757] lr: 1.000e-04, eta: 11:54:52, time: 1.134, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9180, loss_cls: 0.9358, loss: 0.9358, grad_norm: 6.4219 2021-06-18 07:55:04,442 - mmaction - INFO - Epoch [41][3220/3757] lr: 1.000e-04, eta: 11:54:26, time: 1.118, data_time: 0.086, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9164, loss_cls: 0.9758, loss: 0.9758, grad_norm: 6.3035 2021-06-18 07:55:28,514 - mmaction - INFO - Epoch [41][3240/3757] lr: 1.000e-04, eta: 11:54:01, time: 1.203, data_time: 0.035, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9117, loss_cls: 0.9869, loss: 0.9869, grad_norm: 6.5629 2021-06-18 07:55:51,083 - mmaction - INFO - Epoch [41][3260/3757] lr: 1.000e-04, eta: 11:53:36, time: 1.129, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9297, loss_cls: 0.9318, loss: 0.9318, grad_norm: 6.6629 2021-06-18 07:56:13,782 - mmaction - INFO - Epoch [41][3280/3757] lr: 1.000e-04, eta: 11:53:10, time: 1.134, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9086, loss_cls: 0.9967, loss: 0.9967, grad_norm: 6.5692 2021-06-18 07:56:36,431 - mmaction - INFO - Epoch [41][3300/3757] lr: 1.000e-04, eta: 11:52:45, time: 1.133, data_time: 0.003, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9148, loss_cls: 0.9724, loss: 0.9724, grad_norm: 6.4906 2021-06-18 07:56:58,902 - mmaction - INFO - Epoch [41][3320/3757] lr: 1.000e-04, eta: 11:52:19, time: 1.125, data_time: 0.003, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9008, loss_cls: 1.0568, loss: 1.0568, grad_norm: 6.5125 2021-06-18 07:57:22,471 - mmaction - INFO - Epoch [41][3340/3757] lr: 1.000e-04, eta: 11:51:54, time: 1.178, data_time: 0.001, memory: 7080, top1_acc: 0.7352, top5_acc: 0.8992, loss_cls: 1.0341, loss: 1.0341, grad_norm: 6.6303 2021-06-18 07:57:45,756 - mmaction - INFO - Epoch [41][3360/3757] lr: 1.000e-04, eta: 11:51:29, time: 1.163, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9094, loss_cls: 1.0169, loss: 1.0169, grad_norm: 6.5784 2021-06-18 07:58:08,074 - mmaction - INFO - Epoch [41][3380/3757] lr: 1.000e-04, eta: 11:51:03, time: 1.116, data_time: 0.003, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9258, loss_cls: 0.8982, loss: 0.8982, grad_norm: 6.2974 2021-06-18 07:58:30,331 - mmaction - INFO - Epoch [41][3400/3757] lr: 1.000e-04, eta: 11:50:38, time: 1.114, data_time: 0.004, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9062, loss_cls: 1.0000, loss: 1.0000, grad_norm: 6.5898 2021-06-18 07:58:53,821 - mmaction - INFO - Epoch [41][3420/3757] lr: 1.000e-04, eta: 11:50:12, time: 1.172, data_time: 0.259, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0660, loss: 1.0660, grad_norm: 6.6393 2021-06-18 07:59:16,076 - mmaction - INFO - Epoch [41][3440/3757] lr: 1.000e-04, eta: 11:49:47, time: 1.115, data_time: 0.331, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9062, loss_cls: 0.9809, loss: 0.9809, grad_norm: 6.3506 2021-06-18 07:59:38,690 - mmaction - INFO - Epoch [41][3460/3757] lr: 1.000e-04, eta: 11:49:21, time: 1.130, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9086, loss_cls: 0.9468, loss: 0.9468, grad_norm: 6.5107 2021-06-18 08:00:02,152 - mmaction - INFO - Epoch [41][3480/3757] lr: 1.000e-04, eta: 11:48:56, time: 1.174, data_time: 0.096, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9242, loss_cls: 0.9029, loss: 0.9029, grad_norm: 6.2804 2021-06-18 08:00:25,128 - mmaction - INFO - Epoch [41][3500/3757] lr: 1.000e-04, eta: 11:48:31, time: 1.148, data_time: 0.052, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9172, loss_cls: 0.9497, loss: 0.9497, grad_norm: 6.4039 2021-06-18 08:00:47,168 - mmaction - INFO - Epoch [41][3520/3757] lr: 1.000e-04, eta: 11:48:05, time: 1.100, data_time: 0.060, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9313, loss_cls: 0.8984, loss: 0.8984, grad_norm: 6.3695 2021-06-18 08:01:09,444 - mmaction - INFO - Epoch [41][3540/3757] lr: 1.000e-04, eta: 11:47:39, time: 1.109, data_time: 0.155, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9102, loss_cls: 0.9474, loss: 0.9474, grad_norm: 6.3623 2021-06-18 08:01:32,842 - mmaction - INFO - Epoch [41][3560/3757] lr: 1.000e-04, eta: 11:47:14, time: 1.177, data_time: 0.118, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0335, loss: 1.0335, grad_norm: 6.7108 2021-06-18 08:01:56,409 - mmaction - INFO - Epoch [41][3580/3757] lr: 1.000e-04, eta: 11:46:49, time: 1.179, data_time: 0.015, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9141, loss_cls: 0.9725, loss: 0.9725, grad_norm: 6.4831 2021-06-18 08:02:18,900 - mmaction - INFO - Epoch [41][3600/3757] lr: 1.000e-04, eta: 11:46:23, time: 1.123, data_time: 0.285, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9180, loss_cls: 0.9618, loss: 0.9618, grad_norm: 6.5795 2021-06-18 08:02:41,146 - mmaction - INFO - Epoch [41][3620/3757] lr: 1.000e-04, eta: 11:45:58, time: 1.114, data_time: 0.292, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9250, loss_cls: 0.9390, loss: 0.9390, grad_norm: 6.7249 2021-06-18 08:03:05,100 - mmaction - INFO - Epoch [41][3640/3757] lr: 1.000e-04, eta: 11:45:33, time: 1.198, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9180, loss_cls: 0.9389, loss: 0.9389, grad_norm: 6.4249 2021-06-18 08:03:29,174 - mmaction - INFO - Epoch [41][3660/3757] lr: 1.000e-04, eta: 11:45:08, time: 1.201, data_time: 0.333, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9141, loss_cls: 0.9965, loss: 0.9965, grad_norm: 6.7349 2021-06-18 08:03:50,696 - mmaction - INFO - Epoch [41][3680/3757] lr: 1.000e-04, eta: 11:44:42, time: 1.078, data_time: 0.253, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9125, loss_cls: 0.9229, loss: 0.9229, grad_norm: 6.1981 2021-06-18 08:04:13,898 - mmaction - INFO - Epoch [41][3700/3757] lr: 1.000e-04, eta: 11:44:17, time: 1.158, data_time: 0.064, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9203, loss_cls: 0.9153, loss: 0.9153, grad_norm: 6.1779 2021-06-18 08:04:35,750 - mmaction - INFO - Epoch [41][3720/3757] lr: 1.000e-04, eta: 11:43:51, time: 1.095, data_time: 0.004, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9117, loss_cls: 0.9400, loss: 0.9400, grad_norm: 6.2711 2021-06-18 08:04:58,203 - mmaction - INFO - Epoch [41][3740/3757] lr: 1.000e-04, eta: 11:43:25, time: 1.123, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9195, loss_cls: 0.9904, loss: 0.9904, grad_norm: 6.5214 2021-06-18 08:05:21,651 - mmaction - INFO - Saving checkpoint at 41 epochs 2021-06-18 08:17:41,343 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 08:17:42,365 - mmaction - INFO - top1_acc 0.7013 top5_acc 0.8961 2021-06-18 08:17:42,365 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 08:17:42,446 - mmaction - INFO - mean_acc 0.7012 2021-06-18 08:17:43,333 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_41.pth. 2021-06-18 08:17:43,333 - mmaction - INFO - Best top1_acc is 0.7013 at 41 epoch. 2021-06-18 08:17:43,343 - mmaction - INFO - Epoch(val) [41][3757] top1_acc: 0.7013, top5_acc: 0.8961, mean_class_accuracy: 0.7012 2021-06-18 08:25:16,524 - mmaction - INFO - Epoch [42][20/3757] lr: 1.000e-04, eta: 11:44:09, time: 22.656, data_time: 21.723, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9070, loss_cls: 0.9775, loss: 0.9775, grad_norm: 6.6693 2021-06-18 08:25:38,312 - mmaction - INFO - Epoch [42][40/3757] lr: 1.000e-04, eta: 11:43:43, time: 1.092, data_time: 0.063, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9086, loss_cls: 1.0188, loss: 1.0188, grad_norm: 6.6048 2021-06-18 08:26:00,644 - mmaction - INFO - Epoch [42][60/3757] lr: 1.000e-04, eta: 11:43:17, time: 1.116, data_time: 0.311, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9180, loss_cls: 0.9489, loss: 0.9489, grad_norm: 6.4454 2021-06-18 08:26:24,070 - mmaction - INFO - Epoch [42][80/3757] lr: 1.000e-04, eta: 11:42:52, time: 1.172, data_time: 0.278, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9219, loss_cls: 0.9202, loss: 0.9202, grad_norm: 6.3350 2021-06-18 08:26:47,371 - mmaction - INFO - Epoch [42][100/3757] lr: 1.000e-04, eta: 11:42:26, time: 1.166, data_time: 0.019, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9023, loss_cls: 0.9815, loss: 0.9815, grad_norm: 6.2179 2021-06-18 08:27:10,959 - mmaction - INFO - Epoch [42][120/3757] lr: 1.000e-04, eta: 11:42:01, time: 1.179, data_time: 0.004, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9242, loss_cls: 0.9228, loss: 0.9228, grad_norm: 6.5358 2021-06-18 08:27:32,379 - mmaction - INFO - Epoch [42][140/3757] lr: 1.000e-04, eta: 11:41:35, time: 1.071, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9266, loss_cls: 0.9351, loss: 0.9351, grad_norm: 6.6611 2021-06-18 08:27:54,897 - mmaction - INFO - Epoch [42][160/3757] lr: 1.000e-04, eta: 11:41:10, time: 1.126, data_time: 0.001, memory: 7080, top1_acc: 0.7242, top5_acc: 0.8992, loss_cls: 1.0540, loss: 1.0540, grad_norm: 6.9113 2021-06-18 08:28:18,064 - mmaction - INFO - Epoch [42][180/3757] lr: 1.000e-04, eta: 11:40:44, time: 1.159, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9164, loss_cls: 0.9615, loss: 0.9615, grad_norm: 6.6169 2021-06-18 08:28:41,392 - mmaction - INFO - Epoch [42][200/3757] lr: 1.000e-04, eta: 11:40:19, time: 1.165, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9125, loss_cls: 0.9667, loss: 0.9667, grad_norm: 6.3058 2021-06-18 08:29:04,192 - mmaction - INFO - Epoch [42][220/3757] lr: 1.000e-04, eta: 11:39:54, time: 1.140, data_time: 0.021, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9141, loss_cls: 0.9544, loss: 0.9544, grad_norm: 6.3878 2021-06-18 08:29:26,846 - mmaction - INFO - Epoch [42][240/3757] lr: 1.000e-04, eta: 11:39:28, time: 1.131, data_time: 0.030, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9094, loss_cls: 0.9847, loss: 0.9847, grad_norm: 6.5356 2021-06-18 08:29:49,181 - mmaction - INFO - Epoch [42][260/3757] lr: 1.000e-04, eta: 11:39:03, time: 1.120, data_time: 0.081, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9008, loss_cls: 0.9798, loss: 0.9798, grad_norm: 6.5975 2021-06-18 08:30:12,016 - mmaction - INFO - Epoch [42][280/3757] lr: 1.000e-04, eta: 11:38:37, time: 1.142, data_time: 0.282, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9266, loss_cls: 0.9324, loss: 0.9324, grad_norm: 6.3275 2021-06-18 08:30:35,528 - mmaction - INFO - Epoch [42][300/3757] lr: 1.000e-04, eta: 11:38:12, time: 1.176, data_time: 0.327, memory: 7080, top1_acc: 0.7406, top5_acc: 0.8961, loss_cls: 1.0409, loss: 1.0409, grad_norm: 6.6808 2021-06-18 08:30:59,268 - mmaction - INFO - Epoch [42][320/3757] lr: 1.000e-04, eta: 11:37:46, time: 1.186, data_time: 0.193, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9195, loss_cls: 0.8999, loss: 0.8999, grad_norm: 6.2744 2021-06-18 08:31:22,551 - mmaction - INFO - Epoch [42][340/3757] lr: 1.000e-04, eta: 11:37:21, time: 1.164, data_time: 0.109, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9031, loss_cls: 1.0540, loss: 1.0540, grad_norm: 6.7781 2021-06-18 08:31:44,283 - mmaction - INFO - Epoch [42][360/3757] lr: 1.000e-04, eta: 11:36:55, time: 1.086, data_time: 0.036, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9227, loss_cls: 0.9302, loss: 0.9302, grad_norm: 6.2728 2021-06-18 08:32:06,044 - mmaction - INFO - Epoch [42][380/3757] lr: 1.000e-04, eta: 11:36:30, time: 1.087, data_time: 0.117, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9000, loss_cls: 1.0275, loss: 1.0275, grad_norm: 6.7745 2021-06-18 08:32:28,848 - mmaction - INFO - Epoch [42][400/3757] lr: 1.000e-04, eta: 11:36:04, time: 1.141, data_time: 0.092, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 1.0148, loss: 1.0148, grad_norm: 6.6318 2021-06-18 08:32:52,195 - mmaction - INFO - Epoch [42][420/3757] lr: 1.000e-04, eta: 11:35:39, time: 1.168, data_time: 0.137, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9039, loss_cls: 1.0116, loss: 1.0116, grad_norm: 6.5583 2021-06-18 08:33:16,133 - mmaction - INFO - Epoch [42][440/3757] lr: 1.000e-04, eta: 11:35:14, time: 1.196, data_time: 0.010, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9023, loss_cls: 1.0680, loss: 1.0680, grad_norm: 6.7168 2021-06-18 08:33:40,431 - mmaction - INFO - Epoch [42][460/3757] lr: 1.000e-04, eta: 11:34:48, time: 1.215, data_time: 0.003, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9219, loss_cls: 0.9619, loss: 0.9619, grad_norm: 6.5241 2021-06-18 08:34:01,974 - mmaction - INFO - Epoch [42][480/3757] lr: 1.000e-04, eta: 11:34:23, time: 1.079, data_time: 0.003, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9000, loss_cls: 1.0133, loss: 1.0133, grad_norm: 6.5833 2021-06-18 08:34:24,599 - mmaction - INFO - Epoch [42][500/3757] lr: 1.000e-04, eta: 11:33:57, time: 1.131, data_time: 0.001, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9102, loss_cls: 0.9900, loss: 0.9900, grad_norm: 6.6108 2021-06-18 08:34:47,911 - mmaction - INFO - Epoch [42][520/3757] lr: 1.000e-04, eta: 11:33:32, time: 1.164, data_time: 0.001, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0371, loss: 1.0371, grad_norm: 6.6730 2021-06-18 08:35:09,132 - mmaction - INFO - Epoch [42][540/3757] lr: 1.000e-04, eta: 11:33:06, time: 1.060, data_time: 0.003, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9180, loss_cls: 0.9694, loss: 0.9694, grad_norm: 6.4955 2021-06-18 08:35:32,202 - mmaction - INFO - Epoch [42][560/3757] lr: 1.000e-04, eta: 11:32:41, time: 1.156, data_time: 0.036, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9109, loss_cls: 0.9482, loss: 0.9482, grad_norm: 6.5216 2021-06-18 08:35:54,451 - mmaction - INFO - Epoch [42][580/3757] lr: 1.000e-04, eta: 11:32:15, time: 1.112, data_time: 0.033, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9180, loss_cls: 0.9760, loss: 0.9760, grad_norm: 6.6038 2021-06-18 08:36:17,600 - mmaction - INFO - Epoch [42][600/3757] lr: 1.000e-04, eta: 11:31:50, time: 1.159, data_time: 0.281, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9031, loss_cls: 1.0615, loss: 1.0615, grad_norm: 6.6071 2021-06-18 08:36:40,481 - mmaction - INFO - Epoch [42][620/3757] lr: 1.000e-04, eta: 11:31:24, time: 1.142, data_time: 0.098, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 1.0239, loss: 1.0239, grad_norm: 6.6658 2021-06-18 08:37:04,151 - mmaction - INFO - Epoch [42][640/3757] lr: 1.000e-04, eta: 11:30:59, time: 1.185, data_time: 0.027, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9109, loss_cls: 0.9918, loss: 0.9918, grad_norm: 6.4605 2021-06-18 08:37:27,314 - mmaction - INFO - Epoch [42][660/3757] lr: 1.000e-04, eta: 11:30:34, time: 1.158, data_time: 0.003, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9016, loss_cls: 1.0455, loss: 1.0455, grad_norm: 6.7174 2021-06-18 08:37:51,547 - mmaction - INFO - Epoch [42][680/3757] lr: 1.000e-04, eta: 11:30:08, time: 1.213, data_time: 0.005, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9078, loss_cls: 0.9874, loss: 0.9874, grad_norm: 6.4596 2021-06-18 08:38:12,855 - mmaction - INFO - Epoch [42][700/3757] lr: 1.000e-04, eta: 11:29:43, time: 1.065, data_time: 0.222, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9211, loss_cls: 0.9314, loss: 0.9314, grad_norm: 6.5485 2021-06-18 08:38:34,702 - mmaction - INFO - Epoch [42][720/3757] lr: 1.000e-04, eta: 11:29:17, time: 1.091, data_time: 0.172, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9133, loss_cls: 0.9559, loss: 0.9559, grad_norm: 6.2607 2021-06-18 08:38:58,895 - mmaction - INFO - Epoch [42][740/3757] lr: 1.000e-04, eta: 11:28:52, time: 1.210, data_time: 0.077, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9266, loss_cls: 0.9216, loss: 0.9216, grad_norm: 6.2444 2021-06-18 08:39:21,191 - mmaction - INFO - Epoch [42][760/3757] lr: 1.000e-04, eta: 11:28:26, time: 1.114, data_time: 0.040, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9242, loss_cls: 0.9209, loss: 0.9209, grad_norm: 6.6500 2021-06-18 08:39:43,414 - mmaction - INFO - Epoch [42][780/3757] lr: 1.000e-04, eta: 11:28:01, time: 1.112, data_time: 0.041, memory: 7080, top1_acc: 0.7367, top5_acc: 0.8898, loss_cls: 1.0437, loss: 1.0437, grad_norm: 6.7474 2021-06-18 08:40:07,723 - mmaction - INFO - Epoch [42][800/3757] lr: 1.000e-04, eta: 11:27:35, time: 1.215, data_time: 0.151, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9203, loss_cls: 0.9632, loss: 0.9632, grad_norm: 6.3837 2021-06-18 08:40:30,195 - mmaction - INFO - Epoch [42][820/3757] lr: 1.000e-04, eta: 11:27:10, time: 1.116, data_time: 0.027, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9148, loss_cls: 1.0075, loss: 1.0075, grad_norm: 6.6968 2021-06-18 08:40:53,145 - mmaction - INFO - Epoch [42][840/3757] lr: 1.000e-04, eta: 11:26:44, time: 1.155, data_time: 0.199, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9094, loss_cls: 0.9706, loss: 0.9706, grad_norm: 6.2036 2021-06-18 08:41:14,992 - mmaction - INFO - Epoch [42][860/3757] lr: 1.000e-04, eta: 11:26:19, time: 1.092, data_time: 0.144, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9180, loss_cls: 0.9598, loss: 0.9598, grad_norm: 6.5073 2021-06-18 08:41:39,691 - mmaction - INFO - Epoch [42][880/3757] lr: 1.000e-04, eta: 11:25:54, time: 1.235, data_time: 0.202, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9109, loss_cls: 0.9837, loss: 0.9837, grad_norm: 6.4571 2021-06-18 08:42:01,528 - mmaction - INFO - Epoch [42][900/3757] lr: 1.000e-04, eta: 11:25:28, time: 1.089, data_time: 0.002, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9070, loss_cls: 1.0449, loss: 1.0449, grad_norm: 6.7989 2021-06-18 08:42:26,217 - mmaction - INFO - Epoch [42][920/3757] lr: 1.000e-04, eta: 11:25:03, time: 1.237, data_time: 0.081, memory: 7080, top1_acc: 0.7414, top5_acc: 0.8992, loss_cls: 1.0325, loss: 1.0325, grad_norm: 6.7772 2021-06-18 08:42:48,908 - mmaction - INFO - Epoch [42][940/3757] lr: 1.000e-04, eta: 11:24:38, time: 1.135, data_time: 0.004, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 1.0156, loss: 1.0156, grad_norm: 6.6777 2021-06-18 08:43:11,606 - mmaction - INFO - Epoch [42][960/3757] lr: 1.000e-04, eta: 11:24:12, time: 1.135, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.8992, loss_cls: 1.0281, loss: 1.0281, grad_norm: 6.4652 2021-06-18 08:43:35,086 - mmaction - INFO - Epoch [42][980/3757] lr: 1.000e-04, eta: 11:23:47, time: 1.173, data_time: 0.160, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 0.9541, loss: 0.9541, grad_norm: 6.7025 2021-06-18 08:43:57,192 - mmaction - INFO - Epoch [42][1000/3757] lr: 1.000e-04, eta: 11:23:21, time: 1.103, data_time: 0.130, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9266, loss_cls: 0.9332, loss: 0.9332, grad_norm: 6.4734 2021-06-18 08:44:20,811 - mmaction - INFO - Epoch [42][1020/3757] lr: 1.000e-04, eta: 11:22:56, time: 1.183, data_time: 0.121, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9164, loss_cls: 0.9588, loss: 0.9588, grad_norm: 6.3552 2021-06-18 08:44:43,497 - mmaction - INFO - Epoch [42][1040/3757] lr: 1.000e-04, eta: 11:22:30, time: 1.135, data_time: 0.028, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9203, loss_cls: 0.9459, loss: 0.9459, grad_norm: 6.4096 2021-06-18 08:45:04,503 - mmaction - INFO - Epoch [42][1060/3757] lr: 1.000e-04, eta: 11:22:05, time: 1.047, data_time: 0.001, memory: 7080, top1_acc: 0.7172, top5_acc: 0.9148, loss_cls: 1.0367, loss: 1.0367, grad_norm: 6.8750 2021-06-18 08:45:27,186 - mmaction - INFO - Epoch [42][1080/3757] lr: 1.000e-04, eta: 11:21:39, time: 1.137, data_time: 0.125, memory: 7080, top1_acc: 0.7523, top5_acc: 0.8992, loss_cls: 0.9833, loss: 0.9833, grad_norm: 6.3053 2021-06-18 08:45:50,656 - mmaction - INFO - Epoch [42][1100/3757] lr: 1.000e-04, eta: 11:21:14, time: 1.172, data_time: 0.244, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9180, loss_cls: 0.9520, loss: 0.9520, grad_norm: 6.4584 2021-06-18 08:46:14,766 - mmaction - INFO - Epoch [42][1120/3757] lr: 1.000e-04, eta: 11:20:49, time: 1.206, data_time: 0.154, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9172, loss_cls: 0.9771, loss: 0.9771, grad_norm: 6.4344 2021-06-18 08:46:37,268 - mmaction - INFO - Epoch [42][1140/3757] lr: 1.000e-04, eta: 11:20:23, time: 1.125, data_time: 0.064, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9086, loss_cls: 0.9786, loss: 0.9786, grad_norm: 6.5971 2021-06-18 08:47:00,226 - mmaction - INFO - Epoch [42][1160/3757] lr: 1.000e-04, eta: 11:19:58, time: 1.148, data_time: 0.001, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9078, loss_cls: 1.0114, loss: 1.0114, grad_norm: 6.4954 2021-06-18 08:47:22,042 - mmaction - INFO - Epoch [42][1180/3757] lr: 1.000e-04, eta: 11:19:32, time: 1.091, data_time: 0.001, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9180, loss_cls: 0.9782, loss: 0.9782, grad_norm: 6.6378 2021-06-18 08:47:44,767 - mmaction - INFO - Epoch [42][1200/3757] lr: 1.000e-04, eta: 11:19:07, time: 1.136, data_time: 0.001, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9047, loss_cls: 1.0044, loss: 1.0044, grad_norm: 6.4724 2021-06-18 08:48:07,384 - mmaction - INFO - Epoch [42][1220/3757] lr: 1.000e-04, eta: 11:18:41, time: 1.131, data_time: 0.003, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9117, loss_cls: 0.9806, loss: 0.9806, grad_norm: 6.4397 2021-06-18 08:48:31,277 - mmaction - INFO - Epoch [42][1240/3757] lr: 1.000e-04, eta: 11:18:16, time: 1.195, data_time: 0.001, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9078, loss_cls: 0.9945, loss: 0.9945, grad_norm: 6.5887 2021-06-18 08:48:53,074 - mmaction - INFO - Epoch [42][1260/3757] lr: 1.000e-04, eta: 11:17:50, time: 1.089, data_time: 0.002, memory: 7080, top1_acc: 0.7211, top5_acc: 0.9078, loss_cls: 1.0515, loss: 1.0515, grad_norm: 6.8620 2021-06-18 08:49:16,646 - mmaction - INFO - Epoch [42][1280/3757] lr: 1.000e-04, eta: 11:17:25, time: 1.179, data_time: 0.008, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9078, loss_cls: 1.0094, loss: 1.0094, grad_norm: 6.8096 2021-06-18 08:49:39,293 - mmaction - INFO - Epoch [42][1300/3757] lr: 1.000e-04, eta: 11:16:59, time: 1.133, data_time: 0.024, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9156, loss_cls: 0.9443, loss: 0.9443, grad_norm: 6.4803 2021-06-18 08:50:01,760 - mmaction - INFO - Epoch [42][1320/3757] lr: 1.000e-04, eta: 11:16:34, time: 1.121, data_time: 0.001, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9023, loss_cls: 0.9985, loss: 0.9985, grad_norm: 6.4231 2021-06-18 08:50:23,846 - mmaction - INFO - Epoch [42][1340/3757] lr: 1.000e-04, eta: 11:16:08, time: 1.104, data_time: 0.004, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9156, loss_cls: 0.9029, loss: 0.9029, grad_norm: 6.2202 2021-06-18 08:50:46,934 - mmaction - INFO - Epoch [42][1360/3757] lr: 1.000e-04, eta: 11:15:43, time: 1.155, data_time: 0.038, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9047, loss_cls: 0.9976, loss: 0.9976, grad_norm: 6.6447 2021-06-18 08:51:08,902 - mmaction - INFO - Epoch [42][1380/3757] lr: 1.000e-04, eta: 11:15:17, time: 1.099, data_time: 0.036, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9187, loss_cls: 0.9716, loss: 0.9716, grad_norm: 6.4877 2021-06-18 08:51:32,193 - mmaction - INFO - Epoch [42][1400/3757] lr: 1.000e-04, eta: 11:14:52, time: 1.162, data_time: 0.386, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9102, loss_cls: 0.9497, loss: 0.9497, grad_norm: 6.3600 2021-06-18 08:51:56,434 - mmaction - INFO - Epoch [42][1420/3757] lr: 1.000e-04, eta: 11:14:27, time: 1.215, data_time: 0.303, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9164, loss_cls: 0.9019, loss: 0.9019, grad_norm: 6.4216 2021-06-18 08:52:19,193 - mmaction - INFO - Epoch [42][1440/3757] lr: 1.000e-04, eta: 11:14:01, time: 1.137, data_time: 0.138, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9109, loss_cls: 0.9583, loss: 0.9583, grad_norm: 6.4657 2021-06-18 08:52:42,734 - mmaction - INFO - Epoch [42][1460/3757] lr: 1.000e-04, eta: 11:13:36, time: 1.178, data_time: 0.026, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9156, loss_cls: 0.9446, loss: 0.9446, grad_norm: 6.4854 2021-06-18 08:53:04,847 - mmaction - INFO - Epoch [42][1480/3757] lr: 1.000e-04, eta: 11:13:11, time: 1.106, data_time: 0.048, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9187, loss_cls: 0.9350, loss: 0.9350, grad_norm: 6.3424 2021-06-18 08:53:28,107 - mmaction - INFO - Epoch [42][1500/3757] lr: 1.000e-04, eta: 11:12:45, time: 1.162, data_time: 0.189, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9133, loss_cls: 0.9500, loss: 0.9500, grad_norm: 6.5512 2021-06-18 08:53:51,976 - mmaction - INFO - Epoch [42][1520/3757] lr: 1.000e-04, eta: 11:12:20, time: 1.194, data_time: 0.002, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9180, loss_cls: 0.9943, loss: 0.9943, grad_norm: 6.5951 2021-06-18 08:54:15,080 - mmaction - INFO - Epoch [42][1540/3757] lr: 1.000e-04, eta: 11:11:55, time: 1.156, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9078, loss_cls: 0.9772, loss: 0.9772, grad_norm: 6.6317 2021-06-18 08:54:37,461 - mmaction - INFO - Epoch [42][1560/3757] lr: 1.000e-04, eta: 11:11:29, time: 1.119, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9078, loss_cls: 0.9591, loss: 0.9591, grad_norm: 6.5000 2021-06-18 08:54:59,851 - mmaction - INFO - Epoch [42][1580/3757] lr: 1.000e-04, eta: 11:11:04, time: 1.120, data_time: 0.003, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9055, loss_cls: 0.9987, loss: 0.9987, grad_norm: 6.5877 2021-06-18 08:55:22,912 - mmaction - INFO - Epoch [42][1600/3757] lr: 1.000e-04, eta: 11:10:38, time: 1.153, data_time: 0.078, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9242, loss_cls: 0.9256, loss: 0.9256, grad_norm: 6.2897 2021-06-18 08:55:45,988 - mmaction - INFO - Epoch [42][1620/3757] lr: 1.000e-04, eta: 11:10:13, time: 1.152, data_time: 0.006, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9156, loss_cls: 0.9225, loss: 0.9225, grad_norm: 6.3510 2021-06-18 08:56:08,702 - mmaction - INFO - Epoch [42][1640/3757] lr: 1.000e-04, eta: 11:09:47, time: 1.137, data_time: 0.020, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9055, loss_cls: 0.9996, loss: 0.9996, grad_norm: 6.4921 2021-06-18 08:56:31,917 - mmaction - INFO - Epoch [42][1660/3757] lr: 1.000e-04, eta: 11:09:22, time: 1.160, data_time: 0.005, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9148, loss_cls: 0.9765, loss: 0.9765, grad_norm: 6.5272 2021-06-18 08:56:53,362 - mmaction - INFO - Epoch [42][1680/3757] lr: 1.000e-04, eta: 11:08:56, time: 1.072, data_time: 0.002, memory: 7080, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.0949, loss: 1.0949, grad_norm: 6.7694 2021-06-18 08:57:16,201 - mmaction - INFO - Epoch [42][1700/3757] lr: 1.000e-04, eta: 11:08:31, time: 1.144, data_time: 0.143, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9102, loss_cls: 1.0106, loss: 1.0106, grad_norm: 6.6589 2021-06-18 08:57:39,831 - mmaction - INFO - Epoch [42][1720/3757] lr: 1.000e-04, eta: 11:08:06, time: 1.181, data_time: 0.097, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9078, loss_cls: 0.9809, loss: 0.9809, grad_norm: 6.4928 2021-06-18 08:58:02,606 - mmaction - INFO - Epoch [42][1740/3757] lr: 1.000e-04, eta: 11:07:40, time: 1.139, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9125, loss_cls: 0.9477, loss: 0.9477, grad_norm: 6.4005 2021-06-18 08:58:24,561 - mmaction - INFO - Epoch [42][1760/3757] lr: 1.000e-04, eta: 11:07:15, time: 1.097, data_time: 0.010, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9156, loss_cls: 0.9459, loss: 0.9459, grad_norm: 6.3753 2021-06-18 08:58:46,551 - mmaction - INFO - Epoch [42][1780/3757] lr: 1.000e-04, eta: 11:06:49, time: 1.100, data_time: 0.110, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9141, loss_cls: 0.9725, loss: 0.9725, grad_norm: 6.3692 2021-06-18 08:59:09,656 - mmaction - INFO - Epoch [42][1800/3757] lr: 1.000e-04, eta: 11:06:24, time: 1.155, data_time: 0.057, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9086, loss_cls: 0.9757, loss: 0.9757, grad_norm: 6.5801 2021-06-18 08:59:31,852 - mmaction - INFO - Epoch [42][1820/3757] lr: 1.000e-04, eta: 11:05:58, time: 1.109, data_time: 0.265, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9078, loss_cls: 1.0021, loss: 1.0021, grad_norm: 6.4927 2021-06-18 08:59:54,352 - mmaction - INFO - Epoch [42][1840/3757] lr: 1.000e-04, eta: 11:05:33, time: 1.125, data_time: 0.225, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9172, loss_cls: 0.9724, loss: 0.9724, grad_norm: 6.4555 2021-06-18 09:00:17,139 - mmaction - INFO - Epoch [42][1860/3757] lr: 1.000e-04, eta: 11:05:07, time: 1.139, data_time: 0.049, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9125, loss_cls: 0.9713, loss: 0.9713, grad_norm: 6.5580 2021-06-18 09:00:40,366 - mmaction - INFO - Epoch [42][1880/3757] lr: 1.000e-04, eta: 11:04:42, time: 1.161, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9148, loss_cls: 0.9677, loss: 0.9677, grad_norm: 6.5268 2021-06-18 09:01:02,833 - mmaction - INFO - Epoch [42][1900/3757] lr: 1.000e-04, eta: 11:04:16, time: 1.124, data_time: 0.050, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9211, loss_cls: 0.9568, loss: 0.9568, grad_norm: 6.5412 2021-06-18 09:01:25,290 - mmaction - INFO - Epoch [42][1920/3757] lr: 1.000e-04, eta: 11:03:51, time: 1.121, data_time: 0.132, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9148, loss_cls: 0.9493, loss: 0.9493, grad_norm: 6.4426 2021-06-18 09:01:48,195 - mmaction - INFO - Epoch [42][1940/3757] lr: 1.000e-04, eta: 11:03:25, time: 1.147, data_time: 0.079, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9008, loss_cls: 1.0230, loss: 1.0230, grad_norm: 6.6485 2021-06-18 09:02:11,126 - mmaction - INFO - Epoch [42][1960/3757] lr: 1.000e-04, eta: 11:03:00, time: 1.146, data_time: 0.123, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9047, loss_cls: 1.0176, loss: 1.0176, grad_norm: 6.5892 2021-06-18 09:02:33,605 - mmaction - INFO - Epoch [42][1980/3757] lr: 1.000e-04, eta: 11:02:35, time: 1.124, data_time: 0.268, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9156, loss_cls: 0.9533, loss: 0.9533, grad_norm: 6.4409 2021-06-18 09:02:56,003 - mmaction - INFO - Epoch [42][2000/3757] lr: 1.000e-04, eta: 11:02:09, time: 1.120, data_time: 0.231, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9117, loss_cls: 0.9738, loss: 0.9738, grad_norm: 6.5012 2021-06-18 09:03:17,461 - mmaction - INFO - Epoch [42][2020/3757] lr: 1.000e-04, eta: 11:01:43, time: 1.073, data_time: 0.019, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9000, loss_cls: 1.0219, loss: 1.0219, grad_norm: 6.4615 2021-06-18 09:03:40,591 - mmaction - INFO - Epoch [42][2040/3757] lr: 1.000e-04, eta: 11:01:18, time: 1.158, data_time: 0.231, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9297, loss_cls: 0.9576, loss: 0.9576, grad_norm: 6.4960 2021-06-18 09:04:04,949 - mmaction - INFO - Epoch [42][2060/3757] lr: 1.000e-04, eta: 11:00:53, time: 1.218, data_time: 0.194, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9102, loss_cls: 1.0163, loss: 1.0163, grad_norm: 6.6418 2021-06-18 09:04:26,587 - mmaction - INFO - Epoch [42][2080/3757] lr: 1.000e-04, eta: 11:00:27, time: 1.078, data_time: 0.345, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9234, loss_cls: 0.9212, loss: 0.9212, grad_norm: 6.2274 2021-06-18 09:04:49,343 - mmaction - INFO - Epoch [42][2100/3757] lr: 1.000e-04, eta: 11:00:02, time: 1.139, data_time: 0.129, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9125, loss_cls: 0.9622, loss: 0.9622, grad_norm: 6.5412 2021-06-18 09:05:11,913 - mmaction - INFO - Epoch [42][2120/3757] lr: 1.000e-04, eta: 10:59:36, time: 1.129, data_time: 0.127, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9234, loss_cls: 0.9975, loss: 0.9975, grad_norm: 6.7160 2021-06-18 09:05:34,812 - mmaction - INFO - Epoch [42][2140/3757] lr: 1.000e-04, eta: 10:59:11, time: 1.146, data_time: 0.350, memory: 7080, top1_acc: 0.7250, top5_acc: 0.9047, loss_cls: 1.0782, loss: 1.0782, grad_norm: 6.9267 2021-06-18 09:05:57,355 - mmaction - INFO - Epoch [42][2160/3757] lr: 1.000e-04, eta: 10:58:45, time: 1.124, data_time: 0.227, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9070, loss_cls: 0.9858, loss: 0.9858, grad_norm: 6.5788 2021-06-18 09:06:18,992 - mmaction - INFO - Epoch [42][2180/3757] lr: 1.000e-04, eta: 10:58:20, time: 1.085, data_time: 0.053, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9031, loss_cls: 1.0002, loss: 1.0002, grad_norm: 6.5551 2021-06-18 09:06:43,345 - mmaction - INFO - Epoch [42][2200/3757] lr: 1.000e-04, eta: 10:57:55, time: 1.217, data_time: 0.400, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9141, loss_cls: 0.9683, loss: 0.9683, grad_norm: 6.5863 2021-06-18 09:07:05,488 - mmaction - INFO - Epoch [42][2220/3757] lr: 1.000e-04, eta: 10:57:29, time: 1.108, data_time: 0.303, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9109, loss_cls: 0.9684, loss: 0.9684, grad_norm: 6.4363 2021-06-18 09:07:27,441 - mmaction - INFO - Epoch [42][2240/3757] lr: 1.000e-04, eta: 10:57:04, time: 1.094, data_time: 0.395, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8977, loss_cls: 1.0361, loss: 1.0361, grad_norm: 6.4769 2021-06-18 09:07:50,835 - mmaction - INFO - Epoch [42][2260/3757] lr: 1.000e-04, eta: 10:56:38, time: 1.173, data_time: 0.383, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9031, loss_cls: 1.0195, loss: 1.0195, grad_norm: 6.8530 2021-06-18 09:08:14,074 - mmaction - INFO - Epoch [42][2280/3757] lr: 1.000e-04, eta: 10:56:13, time: 1.162, data_time: 0.040, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9180, loss_cls: 0.9682, loss: 0.9682, grad_norm: 6.5532 2021-06-18 09:08:37,091 - mmaction - INFO - Epoch [42][2300/3757] lr: 1.000e-04, eta: 10:55:48, time: 1.151, data_time: 0.003, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9227, loss_cls: 0.9296, loss: 0.9296, grad_norm: 6.1895 2021-06-18 09:08:58,858 - mmaction - INFO - Epoch [42][2320/3757] lr: 1.000e-04, eta: 10:55:22, time: 1.084, data_time: 0.001, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9141, loss_cls: 0.9625, loss: 0.9625, grad_norm: 6.4250 2021-06-18 09:09:21,271 - mmaction - INFO - Epoch [42][2340/3757] lr: 1.000e-04, eta: 10:54:56, time: 1.124, data_time: 0.153, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9172, loss_cls: 0.9609, loss: 0.9609, grad_norm: 6.3982 2021-06-18 09:09:44,894 - mmaction - INFO - Epoch [42][2360/3757] lr: 1.000e-04, eta: 10:54:31, time: 1.181, data_time: 0.146, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9266, loss_cls: 0.9022, loss: 0.9022, grad_norm: 6.2789 2021-06-18 09:10:07,641 - mmaction - INFO - Epoch [42][2380/3757] lr: 1.000e-04, eta: 10:54:06, time: 1.138, data_time: 0.096, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9164, loss_cls: 1.0003, loss: 1.0003, grad_norm: 6.5818 2021-06-18 09:10:30,766 - mmaction - INFO - Epoch [42][2400/3757] lr: 1.000e-04, eta: 10:53:40, time: 1.157, data_time: 0.358, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9148, loss_cls: 0.9254, loss: 0.9254, grad_norm: 6.2857 2021-06-18 09:10:53,263 - mmaction - INFO - Epoch [42][2420/3757] lr: 1.000e-04, eta: 10:53:15, time: 1.124, data_time: 0.304, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9258, loss_cls: 0.8992, loss: 0.8992, grad_norm: 6.3381 2021-06-18 09:11:16,047 - mmaction - INFO - Epoch [42][2440/3757] lr: 1.000e-04, eta: 10:52:50, time: 1.139, data_time: 0.161, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9211, loss_cls: 0.9219, loss: 0.9219, grad_norm: 6.2283 2021-06-18 09:11:39,207 - mmaction - INFO - Epoch [42][2460/3757] lr: 1.000e-04, eta: 10:52:24, time: 1.159, data_time: 0.072, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9187, loss_cls: 0.9260, loss: 0.9260, grad_norm: 6.3747 2021-06-18 09:12:02,746 - mmaction - INFO - Epoch [42][2480/3757] lr: 1.000e-04, eta: 10:51:59, time: 1.177, data_time: 0.002, memory: 7080, top1_acc: 0.7477, top5_acc: 0.8984, loss_cls: 1.0117, loss: 1.0117, grad_norm: 6.5591 2021-06-18 09:12:25,555 - mmaction - INFO - Epoch [42][2500/3757] lr: 1.000e-04, eta: 10:51:34, time: 1.139, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9227, loss_cls: 0.9308, loss: 0.9308, grad_norm: 6.6231 2021-06-18 09:12:49,649 - mmaction - INFO - Epoch [42][2520/3757] lr: 1.000e-04, eta: 10:51:08, time: 1.206, data_time: 0.060, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0095, loss: 1.0095, grad_norm: 6.5188 2021-06-18 09:13:11,075 - mmaction - INFO - Epoch [42][2540/3757] lr: 1.000e-04, eta: 10:50:43, time: 1.068, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9195, loss_cls: 0.9498, loss: 0.9498, grad_norm: 6.4703 2021-06-18 09:13:33,860 - mmaction - INFO - Epoch [42][2560/3757] lr: 1.000e-04, eta: 10:50:17, time: 1.141, data_time: 0.005, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9109, loss_cls: 0.9635, loss: 0.9635, grad_norm: 6.4391 2021-06-18 09:13:57,845 - mmaction - INFO - Epoch [42][2580/3757] lr: 1.000e-04, eta: 10:49:52, time: 1.198, data_time: 0.006, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9180, loss_cls: 0.9648, loss: 0.9648, grad_norm: 6.5319 2021-06-18 09:14:20,707 - mmaction - INFO - Epoch [42][2600/3757] lr: 1.000e-04, eta: 10:49:27, time: 1.146, data_time: 0.005, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9227, loss_cls: 0.9542, loss: 0.9542, grad_norm: 6.5085 2021-06-18 09:14:42,861 - mmaction - INFO - Epoch [42][2620/3757] lr: 1.000e-04, eta: 10:49:01, time: 1.108, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9258, loss_cls: 0.9026, loss: 0.9026, grad_norm: 6.3269 2021-06-18 09:15:05,758 - mmaction - INFO - Epoch [42][2640/3757] lr: 1.000e-04, eta: 10:48:36, time: 1.145, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9109, loss_cls: 0.9723, loss: 0.9723, grad_norm: 6.4154 2021-06-18 09:15:28,990 - mmaction - INFO - Epoch [42][2660/3757] lr: 1.000e-04, eta: 10:48:11, time: 1.161, data_time: 0.008, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9211, loss_cls: 0.9118, loss: 0.9118, grad_norm: 6.3479 2021-06-18 09:15:52,433 - mmaction - INFO - Epoch [42][2680/3757] lr: 1.000e-04, eta: 10:47:45, time: 1.172, data_time: 0.032, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9156, loss_cls: 0.9783, loss: 0.9783, grad_norm: 6.5374 2021-06-18 09:16:15,179 - mmaction - INFO - Epoch [42][2700/3757] lr: 1.000e-04, eta: 10:47:20, time: 1.137, data_time: 0.004, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9234, loss_cls: 0.8894, loss: 0.8894, grad_norm: 6.4099 2021-06-18 09:16:37,379 - mmaction - INFO - Epoch [42][2720/3757] lr: 1.000e-04, eta: 10:46:54, time: 1.109, data_time: 0.002, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9086, loss_cls: 0.9997, loss: 0.9997, grad_norm: 6.4613 2021-06-18 09:17:00,131 - mmaction - INFO - Epoch [42][2740/3757] lr: 1.000e-04, eta: 10:46:29, time: 1.139, data_time: 0.036, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9242, loss_cls: 0.9236, loss: 0.9236, grad_norm: 6.2438 2021-06-18 09:17:23,428 - mmaction - INFO - Epoch [42][2760/3757] lr: 1.000e-04, eta: 10:46:04, time: 1.164, data_time: 0.215, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9187, loss_cls: 0.9449, loss: 0.9449, grad_norm: 6.4449 2021-06-18 09:17:46,600 - mmaction - INFO - Epoch [42][2780/3757] lr: 1.000e-04, eta: 10:45:38, time: 1.160, data_time: 0.254, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9047, loss_cls: 0.9538, loss: 0.9538, grad_norm: 6.3037 2021-06-18 09:18:08,855 - mmaction - INFO - Epoch [42][2800/3757] lr: 1.000e-04, eta: 10:45:13, time: 1.109, data_time: 0.075, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9156, loss_cls: 0.9776, loss: 0.9776, grad_norm: 6.4975 2021-06-18 09:18:31,563 - mmaction - INFO - Epoch [42][2820/3757] lr: 1.000e-04, eta: 10:44:47, time: 1.139, data_time: 0.248, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9102, loss_cls: 0.9724, loss: 0.9724, grad_norm: 6.4870 2021-06-18 09:18:53,652 - mmaction - INFO - Epoch [42][2840/3757] lr: 1.000e-04, eta: 10:44:22, time: 1.104, data_time: 0.053, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9133, loss_cls: 0.9747, loss: 0.9747, grad_norm: 6.3865 2021-06-18 09:19:16,689 - mmaction - INFO - Epoch [42][2860/3757] lr: 1.000e-04, eta: 10:43:57, time: 1.150, data_time: 0.091, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9195, loss_cls: 0.9544, loss: 0.9544, grad_norm: 6.4668 2021-06-18 09:19:38,864 - mmaction - INFO - Epoch [42][2880/3757] lr: 1.000e-04, eta: 10:43:31, time: 1.109, data_time: 0.219, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9070, loss_cls: 1.0055, loss: 1.0055, grad_norm: 6.5292 2021-06-18 09:20:02,643 - mmaction - INFO - Epoch [42][2900/3757] lr: 1.000e-04, eta: 10:43:06, time: 1.189, data_time: 0.060, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9047, loss_cls: 0.9742, loss: 0.9742, grad_norm: 6.6183 2021-06-18 09:20:25,346 - mmaction - INFO - Epoch [42][2920/3757] lr: 1.000e-04, eta: 10:42:40, time: 1.135, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9117, loss_cls: 0.9911, loss: 0.9911, grad_norm: 6.7918 2021-06-18 09:20:47,331 - mmaction - INFO - Epoch [42][2940/3757] lr: 1.000e-04, eta: 10:42:15, time: 1.100, data_time: 0.002, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9086, loss_cls: 1.0260, loss: 1.0260, grad_norm: 6.5873 2021-06-18 09:21:09,876 - mmaction - INFO - Epoch [42][2960/3757] lr: 1.000e-04, eta: 10:41:49, time: 1.128, data_time: 0.001, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9109, loss_cls: 0.9990, loss: 0.9990, grad_norm: 6.4624 2021-06-18 09:21:33,106 - mmaction - INFO - Epoch [42][2980/3757] lr: 1.000e-04, eta: 10:41:24, time: 1.161, data_time: 0.104, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9078, loss_cls: 0.9559, loss: 0.9559, grad_norm: 6.7475 2021-06-18 09:21:56,798 - mmaction - INFO - Epoch [42][3000/3757] lr: 1.000e-04, eta: 10:40:59, time: 1.185, data_time: 0.129, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9164, loss_cls: 0.9881, loss: 0.9881, grad_norm: 6.5982 2021-06-18 09:22:19,496 - mmaction - INFO - Epoch [42][3020/3757] lr: 1.000e-04, eta: 10:40:34, time: 1.134, data_time: 0.040, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9504, loss: 0.9504, grad_norm: 6.6412 2021-06-18 09:22:40,896 - mmaction - INFO - Epoch [42][3040/3757] lr: 1.000e-04, eta: 10:40:08, time: 1.071, data_time: 0.047, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9102, loss_cls: 1.0412, loss: 1.0412, grad_norm: 6.6264 2021-06-18 09:23:04,405 - mmaction - INFO - Epoch [42][3060/3757] lr: 1.000e-04, eta: 10:39:43, time: 1.176, data_time: 0.218, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9227, loss_cls: 0.8923, loss: 0.8923, grad_norm: 6.3152 2021-06-18 09:23:29,015 - mmaction - INFO - Epoch [42][3080/3757] lr: 1.000e-04, eta: 10:39:18, time: 1.231, data_time: 0.011, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9086, loss_cls: 0.9849, loss: 0.9849, grad_norm: 6.5298 2021-06-18 09:23:51,998 - mmaction - INFO - Epoch [42][3100/3757] lr: 1.000e-04, eta: 10:38:52, time: 1.149, data_time: 0.001, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9062, loss_cls: 1.0061, loss: 1.0061, grad_norm: 6.5690 2021-06-18 09:24:13,783 - mmaction - INFO - Epoch [42][3120/3757] lr: 1.000e-04, eta: 10:38:27, time: 1.087, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9203, loss_cls: 0.9411, loss: 0.9411, grad_norm: 6.3852 2021-06-18 09:24:37,880 - mmaction - INFO - Epoch [42][3140/3757] lr: 1.000e-04, eta: 10:38:02, time: 1.205, data_time: 0.005, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9187, loss_cls: 0.9456, loss: 0.9456, grad_norm: 6.4708 2021-06-18 09:25:00,688 - mmaction - INFO - Epoch [42][3160/3757] lr: 1.000e-04, eta: 10:37:36, time: 1.136, data_time: 0.004, memory: 7080, top1_acc: 0.7219, top5_acc: 0.9008, loss_cls: 1.0421, loss: 1.0421, grad_norm: 6.6624 2021-06-18 09:25:23,374 - mmaction - INFO - Epoch [42][3180/3757] lr: 1.000e-04, eta: 10:37:11, time: 1.140, data_time: 0.007, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9062, loss_cls: 0.9951, loss: 0.9951, grad_norm: 6.5116 2021-06-18 09:25:45,946 - mmaction - INFO - Epoch [42][3200/3757] lr: 1.000e-04, eta: 10:36:45, time: 1.128, data_time: 0.020, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9180, loss_cls: 0.9518, loss: 0.9518, grad_norm: 6.5984 2021-06-18 09:26:09,148 - mmaction - INFO - Epoch [42][3220/3757] lr: 1.000e-04, eta: 10:36:20, time: 1.160, data_time: 0.003, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9117, loss_cls: 1.0029, loss: 1.0029, grad_norm: 6.4192 2021-06-18 09:26:31,453 - mmaction - INFO - Epoch [42][3240/3757] lr: 1.000e-04, eta: 10:35:55, time: 1.116, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9195, loss_cls: 0.9220, loss: 0.9220, grad_norm: 6.5270 2021-06-18 09:26:53,729 - mmaction - INFO - Epoch [42][3260/3757] lr: 1.000e-04, eta: 10:35:29, time: 1.113, data_time: 0.012, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9109, loss_cls: 1.0340, loss: 1.0340, grad_norm: 6.6847 2021-06-18 09:27:17,101 - mmaction - INFO - Epoch [42][3280/3757] lr: 1.000e-04, eta: 10:35:04, time: 1.169, data_time: 0.039, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9141, loss_cls: 0.9640, loss: 0.9640, grad_norm: 6.5468 2021-06-18 09:27:40,493 - mmaction - INFO - Epoch [42][3300/3757] lr: 1.000e-04, eta: 10:34:39, time: 1.170, data_time: 0.002, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9266, loss_cls: 0.9102, loss: 0.9102, grad_norm: 6.3071 2021-06-18 09:28:04,151 - mmaction - INFO - Epoch [42][3320/3757] lr: 1.000e-04, eta: 10:34:13, time: 1.183, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9180, loss_cls: 0.9782, loss: 0.9782, grad_norm: 6.4786 2021-06-18 09:28:26,536 - mmaction - INFO - Epoch [42][3340/3757] lr: 1.000e-04, eta: 10:33:48, time: 1.119, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9219, loss_cls: 0.9427, loss: 0.9427, grad_norm: 6.4819 2021-06-18 09:28:49,744 - mmaction - INFO - Epoch [42][3360/3757] lr: 1.000e-04, eta: 10:33:23, time: 1.160, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9102, loss_cls: 0.9391, loss: 0.9391, grad_norm: 6.4010 2021-06-18 09:29:12,137 - mmaction - INFO - Epoch [42][3380/3757] lr: 1.000e-04, eta: 10:32:57, time: 1.120, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9180, loss_cls: 0.9217, loss: 0.9217, grad_norm: 6.2698 2021-06-18 09:29:35,086 - mmaction - INFO - Epoch [42][3400/3757] lr: 1.000e-04, eta: 10:32:32, time: 1.146, data_time: 0.001, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9102, loss_cls: 0.9825, loss: 0.9825, grad_norm: 6.5973 2021-06-18 09:29:58,299 - mmaction - INFO - Epoch [42][3420/3757] lr: 1.000e-04, eta: 10:32:07, time: 1.161, data_time: 0.013, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9109, loss_cls: 0.9655, loss: 0.9655, grad_norm: 6.3693 2021-06-18 09:30:20,869 - mmaction - INFO - Epoch [42][3440/3757] lr: 1.000e-04, eta: 10:31:41, time: 1.128, data_time: 0.175, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9078, loss_cls: 0.9501, loss: 0.9501, grad_norm: 6.5143 2021-06-18 09:30:43,630 - mmaction - INFO - Epoch [42][3460/3757] lr: 1.000e-04, eta: 10:31:16, time: 1.138, data_time: 0.125, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9062, loss_cls: 1.0020, loss: 1.0020, grad_norm: 6.5442 2021-06-18 09:31:06,638 - mmaction - INFO - Epoch [42][3480/3757] lr: 1.000e-04, eta: 10:30:50, time: 1.151, data_time: 0.025, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9211, loss_cls: 0.9120, loss: 0.9120, grad_norm: 6.2506 2021-06-18 09:31:29,751 - mmaction - INFO - Epoch [42][3500/3757] lr: 1.000e-04, eta: 10:30:25, time: 1.155, data_time: 0.003, memory: 7080, top1_acc: 0.7984, top5_acc: 0.9398, loss_cls: 0.8162, loss: 0.8162, grad_norm: 6.0033 2021-06-18 09:31:52,336 - mmaction - INFO - Epoch [42][3520/3757] lr: 1.000e-04, eta: 10:30:00, time: 1.129, data_time: 0.034, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9133, loss_cls: 0.9381, loss: 0.9381, grad_norm: 6.4014 2021-06-18 09:32:16,037 - mmaction - INFO - Epoch [42][3540/3757] lr: 1.000e-04, eta: 10:29:34, time: 1.185, data_time: 0.006, memory: 7080, top1_acc: 0.7320, top5_acc: 0.8930, loss_cls: 1.0368, loss: 1.0368, grad_norm: 6.7065 2021-06-18 09:32:37,419 - mmaction - INFO - Epoch [42][3560/3757] lr: 1.000e-04, eta: 10:29:09, time: 1.068, data_time: 0.016, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9109, loss_cls: 0.9772, loss: 0.9772, grad_norm: 6.5116 2021-06-18 09:33:00,372 - mmaction - INFO - Epoch [42][3580/3757] lr: 1.000e-04, eta: 10:28:43, time: 1.148, data_time: 0.059, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9109, loss_cls: 0.9625, loss: 0.9625, grad_norm: 6.4752 2021-06-18 09:33:22,875 - mmaction - INFO - Epoch [42][3600/3757] lr: 1.000e-04, eta: 10:28:18, time: 1.125, data_time: 0.034, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9133, loss_cls: 0.9890, loss: 0.9890, grad_norm: 6.5078 2021-06-18 09:33:45,615 - mmaction - INFO - Epoch [42][3620/3757] lr: 1.000e-04, eta: 10:27:53, time: 1.137, data_time: 0.219, memory: 7080, top1_acc: 0.7430, top5_acc: 0.8992, loss_cls: 0.9481, loss: 0.9481, grad_norm: 6.4303 2021-06-18 09:34:08,850 - mmaction - INFO - Epoch [42][3640/3757] lr: 1.000e-04, eta: 10:27:27, time: 1.163, data_time: 0.062, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9055, loss_cls: 0.9762, loss: 0.9762, grad_norm: 6.5405 2021-06-18 09:34:32,356 - mmaction - INFO - Epoch [42][3660/3757] lr: 1.000e-04, eta: 10:27:02, time: 1.175, data_time: 0.087, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9039, loss_cls: 0.9914, loss: 0.9914, grad_norm: 6.4574 2021-06-18 09:34:56,416 - mmaction - INFO - Epoch [42][3680/3757] lr: 1.000e-04, eta: 10:26:37, time: 1.203, data_time: 0.026, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9055, loss_cls: 1.0274, loss: 1.0274, grad_norm: 6.8560 2021-06-18 09:35:19,132 - mmaction - INFO - Epoch [42][3700/3757] lr: 1.000e-04, eta: 10:26:12, time: 1.136, data_time: 0.003, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9250, loss_cls: 0.8871, loss: 0.8871, grad_norm: 6.2002 2021-06-18 09:35:41,718 - mmaction - INFO - Epoch [42][3720/3757] lr: 1.000e-04, eta: 10:25:46, time: 1.128, data_time: 0.004, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9094, loss_cls: 0.9547, loss: 0.9547, grad_norm: 6.4713 2021-06-18 09:36:04,709 - mmaction - INFO - Epoch [42][3740/3757] lr: 1.000e-04, eta: 10:25:21, time: 1.150, data_time: 0.014, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9187, loss_cls: 0.9027, loss: 0.9027, grad_norm: 6.2327 2021-06-18 09:36:24,991 - mmaction - INFO - Saving checkpoint at 42 epochs 2021-06-18 09:48:49,436 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 09:48:50,448 - mmaction - INFO - top1_acc 0.7026 top5_acc 0.8975 2021-06-18 09:48:50,449 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 09:48:50,524 - mmaction - INFO - mean_acc 0.7025 2021-06-18 09:48:51,416 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_42.pth. 2021-06-18 09:48:51,416 - mmaction - INFO - Best top1_acc is 0.7026 at 42 epoch. 2021-06-18 09:48:51,426 - mmaction - INFO - Epoch(val) [42][3757] top1_acc: 0.7026, top5_acc: 0.8975, mean_class_accuracy: 0.7025 2021-06-18 09:56:42,461 - mmaction - INFO - Epoch [43][20/3757] lr: 1.000e-04, eta: 10:25:56, time: 23.544, data_time: 22.493, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9227, loss_cls: 0.9204, loss: 0.9204, grad_norm: 6.3688 2021-06-18 09:57:04,812 - mmaction - INFO - Epoch [43][40/3757] lr: 1.000e-04, eta: 10:25:30, time: 1.125, data_time: 0.233, memory: 7080, top1_acc: 0.7430, top5_acc: 0.8992, loss_cls: 1.0311, loss: 1.0311, grad_norm: 6.7042 2021-06-18 09:57:27,026 - mmaction - INFO - Epoch [43][60/3757] lr: 1.000e-04, eta: 10:25:05, time: 1.111, data_time: 0.257, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9234, loss_cls: 0.8738, loss: 0.8738, grad_norm: 6.2615 2021-06-18 09:57:49,490 - mmaction - INFO - Epoch [43][80/3757] lr: 1.000e-04, eta: 10:24:39, time: 1.119, data_time: 0.191, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9109, loss_cls: 0.9841, loss: 0.9841, grad_norm: 6.7187 2021-06-18 09:58:12,508 - mmaction - INFO - Epoch [43][100/3757] lr: 1.000e-04, eta: 10:24:14, time: 1.153, data_time: 0.191, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9608, loss: 0.9608, grad_norm: 6.4481 2021-06-18 09:58:34,826 - mmaction - INFO - Epoch [43][120/3757] lr: 1.000e-04, eta: 10:23:48, time: 1.118, data_time: 0.192, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9125, loss_cls: 0.9722, loss: 0.9722, grad_norm: 6.4627 2021-06-18 09:58:57,115 - mmaction - INFO - Epoch [43][140/3757] lr: 1.000e-04, eta: 10:23:23, time: 1.115, data_time: 0.278, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9102, loss_cls: 0.9521, loss: 0.9521, grad_norm: 6.5804 2021-06-18 09:59:20,312 - mmaction - INFO - Epoch [43][160/3757] lr: 1.000e-04, eta: 10:22:57, time: 1.159, data_time: 0.454, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9180, loss_cls: 0.8994, loss: 0.8994, grad_norm: 6.2734 2021-06-18 09:59:42,355 - mmaction - INFO - Epoch [43][180/3757] lr: 1.000e-04, eta: 10:22:32, time: 1.099, data_time: 0.258, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9180, loss_cls: 0.9659, loss: 0.9659, grad_norm: 6.5788 2021-06-18 10:00:06,654 - mmaction - INFO - Epoch [43][200/3757] lr: 1.000e-04, eta: 10:22:07, time: 1.214, data_time: 0.315, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9203, loss_cls: 0.9383, loss: 0.9383, grad_norm: 6.4928 2021-06-18 10:00:30,088 - mmaction - INFO - Epoch [43][220/3757] lr: 1.000e-04, eta: 10:21:41, time: 1.176, data_time: 0.117, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9125, loss_cls: 0.9673, loss: 0.9673, grad_norm: 6.5192 2021-06-18 10:00:52,098 - mmaction - INFO - Epoch [43][240/3757] lr: 1.000e-04, eta: 10:21:16, time: 1.101, data_time: 0.075, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9148, loss_cls: 0.9336, loss: 0.9336, grad_norm: 6.3903 2021-06-18 10:01:14,735 - mmaction - INFO - Epoch [43][260/3757] lr: 1.000e-04, eta: 10:20:50, time: 1.132, data_time: 0.215, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9164, loss_cls: 0.8664, loss: 0.8664, grad_norm: 6.1351 2021-06-18 10:01:37,425 - mmaction - INFO - Epoch [43][280/3757] lr: 1.000e-04, eta: 10:20:25, time: 1.134, data_time: 0.114, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9086, loss_cls: 0.9863, loss: 0.9863, grad_norm: 6.3830 2021-06-18 10:02:00,925 - mmaction - INFO - Epoch [43][300/3757] lr: 1.000e-04, eta: 10:20:00, time: 1.176, data_time: 0.228, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9141, loss_cls: 0.9443, loss: 0.9443, grad_norm: 6.5807 2021-06-18 10:02:23,997 - mmaction - INFO - Epoch [43][320/3757] lr: 1.000e-04, eta: 10:19:34, time: 1.153, data_time: 0.025, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9125, loss_cls: 0.9394, loss: 0.9394, grad_norm: 6.2859 2021-06-18 10:02:46,497 - mmaction - INFO - Epoch [43][340/3757] lr: 1.000e-04, eta: 10:19:09, time: 1.126, data_time: 0.061, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9070, loss_cls: 0.9760, loss: 0.9760, grad_norm: 6.5233 2021-06-18 10:03:09,709 - mmaction - INFO - Epoch [43][360/3757] lr: 1.000e-04, eta: 10:18:43, time: 1.161, data_time: 0.007, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9187, loss_cls: 0.9661, loss: 0.9661, grad_norm: 6.7587 2021-06-18 10:03:33,222 - mmaction - INFO - Epoch [43][380/3757] lr: 1.000e-04, eta: 10:18:18, time: 1.175, data_time: 0.236, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9094, loss_cls: 1.0150, loss: 1.0150, grad_norm: 6.5017 2021-06-18 10:03:55,704 - mmaction - INFO - Epoch [43][400/3757] lr: 1.000e-04, eta: 10:17:53, time: 1.120, data_time: 0.087, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9227, loss_cls: 0.9583, loss: 0.9583, grad_norm: 6.4186 2021-06-18 10:04:18,634 - mmaction - INFO - Epoch [43][420/3757] lr: 1.000e-04, eta: 10:17:27, time: 1.152, data_time: 0.006, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9211, loss_cls: 0.9137, loss: 0.9137, grad_norm: 6.3425 2021-06-18 10:04:41,251 - mmaction - INFO - Epoch [43][440/3757] lr: 1.000e-04, eta: 10:17:02, time: 1.131, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9219, loss_cls: 0.9188, loss: 0.9188, grad_norm: 6.3233 2021-06-18 10:05:04,268 - mmaction - INFO - Epoch [43][460/3757] lr: 1.000e-04, eta: 10:16:36, time: 1.149, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9102, loss_cls: 0.9324, loss: 0.9324, grad_norm: 6.3676 2021-06-18 10:05:26,618 - mmaction - INFO - Epoch [43][480/3757] lr: 1.000e-04, eta: 10:16:11, time: 1.119, data_time: 0.127, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9141, loss_cls: 0.9423, loss: 0.9423, grad_norm: 6.5248 2021-06-18 10:05:49,423 - mmaction - INFO - Epoch [43][500/3757] lr: 1.000e-04, eta: 10:15:45, time: 1.141, data_time: 0.217, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9341, loss: 0.9341, grad_norm: 6.2012 2021-06-18 10:06:10,938 - mmaction - INFO - Epoch [43][520/3757] lr: 1.000e-04, eta: 10:15:20, time: 1.070, data_time: 0.220, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9250, loss_cls: 0.9399, loss: 0.9399, grad_norm: 6.3033 2021-06-18 10:06:34,366 - mmaction - INFO - Epoch [43][540/3757] lr: 1.000e-04, eta: 10:14:55, time: 1.175, data_time: 0.184, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9109, loss_cls: 1.0106, loss: 1.0106, grad_norm: 6.6869 2021-06-18 10:06:56,849 - mmaction - INFO - Epoch [43][560/3757] lr: 1.000e-04, eta: 10:14:29, time: 1.119, data_time: 0.287, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9180, loss_cls: 0.9154, loss: 0.9154, grad_norm: 6.3598 2021-06-18 10:07:19,125 - mmaction - INFO - Epoch [43][580/3757] lr: 1.000e-04, eta: 10:14:04, time: 1.118, data_time: 0.021, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9258, loss_cls: 0.8723, loss: 0.8723, grad_norm: 6.3892 2021-06-18 10:07:42,490 - mmaction - INFO - Epoch [43][600/3757] lr: 1.000e-04, eta: 10:13:38, time: 1.172, data_time: 0.007, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9125, loss_cls: 1.0059, loss: 1.0059, grad_norm: 6.5111 2021-06-18 10:08:04,748 - mmaction - INFO - Epoch [43][620/3757] lr: 1.000e-04, eta: 10:13:13, time: 1.111, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9219, loss_cls: 0.9099, loss: 0.9099, grad_norm: 6.2813 2021-06-18 10:08:27,451 - mmaction - INFO - Epoch [43][640/3757] lr: 1.000e-04, eta: 10:12:47, time: 1.136, data_time: 0.003, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9211, loss_cls: 0.9983, loss: 0.9983, grad_norm: 6.6707 2021-06-18 10:08:50,715 - mmaction - INFO - Epoch [43][660/3757] lr: 1.000e-04, eta: 10:12:22, time: 1.163, data_time: 0.004, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9281, loss_cls: 0.8879, loss: 0.8879, grad_norm: 6.3623 2021-06-18 10:09:13,765 - mmaction - INFO - Epoch [43][680/3757] lr: 1.000e-04, eta: 10:11:57, time: 1.152, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9375, loss_cls: 0.8749, loss: 0.8749, grad_norm: 6.3806 2021-06-18 10:09:37,338 - mmaction - INFO - Epoch [43][700/3757] lr: 1.000e-04, eta: 10:11:31, time: 1.179, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9070, loss_cls: 1.0178, loss: 1.0178, grad_norm: 6.7487 2021-06-18 10:10:00,035 - mmaction - INFO - Epoch [43][720/3757] lr: 1.000e-04, eta: 10:11:06, time: 1.135, data_time: 0.001, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9055, loss_cls: 1.0118, loss: 1.0118, grad_norm: 6.8246 2021-06-18 10:10:23,769 - mmaction - INFO - Epoch [43][740/3757] lr: 1.000e-04, eta: 10:10:41, time: 1.184, data_time: 0.003, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9086, loss_cls: 0.9619, loss: 0.9619, grad_norm: 6.3792 2021-06-18 10:10:44,772 - mmaction - INFO - Epoch [43][760/3757] lr: 1.000e-04, eta: 10:10:15, time: 1.052, data_time: 0.004, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9016, loss_cls: 1.0404, loss: 1.0404, grad_norm: 6.6310 2021-06-18 10:11:07,736 - mmaction - INFO - Epoch [43][780/3757] lr: 1.000e-04, eta: 10:09:50, time: 1.148, data_time: 0.265, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9211, loss_cls: 0.9899, loss: 0.9899, grad_norm: 6.7150 2021-06-18 10:11:31,488 - mmaction - INFO - Epoch [43][800/3757] lr: 1.000e-04, eta: 10:09:24, time: 1.184, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9078, loss_cls: 1.0013, loss: 1.0013, grad_norm: 6.5615 2021-06-18 10:11:52,783 - mmaction - INFO - Epoch [43][820/3757] lr: 1.000e-04, eta: 10:08:59, time: 1.068, data_time: 0.018, memory: 7080, top1_acc: 0.7430, top5_acc: 0.8953, loss_cls: 1.0174, loss: 1.0174, grad_norm: 6.5921 2021-06-18 10:12:16,442 - mmaction - INFO - Epoch [43][840/3757] lr: 1.000e-04, eta: 10:08:33, time: 1.181, data_time: 0.006, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9250, loss_cls: 0.8981, loss: 0.8981, grad_norm: 6.4044 2021-06-18 10:12:38,155 - mmaction - INFO - Epoch [43][860/3757] lr: 1.000e-04, eta: 10:08:08, time: 1.088, data_time: 0.049, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9148, loss_cls: 1.0068, loss: 1.0068, grad_norm: 6.7742 2021-06-18 10:13:01,579 - mmaction - INFO - Epoch [43][880/3757] lr: 1.000e-04, eta: 10:07:43, time: 1.170, data_time: 0.204, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9016, loss_cls: 0.9908, loss: 0.9908, grad_norm: 6.5403 2021-06-18 10:13:23,701 - mmaction - INFO - Epoch [43][900/3757] lr: 1.000e-04, eta: 10:07:17, time: 1.107, data_time: 0.205, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9086, loss_cls: 1.0500, loss: 1.0500, grad_norm: 6.8212 2021-06-18 10:13:46,879 - mmaction - INFO - Epoch [43][920/3757] lr: 1.000e-04, eta: 10:06:52, time: 1.155, data_time: 0.074, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9109, loss_cls: 0.9979, loss: 0.9979, grad_norm: 6.6051 2021-06-18 10:14:08,255 - mmaction - INFO - Epoch [43][940/3757] lr: 1.000e-04, eta: 10:06:26, time: 1.072, data_time: 0.078, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9234, loss_cls: 0.9444, loss: 0.9444, grad_norm: 6.3791 2021-06-18 10:14:32,027 - mmaction - INFO - Epoch [43][960/3757] lr: 1.000e-04, eta: 10:06:01, time: 1.189, data_time: 0.225, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9109, loss_cls: 1.0056, loss: 1.0056, grad_norm: 6.5182 2021-06-18 10:14:54,803 - mmaction - INFO - Epoch [43][980/3757] lr: 1.000e-04, eta: 10:05:35, time: 1.138, data_time: 0.003, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9211, loss_cls: 0.9135, loss: 0.9135, grad_norm: 6.4204 2021-06-18 10:15:17,359 - mmaction - INFO - Epoch [43][1000/3757] lr: 1.000e-04, eta: 10:05:10, time: 1.126, data_time: 0.003, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9117, loss_cls: 0.9563, loss: 0.9563, grad_norm: 6.6410 2021-06-18 10:15:39,662 - mmaction - INFO - Epoch [43][1020/3757] lr: 1.000e-04, eta: 10:04:45, time: 1.117, data_time: 0.006, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9273, loss_cls: 0.9628, loss: 0.9628, grad_norm: 6.4974 2021-06-18 10:16:01,863 - mmaction - INFO - Epoch [43][1040/3757] lr: 1.000e-04, eta: 10:04:19, time: 1.112, data_time: 0.075, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9219, loss_cls: 0.8850, loss: 0.8850, grad_norm: 6.3921 2021-06-18 10:16:24,306 - mmaction - INFO - Epoch [43][1060/3757] lr: 1.000e-04, eta: 10:03:54, time: 1.122, data_time: 0.002, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9273, loss_cls: 0.8938, loss: 0.8938, grad_norm: 6.2486 2021-06-18 10:16:47,746 - mmaction - INFO - Epoch [43][1080/3757] lr: 1.000e-04, eta: 10:03:28, time: 1.172, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9266, loss_cls: 0.9312, loss: 0.9312, grad_norm: 6.6179 2021-06-18 10:17:10,890 - mmaction - INFO - Epoch [43][1100/3757] lr: 1.000e-04, eta: 10:03:03, time: 1.157, data_time: 0.004, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9211, loss_cls: 0.9166, loss: 0.9166, grad_norm: 6.4323 2021-06-18 10:17:33,208 - mmaction - INFO - Epoch [43][1120/3757] lr: 1.000e-04, eta: 10:02:37, time: 1.116, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9187, loss_cls: 0.8994, loss: 0.8994, grad_norm: 6.3896 2021-06-18 10:17:56,343 - mmaction - INFO - Epoch [43][1140/3757] lr: 1.000e-04, eta: 10:02:12, time: 1.155, data_time: 0.003, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9156, loss_cls: 0.9721, loss: 0.9721, grad_norm: 6.5139 2021-06-18 10:18:19,375 - mmaction - INFO - Epoch [43][1160/3757] lr: 1.000e-04, eta: 10:01:47, time: 1.153, data_time: 0.149, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9250, loss_cls: 0.9616, loss: 0.9616, grad_norm: 6.5785 2021-06-18 10:18:42,618 - mmaction - INFO - Epoch [43][1180/3757] lr: 1.000e-04, eta: 10:01:22, time: 1.162, data_time: 0.050, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9016, loss_cls: 1.0315, loss: 1.0315, grad_norm: 6.6617 2021-06-18 10:19:05,172 - mmaction - INFO - Epoch [43][1200/3757] lr: 1.000e-04, eta: 10:00:56, time: 1.128, data_time: 0.278, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0296, loss: 1.0296, grad_norm: 6.5396 2021-06-18 10:19:29,111 - mmaction - INFO - Epoch [43][1220/3757] lr: 1.000e-04, eta: 10:00:31, time: 1.197, data_time: 0.139, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9125, loss_cls: 1.0024, loss: 1.0024, grad_norm: 6.6500 2021-06-18 10:19:51,540 - mmaction - INFO - Epoch [43][1240/3757] lr: 1.000e-04, eta: 10:00:05, time: 1.121, data_time: 0.253, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9141, loss_cls: 1.0044, loss: 1.0044, grad_norm: 6.6551 2021-06-18 10:20:13,809 - mmaction - INFO - Epoch [43][1260/3757] lr: 1.000e-04, eta: 9:59:40, time: 1.113, data_time: 0.217, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9023, loss_cls: 1.0132, loss: 1.0132, grad_norm: 6.7841 2021-06-18 10:20:36,714 - mmaction - INFO - Epoch [43][1280/3757] lr: 1.000e-04, eta: 9:59:15, time: 1.146, data_time: 0.324, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9086, loss_cls: 1.0128, loss: 1.0128, grad_norm: 6.7065 2021-06-18 10:20:58,857 - mmaction - INFO - Epoch [43][1300/3757] lr: 1.000e-04, eta: 9:58:49, time: 1.108, data_time: 0.134, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9133, loss_cls: 1.0145, loss: 1.0145, grad_norm: 6.7739 2021-06-18 10:21:21,319 - mmaction - INFO - Epoch [43][1320/3757] lr: 1.000e-04, eta: 9:58:24, time: 1.121, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9164, loss_cls: 0.9860, loss: 0.9860, grad_norm: 6.7729 2021-06-18 10:21:44,251 - mmaction - INFO - Epoch [43][1340/3757] lr: 1.000e-04, eta: 9:57:58, time: 1.149, data_time: 0.041, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9195, loss_cls: 0.9570, loss: 0.9570, grad_norm: 6.5717 2021-06-18 10:22:05,896 - mmaction - INFO - Epoch [43][1360/3757] lr: 1.000e-04, eta: 9:57:33, time: 1.081, data_time: 0.114, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9109, loss_cls: 1.0091, loss: 1.0091, grad_norm: 6.7568 2021-06-18 10:22:29,495 - mmaction - INFO - Epoch [43][1380/3757] lr: 1.000e-04, eta: 9:57:07, time: 1.181, data_time: 0.071, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0637, loss: 1.0637, grad_norm: 6.9299 2021-06-18 10:22:52,754 - mmaction - INFO - Epoch [43][1400/3757] lr: 1.000e-04, eta: 9:56:42, time: 1.162, data_time: 0.071, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9062, loss_cls: 1.0155, loss: 1.0155, grad_norm: 6.3983 2021-06-18 10:23:16,368 - mmaction - INFO - Epoch [43][1420/3757] lr: 1.000e-04, eta: 9:56:17, time: 1.179, data_time: 0.282, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 0.9478, loss: 0.9478, grad_norm: 6.4900 2021-06-18 10:23:39,201 - mmaction - INFO - Epoch [43][1440/3757] lr: 1.000e-04, eta: 9:55:52, time: 1.141, data_time: 0.025, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9031, loss_cls: 1.0090, loss: 1.0090, grad_norm: 6.7249 2021-06-18 10:24:00,903 - mmaction - INFO - Epoch [43][1460/3757] lr: 1.000e-04, eta: 9:55:26, time: 1.086, data_time: 0.031, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9102, loss_cls: 0.9776, loss: 0.9776, grad_norm: 6.5877 2021-06-18 10:24:23,152 - mmaction - INFO - Epoch [43][1480/3757] lr: 1.000e-04, eta: 9:55:00, time: 1.113, data_time: 0.177, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9039, loss_cls: 1.0144, loss: 1.0144, grad_norm: 6.6582 2021-06-18 10:24:46,219 - mmaction - INFO - Epoch [43][1500/3757] lr: 1.000e-04, eta: 9:54:35, time: 1.154, data_time: 0.004, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9078, loss_cls: 0.9898, loss: 0.9898, grad_norm: 6.5032 2021-06-18 10:25:09,413 - mmaction - INFO - Epoch [43][1520/3757] lr: 1.000e-04, eta: 9:54:10, time: 1.160, data_time: 0.011, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9187, loss_cls: 0.9622, loss: 0.9622, grad_norm: 6.6066 2021-06-18 10:25:33,221 - mmaction - INFO - Epoch [43][1540/3757] lr: 1.000e-04, eta: 9:53:45, time: 1.190, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9242, loss_cls: 0.9031, loss: 0.9031, grad_norm: 6.3909 2021-06-18 10:25:54,026 - mmaction - INFO - Epoch [43][1560/3757] lr: 1.000e-04, eta: 9:53:19, time: 1.039, data_time: 0.050, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9156, loss_cls: 0.9275, loss: 0.9275, grad_norm: 6.4227 2021-06-18 10:26:16,045 - mmaction - INFO - Epoch [43][1580/3757] lr: 1.000e-04, eta: 9:52:53, time: 1.101, data_time: 0.069, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.9123, loss: 0.9123, grad_norm: 6.3340 2021-06-18 10:26:39,200 - mmaction - INFO - Epoch [43][1600/3757] lr: 1.000e-04, eta: 9:52:28, time: 1.158, data_time: 0.105, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9047, loss_cls: 0.9859, loss: 0.9859, grad_norm: 6.6238 2021-06-18 10:27:02,278 - mmaction - INFO - Epoch [43][1620/3757] lr: 1.000e-04, eta: 9:52:03, time: 1.151, data_time: 0.212, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9109, loss_cls: 0.9771, loss: 0.9771, grad_norm: 6.4877 2021-06-18 10:27:26,357 - mmaction - INFO - Epoch [43][1640/3757] lr: 1.000e-04, eta: 9:51:38, time: 1.206, data_time: 0.269, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9078, loss_cls: 0.9818, loss: 0.9818, grad_norm: 6.7785 2021-06-18 10:27:50,269 - mmaction - INFO - Epoch [43][1660/3757] lr: 1.000e-04, eta: 9:51:12, time: 1.197, data_time: 0.269, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9117, loss_cls: 0.9972, loss: 0.9972, grad_norm: 6.6928 2021-06-18 10:28:12,853 - mmaction - INFO - Epoch [43][1680/3757] lr: 1.000e-04, eta: 9:50:47, time: 1.126, data_time: 0.001, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9203, loss_cls: 0.9184, loss: 0.9184, grad_norm: 6.5528 2021-06-18 10:28:33,907 - mmaction - INFO - Epoch [43][1700/3757] lr: 1.000e-04, eta: 9:50:21, time: 1.055, data_time: 0.048, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8969, loss_cls: 1.1058, loss: 1.1058, grad_norm: 7.0897 2021-06-18 10:28:56,340 - mmaction - INFO - Epoch [43][1720/3757] lr: 1.000e-04, eta: 9:49:56, time: 1.121, data_time: 0.277, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9250, loss_cls: 0.9397, loss: 0.9397, grad_norm: 6.5303 2021-06-18 10:29:20,559 - mmaction - INFO - Epoch [43][1740/3757] lr: 1.000e-04, eta: 9:49:31, time: 1.213, data_time: 0.413, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9125, loss_cls: 0.9760, loss: 0.9760, grad_norm: 6.4282 2021-06-18 10:29:42,289 - mmaction - INFO - Epoch [43][1760/3757] lr: 1.000e-04, eta: 9:49:05, time: 1.084, data_time: 0.102, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9070, loss_cls: 0.9904, loss: 0.9904, grad_norm: 6.4696 2021-06-18 10:30:05,523 - mmaction - INFO - Epoch [43][1780/3757] lr: 1.000e-04, eta: 9:48:40, time: 1.161, data_time: 0.268, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9023, loss_cls: 1.0838, loss: 1.0838, grad_norm: 6.7785 2021-06-18 10:30:28,525 - mmaction - INFO - Epoch [43][1800/3757] lr: 1.000e-04, eta: 9:48:15, time: 1.152, data_time: 0.181, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9148, loss_cls: 0.9608, loss: 0.9608, grad_norm: 6.6470 2021-06-18 10:30:51,324 - mmaction - INFO - Epoch [43][1820/3757] lr: 1.000e-04, eta: 9:47:49, time: 1.140, data_time: 0.016, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9039, loss_cls: 1.0445, loss: 1.0445, grad_norm: 6.6518 2021-06-18 10:31:14,881 - mmaction - INFO - Epoch [43][1840/3757] lr: 1.000e-04, eta: 9:47:24, time: 1.179, data_time: 0.005, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9117, loss_cls: 1.0177, loss: 1.0177, grad_norm: 6.6129 2021-06-18 10:31:36,488 - mmaction - INFO - Epoch [43][1860/3757] lr: 1.000e-04, eta: 9:46:58, time: 1.080, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9148, loss_cls: 0.9482, loss: 0.9482, grad_norm: 6.3818 2021-06-18 10:31:59,768 - mmaction - INFO - Epoch [43][1880/3757] lr: 1.000e-04, eta: 9:46:33, time: 1.164, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9164, loss_cls: 0.9708, loss: 0.9708, grad_norm: 6.5707 2021-06-18 10:32:22,611 - mmaction - INFO - Epoch [43][1900/3757] lr: 1.000e-04, eta: 9:46:08, time: 1.140, data_time: 0.112, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.0642, loss: 1.0642, grad_norm: 6.9593 2021-06-18 10:32:45,713 - mmaction - INFO - Epoch [43][1920/3757] lr: 1.000e-04, eta: 9:45:42, time: 1.157, data_time: 0.039, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9281, loss_cls: 0.9071, loss: 0.9071, grad_norm: 6.2572 2021-06-18 10:33:09,247 - mmaction - INFO - Epoch [43][1940/3757] lr: 1.000e-04, eta: 9:45:17, time: 1.176, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9102, loss_cls: 0.9739, loss: 0.9739, grad_norm: 6.6326 2021-06-18 10:33:31,453 - mmaction - INFO - Epoch [43][1960/3757] lr: 1.000e-04, eta: 9:44:52, time: 1.110, data_time: 0.069, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9055, loss_cls: 1.0111, loss: 1.0111, grad_norm: 6.5234 2021-06-18 10:33:54,061 - mmaction - INFO - Epoch [43][1980/3757] lr: 1.000e-04, eta: 9:44:26, time: 1.124, data_time: 0.096, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9164, loss_cls: 0.9729, loss: 0.9729, grad_norm: 6.5124 2021-06-18 10:34:18,211 - mmaction - INFO - Epoch [43][2000/3757] lr: 1.000e-04, eta: 9:44:01, time: 1.216, data_time: 0.054, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9125, loss_cls: 0.9819, loss: 0.9819, grad_norm: 6.6845 2021-06-18 10:34:40,373 - mmaction - INFO - Epoch [43][2020/3757] lr: 1.000e-04, eta: 9:43:36, time: 1.109, data_time: 0.072, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9109, loss_cls: 1.0099, loss: 1.0099, grad_norm: 6.7420 2021-06-18 10:35:02,712 - mmaction - INFO - Epoch [43][2040/3757] lr: 1.000e-04, eta: 9:43:10, time: 1.117, data_time: 0.243, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9117, loss_cls: 0.9584, loss: 0.9584, grad_norm: 6.4208 2021-06-18 10:35:26,414 - mmaction - INFO - Epoch [43][2060/3757] lr: 1.000e-04, eta: 9:42:45, time: 1.185, data_time: 0.077, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9227, loss_cls: 0.9118, loss: 0.9118, grad_norm: 6.3603 2021-06-18 10:35:49,285 - mmaction - INFO - Epoch [43][2080/3757] lr: 1.000e-04, eta: 9:42:20, time: 1.142, data_time: 0.049, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9031, loss_cls: 1.0099, loss: 1.0099, grad_norm: 6.4941 2021-06-18 10:36:11,277 - mmaction - INFO - Epoch [43][2100/3757] lr: 1.000e-04, eta: 9:41:54, time: 1.101, data_time: 0.049, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9172, loss_cls: 0.9391, loss: 0.9391, grad_norm: 6.2774 2021-06-18 10:36:34,058 - mmaction - INFO - Epoch [43][2120/3757] lr: 1.000e-04, eta: 9:41:29, time: 1.139, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9031, loss_cls: 0.9805, loss: 0.9805, grad_norm: 6.5741 2021-06-18 10:36:55,847 - mmaction - INFO - Epoch [43][2140/3757] lr: 1.000e-04, eta: 9:41:03, time: 1.087, data_time: 0.013, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9187, loss_cls: 0.9858, loss: 0.9858, grad_norm: 6.8381 2021-06-18 10:37:18,500 - mmaction - INFO - Epoch [43][2160/3757] lr: 1.000e-04, eta: 9:40:38, time: 1.134, data_time: 0.044, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9102, loss_cls: 0.9841, loss: 0.9841, grad_norm: 6.5149 2021-06-18 10:37:41,564 - mmaction - INFO - Epoch [43][2180/3757] lr: 1.000e-04, eta: 9:40:13, time: 1.151, data_time: 0.038, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 0.9953, loss: 0.9953, grad_norm: 6.3810 2021-06-18 10:38:04,613 - mmaction - INFO - Epoch [43][2200/3757] lr: 1.000e-04, eta: 9:39:47, time: 1.154, data_time: 0.224, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9109, loss_cls: 1.0337, loss: 1.0337, grad_norm: 6.7487 2021-06-18 10:38:27,081 - mmaction - INFO - Epoch [43][2220/3757] lr: 1.000e-04, eta: 9:39:22, time: 1.123, data_time: 0.316, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9517, loss: 0.9517, grad_norm: 6.4780 2021-06-18 10:38:50,168 - mmaction - INFO - Epoch [43][2240/3757] lr: 1.000e-04, eta: 9:38:57, time: 1.155, data_time: 0.100, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9078, loss_cls: 0.9486, loss: 0.9486, grad_norm: 6.5883 2021-06-18 10:39:12,675 - mmaction - INFO - Epoch [43][2260/3757] lr: 1.000e-04, eta: 9:38:31, time: 1.123, data_time: 0.096, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9141, loss_cls: 0.9550, loss: 0.9550, grad_norm: 6.4887 2021-06-18 10:39:34,549 - mmaction - INFO - Epoch [43][2280/3757] lr: 1.000e-04, eta: 9:38:06, time: 1.096, data_time: 0.355, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9156, loss_cls: 0.9515, loss: 0.9515, grad_norm: 6.4169 2021-06-18 10:39:57,611 - mmaction - INFO - Epoch [43][2300/3757] lr: 1.000e-04, eta: 9:37:40, time: 1.153, data_time: 0.447, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9250, loss_cls: 0.9358, loss: 0.9358, grad_norm: 6.3894 2021-06-18 10:40:21,365 - mmaction - INFO - Epoch [43][2320/3757] lr: 1.000e-04, eta: 9:37:15, time: 1.188, data_time: 0.206, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9133, loss_cls: 0.9989, loss: 0.9989, grad_norm: 6.7631 2021-06-18 10:40:45,464 - mmaction - INFO - Epoch [43][2340/3757] lr: 1.000e-04, eta: 9:36:50, time: 1.205, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9297, loss_cls: 0.8945, loss: 0.8945, grad_norm: 6.3243 2021-06-18 10:41:06,346 - mmaction - INFO - Epoch [43][2360/3757] lr: 1.000e-04, eta: 9:36:24, time: 1.044, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9211, loss_cls: 0.9453, loss: 0.9453, grad_norm: 6.5345 2021-06-18 10:41:29,804 - mmaction - INFO - Epoch [43][2380/3757] lr: 1.000e-04, eta: 9:35:59, time: 1.172, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9070, loss_cls: 0.9611, loss: 0.9611, grad_norm: 6.4837 2021-06-18 10:41:54,335 - mmaction - INFO - Epoch [43][2400/3757] lr: 1.000e-04, eta: 9:35:34, time: 1.225, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9211, loss_cls: 0.9057, loss: 0.9057, grad_norm: 6.1719 2021-06-18 10:42:17,272 - mmaction - INFO - Epoch [43][2420/3757] lr: 1.000e-04, eta: 9:35:09, time: 1.148, data_time: 0.006, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9211, loss_cls: 0.9369, loss: 0.9369, grad_norm: 6.4602 2021-06-18 10:42:39,265 - mmaction - INFO - Epoch [43][2440/3757] lr: 1.000e-04, eta: 9:34:43, time: 1.101, data_time: 0.053, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9078, loss_cls: 0.9902, loss: 0.9902, grad_norm: 6.5111 2021-06-18 10:43:01,184 - mmaction - INFO - Epoch [43][2460/3757] lr: 1.000e-04, eta: 9:34:18, time: 1.094, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9211, loss_cls: 0.9632, loss: 0.9632, grad_norm: 6.6861 2021-06-18 10:43:24,049 - mmaction - INFO - Epoch [43][2480/3757] lr: 1.000e-04, eta: 9:33:52, time: 1.144, data_time: 0.263, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9227, loss_cls: 0.9205, loss: 0.9205, grad_norm: 6.3677 2021-06-18 10:43:47,870 - mmaction - INFO - Epoch [43][2500/3757] lr: 1.000e-04, eta: 9:33:27, time: 1.192, data_time: 0.092, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9164, loss_cls: 0.9994, loss: 0.9994, grad_norm: 6.4329 2021-06-18 10:44:11,915 - mmaction - INFO - Epoch [43][2520/3757] lr: 1.000e-04, eta: 9:33:02, time: 1.200, data_time: 0.102, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9039, loss_cls: 1.0123, loss: 1.0123, grad_norm: 6.4646 2021-06-18 10:44:33,565 - mmaction - INFO - Epoch [43][2540/3757] lr: 1.000e-04, eta: 9:32:37, time: 1.083, data_time: 0.006, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9039, loss_cls: 1.0706, loss: 1.0706, grad_norm: 6.8335 2021-06-18 10:44:56,359 - mmaction - INFO - Epoch [43][2560/3757] lr: 1.000e-04, eta: 9:32:11, time: 1.141, data_time: 0.067, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9125, loss_cls: 0.9843, loss: 0.9843, grad_norm: 6.5725 2021-06-18 10:45:20,277 - mmaction - INFO - Epoch [43][2580/3757] lr: 1.000e-04, eta: 9:31:46, time: 1.196, data_time: 0.089, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9164, loss_cls: 0.9374, loss: 0.9374, grad_norm: 6.5550 2021-06-18 10:45:41,907 - mmaction - INFO - Epoch [43][2600/3757] lr: 1.000e-04, eta: 9:31:21, time: 1.081, data_time: 0.177, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9187, loss_cls: 0.9244, loss: 0.9244, grad_norm: 6.3774 2021-06-18 10:46:04,263 - mmaction - INFO - Epoch [43][2620/3757] lr: 1.000e-04, eta: 9:30:55, time: 1.119, data_time: 0.023, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9164, loss_cls: 0.9286, loss: 0.9286, grad_norm: 6.4456 2021-06-18 10:46:28,157 - mmaction - INFO - Epoch [43][2640/3757] lr: 1.000e-04, eta: 9:30:30, time: 1.192, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9164, loss_cls: 0.9481, loss: 0.9481, grad_norm: 6.6227 2021-06-18 10:46:51,383 - mmaction - INFO - Epoch [43][2660/3757] lr: 1.000e-04, eta: 9:30:05, time: 1.162, data_time: 0.004, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9234, loss_cls: 0.9165, loss: 0.9165, grad_norm: 6.3991 2021-06-18 10:47:13,173 - mmaction - INFO - Epoch [43][2680/3757] lr: 1.000e-04, eta: 9:29:39, time: 1.092, data_time: 0.033, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9102, loss_cls: 0.9709, loss: 0.9709, grad_norm: 6.4973 2021-06-18 10:47:36,669 - mmaction - INFO - Epoch [43][2700/3757] lr: 1.000e-04, eta: 9:29:14, time: 1.172, data_time: 0.105, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9125, loss_cls: 0.9408, loss: 0.9408, grad_norm: 6.4457 2021-06-18 10:47:58,800 - mmaction - INFO - Epoch [43][2720/3757] lr: 1.000e-04, eta: 9:28:49, time: 1.109, data_time: 0.106, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9180, loss_cls: 0.9755, loss: 0.9755, grad_norm: 6.5005 2021-06-18 10:48:21,671 - mmaction - INFO - Epoch [43][2740/3757] lr: 1.000e-04, eta: 9:28:23, time: 1.144, data_time: 0.062, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9164, loss_cls: 0.9282, loss: 0.9282, grad_norm: 6.2836 2021-06-18 10:48:44,097 - mmaction - INFO - Epoch [43][2760/3757] lr: 1.000e-04, eta: 9:27:58, time: 1.119, data_time: 0.160, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9156, loss_cls: 0.9524, loss: 0.9524, grad_norm: 6.4599 2021-06-18 10:49:06,411 - mmaction - INFO - Epoch [43][2780/3757] lr: 1.000e-04, eta: 9:27:32, time: 1.113, data_time: 0.228, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9211, loss_cls: 0.9379, loss: 0.9379, grad_norm: 6.5813 2021-06-18 10:49:28,602 - mmaction - INFO - Epoch [43][2800/3757] lr: 1.000e-04, eta: 9:27:07, time: 1.114, data_time: 0.112, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9211, loss_cls: 0.8848, loss: 0.8848, grad_norm: 6.3160 2021-06-18 10:49:51,977 - mmaction - INFO - Epoch [43][2820/3757] lr: 1.000e-04, eta: 9:26:42, time: 1.169, data_time: 0.011, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9172, loss_cls: 0.9419, loss: 0.9419, grad_norm: 6.2479 2021-06-18 10:50:14,754 - mmaction - INFO - Epoch [43][2840/3757] lr: 1.000e-04, eta: 9:26:16, time: 1.138, data_time: 0.001, memory: 7080, top1_acc: 0.7406, top5_acc: 0.8977, loss_cls: 1.0303, loss: 1.0303, grad_norm: 6.4173 2021-06-18 10:50:37,800 - mmaction - INFO - Epoch [43][2860/3757] lr: 1.000e-04, eta: 9:25:51, time: 1.153, data_time: 0.005, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9227, loss_cls: 0.9281, loss: 0.9281, grad_norm: 6.5180 2021-06-18 10:51:01,085 - mmaction - INFO - Epoch [43][2880/3757] lr: 1.000e-04, eta: 9:25:26, time: 1.165, data_time: 0.003, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9070, loss_cls: 0.9963, loss: 0.9963, grad_norm: 6.7676 2021-06-18 10:51:23,781 - mmaction - INFO - Epoch [43][2900/3757] lr: 1.000e-04, eta: 9:25:00, time: 1.133, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9227, loss_cls: 0.9030, loss: 0.9030, grad_norm: 6.3208 2021-06-18 10:51:47,828 - mmaction - INFO - Epoch [43][2920/3757] lr: 1.000e-04, eta: 9:24:35, time: 1.204, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9094, loss_cls: 0.9622, loss: 0.9622, grad_norm: 6.4188 2021-06-18 10:52:10,150 - mmaction - INFO - Epoch [43][2940/3757] lr: 1.000e-04, eta: 9:24:10, time: 1.116, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9297, loss_cls: 0.9189, loss: 0.9189, grad_norm: 6.4099 2021-06-18 10:52:32,186 - mmaction - INFO - Epoch [43][2960/3757] lr: 1.000e-04, eta: 9:23:44, time: 1.101, data_time: 0.001, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9250, loss_cls: 0.8700, loss: 0.8700, grad_norm: 6.4746 2021-06-18 10:52:55,784 - mmaction - INFO - Epoch [43][2980/3757] lr: 1.000e-04, eta: 9:23:19, time: 1.180, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9219, loss_cls: 0.9216, loss: 0.9216, grad_norm: 6.5195 2021-06-18 10:53:18,798 - mmaction - INFO - Epoch [43][3000/3757] lr: 1.000e-04, eta: 9:22:54, time: 1.151, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9078, loss_cls: 0.9781, loss: 0.9781, grad_norm: 6.6331 2021-06-18 10:53:42,144 - mmaction - INFO - Epoch [43][3020/3757] lr: 1.000e-04, eta: 9:22:29, time: 1.167, data_time: 0.043, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9133, loss_cls: 0.9920, loss: 0.9920, grad_norm: 6.3763 2021-06-18 10:54:05,560 - mmaction - INFO - Epoch [43][3040/3757] lr: 1.000e-04, eta: 9:22:04, time: 1.171, data_time: 0.044, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9047, loss_cls: 1.0468, loss: 1.0468, grad_norm: 6.7588 2021-06-18 10:54:27,691 - mmaction - INFO - Epoch [43][3060/3757] lr: 1.000e-04, eta: 9:21:38, time: 1.106, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9195, loss_cls: 0.9622, loss: 0.9622, grad_norm: 6.6818 2021-06-18 10:54:50,333 - mmaction - INFO - Epoch [43][3080/3757] lr: 1.000e-04, eta: 9:21:13, time: 1.132, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9078, loss_cls: 1.0001, loss: 1.0001, grad_norm: 6.5106 2021-06-18 10:55:13,964 - mmaction - INFO - Epoch [43][3100/3757] lr: 1.000e-04, eta: 9:20:48, time: 1.182, data_time: 0.003, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9125, loss_cls: 0.9487, loss: 0.9487, grad_norm: 6.4646 2021-06-18 10:55:35,854 - mmaction - INFO - Epoch [43][3120/3757] lr: 1.000e-04, eta: 9:20:22, time: 1.095, data_time: 0.046, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9156, loss_cls: 0.9205, loss: 0.9205, grad_norm: 6.5609 2021-06-18 10:55:58,439 - mmaction - INFO - Epoch [43][3140/3757] lr: 1.000e-04, eta: 9:19:57, time: 1.129, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9211, loss_cls: 0.9392, loss: 0.9392, grad_norm: 6.6868 2021-06-18 10:56:22,091 - mmaction - INFO - Epoch [43][3160/3757] lr: 1.000e-04, eta: 9:19:32, time: 1.181, data_time: 0.222, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9172, loss_cls: 0.9288, loss: 0.9288, grad_norm: 6.4180 2021-06-18 10:56:44,322 - mmaction - INFO - Epoch [43][3180/3757] lr: 1.000e-04, eta: 9:19:06, time: 1.113, data_time: 0.220, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9117, loss_cls: 0.9648, loss: 0.9648, grad_norm: 6.7746 2021-06-18 10:57:06,265 - mmaction - INFO - Epoch [43][3200/3757] lr: 1.000e-04, eta: 9:18:41, time: 1.097, data_time: 0.124, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9094, loss_cls: 0.9250, loss: 0.9250, grad_norm: 6.3360 2021-06-18 10:57:29,518 - mmaction - INFO - Epoch [43][3220/3757] lr: 1.000e-04, eta: 9:18:15, time: 1.163, data_time: 0.122, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9242, loss_cls: 0.8850, loss: 0.8850, grad_norm: 6.3014 2021-06-18 10:57:52,382 - mmaction - INFO - Epoch [43][3240/3757] lr: 1.000e-04, eta: 9:17:50, time: 1.143, data_time: 0.083, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9047, loss_cls: 1.0222, loss: 1.0222, grad_norm: 6.6321 2021-06-18 10:58:14,965 - mmaction - INFO - Epoch [43][3260/3757] lr: 1.000e-04, eta: 9:17:25, time: 1.129, data_time: 0.041, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9258, loss_cls: 0.8963, loss: 0.8963, grad_norm: 6.3506 2021-06-18 10:58:37,995 - mmaction - INFO - Epoch [43][3280/3757] lr: 1.000e-04, eta: 9:16:59, time: 1.152, data_time: 0.003, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9172, loss_cls: 0.9830, loss: 0.9830, grad_norm: 6.7124 2021-06-18 10:59:00,959 - mmaction - INFO - Epoch [43][3300/3757] lr: 1.000e-04, eta: 9:16:34, time: 1.148, data_time: 0.082, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9219, loss_cls: 0.9115, loss: 0.9115, grad_norm: 6.4174 2021-06-18 10:59:24,085 - mmaction - INFO - Epoch [43][3320/3757] lr: 1.000e-04, eta: 9:16:09, time: 1.156, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9180, loss_cls: 0.9193, loss: 0.9193, grad_norm: 6.3425 2021-06-18 10:59:48,171 - mmaction - INFO - Epoch [43][3340/3757] lr: 1.000e-04, eta: 9:15:44, time: 1.205, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9156, loss_cls: 0.9935, loss: 0.9935, grad_norm: 6.6828 2021-06-18 11:00:10,730 - mmaction - INFO - Epoch [43][3360/3757] lr: 1.000e-04, eta: 9:15:18, time: 1.127, data_time: 0.004, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9094, loss_cls: 0.9871, loss: 0.9871, grad_norm: 6.6164 2021-06-18 11:00:33,498 - mmaction - INFO - Epoch [43][3380/3757] lr: 1.000e-04, eta: 9:14:53, time: 1.138, data_time: 0.077, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9109, loss_cls: 0.9625, loss: 0.9625, grad_norm: 6.6363 2021-06-18 11:00:56,370 - mmaction - INFO - Epoch [43][3400/3757] lr: 1.000e-04, eta: 9:14:28, time: 1.145, data_time: 0.202, memory: 7080, top1_acc: 0.7188, top5_acc: 0.8992, loss_cls: 1.0357, loss: 1.0357, grad_norm: 6.8944 2021-06-18 11:01:19,527 - mmaction - INFO - Epoch [43][3420/3757] lr: 1.000e-04, eta: 9:14:03, time: 1.158, data_time: 0.002, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9141, loss_cls: 1.0258, loss: 1.0258, grad_norm: 6.9754 2021-06-18 11:01:40,834 - mmaction - INFO - Epoch [43][3440/3757] lr: 1.000e-04, eta: 9:13:37, time: 1.064, data_time: 0.013, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9125, loss_cls: 0.9440, loss: 0.9440, grad_norm: 6.6813 2021-06-18 11:02:03,816 - mmaction - INFO - Epoch [43][3460/3757] lr: 1.000e-04, eta: 9:13:12, time: 1.149, data_time: 0.061, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9062, loss_cls: 1.0094, loss: 1.0094, grad_norm: 6.7782 2021-06-18 11:02:27,389 - mmaction - INFO - Epoch [43][3480/3757] lr: 1.000e-04, eta: 9:12:46, time: 1.179, data_time: 0.193, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9148, loss_cls: 0.9482, loss: 0.9482, grad_norm: 6.4822 2021-06-18 11:02:49,933 - mmaction - INFO - Epoch [43][3500/3757] lr: 1.000e-04, eta: 9:12:21, time: 1.127, data_time: 0.178, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9148, loss_cls: 0.9427, loss: 0.9427, grad_norm: 6.4613 2021-06-18 11:03:13,651 - mmaction - INFO - Epoch [43][3520/3757] lr: 1.000e-04, eta: 9:11:56, time: 1.185, data_time: 0.261, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9008, loss_cls: 1.0112, loss: 1.0112, grad_norm: 6.3906 2021-06-18 11:03:35,764 - mmaction - INFO - Epoch [43][3540/3757] lr: 1.000e-04, eta: 9:11:31, time: 1.105, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9156, loss_cls: 0.9665, loss: 0.9665, grad_norm: 6.6206 2021-06-18 11:03:57,736 - mmaction - INFO - Epoch [43][3560/3757] lr: 1.000e-04, eta: 9:11:05, time: 1.100, data_time: 0.019, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9016, loss_cls: 1.0089, loss: 1.0089, grad_norm: 6.7145 2021-06-18 11:04:21,750 - mmaction - INFO - Epoch [43][3580/3757] lr: 1.000e-04, eta: 9:10:40, time: 1.201, data_time: 0.002, memory: 7080, top1_acc: 0.7359, top5_acc: 0.8922, loss_cls: 1.0523, loss: 1.0523, grad_norm: 6.7579 2021-06-18 11:04:44,914 - mmaction - INFO - Epoch [43][3600/3757] lr: 1.000e-04, eta: 9:10:15, time: 1.158, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9133, loss_cls: 0.9249, loss: 0.9249, grad_norm: 6.4556 2021-06-18 11:05:09,230 - mmaction - INFO - Epoch [43][3620/3757] lr: 1.000e-04, eta: 9:09:50, time: 1.216, data_time: 0.003, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9203, loss_cls: 0.9635, loss: 0.9635, grad_norm: 6.5459 2021-06-18 11:05:33,760 - mmaction - INFO - Epoch [43][3640/3757] lr: 1.000e-04, eta: 9:09:25, time: 1.226, data_time: 0.048, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9172, loss_cls: 0.9183, loss: 0.9183, grad_norm: 6.6152 2021-06-18 11:05:55,641 - mmaction - INFO - Epoch [43][3660/3757] lr: 1.000e-04, eta: 9:08:59, time: 1.093, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9117, loss_cls: 0.9607, loss: 0.9607, grad_norm: 6.4679 2021-06-18 11:06:17,710 - mmaction - INFO - Epoch [43][3680/3757] lr: 1.000e-04, eta: 9:08:34, time: 1.104, data_time: 0.003, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9070, loss_cls: 1.0211, loss: 1.0211, grad_norm: 6.8675 2021-06-18 11:06:40,399 - mmaction - INFO - Epoch [43][3700/3757] lr: 1.000e-04, eta: 9:08:08, time: 1.136, data_time: 0.073, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9180, loss_cls: 0.9524, loss: 0.9524, grad_norm: 6.6093 2021-06-18 11:07:01,727 - mmaction - INFO - Epoch [43][3720/3757] lr: 1.000e-04, eta: 9:07:43, time: 1.064, data_time: 0.134, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9109, loss_cls: 0.9966, loss: 0.9966, grad_norm: 6.7533 2021-06-18 11:07:25,261 - mmaction - INFO - Epoch [43][3740/3757] lr: 1.000e-04, eta: 9:07:18, time: 1.178, data_time: 0.144, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9070, loss_cls: 1.0174, loss: 1.0174, grad_norm: 6.6590 2021-06-18 11:07:47,586 - mmaction - INFO - Saving checkpoint at 43 epochs 2021-06-18 11:20:17,076 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 11:20:18,140 - mmaction - INFO - top1_acc 0.7026 top5_acc 0.8973 2021-06-18 11:20:18,140 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 11:20:18,232 - mmaction - INFO - mean_acc 0.7025 2021-06-18 11:20:18,240 - mmaction - INFO - Epoch(val) [43][3757] top1_acc: 0.7026, top5_acc: 0.8973, mean_class_accuracy: 0.7025 2021-06-18 11:27:43,755 - mmaction - INFO - Epoch [44][20/3757] lr: 1.000e-04, eta: 9:07:36, time: 22.272, data_time: 21.388, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9266, loss_cls: 0.9668, loss: 0.9668, grad_norm: 6.6461 2021-06-18 11:28:05,980 - mmaction - INFO - Epoch [44][40/3757] lr: 1.000e-04, eta: 9:07:11, time: 1.113, data_time: 0.268, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0002, loss: 1.0002, grad_norm: 6.5912 2021-06-18 11:28:29,257 - mmaction - INFO - Epoch [44][60/3757] lr: 1.000e-04, eta: 9:06:46, time: 1.163, data_time: 0.178, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9289, loss_cls: 0.8997, loss: 0.8997, grad_norm: 6.6072 2021-06-18 11:28:52,637 - mmaction - INFO - Epoch [44][80/3757] lr: 1.000e-04, eta: 9:06:20, time: 1.170, data_time: 0.150, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9172, loss_cls: 0.9633, loss: 0.9633, grad_norm: 6.4552 2021-06-18 11:29:14,562 - mmaction - INFO - Epoch [44][100/3757] lr: 1.000e-04, eta: 9:05:55, time: 1.097, data_time: 0.059, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9219, loss_cls: 0.9326, loss: 0.9326, grad_norm: 6.5060 2021-06-18 11:29:37,523 - mmaction - INFO - Epoch [44][120/3757] lr: 1.000e-04, eta: 9:05:30, time: 1.147, data_time: 0.017, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9234, loss_cls: 0.9581, loss: 0.9581, grad_norm: 6.6443 2021-06-18 11:29:59,951 - mmaction - INFO - Epoch [44][140/3757] lr: 1.000e-04, eta: 9:05:04, time: 1.122, data_time: 0.251, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9156, loss_cls: 0.9178, loss: 0.9178, grad_norm: 6.3917 2021-06-18 11:30:22,726 - mmaction - INFO - Epoch [44][160/3757] lr: 1.000e-04, eta: 9:04:39, time: 1.139, data_time: 0.165, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9227, loss_cls: 0.9197, loss: 0.9197, grad_norm: 6.5453 2021-06-18 11:30:45,197 - mmaction - INFO - Epoch [44][180/3757] lr: 1.000e-04, eta: 9:04:13, time: 1.123, data_time: 0.133, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9195, loss_cls: 0.9473, loss: 0.9473, grad_norm: 6.5180 2021-06-18 11:31:08,391 - mmaction - INFO - Epoch [44][200/3757] lr: 1.000e-04, eta: 9:03:48, time: 1.160, data_time: 0.092, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9117, loss_cls: 0.9580, loss: 0.9580, grad_norm: 6.2865 2021-06-18 11:31:32,562 - mmaction - INFO - Epoch [44][220/3757] lr: 1.000e-04, eta: 9:03:23, time: 1.204, data_time: 0.205, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9172, loss_cls: 1.0057, loss: 1.0057, grad_norm: 6.8237 2021-06-18 11:31:55,194 - mmaction - INFO - Epoch [44][240/3757] lr: 1.000e-04, eta: 9:02:58, time: 1.133, data_time: 0.400, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9055, loss_cls: 0.9847, loss: 0.9847, grad_norm: 6.4494 2021-06-18 11:32:18,159 - mmaction - INFO - Epoch [44][260/3757] lr: 1.000e-04, eta: 9:02:32, time: 1.150, data_time: 0.305, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9102, loss_cls: 1.0072, loss: 1.0072, grad_norm: 6.6650 2021-06-18 11:32:41,583 - mmaction - INFO - Epoch [44][280/3757] lr: 1.000e-04, eta: 9:02:07, time: 1.172, data_time: 0.229, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9070, loss_cls: 0.9552, loss: 0.9552, grad_norm: 6.5478 2021-06-18 11:33:04,017 - mmaction - INFO - Epoch [44][300/3757] lr: 1.000e-04, eta: 9:01:42, time: 1.121, data_time: 0.334, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9086, loss_cls: 0.9651, loss: 0.9651, grad_norm: 6.5984 2021-06-18 11:33:26,438 - mmaction - INFO - Epoch [44][320/3757] lr: 1.000e-04, eta: 9:01:16, time: 1.113, data_time: 0.277, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9039, loss_cls: 0.9888, loss: 0.9888, grad_norm: 6.4892 2021-06-18 11:33:50,460 - mmaction - INFO - Epoch [44][340/3757] lr: 1.000e-04, eta: 9:00:51, time: 1.209, data_time: 0.270, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9148, loss_cls: 0.9566, loss: 0.9566, grad_norm: 6.5258 2021-06-18 11:34:12,750 - mmaction - INFO - Epoch [44][360/3757] lr: 1.000e-04, eta: 9:00:26, time: 1.110, data_time: 0.073, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9219, loss_cls: 0.9422, loss: 0.9422, grad_norm: 6.7240 2021-06-18 11:34:35,525 - mmaction - INFO - Epoch [44][380/3757] lr: 1.000e-04, eta: 9:00:00, time: 1.141, data_time: 0.011, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9117, loss_cls: 0.9302, loss: 0.9302, grad_norm: 6.3124 2021-06-18 11:34:57,903 - mmaction - INFO - Epoch [44][400/3757] lr: 1.000e-04, eta: 8:59:35, time: 1.120, data_time: 0.003, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9172, loss_cls: 0.9962, loss: 0.9962, grad_norm: 6.5889 2021-06-18 11:35:20,762 - mmaction - INFO - Epoch [44][420/3757] lr: 1.000e-04, eta: 8:59:09, time: 1.142, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9180, loss_cls: 0.9008, loss: 0.9008, grad_norm: 6.3530 2021-06-18 11:35:43,523 - mmaction - INFO - Epoch [44][440/3757] lr: 1.000e-04, eta: 8:58:44, time: 1.139, data_time: 0.007, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9141, loss_cls: 0.9276, loss: 0.9276, grad_norm: 6.3212 2021-06-18 11:36:06,734 - mmaction - INFO - Epoch [44][460/3757] lr: 1.000e-04, eta: 8:58:19, time: 1.161, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9172, loss_cls: 0.9236, loss: 0.9236, grad_norm: 6.2479 2021-06-18 11:36:29,267 - mmaction - INFO - Epoch [44][480/3757] lr: 1.000e-04, eta: 8:57:53, time: 1.126, data_time: 0.047, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9227, loss_cls: 0.9377, loss: 0.9377, grad_norm: 6.5809 2021-06-18 11:36:51,463 - mmaction - INFO - Epoch [44][500/3757] lr: 1.000e-04, eta: 8:57:28, time: 1.110, data_time: 0.260, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9180, loss_cls: 0.9068, loss: 0.9068, grad_norm: 6.2975 2021-06-18 11:37:13,929 - mmaction - INFO - Epoch [44][520/3757] lr: 1.000e-04, eta: 8:57:03, time: 1.123, data_time: 0.053, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9187, loss_cls: 0.9148, loss: 0.9148, grad_norm: 6.5723 2021-06-18 11:37:37,123 - mmaction - INFO - Epoch [44][540/3757] lr: 1.000e-04, eta: 8:56:37, time: 1.158, data_time: 0.283, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9211, loss_cls: 0.9193, loss: 0.9193, grad_norm: 6.6209 2021-06-18 11:37:59,518 - mmaction - INFO - Epoch [44][560/3757] lr: 1.000e-04, eta: 8:56:12, time: 1.121, data_time: 0.198, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9219, loss_cls: 0.9372, loss: 0.9372, grad_norm: 6.6305 2021-06-18 11:38:22,247 - mmaction - INFO - Epoch [44][580/3757] lr: 1.000e-04, eta: 8:55:46, time: 1.137, data_time: 0.081, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9180, loss_cls: 0.9197, loss: 0.9197, grad_norm: 6.2943 2021-06-18 11:38:44,774 - mmaction - INFO - Epoch [44][600/3757] lr: 1.000e-04, eta: 8:55:21, time: 1.123, data_time: 0.033, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9281, loss_cls: 0.8879, loss: 0.8879, grad_norm: 6.4010 2021-06-18 11:39:06,946 - mmaction - INFO - Epoch [44][620/3757] lr: 1.000e-04, eta: 8:54:56, time: 1.109, data_time: 0.006, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9320, loss_cls: 0.8792, loss: 0.8792, grad_norm: 6.3385 2021-06-18 11:39:30,895 - mmaction - INFO - Epoch [44][640/3757] lr: 1.000e-04, eta: 8:54:30, time: 1.200, data_time: 0.020, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9078, loss_cls: 0.9899, loss: 0.9899, grad_norm: 6.3950 2021-06-18 11:39:53,710 - mmaction - INFO - Epoch [44][660/3757] lr: 1.000e-04, eta: 8:54:05, time: 1.140, data_time: 0.304, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9211, loss_cls: 0.9330, loss: 0.9330, grad_norm: 6.3406 2021-06-18 11:40:16,107 - mmaction - INFO - Epoch [44][680/3757] lr: 1.000e-04, eta: 8:53:40, time: 1.121, data_time: 0.046, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9062, loss_cls: 1.0206, loss: 1.0206, grad_norm: 6.7082 2021-06-18 11:40:39,365 - mmaction - INFO - Epoch [44][700/3757] lr: 1.000e-04, eta: 8:53:14, time: 1.162, data_time: 0.013, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9234, loss_cls: 0.9295, loss: 0.9295, grad_norm: 6.3962 2021-06-18 11:41:01,178 - mmaction - INFO - Epoch [44][720/3757] lr: 1.000e-04, eta: 8:52:49, time: 1.091, data_time: 0.026, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9117, loss_cls: 0.9993, loss: 0.9993, grad_norm: 6.4231 2021-06-18 11:41:24,415 - mmaction - INFO - Epoch [44][740/3757] lr: 1.000e-04, eta: 8:52:24, time: 1.162, data_time: 0.241, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9156, loss_cls: 0.9498, loss: 0.9498, grad_norm: 6.4923 2021-06-18 11:41:48,302 - mmaction - INFO - Epoch [44][760/3757] lr: 1.000e-04, eta: 8:51:58, time: 1.194, data_time: 0.339, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9172, loss_cls: 0.9228, loss: 0.9228, grad_norm: 6.4589 2021-06-18 11:42:12,121 - mmaction - INFO - Epoch [44][780/3757] lr: 1.000e-04, eta: 8:51:33, time: 1.191, data_time: 0.107, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9195, loss_cls: 0.9147, loss: 0.9147, grad_norm: 6.3689 2021-06-18 11:42:34,095 - mmaction - INFO - Epoch [44][800/3757] lr: 1.000e-04, eta: 8:51:08, time: 1.099, data_time: 0.159, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9094, loss_cls: 0.9982, loss: 0.9982, grad_norm: 6.6764 2021-06-18 11:42:56,948 - mmaction - INFO - Epoch [44][820/3757] lr: 1.000e-04, eta: 8:50:43, time: 1.143, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9234, loss_cls: 0.9013, loss: 0.9013, grad_norm: 6.3972 2021-06-18 11:43:20,082 - mmaction - INFO - Epoch [44][840/3757] lr: 1.000e-04, eta: 8:50:17, time: 1.156, data_time: 0.098, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9164, loss_cls: 0.9408, loss: 0.9408, grad_norm: 6.2498 2021-06-18 11:43:42,716 - mmaction - INFO - Epoch [44][860/3757] lr: 1.000e-04, eta: 8:49:52, time: 1.132, data_time: 0.261, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9936, loss: 0.9936, grad_norm: 6.8096 2021-06-18 11:44:06,204 - mmaction - INFO - Epoch [44][880/3757] lr: 1.000e-04, eta: 8:49:27, time: 1.175, data_time: 0.071, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9211, loss_cls: 0.9051, loss: 0.9051, grad_norm: 6.1719 2021-06-18 11:44:28,875 - mmaction - INFO - Epoch [44][900/3757] lr: 1.000e-04, eta: 8:49:01, time: 1.133, data_time: 0.078, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 0.9650, loss: 0.9650, grad_norm: 6.6294 2021-06-18 11:44:52,061 - mmaction - INFO - Epoch [44][920/3757] lr: 1.000e-04, eta: 8:48:36, time: 1.160, data_time: 0.306, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9219, loss_cls: 0.9528, loss: 0.9528, grad_norm: 6.5156 2021-06-18 11:45:14,805 - mmaction - INFO - Epoch [44][940/3757] lr: 1.000e-04, eta: 8:48:11, time: 1.135, data_time: 0.066, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9164, loss_cls: 0.9302, loss: 0.9302, grad_norm: 6.3839 2021-06-18 11:45:37,879 - mmaction - INFO - Epoch [44][960/3757] lr: 1.000e-04, eta: 8:47:45, time: 1.156, data_time: 0.260, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9164, loss_cls: 0.9638, loss: 0.9638, grad_norm: 6.6306 2021-06-18 11:45:59,809 - mmaction - INFO - Epoch [44][980/3757] lr: 1.000e-04, eta: 8:47:20, time: 1.096, data_time: 0.215, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9195, loss_cls: 0.9240, loss: 0.9240, grad_norm: 6.3599 2021-06-18 11:46:22,297 - mmaction - INFO - Epoch [44][1000/3757] lr: 1.000e-04, eta: 8:46:55, time: 1.124, data_time: 0.237, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9148, loss_cls: 1.0182, loss: 1.0182, grad_norm: 6.7061 2021-06-18 11:46:45,208 - mmaction - INFO - Epoch [44][1020/3757] lr: 1.000e-04, eta: 8:46:29, time: 1.144, data_time: 0.066, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9117, loss_cls: 0.9541, loss: 0.9541, grad_norm: 6.3829 2021-06-18 11:47:07,633 - mmaction - INFO - Epoch [44][1040/3757] lr: 1.000e-04, eta: 8:46:04, time: 1.118, data_time: 0.187, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9047, loss_cls: 1.0075, loss: 1.0075, grad_norm: 6.5146 2021-06-18 11:47:29,620 - mmaction - INFO - Epoch [44][1060/3757] lr: 1.000e-04, eta: 8:45:38, time: 1.105, data_time: 0.154, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9094, loss_cls: 0.9889, loss: 0.9889, grad_norm: 6.5503 2021-06-18 11:47:53,839 - mmaction - INFO - Epoch [44][1080/3757] lr: 1.000e-04, eta: 8:45:13, time: 1.211, data_time: 0.138, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9203, loss_cls: 0.9229, loss: 0.9229, grad_norm: 6.4555 2021-06-18 11:48:17,272 - mmaction - INFO - Epoch [44][1100/3757] lr: 1.000e-04, eta: 8:44:48, time: 1.172, data_time: 0.140, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9187, loss_cls: 0.9824, loss: 0.9824, grad_norm: 6.5218 2021-06-18 11:48:40,681 - mmaction - INFO - Epoch [44][1120/3757] lr: 1.000e-04, eta: 8:44:23, time: 1.170, data_time: 0.039, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9328, loss_cls: 0.8882, loss: 0.8882, grad_norm: 6.3724 2021-06-18 11:49:02,748 - mmaction - INFO - Epoch [44][1140/3757] lr: 1.000e-04, eta: 8:43:57, time: 1.104, data_time: 0.051, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9000, loss_cls: 1.0399, loss: 1.0399, grad_norm: 6.9025 2021-06-18 11:49:24,874 - mmaction - INFO - Epoch [44][1160/3757] lr: 1.000e-04, eta: 8:43:32, time: 1.106, data_time: 0.249, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9211, loss_cls: 0.9199, loss: 0.9199, grad_norm: 6.3596 2021-06-18 11:49:47,705 - mmaction - INFO - Epoch [44][1180/3757] lr: 1.000e-04, eta: 8:43:07, time: 1.139, data_time: 0.059, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9242, loss_cls: 0.9015, loss: 0.9015, grad_norm: 6.3961 2021-06-18 11:50:09,992 - mmaction - INFO - Epoch [44][1200/3757] lr: 1.000e-04, eta: 8:42:41, time: 1.117, data_time: 0.020, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9086, loss_cls: 0.9473, loss: 0.9473, grad_norm: 6.4802 2021-06-18 11:50:32,686 - mmaction - INFO - Epoch [44][1220/3757] lr: 1.000e-04, eta: 8:42:16, time: 1.133, data_time: 0.152, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9133, loss_cls: 0.9567, loss: 0.9567, grad_norm: 6.6402 2021-06-18 11:50:54,991 - mmaction - INFO - Epoch [44][1240/3757] lr: 1.000e-04, eta: 8:41:50, time: 1.114, data_time: 0.104, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9156, loss_cls: 0.9390, loss: 0.9390, grad_norm: 6.4529 2021-06-18 11:51:17,294 - mmaction - INFO - Epoch [44][1260/3757] lr: 1.000e-04, eta: 8:41:25, time: 1.117, data_time: 0.009, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9227, loss_cls: 0.9756, loss: 0.9756, grad_norm: 6.8918 2021-06-18 11:51:41,937 - mmaction - INFO - Epoch [44][1280/3757] lr: 1.000e-04, eta: 8:41:00, time: 1.232, data_time: 0.089, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9141, loss_cls: 0.9476, loss: 0.9476, grad_norm: 6.5123 2021-06-18 11:52:03,604 - mmaction - INFO - Epoch [44][1300/3757] lr: 1.000e-04, eta: 8:40:34, time: 1.082, data_time: 0.001, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9234, loss_cls: 0.8974, loss: 0.8974, grad_norm: 6.4519 2021-06-18 11:52:25,397 - mmaction - INFO - Epoch [44][1320/3757] lr: 1.000e-04, eta: 8:40:09, time: 1.088, data_time: 0.003, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9070, loss_cls: 0.9645, loss: 0.9645, grad_norm: 6.6746 2021-06-18 11:52:49,813 - mmaction - INFO - Epoch [44][1340/3757] lr: 1.000e-04, eta: 8:39:44, time: 1.223, data_time: 0.004, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 0.9401, loss: 0.9401, grad_norm: 6.3780 2021-06-18 11:53:11,955 - mmaction - INFO - Epoch [44][1360/3757] lr: 1.000e-04, eta: 8:39:18, time: 1.108, data_time: 0.003, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9148, loss_cls: 0.9288, loss: 0.9288, grad_norm: 6.2991 2021-06-18 11:53:35,518 - mmaction - INFO - Epoch [44][1380/3757] lr: 1.000e-04, eta: 8:38:53, time: 1.178, data_time: 0.024, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9031, loss_cls: 1.0190, loss: 1.0190, grad_norm: 6.8002 2021-06-18 11:53:58,722 - mmaction - INFO - Epoch [44][1400/3757] lr: 1.000e-04, eta: 8:38:28, time: 1.158, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9109, loss_cls: 1.0015, loss: 1.0015, grad_norm: 6.6892 2021-06-18 11:54:22,374 - mmaction - INFO - Epoch [44][1420/3757] lr: 1.000e-04, eta: 8:38:03, time: 1.185, data_time: 0.004, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9000, loss_cls: 1.0025, loss: 1.0025, grad_norm: 6.5989 2021-06-18 11:54:43,678 - mmaction - INFO - Epoch [44][1440/3757] lr: 1.000e-04, eta: 8:37:37, time: 1.064, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9195, loss_cls: 0.9034, loss: 0.9034, grad_norm: 6.3359 2021-06-18 11:55:05,865 - mmaction - INFO - Epoch [44][1460/3757] lr: 1.000e-04, eta: 8:37:12, time: 1.110, data_time: 0.004, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9000, loss_cls: 1.0012, loss: 1.0012, grad_norm: 6.6788 2021-06-18 11:55:28,980 - mmaction - INFO - Epoch [44][1480/3757] lr: 1.000e-04, eta: 8:36:47, time: 1.156, data_time: 0.014, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9187, loss_cls: 0.9752, loss: 0.9752, grad_norm: 6.6715 2021-06-18 11:55:52,560 - mmaction - INFO - Epoch [44][1500/3757] lr: 1.000e-04, eta: 8:36:21, time: 1.178, data_time: 0.178, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9117, loss_cls: 0.9642, loss: 0.9642, grad_norm: 6.5571 2021-06-18 11:56:15,536 - mmaction - INFO - Epoch [44][1520/3757] lr: 1.000e-04, eta: 8:35:56, time: 1.148, data_time: 0.174, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9133, loss_cls: 0.9362, loss: 0.9362, grad_norm: 6.3546 2021-06-18 11:56:36,897 - mmaction - INFO - Epoch [44][1540/3757] lr: 1.000e-04, eta: 8:35:31, time: 1.069, data_time: 0.253, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9180, loss_cls: 0.9682, loss: 0.9682, grad_norm: 6.5893 2021-06-18 11:57:00,322 - mmaction - INFO - Epoch [44][1560/3757] lr: 1.000e-04, eta: 8:35:05, time: 1.171, data_time: 0.167, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9242, loss_cls: 0.9005, loss: 0.9005, grad_norm: 6.5521 2021-06-18 11:57:23,076 - mmaction - INFO - Epoch [44][1580/3757] lr: 1.000e-04, eta: 8:34:40, time: 1.138, data_time: 0.071, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9305, loss_cls: 0.8623, loss: 0.8623, grad_norm: 6.2219 2021-06-18 11:57:45,720 - mmaction - INFO - Epoch [44][1600/3757] lr: 1.000e-04, eta: 8:34:15, time: 1.127, data_time: 0.127, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9078, loss_cls: 0.9846, loss: 0.9846, grad_norm: 6.4147 2021-06-18 11:58:08,718 - mmaction - INFO - Epoch [44][1620/3757] lr: 1.000e-04, eta: 8:33:49, time: 1.149, data_time: 0.042, memory: 7080, top1_acc: 0.7219, top5_acc: 0.8984, loss_cls: 1.0661, loss: 1.0661, grad_norm: 6.9912 2021-06-18 11:58:31,047 - mmaction - INFO - Epoch [44][1640/3757] lr: 1.000e-04, eta: 8:33:24, time: 1.121, data_time: 0.007, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9047, loss_cls: 0.9694, loss: 0.9694, grad_norm: 6.3712 2021-06-18 11:58:53,118 - mmaction - INFO - Epoch [44][1660/3757] lr: 1.000e-04, eta: 8:32:59, time: 1.101, data_time: 0.005, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9047, loss_cls: 0.9902, loss: 0.9902, grad_norm: 6.6594 2021-06-18 11:59:15,452 - mmaction - INFO - Epoch [44][1680/3757] lr: 1.000e-04, eta: 8:32:33, time: 1.120, data_time: 0.128, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9016, loss_cls: 1.0197, loss: 1.0197, grad_norm: 6.7688 2021-06-18 11:59:38,594 - mmaction - INFO - Epoch [44][1700/3757] lr: 1.000e-04, eta: 8:32:08, time: 1.155, data_time: 0.251, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9250, loss_cls: 0.9636, loss: 0.9636, grad_norm: 6.6873 2021-06-18 12:00:00,640 - mmaction - INFO - Epoch [44][1720/3757] lr: 1.000e-04, eta: 8:31:42, time: 1.104, data_time: 0.241, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9117, loss_cls: 0.9621, loss: 0.9621, grad_norm: 6.4386 2021-06-18 12:00:27,806 - mmaction - INFO - Epoch [44][1740/3757] lr: 1.000e-04, eta: 8:31:18, time: 1.353, data_time: 0.181, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9016, loss_cls: 0.9626, loss: 0.9626, grad_norm: 6.2547 2021-06-18 12:00:50,578 - mmaction - INFO - Epoch [44][1760/3757] lr: 1.000e-04, eta: 8:30:53, time: 1.145, data_time: 0.360, memory: 7080, top1_acc: 0.7547, top5_acc: 0.8984, loss_cls: 0.9954, loss: 0.9954, grad_norm: 6.6373 2021-06-18 12:01:14,164 - mmaction - INFO - Epoch [44][1780/3757] lr: 1.000e-04, eta: 8:30:27, time: 1.180, data_time: 0.048, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9031, loss_cls: 1.0086, loss: 1.0086, grad_norm: 6.8190 2021-06-18 12:01:37,231 - mmaction - INFO - Epoch [44][1800/3757] lr: 1.000e-04, eta: 8:30:02, time: 1.153, data_time: 0.043, memory: 7080, top1_acc: 0.7352, top5_acc: 0.8938, loss_cls: 1.0540, loss: 1.0540, grad_norm: 6.7922 2021-06-18 12:02:00,672 - mmaction - INFO - Epoch [44][1820/3757] lr: 1.000e-04, eta: 8:29:37, time: 1.167, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9156, loss_cls: 0.9636, loss: 0.9636, grad_norm: 6.5519 2021-06-18 12:02:22,848 - mmaction - INFO - Epoch [44][1840/3757] lr: 1.000e-04, eta: 8:29:11, time: 1.113, data_time: 0.105, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9094, loss_cls: 1.0310, loss: 1.0310, grad_norm: 6.6333 2021-06-18 12:02:46,777 - mmaction - INFO - Epoch [44][1860/3757] lr: 1.000e-04, eta: 8:28:46, time: 1.197, data_time: 0.021, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9102, loss_cls: 0.9776, loss: 0.9776, grad_norm: 6.5944 2021-06-18 12:03:08,571 - mmaction - INFO - Epoch [44][1880/3757] lr: 1.000e-04, eta: 8:28:21, time: 1.089, data_time: 0.050, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9164, loss_cls: 0.9472, loss: 0.9472, grad_norm: 6.6351 2021-06-18 12:03:31,993 - mmaction - INFO - Epoch [44][1900/3757] lr: 1.000e-04, eta: 8:27:56, time: 1.171, data_time: 0.290, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9008, loss_cls: 1.0264, loss: 1.0264, grad_norm: 6.7911 2021-06-18 12:03:54,672 - mmaction - INFO - Epoch [44][1920/3757] lr: 1.000e-04, eta: 8:27:30, time: 1.134, data_time: 0.260, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9125, loss_cls: 0.9994, loss: 0.9994, grad_norm: 6.5937 2021-06-18 12:04:18,570 - mmaction - INFO - Epoch [44][1940/3757] lr: 1.000e-04, eta: 8:27:05, time: 1.194, data_time: 0.256, memory: 7080, top1_acc: 0.7414, top5_acc: 0.8977, loss_cls: 1.0215, loss: 1.0215, grad_norm: 6.6250 2021-06-18 12:04:40,941 - mmaction - INFO - Epoch [44][1960/3757] lr: 1.000e-04, eta: 8:26:40, time: 1.119, data_time: 0.002, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9133, loss_cls: 1.0080, loss: 1.0080, grad_norm: 6.8056 2021-06-18 12:05:04,079 - mmaction - INFO - Epoch [44][1980/3757] lr: 1.000e-04, eta: 8:26:15, time: 1.157, data_time: 0.017, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9055, loss_cls: 0.9719, loss: 0.9719, grad_norm: 6.4399 2021-06-18 12:05:26,794 - mmaction - INFO - Epoch [44][2000/3757] lr: 1.000e-04, eta: 8:25:49, time: 1.135, data_time: 0.040, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9156, loss_cls: 0.9440, loss: 0.9440, grad_norm: 6.3392 2021-06-18 12:05:48,150 - mmaction - INFO - Epoch [44][2020/3757] lr: 1.000e-04, eta: 8:25:24, time: 1.068, data_time: 0.017, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9164, loss_cls: 0.9865, loss: 0.9865, grad_norm: 6.6916 2021-06-18 12:06:10,898 - mmaction - INFO - Epoch [44][2040/3757] lr: 1.000e-04, eta: 8:24:58, time: 1.137, data_time: 0.030, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9242, loss_cls: 0.9317, loss: 0.9317, grad_norm: 6.2693 2021-06-18 12:06:32,618 - mmaction - INFO - Epoch [44][2060/3757] lr: 1.000e-04, eta: 8:24:33, time: 1.087, data_time: 0.002, memory: 7080, top1_acc: 0.7352, top5_acc: 0.8984, loss_cls: 1.0580, loss: 1.0580, grad_norm: 6.9030 2021-06-18 12:06:55,615 - mmaction - INFO - Epoch [44][2080/3757] lr: 1.000e-04, eta: 8:24:08, time: 1.150, data_time: 0.005, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9203, loss_cls: 0.9246, loss: 0.9246, grad_norm: 6.3846 2021-06-18 12:07:18,452 - mmaction - INFO - Epoch [44][2100/3757] lr: 1.000e-04, eta: 8:23:42, time: 1.135, data_time: 0.062, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9109, loss_cls: 0.9801, loss: 0.9801, grad_norm: 6.6274 2021-06-18 12:07:41,160 - mmaction - INFO - Epoch [44][2120/3757] lr: 1.000e-04, eta: 8:23:17, time: 1.143, data_time: 0.186, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9219, loss_cls: 0.9113, loss: 0.9113, grad_norm: 6.2378 2021-06-18 12:08:03,104 - mmaction - INFO - Epoch [44][2140/3757] lr: 1.000e-04, eta: 8:22:52, time: 1.097, data_time: 0.095, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9219, loss_cls: 0.9129, loss: 0.9129, grad_norm: 6.5111 2021-06-18 12:08:26,056 - mmaction - INFO - Epoch [44][2160/3757] lr: 1.000e-04, eta: 8:22:26, time: 1.148, data_time: 0.084, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9070, loss_cls: 0.9745, loss: 0.9745, grad_norm: 6.5410 2021-06-18 12:08:50,163 - mmaction - INFO - Epoch [44][2180/3757] lr: 1.000e-04, eta: 8:22:01, time: 1.205, data_time: 0.086, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9047, loss_cls: 1.0009, loss: 1.0009, grad_norm: 6.5872 2021-06-18 12:09:13,079 - mmaction - INFO - Epoch [44][2200/3757] lr: 1.000e-04, eta: 8:21:36, time: 1.146, data_time: 0.002, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9047, loss_cls: 1.0335, loss: 1.0335, grad_norm: 6.9448 2021-06-18 12:09:35,498 - mmaction - INFO - Epoch [44][2220/3757] lr: 1.000e-04, eta: 8:21:11, time: 1.121, data_time: 0.053, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9195, loss_cls: 0.9307, loss: 0.9307, grad_norm: 6.5056 2021-06-18 12:09:58,690 - mmaction - INFO - Epoch [44][2240/3757] lr: 1.000e-04, eta: 8:20:45, time: 1.160, data_time: 0.160, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9047, loss_cls: 0.9865, loss: 0.9865, grad_norm: 6.6000 2021-06-18 12:10:21,604 - mmaction - INFO - Epoch [44][2260/3757] lr: 1.000e-04, eta: 8:20:20, time: 1.145, data_time: 0.075, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9086, loss_cls: 1.0037, loss: 1.0037, grad_norm: 6.5516 2021-06-18 12:10:44,465 - mmaction - INFO - Epoch [44][2280/3757] lr: 1.000e-04, eta: 8:19:55, time: 1.143, data_time: 0.006, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9094, loss_cls: 1.0153, loss: 1.0153, grad_norm: 6.7082 2021-06-18 12:11:06,933 - mmaction - INFO - Epoch [44][2300/3757] lr: 1.000e-04, eta: 8:19:29, time: 1.123, data_time: 0.011, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9219, loss_cls: 0.9371, loss: 0.9371, grad_norm: 6.2722 2021-06-18 12:11:30,177 - mmaction - INFO - Epoch [44][2320/3757] lr: 1.000e-04, eta: 8:19:04, time: 1.163, data_time: 0.088, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9117, loss_cls: 0.9564, loss: 0.9564, grad_norm: 6.5389 2021-06-18 12:11:52,568 - mmaction - INFO - Epoch [44][2340/3757] lr: 1.000e-04, eta: 8:18:39, time: 1.120, data_time: 0.223, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9062, loss_cls: 0.9812, loss: 0.9812, grad_norm: 6.7443 2021-06-18 12:12:15,240 - mmaction - INFO - Epoch [44][2360/3757] lr: 1.000e-04, eta: 8:18:14, time: 1.131, data_time: 0.034, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9125, loss_cls: 1.0030, loss: 1.0030, grad_norm: 6.6539 2021-06-18 12:12:37,973 - mmaction - INFO - Epoch [44][2380/3757] lr: 1.000e-04, eta: 8:17:48, time: 1.139, data_time: 0.089, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9242, loss_cls: 0.8920, loss: 0.8920, grad_norm: 6.3251 2021-06-18 12:13:00,144 - mmaction - INFO - Epoch [44][2400/3757] lr: 1.000e-04, eta: 8:17:23, time: 1.108, data_time: 0.255, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9031, loss_cls: 1.0209, loss: 1.0209, grad_norm: 6.5051 2021-06-18 12:13:23,945 - mmaction - INFO - Epoch [44][2420/3757] lr: 1.000e-04, eta: 8:16:58, time: 1.190, data_time: 0.252, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9086, loss_cls: 0.9991, loss: 0.9991, grad_norm: 6.4809 2021-06-18 12:13:47,039 - mmaction - INFO - Epoch [44][2440/3757] lr: 1.000e-04, eta: 8:16:32, time: 1.156, data_time: 0.003, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9180, loss_cls: 0.9664, loss: 0.9664, grad_norm: 6.5181 2021-06-18 12:14:10,084 - mmaction - INFO - Epoch [44][2460/3757] lr: 1.000e-04, eta: 8:16:07, time: 1.153, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9164, loss_cls: 0.9535, loss: 0.9535, grad_norm: 6.5801 2021-06-18 12:14:33,194 - mmaction - INFO - Epoch [44][2480/3757] lr: 1.000e-04, eta: 8:15:42, time: 1.154, data_time: 0.001, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9133, loss_cls: 0.9991, loss: 0.9991, grad_norm: 6.6581 2021-06-18 12:14:55,010 - mmaction - INFO - Epoch [44][2500/3757] lr: 1.000e-04, eta: 8:15:17, time: 1.091, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9031, loss_cls: 0.9842, loss: 0.9842, grad_norm: 6.4691 2021-06-18 12:15:18,307 - mmaction - INFO - Epoch [44][2520/3757] lr: 1.000e-04, eta: 8:14:51, time: 1.166, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9109, loss_cls: 0.9662, loss: 0.9662, grad_norm: 6.7010 2021-06-18 12:15:40,159 - mmaction - INFO - Epoch [44][2540/3757] lr: 1.000e-04, eta: 8:14:26, time: 1.091, data_time: 0.001, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9109, loss_cls: 0.9798, loss: 0.9798, grad_norm: 6.6061 2021-06-18 12:16:03,315 - mmaction - INFO - Epoch [44][2560/3757] lr: 1.000e-04, eta: 8:14:01, time: 1.159, data_time: 0.366, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9133, loss_cls: 0.9612, loss: 0.9612, grad_norm: 6.7444 2021-06-18 12:16:26,919 - mmaction - INFO - Epoch [44][2580/3757] lr: 1.000e-04, eta: 8:13:36, time: 1.180, data_time: 0.354, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9133, loss_cls: 0.9663, loss: 0.9663, grad_norm: 6.6307 2021-06-18 12:16:48,694 - mmaction - INFO - Epoch [44][2600/3757] lr: 1.000e-04, eta: 8:13:10, time: 1.089, data_time: 0.049, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9047, loss_cls: 1.0355, loss: 1.0355, grad_norm: 6.8725 2021-06-18 12:17:12,553 - mmaction - INFO - Epoch [44][2620/3757] lr: 1.000e-04, eta: 8:12:45, time: 1.194, data_time: 0.107, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9070, loss_cls: 0.9766, loss: 0.9766, grad_norm: 6.5522 2021-06-18 12:17:35,532 - mmaction - INFO - Epoch [44][2640/3757] lr: 1.000e-04, eta: 8:12:20, time: 1.149, data_time: 0.259, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9133, loss_cls: 0.9541, loss: 0.9541, grad_norm: 6.6345 2021-06-18 12:17:56,641 - mmaction - INFO - Epoch [44][2660/3757] lr: 1.000e-04, eta: 8:11:54, time: 1.055, data_time: 0.314, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9250, loss_cls: 0.9323, loss: 0.9323, grad_norm: 6.6775 2021-06-18 12:18:18,846 - mmaction - INFO - Epoch [44][2680/3757] lr: 1.000e-04, eta: 8:11:29, time: 1.111, data_time: 0.003, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9187, loss_cls: 0.9905, loss: 0.9905, grad_norm: 6.7279 2021-06-18 12:18:41,464 - mmaction - INFO - Epoch [44][2700/3757] lr: 1.000e-04, eta: 8:11:03, time: 1.130, data_time: 0.038, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9055, loss_cls: 0.9653, loss: 0.9653, grad_norm: 6.5922 2021-06-18 12:19:04,982 - mmaction - INFO - Epoch [44][2720/3757] lr: 1.000e-04, eta: 8:10:38, time: 1.177, data_time: 0.003, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9094, loss_cls: 0.9315, loss: 0.9315, grad_norm: 6.5245 2021-06-18 12:19:26,963 - mmaction - INFO - Epoch [44][2740/3757] lr: 1.000e-04, eta: 8:10:13, time: 1.099, data_time: 0.001, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9023, loss_cls: 1.0178, loss: 1.0178, grad_norm: 6.6557 2021-06-18 12:19:50,481 - mmaction - INFO - Epoch [44][2760/3757] lr: 1.000e-04, eta: 8:09:48, time: 1.176, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9195, loss_cls: 0.9495, loss: 0.9495, grad_norm: 6.5406 2021-06-18 12:20:14,295 - mmaction - INFO - Epoch [44][2780/3757] lr: 1.000e-04, eta: 8:09:23, time: 1.190, data_time: 0.006, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9203, loss_cls: 0.9782, loss: 0.9782, grad_norm: 6.8059 2021-06-18 12:20:36,480 - mmaction - INFO - Epoch [44][2800/3757] lr: 1.000e-04, eta: 8:08:57, time: 1.110, data_time: 0.003, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9047, loss_cls: 0.9746, loss: 0.9746, grad_norm: 6.6753 2021-06-18 12:20:59,624 - mmaction - INFO - Epoch [44][2820/3757] lr: 1.000e-04, eta: 8:08:32, time: 1.157, data_time: 0.044, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9148, loss_cls: 0.9943, loss: 0.9943, grad_norm: 6.6294 2021-06-18 12:21:23,458 - mmaction - INFO - Epoch [44][2840/3757] lr: 1.000e-04, eta: 8:08:07, time: 1.193, data_time: 0.193, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9133, loss_cls: 0.9851, loss: 0.9851, grad_norm: 6.3621 2021-06-18 12:21:45,841 - mmaction - INFO - Epoch [44][2860/3757] lr: 1.000e-04, eta: 8:07:42, time: 1.119, data_time: 0.273, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9008, loss_cls: 0.9820, loss: 0.9820, grad_norm: 6.7374 2021-06-18 12:22:08,804 - mmaction - INFO - Epoch [44][2880/3757] lr: 1.000e-04, eta: 8:07:16, time: 1.147, data_time: 0.159, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9273, loss_cls: 0.9776, loss: 0.9776, grad_norm: 6.8331 2021-06-18 12:22:31,354 - mmaction - INFO - Epoch [44][2900/3757] lr: 1.000e-04, eta: 8:06:51, time: 1.127, data_time: 0.315, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9195, loss_cls: 0.9899, loss: 0.9899, grad_norm: 6.6240 2021-06-18 12:22:53,790 - mmaction - INFO - Epoch [44][2920/3757] lr: 1.000e-04, eta: 8:06:26, time: 1.122, data_time: 0.275, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9164, loss_cls: 0.9428, loss: 0.9428, grad_norm: 6.5119 2021-06-18 12:23:16,643 - mmaction - INFO - Epoch [44][2940/3757] lr: 1.000e-04, eta: 8:06:00, time: 1.143, data_time: 0.036, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9055, loss_cls: 1.0049, loss: 1.0049, grad_norm: 6.7574 2021-06-18 12:23:39,719 - mmaction - INFO - Epoch [44][2960/3757] lr: 1.000e-04, eta: 8:05:35, time: 1.154, data_time: 0.040, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9062, loss_cls: 0.9949, loss: 0.9949, grad_norm: 6.5837 2021-06-18 12:24:02,946 - mmaction - INFO - Epoch [44][2980/3757] lr: 1.000e-04, eta: 8:05:10, time: 1.161, data_time: 0.002, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 0.9927, loss: 0.9927, grad_norm: 6.8354 2021-06-18 12:24:24,592 - mmaction - INFO - Epoch [44][3000/3757] lr: 1.000e-04, eta: 8:04:44, time: 1.081, data_time: 0.059, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9070, loss_cls: 1.0089, loss: 1.0089, grad_norm: 6.6454 2021-06-18 12:24:47,465 - mmaction - INFO - Epoch [44][3020/3757] lr: 1.000e-04, eta: 8:04:19, time: 1.145, data_time: 0.080, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9187, loss_cls: 0.9412, loss: 0.9412, grad_norm: 6.7025 2021-06-18 12:25:11,189 - mmaction - INFO - Epoch [44][3040/3757] lr: 1.000e-04, eta: 8:03:54, time: 1.185, data_time: 0.028, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 0.9493, loss: 0.9493, grad_norm: 6.6731 2021-06-18 12:25:33,524 - mmaction - INFO - Epoch [44][3060/3757] lr: 1.000e-04, eta: 8:03:29, time: 1.117, data_time: 0.003, memory: 7080, top1_acc: 0.7469, top5_acc: 0.8977, loss_cls: 0.9830, loss: 0.9830, grad_norm: 6.5051 2021-06-18 12:25:55,436 - mmaction - INFO - Epoch [44][3080/3757] lr: 1.000e-04, eta: 8:03:03, time: 1.096, data_time: 0.009, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9258, loss_cls: 0.8977, loss: 0.8977, grad_norm: 6.2209 2021-06-18 12:26:19,442 - mmaction - INFO - Epoch [44][3100/3757] lr: 1.000e-04, eta: 8:02:38, time: 1.200, data_time: 0.038, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9125, loss_cls: 0.9314, loss: 0.9314, grad_norm: 6.4161 2021-06-18 12:26:42,365 - mmaction - INFO - Epoch [44][3120/3757] lr: 1.000e-04, eta: 8:02:13, time: 1.147, data_time: 0.228, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9094, loss_cls: 1.0035, loss: 1.0035, grad_norm: 6.7101 2021-06-18 12:27:04,297 - mmaction - INFO - Epoch [44][3140/3757] lr: 1.000e-04, eta: 8:01:48, time: 1.096, data_time: 0.034, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9172, loss_cls: 0.9596, loss: 0.9596, grad_norm: 6.7036 2021-06-18 12:27:28,126 - mmaction - INFO - Epoch [44][3160/3757] lr: 1.000e-04, eta: 8:01:22, time: 1.192, data_time: 0.031, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9047, loss_cls: 0.9405, loss: 0.9405, grad_norm: 6.3575 2021-06-18 12:27:49,765 - mmaction - INFO - Epoch [44][3180/3757] lr: 1.000e-04, eta: 8:00:57, time: 1.079, data_time: 0.125, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9102, loss_cls: 1.0296, loss: 1.0296, grad_norm: 6.6791 2021-06-18 12:28:12,241 - mmaction - INFO - Epoch [44][3200/3757] lr: 1.000e-04, eta: 8:00:32, time: 1.124, data_time: 0.018, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9016, loss_cls: 1.0218, loss: 1.0218, grad_norm: 6.6189 2021-06-18 12:28:35,265 - mmaction - INFO - Epoch [44][3220/3757] lr: 1.000e-04, eta: 8:00:06, time: 1.152, data_time: 0.057, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9148, loss_cls: 0.9366, loss: 0.9366, grad_norm: 6.5053 2021-06-18 12:28:57,958 - mmaction - INFO - Epoch [44][3240/3757] lr: 1.000e-04, eta: 7:59:41, time: 1.136, data_time: 0.133, memory: 7080, top1_acc: 0.7406, top5_acc: 0.8953, loss_cls: 1.0424, loss: 1.0424, grad_norm: 6.7889 2021-06-18 12:29:21,036 - mmaction - INFO - Epoch [44][3260/3757] lr: 1.000e-04, eta: 7:59:16, time: 1.154, data_time: 0.039, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9125, loss_cls: 0.9706, loss: 0.9706, grad_norm: 6.6785 2021-06-18 12:29:43,029 - mmaction - INFO - Epoch [44][3280/3757] lr: 1.000e-04, eta: 7:58:51, time: 1.100, data_time: 0.046, memory: 7080, top1_acc: 0.7094, top5_acc: 0.9094, loss_cls: 1.0490, loss: 1.0490, grad_norm: 6.7939 2021-06-18 12:30:06,049 - mmaction - INFO - Epoch [44][3300/3757] lr: 1.000e-04, eta: 7:58:25, time: 1.150, data_time: 0.089, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9086, loss_cls: 1.0050, loss: 1.0050, grad_norm: 6.6276 2021-06-18 12:30:29,164 - mmaction - INFO - Epoch [44][3320/3757] lr: 1.000e-04, eta: 7:58:00, time: 1.156, data_time: 0.310, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9031, loss_cls: 0.9933, loss: 0.9933, grad_norm: 6.5893 2021-06-18 12:30:51,499 - mmaction - INFO - Epoch [44][3340/3757] lr: 1.000e-04, eta: 7:57:35, time: 1.117, data_time: 0.103, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9211, loss_cls: 0.9172, loss: 0.9172, grad_norm: 6.3982 2021-06-18 12:31:14,675 - mmaction - INFO - Epoch [44][3360/3757] lr: 1.000e-04, eta: 7:57:10, time: 1.160, data_time: 0.004, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9273, loss_cls: 0.8838, loss: 0.8838, grad_norm: 6.4078 2021-06-18 12:31:37,010 - mmaction - INFO - Epoch [44][3380/3757] lr: 1.000e-04, eta: 7:56:44, time: 1.117, data_time: 0.002, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9164, loss_cls: 0.9189, loss: 0.9189, grad_norm: 6.3389 2021-06-18 12:31:59,562 - mmaction - INFO - Epoch [44][3400/3757] lr: 1.000e-04, eta: 7:56:19, time: 1.128, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9203, loss_cls: 0.9595, loss: 0.9595, grad_norm: 6.7760 2021-06-18 12:32:22,329 - mmaction - INFO - Epoch [44][3420/3757] lr: 1.000e-04, eta: 7:55:54, time: 1.138, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9109, loss_cls: 0.9486, loss: 0.9486, grad_norm: 6.4446 2021-06-18 12:32:44,458 - mmaction - INFO - Epoch [44][3440/3757] lr: 1.000e-04, eta: 7:55:28, time: 1.107, data_time: 0.003, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9000, loss_cls: 1.0306, loss: 1.0306, grad_norm: 6.7948 2021-06-18 12:33:08,433 - mmaction - INFO - Epoch [44][3460/3757] lr: 1.000e-04, eta: 7:55:03, time: 1.198, data_time: 0.086, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9125, loss_cls: 0.9349, loss: 0.9349, grad_norm: 6.6088 2021-06-18 12:33:30,700 - mmaction - INFO - Epoch [44][3480/3757] lr: 1.000e-04, eta: 7:54:38, time: 1.114, data_time: 0.225, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9172, loss_cls: 0.9659, loss: 0.9659, grad_norm: 6.5848 2021-06-18 12:33:54,430 - mmaction - INFO - Epoch [44][3500/3757] lr: 1.000e-04, eta: 7:54:13, time: 1.187, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9164, loss_cls: 1.0048, loss: 1.0048, grad_norm: 6.7963 2021-06-18 12:34:18,097 - mmaction - INFO - Epoch [44][3520/3757] lr: 1.000e-04, eta: 7:53:48, time: 1.183, data_time: 0.001, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9016, loss_cls: 1.0307, loss: 1.0307, grad_norm: 6.6368 2021-06-18 12:34:41,101 - mmaction - INFO - Epoch [44][3540/3757] lr: 1.000e-04, eta: 7:53:22, time: 1.151, data_time: 0.077, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9250, loss_cls: 0.8698, loss: 0.8698, grad_norm: 6.1954 2021-06-18 12:35:03,978 - mmaction - INFO - Epoch [44][3560/3757] lr: 1.000e-04, eta: 7:52:57, time: 1.143, data_time: 0.070, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9258, loss_cls: 0.8959, loss: 0.8959, grad_norm: 6.3102 2021-06-18 12:35:25,453 - mmaction - INFO - Epoch [44][3580/3757] lr: 1.000e-04, eta: 7:52:32, time: 1.074, data_time: 0.081, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9172, loss_cls: 0.8987, loss: 0.8987, grad_norm: 6.5709 2021-06-18 12:35:48,678 - mmaction - INFO - Epoch [44][3600/3757] lr: 1.000e-04, eta: 7:52:07, time: 1.160, data_time: 0.035, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9266, loss_cls: 0.8715, loss: 0.8715, grad_norm: 6.1204 2021-06-18 12:36:11,779 - mmaction - INFO - Epoch [44][3620/3757] lr: 1.000e-04, eta: 7:51:41, time: 1.156, data_time: 0.109, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9172, loss_cls: 0.9433, loss: 0.9433, grad_norm: 6.5624 2021-06-18 12:36:34,305 - mmaction - INFO - Epoch [44][3640/3757] lr: 1.000e-04, eta: 7:51:16, time: 1.127, data_time: 0.332, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9062, loss_cls: 1.0233, loss: 1.0233, grad_norm: 6.9006 2021-06-18 12:36:58,007 - mmaction - INFO - Epoch [44][3660/3757] lr: 1.000e-04, eta: 7:50:51, time: 1.185, data_time: 0.376, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9273, loss_cls: 0.8642, loss: 0.8642, grad_norm: 6.2944 2021-06-18 12:37:21,071 - mmaction - INFO - Epoch [44][3680/3757] lr: 1.000e-04, eta: 7:50:26, time: 1.153, data_time: 0.068, memory: 7080, top1_acc: 0.7180, top5_acc: 0.8891, loss_cls: 1.1095, loss: 1.1095, grad_norm: 7.0219 2021-06-18 12:37:43,376 - mmaction - INFO - Epoch [44][3700/3757] lr: 1.000e-04, eta: 7:50:00, time: 1.114, data_time: 0.014, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9227, loss_cls: 0.9138, loss: 0.9138, grad_norm: 6.4782 2021-06-18 12:38:06,672 - mmaction - INFO - Epoch [44][3720/3757] lr: 1.000e-04, eta: 7:49:35, time: 1.163, data_time: 0.129, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9250, loss_cls: 0.8967, loss: 0.8967, grad_norm: 6.2697 2021-06-18 12:38:29,199 - mmaction - INFO - Epoch [44][3740/3757] lr: 1.000e-04, eta: 7:49:10, time: 1.129, data_time: 0.268, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9125, loss_cls: 0.9248, loss: 0.9248, grad_norm: 6.3548 2021-06-18 12:38:52,138 - mmaction - INFO - Saving checkpoint at 44 epochs 2021-06-18 12:51:21,522 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 12:51:22,540 - mmaction - INFO - top1_acc 0.7041 top5_acc 0.8972 2021-06-18 12:51:22,541 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 12:51:22,617 - mmaction - INFO - mean_acc 0.7040 2021-06-18 12:51:23,500 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_44.pth. 2021-06-18 12:51:23,501 - mmaction - INFO - Best top1_acc is 0.7041 at 44 epoch. 2021-06-18 12:51:23,516 - mmaction - INFO - Epoch(val) [44][3757] top1_acc: 0.7041, top5_acc: 0.8972, mean_class_accuracy: 0.7040 2021-06-18 12:58:56,187 - mmaction - INFO - Epoch [45][20/3757] lr: 1.000e-04, eta: 7:49:19, time: 22.627, data_time: 21.661, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9195, loss_cls: 0.9432, loss: 0.9432, grad_norm: 6.5359 2021-06-18 12:59:18,880 - mmaction - INFO - Epoch [45][40/3757] lr: 1.000e-04, eta: 7:48:54, time: 1.135, data_time: 0.005, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9148, loss_cls: 0.9574, loss: 0.9574, grad_norm: 6.6158 2021-06-18 12:59:41,835 - mmaction - INFO - Epoch [45][60/3757] lr: 1.000e-04, eta: 7:48:28, time: 1.148, data_time: 0.087, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9031, loss_cls: 0.9990, loss: 0.9990, grad_norm: 6.6751 2021-06-18 13:00:05,026 - mmaction - INFO - Epoch [45][80/3757] lr: 1.000e-04, eta: 7:48:03, time: 1.159, data_time: 0.276, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9219, loss_cls: 0.9404, loss: 0.9404, grad_norm: 6.5473 2021-06-18 13:00:28,046 - mmaction - INFO - Epoch [45][100/3757] lr: 1.000e-04, eta: 7:47:38, time: 1.151, data_time: 0.151, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 0.9839, loss: 0.9839, grad_norm: 6.7415 2021-06-18 13:00:51,715 - mmaction - INFO - Epoch [45][120/3757] lr: 1.000e-04, eta: 7:47:13, time: 1.184, data_time: 0.311, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9164, loss_cls: 1.0092, loss: 1.0092, grad_norm: 6.7799 2021-06-18 13:01:14,655 - mmaction - INFO - Epoch [45][140/3757] lr: 1.000e-04, eta: 7:46:47, time: 1.148, data_time: 0.096, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9211, loss_cls: 0.9491, loss: 0.9491, grad_norm: 6.4591 2021-06-18 13:01:38,034 - mmaction - INFO - Epoch [45][160/3757] lr: 1.000e-04, eta: 7:46:22, time: 1.168, data_time: 0.166, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9250, loss_cls: 0.9574, loss: 0.9574, grad_norm: 6.6055 2021-06-18 13:02:00,526 - mmaction - INFO - Epoch [45][180/3757] lr: 1.000e-04, eta: 7:45:57, time: 1.125, data_time: 0.231, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9086, loss_cls: 0.9392, loss: 0.9392, grad_norm: 6.5441 2021-06-18 13:02:23,664 - mmaction - INFO - Epoch [45][200/3757] lr: 1.000e-04, eta: 7:45:32, time: 1.156, data_time: 0.379, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9078, loss_cls: 0.9959, loss: 0.9959, grad_norm: 6.5231 2021-06-18 13:02:47,791 - mmaction - INFO - Epoch [45][220/3757] lr: 1.000e-04, eta: 7:45:07, time: 1.207, data_time: 0.016, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9172, loss_cls: 1.0080, loss: 1.0080, grad_norm: 6.7199 2021-06-18 13:03:10,168 - mmaction - INFO - Epoch [45][240/3757] lr: 1.000e-04, eta: 7:44:41, time: 1.112, data_time: 0.001, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9148, loss_cls: 0.9719, loss: 0.9719, grad_norm: 6.7464 2021-06-18 13:03:33,278 - mmaction - INFO - Epoch [45][260/3757] lr: 1.000e-04, eta: 7:44:16, time: 1.158, data_time: 0.010, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9000, loss_cls: 1.0404, loss: 1.0404, grad_norm: 6.9571 2021-06-18 13:03:55,275 - mmaction - INFO - Epoch [45][280/3757] lr: 1.000e-04, eta: 7:43:50, time: 1.102, data_time: 0.006, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9102, loss_cls: 0.9738, loss: 0.9738, grad_norm: 6.5279 2021-06-18 13:04:17,335 - mmaction - INFO - Epoch [45][300/3757] lr: 1.000e-04, eta: 7:43:25, time: 1.105, data_time: 0.004, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9086, loss_cls: 0.9820, loss: 0.9820, grad_norm: 6.4757 2021-06-18 13:04:40,385 - mmaction - INFO - Epoch [45][320/3757] lr: 1.000e-04, eta: 7:43:00, time: 1.152, data_time: 0.001, memory: 7080, top1_acc: 0.7844, top5_acc: 0.9227, loss_cls: 0.8760, loss: 0.8760, grad_norm: 6.3707 2021-06-18 13:05:04,035 - mmaction - INFO - Epoch [45][340/3757] lr: 1.000e-04, eta: 7:42:35, time: 1.183, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9102, loss_cls: 0.9923, loss: 0.9923, grad_norm: 6.5386 2021-06-18 13:05:27,616 - mmaction - INFO - Epoch [45][360/3757] lr: 1.000e-04, eta: 7:42:09, time: 1.179, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9070, loss_cls: 0.9690, loss: 0.9690, grad_norm: 6.6207 2021-06-18 13:05:50,312 - mmaction - INFO - Epoch [45][380/3757] lr: 1.000e-04, eta: 7:41:44, time: 1.134, data_time: 0.004, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9086, loss_cls: 1.0067, loss: 1.0067, grad_norm: 6.7671 2021-06-18 13:06:13,212 - mmaction - INFO - Epoch [45][400/3757] lr: 1.000e-04, eta: 7:41:19, time: 1.146, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9133, loss_cls: 0.9624, loss: 0.9624, grad_norm: 6.4789 2021-06-18 13:06:35,250 - mmaction - INFO - Epoch [45][420/3757] lr: 1.000e-04, eta: 7:40:53, time: 1.102, data_time: 0.003, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9078, loss_cls: 0.9609, loss: 0.9609, grad_norm: 6.4875 2021-06-18 13:06:58,448 - mmaction - INFO - Epoch [45][440/3757] lr: 1.000e-04, eta: 7:40:28, time: 1.160, data_time: 0.001, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9164, loss_cls: 1.0055, loss: 1.0055, grad_norm: 6.8753 2021-06-18 13:07:21,130 - mmaction - INFO - Epoch [45][460/3757] lr: 1.000e-04, eta: 7:40:03, time: 1.134, data_time: 0.005, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9047, loss_cls: 0.9897, loss: 0.9897, grad_norm: 6.6707 2021-06-18 13:07:43,395 - mmaction - INFO - Epoch [45][480/3757] lr: 1.000e-04, eta: 7:39:38, time: 1.113, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9047, loss_cls: 0.9874, loss: 0.9874, grad_norm: 6.6350 2021-06-18 13:08:05,105 - mmaction - INFO - Epoch [45][500/3757] lr: 1.000e-04, eta: 7:39:12, time: 1.084, data_time: 0.002, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9094, loss_cls: 0.9773, loss: 0.9773, grad_norm: 6.6671 2021-06-18 13:08:27,995 - mmaction - INFO - Epoch [45][520/3757] lr: 1.000e-04, eta: 7:38:47, time: 1.145, data_time: 0.066, memory: 7080, top1_acc: 0.7336, top5_acc: 0.8852, loss_cls: 1.0633, loss: 1.0633, grad_norm: 6.7172 2021-06-18 13:08:51,827 - mmaction - INFO - Epoch [45][540/3757] lr: 1.000e-04, eta: 7:38:22, time: 1.193, data_time: 0.004, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9172, loss_cls: 0.9331, loss: 0.9331, grad_norm: 6.7310 2021-06-18 13:09:13,627 - mmaction - INFO - Epoch [45][560/3757] lr: 1.000e-04, eta: 7:37:56, time: 1.090, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9070, loss_cls: 0.9745, loss: 0.9745, grad_norm: 6.5379 2021-06-18 13:09:35,786 - mmaction - INFO - Epoch [45][580/3757] lr: 1.000e-04, eta: 7:37:31, time: 1.105, data_time: 0.128, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9289, loss_cls: 0.9643, loss: 0.9643, grad_norm: 6.7778 2021-06-18 13:09:58,457 - mmaction - INFO - Epoch [45][600/3757] lr: 1.000e-04, eta: 7:37:06, time: 1.137, data_time: 0.232, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9227, loss_cls: 0.9149, loss: 0.9149, grad_norm: 6.4166 2021-06-18 13:10:21,403 - mmaction - INFO - Epoch [45][620/3757] lr: 1.000e-04, eta: 7:36:40, time: 1.145, data_time: 0.035, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9109, loss_cls: 0.9779, loss: 0.9779, grad_norm: 6.5518 2021-06-18 13:10:44,211 - mmaction - INFO - Epoch [45][640/3757] lr: 1.000e-04, eta: 7:36:15, time: 1.141, data_time: 0.188, memory: 7080, top1_acc: 0.7445, top5_acc: 0.8969, loss_cls: 1.0160, loss: 1.0160, grad_norm: 6.5538 2021-06-18 13:11:06,988 - mmaction - INFO - Epoch [45][660/3757] lr: 1.000e-04, eta: 7:35:50, time: 1.139, data_time: 0.185, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9203, loss_cls: 0.9295, loss: 0.9295, grad_norm: 6.4915 2021-06-18 13:11:30,508 - mmaction - INFO - Epoch [45][680/3757] lr: 1.000e-04, eta: 7:35:25, time: 1.177, data_time: 0.134, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9156, loss_cls: 0.9396, loss: 0.9396, grad_norm: 6.5133 2021-06-18 13:11:53,452 - mmaction - INFO - Epoch [45][700/3757] lr: 1.000e-04, eta: 7:34:59, time: 1.146, data_time: 0.026, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9078, loss_cls: 0.9968, loss: 0.9968, grad_norm: 6.6746 2021-06-18 13:12:14,764 - mmaction - INFO - Epoch [45][720/3757] lr: 1.000e-04, eta: 7:34:34, time: 1.067, data_time: 0.002, memory: 7080, top1_acc: 0.7156, top5_acc: 0.9016, loss_cls: 1.0705, loss: 1.0705, grad_norm: 7.0007 2021-06-18 13:12:37,416 - mmaction - INFO - Epoch [45][740/3757] lr: 1.000e-04, eta: 7:34:08, time: 1.132, data_time: 0.152, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9164, loss_cls: 1.0111, loss: 1.0111, grad_norm: 6.7445 2021-06-18 13:13:00,476 - mmaction - INFO - Epoch [45][760/3757] lr: 1.000e-04, eta: 7:33:43, time: 1.153, data_time: 0.069, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9172, loss_cls: 0.9755, loss: 0.9755, grad_norm: 6.7584 2021-06-18 13:13:22,760 - mmaction - INFO - Epoch [45][780/3757] lr: 1.000e-04, eta: 7:33:18, time: 1.113, data_time: 0.306, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9305, loss_cls: 0.8458, loss: 0.8458, grad_norm: 6.3269 2021-06-18 13:13:45,696 - mmaction - INFO - Epoch [45][800/3757] lr: 1.000e-04, eta: 7:32:53, time: 1.147, data_time: 0.313, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9039, loss_cls: 1.0010, loss: 1.0010, grad_norm: 6.7921 2021-06-18 13:14:07,630 - mmaction - INFO - Epoch [45][820/3757] lr: 1.000e-04, eta: 7:32:27, time: 1.097, data_time: 0.030, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9016, loss_cls: 1.0070, loss: 1.0070, grad_norm: 6.5271 2021-06-18 13:14:30,624 - mmaction - INFO - Epoch [45][840/3757] lr: 1.000e-04, eta: 7:32:02, time: 1.150, data_time: 0.048, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9266, loss_cls: 0.8986, loss: 0.8986, grad_norm: 6.2765 2021-06-18 13:14:54,988 - mmaction - INFO - Epoch [45][860/3757] lr: 1.000e-04, eta: 7:31:37, time: 1.218, data_time: 0.162, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9148, loss_cls: 0.9412, loss: 0.9412, grad_norm: 6.4622 2021-06-18 13:15:16,232 - mmaction - INFO - Epoch [45][880/3757] lr: 1.000e-04, eta: 7:31:11, time: 1.063, data_time: 0.192, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9148, loss_cls: 0.9756, loss: 0.9756, grad_norm: 6.6632 2021-06-18 13:15:38,580 - mmaction - INFO - Epoch [45][900/3757] lr: 1.000e-04, eta: 7:30:46, time: 1.117, data_time: 0.285, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9086, loss_cls: 0.9150, loss: 0.9150, grad_norm: 6.2674 2021-06-18 13:16:01,315 - mmaction - INFO - Epoch [45][920/3757] lr: 1.000e-04, eta: 7:30:21, time: 1.137, data_time: 0.087, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9258, loss_cls: 0.9060, loss: 0.9060, grad_norm: 6.5029 2021-06-18 13:16:24,114 - mmaction - INFO - Epoch [45][940/3757] lr: 1.000e-04, eta: 7:29:55, time: 1.141, data_time: 0.051, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9219, loss_cls: 0.9288, loss: 0.9288, grad_norm: 6.4404 2021-06-18 13:16:48,008 - mmaction - INFO - Epoch [45][960/3757] lr: 1.000e-04, eta: 7:29:30, time: 1.194, data_time: 0.001, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9008, loss_cls: 0.9696, loss: 0.9696, grad_norm: 6.3756 2021-06-18 13:17:10,699 - mmaction - INFO - Epoch [45][980/3757] lr: 1.000e-04, eta: 7:29:05, time: 1.134, data_time: 0.002, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9148, loss_cls: 0.9884, loss: 0.9884, grad_norm: 6.8597 2021-06-18 13:17:33,729 - mmaction - INFO - Epoch [45][1000/3757] lr: 1.000e-04, eta: 7:28:40, time: 1.152, data_time: 0.003, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9109, loss_cls: 1.0153, loss: 1.0153, grad_norm: 6.9043 2021-06-18 13:17:57,024 - mmaction - INFO - Epoch [45][1020/3757] lr: 1.000e-04, eta: 7:28:15, time: 1.163, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9031, loss_cls: 1.0038, loss: 1.0038, grad_norm: 6.6628 2021-06-18 13:18:19,766 - mmaction - INFO - Epoch [45][1040/3757] lr: 1.000e-04, eta: 7:27:49, time: 1.140, data_time: 0.004, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9102, loss_cls: 0.9775, loss: 0.9775, grad_norm: 6.7391 2021-06-18 13:18:42,607 - mmaction - INFO - Epoch [45][1060/3757] lr: 1.000e-04, eta: 7:27:24, time: 1.142, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9164, loss_cls: 0.9355, loss: 0.9355, grad_norm: 6.4854 2021-06-18 13:19:05,278 - mmaction - INFO - Epoch [45][1080/3757] lr: 1.000e-04, eta: 7:26:59, time: 1.133, data_time: 0.024, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9393, loss: 0.9393, grad_norm: 6.3966 2021-06-18 13:19:27,692 - mmaction - INFO - Epoch [45][1100/3757] lr: 1.000e-04, eta: 7:26:33, time: 1.118, data_time: 0.066, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9187, loss_cls: 0.9197, loss: 0.9197, grad_norm: 6.5840 2021-06-18 13:19:51,230 - mmaction - INFO - Epoch [45][1120/3757] lr: 1.000e-04, eta: 7:26:08, time: 1.177, data_time: 0.026, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9305, loss_cls: 0.9206, loss: 0.9206, grad_norm: 6.3103 2021-06-18 13:20:14,130 - mmaction - INFO - Epoch [45][1140/3757] lr: 1.000e-04, eta: 7:25:43, time: 1.147, data_time: 0.173, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9227, loss_cls: 0.9766, loss: 0.9766, grad_norm: 6.7691 2021-06-18 13:20:36,612 - mmaction - INFO - Epoch [45][1160/3757] lr: 1.000e-04, eta: 7:25:18, time: 1.124, data_time: 0.381, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9164, loss_cls: 0.9879, loss: 0.9879, grad_norm: 6.4902 2021-06-18 13:21:00,091 - mmaction - INFO - Epoch [45][1180/3757] lr: 1.000e-04, eta: 7:24:52, time: 1.174, data_time: 0.369, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9289, loss_cls: 0.8964, loss: 0.8964, grad_norm: 6.3423 2021-06-18 13:21:23,222 - mmaction - INFO - Epoch [45][1200/3757] lr: 1.000e-04, eta: 7:24:27, time: 1.156, data_time: 0.186, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9195, loss_cls: 0.9588, loss: 0.9588, grad_norm: 6.7307 2021-06-18 13:21:45,500 - mmaction - INFO - Epoch [45][1220/3757] lr: 1.000e-04, eta: 7:24:02, time: 1.114, data_time: 0.199, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9187, loss_cls: 0.9540, loss: 0.9540, grad_norm: 6.4986 2021-06-18 13:22:07,916 - mmaction - INFO - Epoch [45][1240/3757] lr: 1.000e-04, eta: 7:23:37, time: 1.119, data_time: 0.178, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9273, loss_cls: 0.9320, loss: 0.9320, grad_norm: 6.5433 2021-06-18 13:22:31,863 - mmaction - INFO - Epoch [45][1260/3757] lr: 1.000e-04, eta: 7:23:11, time: 1.198, data_time: 0.285, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9125, loss_cls: 0.9949, loss: 0.9949, grad_norm: 6.6702 2021-06-18 13:22:52,897 - mmaction - INFO - Epoch [45][1280/3757] lr: 1.000e-04, eta: 7:22:46, time: 1.052, data_time: 0.137, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9141, loss_cls: 0.9607, loss: 0.9607, grad_norm: 6.5991 2021-06-18 13:23:15,616 - mmaction - INFO - Epoch [45][1300/3757] lr: 1.000e-04, eta: 7:22:21, time: 1.135, data_time: 0.116, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9086, loss_cls: 0.9652, loss: 0.9652, grad_norm: 6.6082 2021-06-18 13:23:38,500 - mmaction - INFO - Epoch [45][1320/3757] lr: 1.000e-04, eta: 7:21:55, time: 1.145, data_time: 0.265, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9016, loss_cls: 0.9773, loss: 0.9773, grad_norm: 6.5900 2021-06-18 13:24:01,521 - mmaction - INFO - Epoch [45][1340/3757] lr: 1.000e-04, eta: 7:21:30, time: 1.147, data_time: 0.216, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9125, loss_cls: 0.9660, loss: 0.9660, grad_norm: 6.5222 2021-06-18 13:24:25,518 - mmaction - INFO - Epoch [45][1360/3757] lr: 1.000e-04, eta: 7:21:05, time: 1.204, data_time: 0.178, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9172, loss_cls: 0.9395, loss: 0.9395, grad_norm: 6.5497 2021-06-18 13:24:47,964 - mmaction - INFO - Epoch [45][1380/3757] lr: 1.000e-04, eta: 7:20:40, time: 1.119, data_time: 0.279, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9148, loss_cls: 0.9697, loss: 0.9697, grad_norm: 6.4618 2021-06-18 13:25:10,998 - mmaction - INFO - Epoch [45][1400/3757] lr: 1.000e-04, eta: 7:20:15, time: 1.155, data_time: 0.168, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9156, loss_cls: 0.8982, loss: 0.8982, grad_norm: 6.1351 2021-06-18 13:25:34,163 - mmaction - INFO - Epoch [45][1420/3757] lr: 1.000e-04, eta: 7:19:49, time: 1.157, data_time: 0.211, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9141, loss_cls: 0.9866, loss: 0.9866, grad_norm: 6.4733 2021-06-18 13:25:55,455 - mmaction - INFO - Epoch [45][1440/3757] lr: 1.000e-04, eta: 7:19:24, time: 1.065, data_time: 0.003, memory: 7080, top1_acc: 0.7422, top5_acc: 0.8984, loss_cls: 1.0356, loss: 1.0356, grad_norm: 6.6972 2021-06-18 13:26:17,691 - mmaction - INFO - Epoch [45][1460/3757] lr: 1.000e-04, eta: 7:18:59, time: 1.112, data_time: 0.003, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9094, loss_cls: 1.0257, loss: 1.0257, grad_norm: 7.0020 2021-06-18 13:26:40,772 - mmaction - INFO - Epoch [45][1480/3757] lr: 1.000e-04, eta: 7:18:33, time: 1.154, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9102, loss_cls: 0.9820, loss: 0.9820, grad_norm: 6.8600 2021-06-18 13:27:01,581 - mmaction - INFO - Epoch [45][1500/3757] lr: 1.000e-04, eta: 7:18:08, time: 1.041, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9281, loss_cls: 0.9320, loss: 0.9320, grad_norm: 6.5004 2021-06-18 13:27:25,392 - mmaction - INFO - Epoch [45][1520/3757] lr: 1.000e-04, eta: 7:17:43, time: 1.189, data_time: 0.001, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9117, loss_cls: 1.0066, loss: 1.0066, grad_norm: 6.7822 2021-06-18 13:27:47,508 - mmaction - INFO - Epoch [45][1540/3757] lr: 1.000e-04, eta: 7:17:17, time: 1.104, data_time: 0.019, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9258, loss_cls: 0.8930, loss: 0.8930, grad_norm: 6.3969 2021-06-18 13:28:10,052 - mmaction - INFO - Epoch [45][1560/3757] lr: 1.000e-04, eta: 7:16:52, time: 1.129, data_time: 0.113, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9117, loss_cls: 0.9756, loss: 0.9756, grad_norm: 6.7167 2021-06-18 13:28:33,153 - mmaction - INFO - Epoch [45][1580/3757] lr: 1.000e-04, eta: 7:16:27, time: 1.154, data_time: 0.018, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9039, loss_cls: 0.9701, loss: 0.9701, grad_norm: 6.6366 2021-06-18 13:28:55,516 - mmaction - INFO - Epoch [45][1600/3757] lr: 1.000e-04, eta: 7:16:01, time: 1.118, data_time: 0.154, memory: 7080, top1_acc: 0.7367, top5_acc: 0.8961, loss_cls: 1.0486, loss: 1.0486, grad_norm: 6.7025 2021-06-18 13:29:18,353 - mmaction - INFO - Epoch [45][1620/3757] lr: 1.000e-04, eta: 7:15:36, time: 1.142, data_time: 0.307, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9227, loss_cls: 0.9741, loss: 0.9741, grad_norm: 6.8101 2021-06-18 13:29:41,863 - mmaction - INFO - Epoch [45][1640/3757] lr: 1.000e-04, eta: 7:15:11, time: 1.174, data_time: 0.365, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9117, loss_cls: 0.9698, loss: 0.9698, grad_norm: 6.5640 2021-06-18 13:30:05,108 - mmaction - INFO - Epoch [45][1660/3757] lr: 1.000e-04, eta: 7:14:46, time: 1.162, data_time: 0.323, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9336, loss_cls: 0.9256, loss: 0.9256, grad_norm: 6.7142 2021-06-18 13:30:27,810 - mmaction - INFO - Epoch [45][1680/3757] lr: 1.000e-04, eta: 7:14:21, time: 1.137, data_time: 0.034, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9070, loss_cls: 1.0234, loss: 1.0234, grad_norm: 6.8342 2021-06-18 13:30:50,494 - mmaction - INFO - Epoch [45][1700/3757] lr: 1.000e-04, eta: 7:13:55, time: 1.134, data_time: 0.014, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9109, loss_cls: 0.9966, loss: 0.9966, grad_norm: 6.6315 2021-06-18 13:31:12,673 - mmaction - INFO - Epoch [45][1720/3757] lr: 1.000e-04, eta: 7:13:30, time: 1.109, data_time: 0.015, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9102, loss_cls: 0.9538, loss: 0.9538, grad_norm: 6.5399 2021-06-18 13:31:35,232 - mmaction - INFO - Epoch [45][1740/3757] lr: 1.000e-04, eta: 7:13:05, time: 1.128, data_time: 0.091, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9148, loss_cls: 0.9935, loss: 0.9935, grad_norm: 6.7530 2021-06-18 13:31:59,007 - mmaction - INFO - Epoch [45][1760/3757] lr: 1.000e-04, eta: 7:12:40, time: 1.189, data_time: 0.023, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9133, loss_cls: 0.9608, loss: 0.9608, grad_norm: 6.5481 2021-06-18 13:32:21,799 - mmaction - INFO - Epoch [45][1780/3757] lr: 1.000e-04, eta: 7:12:14, time: 1.139, data_time: 0.013, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0476, loss: 1.0476, grad_norm: 6.7991 2021-06-18 13:32:43,050 - mmaction - INFO - Epoch [45][1800/3757] lr: 1.000e-04, eta: 7:11:49, time: 1.062, data_time: 0.021, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9242, loss_cls: 0.9145, loss: 0.9145, grad_norm: 6.5303 2021-06-18 13:33:06,841 - mmaction - INFO - Epoch [45][1820/3757] lr: 1.000e-04, eta: 7:11:24, time: 1.190, data_time: 0.180, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9219, loss_cls: 0.9413, loss: 0.9413, grad_norm: 6.5703 2021-06-18 13:33:30,527 - mmaction - INFO - Epoch [45][1840/3757] lr: 1.000e-04, eta: 7:10:59, time: 1.184, data_time: 0.052, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9156, loss_cls: 0.9672, loss: 0.9672, grad_norm: 6.5477 2021-06-18 13:33:52,917 - mmaction - INFO - Epoch [45][1860/3757] lr: 1.000e-04, eta: 7:10:33, time: 1.120, data_time: 0.152, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9102, loss_cls: 0.9371, loss: 0.9371, grad_norm: 6.5861 2021-06-18 13:34:15,437 - mmaction - INFO - Epoch [45][1880/3757] lr: 1.000e-04, eta: 7:10:08, time: 1.120, data_time: 0.013, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9141, loss_cls: 0.9847, loss: 0.9847, grad_norm: 6.8105 2021-06-18 13:34:38,850 - mmaction - INFO - Epoch [45][1900/3757] lr: 1.000e-04, eta: 7:09:43, time: 1.176, data_time: 0.191, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9133, loss_cls: 0.9621, loss: 0.9621, grad_norm: 6.7978 2021-06-18 13:35:01,470 - mmaction - INFO - Epoch [45][1920/3757] lr: 1.000e-04, eta: 7:09:18, time: 1.132, data_time: 0.050, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9125, loss_cls: 0.9498, loss: 0.9498, grad_norm: 6.5345 2021-06-18 13:35:25,477 - mmaction - INFO - Epoch [45][1940/3757] lr: 1.000e-04, eta: 7:08:52, time: 1.200, data_time: 0.034, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9180, loss_cls: 0.9723, loss: 0.9723, grad_norm: 6.6880 2021-06-18 13:35:47,299 - mmaction - INFO - Epoch [45][1960/3757] lr: 1.000e-04, eta: 7:08:27, time: 1.090, data_time: 0.030, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9289, loss_cls: 0.9092, loss: 0.9092, grad_norm: 6.6039 2021-06-18 13:36:10,598 - mmaction - INFO - Epoch [45][1980/3757] lr: 1.000e-04, eta: 7:08:02, time: 1.166, data_time: 0.294, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9094, loss_cls: 0.9526, loss: 0.9526, grad_norm: 6.7237 2021-06-18 13:36:33,262 - mmaction - INFO - Epoch [45][2000/3757] lr: 1.000e-04, eta: 7:07:37, time: 1.133, data_time: 0.060, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9000, loss_cls: 1.0630, loss: 1.0630, grad_norm: 6.7934 2021-06-18 13:36:55,561 - mmaction - INFO - Epoch [45][2020/3757] lr: 1.000e-04, eta: 7:07:11, time: 1.114, data_time: 0.122, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9031, loss_cls: 1.0146, loss: 1.0146, grad_norm: 6.7609 2021-06-18 13:37:17,703 - mmaction - INFO - Epoch [45][2040/3757] lr: 1.000e-04, eta: 7:06:46, time: 1.107, data_time: 0.066, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9164, loss_cls: 0.9712, loss: 0.9712, grad_norm: 6.6968 2021-06-18 13:37:39,986 - mmaction - INFO - Epoch [45][2060/3757] lr: 1.000e-04, eta: 7:06:21, time: 1.115, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9102, loss_cls: 0.9995, loss: 0.9995, grad_norm: 6.7225 2021-06-18 13:38:01,682 - mmaction - INFO - Epoch [45][2080/3757] lr: 1.000e-04, eta: 7:05:55, time: 1.085, data_time: 0.017, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9062, loss_cls: 0.9754, loss: 0.9754, grad_norm: 6.7559 2021-06-18 13:38:25,735 - mmaction - INFO - Epoch [45][2100/3757] lr: 1.000e-04, eta: 7:05:30, time: 1.202, data_time: 0.111, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9031, loss_cls: 0.9917, loss: 0.9917, grad_norm: 6.5305 2021-06-18 13:38:47,775 - mmaction - INFO - Epoch [45][2120/3757] lr: 1.000e-04, eta: 7:05:05, time: 1.103, data_time: 0.146, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9133, loss_cls: 0.9673, loss: 0.9673, grad_norm: 6.5555 2021-06-18 13:39:11,078 - mmaction - INFO - Epoch [45][2140/3757] lr: 1.000e-04, eta: 7:04:40, time: 1.164, data_time: 0.061, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9266, loss_cls: 0.9381, loss: 0.9381, grad_norm: 6.7947 2021-06-18 13:39:34,134 - mmaction - INFO - Epoch [45][2160/3757] lr: 1.000e-04, eta: 7:04:14, time: 1.154, data_time: 0.003, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9203, loss_cls: 0.9163, loss: 0.9163, grad_norm: 6.5163 2021-06-18 13:39:56,531 - mmaction - INFO - Epoch [45][2180/3757] lr: 1.000e-04, eta: 7:03:49, time: 1.120, data_time: 0.006, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9180, loss_cls: 0.9534, loss: 0.9534, grad_norm: 6.5204 2021-06-18 13:40:18,379 - mmaction - INFO - Epoch [45][2200/3757] lr: 1.000e-04, eta: 7:03:24, time: 1.093, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9125, loss_cls: 0.9356, loss: 0.9356, grad_norm: 6.4005 2021-06-18 13:40:42,945 - mmaction - INFO - Epoch [45][2220/3757] lr: 1.000e-04, eta: 7:02:59, time: 1.228, data_time: 0.003, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9258, loss_cls: 0.9731, loss: 0.9731, grad_norm: 6.7684 2021-06-18 13:41:06,979 - mmaction - INFO - Epoch [45][2240/3757] lr: 1.000e-04, eta: 7:02:34, time: 1.202, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9273, loss_cls: 0.8537, loss: 0.8537, grad_norm: 6.2905 2021-06-18 13:41:28,995 - mmaction - INFO - Epoch [45][2260/3757] lr: 1.000e-04, eta: 7:02:08, time: 1.097, data_time: 0.002, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9250, loss_cls: 0.9649, loss: 0.9649, grad_norm: 6.6543 2021-06-18 13:41:51,792 - mmaction - INFO - Epoch [45][2280/3757] lr: 1.000e-04, eta: 7:01:43, time: 1.140, data_time: 0.005, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9211, loss_cls: 0.9336, loss: 0.9336, grad_norm: 6.5311 2021-06-18 13:42:14,364 - mmaction - INFO - Epoch [45][2300/3757] lr: 1.000e-04, eta: 7:01:18, time: 1.132, data_time: 0.006, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9008, loss_cls: 1.0021, loss: 1.0021, grad_norm: 6.6704 2021-06-18 13:42:36,083 - mmaction - INFO - Epoch [45][2320/3757] lr: 1.000e-04, eta: 7:00:52, time: 1.085, data_time: 0.116, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9172, loss_cls: 0.9073, loss: 0.9073, grad_norm: 6.4046 2021-06-18 13:42:58,928 - mmaction - INFO - Epoch [45][2340/3757] lr: 1.000e-04, eta: 7:00:27, time: 1.142, data_time: 0.025, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9109, loss_cls: 0.9731, loss: 0.9731, grad_norm: 6.6565 2021-06-18 13:43:22,103 - mmaction - INFO - Epoch [45][2360/3757] lr: 1.000e-04, eta: 7:00:02, time: 1.159, data_time: 0.241, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9141, loss_cls: 0.8947, loss: 0.8947, grad_norm: 6.2355 2021-06-18 13:43:44,758 - mmaction - INFO - Epoch [45][2380/3757] lr: 1.000e-04, eta: 6:59:37, time: 1.133, data_time: 0.073, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9102, loss_cls: 0.9692, loss: 0.9692, grad_norm: 6.2647 2021-06-18 13:44:08,737 - mmaction - INFO - Epoch [45][2400/3757] lr: 1.000e-04, eta: 6:59:12, time: 1.199, data_time: 0.105, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9180, loss_cls: 0.9404, loss: 0.9404, grad_norm: 6.3780 2021-06-18 13:44:31,181 - mmaction - INFO - Epoch [45][2420/3757] lr: 1.000e-04, eta: 6:58:46, time: 1.120, data_time: 0.002, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9195, loss_cls: 0.9420, loss: 0.9420, grad_norm: 6.4023 2021-06-18 13:44:53,553 - mmaction - INFO - Epoch [45][2440/3757] lr: 1.000e-04, eta: 6:58:21, time: 1.118, data_time: 0.026, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9187, loss_cls: 0.8958, loss: 0.8958, grad_norm: 6.2547 2021-06-18 13:45:16,388 - mmaction - INFO - Epoch [45][2460/3757] lr: 1.000e-04, eta: 6:57:56, time: 1.145, data_time: 0.016, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9070, loss_cls: 0.9702, loss: 0.9702, grad_norm: 6.5398 2021-06-18 13:45:40,816 - mmaction - INFO - Epoch [45][2480/3757] lr: 1.000e-04, eta: 6:57:31, time: 1.221, data_time: 0.018, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9187, loss_cls: 0.9158, loss: 0.9158, grad_norm: 6.5850 2021-06-18 13:46:03,208 - mmaction - INFO - Epoch [45][2500/3757] lr: 1.000e-04, eta: 6:57:06, time: 1.119, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9109, loss_cls: 0.9473, loss: 0.9473, grad_norm: 6.5134 2021-06-18 13:46:26,120 - mmaction - INFO - Epoch [45][2520/3757] lr: 1.000e-04, eta: 6:56:40, time: 1.147, data_time: 0.003, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9141, loss_cls: 0.9157, loss: 0.9157, grad_norm: 6.3699 2021-06-18 13:46:49,071 - mmaction - INFO - Epoch [45][2540/3757] lr: 1.000e-04, eta: 6:56:15, time: 1.146, data_time: 0.011, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9141, loss_cls: 0.9656, loss: 0.9656, grad_norm: 6.6247 2021-06-18 13:47:10,679 - mmaction - INFO - Epoch [45][2560/3757] lr: 1.000e-04, eta: 6:55:50, time: 1.082, data_time: 0.185, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9289, loss_cls: 0.8581, loss: 0.8581, grad_norm: 6.1288 2021-06-18 13:47:33,269 - mmaction - INFO - Epoch [45][2580/3757] lr: 1.000e-04, eta: 6:55:25, time: 1.128, data_time: 0.238, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9109, loss_cls: 0.9580, loss: 0.9580, grad_norm: 6.6253 2021-06-18 13:47:55,345 - mmaction - INFO - Epoch [45][2600/3757] lr: 1.000e-04, eta: 6:54:59, time: 1.100, data_time: 0.091, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9141, loss_cls: 0.9456, loss: 0.9456, grad_norm: 6.5526 2021-06-18 13:48:19,474 - mmaction - INFO - Epoch [45][2620/3757] lr: 1.000e-04, eta: 6:54:34, time: 1.211, data_time: 0.331, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9266, loss_cls: 0.9097, loss: 0.9097, grad_norm: 6.4184 2021-06-18 13:48:41,586 - mmaction - INFO - Epoch [45][2640/3757] lr: 1.000e-04, eta: 6:54:09, time: 1.106, data_time: 0.213, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9211, loss_cls: 0.9293, loss: 0.9293, grad_norm: 6.5569 2021-06-18 13:49:04,276 - mmaction - INFO - Epoch [45][2660/3757] lr: 1.000e-04, eta: 6:53:44, time: 1.134, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9250, loss_cls: 0.8702, loss: 0.8702, grad_norm: 6.1823 2021-06-18 13:49:28,804 - mmaction - INFO - Epoch [45][2680/3757] lr: 1.000e-04, eta: 6:53:19, time: 1.223, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9172, loss_cls: 0.9585, loss: 0.9585, grad_norm: 6.6684 2021-06-18 13:49:50,790 - mmaction - INFO - Epoch [45][2700/3757] lr: 1.000e-04, eta: 6:52:53, time: 1.103, data_time: 0.005, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9016, loss_cls: 1.0545, loss: 1.0545, grad_norm: 6.8049 2021-06-18 13:50:12,162 - mmaction - INFO - Epoch [45][2720/3757] lr: 1.000e-04, eta: 6:52:28, time: 1.068, data_time: 0.003, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0187, loss: 1.0187, grad_norm: 6.7263 2021-06-18 13:50:34,675 - mmaction - INFO - Epoch [45][2740/3757] lr: 1.000e-04, eta: 6:52:03, time: 1.126, data_time: 0.003, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9117, loss_cls: 0.9878, loss: 0.9878, grad_norm: 6.7626 2021-06-18 13:50:56,619 - mmaction - INFO - Epoch [45][2760/3757] lr: 1.000e-04, eta: 6:51:37, time: 1.096, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9297, loss_cls: 0.9239, loss: 0.9239, grad_norm: 6.6391 2021-06-18 13:51:20,726 - mmaction - INFO - Epoch [45][2780/3757] lr: 1.000e-04, eta: 6:51:12, time: 1.207, data_time: 0.005, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9313, loss_cls: 0.8983, loss: 0.8983, grad_norm: 6.4657 2021-06-18 13:51:42,175 - mmaction - INFO - Epoch [45][2800/3757] lr: 1.000e-04, eta: 6:50:47, time: 1.070, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9313, loss_cls: 0.8719, loss: 0.8719, grad_norm: 6.2369 2021-06-18 13:52:05,689 - mmaction - INFO - Epoch [45][2820/3757] lr: 1.000e-04, eta: 6:50:22, time: 1.177, data_time: 0.004, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9023, loss_cls: 1.0421, loss: 1.0421, grad_norm: 6.9101 2021-06-18 13:52:29,115 - mmaction - INFO - Epoch [45][2840/3757] lr: 1.000e-04, eta: 6:49:57, time: 1.171, data_time: 0.003, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9219, loss_cls: 0.9230, loss: 0.9230, grad_norm: 6.5898 2021-06-18 13:52:52,100 - mmaction - INFO - Epoch [45][2860/3757] lr: 1.000e-04, eta: 6:49:31, time: 1.151, data_time: 0.004, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9195, loss_cls: 0.9007, loss: 0.9007, grad_norm: 6.3241 2021-06-18 13:53:15,888 - mmaction - INFO - Epoch [45][2880/3757] lr: 1.000e-04, eta: 6:49:06, time: 1.189, data_time: 0.038, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9109, loss_cls: 0.9958, loss: 0.9958, grad_norm: 6.7459 2021-06-18 13:53:37,689 - mmaction - INFO - Epoch [45][2900/3757] lr: 1.000e-04, eta: 6:48:41, time: 1.089, data_time: 0.140, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9203, loss_cls: 0.9838, loss: 0.9838, grad_norm: 6.6758 2021-06-18 13:54:01,053 - mmaction - INFO - Epoch [45][2920/3757] lr: 1.000e-04, eta: 6:48:16, time: 1.170, data_time: 0.204, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9148, loss_cls: 0.9843, loss: 0.9843, grad_norm: 6.6324 2021-06-18 13:54:24,176 - mmaction - INFO - Epoch [45][2940/3757] lr: 1.000e-04, eta: 6:47:51, time: 1.156, data_time: 0.255, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9062, loss_cls: 1.0419, loss: 1.0419, grad_norm: 6.8965 2021-06-18 13:54:45,766 - mmaction - INFO - Epoch [45][2960/3757] lr: 1.000e-04, eta: 6:47:25, time: 1.080, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9203, loss_cls: 0.9492, loss: 0.9492, grad_norm: 6.3836 2021-06-18 13:55:10,037 - mmaction - INFO - Epoch [45][2980/3757] lr: 1.000e-04, eta: 6:47:00, time: 1.211, data_time: 0.029, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 0.9645, loss: 0.9645, grad_norm: 6.5458 2021-06-18 13:55:33,783 - mmaction - INFO - Epoch [45][3000/3757] lr: 1.000e-04, eta: 6:46:35, time: 1.189, data_time: 0.004, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0000, loss: 1.0000, grad_norm: 6.6882 2021-06-18 13:55:56,093 - mmaction - INFO - Epoch [45][3020/3757] lr: 1.000e-04, eta: 6:46:10, time: 1.116, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9062, loss_cls: 0.9940, loss: 0.9940, grad_norm: 6.8521 2021-06-18 13:56:17,625 - mmaction - INFO - Epoch [45][3040/3757] lr: 1.000e-04, eta: 6:45:44, time: 1.077, data_time: 0.001, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9164, loss_cls: 0.9316, loss: 0.9316, grad_norm: 6.3254 2021-06-18 13:56:40,964 - mmaction - INFO - Epoch [45][3060/3757] lr: 1.000e-04, eta: 6:45:19, time: 1.166, data_time: 0.003, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9016, loss_cls: 0.9859, loss: 0.9859, grad_norm: 6.7288 2021-06-18 13:57:03,244 - mmaction - INFO - Epoch [45][3080/3757] lr: 1.000e-04, eta: 6:44:54, time: 1.114, data_time: 0.088, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9109, loss_cls: 0.9955, loss: 0.9955, grad_norm: 6.7175 2021-06-18 13:57:25,940 - mmaction - INFO - Epoch [45][3100/3757] lr: 1.000e-04, eta: 6:44:29, time: 1.136, data_time: 0.055, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9086, loss_cls: 0.9977, loss: 0.9977, grad_norm: 6.8120 2021-06-18 13:57:48,775 - mmaction - INFO - Epoch [45][3120/3757] lr: 1.000e-04, eta: 6:44:04, time: 1.141, data_time: 0.308, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9203, loss_cls: 0.9748, loss: 0.9748, grad_norm: 6.5573 2021-06-18 13:58:12,622 - mmaction - INFO - Epoch [45][3140/3757] lr: 1.000e-04, eta: 6:43:38, time: 1.192, data_time: 0.126, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9094, loss_cls: 0.9680, loss: 0.9680, grad_norm: 6.4361 2021-06-18 13:58:34,985 - mmaction - INFO - Epoch [45][3160/3757] lr: 1.000e-04, eta: 6:43:13, time: 1.118, data_time: 0.050, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9094, loss_cls: 0.9977, loss: 0.9977, grad_norm: 6.5874 2021-06-18 13:58:57,716 - mmaction - INFO - Epoch [45][3180/3757] lr: 1.000e-04, eta: 6:42:48, time: 1.138, data_time: 0.231, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 0.9475, loss: 0.9475, grad_norm: 6.6012 2021-06-18 13:59:20,178 - mmaction - INFO - Epoch [45][3200/3757] lr: 1.000e-04, eta: 6:42:23, time: 1.122, data_time: 0.042, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9031, loss_cls: 0.9953, loss: 0.9953, grad_norm: 6.6398 2021-06-18 13:59:43,766 - mmaction - INFO - Epoch [45][3220/3757] lr: 1.000e-04, eta: 6:41:58, time: 1.180, data_time: 0.003, memory: 7080, top1_acc: 0.7430, top5_acc: 0.8961, loss_cls: 1.0260, loss: 1.0260, grad_norm: 6.7902 2021-06-18 14:00:06,753 - mmaction - INFO - Epoch [45][3240/3757] lr: 1.000e-04, eta: 6:41:32, time: 1.149, data_time: 0.002, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9039, loss_cls: 1.0255, loss: 1.0255, grad_norm: 6.6991 2021-06-18 14:00:28,958 - mmaction - INFO - Epoch [45][3260/3757] lr: 1.000e-04, eta: 6:41:07, time: 1.110, data_time: 0.266, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9172, loss_cls: 0.9087, loss: 0.9087, grad_norm: 6.4510 2021-06-18 14:00:51,749 - mmaction - INFO - Epoch [45][3280/3757] lr: 1.000e-04, eta: 6:40:42, time: 1.138, data_time: 0.175, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9266, loss_cls: 0.9450, loss: 0.9450, grad_norm: 6.5348 2021-06-18 14:01:16,115 - mmaction - INFO - Epoch [45][3300/3757] lr: 1.000e-04, eta: 6:40:17, time: 1.218, data_time: 0.084, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9164, loss_cls: 0.9246, loss: 0.9246, grad_norm: 6.5265 2021-06-18 14:01:38,374 - mmaction - INFO - Epoch [45][3320/3757] lr: 1.000e-04, eta: 6:39:52, time: 1.112, data_time: 0.026, memory: 7080, top1_acc: 0.7234, top5_acc: 0.9156, loss_cls: 1.0173, loss: 1.0173, grad_norm: 7.1142 2021-06-18 14:02:00,766 - mmaction - INFO - Epoch [45][3340/3757] lr: 1.000e-04, eta: 6:39:26, time: 1.122, data_time: 0.185, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9062, loss_cls: 0.9795, loss: 0.9795, grad_norm: 6.6824 2021-06-18 14:02:23,688 - mmaction - INFO - Epoch [45][3360/3757] lr: 1.000e-04, eta: 6:39:01, time: 1.146, data_time: 0.176, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9109, loss_cls: 1.0405, loss: 1.0405, grad_norm: 7.0434 2021-06-18 14:02:47,504 - mmaction - INFO - Epoch [45][3380/3757] lr: 1.000e-04, eta: 6:38:36, time: 1.191, data_time: 0.205, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9141, loss_cls: 0.9224, loss: 0.9224, grad_norm: 6.2860 2021-06-18 14:03:11,403 - mmaction - INFO - Epoch [45][3400/3757] lr: 1.000e-04, eta: 6:38:11, time: 1.194, data_time: 0.020, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9187, loss_cls: 0.9276, loss: 0.9276, grad_norm: 6.1894 2021-06-18 14:03:33,442 - mmaction - INFO - Epoch [45][3420/3757] lr: 1.000e-04, eta: 6:37:46, time: 1.100, data_time: 0.002, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9078, loss_cls: 1.0051, loss: 1.0051, grad_norm: 6.8300 2021-06-18 14:03:57,434 - mmaction - INFO - Epoch [45][3440/3757] lr: 1.000e-04, eta: 6:37:21, time: 1.202, data_time: 0.003, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9031, loss_cls: 1.0208, loss: 1.0208, grad_norm: 6.8236 2021-06-18 14:04:20,303 - mmaction - INFO - Epoch [45][3460/3757] lr: 1.000e-04, eta: 6:36:55, time: 1.142, data_time: 0.188, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9172, loss_cls: 0.9434, loss: 0.9434, grad_norm: 6.4534 2021-06-18 14:04:42,339 - mmaction - INFO - Epoch [45][3480/3757] lr: 1.000e-04, eta: 6:36:30, time: 1.104, data_time: 0.198, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9258, loss_cls: 0.9032, loss: 0.9032, grad_norm: 6.2339 2021-06-18 14:05:05,244 - mmaction - INFO - Epoch [45][3500/3757] lr: 1.000e-04, eta: 6:36:05, time: 1.145, data_time: 0.019, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9125, loss_cls: 0.9482, loss: 0.9482, grad_norm: 6.4999 2021-06-18 14:05:26,522 - mmaction - INFO - Epoch [45][3520/3757] lr: 1.000e-04, eta: 6:35:40, time: 1.064, data_time: 0.022, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9094, loss_cls: 0.9481, loss: 0.9481, grad_norm: 6.6616 2021-06-18 14:05:49,800 - mmaction - INFO - Epoch [45][3540/3757] lr: 1.000e-04, eta: 6:35:14, time: 1.164, data_time: 0.042, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9211, loss_cls: 0.9673, loss: 0.9673, grad_norm: 6.6620 2021-06-18 14:06:14,139 - mmaction - INFO - Epoch [45][3560/3757] lr: 1.000e-04, eta: 6:34:49, time: 1.217, data_time: 0.086, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9203, loss_cls: 0.9531, loss: 0.9531, grad_norm: 6.5437 2021-06-18 14:06:36,938 - mmaction - INFO - Epoch [45][3580/3757] lr: 1.000e-04, eta: 6:34:24, time: 1.140, data_time: 0.138, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9109, loss_cls: 0.9795, loss: 0.9795, grad_norm: 6.7612 2021-06-18 14:06:58,933 - mmaction - INFO - Epoch [45][3600/3757] lr: 1.000e-04, eta: 6:33:59, time: 1.099, data_time: 0.099, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9078, loss_cls: 0.9616, loss: 0.9616, grad_norm: 6.5819 2021-06-18 14:07:21,967 - mmaction - INFO - Epoch [45][3620/3757] lr: 1.000e-04, eta: 6:33:34, time: 1.151, data_time: 0.307, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9117, loss_cls: 0.9970, loss: 0.9970, grad_norm: 6.5709 2021-06-18 14:07:44,709 - mmaction - INFO - Epoch [45][3640/3757] lr: 1.000e-04, eta: 6:33:08, time: 1.136, data_time: 0.138, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9187, loss_cls: 0.9067, loss: 0.9067, grad_norm: 6.5238 2021-06-18 14:08:07,704 - mmaction - INFO - Epoch [45][3660/3757] lr: 1.000e-04, eta: 6:32:43, time: 1.152, data_time: 0.006, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9227, loss_cls: 0.8980, loss: 0.8980, grad_norm: 6.1509 2021-06-18 14:08:30,018 - mmaction - INFO - Epoch [45][3680/3757] lr: 1.000e-04, eta: 6:32:18, time: 1.116, data_time: 0.010, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9203, loss_cls: 0.9615, loss: 0.9615, grad_norm: 6.6496 2021-06-18 14:08:54,501 - mmaction - INFO - Epoch [45][3700/3757] lr: 1.000e-04, eta: 6:31:53, time: 1.224, data_time: 0.045, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9086, loss_cls: 1.0036, loss: 1.0036, grad_norm: 6.7522 2021-06-18 14:09:17,082 - mmaction - INFO - Epoch [45][3720/3757] lr: 1.000e-04, eta: 6:31:28, time: 1.129, data_time: 0.003, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9297, loss_cls: 0.8970, loss: 0.8970, grad_norm: 6.4793 2021-06-18 14:09:40,369 - mmaction - INFO - Epoch [45][3740/3757] lr: 1.000e-04, eta: 6:31:03, time: 1.164, data_time: 0.002, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9172, loss_cls: 1.0246, loss: 1.0246, grad_norm: 6.8639 2021-06-18 14:10:02,050 - mmaction - INFO - Saving checkpoint at 45 epochs 2021-06-18 14:21:52,703 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 14:21:53,720 - mmaction - INFO - top1_acc 0.7038 top5_acc 0.8967 2021-06-18 14:21:53,720 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 14:21:53,796 - mmaction - INFO - mean_acc 0.7037 2021-06-18 14:21:53,804 - mmaction - INFO - Epoch(val) [45][3757] top1_acc: 0.7038, top5_acc: 0.8967, mean_class_accuracy: 0.7037 2021-06-18 14:29:25,867 - mmaction - INFO - Epoch [46][20/3757] lr: 1.000e-04, eta: 6:31:02, time: 22.601, data_time: 21.575, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9102, loss_cls: 0.9265, loss: 0.9265, grad_norm: 6.3730 2021-06-18 14:29:49,164 - mmaction - INFO - Epoch [46][40/3757] lr: 1.000e-04, eta: 6:30:36, time: 1.165, data_time: 0.007, memory: 7080, top1_acc: 0.7875, top5_acc: 0.9313, loss_cls: 0.8425, loss: 0.8425, grad_norm: 6.1232 2021-06-18 14:30:12,523 - mmaction - INFO - Epoch [46][60/3757] lr: 1.000e-04, eta: 6:30:11, time: 1.168, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9180, loss_cls: 0.9507, loss: 0.9507, grad_norm: 6.8257 2021-06-18 14:30:35,403 - mmaction - INFO - Epoch [46][80/3757] lr: 1.000e-04, eta: 6:29:46, time: 1.143, data_time: 0.002, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9117, loss_cls: 1.0060, loss: 1.0060, grad_norm: 6.7028 2021-06-18 14:30:59,072 - mmaction - INFO - Epoch [46][100/3757] lr: 1.000e-04, eta: 6:29:21, time: 1.185, data_time: 0.003, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9203, loss_cls: 0.9308, loss: 0.9308, grad_norm: 6.6583 2021-06-18 14:31:21,381 - mmaction - INFO - Epoch [46][120/3757] lr: 1.000e-04, eta: 6:28:55, time: 1.115, data_time: 0.006, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9086, loss_cls: 0.9874, loss: 0.9874, grad_norm: 6.4818 2021-06-18 14:31:45,274 - mmaction - INFO - Epoch [46][140/3757] lr: 1.000e-04, eta: 6:28:30, time: 1.195, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9203, loss_cls: 0.9220, loss: 0.9220, grad_norm: 6.4191 2021-06-18 14:32:08,342 - mmaction - INFO - Epoch [46][160/3757] lr: 1.000e-04, eta: 6:28:05, time: 1.154, data_time: 0.033, memory: 7080, top1_acc: 0.7125, top5_acc: 0.9055, loss_cls: 1.0459, loss: 1.0459, grad_norm: 7.0067 2021-06-18 14:32:31,058 - mmaction - INFO - Epoch [46][180/3757] lr: 1.000e-04, eta: 6:27:40, time: 1.135, data_time: 0.029, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9468, loss: 0.9468, grad_norm: 6.4467 2021-06-18 14:32:53,824 - mmaction - INFO - Epoch [46][200/3757] lr: 1.000e-04, eta: 6:27:15, time: 1.139, data_time: 0.041, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9164, loss_cls: 0.9351, loss: 0.9351, grad_norm: 6.6198 2021-06-18 14:33:15,139 - mmaction - INFO - Epoch [46][220/3757] lr: 1.000e-04, eta: 6:26:49, time: 1.065, data_time: 0.335, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9062, loss_cls: 0.9695, loss: 0.9695, grad_norm: 6.6347 2021-06-18 14:33:39,050 - mmaction - INFO - Epoch [46][240/3757] lr: 1.000e-04, eta: 6:26:24, time: 1.196, data_time: 0.118, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9133, loss_cls: 0.9292, loss: 0.9292, grad_norm: 6.6142 2021-06-18 14:34:02,310 - mmaction - INFO - Epoch [46][260/3757] lr: 1.000e-04, eta: 6:25:59, time: 1.163, data_time: 0.001, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9195, loss_cls: 0.9340, loss: 0.9340, grad_norm: 6.4402 2021-06-18 14:34:24,678 - mmaction - INFO - Epoch [46][280/3757] lr: 1.000e-04, eta: 6:25:34, time: 1.117, data_time: 0.002, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9141, loss_cls: 0.9111, loss: 0.9111, grad_norm: 6.2184 2021-06-18 14:34:46,880 - mmaction - INFO - Epoch [46][300/3757] lr: 1.000e-04, eta: 6:25:08, time: 1.109, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9125, loss_cls: 0.9400, loss: 0.9400, grad_norm: 6.5713 2021-06-18 14:35:09,319 - mmaction - INFO - Epoch [46][320/3757] lr: 1.000e-04, eta: 6:24:43, time: 1.124, data_time: 0.003, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9164, loss_cls: 0.9803, loss: 0.9803, grad_norm: 6.5754 2021-06-18 14:35:32,743 - mmaction - INFO - Epoch [46][340/3757] lr: 1.000e-04, eta: 6:24:18, time: 1.171, data_time: 0.003, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9125, loss_cls: 0.9733, loss: 0.9733, grad_norm: 6.6972 2021-06-18 14:35:55,590 - mmaction - INFO - Epoch [46][360/3757] lr: 1.000e-04, eta: 6:23:53, time: 1.143, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9078, loss_cls: 0.9922, loss: 0.9922, grad_norm: 6.4089 2021-06-18 14:36:18,542 - mmaction - INFO - Epoch [46][380/3757] lr: 1.000e-04, eta: 6:23:27, time: 1.144, data_time: 0.001, memory: 7080, top1_acc: 0.7266, top5_acc: 0.8969, loss_cls: 1.0506, loss: 1.0506, grad_norm: 6.6679 2021-06-18 14:36:42,182 - mmaction - INFO - Epoch [46][400/3757] lr: 1.000e-04, eta: 6:23:02, time: 1.183, data_time: 0.005, memory: 7080, top1_acc: 0.7273, top5_acc: 0.9109, loss_cls: 1.0182, loss: 1.0182, grad_norm: 6.7722 2021-06-18 14:37:04,697 - mmaction - INFO - Epoch [46][420/3757] lr: 1.000e-04, eta: 6:22:37, time: 1.127, data_time: 0.003, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9242, loss_cls: 0.8788, loss: 0.8788, grad_norm: 6.3125 2021-06-18 14:37:27,083 - mmaction - INFO - Epoch [46][440/3757] lr: 1.000e-04, eta: 6:22:12, time: 1.120, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9148, loss_cls: 0.9497, loss: 0.9497, grad_norm: 6.4247 2021-06-18 14:37:50,326 - mmaction - INFO - Epoch [46][460/3757] lr: 1.000e-04, eta: 6:21:46, time: 1.159, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9203, loss_cls: 0.8989, loss: 0.8989, grad_norm: 6.5584 2021-06-18 14:38:11,848 - mmaction - INFO - Epoch [46][480/3757] lr: 1.000e-04, eta: 6:21:21, time: 1.079, data_time: 0.064, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9172, loss_cls: 0.9594, loss: 0.9594, grad_norm: 6.4174 2021-06-18 14:38:35,340 - mmaction - INFO - Epoch [46][500/3757] lr: 1.000e-04, eta: 6:20:56, time: 1.175, data_time: 0.156, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9117, loss_cls: 0.9666, loss: 0.9666, grad_norm: 6.5073 2021-06-18 14:38:57,198 - mmaction - INFO - Epoch [46][520/3757] lr: 1.000e-04, eta: 6:20:31, time: 1.092, data_time: 0.018, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9172, loss_cls: 0.9686, loss: 0.9686, grad_norm: 6.5449 2021-06-18 14:39:19,568 - mmaction - INFO - Epoch [46][540/3757] lr: 1.000e-04, eta: 6:20:05, time: 1.117, data_time: 0.043, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9180, loss_cls: 0.9644, loss: 0.9644, grad_norm: 6.4367 2021-06-18 14:39:41,742 - mmaction - INFO - Epoch [46][560/3757] lr: 1.000e-04, eta: 6:19:40, time: 1.109, data_time: 0.106, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9047, loss_cls: 0.9934, loss: 0.9934, grad_norm: 6.7816 2021-06-18 14:40:05,386 - mmaction - INFO - Epoch [46][580/3757] lr: 1.000e-04, eta: 6:19:15, time: 1.181, data_time: 0.028, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9164, loss_cls: 0.9474, loss: 0.9474, grad_norm: 6.6541 2021-06-18 14:40:28,299 - mmaction - INFO - Epoch [46][600/3757] lr: 1.000e-04, eta: 6:18:50, time: 1.148, data_time: 0.112, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9187, loss_cls: 0.9702, loss: 0.9702, grad_norm: 6.6039 2021-06-18 14:40:51,437 - mmaction - INFO - Epoch [46][620/3757] lr: 1.000e-04, eta: 6:18:24, time: 1.158, data_time: 0.034, memory: 7080, top1_acc: 0.7164, top5_acc: 0.9078, loss_cls: 1.0345, loss: 1.0345, grad_norm: 6.6559 2021-06-18 14:41:15,108 - mmaction - INFO - Epoch [46][640/3757] lr: 1.000e-04, eta: 6:17:59, time: 1.184, data_time: 0.097, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9242, loss_cls: 0.8721, loss: 0.8721, grad_norm: 6.3446 2021-06-18 14:41:37,488 - mmaction - INFO - Epoch [46][660/3757] lr: 1.000e-04, eta: 6:17:34, time: 1.117, data_time: 0.001, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9273, loss_cls: 0.9084, loss: 0.9084, grad_norm: 6.4971 2021-06-18 14:42:00,822 - mmaction - INFO - Epoch [46][680/3757] lr: 1.000e-04, eta: 6:17:09, time: 1.166, data_time: 0.003, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9102, loss_cls: 0.9920, loss: 0.9920, grad_norm: 6.6487 2021-06-18 14:42:23,441 - mmaction - INFO - Epoch [46][700/3757] lr: 1.000e-04, eta: 6:16:44, time: 1.131, data_time: 0.050, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9187, loss_cls: 0.9253, loss: 0.9253, grad_norm: 6.5686 2021-06-18 14:42:45,820 - mmaction - INFO - Epoch [46][720/3757] lr: 1.000e-04, eta: 6:16:18, time: 1.119, data_time: 0.170, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9133, loss_cls: 0.9491, loss: 0.9491, grad_norm: 6.4082 2021-06-18 14:43:09,964 - mmaction - INFO - Epoch [46][740/3757] lr: 1.000e-04, eta: 6:15:53, time: 1.210, data_time: 0.020, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9117, loss_cls: 0.9452, loss: 0.9452, grad_norm: 6.4000 2021-06-18 14:43:33,761 - mmaction - INFO - Epoch [46][760/3757] lr: 1.000e-04, eta: 6:15:28, time: 1.190, data_time: 0.006, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9258, loss_cls: 0.9163, loss: 0.9163, grad_norm: 6.6328 2021-06-18 14:43:56,269 - mmaction - INFO - Epoch [46][780/3757] lr: 1.000e-04, eta: 6:15:03, time: 1.125, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9078, loss_cls: 0.9711, loss: 0.9711, grad_norm: 6.6860 2021-06-18 14:44:18,811 - mmaction - INFO - Epoch [46][800/3757] lr: 1.000e-04, eta: 6:14:38, time: 1.127, data_time: 0.002, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9039, loss_cls: 1.0257, loss: 1.0257, grad_norm: 6.7146 2021-06-18 14:44:42,666 - mmaction - INFO - Epoch [46][820/3757] lr: 1.000e-04, eta: 6:14:12, time: 1.193, data_time: 0.003, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9289, loss_cls: 0.8786, loss: 0.8786, grad_norm: 6.5767 2021-06-18 14:45:04,585 - mmaction - INFO - Epoch [46][840/3757] lr: 1.000e-04, eta: 6:13:47, time: 1.095, data_time: 0.001, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9172, loss_cls: 0.9080, loss: 0.9080, grad_norm: 6.2773 2021-06-18 14:45:27,025 - mmaction - INFO - Epoch [46][860/3757] lr: 1.000e-04, eta: 6:13:22, time: 1.119, data_time: 0.088, memory: 7080, top1_acc: 0.7391, top5_acc: 0.8969, loss_cls: 1.0367, loss: 1.0367, grad_norm: 6.7446 2021-06-18 14:45:48,724 - mmaction - INFO - Epoch [46][880/3757] lr: 1.000e-04, eta: 6:12:57, time: 1.089, data_time: 0.031, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9211, loss_cls: 0.9329, loss: 0.9329, grad_norm: 6.3319 2021-06-18 14:46:11,886 - mmaction - INFO - Epoch [46][900/3757] lr: 1.000e-04, eta: 6:12:31, time: 1.158, data_time: 0.064, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9047, loss_cls: 1.0463, loss: 1.0463, grad_norm: 6.9041 2021-06-18 14:46:35,162 - mmaction - INFO - Epoch [46][920/3757] lr: 1.000e-04, eta: 6:12:06, time: 1.161, data_time: 0.292, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9094, loss_cls: 0.9808, loss: 0.9808, grad_norm: 6.4699 2021-06-18 14:46:58,172 - mmaction - INFO - Epoch [46][940/3757] lr: 1.000e-04, eta: 6:11:41, time: 1.150, data_time: 0.246, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9164, loss_cls: 1.0323, loss: 1.0323, grad_norm: 6.9453 2021-06-18 14:47:20,873 - mmaction - INFO - Epoch [46][960/3757] lr: 1.000e-04, eta: 6:11:16, time: 1.138, data_time: 0.052, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9141, loss_cls: 0.9878, loss: 0.9878, grad_norm: 6.6288 2021-06-18 14:47:43,916 - mmaction - INFO - Epoch [46][980/3757] lr: 1.000e-04, eta: 6:10:51, time: 1.153, data_time: 0.041, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9164, loss_cls: 0.9831, loss: 0.9831, grad_norm: 6.7552 2021-06-18 14:48:06,939 - mmaction - INFO - Epoch [46][1000/3757] lr: 1.000e-04, eta: 6:10:25, time: 1.149, data_time: 0.006, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9180, loss_cls: 0.9614, loss: 0.9614, grad_norm: 6.6892 2021-06-18 14:48:29,624 - mmaction - INFO - Epoch [46][1020/3757] lr: 1.000e-04, eta: 6:10:00, time: 1.136, data_time: 0.031, memory: 7080, top1_acc: 0.7367, top5_acc: 0.8953, loss_cls: 1.0134, loss: 1.0134, grad_norm: 6.6527 2021-06-18 14:48:51,570 - mmaction - INFO - Epoch [46][1040/3757] lr: 1.000e-04, eta: 6:09:35, time: 1.099, data_time: 0.064, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9219, loss_cls: 0.8884, loss: 0.8884, grad_norm: 6.3363 2021-06-18 14:49:14,015 - mmaction - INFO - Epoch [46][1060/3757] lr: 1.000e-04, eta: 6:09:10, time: 1.122, data_time: 0.160, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9133, loss_cls: 1.0494, loss: 1.0494, grad_norm: 6.8181 2021-06-18 14:49:36,012 - mmaction - INFO - Epoch [46][1080/3757] lr: 1.000e-04, eta: 6:08:44, time: 1.097, data_time: 0.131, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9203, loss_cls: 0.9430, loss: 0.9430, grad_norm: 6.7370 2021-06-18 14:49:59,812 - mmaction - INFO - Epoch [46][1100/3757] lr: 1.000e-04, eta: 6:08:19, time: 1.191, data_time: 0.208, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9258, loss_cls: 0.9363, loss: 0.9363, grad_norm: 6.7437 2021-06-18 14:50:22,249 - mmaction - INFO - Epoch [46][1120/3757] lr: 1.000e-04, eta: 6:07:54, time: 1.122, data_time: 0.018, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9109, loss_cls: 0.9261, loss: 0.9261, grad_norm: 6.4138 2021-06-18 14:50:45,697 - mmaction - INFO - Epoch [46][1140/3757] lr: 1.000e-04, eta: 6:07:29, time: 1.173, data_time: 0.281, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9109, loss_cls: 0.9845, loss: 0.9845, grad_norm: 6.7466 2021-06-18 14:51:08,693 - mmaction - INFO - Epoch [46][1160/3757] lr: 1.000e-04, eta: 6:07:03, time: 1.150, data_time: 0.004, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9094, loss_cls: 0.9767, loss: 0.9767, grad_norm: 6.7666 2021-06-18 14:51:30,621 - mmaction - INFO - Epoch [46][1180/3757] lr: 1.000e-04, eta: 6:06:38, time: 1.097, data_time: 0.165, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9164, loss_cls: 0.9407, loss: 0.9407, grad_norm: 6.5464 2021-06-18 14:51:52,887 - mmaction - INFO - Epoch [46][1200/3757] lr: 1.000e-04, eta: 6:06:13, time: 1.112, data_time: 0.062, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9164, loss_cls: 0.9412, loss: 0.9412, grad_norm: 6.5563 2021-06-18 14:52:15,353 - mmaction - INFO - Epoch [46][1220/3757] lr: 1.000e-04, eta: 6:05:48, time: 1.121, data_time: 0.210, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9047, loss_cls: 1.0295, loss: 1.0295, grad_norm: 6.9885 2021-06-18 14:52:38,064 - mmaction - INFO - Epoch [46][1240/3757] lr: 1.000e-04, eta: 6:05:22, time: 1.138, data_time: 0.041, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9234, loss_cls: 0.9603, loss: 0.9603, grad_norm: 6.5185 2021-06-18 14:53:01,479 - mmaction - INFO - Epoch [46][1260/3757] lr: 1.000e-04, eta: 6:04:57, time: 1.170, data_time: 0.006, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9266, loss_cls: 0.9881, loss: 0.9881, grad_norm: 6.7393 2021-06-18 14:53:23,952 - mmaction - INFO - Epoch [46][1280/3757] lr: 1.000e-04, eta: 6:04:32, time: 1.124, data_time: 0.033, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9172, loss_cls: 0.9802, loss: 0.9802, grad_norm: 6.4933 2021-06-18 14:53:46,504 - mmaction - INFO - Epoch [46][1300/3757] lr: 1.000e-04, eta: 6:04:07, time: 1.128, data_time: 0.010, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9125, loss_cls: 0.9715, loss: 0.9715, grad_norm: 6.7297 2021-06-18 14:54:09,568 - mmaction - INFO - Epoch [46][1320/3757] lr: 1.000e-04, eta: 6:03:42, time: 1.152, data_time: 0.104, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9195, loss_cls: 0.9239, loss: 0.9239, grad_norm: 6.6557 2021-06-18 14:54:32,242 - mmaction - INFO - Epoch [46][1340/3757] lr: 1.000e-04, eta: 6:03:16, time: 1.134, data_time: 0.073, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9016, loss_cls: 0.9431, loss: 0.9431, grad_norm: 6.4863 2021-06-18 14:54:54,911 - mmaction - INFO - Epoch [46][1360/3757] lr: 1.000e-04, eta: 6:02:51, time: 1.133, data_time: 0.195, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.9272, loss: 0.9272, grad_norm: 6.4072 2021-06-18 14:55:17,802 - mmaction - INFO - Epoch [46][1380/3757] lr: 1.000e-04, eta: 6:02:26, time: 1.143, data_time: 0.341, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9203, loss_cls: 0.9138, loss: 0.9138, grad_norm: 6.3543 2021-06-18 14:55:40,075 - mmaction - INFO - Epoch [46][1400/3757] lr: 1.000e-04, eta: 6:02:01, time: 1.115, data_time: 0.106, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9102, loss_cls: 0.9964, loss: 0.9964, grad_norm: 6.7778 2021-06-18 14:56:02,881 - mmaction - INFO - Epoch [46][1420/3757] lr: 1.000e-04, eta: 6:01:35, time: 1.137, data_time: 0.023, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9078, loss_cls: 1.0029, loss: 1.0029, grad_norm: 6.4870 2021-06-18 14:56:26,093 - mmaction - INFO - Epoch [46][1440/3757] lr: 1.000e-04, eta: 6:01:10, time: 1.164, data_time: 0.080, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9055, loss_cls: 0.9473, loss: 0.9473, grad_norm: 6.3680 2021-06-18 14:56:48,696 - mmaction - INFO - Epoch [46][1460/3757] lr: 1.000e-04, eta: 6:00:45, time: 1.129, data_time: 0.011, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9133, loss_cls: 0.9659, loss: 0.9659, grad_norm: 6.7756 2021-06-18 14:57:11,434 - mmaction - INFO - Epoch [46][1480/3757] lr: 1.000e-04, eta: 6:00:20, time: 1.139, data_time: 0.080, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9180, loss_cls: 0.9645, loss: 0.9645, grad_norm: 6.8868 2021-06-18 14:57:35,093 - mmaction - INFO - Epoch [46][1500/3757] lr: 1.000e-04, eta: 5:59:55, time: 1.180, data_time: 0.170, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9070, loss_cls: 0.9801, loss: 0.9801, grad_norm: 6.7442 2021-06-18 14:57:59,086 - mmaction - INFO - Epoch [46][1520/3757] lr: 1.000e-04, eta: 5:59:30, time: 1.198, data_time: 0.004, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9273, loss_cls: 0.9204, loss: 0.9204, grad_norm: 6.6636 2021-06-18 14:58:22,733 - mmaction - INFO - Epoch [46][1540/3757] lr: 1.000e-04, eta: 5:59:05, time: 1.186, data_time: 0.005, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9141, loss_cls: 0.9774, loss: 0.9774, grad_norm: 6.7147 2021-06-18 14:58:44,720 - mmaction - INFO - Epoch [46][1560/3757] lr: 1.000e-04, eta: 5:58:39, time: 1.098, data_time: 0.001, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9148, loss_cls: 0.9318, loss: 0.9318, grad_norm: 6.4832 2021-06-18 14:59:07,676 - mmaction - INFO - Epoch [46][1580/3757] lr: 1.000e-04, eta: 5:58:14, time: 1.147, data_time: 0.074, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9039, loss_cls: 0.9953, loss: 0.9953, grad_norm: 6.5869 2021-06-18 14:59:30,977 - mmaction - INFO - Epoch [46][1600/3757] lr: 1.000e-04, eta: 5:57:49, time: 1.166, data_time: 0.101, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9094, loss_cls: 0.9720, loss: 0.9720, grad_norm: 6.4610 2021-06-18 14:59:52,950 - mmaction - INFO - Epoch [46][1620/3757] lr: 1.000e-04, eta: 5:57:24, time: 1.100, data_time: 0.003, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9078, loss_cls: 0.9402, loss: 0.9402, grad_norm: 6.3635 2021-06-18 15:00:17,285 - mmaction - INFO - Epoch [46][1640/3757] lr: 1.000e-04, eta: 5:56:59, time: 1.216, data_time: 0.046, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9141, loss_cls: 0.8811, loss: 0.8811, grad_norm: 6.0182 2021-06-18 15:00:38,355 - mmaction - INFO - Epoch [46][1660/3757] lr: 1.000e-04, eta: 5:56:33, time: 1.052, data_time: 0.043, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9211, loss_cls: 0.9208, loss: 0.9208, grad_norm: 6.5774 2021-06-18 15:01:01,663 - mmaction - INFO - Epoch [46][1680/3757] lr: 1.000e-04, eta: 5:56:08, time: 1.166, data_time: 0.043, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9164, loss_cls: 0.9283, loss: 0.9283, grad_norm: 6.5025 2021-06-18 15:01:24,128 - mmaction - INFO - Epoch [46][1700/3757] lr: 1.000e-04, eta: 5:55:43, time: 1.125, data_time: 0.099, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9070, loss_cls: 0.9929, loss: 0.9929, grad_norm: 6.3808 2021-06-18 15:01:46,514 - mmaction - INFO - Epoch [46][1720/3757] lr: 1.000e-04, eta: 5:55:18, time: 1.118, data_time: 0.459, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9164, loss_cls: 0.9440, loss: 0.9440, grad_norm: 6.5690 2021-06-18 15:02:11,216 - mmaction - INFO - Epoch [46][1740/3757] lr: 1.000e-04, eta: 5:54:52, time: 1.235, data_time: 0.016, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9234, loss_cls: 0.9533, loss: 0.9533, grad_norm: 6.7179 2021-06-18 15:02:31,611 - mmaction - INFO - Epoch [46][1760/3757] lr: 1.000e-04, eta: 5:54:27, time: 1.021, data_time: 0.085, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9062, loss_cls: 0.9930, loss: 0.9930, grad_norm: 6.6847 2021-06-18 15:02:54,347 - mmaction - INFO - Epoch [46][1780/3757] lr: 1.000e-04, eta: 5:54:02, time: 1.137, data_time: 0.135, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9187, loss_cls: 0.9343, loss: 0.9343, grad_norm: 6.4422 2021-06-18 15:03:17,466 - mmaction - INFO - Epoch [46][1800/3757] lr: 1.000e-04, eta: 5:53:37, time: 1.155, data_time: 0.096, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9117, loss_cls: 0.9691, loss: 0.9691, grad_norm: 6.4741 2021-06-18 15:03:42,140 - mmaction - INFO - Epoch [46][1820/3757] lr: 1.000e-04, eta: 5:53:12, time: 1.233, data_time: 0.117, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9195, loss_cls: 0.8937, loss: 0.8937, grad_norm: 6.4150 2021-06-18 15:04:04,875 - mmaction - INFO - Epoch [46][1840/3757] lr: 1.000e-04, eta: 5:52:46, time: 1.138, data_time: 0.290, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9125, loss_cls: 0.9632, loss: 0.9632, grad_norm: 6.7326 2021-06-18 15:04:25,920 - mmaction - INFO - Epoch [46][1860/3757] lr: 1.000e-04, eta: 5:52:21, time: 1.052, data_time: 0.008, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9148, loss_cls: 0.9563, loss: 0.9563, grad_norm: 6.5244 2021-06-18 15:04:49,172 - mmaction - INFO - Epoch [46][1880/3757] lr: 1.000e-04, eta: 5:51:56, time: 1.162, data_time: 0.010, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9094, loss_cls: 0.9703, loss: 0.9703, grad_norm: 6.6208 2021-06-18 15:05:10,562 - mmaction - INFO - Epoch [46][1900/3757] lr: 1.000e-04, eta: 5:51:31, time: 1.070, data_time: 0.094, memory: 7080, top1_acc: 0.7438, top5_acc: 0.8977, loss_cls: 1.0205, loss: 1.0205, grad_norm: 6.7825 2021-06-18 15:05:33,795 - mmaction - INFO - Epoch [46][1920/3757] lr: 1.000e-04, eta: 5:51:05, time: 1.160, data_time: 0.335, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9109, loss_cls: 0.9872, loss: 0.9872, grad_norm: 6.8199 2021-06-18 15:05:56,482 - mmaction - INFO - Epoch [46][1940/3757] lr: 1.000e-04, eta: 5:50:40, time: 1.132, data_time: 0.122, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9234, loss_cls: 0.9618, loss: 0.9618, grad_norm: 6.8757 2021-06-18 15:06:20,268 - mmaction - INFO - Epoch [46][1960/3757] lr: 1.000e-04, eta: 5:50:15, time: 1.191, data_time: 0.005, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9227, loss_cls: 0.9400, loss: 0.9400, grad_norm: 6.6848 2021-06-18 15:06:41,470 - mmaction - INFO - Epoch [46][1980/3757] lr: 1.000e-04, eta: 5:49:50, time: 1.060, data_time: 0.003, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9203, loss_cls: 0.9437, loss: 0.9437, grad_norm: 6.4633 2021-06-18 15:07:05,817 - mmaction - INFO - Epoch [46][2000/3757] lr: 1.000e-04, eta: 5:49:25, time: 1.219, data_time: 0.277, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9078, loss_cls: 0.9748, loss: 0.9748, grad_norm: 6.7836 2021-06-18 15:07:27,649 - mmaction - INFO - Epoch [46][2020/3757] lr: 1.000e-04, eta: 5:48:59, time: 1.091, data_time: 0.386, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9203, loss_cls: 0.9485, loss: 0.9485, grad_norm: 6.5856 2021-06-18 15:07:50,151 - mmaction - INFO - Epoch [46][2040/3757] lr: 1.000e-04, eta: 5:48:34, time: 1.126, data_time: 0.173, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9211, loss_cls: 0.9338, loss: 0.9338, grad_norm: 6.4640 2021-06-18 15:08:13,028 - mmaction - INFO - Epoch [46][2060/3757] lr: 1.000e-04, eta: 5:48:09, time: 1.142, data_time: 0.110, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9164, loss_cls: 0.9303, loss: 0.9303, grad_norm: 6.6943 2021-06-18 15:08:35,104 - mmaction - INFO - Epoch [46][2080/3757] lr: 1.000e-04, eta: 5:47:44, time: 1.103, data_time: 0.003, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9187, loss_cls: 0.9421, loss: 0.9421, grad_norm: 6.4948 2021-06-18 15:08:58,238 - mmaction - INFO - Epoch [46][2100/3757] lr: 1.000e-04, eta: 5:47:19, time: 1.158, data_time: 0.128, memory: 7080, top1_acc: 0.7258, top5_acc: 0.9047, loss_cls: 1.0277, loss: 1.0277, grad_norm: 6.9416 2021-06-18 15:09:22,049 - mmaction - INFO - Epoch [46][2120/3757] lr: 1.000e-04, eta: 5:46:54, time: 1.192, data_time: 0.213, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 1.0198, loss: 1.0198, grad_norm: 6.6944 2021-06-18 15:09:45,971 - mmaction - INFO - Epoch [46][2140/3757] lr: 1.000e-04, eta: 5:46:28, time: 1.196, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9148, loss_cls: 0.9281, loss: 0.9281, grad_norm: 6.4921 2021-06-18 15:10:08,481 - mmaction - INFO - Epoch [46][2160/3757] lr: 1.000e-04, eta: 5:46:03, time: 1.125, data_time: 0.001, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9195, loss_cls: 0.9296, loss: 0.9296, grad_norm: 6.6604 2021-06-18 15:10:31,269 - mmaction - INFO - Epoch [46][2180/3757] lr: 1.000e-04, eta: 5:45:38, time: 1.140, data_time: 0.003, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9187, loss_cls: 0.9454, loss: 0.9454, grad_norm: 6.5001 2021-06-18 15:10:53,931 - mmaction - INFO - Epoch [46][2200/3757] lr: 1.000e-04, eta: 5:45:13, time: 1.133, data_time: 0.003, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9196, loss: 0.9196, grad_norm: 6.5843 2021-06-18 15:11:17,245 - mmaction - INFO - Epoch [46][2220/3757] lr: 1.000e-04, eta: 5:44:48, time: 1.164, data_time: 0.001, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9016, loss_cls: 1.0129, loss: 1.0129, grad_norm: 6.8660 2021-06-18 15:11:40,984 - mmaction - INFO - Epoch [46][2240/3757] lr: 1.000e-04, eta: 5:44:23, time: 1.188, data_time: 0.003, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9211, loss_cls: 0.9782, loss: 0.9782, grad_norm: 6.5778 2021-06-18 15:12:03,988 - mmaction - INFO - Epoch [46][2260/3757] lr: 1.000e-04, eta: 5:43:57, time: 1.150, data_time: 0.001, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9164, loss_cls: 0.9478, loss: 0.9478, grad_norm: 6.5691 2021-06-18 15:12:27,629 - mmaction - INFO - Epoch [46][2280/3757] lr: 1.000e-04, eta: 5:43:32, time: 1.182, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9242, loss_cls: 0.8919, loss: 0.8919, grad_norm: 6.5731 2021-06-18 15:12:50,399 - mmaction - INFO - Epoch [46][2300/3757] lr: 1.000e-04, eta: 5:43:07, time: 1.138, data_time: 0.001, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9031, loss_cls: 1.0347, loss: 1.0347, grad_norm: 6.9656 2021-06-18 15:13:12,254 - mmaction - INFO - Epoch [46][2320/3757] lr: 1.000e-04, eta: 5:42:42, time: 1.093, data_time: 0.006, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9180, loss_cls: 0.9706, loss: 0.9706, grad_norm: 6.6995 2021-06-18 15:13:36,206 - mmaction - INFO - Epoch [46][2340/3757] lr: 1.000e-04, eta: 5:42:17, time: 1.198, data_time: 0.004, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9023, loss_cls: 0.9855, loss: 0.9855, grad_norm: 6.7057 2021-06-18 15:13:57,241 - mmaction - INFO - Epoch [46][2360/3757] lr: 1.000e-04, eta: 5:41:51, time: 1.052, data_time: 0.002, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9164, loss_cls: 0.9701, loss: 0.9701, grad_norm: 6.9637 2021-06-18 15:14:20,691 - mmaction - INFO - Epoch [46][2380/3757] lr: 1.000e-04, eta: 5:41:26, time: 1.172, data_time: 0.026, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9047, loss_cls: 1.0454, loss: 1.0454, grad_norm: 6.9913 2021-06-18 15:14:44,069 - mmaction - INFO - Epoch [46][2400/3757] lr: 1.000e-04, eta: 5:41:01, time: 1.169, data_time: 0.108, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9203, loss_cls: 0.9274, loss: 0.9274, grad_norm: 6.4880 2021-06-18 15:15:07,411 - mmaction - INFO - Epoch [46][2420/3757] lr: 1.000e-04, eta: 5:40:36, time: 1.166, data_time: 0.004, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9117, loss_cls: 1.0098, loss: 1.0098, grad_norm: 6.7125 2021-06-18 15:15:30,095 - mmaction - INFO - Epoch [46][2440/3757] lr: 1.000e-04, eta: 5:40:11, time: 1.136, data_time: 0.003, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.9412, loss: 0.9412, grad_norm: 6.5773 2021-06-18 15:15:51,646 - mmaction - INFO - Epoch [46][2460/3757] lr: 1.000e-04, eta: 5:39:46, time: 1.077, data_time: 0.043, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9008, loss_cls: 1.0526, loss: 1.0526, grad_norm: 6.9346 2021-06-18 15:16:13,988 - mmaction - INFO - Epoch [46][2480/3757] lr: 1.000e-04, eta: 5:39:20, time: 1.118, data_time: 0.199, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9133, loss_cls: 0.9725, loss: 0.9725, grad_norm: 6.6204 2021-06-18 15:16:36,744 - mmaction - INFO - Epoch [46][2500/3757] lr: 1.000e-04, eta: 5:38:55, time: 1.137, data_time: 0.179, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9125, loss_cls: 0.9792, loss: 0.9792, grad_norm: 6.5698 2021-06-18 15:16:59,863 - mmaction - INFO - Epoch [46][2520/3757] lr: 1.000e-04, eta: 5:38:30, time: 1.156, data_time: 0.147, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9164, loss_cls: 0.9265, loss: 0.9265, grad_norm: 6.4564 2021-06-18 15:17:23,855 - mmaction - INFO - Epoch [46][2540/3757] lr: 1.000e-04, eta: 5:38:05, time: 1.200, data_time: 0.001, memory: 7080, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.0292, loss: 1.0292, grad_norm: 7.0689 2021-06-18 15:17:46,150 - mmaction - INFO - Epoch [46][2560/3757] lr: 1.000e-04, eta: 5:37:40, time: 1.114, data_time: 0.022, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9047, loss_cls: 1.0387, loss: 1.0387, grad_norm: 6.6124 2021-06-18 15:18:08,910 - mmaction - INFO - Epoch [46][2580/3757] lr: 1.000e-04, eta: 5:37:14, time: 1.137, data_time: 0.183, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9141, loss_cls: 0.9728, loss: 0.9728, grad_norm: 6.6672 2021-06-18 15:18:32,202 - mmaction - INFO - Epoch [46][2600/3757] lr: 1.000e-04, eta: 5:36:49, time: 1.166, data_time: 0.003, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9141, loss_cls: 1.0101, loss: 1.0101, grad_norm: 6.7759 2021-06-18 15:18:54,112 - mmaction - INFO - Epoch [46][2620/3757] lr: 1.000e-04, eta: 5:36:24, time: 1.094, data_time: 0.013, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9062, loss_cls: 1.0290, loss: 1.0290, grad_norm: 6.9484 2021-06-18 15:19:17,008 - mmaction - INFO - Epoch [46][2640/3757] lr: 1.000e-04, eta: 5:35:59, time: 1.147, data_time: 0.393, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.8992, loss: 0.8992, grad_norm: 6.4067 2021-06-18 15:19:40,298 - mmaction - INFO - Epoch [46][2660/3757] lr: 1.000e-04, eta: 5:35:34, time: 1.164, data_time: 0.189, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.9190, loss: 0.9190, grad_norm: 6.5671 2021-06-18 15:20:03,098 - mmaction - INFO - Epoch [46][2680/3757] lr: 1.000e-04, eta: 5:35:09, time: 1.141, data_time: 0.067, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9164, loss_cls: 0.9391, loss: 0.9391, grad_norm: 6.6091 2021-06-18 15:20:26,181 - mmaction - INFO - Epoch [46][2700/3757] lr: 1.000e-04, eta: 5:34:43, time: 1.150, data_time: 0.326, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9156, loss_cls: 0.9823, loss: 0.9823, grad_norm: 6.6181 2021-06-18 15:20:49,293 - mmaction - INFO - Epoch [46][2720/3757] lr: 1.000e-04, eta: 5:34:18, time: 1.159, data_time: 0.118, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.8953, loss: 0.8953, grad_norm: 6.3121 2021-06-18 15:21:12,014 - mmaction - INFO - Epoch [46][2740/3757] lr: 1.000e-04, eta: 5:33:53, time: 1.136, data_time: 0.034, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9141, loss_cls: 0.9667, loss: 0.9667, grad_norm: 6.6557 2021-06-18 15:21:34,848 - mmaction - INFO - Epoch [46][2760/3757] lr: 1.000e-04, eta: 5:33:28, time: 1.142, data_time: 0.076, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9008, loss_cls: 1.0369, loss: 1.0369, grad_norm: 6.7901 2021-06-18 15:21:58,044 - mmaction - INFO - Epoch [46][2780/3757] lr: 1.000e-04, eta: 5:33:03, time: 1.161, data_time: 0.149, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9102, loss_cls: 0.9358, loss: 0.9358, grad_norm: 6.5180 2021-06-18 15:22:20,029 - mmaction - INFO - Epoch [46][2800/3757] lr: 1.000e-04, eta: 5:32:38, time: 1.099, data_time: 0.047, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9109, loss_cls: 0.9903, loss: 0.9903, grad_norm: 6.6162 2021-06-18 15:22:42,869 - mmaction - INFO - Epoch [46][2820/3757] lr: 1.000e-04, eta: 5:32:12, time: 1.142, data_time: 0.136, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9141, loss_cls: 0.9941, loss: 0.9941, grad_norm: 7.0009 2021-06-18 15:23:06,733 - mmaction - INFO - Epoch [46][2840/3757] lr: 1.000e-04, eta: 5:31:47, time: 1.192, data_time: 0.010, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9047, loss_cls: 1.0378, loss: 1.0378, grad_norm: 6.6651 2021-06-18 15:23:29,172 - mmaction - INFO - Epoch [46][2860/3757] lr: 1.000e-04, eta: 5:31:22, time: 1.123, data_time: 0.049, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9156, loss_cls: 0.9575, loss: 0.9575, grad_norm: 6.6779 2021-06-18 15:23:52,109 - mmaction - INFO - Epoch [46][2880/3757] lr: 1.000e-04, eta: 5:30:57, time: 1.146, data_time: 0.125, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9180, loss_cls: 0.9349, loss: 0.9349, grad_norm: 6.7153 2021-06-18 15:24:14,672 - mmaction - INFO - Epoch [46][2900/3757] lr: 1.000e-04, eta: 5:30:32, time: 1.129, data_time: 0.011, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9047, loss_cls: 1.0085, loss: 1.0085, grad_norm: 6.6449 2021-06-18 15:24:37,310 - mmaction - INFO - Epoch [46][2920/3757] lr: 1.000e-04, eta: 5:30:07, time: 1.130, data_time: 0.319, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9023, loss_cls: 1.0170, loss: 1.0170, grad_norm: 6.6943 2021-06-18 15:25:01,242 - mmaction - INFO - Epoch [46][2940/3757] lr: 1.000e-04, eta: 5:29:42, time: 1.196, data_time: 0.086, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9219, loss_cls: 0.9544, loss: 0.9544, grad_norm: 6.6443 2021-06-18 15:25:23,901 - mmaction - INFO - Epoch [46][2960/3757] lr: 1.000e-04, eta: 5:29:16, time: 1.136, data_time: 0.038, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9273, loss_cls: 0.8953, loss: 0.8953, grad_norm: 6.4503 2021-06-18 15:25:47,009 - mmaction - INFO - Epoch [46][2980/3757] lr: 1.000e-04, eta: 5:28:51, time: 1.155, data_time: 0.059, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9187, loss_cls: 0.9426, loss: 0.9426, grad_norm: 6.5021 2021-06-18 15:26:09,572 - mmaction - INFO - Epoch [46][3000/3757] lr: 1.000e-04, eta: 5:28:26, time: 1.128, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9211, loss_cls: 0.9097, loss: 0.9097, grad_norm: 6.5938 2021-06-18 15:26:32,114 - mmaction - INFO - Epoch [46][3020/3757] lr: 1.000e-04, eta: 5:28:01, time: 1.127, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9195, loss_cls: 0.9543, loss: 0.9543, grad_norm: 6.5510 2021-06-18 15:26:55,535 - mmaction - INFO - Epoch [46][3040/3757] lr: 1.000e-04, eta: 5:27:36, time: 1.171, data_time: 0.002, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9195, loss_cls: 0.9012, loss: 0.9012, grad_norm: 6.3014 2021-06-18 15:27:17,871 - mmaction - INFO - Epoch [46][3060/3757] lr: 1.000e-04, eta: 5:27:11, time: 1.111, data_time: 0.005, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9203, loss_cls: 0.9200, loss: 0.9200, grad_norm: 6.4691 2021-06-18 15:27:40,858 - mmaction - INFO - Epoch [46][3080/3757] lr: 1.000e-04, eta: 5:26:45, time: 1.146, data_time: 0.009, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9148, loss_cls: 0.9953, loss: 0.9953, grad_norm: 6.7820 2021-06-18 15:28:03,841 - mmaction - INFO - Epoch [46][3100/3757] lr: 1.000e-04, eta: 5:26:20, time: 1.157, data_time: 0.050, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9195, loss_cls: 0.9207, loss: 0.9207, grad_norm: 6.3666 2021-06-18 15:28:26,541 - mmaction - INFO - Epoch [46][3120/3757] lr: 1.000e-04, eta: 5:25:55, time: 1.136, data_time: 0.014, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9211, loss_cls: 0.9416, loss: 0.9416, grad_norm: 6.7037 2021-06-18 15:28:49,592 - mmaction - INFO - Epoch [46][3140/3757] lr: 1.000e-04, eta: 5:25:30, time: 1.151, data_time: 0.002, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9266, loss_cls: 0.9108, loss: 0.9108, grad_norm: 6.4769 2021-06-18 15:29:11,056 - mmaction - INFO - Epoch [46][3160/3757] lr: 1.000e-04, eta: 5:25:05, time: 1.071, data_time: 0.033, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9172, loss_cls: 0.9448, loss: 0.9448, grad_norm: 6.5537 2021-06-18 15:29:33,455 - mmaction - INFO - Epoch [46][3180/3757] lr: 1.000e-04, eta: 5:24:39, time: 1.124, data_time: 0.050, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9164, loss_cls: 0.8774, loss: 0.8774, grad_norm: 6.0952 2021-06-18 15:29:57,383 - mmaction - INFO - Epoch [46][3200/3757] lr: 1.000e-04, eta: 5:24:14, time: 1.196, data_time: 0.021, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 0.9818, loss: 0.9818, grad_norm: 6.6338 2021-06-18 15:30:20,685 - mmaction - INFO - Epoch [46][3220/3757] lr: 1.000e-04, eta: 5:23:49, time: 1.165, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9203, loss_cls: 0.9398, loss: 0.9398, grad_norm: 6.5833 2021-06-18 15:30:43,584 - mmaction - INFO - Epoch [46][3240/3757] lr: 1.000e-04, eta: 5:23:24, time: 1.144, data_time: 0.004, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9133, loss_cls: 0.9491, loss: 0.9491, grad_norm: 6.8009 2021-06-18 15:31:06,542 - mmaction - INFO - Epoch [46][3260/3757] lr: 1.000e-04, eta: 5:22:59, time: 1.149, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9055, loss_cls: 0.9631, loss: 0.9631, grad_norm: 6.6530 2021-06-18 15:31:28,355 - mmaction - INFO - Epoch [46][3280/3757] lr: 1.000e-04, eta: 5:22:34, time: 1.091, data_time: 0.003, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9031, loss_cls: 0.9827, loss: 0.9827, grad_norm: 6.6689 2021-06-18 15:31:52,226 - mmaction - INFO - Epoch [46][3300/3757] lr: 1.000e-04, eta: 5:22:09, time: 1.194, data_time: 0.274, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9039, loss_cls: 1.0127, loss: 1.0127, grad_norm: 6.7930 2021-06-18 15:32:13,900 - mmaction - INFO - Epoch [46][3320/3757] lr: 1.000e-04, eta: 5:21:43, time: 1.084, data_time: 0.100, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9094, loss_cls: 1.0004, loss: 1.0004, grad_norm: 6.7060 2021-06-18 15:32:37,820 - mmaction - INFO - Epoch [46][3340/3757] lr: 1.000e-04, eta: 5:21:18, time: 1.195, data_time: 0.173, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9195, loss_cls: 0.9190, loss: 0.9190, grad_norm: 6.4190 2021-06-18 15:33:00,042 - mmaction - INFO - Epoch [46][3360/3757] lr: 1.000e-04, eta: 5:20:53, time: 1.112, data_time: 0.056, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9195, loss_cls: 0.9301, loss: 0.9301, grad_norm: 6.6099 2021-06-18 15:33:23,545 - mmaction - INFO - Epoch [46][3380/3757] lr: 1.000e-04, eta: 5:20:28, time: 1.176, data_time: 0.001, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9148, loss_cls: 0.9561, loss: 0.9561, grad_norm: 6.4786 2021-06-18 15:33:46,211 - mmaction - INFO - Epoch [46][3400/3757] lr: 1.000e-04, eta: 5:20:03, time: 1.132, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9148, loss_cls: 0.9816, loss: 0.9816, grad_norm: 6.9320 2021-06-18 15:34:08,712 - mmaction - INFO - Epoch [46][3420/3757] lr: 1.000e-04, eta: 5:19:38, time: 1.126, data_time: 0.004, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9156, loss_cls: 0.9719, loss: 0.9719, grad_norm: 6.8183 2021-06-18 15:34:31,762 - mmaction - INFO - Epoch [46][3440/3757] lr: 1.000e-04, eta: 5:19:13, time: 1.152, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9117, loss_cls: 0.9460, loss: 0.9460, grad_norm: 6.5774 2021-06-18 15:34:54,620 - mmaction - INFO - Epoch [46][3460/3757] lr: 1.000e-04, eta: 5:18:47, time: 1.143, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9211, loss_cls: 0.9526, loss: 0.9526, grad_norm: 6.5922 2021-06-18 15:35:17,914 - mmaction - INFO - Epoch [46][3480/3757] lr: 1.000e-04, eta: 5:18:22, time: 1.162, data_time: 0.018, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 0.9919, loss: 0.9919, grad_norm: 6.7026 2021-06-18 15:35:40,433 - mmaction - INFO - Epoch [46][3500/3757] lr: 1.000e-04, eta: 5:17:57, time: 1.128, data_time: 0.006, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9133, loss_cls: 0.9262, loss: 0.9262, grad_norm: 6.6153 2021-06-18 15:36:03,753 - mmaction - INFO - Epoch [46][3520/3757] lr: 1.000e-04, eta: 5:17:32, time: 1.167, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9125, loss_cls: 0.9601, loss: 0.9601, grad_norm: 6.7269 2021-06-18 15:36:25,484 - mmaction - INFO - Epoch [46][3540/3757] lr: 1.000e-04, eta: 5:17:07, time: 1.086, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9195, loss_cls: 0.9342, loss: 0.9342, grad_norm: 6.5280 2021-06-18 15:36:48,118 - mmaction - INFO - Epoch [46][3560/3757] lr: 1.000e-04, eta: 5:16:42, time: 1.132, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9250, loss_cls: 0.8759, loss: 0.8759, grad_norm: 6.3651 2021-06-18 15:37:09,883 - mmaction - INFO - Epoch [46][3580/3757] lr: 1.000e-04, eta: 5:16:16, time: 1.088, data_time: 0.001, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9039, loss_cls: 0.9829, loss: 0.9829, grad_norm: 6.6250 2021-06-18 15:37:33,619 - mmaction - INFO - Epoch [46][3600/3757] lr: 1.000e-04, eta: 5:15:51, time: 1.187, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9094, loss_cls: 0.9554, loss: 0.9554, grad_norm: 6.5834 2021-06-18 15:37:56,984 - mmaction - INFO - Epoch [46][3620/3757] lr: 1.000e-04, eta: 5:15:26, time: 1.168, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9070, loss_cls: 0.9792, loss: 0.9792, grad_norm: 6.6265 2021-06-18 15:38:19,974 - mmaction - INFO - Epoch [46][3640/3757] lr: 1.000e-04, eta: 5:15:01, time: 1.150, data_time: 0.214, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9187, loss_cls: 0.9336, loss: 0.9336, grad_norm: 6.7198 2021-06-18 15:38:43,412 - mmaction - INFO - Epoch [46][3660/3757] lr: 1.000e-04, eta: 5:14:36, time: 1.170, data_time: 0.158, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9109, loss_cls: 0.9566, loss: 0.9566, grad_norm: 6.4896 2021-06-18 15:39:05,272 - mmaction - INFO - Epoch [46][3680/3757] lr: 1.000e-04, eta: 5:14:11, time: 1.094, data_time: 0.003, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9133, loss_cls: 0.9795, loss: 0.9795, grad_norm: 6.7038 2021-06-18 15:39:29,345 - mmaction - INFO - Epoch [46][3700/3757] lr: 1.000e-04, eta: 5:13:46, time: 1.204, data_time: 0.001, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9187, loss_cls: 0.9406, loss: 0.9406, grad_norm: 6.4202 2021-06-18 15:39:50,927 - mmaction - INFO - Epoch [46][3720/3757] lr: 1.000e-04, eta: 5:13:20, time: 1.076, data_time: 0.001, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9055, loss_cls: 1.0155, loss: 1.0155, grad_norm: 6.8521 2021-06-18 15:40:14,036 - mmaction - INFO - Epoch [46][3740/3757] lr: 1.000e-04, eta: 5:12:55, time: 1.158, data_time: 0.004, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9062, loss_cls: 0.9601, loss: 0.9601, grad_norm: 6.8068 2021-06-18 15:40:38,139 - mmaction - INFO - Saving checkpoint at 46 epochs 2021-06-18 15:52:39,948 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 15:52:40,951 - mmaction - INFO - top1_acc 0.7042 top5_acc 0.8980 2021-06-18 15:52:40,952 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 15:52:41,012 - mmaction - INFO - mean_acc 0.7041 2021-06-18 15:52:41,886 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_46.pth. 2021-06-18 15:52:41,886 - mmaction - INFO - Best top1_acc is 0.7042 at 46 epoch. 2021-06-18 15:52:41,907 - mmaction - INFO - Epoch(val) [46][3757] top1_acc: 0.7042, top5_acc: 0.8980, mean_class_accuracy: 0.7041 2021-06-18 15:59:44,787 - mmaction - INFO - Epoch [47][20/3757] lr: 1.000e-04, eta: 5:12:42, time: 21.137, data_time: 20.303, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9297, loss_cls: 0.9075, loss: 0.9075, grad_norm: 6.4789 2021-06-18 16:00:08,232 - mmaction - INFO - Epoch [47][40/3757] lr: 1.000e-04, eta: 5:12:17, time: 1.172, data_time: 0.243, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9164, loss_cls: 0.9760, loss: 0.9760, grad_norm: 6.9217 2021-06-18 16:00:31,220 - mmaction - INFO - Epoch [47][60/3757] lr: 1.000e-04, eta: 5:11:51, time: 1.146, data_time: 0.312, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9078, loss_cls: 0.9816, loss: 0.9816, grad_norm: 6.7059 2021-06-18 16:00:52,894 - mmaction - INFO - Epoch [47][80/3757] lr: 1.000e-04, eta: 5:11:26, time: 1.088, data_time: 0.120, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9234, loss_cls: 0.8983, loss: 0.8983, grad_norm: 6.4390 2021-06-18 16:01:15,330 - mmaction - INFO - Epoch [47][100/3757] lr: 1.000e-04, eta: 5:11:01, time: 1.121, data_time: 0.236, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9070, loss_cls: 1.0244, loss: 1.0244, grad_norm: 6.7547 2021-06-18 16:01:38,223 - mmaction - INFO - Epoch [47][120/3757] lr: 1.000e-04, eta: 5:10:36, time: 1.147, data_time: 0.282, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9000, loss_cls: 1.0514, loss: 1.0514, grad_norm: 6.9586 2021-06-18 16:02:00,320 - mmaction - INFO - Epoch [47][140/3757] lr: 1.000e-04, eta: 5:10:11, time: 1.104, data_time: 0.342, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9180, loss_cls: 0.9461, loss: 0.9461, grad_norm: 6.6038 2021-06-18 16:02:22,345 - mmaction - INFO - Epoch [47][160/3757] lr: 1.000e-04, eta: 5:09:45, time: 1.101, data_time: 0.253, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9047, loss_cls: 0.9952, loss: 0.9952, grad_norm: 6.6337 2021-06-18 16:02:45,153 - mmaction - INFO - Epoch [47][180/3757] lr: 1.000e-04, eta: 5:09:20, time: 1.135, data_time: 0.131, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9289, loss_cls: 0.9051, loss: 0.9051, grad_norm: 6.5245 2021-06-18 16:03:09,284 - mmaction - INFO - Epoch [47][200/3757] lr: 1.000e-04, eta: 5:08:55, time: 1.211, data_time: 0.125, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9172, loss_cls: 0.8867, loss: 0.8867, grad_norm: 6.4051 2021-06-18 16:03:32,059 - mmaction - INFO - Epoch [47][220/3757] lr: 1.000e-04, eta: 5:08:30, time: 1.140, data_time: 0.105, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9039, loss_cls: 1.0178, loss: 1.0178, grad_norm: 6.8358 2021-06-18 16:03:54,960 - mmaction - INFO - Epoch [47][240/3757] lr: 1.000e-04, eta: 5:08:05, time: 1.145, data_time: 0.086, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9219, loss_cls: 0.9860, loss: 0.9860, grad_norm: 6.8139 2021-06-18 16:04:17,497 - mmaction - INFO - Epoch [47][260/3757] lr: 1.000e-04, eta: 5:07:39, time: 1.127, data_time: 0.188, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9203, loss_cls: 0.9750, loss: 0.9750, grad_norm: 6.6140 2021-06-18 16:04:40,266 - mmaction - INFO - Epoch [47][280/3757] lr: 1.000e-04, eta: 5:07:14, time: 1.138, data_time: 0.167, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9070, loss_cls: 0.9793, loss: 0.9793, grad_norm: 6.4628 2021-06-18 16:05:02,075 - mmaction - INFO - Epoch [47][300/3757] lr: 1.000e-04, eta: 5:06:49, time: 1.090, data_time: 0.009, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9195, loss_cls: 0.9573, loss: 0.9573, grad_norm: 6.7185 2021-06-18 16:05:26,062 - mmaction - INFO - Epoch [47][320/3757] lr: 1.000e-04, eta: 5:06:24, time: 1.200, data_time: 0.044, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9289, loss_cls: 0.8665, loss: 0.8665, grad_norm: 6.4116 2021-06-18 16:05:48,639 - mmaction - INFO - Epoch [47][340/3757] lr: 1.000e-04, eta: 5:05:59, time: 1.129, data_time: 0.016, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9055, loss_cls: 0.9601, loss: 0.9601, grad_norm: 6.6684 2021-06-18 16:06:11,566 - mmaction - INFO - Epoch [47][360/3757] lr: 1.000e-04, eta: 5:05:34, time: 1.147, data_time: 0.003, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9062, loss_cls: 0.9769, loss: 0.9769, grad_norm: 6.6376 2021-06-18 16:06:34,490 - mmaction - INFO - Epoch [47][380/3757] lr: 1.000e-04, eta: 5:05:08, time: 1.146, data_time: 0.033, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9148, loss_cls: 0.9599, loss: 0.9599, grad_norm: 6.5277 2021-06-18 16:06:58,835 - mmaction - INFO - Epoch [47][400/3757] lr: 1.000e-04, eta: 5:04:43, time: 1.216, data_time: 0.021, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9148, loss_cls: 0.9553, loss: 0.9553, grad_norm: 6.5272 2021-06-18 16:07:21,270 - mmaction - INFO - Epoch [47][420/3757] lr: 1.000e-04, eta: 5:04:18, time: 1.122, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9172, loss_cls: 0.9534, loss: 0.9534, grad_norm: 6.4896 2021-06-18 16:07:42,318 - mmaction - INFO - Epoch [47][440/3757] lr: 1.000e-04, eta: 5:03:53, time: 1.051, data_time: 0.007, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9055, loss_cls: 1.0207, loss: 1.0207, grad_norm: 6.8004 2021-06-18 16:08:05,416 - mmaction - INFO - Epoch [47][460/3757] lr: 1.000e-04, eta: 5:03:28, time: 1.154, data_time: 0.011, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9102, loss_cls: 0.9701, loss: 0.9701, grad_norm: 6.4780 2021-06-18 16:08:28,114 - mmaction - INFO - Epoch [47][480/3757] lr: 1.000e-04, eta: 5:03:02, time: 1.135, data_time: 0.071, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9219, loss_cls: 0.9315, loss: 0.9315, grad_norm: 6.4222 2021-06-18 16:08:50,463 - mmaction - INFO - Epoch [47][500/3757] lr: 1.000e-04, eta: 5:02:37, time: 1.119, data_time: 0.165, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9156, loss_cls: 0.9944, loss: 0.9944, grad_norm: 6.6103 2021-06-18 16:09:12,839 - mmaction - INFO - Epoch [47][520/3757] lr: 1.000e-04, eta: 5:02:12, time: 1.118, data_time: 0.019, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9008, loss_cls: 0.9900, loss: 0.9900, grad_norm: 6.6851 2021-06-18 16:09:34,500 - mmaction - INFO - Epoch [47][540/3757] lr: 1.000e-04, eta: 5:01:47, time: 1.084, data_time: 0.128, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9203, loss_cls: 0.9695, loss: 0.9695, grad_norm: 6.7800 2021-06-18 16:09:57,995 - mmaction - INFO - Epoch [47][560/3757] lr: 1.000e-04, eta: 5:01:22, time: 1.175, data_time: 0.114, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9289, loss_cls: 0.8796, loss: 0.8796, grad_norm: 6.3415 2021-06-18 16:10:21,312 - mmaction - INFO - Epoch [47][580/3757] lr: 1.000e-04, eta: 5:00:56, time: 1.165, data_time: 0.036, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9211, loss_cls: 0.9268, loss: 0.9268, grad_norm: 6.5559 2021-06-18 16:10:43,961 - mmaction - INFO - Epoch [47][600/3757] lr: 1.000e-04, eta: 5:00:31, time: 1.133, data_time: 0.010, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9313, loss_cls: 0.9260, loss: 0.9260, grad_norm: 6.6338 2021-06-18 16:11:06,336 - mmaction - INFO - Epoch [47][620/3757] lr: 1.000e-04, eta: 5:00:06, time: 1.118, data_time: 0.001, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9164, loss_cls: 0.9522, loss: 0.9522, grad_norm: 6.6592 2021-06-18 16:11:30,507 - mmaction - INFO - Epoch [47][640/3757] lr: 1.000e-04, eta: 4:59:41, time: 1.209, data_time: 0.020, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9172, loss_cls: 0.9063, loss: 0.9063, grad_norm: 6.3894 2021-06-18 16:11:53,448 - mmaction - INFO - Epoch [47][660/3757] lr: 1.000e-04, eta: 4:59:16, time: 1.144, data_time: 0.002, memory: 7080, top1_acc: 0.7859, top5_acc: 0.9328, loss_cls: 0.8302, loss: 0.8302, grad_norm: 6.3585 2021-06-18 16:12:16,074 - mmaction - INFO - Epoch [47][680/3757] lr: 1.000e-04, eta: 4:58:51, time: 1.134, data_time: 0.034, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9117, loss_cls: 0.9746, loss: 0.9746, grad_norm: 6.4984 2021-06-18 16:12:38,674 - mmaction - INFO - Epoch [47][700/3757] lr: 1.000e-04, eta: 4:58:25, time: 1.131, data_time: 0.151, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9062, loss_cls: 0.9866, loss: 0.9866, grad_norm: 6.7880 2021-06-18 16:13:01,918 - mmaction - INFO - Epoch [47][720/3757] lr: 1.000e-04, eta: 4:58:00, time: 1.156, data_time: 0.443, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9219, loss_cls: 0.9358, loss: 0.9358, grad_norm: 6.5847 2021-06-18 16:13:24,749 - mmaction - INFO - Epoch [47][740/3757] lr: 1.000e-04, eta: 4:57:35, time: 1.147, data_time: 0.241, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9172, loss_cls: 0.9885, loss: 0.9885, grad_norm: 6.8530 2021-06-18 16:13:45,904 - mmaction - INFO - Epoch [47][760/3757] lr: 1.000e-04, eta: 4:57:10, time: 1.056, data_time: 0.197, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9070, loss_cls: 0.9577, loss: 0.9577, grad_norm: 6.5414 2021-06-18 16:14:10,687 - mmaction - INFO - Epoch [47][780/3757] lr: 1.000e-04, eta: 4:56:45, time: 1.237, data_time: 0.111, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9109, loss_cls: 0.9470, loss: 0.9470, grad_norm: 6.4656 2021-06-18 16:14:32,008 - mmaction - INFO - Epoch [47][800/3757] lr: 1.000e-04, eta: 4:56:19, time: 1.069, data_time: 0.152, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9234, loss_cls: 0.9045, loss: 0.9045, grad_norm: 6.4743 2021-06-18 16:14:54,427 - mmaction - INFO - Epoch [47][820/3757] lr: 1.000e-04, eta: 4:55:54, time: 1.121, data_time: 0.033, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9156, loss_cls: 0.9606, loss: 0.9606, grad_norm: 6.6649 2021-06-18 16:15:17,236 - mmaction - INFO - Epoch [47][840/3757] lr: 1.000e-04, eta: 4:55:29, time: 1.139, data_time: 0.030, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9195, loss_cls: 0.9361, loss: 0.9361, grad_norm: 6.7447 2021-06-18 16:15:39,550 - mmaction - INFO - Epoch [47][860/3757] lr: 1.000e-04, eta: 4:55:04, time: 1.117, data_time: 0.074, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9141, loss_cls: 1.0304, loss: 1.0304, grad_norm: 6.9706 2021-06-18 16:16:03,861 - mmaction - INFO - Epoch [47][880/3757] lr: 1.000e-04, eta: 4:54:39, time: 1.215, data_time: 0.142, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9055, loss_cls: 0.9858, loss: 0.9858, grad_norm: 6.5469 2021-06-18 16:16:27,394 - mmaction - INFO - Epoch [47][900/3757] lr: 1.000e-04, eta: 4:54:14, time: 1.177, data_time: 0.111, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9117, loss_cls: 0.9226, loss: 0.9226, grad_norm: 6.3445 2021-06-18 16:16:51,195 - mmaction - INFO - Epoch [47][920/3757] lr: 1.000e-04, eta: 4:53:49, time: 1.190, data_time: 0.290, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9156, loss_cls: 0.9087, loss: 0.9087, grad_norm: 6.5869 2021-06-18 16:17:13,160 - mmaction - INFO - Epoch [47][940/3757] lr: 1.000e-04, eta: 4:53:23, time: 1.089, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9242, loss_cls: 0.8839, loss: 0.8839, grad_norm: 6.2853 2021-06-18 16:17:36,962 - mmaction - INFO - Epoch [47][960/3757] lr: 1.000e-04, eta: 4:52:58, time: 1.198, data_time: 0.011, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9250, loss_cls: 0.9037, loss: 0.9037, grad_norm: 6.5848 2021-06-18 16:17:58,801 - mmaction - INFO - Epoch [47][980/3757] lr: 1.000e-04, eta: 4:52:33, time: 1.093, data_time: 0.132, memory: 7080, top1_acc: 0.7781, top5_acc: 0.9352, loss_cls: 0.8681, loss: 0.8681, grad_norm: 6.4402 2021-06-18 16:18:21,499 - mmaction - INFO - Epoch [47][1000/3757] lr: 1.000e-04, eta: 4:52:08, time: 1.135, data_time: 0.271, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9133, loss_cls: 0.9722, loss: 0.9722, grad_norm: 6.4841 2021-06-18 16:18:43,957 - mmaction - INFO - Epoch [47][1020/3757] lr: 1.000e-04, eta: 4:51:43, time: 1.122, data_time: 0.141, memory: 7080, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.0405, loss: 1.0405, grad_norm: 6.8833 2021-06-18 16:19:06,665 - mmaction - INFO - Epoch [47][1040/3757] lr: 1.000e-04, eta: 4:51:18, time: 1.136, data_time: 0.170, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9133, loss_cls: 1.0322, loss: 1.0322, grad_norm: 6.8908 2021-06-18 16:19:30,010 - mmaction - INFO - Epoch [47][1060/3757] lr: 1.000e-04, eta: 4:50:52, time: 1.167, data_time: 0.196, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9273, loss_cls: 0.9361, loss: 0.9361, grad_norm: 6.6183 2021-06-18 16:19:53,385 - mmaction - INFO - Epoch [47][1080/3757] lr: 1.000e-04, eta: 4:50:27, time: 1.163, data_time: 0.029, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9195, loss_cls: 0.9258, loss: 0.9258, grad_norm: 6.4123 2021-06-18 16:20:15,476 - mmaction - INFO - Epoch [47][1100/3757] lr: 1.000e-04, eta: 4:50:02, time: 1.110, data_time: 0.008, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9141, loss_cls: 1.0057, loss: 1.0057, grad_norm: 6.8987 2021-06-18 16:20:37,921 - mmaction - INFO - Epoch [47][1120/3757] lr: 1.000e-04, eta: 4:49:37, time: 1.122, data_time: 0.177, memory: 7080, top1_acc: 0.7430, top5_acc: 0.8977, loss_cls: 1.0442, loss: 1.0442, grad_norm: 6.9156 2021-06-18 16:21:01,541 - mmaction - INFO - Epoch [47][1140/3757] lr: 1.000e-04, eta: 4:49:12, time: 1.182, data_time: 0.301, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9328, loss_cls: 0.8996, loss: 0.8996, grad_norm: 6.3739 2021-06-18 16:21:26,237 - mmaction - INFO - Epoch [47][1160/3757] lr: 1.000e-04, eta: 4:48:47, time: 1.233, data_time: 0.205, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9211, loss_cls: 0.9070, loss: 0.9070, grad_norm: 6.5764 2021-06-18 16:21:47,407 - mmaction - INFO - Epoch [47][1180/3757] lr: 1.000e-04, eta: 4:48:21, time: 1.061, data_time: 0.152, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.9266, loss: 0.9266, grad_norm: 6.4985 2021-06-18 16:22:09,055 - mmaction - INFO - Epoch [47][1200/3757] lr: 1.000e-04, eta: 4:47:56, time: 1.082, data_time: 0.116, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9086, loss_cls: 0.9133, loss: 0.9133, grad_norm: 6.5559 2021-06-18 16:22:31,192 - mmaction - INFO - Epoch [47][1220/3757] lr: 1.000e-04, eta: 4:47:31, time: 1.107, data_time: 0.031, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9242, loss_cls: 0.9294, loss: 0.9294, grad_norm: 6.4618 2021-06-18 16:22:54,447 - mmaction - INFO - Epoch [47][1240/3757] lr: 1.000e-04, eta: 4:47:06, time: 1.163, data_time: 0.128, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9055, loss_cls: 0.9683, loss: 0.9683, grad_norm: 6.5836 2021-06-18 16:23:17,915 - mmaction - INFO - Epoch [47][1260/3757] lr: 1.000e-04, eta: 4:46:41, time: 1.172, data_time: 0.043, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9211, loss_cls: 0.9248, loss: 0.9248, grad_norm: 6.3463 2021-06-18 16:23:40,595 - mmaction - INFO - Epoch [47][1280/3757] lr: 1.000e-04, eta: 4:46:16, time: 1.135, data_time: 0.007, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 1.0102, loss: 1.0102, grad_norm: 6.7625 2021-06-18 16:24:05,326 - mmaction - INFO - Epoch [47][1300/3757] lr: 1.000e-04, eta: 4:45:51, time: 1.236, data_time: 0.005, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9227, loss_cls: 0.9069, loss: 0.9069, grad_norm: 6.3987 2021-06-18 16:24:28,039 - mmaction - INFO - Epoch [47][1320/3757] lr: 1.000e-04, eta: 4:45:25, time: 1.131, data_time: 0.045, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9234, loss_cls: 0.8406, loss: 0.8406, grad_norm: 6.2259 2021-06-18 16:24:51,113 - mmaction - INFO - Epoch [47][1340/3757] lr: 1.000e-04, eta: 4:45:00, time: 1.158, data_time: 0.036, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9203, loss_cls: 0.9593, loss: 0.9593, grad_norm: 6.6911 2021-06-18 16:25:14,279 - mmaction - INFO - Epoch [47][1360/3757] lr: 1.000e-04, eta: 4:44:35, time: 1.158, data_time: 0.014, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9125, loss_cls: 0.9851, loss: 0.9851, grad_norm: 6.7738 2021-06-18 16:25:36,336 - mmaction - INFO - Epoch [47][1380/3757] lr: 1.000e-04, eta: 4:44:10, time: 1.104, data_time: 0.002, memory: 7080, top1_acc: 0.7383, top5_acc: 0.8984, loss_cls: 1.0373, loss: 1.0373, grad_norm: 6.8493 2021-06-18 16:25:58,407 - mmaction - INFO - Epoch [47][1400/3757] lr: 1.000e-04, eta: 4:43:45, time: 1.103, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9102, loss_cls: 1.0014, loss: 1.0014, grad_norm: 6.8750 2021-06-18 16:26:21,386 - mmaction - INFO - Epoch [47][1420/3757] lr: 1.000e-04, eta: 4:43:20, time: 1.149, data_time: 0.006, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9000, loss_cls: 1.0202, loss: 1.0202, grad_norm: 6.6851 2021-06-18 16:26:44,208 - mmaction - INFO - Epoch [47][1440/3757] lr: 1.000e-04, eta: 4:42:54, time: 1.141, data_time: 0.154, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9133, loss_cls: 0.9794, loss: 0.9794, grad_norm: 6.6782 2021-06-18 16:27:07,975 - mmaction - INFO - Epoch [47][1460/3757] lr: 1.000e-04, eta: 4:42:29, time: 1.188, data_time: 0.109, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9008, loss_cls: 1.0195, loss: 1.0195, grad_norm: 6.8633 2021-06-18 16:27:30,795 - mmaction - INFO - Epoch [47][1480/3757] lr: 1.000e-04, eta: 4:42:04, time: 1.139, data_time: 0.045, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9370, loss: 0.9370, grad_norm: 6.7008 2021-06-18 16:27:53,965 - mmaction - INFO - Epoch [47][1500/3757] lr: 1.000e-04, eta: 4:41:39, time: 1.157, data_time: 0.002, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9016, loss_cls: 1.0234, loss: 1.0234, grad_norm: 6.9007 2021-06-18 16:28:17,517 - mmaction - INFO - Epoch [47][1520/3757] lr: 1.000e-04, eta: 4:41:14, time: 1.181, data_time: 0.004, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9227, loss_cls: 0.9475, loss: 0.9475, grad_norm: 6.6652 2021-06-18 16:28:38,711 - mmaction - INFO - Epoch [47][1540/3757] lr: 1.000e-04, eta: 4:40:49, time: 1.058, data_time: 0.014, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9117, loss_cls: 0.9236, loss: 0.9236, grad_norm: 6.5018 2021-06-18 16:29:03,564 - mmaction - INFO - Epoch [47][1560/3757] lr: 1.000e-04, eta: 4:40:24, time: 1.244, data_time: 0.046, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9125, loss_cls: 0.9488, loss: 0.9488, grad_norm: 6.3831 2021-06-18 16:29:24,795 - mmaction - INFO - Epoch [47][1580/3757] lr: 1.000e-04, eta: 4:39:58, time: 1.061, data_time: 0.026, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9148, loss_cls: 0.9716, loss: 0.9716, grad_norm: 6.8303 2021-06-18 16:29:48,012 - mmaction - INFO - Epoch [47][1600/3757] lr: 1.000e-04, eta: 4:39:33, time: 1.159, data_time: 0.285, memory: 7080, top1_acc: 0.7305, top5_acc: 0.9023, loss_cls: 1.0097, loss: 1.0097, grad_norm: 6.9035 2021-06-18 16:30:10,906 - mmaction - INFO - Epoch [47][1620/3757] lr: 1.000e-04, eta: 4:39:08, time: 1.147, data_time: 0.358, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9187, loss_cls: 0.9513, loss: 0.9513, grad_norm: 6.6615 2021-06-18 16:30:34,799 - mmaction - INFO - Epoch [47][1640/3757] lr: 1.000e-04, eta: 4:38:43, time: 1.195, data_time: 0.132, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9039, loss_cls: 0.9942, loss: 0.9942, grad_norm: 6.6351 2021-06-18 16:30:57,298 - mmaction - INFO - Epoch [47][1660/3757] lr: 1.000e-04, eta: 4:38:18, time: 1.125, data_time: 0.001, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9125, loss_cls: 0.9879, loss: 0.9879, grad_norm: 6.5979 2021-06-18 16:31:20,303 - mmaction - INFO - Epoch [47][1680/3757] lr: 1.000e-04, eta: 4:37:53, time: 1.150, data_time: 0.050, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9047, loss_cls: 1.0151, loss: 1.0151, grad_norm: 6.8401 2021-06-18 16:31:42,001 - mmaction - INFO - Epoch [47][1700/3757] lr: 1.000e-04, eta: 4:37:28, time: 1.085, data_time: 0.156, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9125, loss_cls: 1.0043, loss: 1.0043, grad_norm: 6.7948 2021-06-18 16:32:05,923 - mmaction - INFO - Epoch [47][1720/3757] lr: 1.000e-04, eta: 4:37:03, time: 1.197, data_time: 0.028, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9023, loss_cls: 1.0255, loss: 1.0255, grad_norm: 7.0587 2021-06-18 16:32:29,530 - mmaction - INFO - Epoch [47][1740/3757] lr: 1.000e-04, eta: 4:36:37, time: 1.179, data_time: 0.159, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9156, loss_cls: 0.9079, loss: 0.9079, grad_norm: 6.2310 2021-06-18 16:32:51,699 - mmaction - INFO - Epoch [47][1760/3757] lr: 1.000e-04, eta: 4:36:12, time: 1.109, data_time: 0.202, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9133, loss_cls: 0.9771, loss: 0.9771, grad_norm: 6.7543 2021-06-18 16:33:15,306 - mmaction - INFO - Epoch [47][1780/3757] lr: 1.000e-04, eta: 4:35:47, time: 1.181, data_time: 0.114, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9156, loss_cls: 0.9822, loss: 0.9822, grad_norm: 6.7578 2021-06-18 16:33:39,450 - mmaction - INFO - Epoch [47][1800/3757] lr: 1.000e-04, eta: 4:35:22, time: 1.206, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 0.9771, loss: 0.9771, grad_norm: 6.7850 2021-06-18 16:34:01,567 - mmaction - INFO - Epoch [47][1820/3757] lr: 1.000e-04, eta: 4:34:57, time: 1.103, data_time: 0.005, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9109, loss_cls: 0.9444, loss: 0.9444, grad_norm: 6.5178 2021-06-18 16:34:23,975 - mmaction - INFO - Epoch [47][1840/3757] lr: 1.000e-04, eta: 4:34:32, time: 1.124, data_time: 0.007, memory: 7080, top1_acc: 0.7391, top5_acc: 0.8961, loss_cls: 1.0209, loss: 1.0209, grad_norm: 6.6649 2021-06-18 16:34:47,433 - mmaction - INFO - Epoch [47][1860/3757] lr: 1.000e-04, eta: 4:34:07, time: 1.172, data_time: 0.002, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9187, loss_cls: 0.9128, loss: 0.9128, grad_norm: 6.5435 2021-06-18 16:35:09,170 - mmaction - INFO - Epoch [47][1880/3757] lr: 1.000e-04, eta: 4:33:41, time: 1.085, data_time: 0.004, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9172, loss_cls: 0.9759, loss: 0.9759, grad_norm: 6.6658 2021-06-18 16:35:32,924 - mmaction - INFO - Epoch [47][1900/3757] lr: 1.000e-04, eta: 4:33:16, time: 1.190, data_time: 0.007, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9125, loss_cls: 0.9687, loss: 0.9687, grad_norm: 6.6884 2021-06-18 16:35:55,664 - mmaction - INFO - Epoch [47][1920/3757] lr: 1.000e-04, eta: 4:32:51, time: 1.137, data_time: 0.004, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9211, loss_cls: 0.9253, loss: 0.9253, grad_norm: 6.3986 2021-06-18 16:36:18,585 - mmaction - INFO - Epoch [47][1940/3757] lr: 1.000e-04, eta: 4:32:26, time: 1.146, data_time: 0.101, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9102, loss_cls: 0.9625, loss: 0.9625, grad_norm: 6.4461 2021-06-18 16:36:41,061 - mmaction - INFO - Epoch [47][1960/3757] lr: 1.000e-04, eta: 4:32:01, time: 1.122, data_time: 0.151, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9008, loss_cls: 1.0565, loss: 1.0565, grad_norm: 6.8392 2021-06-18 16:37:05,370 - mmaction - INFO - Epoch [47][1980/3757] lr: 1.000e-04, eta: 4:31:36, time: 1.217, data_time: 0.084, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9125, loss_cls: 0.9939, loss: 0.9939, grad_norm: 6.8931 2021-06-18 16:37:26,712 - mmaction - INFO - Epoch [47][2000/3757] lr: 1.000e-04, eta: 4:31:11, time: 1.067, data_time: 0.086, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8953, loss_cls: 1.0585, loss: 1.0585, grad_norm: 6.8263 2021-06-18 16:37:49,601 - mmaction - INFO - Epoch [47][2020/3757] lr: 1.000e-04, eta: 4:30:45, time: 1.141, data_time: 0.176, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9710, loss: 0.9710, grad_norm: 6.8478 2021-06-18 16:38:13,088 - mmaction - INFO - Epoch [47][2040/3757] lr: 1.000e-04, eta: 4:30:20, time: 1.178, data_time: 0.263, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9156, loss_cls: 0.9510, loss: 0.9510, grad_norm: 6.6365 2021-06-18 16:38:37,440 - mmaction - INFO - Epoch [47][2060/3757] lr: 1.000e-04, eta: 4:29:55, time: 1.218, data_time: 0.127, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9141, loss_cls: 0.9425, loss: 0.9425, grad_norm: 6.3232 2021-06-18 16:38:59,630 - mmaction - INFO - Epoch [47][2080/3757] lr: 1.000e-04, eta: 4:29:30, time: 1.110, data_time: 0.069, memory: 7080, top1_acc: 0.7414, top5_acc: 0.8977, loss_cls: 1.0302, loss: 1.0302, grad_norm: 6.8496 2021-06-18 16:39:21,855 - mmaction - INFO - Epoch [47][2100/3757] lr: 1.000e-04, eta: 4:29:05, time: 1.111, data_time: 0.033, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.9448, loss: 0.9448, grad_norm: 6.5211 2021-06-18 16:39:45,092 - mmaction - INFO - Epoch [47][2120/3757] lr: 1.000e-04, eta: 4:28:40, time: 1.162, data_time: 0.030, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9148, loss_cls: 0.9542, loss: 0.9542, grad_norm: 6.7093 2021-06-18 16:40:06,806 - mmaction - INFO - Epoch [47][2140/3757] lr: 1.000e-04, eta: 4:28:15, time: 1.079, data_time: 0.094, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9156, loss_cls: 0.9389, loss: 0.9389, grad_norm: 6.7674 2021-06-18 16:40:28,995 - mmaction - INFO - Epoch [47][2160/3757] lr: 1.000e-04, eta: 4:27:49, time: 1.115, data_time: 0.290, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9211, loss_cls: 0.9547, loss: 0.9547, grad_norm: 6.7389 2021-06-18 16:40:52,227 - mmaction - INFO - Epoch [47][2180/3757] lr: 1.000e-04, eta: 4:27:24, time: 1.161, data_time: 0.117, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9219, loss_cls: 0.9221, loss: 0.9221, grad_norm: 6.5517 2021-06-18 16:41:14,480 - mmaction - INFO - Epoch [47][2200/3757] lr: 1.000e-04, eta: 4:26:59, time: 1.113, data_time: 0.010, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9242, loss_cls: 0.9298, loss: 0.9298, grad_norm: 6.7380 2021-06-18 16:41:36,276 - mmaction - INFO - Epoch [47][2220/3757] lr: 1.000e-04, eta: 4:26:34, time: 1.084, data_time: 0.142, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9078, loss_cls: 1.0004, loss: 1.0004, grad_norm: 6.6540 2021-06-18 16:42:01,340 - mmaction - INFO - Epoch [47][2240/3757] lr: 1.000e-04, eta: 4:26:09, time: 1.259, data_time: 0.063, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9055, loss_cls: 0.9920, loss: 0.9920, grad_norm: 6.6692 2021-06-18 16:42:22,397 - mmaction - INFO - Epoch [47][2260/3757] lr: 1.000e-04, eta: 4:25:44, time: 1.051, data_time: 0.026, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9289, loss_cls: 0.8974, loss: 0.8974, grad_norm: 6.4660 2021-06-18 16:42:45,183 - mmaction - INFO - Epoch [47][2280/3757] lr: 1.000e-04, eta: 4:25:19, time: 1.140, data_time: 0.100, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9289, loss_cls: 0.8732, loss: 0.8732, grad_norm: 6.4268 2021-06-18 16:43:09,912 - mmaction - INFO - Epoch [47][2300/3757] lr: 1.000e-04, eta: 4:24:54, time: 1.236, data_time: 0.513, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 0.9525, loss: 0.9525, grad_norm: 6.5649 2021-06-18 16:43:33,297 - mmaction - INFO - Epoch [47][2320/3757] lr: 1.000e-04, eta: 4:24:29, time: 1.170, data_time: 0.202, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9133, loss_cls: 0.9731, loss: 0.9731, grad_norm: 6.6151 2021-06-18 16:43:56,663 - mmaction - INFO - Epoch [47][2340/3757] lr: 1.000e-04, eta: 4:24:03, time: 1.169, data_time: 0.006, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9055, loss_cls: 1.0032, loss: 1.0032, grad_norm: 6.5319 2021-06-18 16:44:18,570 - mmaction - INFO - Epoch [47][2360/3757] lr: 1.000e-04, eta: 4:23:38, time: 1.095, data_time: 0.001, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9211, loss_cls: 1.0083, loss: 1.0083, grad_norm: 7.0041 2021-06-18 16:44:41,844 - mmaction - INFO - Epoch [47][2380/3757] lr: 1.000e-04, eta: 4:23:13, time: 1.164, data_time: 0.039, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9148, loss_cls: 0.9271, loss: 0.9271, grad_norm: 6.5566 2021-06-18 16:45:04,181 - mmaction - INFO - Epoch [47][2400/3757] lr: 1.000e-04, eta: 4:22:48, time: 1.116, data_time: 0.132, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9133, loss_cls: 0.9829, loss: 0.9829, grad_norm: 6.7166 2021-06-18 16:45:27,968 - mmaction - INFO - Epoch [47][2420/3757] lr: 1.000e-04, eta: 4:22:23, time: 1.190, data_time: 0.029, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9117, loss_cls: 0.9751, loss: 0.9751, grad_norm: 6.6407 2021-06-18 16:45:50,876 - mmaction - INFO - Epoch [47][2440/3757] lr: 1.000e-04, eta: 4:21:58, time: 1.146, data_time: 0.013, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9094, loss_cls: 0.9772, loss: 0.9772, grad_norm: 6.6857 2021-06-18 16:46:12,952 - mmaction - INFO - Epoch [47][2460/3757] lr: 1.000e-04, eta: 4:21:33, time: 1.104, data_time: 0.057, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9133, loss_cls: 0.9611, loss: 0.9611, grad_norm: 6.7317 2021-06-18 16:46:35,613 - mmaction - INFO - Epoch [47][2480/3757] lr: 1.000e-04, eta: 4:21:07, time: 1.133, data_time: 0.086, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9195, loss_cls: 0.9624, loss: 0.9624, grad_norm: 6.8543 2021-06-18 16:46:58,954 - mmaction - INFO - Epoch [47][2500/3757] lr: 1.000e-04, eta: 4:20:42, time: 1.166, data_time: 0.075, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9187, loss_cls: 0.9291, loss: 0.9291, grad_norm: 6.6169 2021-06-18 16:47:21,844 - mmaction - INFO - Epoch [47][2520/3757] lr: 1.000e-04, eta: 4:20:17, time: 1.144, data_time: 0.098, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 0.9489, loss: 0.9489, grad_norm: 6.5758 2021-06-18 16:47:44,444 - mmaction - INFO - Epoch [47][2540/3757] lr: 1.000e-04, eta: 4:19:52, time: 1.131, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9055, loss_cls: 1.0127, loss: 1.0127, grad_norm: 6.8331 2021-06-18 16:48:06,856 - mmaction - INFO - Epoch [47][2560/3757] lr: 1.000e-04, eta: 4:19:27, time: 1.121, data_time: 0.002, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9141, loss_cls: 1.0143, loss: 1.0143, grad_norm: 6.7926 2021-06-18 16:48:29,662 - mmaction - INFO - Epoch [47][2580/3757] lr: 1.000e-04, eta: 4:19:02, time: 1.137, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9055, loss_cls: 0.9506, loss: 0.9506, grad_norm: 6.6076 2021-06-18 16:48:53,596 - mmaction - INFO - Epoch [47][2600/3757] lr: 1.000e-04, eta: 4:18:37, time: 1.200, data_time: 0.005, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9187, loss_cls: 0.9623, loss: 0.9623, grad_norm: 6.4880 2021-06-18 16:49:16,976 - mmaction - INFO - Epoch [47][2620/3757] lr: 1.000e-04, eta: 4:18:12, time: 1.169, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9102, loss_cls: 0.9713, loss: 0.9713, grad_norm: 6.6673 2021-06-18 16:49:40,254 - mmaction - INFO - Epoch [47][2640/3757] lr: 1.000e-04, eta: 4:17:47, time: 1.163, data_time: 0.003, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9203, loss_cls: 0.9563, loss: 0.9563, grad_norm: 6.6625 2021-06-18 16:50:02,546 - mmaction - INFO - Epoch [47][2660/3757] lr: 1.000e-04, eta: 4:17:21, time: 1.115, data_time: 0.002, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9266, loss_cls: 0.9437, loss: 0.9437, grad_norm: 6.7077 2021-06-18 16:50:24,368 - mmaction - INFO - Epoch [47][2680/3757] lr: 1.000e-04, eta: 4:16:56, time: 1.089, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9242, loss_cls: 0.9057, loss: 0.9057, grad_norm: 6.4213 2021-06-18 16:50:47,326 - mmaction - INFO - Epoch [47][2700/3757] lr: 1.000e-04, eta: 4:16:31, time: 1.150, data_time: 0.004, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 0.9957, loss: 0.9957, grad_norm: 6.8012 2021-06-18 16:51:09,731 - mmaction - INFO - Epoch [47][2720/3757] lr: 1.000e-04, eta: 4:16:06, time: 1.120, data_time: 0.002, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.9596, loss: 0.9596, grad_norm: 6.5836 2021-06-18 16:51:32,129 - mmaction - INFO - Epoch [47][2740/3757] lr: 1.000e-04, eta: 4:15:41, time: 1.120, data_time: 0.151, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9047, loss_cls: 1.0088, loss: 1.0088, grad_norm: 6.8036 2021-06-18 16:51:54,674 - mmaction - INFO - Epoch [47][2760/3757] lr: 1.000e-04, eta: 4:15:16, time: 1.127, data_time: 0.186, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9102, loss_cls: 0.9626, loss: 0.9626, grad_norm: 6.5329 2021-06-18 16:52:18,840 - mmaction - INFO - Epoch [47][2780/3757] lr: 1.000e-04, eta: 4:14:51, time: 1.209, data_time: 0.427, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9187, loss_cls: 0.9393, loss: 0.9393, grad_norm: 6.5563 2021-06-18 16:52:42,421 - mmaction - INFO - Epoch [47][2800/3757] lr: 1.000e-04, eta: 4:14:26, time: 1.179, data_time: 0.077, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9125, loss_cls: 0.9434, loss: 0.9434, grad_norm: 6.7264 2021-06-18 16:53:03,982 - mmaction - INFO - Epoch [47][2820/3757] lr: 1.000e-04, eta: 4:14:00, time: 1.075, data_time: 0.075, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9172, loss_cls: 0.9224, loss: 0.9224, grad_norm: 6.4904 2021-06-18 16:53:26,167 - mmaction - INFO - Epoch [47][2840/3757] lr: 1.000e-04, eta: 4:13:35, time: 1.110, data_time: 0.038, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9086, loss_cls: 0.9747, loss: 0.9747, grad_norm: 6.5851 2021-06-18 16:53:50,482 - mmaction - INFO - Epoch [47][2860/3757] lr: 1.000e-04, eta: 4:13:10, time: 1.217, data_time: 0.088, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9039, loss_cls: 1.0272, loss: 1.0272, grad_norm: 6.8068 2021-06-18 16:54:12,591 - mmaction - INFO - Epoch [47][2880/3757] lr: 1.000e-04, eta: 4:12:45, time: 1.106, data_time: 0.175, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9211, loss_cls: 0.9953, loss: 0.9953, grad_norm: 6.8140 2021-06-18 16:54:33,600 - mmaction - INFO - Epoch [47][2900/3757] lr: 1.000e-04, eta: 4:12:20, time: 1.050, data_time: 0.210, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9242, loss_cls: 0.9789, loss: 0.9789, grad_norm: 6.6878 2021-06-18 16:54:57,510 - mmaction - INFO - Epoch [47][2920/3757] lr: 1.000e-04, eta: 4:11:55, time: 1.196, data_time: 0.444, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9141, loss_cls: 0.9768, loss: 0.9768, grad_norm: 6.7756 2021-06-18 16:55:20,130 - mmaction - INFO - Epoch [47][2940/3757] lr: 1.000e-04, eta: 4:11:30, time: 1.129, data_time: 0.249, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9180, loss_cls: 0.9556, loss: 0.9556, grad_norm: 6.6176 2021-06-18 16:55:42,425 - mmaction - INFO - Epoch [47][2960/3757] lr: 1.000e-04, eta: 4:11:05, time: 1.108, data_time: 0.114, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9250, loss_cls: 0.9078, loss: 0.9078, grad_norm: 6.3940 2021-06-18 16:56:05,276 - mmaction - INFO - Epoch [47][2980/3757] lr: 1.000e-04, eta: 4:10:39, time: 1.148, data_time: 0.010, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 0.9788, loss: 0.9788, grad_norm: 6.5596 2021-06-18 16:56:27,980 - mmaction - INFO - Epoch [47][3000/3757] lr: 1.000e-04, eta: 4:10:14, time: 1.138, data_time: 0.005, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9031, loss_cls: 1.0013, loss: 1.0013, grad_norm: 6.7502 2021-06-18 16:56:50,546 - mmaction - INFO - Epoch [47][3020/3757] lr: 1.000e-04, eta: 4:09:49, time: 1.128, data_time: 0.001, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9117, loss_cls: 0.9765, loss: 0.9765, grad_norm: 6.6599 2021-06-18 16:57:13,671 - mmaction - INFO - Epoch [47][3040/3757] lr: 1.000e-04, eta: 4:09:24, time: 1.153, data_time: 0.002, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9195, loss_cls: 0.9125, loss: 0.9125, grad_norm: 6.4641 2021-06-18 16:57:36,048 - mmaction - INFO - Epoch [47][3060/3757] lr: 1.000e-04, eta: 4:08:59, time: 1.123, data_time: 0.119, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9219, loss_cls: 0.9089, loss: 0.9089, grad_norm: 6.4478 2021-06-18 16:58:00,353 - mmaction - INFO - Epoch [47][3080/3757] lr: 1.000e-04, eta: 4:08:34, time: 1.215, data_time: 0.001, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9164, loss_cls: 0.9124, loss: 0.9124, grad_norm: 6.3871 2021-06-18 16:58:22,441 - mmaction - INFO - Epoch [47][3100/3757] lr: 1.000e-04, eta: 4:08:09, time: 1.099, data_time: 0.001, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9187, loss_cls: 0.9659, loss: 0.9659, grad_norm: 6.8430 2021-06-18 16:58:45,980 - mmaction - INFO - Epoch [47][3120/3757] lr: 1.000e-04, eta: 4:07:44, time: 1.178, data_time: 0.007, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9195, loss_cls: 0.9743, loss: 0.9743, grad_norm: 6.6824 2021-06-18 16:59:09,267 - mmaction - INFO - Epoch [47][3140/3757] lr: 1.000e-04, eta: 4:07:19, time: 1.168, data_time: 0.005, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9180, loss_cls: 0.9252, loss: 0.9252, grad_norm: 6.7758 2021-06-18 16:59:31,733 - mmaction - INFO - Epoch [47][3160/3757] lr: 1.000e-04, eta: 4:06:53, time: 1.124, data_time: 0.002, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9250, loss_cls: 0.9144, loss: 0.9144, grad_norm: 6.4708 2021-06-18 16:59:52,767 - mmaction - INFO - Epoch [47][3180/3757] lr: 1.000e-04, eta: 4:06:28, time: 1.052, data_time: 0.016, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9195, loss_cls: 0.9474, loss: 0.9474, grad_norm: 6.7623 2021-06-18 17:00:16,353 - mmaction - INFO - Epoch [47][3200/3757] lr: 1.000e-04, eta: 4:06:03, time: 1.179, data_time: 0.234, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9008, loss_cls: 0.9940, loss: 0.9940, grad_norm: 6.6924 2021-06-18 17:00:39,758 - mmaction - INFO - Epoch [47][3220/3757] lr: 1.000e-04, eta: 4:05:38, time: 1.170, data_time: 0.323, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9117, loss_cls: 0.9429, loss: 0.9429, grad_norm: 6.3533 2021-06-18 17:01:01,409 - mmaction - INFO - Epoch [47][3240/3757] lr: 1.000e-04, eta: 4:05:13, time: 1.081, data_time: 0.134, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9242, loss_cls: 0.8936, loss: 0.8936, grad_norm: 6.6032 2021-06-18 17:01:24,698 - mmaction - INFO - Epoch [47][3260/3757] lr: 1.000e-04, eta: 4:04:48, time: 1.165, data_time: 0.002, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9148, loss_cls: 0.9887, loss: 0.9887, grad_norm: 6.7294 2021-06-18 17:01:46,873 - mmaction - INFO - Epoch [47][3280/3757] lr: 1.000e-04, eta: 4:04:23, time: 1.109, data_time: 0.187, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9289, loss_cls: 0.9337, loss: 0.9337, grad_norm: 6.6506 2021-06-18 17:02:09,877 - mmaction - INFO - Epoch [47][3300/3757] lr: 1.000e-04, eta: 4:03:58, time: 1.149, data_time: 0.425, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9266, loss_cls: 0.8973, loss: 0.8973, grad_norm: 6.4944 2021-06-18 17:02:32,413 - mmaction - INFO - Epoch [47][3320/3757] lr: 1.000e-04, eta: 4:03:33, time: 1.128, data_time: 0.180, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9172, loss_cls: 0.9358, loss: 0.9358, grad_norm: 6.5290 2021-06-18 17:02:55,648 - mmaction - INFO - Epoch [47][3340/3757] lr: 1.000e-04, eta: 4:03:07, time: 1.156, data_time: 0.109, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9211, loss_cls: 0.9280, loss: 0.9280, grad_norm: 6.6108 2021-06-18 17:03:19,124 - mmaction - INFO - Epoch [47][3360/3757] lr: 1.000e-04, eta: 4:02:42, time: 1.180, data_time: 0.009, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9141, loss_cls: 0.9610, loss: 0.9610, grad_norm: 6.5031 2021-06-18 17:03:40,872 - mmaction - INFO - Epoch [47][3380/3757] lr: 1.000e-04, eta: 4:02:17, time: 1.087, data_time: 0.001, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9141, loss_cls: 0.9471, loss: 0.9471, grad_norm: 6.6428 2021-06-18 17:04:03,934 - mmaction - INFO - Epoch [47][3400/3757] lr: 1.000e-04, eta: 4:01:52, time: 1.153, data_time: 0.176, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9156, loss_cls: 0.9037, loss: 0.9037, grad_norm: 6.5353 2021-06-18 17:04:27,102 - mmaction - INFO - Epoch [47][3420/3757] lr: 1.000e-04, eta: 4:01:27, time: 1.159, data_time: 0.154, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9164, loss_cls: 0.9971, loss: 0.9971, grad_norm: 6.9418 2021-06-18 17:04:49,718 - mmaction - INFO - Epoch [47][3440/3757] lr: 1.000e-04, eta: 4:01:02, time: 1.130, data_time: 0.220, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9305, loss_cls: 0.8735, loss: 0.8735, grad_norm: 6.4577 2021-06-18 17:05:13,300 - mmaction - INFO - Epoch [47][3460/3757] lr: 1.000e-04, eta: 4:00:37, time: 1.180, data_time: 0.238, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9062, loss_cls: 0.9916, loss: 0.9916, grad_norm: 6.9461 2021-06-18 17:05:36,341 - mmaction - INFO - Epoch [47][3480/3757] lr: 1.000e-04, eta: 4:00:12, time: 1.152, data_time: 0.057, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9125, loss_cls: 0.9120, loss: 0.9120, grad_norm: 6.3107 2021-06-18 17:05:59,564 - mmaction - INFO - Epoch [47][3500/3757] lr: 1.000e-04, eta: 3:59:47, time: 1.154, data_time: 0.014, memory: 7080, top1_acc: 0.7445, top5_acc: 0.8930, loss_cls: 1.0295, loss: 1.0295, grad_norm: 6.6119 2021-06-18 17:06:21,748 - mmaction - INFO - Epoch [47][3520/3757] lr: 1.000e-04, eta: 3:59:22, time: 1.117, data_time: 0.009, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9109, loss_cls: 0.9531, loss: 0.9531, grad_norm: 6.6272 2021-06-18 17:06:45,181 - mmaction - INFO - Epoch [47][3540/3757] lr: 1.000e-04, eta: 3:58:56, time: 1.170, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9086, loss_cls: 0.9472, loss: 0.9472, grad_norm: 6.4384 2021-06-18 17:07:07,638 - mmaction - INFO - Epoch [47][3560/3757] lr: 1.000e-04, eta: 3:58:31, time: 1.124, data_time: 0.003, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9211, loss_cls: 0.9476, loss: 0.9476, grad_norm: 6.7021 2021-06-18 17:07:30,263 - mmaction - INFO - Epoch [47][3580/3757] lr: 1.000e-04, eta: 3:58:06, time: 1.131, data_time: 0.002, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9313, loss_cls: 0.8628, loss: 0.8628, grad_norm: 6.2636 2021-06-18 17:07:53,313 - mmaction - INFO - Epoch [47][3600/3757] lr: 1.000e-04, eta: 3:57:41, time: 1.152, data_time: 0.003, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9078, loss_cls: 1.0155, loss: 1.0155, grad_norm: 6.6726 2021-06-18 17:08:15,011 - mmaction - INFO - Epoch [47][3620/3757] lr: 1.000e-04, eta: 3:57:16, time: 1.084, data_time: 0.107, memory: 7080, top1_acc: 0.7961, top5_acc: 0.9336, loss_cls: 0.8217, loss: 0.8217, grad_norm: 6.1289 2021-06-18 17:08:37,413 - mmaction - INFO - Epoch [47][3640/3757] lr: 1.000e-04, eta: 3:56:51, time: 1.121, data_time: 0.086, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9156, loss_cls: 0.9971, loss: 0.9971, grad_norm: 6.6401 2021-06-18 17:09:00,632 - mmaction - INFO - Epoch [47][3660/3757] lr: 1.000e-04, eta: 3:56:26, time: 1.161, data_time: 0.226, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9055, loss_cls: 0.9511, loss: 0.9511, grad_norm: 6.6752 2021-06-18 17:09:23,126 - mmaction - INFO - Epoch [47][3680/3757] lr: 1.000e-04, eta: 3:56:01, time: 1.124, data_time: 0.274, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9289, loss_cls: 0.9035, loss: 0.9035, grad_norm: 6.4361 2021-06-18 17:09:45,217 - mmaction - INFO - Epoch [47][3700/3757] lr: 1.000e-04, eta: 3:55:36, time: 1.104, data_time: 0.275, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9234, loss_cls: 0.9556, loss: 0.9556, grad_norm: 6.7323 2021-06-18 17:10:08,460 - mmaction - INFO - Epoch [47][3720/3757] lr: 1.000e-04, eta: 3:55:10, time: 1.160, data_time: 0.088, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9117, loss_cls: 0.9411, loss: 0.9411, grad_norm: 6.5200 2021-06-18 17:10:31,480 - mmaction - INFO - Epoch [47][3740/3757] lr: 1.000e-04, eta: 3:54:45, time: 1.152, data_time: 0.095, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9031, loss_cls: 1.0442, loss: 1.0442, grad_norm: 6.7623 2021-06-18 17:10:51,656 - mmaction - INFO - Saving checkpoint at 47 epochs 2021-06-18 17:23:09,852 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 17:23:10,871 - mmaction - INFO - top1_acc 0.7066 top5_acc 0.8977 2021-06-18 17:23:10,872 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 17:23:10,960 - mmaction - INFO - mean_acc 0.7065 2021-06-18 17:23:11,844 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_47.pth. 2021-06-18 17:23:11,844 - mmaction - INFO - Best top1_acc is 0.7066 at 47 epoch. 2021-06-18 17:23:11,854 - mmaction - INFO - Epoch(val) [47][3757] top1_acc: 0.7066, top5_acc: 0.8977, mean_class_accuracy: 0.7065 2021-06-18 17:30:47,689 - mmaction - INFO - Epoch [48][20/3757] lr: 1.000e-04, eta: 3:54:25, time: 22.786, data_time: 21.813, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 0.9856, loss: 0.9856, grad_norm: 6.6838 2021-06-18 17:31:09,975 - mmaction - INFO - Epoch [48][40/3757] lr: 1.000e-04, eta: 3:54:00, time: 1.120, data_time: 0.235, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9211, loss_cls: 0.9697, loss: 0.9697, grad_norm: 6.8840 2021-06-18 17:31:34,362 - mmaction - INFO - Epoch [48][60/3757] lr: 1.000e-04, eta: 3:53:35, time: 1.219, data_time: 0.001, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9305, loss_cls: 0.9139, loss: 0.9139, grad_norm: 6.6201 2021-06-18 17:31:57,086 - mmaction - INFO - Epoch [48][80/3757] lr: 1.000e-04, eta: 3:53:10, time: 1.134, data_time: 0.001, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9070, loss_cls: 0.9913, loss: 0.9913, grad_norm: 6.7829 2021-06-18 17:32:18,788 - mmaction - INFO - Epoch [48][100/3757] lr: 1.000e-04, eta: 3:52:45, time: 1.086, data_time: 0.003, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 0.9840, loss: 0.9840, grad_norm: 6.8491 2021-06-18 17:32:41,326 - mmaction - INFO - Epoch [48][120/3757] lr: 1.000e-04, eta: 3:52:20, time: 1.128, data_time: 0.003, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9227, loss_cls: 0.9070, loss: 0.9070, grad_norm: 6.5890 2021-06-18 17:33:03,148 - mmaction - INFO - Epoch [48][140/3757] lr: 1.000e-04, eta: 3:51:54, time: 1.090, data_time: 0.089, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9336, loss_cls: 0.9375, loss: 0.9375, grad_norm: 6.6101 2021-06-18 17:33:26,704 - mmaction - INFO - Epoch [48][160/3757] lr: 1.000e-04, eta: 3:51:29, time: 1.179, data_time: 0.048, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9094, loss_cls: 0.9325, loss: 0.9325, grad_norm: 6.3783 2021-06-18 17:33:48,358 - mmaction - INFO - Epoch [48][180/3757] lr: 1.000e-04, eta: 3:51:04, time: 1.082, data_time: 0.034, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9344, loss_cls: 0.9419, loss: 0.9419, grad_norm: 6.8006 2021-06-18 17:34:11,401 - mmaction - INFO - Epoch [48][200/3757] lr: 1.000e-04, eta: 3:50:39, time: 1.153, data_time: 0.084, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9125, loss_cls: 1.0045, loss: 1.0045, grad_norm: 6.7241 2021-06-18 17:34:33,851 - mmaction - INFO - Epoch [48][220/3757] lr: 1.000e-04, eta: 3:50:14, time: 1.122, data_time: 0.063, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9148, loss_cls: 0.9132, loss: 0.9132, grad_norm: 6.4601 2021-06-18 17:34:56,762 - mmaction - INFO - Epoch [48][240/3757] lr: 1.000e-04, eta: 3:49:49, time: 1.146, data_time: 0.025, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9062, loss_cls: 0.9786, loss: 0.9786, grad_norm: 6.6179 2021-06-18 17:35:19,649 - mmaction - INFO - Epoch [48][260/3757] lr: 1.000e-04, eta: 3:49:24, time: 1.144, data_time: 0.128, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9102, loss_cls: 0.9877, loss: 0.9877, grad_norm: 6.5900 2021-06-18 17:35:41,638 - mmaction - INFO - Epoch [48][280/3757] lr: 1.000e-04, eta: 3:48:58, time: 1.099, data_time: 0.131, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9180, loss_cls: 0.9593, loss: 0.9593, grad_norm: 6.6535 2021-06-18 17:36:04,547 - mmaction - INFO - Epoch [48][300/3757] lr: 1.000e-04, eta: 3:48:33, time: 1.146, data_time: 0.093, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9109, loss_cls: 0.9524, loss: 0.9524, grad_norm: 6.5903 2021-06-18 17:36:28,102 - mmaction - INFO - Epoch [48][320/3757] lr: 1.000e-04, eta: 3:48:08, time: 1.177, data_time: 0.182, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9078, loss_cls: 1.0070, loss: 1.0070, grad_norm: 6.8537 2021-06-18 17:36:49,752 - mmaction - INFO - Epoch [48][340/3757] lr: 1.000e-04, eta: 3:47:43, time: 1.083, data_time: 0.445, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9203, loss_cls: 0.9338, loss: 0.9338, grad_norm: 6.6894 2021-06-18 17:37:13,587 - mmaction - INFO - Epoch [48][360/3757] lr: 1.000e-04, eta: 3:47:18, time: 1.190, data_time: 0.157, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9234, loss_cls: 0.9296, loss: 0.9296, grad_norm: 6.6466 2021-06-18 17:37:37,155 - mmaction - INFO - Epoch [48][380/3757] lr: 1.000e-04, eta: 3:46:53, time: 1.178, data_time: 0.081, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9242, loss_cls: 0.9090, loss: 0.9090, grad_norm: 6.5868 2021-06-18 17:37:59,764 - mmaction - INFO - Epoch [48][400/3757] lr: 1.000e-04, eta: 3:46:28, time: 1.132, data_time: 0.004, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9000, loss_cls: 0.9466, loss: 0.9466, grad_norm: 6.6459 2021-06-18 17:38:21,717 - mmaction - INFO - Epoch [48][420/3757] lr: 1.000e-04, eta: 3:46:02, time: 1.088, data_time: 0.002, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9156, loss_cls: 0.9384, loss: 0.9384, grad_norm: 6.6107 2021-06-18 17:38:43,978 - mmaction - INFO - Epoch [48][440/3757] lr: 1.000e-04, eta: 3:45:37, time: 1.119, data_time: 0.037, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9031, loss_cls: 1.0059, loss: 1.0059, grad_norm: 6.7037 2021-06-18 17:39:06,785 - mmaction - INFO - Epoch [48][460/3757] lr: 1.000e-04, eta: 3:45:12, time: 1.144, data_time: 0.085, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9047, loss_cls: 1.0213, loss: 1.0213, grad_norm: 6.8428 2021-06-18 17:39:29,120 - mmaction - INFO - Epoch [48][480/3757] lr: 1.000e-04, eta: 3:44:47, time: 1.116, data_time: 0.006, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9156, loss_cls: 0.9656, loss: 0.9656, grad_norm: 6.6887 2021-06-18 17:39:51,935 - mmaction - INFO - Epoch [48][500/3757] lr: 1.000e-04, eta: 3:44:22, time: 1.142, data_time: 0.069, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9148, loss_cls: 0.9622, loss: 0.9622, grad_norm: 6.7535 2021-06-18 17:40:14,744 - mmaction - INFO - Epoch [48][520/3757] lr: 1.000e-04, eta: 3:43:57, time: 1.141, data_time: 0.059, memory: 7080, top1_acc: 0.7289, top5_acc: 0.9039, loss_cls: 1.0402, loss: 1.0402, grad_norm: 6.9701 2021-06-18 17:40:39,282 - mmaction - INFO - Epoch [48][540/3757] lr: 1.000e-04, eta: 3:43:32, time: 1.226, data_time: 0.239, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9125, loss_cls: 0.9371, loss: 0.9371, grad_norm: 6.5913 2021-06-18 17:41:02,637 - mmaction - INFO - Epoch [48][560/3757] lr: 1.000e-04, eta: 3:43:07, time: 1.169, data_time: 0.381, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9187, loss_cls: 0.9023, loss: 0.9023, grad_norm: 6.5754 2021-06-18 17:41:25,728 - mmaction - INFO - Epoch [48][580/3757] lr: 1.000e-04, eta: 3:42:41, time: 1.155, data_time: 0.279, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9109, loss_cls: 1.0025, loss: 1.0025, grad_norm: 6.7621 2021-06-18 17:41:47,542 - mmaction - INFO - Epoch [48][600/3757] lr: 1.000e-04, eta: 3:42:16, time: 1.091, data_time: 0.002, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9078, loss_cls: 0.9686, loss: 0.9686, grad_norm: 6.8132 2021-06-18 17:42:10,181 - mmaction - INFO - Epoch [48][620/3757] lr: 1.000e-04, eta: 3:41:51, time: 1.130, data_time: 0.004, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9195, loss_cls: 0.8650, loss: 0.8650, grad_norm: 6.3526 2021-06-18 17:42:33,166 - mmaction - INFO - Epoch [48][640/3757] lr: 1.000e-04, eta: 3:41:26, time: 1.150, data_time: 0.003, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9141, loss_cls: 1.0256, loss: 1.0256, grad_norm: 6.8213 2021-06-18 17:42:54,687 - mmaction - INFO - Epoch [48][660/3757] lr: 1.000e-04, eta: 3:41:01, time: 1.075, data_time: 0.002, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9203, loss_cls: 0.9150, loss: 0.9150, grad_norm: 6.3993 2021-06-18 17:43:18,075 - mmaction - INFO - Epoch [48][680/3757] lr: 1.000e-04, eta: 3:40:36, time: 1.171, data_time: 0.003, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9078, loss_cls: 0.9590, loss: 0.9590, grad_norm: 6.5040 2021-06-18 17:43:40,362 - mmaction - INFO - Epoch [48][700/3757] lr: 1.000e-04, eta: 3:40:11, time: 1.113, data_time: 0.001, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9086, loss_cls: 0.9930, loss: 0.9930, grad_norm: 6.7069 2021-06-18 17:44:05,134 - mmaction - INFO - Epoch [48][720/3757] lr: 1.000e-04, eta: 3:39:46, time: 1.240, data_time: 0.002, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9344, loss_cls: 0.8094, loss: 0.8094, grad_norm: 6.2751 2021-06-18 17:44:26,531 - mmaction - INFO - Epoch [48][740/3757] lr: 1.000e-04, eta: 3:39:20, time: 1.067, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9109, loss_cls: 0.9467, loss: 0.9467, grad_norm: 6.5735 2021-06-18 17:44:49,684 - mmaction - INFO - Epoch [48][760/3757] lr: 1.000e-04, eta: 3:38:55, time: 1.156, data_time: 0.006, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9203, loss_cls: 0.9293, loss: 0.9293, grad_norm: 6.8408 2021-06-18 17:45:12,853 - mmaction - INFO - Epoch [48][780/3757] lr: 1.000e-04, eta: 3:38:30, time: 1.162, data_time: 0.005, memory: 7080, top1_acc: 0.7906, top5_acc: 0.9148, loss_cls: 0.8960, loss: 0.8960, grad_norm: 6.3065 2021-06-18 17:45:36,359 - mmaction - INFO - Epoch [48][800/3757] lr: 1.000e-04, eta: 3:38:05, time: 1.176, data_time: 0.003, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 1.0129, loss: 1.0129, grad_norm: 6.8143 2021-06-18 17:45:58,622 - mmaction - INFO - Epoch [48][820/3757] lr: 1.000e-04, eta: 3:37:40, time: 1.113, data_time: 0.002, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9117, loss_cls: 0.9649, loss: 0.9649, grad_norm: 6.6617 2021-06-18 17:46:21,082 - mmaction - INFO - Epoch [48][840/3757] lr: 1.000e-04, eta: 3:37:15, time: 1.121, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9086, loss_cls: 1.0042, loss: 1.0042, grad_norm: 6.5110 2021-06-18 17:46:43,353 - mmaction - INFO - Epoch [48][860/3757] lr: 1.000e-04, eta: 3:36:50, time: 1.115, data_time: 0.207, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9156, loss_cls: 0.9592, loss: 0.9592, grad_norm: 6.5200 2021-06-18 17:47:05,528 - mmaction - INFO - Epoch [48][880/3757] lr: 1.000e-04, eta: 3:36:24, time: 1.109, data_time: 0.200, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9023, loss_cls: 1.0002, loss: 1.0002, grad_norm: 6.4923 2021-06-18 17:47:28,546 - mmaction - INFO - Epoch [48][900/3757] lr: 1.000e-04, eta: 3:35:59, time: 1.147, data_time: 0.035, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9203, loss_cls: 0.9440, loss: 0.9440, grad_norm: 6.6811 2021-06-18 17:47:51,723 - mmaction - INFO - Epoch [48][920/3757] lr: 1.000e-04, eta: 3:35:34, time: 1.163, data_time: 0.120, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9172, loss_cls: 0.9051, loss: 0.9051, grad_norm: 6.4699 2021-06-18 17:48:14,787 - mmaction - INFO - Epoch [48][940/3757] lr: 1.000e-04, eta: 3:35:09, time: 1.150, data_time: 0.087, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9070, loss_cls: 1.0057, loss: 1.0057, grad_norm: 6.5660 2021-06-18 17:48:36,308 - mmaction - INFO - Epoch [48][960/3757] lr: 1.000e-04, eta: 3:34:44, time: 1.079, data_time: 0.183, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9172, loss_cls: 0.9597, loss: 0.9597, grad_norm: 6.7197 2021-06-18 17:48:59,793 - mmaction - INFO - Epoch [48][980/3757] lr: 1.000e-04, eta: 3:34:19, time: 1.175, data_time: 0.086, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9156, loss_cls: 0.9707, loss: 0.9707, grad_norm: 6.6963 2021-06-18 17:49:22,490 - mmaction - INFO - Epoch [48][1000/3757] lr: 1.000e-04, eta: 3:33:54, time: 1.136, data_time: 0.003, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9023, loss_cls: 0.9768, loss: 0.9768, grad_norm: 6.6361 2021-06-18 17:49:44,807 - mmaction - INFO - Epoch [48][1020/3757] lr: 1.000e-04, eta: 3:33:29, time: 1.116, data_time: 0.002, memory: 7080, top1_acc: 0.7297, top5_acc: 0.9039, loss_cls: 1.0570, loss: 1.0570, grad_norm: 6.8919 2021-06-18 17:50:08,775 - mmaction - INFO - Epoch [48][1040/3757] lr: 1.000e-04, eta: 3:33:04, time: 1.198, data_time: 0.001, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9102, loss_cls: 0.9610, loss: 0.9610, grad_norm: 6.6835 2021-06-18 17:50:31,153 - mmaction - INFO - Epoch [48][1060/3757] lr: 1.000e-04, eta: 3:32:38, time: 1.118, data_time: 0.003, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9164, loss_cls: 0.9287, loss: 0.9287, grad_norm: 6.3782 2021-06-18 17:50:53,955 - mmaction - INFO - Epoch [48][1080/3757] lr: 1.000e-04, eta: 3:32:13, time: 1.141, data_time: 0.003, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9227, loss_cls: 0.9394, loss: 0.9394, grad_norm: 6.4874 2021-06-18 17:51:18,208 - mmaction - INFO - Epoch [48][1100/3757] lr: 1.000e-04, eta: 3:31:48, time: 1.213, data_time: 0.001, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9133, loss_cls: 0.9381, loss: 0.9381, grad_norm: 6.6371 2021-06-18 17:51:40,498 - mmaction - INFO - Epoch [48][1120/3757] lr: 1.000e-04, eta: 3:31:23, time: 1.114, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9187, loss_cls: 0.9475, loss: 0.9475, grad_norm: 6.5261 2021-06-18 17:52:03,150 - mmaction - INFO - Epoch [48][1140/3757] lr: 1.000e-04, eta: 3:30:58, time: 1.128, data_time: 0.004, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9219, loss_cls: 0.9144, loss: 0.9144, grad_norm: 6.4575 2021-06-18 17:52:26,300 - mmaction - INFO - Epoch [48][1160/3757] lr: 1.000e-04, eta: 3:30:33, time: 1.161, data_time: 0.006, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9133, loss_cls: 0.9376, loss: 0.9376, grad_norm: 6.5986 2021-06-18 17:52:48,042 - mmaction - INFO - Epoch [48][1180/3757] lr: 1.000e-04, eta: 3:30:08, time: 1.087, data_time: 0.002, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9117, loss_cls: 0.9195, loss: 0.9195, grad_norm: 6.4363 2021-06-18 17:53:10,573 - mmaction - INFO - Epoch [48][1200/3757] lr: 1.000e-04, eta: 3:29:43, time: 1.127, data_time: 0.115, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9305, loss_cls: 0.8895, loss: 0.8895, grad_norm: 6.5269 2021-06-18 17:53:33,663 - mmaction - INFO - Epoch [48][1220/3757] lr: 1.000e-04, eta: 3:29:18, time: 1.154, data_time: 0.059, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9109, loss_cls: 0.9515, loss: 0.9515, grad_norm: 6.5316 2021-06-18 17:53:55,889 - mmaction - INFO - Epoch [48][1240/3757] lr: 1.000e-04, eta: 3:28:52, time: 1.111, data_time: 0.082, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9289, loss_cls: 0.8512, loss: 0.8512, grad_norm: 6.4411 2021-06-18 17:54:18,787 - mmaction - INFO - Epoch [48][1260/3757] lr: 1.000e-04, eta: 3:28:27, time: 1.145, data_time: 0.059, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9094, loss_cls: 0.9656, loss: 0.9656, grad_norm: 6.6297 2021-06-18 17:54:42,615 - mmaction - INFO - Epoch [48][1280/3757] lr: 1.000e-04, eta: 3:28:02, time: 1.193, data_time: 0.186, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9070, loss_cls: 0.9696, loss: 0.9696, grad_norm: 6.4194 2021-06-18 17:55:06,202 - mmaction - INFO - Epoch [48][1300/3757] lr: 1.000e-04, eta: 3:27:37, time: 1.178, data_time: 0.074, memory: 7080, top1_acc: 0.7266, top5_acc: 0.9117, loss_cls: 1.0151, loss: 1.0151, grad_norm: 6.8939 2021-06-18 17:55:28,653 - mmaction - INFO - Epoch [48][1320/3757] lr: 1.000e-04, eta: 3:27:12, time: 1.123, data_time: 0.148, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9156, loss_cls: 0.9693, loss: 0.9693, grad_norm: 6.5332 2021-06-18 17:55:51,701 - mmaction - INFO - Epoch [48][1340/3757] lr: 1.000e-04, eta: 3:26:47, time: 1.152, data_time: 0.074, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9133, loss_cls: 0.9327, loss: 0.9327, grad_norm: 6.3696 2021-06-18 17:56:14,458 - mmaction - INFO - Epoch [48][1360/3757] lr: 1.000e-04, eta: 3:26:22, time: 1.137, data_time: 0.008, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9117, loss_cls: 0.9820, loss: 0.9820, grad_norm: 6.7388 2021-06-18 17:56:37,948 - mmaction - INFO - Epoch [48][1380/3757] lr: 1.000e-04, eta: 3:25:57, time: 1.175, data_time: 0.007, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9133, loss_cls: 0.9320, loss: 0.9320, grad_norm: 6.6009 2021-06-18 17:57:01,257 - mmaction - INFO - Epoch [48][1400/3757] lr: 1.000e-04, eta: 3:25:32, time: 1.165, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9133, loss_cls: 0.9773, loss: 0.9773, grad_norm: 6.6824 2021-06-18 17:57:23,991 - mmaction - INFO - Epoch [48][1420/3757] lr: 1.000e-04, eta: 3:25:07, time: 1.137, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9164, loss_cls: 0.9405, loss: 0.9405, grad_norm: 6.5538 2021-06-18 17:57:46,137 - mmaction - INFO - Epoch [48][1440/3757] lr: 1.000e-04, eta: 3:24:41, time: 1.107, data_time: 0.124, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9148, loss_cls: 0.9672, loss: 0.9672, grad_norm: 6.7655 2021-06-18 17:58:10,521 - mmaction - INFO - Epoch [48][1460/3757] lr: 1.000e-04, eta: 3:24:16, time: 1.218, data_time: 0.137, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9109, loss_cls: 1.0056, loss: 1.0056, grad_norm: 6.7200 2021-06-18 17:58:32,750 - mmaction - INFO - Epoch [48][1480/3757] lr: 1.000e-04, eta: 3:23:51, time: 1.112, data_time: 0.013, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9102, loss_cls: 0.9451, loss: 0.9451, grad_norm: 6.5340 2021-06-18 17:58:54,773 - mmaction - INFO - Epoch [48][1500/3757] lr: 1.000e-04, eta: 3:23:26, time: 1.101, data_time: 0.002, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9125, loss_cls: 0.9633, loss: 0.9633, grad_norm: 6.6287 2021-06-18 17:59:18,168 - mmaction - INFO - Epoch [48][1520/3757] lr: 1.000e-04, eta: 3:23:01, time: 1.169, data_time: 0.021, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 0.9428, loss: 0.9428, grad_norm: 6.5809 2021-06-18 17:59:40,643 - mmaction - INFO - Epoch [48][1540/3757] lr: 1.000e-04, eta: 3:22:36, time: 1.124, data_time: 0.142, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9117, loss_cls: 0.9583, loss: 0.9583, grad_norm: 6.6848 2021-06-18 18:00:13,344 - mmaction - INFO - Epoch [48][1560/3757] lr: 1.000e-04, eta: 3:22:11, time: 1.630, data_time: 0.073, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9148, loss_cls: 0.9248, loss: 0.9248, grad_norm: 6.5287 2021-06-18 18:00:31,612 - mmaction - INFO - Epoch [48][1580/3757] lr: 1.000e-04, eta: 3:21:46, time: 0.918, data_time: 0.078, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9062, loss_cls: 1.0028, loss: 1.0028, grad_norm: 6.8427 2021-06-18 18:00:55,556 - mmaction - INFO - Epoch [48][1600/3757] lr: 1.000e-04, eta: 3:21:21, time: 1.199, data_time: 0.045, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9242, loss_cls: 0.8926, loss: 0.8926, grad_norm: 6.3290 2021-06-18 18:01:18,766 - mmaction - INFO - Epoch [48][1620/3757] lr: 1.000e-04, eta: 3:20:56, time: 1.160, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9094, loss_cls: 0.9733, loss: 0.9733, grad_norm: 6.6045 2021-06-18 18:01:41,378 - mmaction - INFO - Epoch [48][1640/3757] lr: 1.000e-04, eta: 3:20:31, time: 1.131, data_time: 0.001, memory: 7080, top1_acc: 0.7375, top5_acc: 0.8977, loss_cls: 1.0359, loss: 1.0359, grad_norm: 6.9399 2021-06-18 18:02:04,878 - mmaction - INFO - Epoch [48][1660/3757] lr: 1.000e-04, eta: 3:20:06, time: 1.174, data_time: 0.001, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9000, loss_cls: 0.9795, loss: 0.9795, grad_norm: 6.4548 2021-06-18 18:02:26,399 - mmaction - INFO - Epoch [48][1680/3757] lr: 1.000e-04, eta: 3:19:41, time: 1.074, data_time: 0.004, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9180, loss_cls: 0.9950, loss: 0.9950, grad_norm: 6.8892 2021-06-18 18:02:49,804 - mmaction - INFO - Epoch [48][1700/3757] lr: 1.000e-04, eta: 3:19:15, time: 1.172, data_time: 0.005, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9094, loss_cls: 0.9135, loss: 0.9135, grad_norm: 6.5724 2021-06-18 18:03:12,600 - mmaction - INFO - Epoch [48][1720/3757] lr: 1.000e-04, eta: 3:18:50, time: 1.138, data_time: 0.005, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9227, loss_cls: 0.9155, loss: 0.9155, grad_norm: 6.5873 2021-06-18 18:03:34,948 - mmaction - INFO - Epoch [48][1740/3757] lr: 1.000e-04, eta: 3:18:25, time: 1.120, data_time: 0.004, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9164, loss_cls: 0.9801, loss: 0.9801, grad_norm: 6.6704 2021-06-18 18:03:59,981 - mmaction - INFO - Epoch [48][1760/3757] lr: 1.000e-04, eta: 3:18:00, time: 1.252, data_time: 0.003, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9117, loss_cls: 0.9360, loss: 0.9360, grad_norm: 6.6711 2021-06-18 18:04:22,219 - mmaction - INFO - Epoch [48][1780/3757] lr: 1.000e-04, eta: 3:17:35, time: 1.112, data_time: 0.001, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9070, loss_cls: 1.0183, loss: 1.0183, grad_norm: 7.0117 2021-06-18 18:04:44,966 - mmaction - INFO - Epoch [48][1800/3757] lr: 1.000e-04, eta: 3:17:10, time: 1.130, data_time: 0.030, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9086, loss_cls: 0.9856, loss: 0.9856, grad_norm: 6.6784 2021-06-18 18:05:08,083 - mmaction - INFO - Epoch [48][1820/3757] lr: 1.000e-04, eta: 3:16:45, time: 1.163, data_time: 0.009, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9148, loss_cls: 0.9901, loss: 0.9901, grad_norm: 6.9105 2021-06-18 18:05:32,436 - mmaction - INFO - Epoch [48][1840/3757] lr: 1.000e-04, eta: 3:16:20, time: 1.217, data_time: 0.003, memory: 7080, top1_acc: 0.7500, top5_acc: 0.8992, loss_cls: 0.9997, loss: 0.9997, grad_norm: 6.7306 2021-06-18 18:05:54,052 - mmaction - INFO - Epoch [48][1860/3757] lr: 1.000e-04, eta: 3:15:55, time: 1.081, data_time: 0.014, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9195, loss_cls: 0.9128, loss: 0.9128, grad_norm: 6.7476 2021-06-18 18:06:16,828 - mmaction - INFO - Epoch [48][1880/3757] lr: 1.000e-04, eta: 3:15:30, time: 1.137, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9094, loss_cls: 0.9581, loss: 0.9581, grad_norm: 6.5749 2021-06-18 18:06:40,365 - mmaction - INFO - Epoch [48][1900/3757] lr: 1.000e-04, eta: 3:15:05, time: 1.178, data_time: 0.050, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9008, loss_cls: 1.0182, loss: 1.0182, grad_norm: 6.8600 2021-06-18 18:07:02,456 - mmaction - INFO - Epoch [48][1920/3757] lr: 1.000e-04, eta: 3:14:39, time: 1.104, data_time: 0.002, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9000, loss_cls: 1.0653, loss: 1.0653, grad_norm: 6.9428 2021-06-18 18:07:26,173 - mmaction - INFO - Epoch [48][1940/3757] lr: 1.000e-04, eta: 3:14:14, time: 1.187, data_time: 0.002, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9039, loss_cls: 1.0063, loss: 1.0063, grad_norm: 6.5799 2021-06-18 18:07:48,912 - mmaction - INFO - Epoch [48][1960/3757] lr: 1.000e-04, eta: 3:13:49, time: 1.135, data_time: 0.003, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9125, loss_cls: 0.9772, loss: 0.9772, grad_norm: 6.7420 2021-06-18 18:08:12,830 - mmaction - INFO - Epoch [48][1980/3757] lr: 1.000e-04, eta: 3:13:24, time: 1.198, data_time: 0.005, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9117, loss_cls: 0.9525, loss: 0.9525, grad_norm: 6.5805 2021-06-18 18:08:34,454 - mmaction - INFO - Epoch [48][2000/3757] lr: 1.000e-04, eta: 3:12:59, time: 1.080, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9180, loss_cls: 0.9014, loss: 0.9014, grad_norm: 6.3586 2021-06-18 18:08:58,088 - mmaction - INFO - Epoch [48][2020/3757] lr: 1.000e-04, eta: 3:12:34, time: 1.182, data_time: 0.004, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9242, loss_cls: 0.9143, loss: 0.9143, grad_norm: 6.6276 2021-06-18 18:09:19,091 - mmaction - INFO - Epoch [48][2040/3757] lr: 1.000e-04, eta: 3:12:09, time: 1.051, data_time: 0.030, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9234, loss_cls: 0.8843, loss: 0.8843, grad_norm: 6.6132 2021-06-18 18:09:42,248 - mmaction - INFO - Epoch [48][2060/3757] lr: 1.000e-04, eta: 3:11:44, time: 1.158, data_time: 0.376, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9172, loss_cls: 0.9169, loss: 0.9169, grad_norm: 6.5027 2021-06-18 18:10:05,480 - mmaction - INFO - Epoch [48][2080/3757] lr: 1.000e-04, eta: 3:11:19, time: 1.161, data_time: 0.044, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9141, loss_cls: 0.9471, loss: 0.9471, grad_norm: 6.5007 2021-06-18 18:10:28,560 - mmaction - INFO - Epoch [48][2100/3757] lr: 1.000e-04, eta: 3:10:54, time: 1.154, data_time: 0.002, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9109, loss_cls: 1.0129, loss: 1.0129, grad_norm: 6.7453 2021-06-18 18:10:51,831 - mmaction - INFO - Epoch [48][2120/3757] lr: 1.000e-04, eta: 3:10:29, time: 1.163, data_time: 0.050, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9203, loss_cls: 0.9012, loss: 0.9012, grad_norm: 6.4814 2021-06-18 18:11:13,353 - mmaction - INFO - Epoch [48][2140/3757] lr: 1.000e-04, eta: 3:10:03, time: 1.075, data_time: 0.067, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9148, loss_cls: 0.9337, loss: 0.9337, grad_norm: 6.4759 2021-06-18 18:11:37,369 - mmaction - INFO - Epoch [48][2160/3757] lr: 1.000e-04, eta: 3:09:38, time: 1.202, data_time: 0.005, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9109, loss_cls: 0.9618, loss: 0.9618, grad_norm: 6.5307 2021-06-18 18:12:00,554 - mmaction - INFO - Epoch [48][2180/3757] lr: 1.000e-04, eta: 3:09:13, time: 1.160, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9187, loss_cls: 0.9423, loss: 0.9423, grad_norm: 6.5432 2021-06-18 18:12:23,829 - mmaction - INFO - Epoch [48][2200/3757] lr: 1.000e-04, eta: 3:08:48, time: 1.163, data_time: 0.002, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9258, loss_cls: 0.9090, loss: 0.9090, grad_norm: 6.5931 2021-06-18 18:12:46,887 - mmaction - INFO - Epoch [48][2220/3757] lr: 1.000e-04, eta: 3:08:23, time: 1.154, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9133, loss_cls: 0.9850, loss: 0.9850, grad_norm: 6.8240 2021-06-18 18:13:10,263 - mmaction - INFO - Epoch [48][2240/3757] lr: 1.000e-04, eta: 3:07:58, time: 1.167, data_time: 0.002, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9039, loss_cls: 1.0075, loss: 1.0075, grad_norm: 6.7714 2021-06-18 18:13:32,530 - mmaction - INFO - Epoch [48][2260/3757] lr: 1.000e-04, eta: 3:07:33, time: 1.113, data_time: 0.003, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9219, loss_cls: 0.9566, loss: 0.9566, grad_norm: 6.6363 2021-06-18 18:13:55,442 - mmaction - INFO - Epoch [48][2280/3757] lr: 1.000e-04, eta: 3:07:08, time: 1.148, data_time: 0.033, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9180, loss_cls: 0.9596, loss: 0.9596, grad_norm: 6.6450 2021-06-18 18:14:19,128 - mmaction - INFO - Epoch [48][2300/3757] lr: 1.000e-04, eta: 3:06:43, time: 1.184, data_time: 0.093, memory: 7080, top1_acc: 0.7305, top5_acc: 0.8961, loss_cls: 1.0459, loss: 1.0459, grad_norm: 6.8956 2021-06-18 18:14:43,025 - mmaction - INFO - Epoch [48][2320/3757] lr: 1.000e-04, eta: 3:06:18, time: 1.195, data_time: 0.022, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9195, loss_cls: 0.9221, loss: 0.9221, grad_norm: 6.6502 2021-06-18 18:15:04,722 - mmaction - INFO - Epoch [48][2340/3757] lr: 1.000e-04, eta: 3:05:53, time: 1.084, data_time: 0.004, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9094, loss_cls: 0.9957, loss: 0.9957, grad_norm: 6.8989 2021-06-18 18:15:27,024 - mmaction - INFO - Epoch [48][2360/3757] lr: 1.000e-04, eta: 3:05:28, time: 1.115, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9172, loss_cls: 0.9493, loss: 0.9493, grad_norm: 6.5519 2021-06-18 18:15:50,393 - mmaction - INFO - Epoch [48][2380/3757] lr: 1.000e-04, eta: 3:05:03, time: 1.169, data_time: 0.024, memory: 7080, top1_acc: 0.7398, top5_acc: 0.8992, loss_cls: 1.0147, loss: 1.0147, grad_norm: 6.9440 2021-06-18 18:16:13,323 - mmaction - INFO - Epoch [48][2400/3757] lr: 1.000e-04, eta: 3:04:38, time: 1.147, data_time: 0.143, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9195, loss_cls: 0.9137, loss: 0.9137, grad_norm: 6.7124 2021-06-18 18:16:36,983 - mmaction - INFO - Epoch [48][2420/3757] lr: 1.000e-04, eta: 3:04:12, time: 1.183, data_time: 0.325, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9070, loss_cls: 0.9839, loss: 0.9839, grad_norm: 6.7140 2021-06-18 18:16:58,155 - mmaction - INFO - Epoch [48][2440/3757] lr: 1.000e-04, eta: 3:03:47, time: 1.058, data_time: 0.008, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9094, loss_cls: 0.9631, loss: 0.9631, grad_norm: 6.6484 2021-06-18 18:17:21,227 - mmaction - INFO - Epoch [48][2460/3757] lr: 1.000e-04, eta: 3:03:22, time: 1.154, data_time: 0.009, memory: 7080, top1_acc: 0.7820, top5_acc: 0.9281, loss_cls: 0.8843, loss: 0.8843, grad_norm: 6.4508 2021-06-18 18:17:43,590 - mmaction - INFO - Epoch [48][2480/3757] lr: 1.000e-04, eta: 3:02:57, time: 1.118, data_time: 0.137, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9109, loss_cls: 0.9756, loss: 0.9756, grad_norm: 6.5720 2021-06-18 18:18:07,888 - mmaction - INFO - Epoch [48][2500/3757] lr: 1.000e-04, eta: 3:02:32, time: 1.215, data_time: 0.061, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9203, loss_cls: 0.9446, loss: 0.9446, grad_norm: 6.5561 2021-06-18 18:18:31,547 - mmaction - INFO - Epoch [48][2520/3757] lr: 1.000e-04, eta: 3:02:07, time: 1.183, data_time: 0.096, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9141, loss_cls: 0.9561, loss: 0.9561, grad_norm: 6.7421 2021-06-18 18:18:53,464 - mmaction - INFO - Epoch [48][2540/3757] lr: 1.000e-04, eta: 3:01:42, time: 1.094, data_time: 0.022, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9266, loss_cls: 0.9355, loss: 0.9355, grad_norm: 6.5208 2021-06-18 18:19:16,525 - mmaction - INFO - Epoch [48][2560/3757] lr: 1.000e-04, eta: 3:01:17, time: 1.155, data_time: 0.331, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9203, loss_cls: 0.9286, loss: 0.9286, grad_norm: 6.5622 2021-06-18 18:19:39,246 - mmaction - INFO - Epoch [48][2580/3757] lr: 1.000e-04, eta: 3:00:52, time: 1.135, data_time: 0.101, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9156, loss_cls: 0.9616, loss: 0.9616, grad_norm: 6.6340 2021-06-18 18:20:03,296 - mmaction - INFO - Epoch [48][2600/3757] lr: 1.000e-04, eta: 3:00:27, time: 1.204, data_time: 0.117, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9817, loss: 0.9817, grad_norm: 6.6619 2021-06-18 18:20:25,118 - mmaction - INFO - Epoch [48][2620/3757] lr: 1.000e-04, eta: 3:00:02, time: 1.091, data_time: 0.001, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9203, loss_cls: 0.9537, loss: 0.9537, grad_norm: 6.6885 2021-06-18 18:20:48,793 - mmaction - INFO - Epoch [48][2640/3757] lr: 1.000e-04, eta: 2:59:37, time: 1.182, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9078, loss_cls: 0.9551, loss: 0.9551, grad_norm: 6.3786 2021-06-18 18:21:11,610 - mmaction - INFO - Epoch [48][2660/3757] lr: 1.000e-04, eta: 2:59:12, time: 1.141, data_time: 0.072, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9141, loss_cls: 0.9758, loss: 0.9758, grad_norm: 6.6342 2021-06-18 18:21:34,218 - mmaction - INFO - Epoch [48][2680/3757] lr: 1.000e-04, eta: 2:58:46, time: 1.132, data_time: 0.045, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9094, loss_cls: 0.9407, loss: 0.9407, grad_norm: 6.6129 2021-06-18 18:21:57,178 - mmaction - INFO - Epoch [48][2700/3757] lr: 1.000e-04, eta: 2:58:21, time: 1.148, data_time: 0.205, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9172, loss_cls: 0.9193, loss: 0.9193, grad_norm: 6.5229 2021-06-18 18:22:20,804 - mmaction - INFO - Epoch [48][2720/3757] lr: 1.000e-04, eta: 2:57:56, time: 1.178, data_time: 0.354, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9086, loss_cls: 0.9996, loss: 0.9996, grad_norm: 6.8004 2021-06-18 18:22:44,509 - mmaction - INFO - Epoch [48][2740/3757] lr: 1.000e-04, eta: 2:57:31, time: 1.188, data_time: 0.222, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9156, loss_cls: 0.9705, loss: 0.9705, grad_norm: 6.8710 2021-06-18 18:23:06,255 - mmaction - INFO - Epoch [48][2760/3757] lr: 1.000e-04, eta: 2:57:06, time: 1.086, data_time: 0.006, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9039, loss_cls: 0.9606, loss: 0.9606, grad_norm: 6.7389 2021-06-18 18:23:29,256 - mmaction - INFO - Epoch [48][2780/3757] lr: 1.000e-04, eta: 2:56:41, time: 1.151, data_time: 0.009, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9164, loss_cls: 0.9710, loss: 0.9710, grad_norm: 6.8197 2021-06-18 18:23:51,822 - mmaction - INFO - Epoch [48][2800/3757] lr: 1.000e-04, eta: 2:56:16, time: 1.127, data_time: 0.037, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9117, loss_cls: 1.0355, loss: 1.0355, grad_norm: 6.8142 2021-06-18 18:24:14,375 - mmaction - INFO - Epoch [48][2820/3757] lr: 1.000e-04, eta: 2:55:51, time: 1.128, data_time: 0.072, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9234, loss_cls: 0.9285, loss: 0.9285, grad_norm: 6.4755 2021-06-18 18:24:37,744 - mmaction - INFO - Epoch [48][2840/3757] lr: 1.000e-04, eta: 2:55:26, time: 1.169, data_time: 0.065, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9094, loss_cls: 1.0001, loss: 1.0001, grad_norm: 6.6592 2021-06-18 18:25:00,789 - mmaction - INFO - Epoch [48][2860/3757] lr: 1.000e-04, eta: 2:55:01, time: 1.152, data_time: 0.004, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9234, loss_cls: 0.9150, loss: 0.9150, grad_norm: 6.7252 2021-06-18 18:25:23,733 - mmaction - INFO - Epoch [48][2880/3757] lr: 1.000e-04, eta: 2:54:36, time: 1.147, data_time: 0.085, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9086, loss_cls: 1.0472, loss: 1.0472, grad_norm: 7.1747 2021-06-18 18:25:45,171 - mmaction - INFO - Epoch [48][2900/3757] lr: 1.000e-04, eta: 2:54:11, time: 1.072, data_time: 0.033, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9117, loss_cls: 0.9493, loss: 0.9493, grad_norm: 6.7101 2021-06-18 18:26:08,617 - mmaction - INFO - Epoch [48][2920/3757] lr: 1.000e-04, eta: 2:53:46, time: 1.172, data_time: 0.044, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9164, loss_cls: 0.9121, loss: 0.9121, grad_norm: 6.4326 2021-06-18 18:26:32,024 - mmaction - INFO - Epoch [48][2940/3757] lr: 1.000e-04, eta: 2:53:21, time: 1.170, data_time: 0.153, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9094, loss_cls: 0.9934, loss: 0.9934, grad_norm: 6.6509 2021-06-18 18:26:54,795 - mmaction - INFO - Epoch [48][2960/3757] lr: 1.000e-04, eta: 2:52:56, time: 1.139, data_time: 0.179, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9297, loss_cls: 0.9234, loss: 0.9234, grad_norm: 6.6226 2021-06-18 18:27:17,249 - mmaction - INFO - Epoch [48][2980/3757] lr: 1.000e-04, eta: 2:52:30, time: 1.122, data_time: 0.220, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9227, loss_cls: 0.9388, loss: 0.9388, grad_norm: 6.4320 2021-06-18 18:27:41,715 - mmaction - INFO - Epoch [48][3000/3757] lr: 1.000e-04, eta: 2:52:05, time: 1.224, data_time: 0.194, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9180, loss_cls: 0.9524, loss: 0.9524, grad_norm: 6.6753 2021-06-18 18:28:04,156 - mmaction - INFO - Epoch [48][3020/3757] lr: 1.000e-04, eta: 2:51:40, time: 1.122, data_time: 0.030, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9195, loss_cls: 0.9555, loss: 0.9555, grad_norm: 6.6623 2021-06-18 18:28:26,308 - mmaction - INFO - Epoch [48][3040/3757] lr: 1.000e-04, eta: 2:51:15, time: 1.103, data_time: 0.021, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 0.9870, loss: 0.9870, grad_norm: 6.7594 2021-06-18 18:28:49,314 - mmaction - INFO - Epoch [48][3060/3757] lr: 1.000e-04, eta: 2:50:50, time: 1.155, data_time: 0.140, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9234, loss_cls: 0.8943, loss: 0.8943, grad_norm: 6.3494 2021-06-18 18:29:12,863 - mmaction - INFO - Epoch [48][3080/3757] lr: 1.000e-04, eta: 2:50:25, time: 1.177, data_time: 0.241, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9195, loss_cls: 0.9335, loss: 0.9335, grad_norm: 6.5551 2021-06-18 18:29:35,303 - mmaction - INFO - Epoch [48][3100/3757] lr: 1.000e-04, eta: 2:50:00, time: 1.122, data_time: 0.396, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9133, loss_cls: 0.9556, loss: 0.9556, grad_norm: 6.6758 2021-06-18 18:29:57,980 - mmaction - INFO - Epoch [48][3120/3757] lr: 1.000e-04, eta: 2:49:35, time: 1.135, data_time: 0.255, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9180, loss_cls: 0.9449, loss: 0.9449, grad_norm: 6.5017 2021-06-18 18:30:21,865 - mmaction - INFO - Epoch [48][3140/3757] lr: 1.000e-04, eta: 2:49:10, time: 1.194, data_time: 0.041, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9141, loss_cls: 0.9757, loss: 0.9757, grad_norm: 6.9275 2021-06-18 18:30:44,798 - mmaction - INFO - Epoch [48][3160/3757] lr: 1.000e-04, eta: 2:48:45, time: 1.147, data_time: 0.266, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9031, loss_cls: 1.0398, loss: 1.0398, grad_norm: 6.8885 2021-06-18 18:31:05,936 - mmaction - INFO - Epoch [48][3180/3757] lr: 1.000e-04, eta: 2:48:20, time: 1.057, data_time: 0.076, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9141, loss_cls: 0.9415, loss: 0.9415, grad_norm: 6.5386 2021-06-18 18:31:28,793 - mmaction - INFO - Epoch [48][3200/3757] lr: 1.000e-04, eta: 2:47:55, time: 1.142, data_time: 0.076, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9117, loss_cls: 1.0203, loss: 1.0203, grad_norm: 7.0245 2021-06-18 18:31:53,293 - mmaction - INFO - Epoch [48][3220/3757] lr: 1.000e-04, eta: 2:47:30, time: 1.226, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9125, loss_cls: 0.9498, loss: 0.9498, grad_norm: 6.5415 2021-06-18 18:32:15,547 - mmaction - INFO - Epoch [48][3240/3757] lr: 1.000e-04, eta: 2:47:05, time: 1.111, data_time: 0.004, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9086, loss_cls: 0.9827, loss: 0.9827, grad_norm: 6.8418 2021-06-18 18:32:39,010 - mmaction - INFO - Epoch [48][3260/3757] lr: 1.000e-04, eta: 2:46:40, time: 1.175, data_time: 0.005, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9133, loss_cls: 1.0079, loss: 1.0079, grad_norm: 6.9313 2021-06-18 18:33:00,988 - mmaction - INFO - Epoch [48][3280/3757] lr: 1.000e-04, eta: 2:46:15, time: 1.099, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9289, loss_cls: 0.9009, loss: 0.9009, grad_norm: 6.5807 2021-06-18 18:33:23,655 - mmaction - INFO - Epoch [48][3300/3757] lr: 1.000e-04, eta: 2:45:49, time: 1.132, data_time: 0.001, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9180, loss_cls: 0.9094, loss: 0.9094, grad_norm: 6.5025 2021-06-18 18:33:46,518 - mmaction - INFO - Epoch [48][3320/3757] lr: 1.000e-04, eta: 2:45:24, time: 1.144, data_time: 0.268, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9133, loss_cls: 0.9748, loss: 0.9748, grad_norm: 6.7259 2021-06-18 18:34:10,038 - mmaction - INFO - Epoch [48][3340/3757] lr: 1.000e-04, eta: 2:44:59, time: 1.176, data_time: 0.043, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9219, loss_cls: 0.8573, loss: 0.8573, grad_norm: 6.2615 2021-06-18 18:34:32,801 - mmaction - INFO - Epoch [48][3360/3757] lr: 1.000e-04, eta: 2:44:34, time: 1.137, data_time: 0.003, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9219, loss_cls: 0.9266, loss: 0.9266, grad_norm: 6.3838 2021-06-18 18:34:55,245 - mmaction - INFO - Epoch [48][3380/3757] lr: 1.000e-04, eta: 2:44:09, time: 1.122, data_time: 0.005, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9156, loss_cls: 0.9190, loss: 0.9190, grad_norm: 6.5565 2021-06-18 18:35:17,981 - mmaction - INFO - Epoch [48][3400/3757] lr: 1.000e-04, eta: 2:43:44, time: 1.137, data_time: 0.238, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9031, loss_cls: 1.0091, loss: 1.0091, grad_norm: 6.8695 2021-06-18 18:35:40,269 - mmaction - INFO - Epoch [48][3420/3757] lr: 1.000e-04, eta: 2:43:19, time: 1.109, data_time: 0.132, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9086, loss_cls: 0.9412, loss: 0.9412, grad_norm: 6.6613 2021-06-18 18:36:02,777 - mmaction - INFO - Epoch [48][3440/3757] lr: 1.000e-04, eta: 2:42:54, time: 1.131, data_time: 0.067, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9141, loss_cls: 0.9821, loss: 0.9821, grad_norm: 6.7267 2021-06-18 18:36:24,567 - mmaction - INFO - Epoch [48][3460/3757] lr: 1.000e-04, eta: 2:42:29, time: 1.088, data_time: 0.087, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9195, loss_cls: 0.9061, loss: 0.9061, grad_norm: 6.6778 2021-06-18 18:36:47,397 - mmaction - INFO - Epoch [48][3480/3757] lr: 1.000e-04, eta: 2:42:04, time: 1.143, data_time: 0.074, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9273, loss_cls: 0.8770, loss: 0.8770, grad_norm: 6.4565 2021-06-18 18:37:10,939 - mmaction - INFO - Epoch [48][3500/3757] lr: 1.000e-04, eta: 2:41:39, time: 1.178, data_time: 0.014, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9047, loss_cls: 0.9868, loss: 0.9868, grad_norm: 6.5305 2021-06-18 18:37:33,258 - mmaction - INFO - Epoch [48][3520/3757] lr: 1.000e-04, eta: 2:41:14, time: 1.116, data_time: 0.001, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9258, loss_cls: 0.9427, loss: 0.9427, grad_norm: 6.6225 2021-06-18 18:37:54,607 - mmaction - INFO - Epoch [48][3540/3757] lr: 1.000e-04, eta: 2:40:49, time: 1.064, data_time: 0.020, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9172, loss_cls: 1.0329, loss: 1.0329, grad_norm: 7.0571 2021-06-18 18:38:17,869 - mmaction - INFO - Epoch [48][3560/3757] lr: 1.000e-04, eta: 2:40:24, time: 1.166, data_time: 0.187, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9203, loss_cls: 0.9141, loss: 0.9141, grad_norm: 6.5099 2021-06-18 18:38:40,629 - mmaction - INFO - Epoch [48][3580/3757] lr: 1.000e-04, eta: 2:39:59, time: 1.138, data_time: 0.188, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9125, loss_cls: 0.9608, loss: 0.9608, grad_norm: 6.8036 2021-06-18 18:39:04,929 - mmaction - INFO - Epoch [48][3600/3757] lr: 1.000e-04, eta: 2:39:34, time: 1.216, data_time: 0.322, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9203, loss_cls: 0.9062, loss: 0.9062, grad_norm: 6.6159 2021-06-18 18:39:26,964 - mmaction - INFO - Epoch [48][3620/3757] lr: 1.000e-04, eta: 2:39:08, time: 1.102, data_time: 0.073, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9094, loss_cls: 0.9702, loss: 0.9702, grad_norm: 6.5195 2021-06-18 18:39:50,218 - mmaction - INFO - Epoch [48][3640/3757] lr: 1.000e-04, eta: 2:38:43, time: 1.162, data_time: 0.001, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9211, loss_cls: 0.9150, loss: 0.9150, grad_norm: 6.8328 2021-06-18 18:40:13,565 - mmaction - INFO - Epoch [48][3660/3757] lr: 1.000e-04, eta: 2:38:18, time: 1.166, data_time: 0.002, memory: 7080, top1_acc: 0.7586, top5_acc: 0.8961, loss_cls: 0.9760, loss: 0.9760, grad_norm: 6.6682 2021-06-18 18:40:35,108 - mmaction - INFO - Epoch [48][3680/3757] lr: 1.000e-04, eta: 2:37:53, time: 1.078, data_time: 0.004, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9031, loss_cls: 1.0229, loss: 1.0229, grad_norm: 6.8040 2021-06-18 18:40:57,472 - mmaction - INFO - Epoch [48][3700/3757] lr: 1.000e-04, eta: 2:37:28, time: 1.118, data_time: 0.002, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9273, loss_cls: 0.8487, loss: 0.8487, grad_norm: 6.3978 2021-06-18 18:41:20,381 - mmaction - INFO - Epoch [48][3720/3757] lr: 1.000e-04, eta: 2:37:03, time: 1.146, data_time: 0.003, memory: 7080, top1_acc: 0.7320, top5_acc: 0.9086, loss_cls: 1.0245, loss: 1.0245, grad_norm: 6.9798 2021-06-18 18:41:43,246 - mmaction - INFO - Epoch [48][3740/3757] lr: 1.000e-04, eta: 2:36:38, time: 1.143, data_time: 0.031, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9164, loss_cls: 0.9493, loss: 0.9493, grad_norm: 6.8245 2021-06-18 18:42:07,147 - mmaction - INFO - Saving checkpoint at 48 epochs 2021-06-18 18:54:41,122 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 18:54:42,149 - mmaction - INFO - top1_acc 0.7073 top5_acc 0.8981 2021-06-18 18:54:42,149 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 18:54:42,229 - mmaction - INFO - mean_acc 0.7072 2021-06-18 18:54:43,115 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_48.pth. 2021-06-18 18:54:43,115 - mmaction - INFO - Best top1_acc is 0.7073 at 48 epoch. 2021-06-18 18:54:43,125 - mmaction - INFO - Epoch(val) [48][3757] top1_acc: 0.7073, top5_acc: 0.8981, mean_class_accuracy: 0.7072 2021-06-18 19:02:23,282 - mmaction - INFO - Epoch [49][20/3757] lr: 1.000e-04, eta: 2:36:09, time: 23.005, data_time: 22.077, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9211, loss_cls: 0.9060, loss: 0.9060, grad_norm: 6.6468 2021-06-18 19:02:46,933 - mmaction - INFO - Epoch [49][40/3757] lr: 1.000e-04, eta: 2:35:44, time: 1.182, data_time: 0.267, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9211, loss_cls: 0.9564, loss: 0.9564, grad_norm: 6.8036 2021-06-18 19:03:09,106 - mmaction - INFO - Epoch [49][60/3757] lr: 1.000e-04, eta: 2:35:19, time: 1.110, data_time: 0.083, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9117, loss_cls: 0.9473, loss: 0.9473, grad_norm: 6.5537 2021-06-18 19:03:31,077 - mmaction - INFO - Epoch [49][80/3757] lr: 1.000e-04, eta: 2:34:54, time: 1.099, data_time: 0.014, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9250, loss_cls: 0.9174, loss: 0.9174, grad_norm: 6.3299 2021-06-18 19:03:54,909 - mmaction - INFO - Epoch [49][100/3757] lr: 1.000e-04, eta: 2:34:29, time: 1.191, data_time: 0.229, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9195, loss_cls: 0.9276, loss: 0.9276, grad_norm: 6.4966 2021-06-18 19:04:17,634 - mmaction - INFO - Epoch [49][120/3757] lr: 1.000e-04, eta: 2:34:04, time: 1.134, data_time: 0.001, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9070, loss_cls: 0.9861, loss: 0.9861, grad_norm: 6.4587 2021-06-18 19:04:39,350 - mmaction - INFO - Epoch [49][140/3757] lr: 1.000e-04, eta: 2:33:39, time: 1.088, data_time: 0.104, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9187, loss_cls: 0.9616, loss: 0.9616, grad_norm: 6.7207 2021-06-18 19:05:02,213 - mmaction - INFO - Epoch [49][160/3757] lr: 1.000e-04, eta: 2:33:13, time: 1.141, data_time: 0.060, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9109, loss_cls: 0.9416, loss: 0.9416, grad_norm: 6.6895 2021-06-18 19:05:25,452 - mmaction - INFO - Epoch [49][180/3757] lr: 1.000e-04, eta: 2:32:48, time: 1.163, data_time: 0.215, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9187, loss_cls: 0.9057, loss: 0.9057, grad_norm: 6.5420 2021-06-18 19:05:47,782 - mmaction - INFO - Epoch [49][200/3757] lr: 1.000e-04, eta: 2:32:23, time: 1.117, data_time: 0.100, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9250, loss_cls: 0.8732, loss: 0.8732, grad_norm: 6.3888 2021-06-18 19:06:11,119 - mmaction - INFO - Epoch [49][220/3757] lr: 1.000e-04, eta: 2:31:58, time: 1.167, data_time: 0.105, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9250, loss_cls: 0.8732, loss: 0.8732, grad_norm: 6.2278 2021-06-18 19:06:33,939 - mmaction - INFO - Epoch [49][240/3757] lr: 1.000e-04, eta: 2:31:33, time: 1.142, data_time: 0.068, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9062, loss_cls: 0.9567, loss: 0.9567, grad_norm: 6.4589 2021-06-18 19:06:57,070 - mmaction - INFO - Epoch [49][260/3757] lr: 1.000e-04, eta: 2:31:08, time: 1.155, data_time: 0.003, memory: 7080, top1_acc: 0.7570, top5_acc: 0.8969, loss_cls: 1.0051, loss: 1.0051, grad_norm: 6.6559 2021-06-18 19:07:17,909 - mmaction - INFO - Epoch [49][280/3757] lr: 1.000e-04, eta: 2:30:43, time: 1.042, data_time: 0.006, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9156, loss_cls: 0.9102, loss: 0.9102, grad_norm: 6.5645 2021-06-18 19:07:41,065 - mmaction - INFO - Epoch [49][300/3757] lr: 1.000e-04, eta: 2:30:18, time: 1.158, data_time: 0.173, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9266, loss_cls: 0.9201, loss: 0.9201, grad_norm: 6.4702 2021-06-18 19:08:04,231 - mmaction - INFO - Epoch [49][320/3757] lr: 1.000e-04, eta: 2:29:53, time: 1.158, data_time: 0.312, memory: 7080, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.0827, loss: 1.0827, grad_norm: 6.9840 2021-06-18 19:08:27,780 - mmaction - INFO - Epoch [49][340/3757] lr: 1.000e-04, eta: 2:29:28, time: 1.177, data_time: 0.289, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9195, loss_cls: 0.9356, loss: 0.9356, grad_norm: 6.6580 2021-06-18 19:08:50,859 - mmaction - INFO - Epoch [49][360/3757] lr: 1.000e-04, eta: 2:29:03, time: 1.155, data_time: 0.106, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9164, loss_cls: 0.9631, loss: 0.9631, grad_norm: 6.8360 2021-06-18 19:09:13,654 - mmaction - INFO - Epoch [49][380/3757] lr: 1.000e-04, eta: 2:28:37, time: 1.139, data_time: 0.019, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9008, loss_cls: 0.9992, loss: 0.9992, grad_norm: 6.7634 2021-06-18 19:09:35,931 - mmaction - INFO - Epoch [49][400/3757] lr: 1.000e-04, eta: 2:28:12, time: 1.113, data_time: 0.003, memory: 7080, top1_acc: 0.7758, top5_acc: 0.9203, loss_cls: 0.9366, loss: 0.9366, grad_norm: 6.4459 2021-06-18 19:09:59,321 - mmaction - INFO - Epoch [49][420/3757] lr: 1.000e-04, eta: 2:27:47, time: 1.171, data_time: 0.059, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9258, loss_cls: 0.9515, loss: 0.9515, grad_norm: 6.6824 2021-06-18 19:10:22,889 - mmaction - INFO - Epoch [49][440/3757] lr: 1.000e-04, eta: 2:27:22, time: 1.177, data_time: 0.058, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9117, loss_cls: 0.9490, loss: 0.9490, grad_norm: 6.4366 2021-06-18 19:10:46,066 - mmaction - INFO - Epoch [49][460/3757] lr: 1.000e-04, eta: 2:26:57, time: 1.161, data_time: 0.004, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9180, loss_cls: 0.8902, loss: 0.8902, grad_norm: 6.2799 2021-06-18 19:11:09,279 - mmaction - INFO - Epoch [49][480/3757] lr: 1.000e-04, eta: 2:26:32, time: 1.161, data_time: 0.001, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9141, loss_cls: 0.9847, loss: 0.9847, grad_norm: 6.9214 2021-06-18 19:11:32,495 - mmaction - INFO - Epoch [49][500/3757] lr: 1.000e-04, eta: 2:26:07, time: 1.161, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9102, loss_cls: 0.9785, loss: 0.9785, grad_norm: 6.5213 2021-06-18 19:11:54,571 - mmaction - INFO - Epoch [49][520/3757] lr: 1.000e-04, eta: 2:25:42, time: 1.103, data_time: 0.021, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9148, loss_cls: 0.9594, loss: 0.9594, grad_norm: 6.6177 2021-06-18 19:12:18,454 - mmaction - INFO - Epoch [49][540/3757] lr: 1.000e-04, eta: 2:25:17, time: 1.196, data_time: 0.003, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9008, loss_cls: 0.9733, loss: 0.9733, grad_norm: 6.6636 2021-06-18 19:12:40,966 - mmaction - INFO - Epoch [49][560/3757] lr: 1.000e-04, eta: 2:24:52, time: 1.124, data_time: 0.018, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9273, loss_cls: 0.9011, loss: 0.9011, grad_norm: 6.5797 2021-06-18 19:13:04,597 - mmaction - INFO - Epoch [49][580/3757] lr: 1.000e-04, eta: 2:24:27, time: 1.183, data_time: 0.079, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9281, loss_cls: 0.8409, loss: 0.8409, grad_norm: 6.3339 2021-06-18 19:13:26,719 - mmaction - INFO - Epoch [49][600/3757] lr: 1.000e-04, eta: 2:24:02, time: 1.106, data_time: 0.217, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9148, loss_cls: 0.9520, loss: 0.9520, grad_norm: 6.6213 2021-06-18 19:13:50,230 - mmaction - INFO - Epoch [49][620/3757] lr: 1.000e-04, eta: 2:23:37, time: 1.175, data_time: 0.365, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9172, loss_cls: 0.9747, loss: 0.9747, grad_norm: 6.5312 2021-06-18 19:14:12,783 - mmaction - INFO - Epoch [49][640/3757] lr: 1.000e-04, eta: 2:23:11, time: 1.128, data_time: 0.393, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9203, loss_cls: 0.9589, loss: 0.9589, grad_norm: 6.8156 2021-06-18 19:14:34,382 - mmaction - INFO - Epoch [49][660/3757] lr: 1.000e-04, eta: 2:22:46, time: 1.075, data_time: 0.002, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9094, loss_cls: 1.0083, loss: 1.0083, grad_norm: 6.7055 2021-06-18 19:14:56,237 - mmaction - INFO - Epoch [49][680/3757] lr: 1.000e-04, eta: 2:22:21, time: 1.098, data_time: 0.053, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9266, loss_cls: 0.8996, loss: 0.8996, grad_norm: 6.5144 2021-06-18 19:15:18,511 - mmaction - INFO - Epoch [49][700/3757] lr: 1.000e-04, eta: 2:21:56, time: 1.112, data_time: 0.052, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9180, loss_cls: 0.9487, loss: 0.9487, grad_norm: 6.6261 2021-06-18 19:15:42,042 - mmaction - INFO - Epoch [49][720/3757] lr: 1.000e-04, eta: 2:21:31, time: 1.178, data_time: 0.132, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9141, loss_cls: 0.9658, loss: 0.9658, grad_norm: 6.7350 2021-06-18 19:16:03,505 - mmaction - INFO - Epoch [49][740/3757] lr: 1.000e-04, eta: 2:21:06, time: 1.073, data_time: 0.114, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9211, loss_cls: 0.9146, loss: 0.9146, grad_norm: 6.5410 2021-06-18 19:16:27,885 - mmaction - INFO - Epoch [49][760/3757] lr: 1.000e-04, eta: 2:20:41, time: 1.219, data_time: 0.099, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9141, loss_cls: 0.9525, loss: 0.9525, grad_norm: 6.7586 2021-06-18 19:16:51,229 - mmaction - INFO - Epoch [49][780/3757] lr: 1.000e-04, eta: 2:20:16, time: 1.167, data_time: 0.034, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9148, loss_cls: 1.0008, loss: 1.0008, grad_norm: 6.7331 2021-06-18 19:17:13,851 - mmaction - INFO - Epoch [49][800/3757] lr: 1.000e-04, eta: 2:19:51, time: 1.130, data_time: 0.001, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 0.9902, loss: 0.9902, grad_norm: 6.7377 2021-06-18 19:17:35,880 - mmaction - INFO - Epoch [49][820/3757] lr: 1.000e-04, eta: 2:19:26, time: 1.102, data_time: 0.010, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9148, loss_cls: 0.9725, loss: 0.9725, grad_norm: 6.7386 2021-06-18 19:17:57,207 - mmaction - INFO - Epoch [49][840/3757] lr: 1.000e-04, eta: 2:19:01, time: 1.065, data_time: 0.084, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9227, loss_cls: 0.9439, loss: 0.9439, grad_norm: 6.6778 2021-06-18 19:18:20,943 - mmaction - INFO - Epoch [49][860/3757] lr: 1.000e-04, eta: 2:18:36, time: 1.188, data_time: 0.086, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9297, loss_cls: 0.9205, loss: 0.9205, grad_norm: 6.6969 2021-06-18 19:18:43,836 - mmaction - INFO - Epoch [49][880/3757] lr: 1.000e-04, eta: 2:18:10, time: 1.140, data_time: 0.001, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9203, loss_cls: 0.9399, loss: 0.9399, grad_norm: 6.7290 2021-06-18 19:19:07,839 - mmaction - INFO - Epoch [49][900/3757] lr: 1.000e-04, eta: 2:17:45, time: 1.205, data_time: 0.034, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9211, loss_cls: 0.9029, loss: 0.9029, grad_norm: 6.4965 2021-06-18 19:19:29,926 - mmaction - INFO - Epoch [49][920/3757] lr: 1.000e-04, eta: 2:17:20, time: 1.104, data_time: 0.140, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9156, loss_cls: 0.9929, loss: 0.9929, grad_norm: 6.8787 2021-06-18 19:19:53,441 - mmaction - INFO - Epoch [49][940/3757] lr: 1.000e-04, eta: 2:16:55, time: 1.175, data_time: 0.073, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9242, loss_cls: 0.8919, loss: 0.8919, grad_norm: 6.4371 2021-06-18 19:20:14,841 - mmaction - INFO - Epoch [49][960/3757] lr: 1.000e-04, eta: 2:16:30, time: 1.070, data_time: 0.071, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9297, loss_cls: 0.8480, loss: 0.8480, grad_norm: 6.2424 2021-06-18 19:20:38,101 - mmaction - INFO - Epoch [49][980/3757] lr: 1.000e-04, eta: 2:16:05, time: 1.163, data_time: 0.174, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9187, loss_cls: 0.9348, loss: 0.9348, grad_norm: 6.6984 2021-06-18 19:21:01,300 - mmaction - INFO - Epoch [49][1000/3757] lr: 1.000e-04, eta: 2:15:40, time: 1.159, data_time: 0.066, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9289, loss_cls: 0.8976, loss: 0.8976, grad_norm: 6.5320 2021-06-18 19:21:24,607 - mmaction - INFO - Epoch [49][1020/3757] lr: 1.000e-04, eta: 2:15:15, time: 1.165, data_time: 0.171, memory: 7080, top1_acc: 0.7367, top5_acc: 0.8969, loss_cls: 1.0549, loss: 1.0549, grad_norm: 6.8347 2021-06-18 19:21:47,762 - mmaction - INFO - Epoch [49][1040/3757] lr: 1.000e-04, eta: 2:14:50, time: 1.159, data_time: 0.080, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9148, loss_cls: 1.0088, loss: 1.0088, grad_norm: 6.8997 2021-06-18 19:22:10,441 - mmaction - INFO - Epoch [49][1060/3757] lr: 1.000e-04, eta: 2:14:25, time: 1.132, data_time: 0.047, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9313, loss_cls: 0.8641, loss: 0.8641, grad_norm: 6.4343 2021-06-18 19:22:33,106 - mmaction - INFO - Epoch [49][1080/3757] lr: 1.000e-04, eta: 2:14:00, time: 1.135, data_time: 0.070, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9203, loss_cls: 0.9367, loss: 0.9367, grad_norm: 6.5521 2021-06-18 19:22:56,645 - mmaction - INFO - Epoch [49][1100/3757] lr: 1.000e-04, eta: 2:13:35, time: 1.176, data_time: 0.049, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9062, loss_cls: 0.9893, loss: 0.9893, grad_norm: 6.5674 2021-06-18 19:23:20,539 - mmaction - INFO - Epoch [49][1120/3757] lr: 1.000e-04, eta: 2:13:10, time: 1.193, data_time: 0.002, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9109, loss_cls: 0.9702, loss: 0.9702, grad_norm: 6.7109 2021-06-18 19:23:43,133 - mmaction - INFO - Epoch [49][1140/3757] lr: 1.000e-04, eta: 2:12:45, time: 1.132, data_time: 0.035, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9156, loss_cls: 0.9382, loss: 0.9382, grad_norm: 6.6039 2021-06-18 19:24:05,665 - mmaction - INFO - Epoch [49][1160/3757] lr: 1.000e-04, eta: 2:12:20, time: 1.127, data_time: 0.187, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9258, loss_cls: 0.9299, loss: 0.9299, grad_norm: 6.5892 2021-06-18 19:24:28,275 - mmaction - INFO - Epoch [49][1180/3757] lr: 1.000e-04, eta: 2:11:54, time: 1.130, data_time: 0.192, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9109, loss_cls: 0.9519, loss: 0.9519, grad_norm: 6.6319 2021-06-18 19:24:51,719 - mmaction - INFO - Epoch [49][1200/3757] lr: 1.000e-04, eta: 2:11:29, time: 1.172, data_time: 0.001, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 0.9722, loss: 0.9722, grad_norm: 6.7582 2021-06-18 19:25:14,105 - mmaction - INFO - Epoch [49][1220/3757] lr: 1.000e-04, eta: 2:11:04, time: 1.118, data_time: 0.030, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9109, loss_cls: 0.9421, loss: 0.9421, grad_norm: 6.6647 2021-06-18 19:25:35,825 - mmaction - INFO - Epoch [49][1240/3757] lr: 1.000e-04, eta: 2:10:39, time: 1.087, data_time: 0.030, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9086, loss_cls: 1.0119, loss: 1.0119, grad_norm: 6.7302 2021-06-18 19:25:59,239 - mmaction - INFO - Epoch [49][1260/3757] lr: 1.000e-04, eta: 2:10:14, time: 1.170, data_time: 0.179, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9195, loss_cls: 0.9721, loss: 0.9721, grad_norm: 6.6259 2021-06-18 19:26:21,082 - mmaction - INFO - Epoch [49][1280/3757] lr: 1.000e-04, eta: 2:09:49, time: 1.092, data_time: 0.126, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9023, loss_cls: 0.9677, loss: 0.9677, grad_norm: 6.8459 2021-06-18 19:26:44,279 - mmaction - INFO - Epoch [49][1300/3757] lr: 1.000e-04, eta: 2:09:24, time: 1.160, data_time: 0.154, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9203, loss_cls: 0.9438, loss: 0.9438, grad_norm: 6.8439 2021-06-18 19:27:05,947 - mmaction - INFO - Epoch [49][1320/3757] lr: 1.000e-04, eta: 2:08:59, time: 1.083, data_time: 0.022, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9125, loss_cls: 0.9409, loss: 0.9409, grad_norm: 6.7416 2021-06-18 19:27:28,569 - mmaction - INFO - Epoch [49][1340/3757] lr: 1.000e-04, eta: 2:08:34, time: 1.132, data_time: 0.123, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9109, loss_cls: 1.0223, loss: 1.0223, grad_norm: 6.9532 2021-06-18 19:27:51,219 - mmaction - INFO - Epoch [49][1360/3757] lr: 1.000e-04, eta: 2:08:09, time: 1.132, data_time: 0.270, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9195, loss_cls: 0.9808, loss: 0.9808, grad_norm: 6.8382 2021-06-18 19:28:14,587 - mmaction - INFO - Epoch [49][1380/3757] lr: 1.000e-04, eta: 2:07:44, time: 1.169, data_time: 0.006, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9195, loss_cls: 0.9246, loss: 0.9246, grad_norm: 6.3607 2021-06-18 19:28:37,570 - mmaction - INFO - Epoch [49][1400/3757] lr: 1.000e-04, eta: 2:07:19, time: 1.144, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9109, loss_cls: 0.9793, loss: 0.9793, grad_norm: 6.7200 2021-06-18 19:29:00,444 - mmaction - INFO - Epoch [49][1420/3757] lr: 1.000e-04, eta: 2:06:54, time: 1.149, data_time: 0.009, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9148, loss_cls: 0.9613, loss: 0.9613, grad_norm: 6.6129 2021-06-18 19:29:22,976 - mmaction - INFO - Epoch [49][1440/3757] lr: 1.000e-04, eta: 2:06:29, time: 1.126, data_time: 0.002, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9195, loss_cls: 0.9170, loss: 0.9170, grad_norm: 6.4858 2021-06-18 19:29:45,422 - mmaction - INFO - Epoch [49][1460/3757] lr: 1.000e-04, eta: 2:06:03, time: 1.123, data_time: 0.002, memory: 7080, top1_acc: 0.7500, top5_acc: 0.8984, loss_cls: 0.9977, loss: 0.9977, grad_norm: 6.5556 2021-06-18 19:30:07,351 - mmaction - INFO - Epoch [49][1480/3757] lr: 1.000e-04, eta: 2:05:38, time: 1.096, data_time: 0.001, memory: 7080, top1_acc: 0.7398, top5_acc: 0.9141, loss_cls: 0.9920, loss: 0.9920, grad_norm: 6.8550 2021-06-18 19:30:29,712 - mmaction - INFO - Epoch [49][1500/3757] lr: 1.000e-04, eta: 2:05:13, time: 1.118, data_time: 0.160, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9211, loss_cls: 0.9492, loss: 0.9492, grad_norm: 6.9562 2021-06-18 19:30:52,510 - mmaction - INFO - Epoch [49][1520/3757] lr: 1.000e-04, eta: 2:04:48, time: 1.135, data_time: 0.059, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9211, loss_cls: 0.9539, loss: 0.9539, grad_norm: 6.5565 2021-06-18 19:31:15,378 - mmaction - INFO - Epoch [49][1540/3757] lr: 1.000e-04, eta: 2:04:23, time: 1.148, data_time: 0.059, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9156, loss_cls: 0.9387, loss: 0.9387, grad_norm: 6.4648 2021-06-18 19:31:38,110 - mmaction - INFO - Epoch [49][1560/3757] lr: 1.000e-04, eta: 2:03:58, time: 1.136, data_time: 0.146, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9133, loss_cls: 0.9446, loss: 0.9446, grad_norm: 6.5723 2021-06-18 19:32:01,035 - mmaction - INFO - Epoch [49][1580/3757] lr: 1.000e-04, eta: 2:03:33, time: 1.147, data_time: 0.287, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9070, loss_cls: 0.9881, loss: 0.9881, grad_norm: 6.8199 2021-06-18 19:32:23,818 - mmaction - INFO - Epoch [49][1600/3757] lr: 1.000e-04, eta: 2:03:08, time: 1.132, data_time: 0.206, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9297, loss_cls: 0.8929, loss: 0.8929, grad_norm: 6.4091 2021-06-18 19:32:47,503 - mmaction - INFO - Epoch [49][1620/3757] lr: 1.000e-04, eta: 2:02:43, time: 1.192, data_time: 0.236, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9086, loss_cls: 1.0199, loss: 1.0199, grad_norm: 7.0454 2021-06-18 19:33:09,945 - mmaction - INFO - Epoch [49][1640/3757] lr: 1.000e-04, eta: 2:02:18, time: 1.122, data_time: 0.128, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9078, loss_cls: 0.9568, loss: 0.9568, grad_norm: 6.5525 2021-06-18 19:33:32,034 - mmaction - INFO - Epoch [49][1660/3757] lr: 1.000e-04, eta: 2:01:53, time: 1.103, data_time: 0.006, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9055, loss_cls: 1.0057, loss: 1.0057, grad_norm: 6.6834 2021-06-18 19:33:55,043 - mmaction - INFO - Epoch [49][1680/3757] lr: 1.000e-04, eta: 2:01:28, time: 1.151, data_time: 0.036, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9148, loss_cls: 0.9676, loss: 0.9676, grad_norm: 6.7185 2021-06-18 19:34:18,041 - mmaction - INFO - Epoch [49][1700/3757] lr: 1.000e-04, eta: 2:01:03, time: 1.150, data_time: 0.057, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9164, loss_cls: 0.9423, loss: 0.9423, grad_norm: 6.5104 2021-06-18 19:34:40,548 - mmaction - INFO - Epoch [49][1720/3757] lr: 1.000e-04, eta: 2:00:38, time: 1.122, data_time: 0.209, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9398, loss_cls: 0.8631, loss: 0.8631, grad_norm: 6.5291 2021-06-18 19:35:03,708 - mmaction - INFO - Epoch [49][1740/3757] lr: 1.000e-04, eta: 2:00:13, time: 1.162, data_time: 0.386, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9187, loss_cls: 0.9370, loss: 0.9370, grad_norm: 6.7022 2021-06-18 19:35:27,681 - mmaction - INFO - Epoch [49][1760/3757] lr: 1.000e-04, eta: 1:59:48, time: 1.198, data_time: 0.132, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9102, loss_cls: 0.9920, loss: 0.9920, grad_norm: 6.7384 2021-06-18 19:35:51,387 - mmaction - INFO - Epoch [49][1780/3757] lr: 1.000e-04, eta: 1:59:23, time: 1.179, data_time: 0.127, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9148, loss_cls: 0.9479, loss: 0.9479, grad_norm: 6.5871 2021-06-18 19:36:13,038 - mmaction - INFO - Epoch [49][1800/3757] lr: 1.000e-04, eta: 1:58:58, time: 1.089, data_time: 0.029, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9156, loss_cls: 0.9028, loss: 0.9028, grad_norm: 6.2465 2021-06-18 19:36:35,640 - mmaction - INFO - Epoch [49][1820/3757] lr: 1.000e-04, eta: 1:58:32, time: 1.131, data_time: 0.086, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9203, loss_cls: 0.8976, loss: 0.8976, grad_norm: 6.6008 2021-06-18 19:36:58,933 - mmaction - INFO - Epoch [49][1840/3757] lr: 1.000e-04, eta: 1:58:07, time: 1.165, data_time: 0.010, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9313, loss_cls: 0.8937, loss: 0.8937, grad_norm: 6.3458 2021-06-18 19:37:21,881 - mmaction - INFO - Epoch [49][1860/3757] lr: 1.000e-04, eta: 1:57:42, time: 1.146, data_time: 0.082, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9047, loss_cls: 1.0012, loss: 1.0012, grad_norm: 6.7158 2021-06-18 19:37:45,729 - mmaction - INFO - Epoch [49][1880/3757] lr: 1.000e-04, eta: 1:57:17, time: 1.194, data_time: 0.211, memory: 7080, top1_acc: 0.7812, top5_acc: 0.9234, loss_cls: 0.9031, loss: 0.9031, grad_norm: 6.6781 2021-06-18 19:38:07,372 - mmaction - INFO - Epoch [49][1900/3757] lr: 1.000e-04, eta: 1:56:52, time: 1.081, data_time: 0.115, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9055, loss_cls: 0.9721, loss: 0.9721, grad_norm: 6.6536 2021-06-18 19:38:29,507 - mmaction - INFO - Epoch [49][1920/3757] lr: 1.000e-04, eta: 1:56:27, time: 1.104, data_time: 0.276, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 1.0131, loss: 1.0131, grad_norm: 6.9178 2021-06-18 19:38:53,010 - mmaction - INFO - Epoch [49][1940/3757] lr: 1.000e-04, eta: 1:56:02, time: 1.178, data_time: 0.077, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9094, loss_cls: 0.9553, loss: 0.9553, grad_norm: 6.4666 2021-06-18 19:39:15,772 - mmaction - INFO - Epoch [49][1960/3757] lr: 1.000e-04, eta: 1:55:37, time: 1.137, data_time: 0.024, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9156, loss_cls: 1.0182, loss: 1.0182, grad_norm: 7.0177 2021-06-18 19:39:38,798 - mmaction - INFO - Epoch [49][1980/3757] lr: 1.000e-04, eta: 1:55:12, time: 1.152, data_time: 0.010, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9070, loss_cls: 1.0185, loss: 1.0185, grad_norm: 6.9385 2021-06-18 19:40:02,255 - mmaction - INFO - Epoch [49][2000/3757] lr: 1.000e-04, eta: 1:54:47, time: 1.174, data_time: 0.002, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9070, loss_cls: 1.0315, loss: 1.0315, grad_norm: 7.0589 2021-06-18 19:40:26,353 - mmaction - INFO - Epoch [49][2020/3757] lr: 1.000e-04, eta: 1:54:22, time: 1.203, data_time: 0.001, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9164, loss_cls: 0.9370, loss: 0.9370, grad_norm: 6.4958 2021-06-18 19:40:50,102 - mmaction - INFO - Epoch [49][2040/3757] lr: 1.000e-04, eta: 1:53:57, time: 1.181, data_time: 0.004, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9219, loss_cls: 0.9328, loss: 0.9328, grad_norm: 6.5947 2021-06-18 19:41:12,314 - mmaction - INFO - Epoch [49][2060/3757] lr: 1.000e-04, eta: 1:53:32, time: 1.118, data_time: 0.011, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9172, loss_cls: 0.9691, loss: 0.9691, grad_norm: 6.6083 2021-06-18 19:41:35,929 - mmaction - INFO - Epoch [49][2080/3757] lr: 1.000e-04, eta: 1:53:07, time: 1.180, data_time: 0.003, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9180, loss_cls: 0.9728, loss: 0.9728, grad_norm: 6.5055 2021-06-18 19:41:58,870 - mmaction - INFO - Epoch [49][2100/3757] lr: 1.000e-04, eta: 1:52:42, time: 1.149, data_time: 0.005, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9258, loss_cls: 0.8753, loss: 0.8753, grad_norm: 6.4108 2021-06-18 19:42:21,973 - mmaction - INFO - Epoch [49][2120/3757] lr: 1.000e-04, eta: 1:52:17, time: 1.152, data_time: 0.003, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9156, loss_cls: 0.8989, loss: 0.8989, grad_norm: 6.5351 2021-06-18 19:42:44,021 - mmaction - INFO - Epoch [49][2140/3757] lr: 1.000e-04, eta: 1:51:52, time: 1.105, data_time: 0.007, memory: 7080, top1_acc: 0.7789, top5_acc: 0.9195, loss_cls: 0.8730, loss: 0.8730, grad_norm: 6.3902 2021-06-18 19:43:06,420 - mmaction - INFO - Epoch [49][2160/3757] lr: 1.000e-04, eta: 1:51:27, time: 1.121, data_time: 0.002, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9141, loss_cls: 0.9342, loss: 0.9342, grad_norm: 6.6779 2021-06-18 19:43:29,108 - mmaction - INFO - Epoch [49][2180/3757] lr: 1.000e-04, eta: 1:51:02, time: 1.135, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9211, loss_cls: 0.9163, loss: 0.9163, grad_norm: 6.4998 2021-06-18 19:43:52,327 - mmaction - INFO - Epoch [49][2200/3757] lr: 1.000e-04, eta: 1:50:37, time: 1.160, data_time: 0.002, memory: 7080, top1_acc: 0.7352, top5_acc: 0.9117, loss_cls: 1.0490, loss: 1.0490, grad_norm: 6.8724 2021-06-18 19:44:14,140 - mmaction - INFO - Epoch [49][2220/3757] lr: 1.000e-04, eta: 1:50:12, time: 1.091, data_time: 0.004, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9086, loss_cls: 0.9351, loss: 0.9351, grad_norm: 6.4747 2021-06-18 19:44:37,775 - mmaction - INFO - Epoch [49][2240/3757] lr: 1.000e-04, eta: 1:49:47, time: 1.178, data_time: 0.002, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9125, loss_cls: 0.9353, loss: 0.9353, grad_norm: 6.4912 2021-06-18 19:45:01,257 - mmaction - INFO - Epoch [49][2260/3757] lr: 1.000e-04, eta: 1:49:22, time: 1.179, data_time: 0.006, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 0.9826, loss: 0.9826, grad_norm: 6.7188 2021-06-18 19:45:23,371 - mmaction - INFO - Epoch [49][2280/3757] lr: 1.000e-04, eta: 1:48:56, time: 1.105, data_time: 0.001, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9148, loss_cls: 0.9326, loss: 0.9326, grad_norm: 6.5736 2021-06-18 19:45:45,023 - mmaction - INFO - Epoch [49][2300/3757] lr: 1.000e-04, eta: 1:48:31, time: 1.082, data_time: 0.011, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9055, loss_cls: 0.9703, loss: 0.9703, grad_norm: 6.5243 2021-06-18 19:46:08,189 - mmaction - INFO - Epoch [49][2320/3757] lr: 1.000e-04, eta: 1:48:06, time: 1.160, data_time: 0.023, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9156, loss_cls: 0.9680, loss: 0.9680, grad_norm: 6.7083 2021-06-18 19:46:31,875 - mmaction - INFO - Epoch [49][2340/3757] lr: 1.000e-04, eta: 1:47:41, time: 1.184, data_time: 0.024, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9141, loss_cls: 0.9726, loss: 0.9726, grad_norm: 6.7276 2021-06-18 19:46:54,116 - mmaction - INFO - Epoch [49][2360/3757] lr: 1.000e-04, eta: 1:47:16, time: 1.111, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9133, loss_cls: 0.9272, loss: 0.9272, grad_norm: 6.3787 2021-06-18 19:47:16,167 - mmaction - INFO - Epoch [49][2380/3757] lr: 1.000e-04, eta: 1:46:51, time: 1.101, data_time: 0.042, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9078, loss_cls: 0.9786, loss: 0.9786, grad_norm: 6.7283 2021-06-18 19:47:40,532 - mmaction - INFO - Epoch [49][2400/3757] lr: 1.000e-04, eta: 1:46:26, time: 1.221, data_time: 0.093, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9164, loss_cls: 0.9599, loss: 0.9599, grad_norm: 6.9727 2021-06-18 19:48:00,861 - mmaction - INFO - Epoch [49][2420/3757] lr: 1.000e-04, eta: 1:46:01, time: 1.014, data_time: 0.009, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9109, loss_cls: 0.9630, loss: 0.9630, grad_norm: 6.6970 2021-06-18 19:48:24,353 - mmaction - INFO - Epoch [49][2440/3757] lr: 1.000e-04, eta: 1:45:36, time: 1.177, data_time: 0.155, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9180, loss_cls: 0.9391, loss: 0.9391, grad_norm: 6.5413 2021-06-18 19:48:48,261 - mmaction - INFO - Epoch [49][2460/3757] lr: 1.000e-04, eta: 1:45:11, time: 1.195, data_time: 0.093, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9094, loss_cls: 1.0104, loss: 1.0104, grad_norm: 6.9581 2021-06-18 19:49:11,945 - mmaction - INFO - Epoch [49][2480/3757] lr: 1.000e-04, eta: 1:44:46, time: 1.180, data_time: 0.002, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9078, loss_cls: 1.0158, loss: 1.0158, grad_norm: 6.7057 2021-06-18 19:49:33,794 - mmaction - INFO - Epoch [49][2500/3757] lr: 1.000e-04, eta: 1:44:21, time: 1.097, data_time: 0.143, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 0.9934, loss: 0.9934, grad_norm: 6.8748 2021-06-18 19:49:57,086 - mmaction - INFO - Epoch [49][2520/3757] lr: 1.000e-04, eta: 1:43:56, time: 1.165, data_time: 0.115, memory: 7080, top1_acc: 0.7852, top5_acc: 0.9328, loss_cls: 0.8292, loss: 0.8292, grad_norm: 6.1126 2021-06-18 19:50:18,815 - mmaction - INFO - Epoch [49][2540/3757] lr: 1.000e-04, eta: 1:43:31, time: 1.087, data_time: 0.094, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9070, loss_cls: 0.9273, loss: 0.9273, grad_norm: 6.6625 2021-06-18 19:50:40,569 - mmaction - INFO - Epoch [49][2560/3757] lr: 1.000e-04, eta: 1:43:06, time: 1.088, data_time: 0.306, memory: 7080, top1_acc: 0.7281, top5_acc: 0.9094, loss_cls: 1.0127, loss: 1.0127, grad_norm: 6.9705 2021-06-18 19:51:04,538 - mmaction - INFO - Epoch [49][2580/3757] lr: 1.000e-04, eta: 1:42:41, time: 1.198, data_time: 0.356, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9148, loss_cls: 0.9415, loss: 0.9415, grad_norm: 6.4565 2021-06-18 19:51:27,402 - mmaction - INFO - Epoch [49][2600/3757] lr: 1.000e-04, eta: 1:42:16, time: 1.142, data_time: 0.072, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9250, loss_cls: 0.9223, loss: 0.9223, grad_norm: 6.5265 2021-06-18 19:51:51,472 - mmaction - INFO - Epoch [49][2620/3757] lr: 1.000e-04, eta: 1:41:51, time: 1.203, data_time: 0.100, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9180, loss_cls: 0.9367, loss: 0.9367, grad_norm: 6.8078 2021-06-18 19:52:13,573 - mmaction - INFO - Epoch [49][2640/3757] lr: 1.000e-04, eta: 1:41:26, time: 1.106, data_time: 0.016, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9102, loss_cls: 0.9400, loss: 0.9400, grad_norm: 6.6151 2021-06-18 19:52:35,677 - mmaction - INFO - Epoch [49][2660/3757] lr: 1.000e-04, eta: 1:41:01, time: 1.105, data_time: 0.008, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9203, loss_cls: 0.9399, loss: 0.9399, grad_norm: 6.7283 2021-06-18 19:53:00,169 - mmaction - INFO - Epoch [49][2680/3757] lr: 1.000e-04, eta: 1:40:36, time: 1.225, data_time: 0.127, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9133, loss_cls: 0.9138, loss: 0.9138, grad_norm: 6.4973 2021-06-18 19:53:23,722 - mmaction - INFO - Epoch [49][2700/3757] lr: 1.000e-04, eta: 1:40:11, time: 1.178, data_time: 0.033, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9125, loss_cls: 0.9316, loss: 0.9316, grad_norm: 6.5698 2021-06-18 19:53:46,031 - mmaction - INFO - Epoch [49][2720/3757] lr: 1.000e-04, eta: 1:39:46, time: 1.114, data_time: 0.122, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9133, loss_cls: 0.9354, loss: 0.9354, grad_norm: 6.5871 2021-06-18 19:54:08,821 - mmaction - INFO - Epoch [49][2740/3757] lr: 1.000e-04, eta: 1:39:21, time: 1.139, data_time: 0.215, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9117, loss_cls: 0.9595, loss: 0.9595, grad_norm: 6.6296 2021-06-18 19:54:32,528 - mmaction - INFO - Epoch [49][2760/3757] lr: 1.000e-04, eta: 1:38:56, time: 1.186, data_time: 0.019, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9164, loss_cls: 0.9804, loss: 0.9804, grad_norm: 6.6232 2021-06-18 19:54:55,424 - mmaction - INFO - Epoch [49][2780/3757] lr: 1.000e-04, eta: 1:38:31, time: 1.144, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9070, loss_cls: 0.9538, loss: 0.9538, grad_norm: 6.5876 2021-06-18 19:55:17,727 - mmaction - INFO - Epoch [49][2800/3757] lr: 1.000e-04, eta: 1:38:06, time: 1.117, data_time: 0.003, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9266, loss_cls: 0.8780, loss: 0.8780, grad_norm: 6.6814 2021-06-18 19:55:40,835 - mmaction - INFO - Epoch [49][2820/3757] lr: 1.000e-04, eta: 1:37:41, time: 1.155, data_time: 0.004, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9062, loss_cls: 0.9936, loss: 0.9936, grad_norm: 6.6758 2021-06-18 19:56:02,744 - mmaction - INFO - Epoch [49][2840/3757] lr: 1.000e-04, eta: 1:37:16, time: 1.096, data_time: 0.051, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9164, loss_cls: 0.9676, loss: 0.9676, grad_norm: 6.7352 2021-06-18 19:56:27,336 - mmaction - INFO - Epoch [49][2860/3757] lr: 1.000e-04, eta: 1:36:51, time: 1.229, data_time: 0.151, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9070, loss_cls: 0.9949, loss: 0.9949, grad_norm: 6.7067 2021-06-18 19:56:51,385 - mmaction - INFO - Epoch [49][2880/3757] lr: 1.000e-04, eta: 1:36:26, time: 1.203, data_time: 0.011, memory: 7080, top1_acc: 0.7477, top5_acc: 0.8984, loss_cls: 1.0017, loss: 1.0017, grad_norm: 6.7701 2021-06-18 19:57:13,749 - mmaction - INFO - Epoch [49][2900/3757] lr: 1.000e-04, eta: 1:36:01, time: 1.117, data_time: 0.003, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9242, loss_cls: 0.9189, loss: 0.9189, grad_norm: 6.8121 2021-06-18 19:57:34,721 - mmaction - INFO - Epoch [49][2920/3757] lr: 1.000e-04, eta: 1:35:35, time: 1.043, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9094, loss_cls: 0.9701, loss: 0.9701, grad_norm: 6.7708 2021-06-18 19:57:57,003 - mmaction - INFO - Epoch [49][2940/3757] lr: 1.000e-04, eta: 1:35:10, time: 1.115, data_time: 0.044, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9070, loss_cls: 0.9937, loss: 0.9937, grad_norm: 6.8382 2021-06-18 19:58:20,947 - mmaction - INFO - Epoch [49][2960/3757] lr: 1.000e-04, eta: 1:34:45, time: 1.202, data_time: 0.235, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9234, loss_cls: 0.9409, loss: 0.9409, grad_norm: 6.6935 2021-06-18 19:58:43,709 - mmaction - INFO - Epoch [49][2980/3757] lr: 1.000e-04, eta: 1:34:20, time: 1.137, data_time: 0.150, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9109, loss_cls: 0.9967, loss: 0.9967, grad_norm: 6.9408 2021-06-18 19:59:06,099 - mmaction - INFO - Epoch [49][3000/3757] lr: 1.000e-04, eta: 1:33:55, time: 1.119, data_time: 0.118, memory: 7080, top1_acc: 0.7344, top5_acc: 0.8930, loss_cls: 1.0154, loss: 1.0154, grad_norm: 6.6821 2021-06-18 19:59:29,993 - mmaction - INFO - Epoch [49][3020/3757] lr: 1.000e-04, eta: 1:33:30, time: 1.196, data_time: 0.003, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9094, loss_cls: 0.9957, loss: 0.9957, grad_norm: 6.5785 2021-06-18 19:59:53,573 - mmaction - INFO - Epoch [49][3040/3757] lr: 1.000e-04, eta: 1:33:05, time: 1.179, data_time: 0.002, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9164, loss_cls: 0.9459, loss: 0.9459, grad_norm: 6.5903 2021-06-18 20:00:15,549 - mmaction - INFO - Epoch [49][3060/3757] lr: 1.000e-04, eta: 1:32:40, time: 1.099, data_time: 0.045, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9070, loss_cls: 0.9601, loss: 0.9601, grad_norm: 6.6984 2021-06-18 20:00:38,751 - mmaction - INFO - Epoch [49][3080/3757] lr: 1.000e-04, eta: 1:32:15, time: 1.159, data_time: 0.184, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9117, loss_cls: 0.9735, loss: 0.9735, grad_norm: 6.6629 2021-06-18 20:01:02,523 - mmaction - INFO - Epoch [49][3100/3757] lr: 1.000e-04, eta: 1:31:50, time: 1.190, data_time: 0.109, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9281, loss_cls: 0.8995, loss: 0.8995, grad_norm: 6.3484 2021-06-18 20:01:25,538 - mmaction - INFO - Epoch [49][3120/3757] lr: 1.000e-04, eta: 1:31:25, time: 1.151, data_time: 0.009, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9305, loss_cls: 0.9174, loss: 0.9174, grad_norm: 6.8489 2021-06-18 20:01:47,717 - mmaction - INFO - Epoch [49][3140/3757] lr: 1.000e-04, eta: 1:31:00, time: 1.108, data_time: 0.001, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9266, loss_cls: 0.8867, loss: 0.8867, grad_norm: 6.4457 2021-06-18 20:02:11,016 - mmaction - INFO - Epoch [49][3160/3757] lr: 1.000e-04, eta: 1:30:35, time: 1.165, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9078, loss_cls: 0.9742, loss: 0.9742, grad_norm: 6.7397 2021-06-18 20:02:33,086 - mmaction - INFO - Epoch [49][3180/3757] lr: 1.000e-04, eta: 1:30:10, time: 1.103, data_time: 0.002, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9172, loss_cls: 0.9688, loss: 0.9688, grad_norm: 6.9117 2021-06-18 20:02:56,220 - mmaction - INFO - Epoch [49][3200/3757] lr: 1.000e-04, eta: 1:29:45, time: 1.156, data_time: 0.002, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9070, loss_cls: 0.9598, loss: 0.9598, grad_norm: 6.5279 2021-06-18 20:03:19,388 - mmaction - INFO - Epoch [49][3220/3757] lr: 1.000e-04, eta: 1:29:20, time: 1.160, data_time: 0.003, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9109, loss_cls: 0.9437, loss: 0.9437, grad_norm: 6.5754 2021-06-18 20:03:42,293 - mmaction - INFO - Epoch [49][3240/3757] lr: 1.000e-04, eta: 1:28:55, time: 1.142, data_time: 0.090, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9219, loss_cls: 0.9462, loss: 0.9462, grad_norm: 6.5996 2021-06-18 20:04:05,998 - mmaction - INFO - Epoch [49][3260/3757] lr: 1.000e-04, eta: 1:28:30, time: 1.188, data_time: 0.115, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9078, loss_cls: 0.9771, loss: 0.9771, grad_norm: 6.7518 2021-06-18 20:04:28,489 - mmaction - INFO - Epoch [49][3280/3757] lr: 1.000e-04, eta: 1:28:05, time: 1.124, data_time: 0.212, memory: 7080, top1_acc: 0.7508, top5_acc: 0.9148, loss_cls: 0.9374, loss: 0.9374, grad_norm: 6.5539 2021-06-18 20:04:50,879 - mmaction - INFO - Epoch [49][3300/3757] lr: 1.000e-04, eta: 1:27:40, time: 1.121, data_time: 0.004, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9133, loss_cls: 0.9209, loss: 0.9209, grad_norm: 6.6226 2021-06-18 20:05:12,940 - mmaction - INFO - Epoch [49][3320/3757] lr: 1.000e-04, eta: 1:27:15, time: 1.102, data_time: 0.032, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9141, loss_cls: 0.9718, loss: 0.9718, grad_norm: 6.8121 2021-06-18 20:05:35,419 - mmaction - INFO - Epoch [49][3340/3757] lr: 1.000e-04, eta: 1:26:50, time: 1.125, data_time: 0.134, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9289, loss_cls: 0.8694, loss: 0.8694, grad_norm: 6.6372 2021-06-18 20:05:58,035 - mmaction - INFO - Epoch [49][3360/3757] lr: 1.000e-04, eta: 1:26:25, time: 1.131, data_time: 0.026, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9000, loss_cls: 0.9840, loss: 0.9840, grad_norm: 6.7522 2021-06-18 20:06:21,664 - mmaction - INFO - Epoch [49][3380/3757] lr: 1.000e-04, eta: 1:26:00, time: 1.181, data_time: 0.001, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9227, loss_cls: 0.8895, loss: 0.8895, grad_norm: 6.1475 2021-06-18 20:06:43,920 - mmaction - INFO - Epoch [49][3400/3757] lr: 1.000e-04, eta: 1:25:35, time: 1.109, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9305, loss_cls: 0.8660, loss: 0.8660, grad_norm: 6.5132 2021-06-18 20:07:05,625 - mmaction - INFO - Epoch [49][3420/3757] lr: 1.000e-04, eta: 1:25:10, time: 1.088, data_time: 0.028, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9227, loss_cls: 0.9674, loss: 0.9674, grad_norm: 6.9321 2021-06-18 20:07:29,468 - mmaction - INFO - Epoch [49][3440/3757] lr: 1.000e-04, eta: 1:24:45, time: 1.191, data_time: 0.093, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9172, loss_cls: 0.9405, loss: 0.9405, grad_norm: 6.8294 2021-06-18 20:07:52,404 - mmaction - INFO - Epoch [49][3460/3757] lr: 1.000e-04, eta: 1:24:20, time: 1.147, data_time: 0.045, memory: 7080, top1_acc: 0.7375, top5_acc: 0.9109, loss_cls: 1.0071, loss: 1.0071, grad_norm: 6.9359 2021-06-18 20:08:15,404 - mmaction - INFO - Epoch [49][3480/3757] lr: 1.000e-04, eta: 1:23:55, time: 1.151, data_time: 0.039, memory: 7080, top1_acc: 0.7703, top5_acc: 0.9117, loss_cls: 0.9480, loss: 0.9480, grad_norm: 6.6444 2021-06-18 20:08:37,744 - mmaction - INFO - Epoch [49][3500/3757] lr: 1.000e-04, eta: 1:23:30, time: 1.118, data_time: 0.199, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9187, loss_cls: 0.9576, loss: 0.9576, grad_norm: 6.7762 2021-06-18 20:09:01,393 - mmaction - INFO - Epoch [49][3520/3757] lr: 1.000e-04, eta: 1:23:05, time: 1.180, data_time: 0.353, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9172, loss_cls: 0.9356, loss: 0.9356, grad_norm: 6.6292 2021-06-18 20:09:24,142 - mmaction - INFO - Epoch [49][3540/3757] lr: 1.000e-04, eta: 1:22:40, time: 1.140, data_time: 0.100, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9148, loss_cls: 0.9154, loss: 0.9154, grad_norm: 6.2975 2021-06-18 20:09:47,957 - mmaction - INFO - Epoch [49][3560/3757] lr: 1.000e-04, eta: 1:22:15, time: 1.191, data_time: 0.198, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9187, loss_cls: 0.9545, loss: 0.9545, grad_norm: 6.9296 2021-06-18 20:10:11,263 - mmaction - INFO - Epoch [49][3580/3757] lr: 1.000e-04, eta: 1:21:50, time: 1.165, data_time: 0.040, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 0.9717, loss: 0.9717, grad_norm: 6.6281 2021-06-18 20:10:32,710 - mmaction - INFO - Epoch [49][3600/3757] lr: 1.000e-04, eta: 1:21:25, time: 1.072, data_time: 0.107, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9227, loss_cls: 0.9561, loss: 0.9561, grad_norm: 6.8896 2021-06-18 20:10:55,556 - mmaction - INFO - Epoch [49][3620/3757] lr: 1.000e-04, eta: 1:21:00, time: 1.139, data_time: 0.097, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9102, loss_cls: 0.9620, loss: 0.9620, grad_norm: 6.6659 2021-06-18 20:11:18,218 - mmaction - INFO - Epoch [49][3640/3757] lr: 1.000e-04, eta: 1:20:35, time: 1.133, data_time: 0.005, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9133, loss_cls: 0.9318, loss: 0.9318, grad_norm: 6.6935 2021-06-18 20:11:40,550 - mmaction - INFO - Epoch [49][3660/3757] lr: 1.000e-04, eta: 1:20:10, time: 1.120, data_time: 0.014, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9070, loss_cls: 1.0143, loss: 1.0143, grad_norm: 7.0161 2021-06-18 20:12:04,649 - mmaction - INFO - Epoch [49][3680/3757] lr: 1.000e-04, eta: 1:19:45, time: 1.205, data_time: 0.001, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9148, loss_cls: 0.9663, loss: 0.9663, grad_norm: 6.7160 2021-06-18 20:12:27,201 - mmaction - INFO - Epoch [49][3700/3757] lr: 1.000e-04, eta: 1:19:20, time: 1.126, data_time: 0.004, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9203, loss_cls: 0.9238, loss: 0.9238, grad_norm: 6.7312 2021-06-18 20:12:49,656 - mmaction - INFO - Epoch [49][3720/3757] lr: 1.000e-04, eta: 1:18:55, time: 1.124, data_time: 0.078, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9148, loss_cls: 0.9329, loss: 0.9329, grad_norm: 6.5630 2021-06-18 20:13:11,982 - mmaction - INFO - Epoch [49][3740/3757] lr: 1.000e-04, eta: 1:18:30, time: 1.115, data_time: 0.029, memory: 7080, top1_acc: 0.7430, top5_acc: 0.8984, loss_cls: 1.0198, loss: 1.0198, grad_norm: 7.0059 2021-06-18 20:13:34,072 - mmaction - INFO - Saving checkpoint at 49 epochs 2021-06-18 20:25:56,892 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 20:25:57,920 - mmaction - INFO - top1_acc 0.7061 top5_acc 0.8994 2021-06-18 20:25:57,920 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 20:25:58,005 - mmaction - INFO - mean_acc 0.7060 2021-06-18 20:25:58,013 - mmaction - INFO - Epoch(val) [49][3757] top1_acc: 0.7061, top5_acc: 0.8994, mean_class_accuracy: 0.7060 2021-06-18 20:33:40,956 - mmaction - INFO - Epoch [50][20/3757] lr: 1.000e-04, eta: 1:17:52, time: 23.144, data_time: 22.142, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9156, loss_cls: 0.9263, loss: 0.9263, grad_norm: 6.6126 2021-06-18 20:34:03,940 - mmaction - INFO - Epoch [50][40/3757] lr: 1.000e-04, eta: 1:17:27, time: 1.151, data_time: 0.328, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9125, loss_cls: 1.0146, loss: 1.0146, grad_norm: 6.9919 2021-06-18 20:34:26,147 - mmaction - INFO - Epoch [50][60/3757] lr: 1.000e-04, eta: 1:17:02, time: 1.111, data_time: 0.194, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9180, loss_cls: 0.8953, loss: 0.8953, grad_norm: 6.3474 2021-06-18 20:34:49,334 - mmaction - INFO - Epoch [50][80/3757] lr: 1.000e-04, eta: 1:16:37, time: 1.158, data_time: 0.186, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9250, loss_cls: 0.9005, loss: 0.9005, grad_norm: 6.8018 2021-06-18 20:35:11,293 - mmaction - INFO - Epoch [50][100/3757] lr: 1.000e-04, eta: 1:16:12, time: 1.098, data_time: 0.180, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9070, loss_cls: 0.9533, loss: 0.9533, grad_norm: 6.5466 2021-06-18 20:35:34,223 - mmaction - INFO - Epoch [50][120/3757] lr: 1.000e-04, eta: 1:15:47, time: 1.147, data_time: 0.369, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9219, loss_cls: 0.9296, loss: 0.9296, grad_norm: 6.6252 2021-06-18 20:35:57,482 - mmaction - INFO - Epoch [50][140/3757] lr: 1.000e-04, eta: 1:15:22, time: 1.163, data_time: 0.212, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9102, loss_cls: 1.0024, loss: 1.0024, grad_norm: 6.6683 2021-06-18 20:36:20,173 - mmaction - INFO - Epoch [50][160/3757] lr: 1.000e-04, eta: 1:14:57, time: 1.133, data_time: 0.002, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9047, loss_cls: 1.0389, loss: 1.0389, grad_norm: 7.0020 2021-06-18 20:36:43,245 - mmaction - INFO - Epoch [50][180/3757] lr: 1.000e-04, eta: 1:14:32, time: 1.157, data_time: 0.018, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9141, loss_cls: 0.9655, loss: 0.9655, grad_norm: 6.8725 2021-06-18 20:37:05,654 - mmaction - INFO - Epoch [50][200/3757] lr: 1.000e-04, eta: 1:14:07, time: 1.120, data_time: 0.001, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9187, loss_cls: 0.9410, loss: 0.9410, grad_norm: 6.7602 2021-06-18 20:37:28,757 - mmaction - INFO - Epoch [50][220/3757] lr: 1.000e-04, eta: 1:13:42, time: 1.155, data_time: 0.004, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9273, loss_cls: 0.8795, loss: 0.8795, grad_norm: 6.4444 2021-06-18 20:37:52,224 - mmaction - INFO - Epoch [50][240/3757] lr: 1.000e-04, eta: 1:13:17, time: 1.170, data_time: 0.002, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9094, loss_cls: 0.9778, loss: 0.9778, grad_norm: 6.7611 2021-06-18 20:38:15,939 - mmaction - INFO - Epoch [50][260/3757] lr: 1.000e-04, eta: 1:12:52, time: 1.189, data_time: 0.004, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9117, loss_cls: 0.9682, loss: 0.9682, grad_norm: 6.8387 2021-06-18 20:38:36,661 - mmaction - INFO - Epoch [50][280/3757] lr: 1.000e-04, eta: 1:12:26, time: 1.036, data_time: 0.003, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9125, loss_cls: 0.9462, loss: 0.9462, grad_norm: 6.5589 2021-06-18 20:38:58,865 - mmaction - INFO - Epoch [50][300/3757] lr: 1.000e-04, eta: 1:12:01, time: 1.110, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9297, loss_cls: 0.8828, loss: 0.8828, grad_norm: 6.5453 2021-06-18 20:39:21,597 - mmaction - INFO - Epoch [50][320/3757] lr: 1.000e-04, eta: 1:11:36, time: 1.137, data_time: 0.003, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9008, loss_cls: 1.0151, loss: 1.0151, grad_norm: 6.7621 2021-06-18 20:39:45,226 - mmaction - INFO - Epoch [50][340/3757] lr: 1.000e-04, eta: 1:11:11, time: 1.181, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9062, loss_cls: 0.9676, loss: 0.9676, grad_norm: 6.5024 2021-06-18 20:40:08,614 - mmaction - INFO - Epoch [50][360/3757] lr: 1.000e-04, eta: 1:10:46, time: 1.169, data_time: 0.001, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.9123, loss: 0.9123, grad_norm: 6.5949 2021-06-18 20:40:31,000 - mmaction - INFO - Epoch [50][380/3757] lr: 1.000e-04, eta: 1:10:21, time: 1.120, data_time: 0.056, memory: 7080, top1_acc: 0.7445, top5_acc: 0.9195, loss_cls: 0.9512, loss: 0.9512, grad_norm: 6.6289 2021-06-18 20:40:54,407 - mmaction - INFO - Epoch [50][400/3757] lr: 1.000e-04, eta: 1:09:56, time: 1.169, data_time: 0.046, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9211, loss_cls: 0.9670, loss: 0.9670, grad_norm: 6.8818 2021-06-18 20:41:18,096 - mmaction - INFO - Epoch [50][420/3757] lr: 1.000e-04, eta: 1:09:31, time: 1.185, data_time: 0.006, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9148, loss_cls: 0.9765, loss: 0.9765, grad_norm: 6.8278 2021-06-18 20:41:40,908 - mmaction - INFO - Epoch [50][440/3757] lr: 1.000e-04, eta: 1:09:06, time: 1.141, data_time: 0.002, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9109, loss_cls: 0.9799, loss: 0.9799, grad_norm: 6.6770 2021-06-18 20:42:04,223 - mmaction - INFO - Epoch [50][460/3757] lr: 1.000e-04, eta: 1:08:41, time: 1.163, data_time: 0.002, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9094, loss_cls: 1.0225, loss: 1.0225, grad_norm: 6.9261 2021-06-18 20:42:26,977 - mmaction - INFO - Epoch [50][480/3757] lr: 1.000e-04, eta: 1:08:16, time: 1.140, data_time: 0.004, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9039, loss_cls: 0.9896, loss: 0.9896, grad_norm: 6.7532 2021-06-18 20:42:49,938 - mmaction - INFO - Epoch [50][500/3757] lr: 1.000e-04, eta: 1:07:51, time: 1.145, data_time: 0.003, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9164, loss_cls: 0.9519, loss: 0.9519, grad_norm: 6.6300 2021-06-18 20:43:13,341 - mmaction - INFO - Epoch [50][520/3757] lr: 1.000e-04, eta: 1:07:26, time: 1.174, data_time: 0.006, memory: 7080, top1_acc: 0.7359, top5_acc: 0.9008, loss_cls: 1.0073, loss: 1.0073, grad_norm: 6.8759 2021-06-18 20:43:35,602 - mmaction - INFO - Epoch [50][540/3757] lr: 1.000e-04, eta: 1:07:01, time: 1.113, data_time: 0.064, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9039, loss_cls: 1.0160, loss: 1.0160, grad_norm: 6.8846 2021-06-18 20:43:57,934 - mmaction - INFO - Epoch [50][560/3757] lr: 1.000e-04, eta: 1:06:36, time: 1.117, data_time: 0.042, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9967, loss: 0.9967, grad_norm: 6.8074 2021-06-18 20:44:20,364 - mmaction - INFO - Epoch [50][580/3757] lr: 1.000e-04, eta: 1:06:11, time: 1.122, data_time: 0.249, memory: 7080, top1_acc: 0.7797, top5_acc: 0.9234, loss_cls: 0.9201, loss: 0.9201, grad_norm: 6.7117 2021-06-18 20:44:43,160 - mmaction - INFO - Epoch [50][600/3757] lr: 1.000e-04, eta: 1:05:46, time: 1.139, data_time: 0.254, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9055, loss_cls: 0.9807, loss: 0.9807, grad_norm: 6.6825 2021-06-18 20:45:06,192 - mmaction - INFO - Epoch [50][620/3757] lr: 1.000e-04, eta: 1:05:21, time: 1.151, data_time: 0.239, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9133, loss_cls: 0.9736, loss: 0.9736, grad_norm: 6.6576 2021-06-18 20:45:29,011 - mmaction - INFO - Epoch [50][640/3757] lr: 1.000e-04, eta: 1:04:56, time: 1.141, data_time: 0.079, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9211, loss_cls: 0.9203, loss: 0.9203, grad_norm: 6.5456 2021-06-18 20:45:52,619 - mmaction - INFO - Epoch [50][660/3757] lr: 1.000e-04, eta: 1:04:31, time: 1.181, data_time: 0.090, memory: 7080, top1_acc: 0.7805, top5_acc: 0.9242, loss_cls: 0.8931, loss: 0.8931, grad_norm: 6.5388 2021-06-18 20:46:14,412 - mmaction - INFO - Epoch [50][680/3757] lr: 1.000e-04, eta: 1:04:06, time: 1.090, data_time: 0.331, memory: 7080, top1_acc: 0.7648, top5_acc: 0.9250, loss_cls: 0.9104, loss: 0.9104, grad_norm: 6.7732 2021-06-18 20:46:37,754 - mmaction - INFO - Epoch [50][700/3757] lr: 1.000e-04, eta: 1:03:41, time: 1.167, data_time: 0.229, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.9329, loss: 0.9329, grad_norm: 6.5656 2021-06-18 20:47:01,657 - mmaction - INFO - Epoch [50][720/3757] lr: 1.000e-04, eta: 1:03:16, time: 1.195, data_time: 0.111, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9164, loss_cls: 0.9466, loss: 0.9466, grad_norm: 6.5160 2021-06-18 20:47:25,150 - mmaction - INFO - Epoch [50][740/3757] lr: 1.000e-04, eta: 1:02:51, time: 1.172, data_time: 0.111, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9195, loss_cls: 0.9550, loss: 0.9550, grad_norm: 6.8697 2021-06-18 20:47:46,320 - mmaction - INFO - Epoch [50][760/3757] lr: 1.000e-04, eta: 1:02:26, time: 1.060, data_time: 0.127, memory: 7080, top1_acc: 0.7422, top5_acc: 0.9156, loss_cls: 0.9904, loss: 0.9904, grad_norm: 6.7823 2021-06-18 20:48:09,599 - mmaction - INFO - Epoch [50][780/3757] lr: 1.000e-04, eta: 1:02:01, time: 1.165, data_time: 0.155, memory: 7080, top1_acc: 0.7836, top5_acc: 0.9234, loss_cls: 0.8513, loss: 0.8513, grad_norm: 6.2913 2021-06-18 20:48:32,680 - mmaction - INFO - Epoch [50][800/3757] lr: 1.000e-04, eta: 1:01:35, time: 1.152, data_time: 0.340, memory: 7080, top1_acc: 0.7562, top5_acc: 0.9109, loss_cls: 0.9323, loss: 0.9323, grad_norm: 6.7132 2021-06-18 20:48:56,136 - mmaction - INFO - Epoch [50][820/3757] lr: 1.000e-04, eta: 1:01:10, time: 1.174, data_time: 0.028, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9062, loss_cls: 1.0050, loss: 1.0050, grad_norm: 6.8578 2021-06-18 20:49:18,373 - mmaction - INFO - Epoch [50][840/3757] lr: 1.000e-04, eta: 1:00:45, time: 1.113, data_time: 0.017, memory: 7080, top1_acc: 0.7312, top5_acc: 0.8836, loss_cls: 1.0650, loss: 1.0650, grad_norm: 6.8555 2021-06-18 20:49:41,925 - mmaction - INFO - Epoch [50][860/3757] lr: 1.000e-04, eta: 1:00:20, time: 1.176, data_time: 0.179, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9281, loss_cls: 0.8900, loss: 0.8900, grad_norm: 6.6347 2021-06-18 20:50:05,600 - mmaction - INFO - Epoch [50][880/3757] lr: 1.000e-04, eta: 0:59:55, time: 1.184, data_time: 0.021, memory: 7080, top1_acc: 0.7344, top5_acc: 0.9133, loss_cls: 1.0025, loss: 1.0025, grad_norm: 6.8436 2021-06-18 20:50:28,276 - mmaction - INFO - Epoch [50][900/3757] lr: 1.000e-04, eta: 0:59:30, time: 1.134, data_time: 0.070, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9156, loss_cls: 0.9262, loss: 0.9262, grad_norm: 6.6031 2021-06-18 20:50:49,376 - mmaction - INFO - Epoch [50][920/3757] lr: 1.000e-04, eta: 0:59:05, time: 1.057, data_time: 0.151, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9078, loss_cls: 0.9427, loss: 0.9427, grad_norm: 6.5447 2021-06-18 20:51:13,572 - mmaction - INFO - Epoch [50][940/3757] lr: 1.000e-04, eta: 0:58:40, time: 1.207, data_time: 0.187, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 0.9626, loss: 0.9626, grad_norm: 6.6384 2021-06-18 20:51:37,254 - mmaction - INFO - Epoch [50][960/3757] lr: 1.000e-04, eta: 0:58:15, time: 1.187, data_time: 0.004, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9148, loss_cls: 0.9090, loss: 0.9090, grad_norm: 6.6956 2021-06-18 20:51:59,593 - mmaction - INFO - Epoch [50][980/3757] lr: 1.000e-04, eta: 0:57:50, time: 1.118, data_time: 0.003, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9109, loss_cls: 0.9560, loss: 0.9560, grad_norm: 6.5728 2021-06-18 20:52:22,009 - mmaction - INFO - Epoch [50][1000/3757] lr: 1.000e-04, eta: 0:57:25, time: 1.120, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9141, loss_cls: 0.9959, loss: 0.9959, grad_norm: 6.7620 2021-06-18 20:52:43,652 - mmaction - INFO - Epoch [50][1020/3757] lr: 1.000e-04, eta: 0:57:00, time: 1.083, data_time: 0.055, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9125, loss_cls: 0.9909, loss: 0.9909, grad_norm: 6.7961 2021-06-18 20:53:07,297 - mmaction - INFO - Epoch [50][1040/3757] lr: 1.000e-04, eta: 0:56:35, time: 1.183, data_time: 0.080, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9109, loss_cls: 0.9594, loss: 0.9594, grad_norm: 6.5874 2021-06-18 20:53:29,900 - mmaction - INFO - Epoch [50][1060/3757] lr: 1.000e-04, eta: 0:56:10, time: 1.129, data_time: 0.004, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9102, loss_cls: 0.9720, loss: 0.9720, grad_norm: 6.7605 2021-06-18 20:53:52,444 - mmaction - INFO - Epoch [50][1080/3757] lr: 1.000e-04, eta: 0:55:45, time: 1.127, data_time: 0.002, memory: 7080, top1_acc: 0.7828, top5_acc: 0.9242, loss_cls: 0.8275, loss: 0.8275, grad_norm: 6.2112 2021-06-18 20:54:15,077 - mmaction - INFO - Epoch [50][1100/3757] lr: 1.000e-04, eta: 0:55:20, time: 1.131, data_time: 0.192, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9258, loss_cls: 0.9224, loss: 0.9224, grad_norm: 6.7618 2021-06-18 20:54:37,989 - mmaction - INFO - Epoch [50][1120/3757] lr: 1.000e-04, eta: 0:54:55, time: 1.147, data_time: 0.090, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9227, loss_cls: 0.8856, loss: 0.8856, grad_norm: 6.5313 2021-06-18 20:55:00,587 - mmaction - INFO - Epoch [50][1140/3757] lr: 1.000e-04, eta: 0:54:30, time: 1.130, data_time: 0.110, memory: 7080, top1_acc: 0.7367, top5_acc: 0.8914, loss_cls: 1.0639, loss: 1.0639, grad_norm: 6.9684 2021-06-18 20:55:23,199 - mmaction - INFO - Epoch [50][1160/3757] lr: 1.000e-04, eta: 0:54:05, time: 1.130, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9211, loss_cls: 0.9062, loss: 0.9062, grad_norm: 6.6804 2021-06-18 20:55:45,976 - mmaction - INFO - Epoch [50][1180/3757] lr: 1.000e-04, eta: 0:53:40, time: 1.137, data_time: 0.003, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9117, loss_cls: 0.9559, loss: 0.9559, grad_norm: 6.6638 2021-06-18 20:56:08,862 - mmaction - INFO - Epoch [50][1200/3757] lr: 1.000e-04, eta: 0:53:15, time: 1.146, data_time: 0.004, memory: 7080, top1_acc: 0.7328, top5_acc: 0.9117, loss_cls: 1.0042, loss: 1.0042, grad_norm: 7.0664 2021-06-18 20:56:32,000 - mmaction - INFO - Epoch [50][1220/3757] lr: 1.000e-04, eta: 0:52:50, time: 1.156, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9297, loss_cls: 0.8925, loss: 0.8925, grad_norm: 6.4824 2021-06-18 20:56:54,046 - mmaction - INFO - Epoch [50][1240/3757] lr: 1.000e-04, eta: 0:52:25, time: 1.101, data_time: 0.005, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9125, loss_cls: 0.9967, loss: 0.9967, grad_norm: 6.7473 2021-06-18 20:57:17,658 - mmaction - INFO - Epoch [50][1260/3757] lr: 1.000e-04, eta: 0:52:00, time: 1.182, data_time: 0.009, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9141, loss_cls: 0.9552, loss: 0.9552, grad_norm: 6.5766 2021-06-18 20:57:40,372 - mmaction - INFO - Epoch [50][1280/3757] lr: 1.000e-04, eta: 0:51:35, time: 1.135, data_time: 0.050, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9305, loss_cls: 0.8775, loss: 0.8775, grad_norm: 6.2425 2021-06-18 20:58:03,480 - mmaction - INFO - Epoch [50][1300/3757] lr: 1.000e-04, eta: 0:51:10, time: 1.157, data_time: 0.121, memory: 7080, top1_acc: 0.7742, top5_acc: 0.9258, loss_cls: 0.8801, loss: 0.8801, grad_norm: 6.5915 2021-06-18 20:58:25,875 - mmaction - INFO - Epoch [50][1320/3757] lr: 1.000e-04, eta: 0:50:45, time: 1.120, data_time: 0.075, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9062, loss_cls: 0.9665, loss: 0.9665, grad_norm: 6.7272 2021-06-18 20:58:47,928 - mmaction - INFO - Epoch [50][1340/3757] lr: 1.000e-04, eta: 0:50:20, time: 1.099, data_time: 0.200, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9297, loss_cls: 0.8963, loss: 0.8963, grad_norm: 6.6350 2021-06-18 20:59:12,169 - mmaction - INFO - Epoch [50][1360/3757] lr: 1.000e-04, eta: 0:49:55, time: 1.214, data_time: 0.177, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9203, loss_cls: 0.9253, loss: 0.9253, grad_norm: 6.6028 2021-06-18 20:59:34,365 - mmaction - INFO - Epoch [50][1380/3757] lr: 1.000e-04, eta: 0:49:30, time: 1.111, data_time: 0.066, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9156, loss_cls: 0.9456, loss: 0.9456, grad_norm: 6.7501 2021-06-18 20:59:57,448 - mmaction - INFO - Epoch [50][1400/3757] lr: 1.000e-04, eta: 0:49:05, time: 1.154, data_time: 0.102, memory: 7080, top1_acc: 0.7336, top5_acc: 0.9047, loss_cls: 1.0670, loss: 1.0670, grad_norm: 7.0149 2021-06-18 21:00:20,763 - mmaction - INFO - Epoch [50][1420/3757] lr: 1.000e-04, eta: 0:48:40, time: 1.167, data_time: 0.221, memory: 7080, top1_acc: 0.7891, top5_acc: 0.9266, loss_cls: 0.8562, loss: 0.8562, grad_norm: 6.1969 2021-06-18 21:00:42,384 - mmaction - INFO - Epoch [50][1440/3757] lr: 1.000e-04, eta: 0:48:15, time: 1.080, data_time: 0.060, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9062, loss_cls: 1.0023, loss: 1.0023, grad_norm: 6.6790 2021-06-18 21:01:04,951 - mmaction - INFO - Epoch [50][1460/3757] lr: 1.000e-04, eta: 0:47:50, time: 1.129, data_time: 0.235, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9203, loss_cls: 0.9450, loss: 0.9450, grad_norm: 6.7808 2021-06-18 21:01:28,141 - mmaction - INFO - Epoch [50][1480/3757] lr: 1.000e-04, eta: 0:47:25, time: 1.157, data_time: 0.325, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9141, loss_cls: 0.9658, loss: 0.9658, grad_norm: 6.6982 2021-06-18 21:01:50,689 - mmaction - INFO - Epoch [50][1500/3757] lr: 1.000e-04, eta: 0:47:00, time: 1.130, data_time: 0.293, memory: 7080, top1_acc: 0.7414, top5_acc: 0.9125, loss_cls: 1.0143, loss: 1.0143, grad_norm: 7.0454 2021-06-18 21:02:13,519 - mmaction - INFO - Epoch [50][1520/3757] lr: 1.000e-04, eta: 0:46:35, time: 1.141, data_time: 0.188, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9102, loss_cls: 0.9116, loss: 0.9116, grad_norm: 6.4219 2021-06-18 21:02:36,115 - mmaction - INFO - Epoch [50][1540/3757] lr: 1.000e-04, eta: 0:46:10, time: 1.130, data_time: 0.025, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9133, loss_cls: 0.9635, loss: 0.9635, grad_norm: 6.8170 2021-06-18 21:02:59,220 - mmaction - INFO - Epoch [50][1560/3757] lr: 1.000e-04, eta: 0:45:45, time: 1.155, data_time: 0.008, memory: 7080, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0228, loss: 1.0228, grad_norm: 6.9327 2021-06-18 21:03:22,126 - mmaction - INFO - Epoch [50][1580/3757] lr: 1.000e-04, eta: 0:45:20, time: 1.145, data_time: 0.277, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9141, loss_cls: 0.9472, loss: 0.9472, grad_norm: 6.4822 2021-06-18 21:03:45,543 - mmaction - INFO - Epoch [50][1600/3757] lr: 1.000e-04, eta: 0:44:55, time: 1.170, data_time: 0.041, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9086, loss_cls: 0.9724, loss: 0.9724, grad_norm: 6.7438 2021-06-18 21:04:05,645 - mmaction - INFO - Epoch [50][1620/3757] lr: 1.000e-04, eta: 0:44:30, time: 1.005, data_time: 0.026, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9148, loss_cls: 0.9312, loss: 0.9312, grad_norm: 6.5972 2021-06-18 21:04:28,874 - mmaction - INFO - Epoch [50][1640/3757] lr: 1.000e-04, eta: 0:44:04, time: 1.161, data_time: 0.166, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9219, loss_cls: 0.9073, loss: 0.9073, grad_norm: 6.5002 2021-06-18 21:04:52,188 - mmaction - INFO - Epoch [50][1660/3757] lr: 1.000e-04, eta: 0:43:39, time: 1.165, data_time: 0.090, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9164, loss_cls: 0.9768, loss: 0.9768, grad_norm: 6.6526 2021-06-18 21:05:15,577 - mmaction - INFO - Epoch [50][1680/3757] lr: 1.000e-04, eta: 0:43:14, time: 1.170, data_time: 0.109, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9195, loss_cls: 0.9399, loss: 0.9399, grad_norm: 6.7480 2021-06-18 21:05:38,795 - mmaction - INFO - Epoch [50][1700/3757] lr: 1.000e-04, eta: 0:42:49, time: 1.161, data_time: 0.009, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9164, loss_cls: 0.9654, loss: 0.9654, grad_norm: 6.8154 2021-06-18 21:06:02,543 - mmaction - INFO - Epoch [50][1720/3757] lr: 1.000e-04, eta: 0:42:24, time: 1.188, data_time: 0.099, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9094, loss_cls: 0.9385, loss: 0.9385, grad_norm: 6.7113 2021-06-18 21:06:23,380 - mmaction - INFO - Epoch [50][1740/3757] lr: 1.000e-04, eta: 0:41:59, time: 1.042, data_time: 0.002, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9148, loss_cls: 0.9689, loss: 0.9689, grad_norm: 6.7063 2021-06-18 21:06:48,445 - mmaction - INFO - Epoch [50][1760/3757] lr: 1.000e-04, eta: 0:41:34, time: 1.252, data_time: 0.081, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9273, loss_cls: 0.9029, loss: 0.9029, grad_norm: 6.8275 2021-06-18 21:07:11,511 - mmaction - INFO - Epoch [50][1780/3757] lr: 1.000e-04, eta: 0:41:09, time: 1.154, data_time: 0.030, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9109, loss_cls: 0.9519, loss: 0.9519, grad_norm: 6.6144 2021-06-18 21:07:34,820 - mmaction - INFO - Epoch [50][1800/3757] lr: 1.000e-04, eta: 0:40:44, time: 1.166, data_time: 0.219, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9203, loss_cls: 0.9285, loss: 0.9285, grad_norm: 6.6377 2021-06-18 21:07:57,279 - mmaction - INFO - Epoch [50][1820/3757] lr: 1.000e-04, eta: 0:40:19, time: 1.122, data_time: 0.181, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9289, loss_cls: 0.8993, loss: 0.8993, grad_norm: 6.7407 2021-06-18 21:08:19,355 - mmaction - INFO - Epoch [50][1840/3757] lr: 1.000e-04, eta: 0:39:54, time: 1.103, data_time: 0.247, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9250, loss_cls: 0.9199, loss: 0.9199, grad_norm: 6.6164 2021-06-18 21:08:42,181 - mmaction - INFO - Epoch [50][1860/3757] lr: 1.000e-04, eta: 0:39:29, time: 1.143, data_time: 0.112, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9234, loss_cls: 0.8959, loss: 0.8959, grad_norm: 6.6428 2021-06-18 21:09:04,387 - mmaction - INFO - Epoch [50][1880/3757] lr: 1.000e-04, eta: 0:39:04, time: 1.111, data_time: 0.226, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9250, loss_cls: 0.9174, loss: 0.9174, grad_norm: 6.5775 2021-06-18 21:09:29,418 - mmaction - INFO - Epoch [50][1900/3757] lr: 1.000e-04, eta: 0:38:39, time: 1.248, data_time: 0.081, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 1.0111, loss: 1.0111, grad_norm: 6.9610 2021-06-18 21:09:51,315 - mmaction - INFO - Epoch [50][1920/3757] lr: 1.000e-04, eta: 0:38:14, time: 1.096, data_time: 0.005, memory: 7080, top1_acc: 0.7578, top5_acc: 0.9281, loss_cls: 0.8965, loss: 0.8965, grad_norm: 6.5966 2021-06-18 21:10:14,330 - mmaction - INFO - Epoch [50][1940/3757] lr: 1.000e-04, eta: 0:37:49, time: 1.152, data_time: 0.004, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9086, loss_cls: 0.9724, loss: 0.9724, grad_norm: 6.6837 2021-06-18 21:10:37,128 - mmaction - INFO - Epoch [50][1960/3757] lr: 1.000e-04, eta: 0:37:24, time: 1.139, data_time: 0.092, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9141, loss_cls: 0.9475, loss: 0.9475, grad_norm: 6.6123 2021-06-18 21:10:58,977 - mmaction - INFO - Epoch [50][1980/3757] lr: 1.000e-04, eta: 0:36:59, time: 1.094, data_time: 0.193, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9156, loss_cls: 0.9908, loss: 0.9908, grad_norm: 6.8657 2021-06-18 21:11:22,801 - mmaction - INFO - Epoch [50][2000/3757] lr: 1.000e-04, eta: 0:36:34, time: 1.191, data_time: 0.121, memory: 7080, top1_acc: 0.7734, top5_acc: 0.9094, loss_cls: 0.9258, loss: 0.9258, grad_norm: 6.3920 2021-06-18 21:11:46,567 - mmaction - INFO - Epoch [50][2020/3757] lr: 1.000e-04, eta: 0:36:09, time: 1.188, data_time: 0.002, memory: 7080, top1_acc: 0.7344, top5_acc: 0.8914, loss_cls: 1.1082, loss: 1.1082, grad_norm: 7.2158 2021-06-18 21:12:08,947 - mmaction - INFO - Epoch [50][2040/3757] lr: 1.000e-04, eta: 0:35:44, time: 1.119, data_time: 0.002, memory: 7080, top1_acc: 0.7617, top5_acc: 0.9266, loss_cls: 0.8854, loss: 0.8854, grad_norm: 6.5287 2021-06-18 21:12:30,680 - mmaction - INFO - Epoch [50][2060/3757] lr: 1.000e-04, eta: 0:35:19, time: 1.086, data_time: 0.118, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9133, loss_cls: 0.9816, loss: 0.9816, grad_norm: 6.5157 2021-06-18 21:12:54,779 - mmaction - INFO - Epoch [50][2080/3757] lr: 1.000e-04, eta: 0:34:54, time: 1.206, data_time: 0.307, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9250, loss_cls: 0.9095, loss: 0.9095, grad_norm: 6.6668 2021-06-18 21:13:17,180 - mmaction - INFO - Epoch [50][2100/3757] lr: 1.000e-04, eta: 0:34:29, time: 1.119, data_time: 0.066, memory: 7080, top1_acc: 0.7391, top5_acc: 0.9141, loss_cls: 0.9585, loss: 0.9585, grad_norm: 6.9134 2021-06-18 21:13:39,592 - mmaction - INFO - Epoch [50][2120/3757] lr: 1.000e-04, eta: 0:34:04, time: 1.122, data_time: 0.002, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9133, loss_cls: 0.9180, loss: 0.9180, grad_norm: 6.6784 2021-06-18 21:14:02,522 - mmaction - INFO - Epoch [50][2140/3757] lr: 1.000e-04, eta: 0:33:39, time: 1.146, data_time: 0.054, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9195, loss_cls: 0.9495, loss: 0.9495, grad_norm: 6.7936 2021-06-18 21:14:27,184 - mmaction - INFO - Epoch [50][2160/3757] lr: 1.000e-04, eta: 0:33:14, time: 1.233, data_time: 0.162, memory: 7080, top1_acc: 0.7500, top5_acc: 0.8969, loss_cls: 0.9894, loss: 0.9894, grad_norm: 6.7193 2021-06-18 21:14:49,717 - mmaction - INFO - Epoch [50][2180/3757] lr: 1.000e-04, eta: 0:32:49, time: 1.127, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9258, loss_cls: 0.9132, loss: 0.9132, grad_norm: 6.6503 2021-06-18 21:15:11,865 - mmaction - INFO - Epoch [50][2200/3757] lr: 1.000e-04, eta: 0:32:24, time: 1.105, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9070, loss_cls: 0.9833, loss: 0.9833, grad_norm: 6.9412 2021-06-18 21:15:35,140 - mmaction - INFO - Epoch [50][2220/3757] lr: 1.000e-04, eta: 0:31:59, time: 1.166, data_time: 0.005, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9164, loss_cls: 0.9116, loss: 0.9116, grad_norm: 6.4494 2021-06-18 21:15:58,178 - mmaction - INFO - Epoch [50][2240/3757] lr: 1.000e-04, eta: 0:31:34, time: 1.151, data_time: 0.001, memory: 7080, top1_acc: 0.7523, top5_acc: 0.9117, loss_cls: 0.9782, loss: 0.9782, grad_norm: 6.6828 2021-06-18 21:16:20,550 - mmaction - INFO - Epoch [50][2260/3757] lr: 1.000e-04, eta: 0:31:09, time: 1.119, data_time: 0.004, memory: 7080, top1_acc: 0.7586, top5_acc: 0.9023, loss_cls: 0.9492, loss: 0.9492, grad_norm: 6.8071 2021-06-18 21:16:42,180 - mmaction - INFO - Epoch [50][2280/3757] lr: 1.000e-04, eta: 0:30:44, time: 1.082, data_time: 0.002, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9023, loss_cls: 1.0173, loss: 1.0173, grad_norm: 6.8272 2021-06-18 21:17:04,741 - mmaction - INFO - Epoch [50][2300/3757] lr: 1.000e-04, eta: 0:30:19, time: 1.127, data_time: 0.062, memory: 7080, top1_acc: 0.7430, top5_acc: 0.9203, loss_cls: 0.9350, loss: 0.9350, grad_norm: 6.6529 2021-06-18 21:17:28,021 - mmaction - INFO - Epoch [50][2320/3757] lr: 1.000e-04, eta: 0:29:54, time: 1.162, data_time: 0.145, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9086, loss_cls: 0.9907, loss: 0.9907, grad_norm: 6.7110 2021-06-18 21:17:50,081 - mmaction - INFO - Epoch [50][2340/3757] lr: 1.000e-04, eta: 0:29:29, time: 1.104, data_time: 0.075, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9195, loss_cls: 0.9343, loss: 0.9343, grad_norm: 6.7972 2021-06-18 21:18:12,243 - mmaction - INFO - Epoch [50][2360/3757] lr: 1.000e-04, eta: 0:29:04, time: 1.109, data_time: 0.188, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9172, loss_cls: 0.9610, loss: 0.9610, grad_norm: 6.9496 2021-06-18 21:18:35,958 - mmaction - INFO - Epoch [50][2380/3757] lr: 1.000e-04, eta: 0:28:39, time: 1.186, data_time: 0.032, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9109, loss_cls: 0.9546, loss: 0.9546, grad_norm: 6.6119 2021-06-18 21:18:58,201 - mmaction - INFO - Epoch [50][2400/3757] lr: 1.000e-04, eta: 0:28:14, time: 1.110, data_time: 0.062, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9211, loss_cls: 0.8826, loss: 0.8826, grad_norm: 6.4287 2021-06-18 21:19:21,880 - mmaction - INFO - Epoch [50][2420/3757] lr: 1.000e-04, eta: 0:27:49, time: 1.186, data_time: 0.106, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9195, loss_cls: 0.9253, loss: 0.9253, grad_norm: 6.5972 2021-06-18 21:19:44,363 - mmaction - INFO - Epoch [50][2440/3757] lr: 1.000e-04, eta: 0:27:24, time: 1.124, data_time: 0.031, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9195, loss_cls: 0.9243, loss: 0.9243, grad_norm: 6.7399 2021-06-18 21:20:08,812 - mmaction - INFO - Epoch [50][2460/3757] lr: 1.000e-04, eta: 0:26:59, time: 1.224, data_time: 0.006, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9141, loss_cls: 0.9479, loss: 0.9479, grad_norm: 6.5721 2021-06-18 21:20:30,673 - mmaction - INFO - Epoch [50][2480/3757] lr: 1.000e-04, eta: 0:26:34, time: 1.093, data_time: 0.002, memory: 7080, top1_acc: 0.7633, top5_acc: 0.9141, loss_cls: 0.9600, loss: 0.9600, grad_norm: 6.5857 2021-06-18 21:20:53,714 - mmaction - INFO - Epoch [50][2500/3757] lr: 1.000e-04, eta: 0:26:09, time: 1.152, data_time: 0.002, memory: 7080, top1_acc: 0.7461, top5_acc: 0.9141, loss_cls: 0.9533, loss: 0.9533, grad_norm: 6.8255 2021-06-18 21:21:15,790 - mmaction - INFO - Epoch [50][2520/3757] lr: 1.000e-04, eta: 0:25:44, time: 1.104, data_time: 0.141, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9055, loss_cls: 0.9829, loss: 0.9829, grad_norm: 6.6128 2021-06-18 21:21:40,070 - mmaction - INFO - Epoch [50][2540/3757] lr: 1.000e-04, eta: 0:25:19, time: 1.214, data_time: 0.135, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9023, loss_cls: 1.0094, loss: 1.0094, grad_norm: 6.7199 2021-06-18 21:22:03,993 - mmaction - INFO - Epoch [50][2560/3757] lr: 1.000e-04, eta: 0:24:54, time: 1.196, data_time: 0.065, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9031, loss_cls: 1.0387, loss: 1.0387, grad_norm: 6.9018 2021-06-18 21:22:26,168 - mmaction - INFO - Epoch [50][2580/3757] lr: 1.000e-04, eta: 0:24:29, time: 1.109, data_time: 0.171, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9156, loss_cls: 0.9504, loss: 0.9504, grad_norm: 6.7372 2021-06-18 21:22:48,645 - mmaction - INFO - Epoch [50][2600/3757] lr: 1.000e-04, eta: 0:24:04, time: 1.124, data_time: 0.199, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9187, loss_cls: 0.9841, loss: 0.9841, grad_norm: 6.7860 2021-06-18 21:23:12,094 - mmaction - INFO - Epoch [50][2620/3757] lr: 1.000e-04, eta: 0:23:39, time: 1.172, data_time: 0.178, memory: 7080, top1_acc: 0.7766, top5_acc: 0.9148, loss_cls: 0.9043, loss: 0.9043, grad_norm: 6.7067 2021-06-18 21:23:35,432 - mmaction - INFO - Epoch [50][2640/3757] lr: 1.000e-04, eta: 0:23:14, time: 1.167, data_time: 0.197, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9086, loss_cls: 0.9910, loss: 0.9910, grad_norm: 6.9555 2021-06-18 21:23:57,665 - mmaction - INFO - Epoch [50][2660/3757] lr: 1.000e-04, eta: 0:22:49, time: 1.111, data_time: 0.165, memory: 7080, top1_acc: 0.7383, top5_acc: 0.9047, loss_cls: 1.0102, loss: 1.0102, grad_norm: 6.7701 2021-06-18 21:24:20,715 - mmaction - INFO - Epoch [50][2680/3757] lr: 1.000e-04, eta: 0:22:24, time: 1.154, data_time: 0.178, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9109, loss_cls: 0.9875, loss: 0.9875, grad_norm: 7.0414 2021-06-18 21:24:44,199 - mmaction - INFO - Epoch [50][2700/3757] lr: 1.000e-04, eta: 0:22:00, time: 1.174, data_time: 0.139, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9164, loss_cls: 0.9529, loss: 0.9529, grad_norm: 6.6433 2021-06-18 21:25:05,393 - mmaction - INFO - Epoch [50][2720/3757] lr: 1.000e-04, eta: 0:21:35, time: 1.060, data_time: 0.253, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9117, loss_cls: 0.9751, loss: 0.9751, grad_norm: 6.8612 2021-06-18 21:25:29,399 - mmaction - INFO - Epoch [50][2740/3757] lr: 1.000e-04, eta: 0:21:10, time: 1.200, data_time: 0.206, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9133, loss_cls: 0.9951, loss: 0.9951, grad_norm: 6.6669 2021-06-18 21:25:51,354 - mmaction - INFO - Epoch [50][2760/3757] lr: 1.000e-04, eta: 0:20:45, time: 1.096, data_time: 0.003, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9320, loss_cls: 0.9018, loss: 0.9018, grad_norm: 6.6003 2021-06-18 21:26:15,322 - mmaction - INFO - Epoch [50][2780/3757] lr: 1.000e-04, eta: 0:20:20, time: 1.198, data_time: 0.092, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9148, loss_cls: 0.9466, loss: 0.9466, grad_norm: 6.7139 2021-06-18 21:26:37,551 - mmaction - INFO - Epoch [50][2800/3757] lr: 1.000e-04, eta: 0:19:55, time: 1.113, data_time: 0.008, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9164, loss_cls: 0.9104, loss: 0.9104, grad_norm: 6.4496 2021-06-18 21:27:00,915 - mmaction - INFO - Epoch [50][2820/3757] lr: 1.000e-04, eta: 0:19:30, time: 1.168, data_time: 0.005, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9070, loss_cls: 0.9773, loss: 0.9773, grad_norm: 6.8626 2021-06-18 21:27:24,065 - mmaction - INFO - Epoch [50][2840/3757] lr: 1.000e-04, eta: 0:19:05, time: 1.156, data_time: 0.001, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9117, loss_cls: 0.9277, loss: 0.9277, grad_norm: 6.6250 2021-06-18 21:27:45,666 - mmaction - INFO - Epoch [50][2860/3757] lr: 1.000e-04, eta: 0:18:40, time: 1.081, data_time: 0.003, memory: 7080, top1_acc: 0.7469, top5_acc: 0.9195, loss_cls: 0.9569, loss: 0.9569, grad_norm: 6.5123 2021-06-18 21:28:07,720 - mmaction - INFO - Epoch [50][2880/3757] lr: 1.000e-04, eta: 0:18:15, time: 1.102, data_time: 0.015, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9055, loss_cls: 0.9969, loss: 0.9969, grad_norm: 6.7338 2021-06-18 21:28:31,982 - mmaction - INFO - Epoch [50][2900/3757] lr: 1.000e-04, eta: 0:17:50, time: 1.213, data_time: 0.038, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9148, loss_cls: 0.9402, loss: 0.9402, grad_norm: 6.6255 2021-06-18 21:28:55,822 - mmaction - INFO - Epoch [50][2920/3757] lr: 1.000e-04, eta: 0:17:25, time: 1.192, data_time: 0.027, memory: 7080, top1_acc: 0.7539, top5_acc: 0.9234, loss_cls: 0.9463, loss: 0.9463, grad_norm: 6.7471 2021-06-18 21:29:17,534 - mmaction - INFO - Epoch [50][2940/3757] lr: 1.000e-04, eta: 0:17:00, time: 1.087, data_time: 0.016, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9164, loss_cls: 0.9199, loss: 0.9199, grad_norm: 6.6077 2021-06-18 21:29:39,603 - mmaction - INFO - Epoch [50][2960/3757] lr: 1.000e-04, eta: 0:16:35, time: 1.103, data_time: 0.104, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9258, loss_cls: 0.9147, loss: 0.9147, grad_norm: 6.6323 2021-06-18 21:30:02,238 - mmaction - INFO - Epoch [50][2980/3757] lr: 1.000e-04, eta: 0:16:10, time: 1.131, data_time: 0.053, memory: 7080, top1_acc: 0.7484, top5_acc: 0.9164, loss_cls: 0.9766, loss: 0.9766, grad_norm: 6.5514 2021-06-18 21:30:24,963 - mmaction - INFO - Epoch [50][3000/3757] lr: 1.000e-04, eta: 0:15:45, time: 1.135, data_time: 0.002, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9195, loss_cls: 0.9794, loss: 0.9794, grad_norm: 6.8236 2021-06-18 21:30:47,327 - mmaction - INFO - Epoch [50][3020/3757] lr: 1.000e-04, eta: 0:15:20, time: 1.119, data_time: 0.178, memory: 7080, top1_acc: 0.7688, top5_acc: 0.9227, loss_cls: 0.8769, loss: 0.8769, grad_norm: 6.4312 2021-06-18 21:31:10,485 - mmaction - INFO - Epoch [50][3040/3757] lr: 1.000e-04, eta: 0:14:55, time: 1.157, data_time: 0.149, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9180, loss_cls: 0.9333, loss: 0.9333, grad_norm: 6.6038 2021-06-18 21:31:35,304 - mmaction - INFO - Epoch [50][3060/3757] lr: 1.000e-04, eta: 0:14:30, time: 1.241, data_time: 0.030, memory: 7080, top1_acc: 0.7367, top5_acc: 0.9164, loss_cls: 0.9920, loss: 0.9920, grad_norm: 6.7559 2021-06-18 21:31:57,303 - mmaction - INFO - Epoch [50][3080/3757] lr: 1.000e-04, eta: 0:14:05, time: 1.100, data_time: 0.024, memory: 7080, top1_acc: 0.7594, top5_acc: 0.9125, loss_cls: 0.9547, loss: 0.9547, grad_norm: 6.7059 2021-06-18 21:32:21,231 - mmaction - INFO - Epoch [50][3100/3757] lr: 1.000e-04, eta: 0:13:40, time: 1.198, data_time: 0.003, memory: 7080, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9266, loss: 0.9266, grad_norm: 6.6648 2021-06-18 21:32:43,314 - mmaction - INFO - Epoch [50][3120/3757] lr: 1.000e-04, eta: 0:13:15, time: 1.104, data_time: 0.027, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9125, loss_cls: 0.9362, loss: 0.9362, grad_norm: 6.6625 2021-06-18 21:33:05,023 - mmaction - INFO - Epoch [50][3140/3757] lr: 1.000e-04, eta: 0:12:50, time: 1.086, data_time: 0.052, memory: 7080, top1_acc: 0.7664, top5_acc: 0.9195, loss_cls: 0.9182, loss: 0.9182, grad_norm: 6.7288 2021-06-18 21:33:27,748 - mmaction - INFO - Epoch [50][3160/3757] lr: 1.000e-04, eta: 0:12:25, time: 1.135, data_time: 0.217, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9266, loss_cls: 0.9116, loss: 0.9116, grad_norm: 6.5834 2021-06-18 21:33:50,714 - mmaction - INFO - Epoch [50][3180/3757] lr: 1.000e-04, eta: 0:12:00, time: 1.149, data_time: 0.366, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9109, loss_cls: 0.9329, loss: 0.9329, grad_norm: 6.6732 2021-06-18 21:34:13,359 - mmaction - INFO - Epoch [50][3200/3757] lr: 1.000e-04, eta: 0:11:35, time: 1.132, data_time: 0.180, memory: 7080, top1_acc: 0.7516, top5_acc: 0.9180, loss_cls: 0.9560, loss: 0.9560, grad_norm: 6.4988 2021-06-18 21:34:36,005 - mmaction - INFO - Epoch [50][3220/3757] lr: 1.000e-04, eta: 0:11:10, time: 1.133, data_time: 0.094, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9211, loss_cls: 0.8944, loss: 0.8944, grad_norm: 6.5181 2021-06-18 21:34:59,940 - mmaction - INFO - Epoch [50][3240/3757] lr: 1.000e-04, eta: 0:10:45, time: 1.195, data_time: 0.292, memory: 7080, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 1.0035, loss: 1.0035, grad_norm: 6.7680 2021-06-18 21:35:22,330 - mmaction - INFO - Epoch [50][3260/3757] lr: 1.000e-04, eta: 0:10:20, time: 1.122, data_time: 0.046, memory: 7080, top1_acc: 0.7625, top5_acc: 0.9047, loss_cls: 0.9830, loss: 0.9830, grad_norm: 6.8685 2021-06-18 21:35:45,447 - mmaction - INFO - Epoch [50][3280/3757] lr: 1.000e-04, eta: 0:09:55, time: 1.156, data_time: 0.007, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9266, loss_cls: 0.9093, loss: 0.9093, grad_norm: 6.6698 2021-06-18 21:36:07,980 - mmaction - INFO - Epoch [50][3300/3757] lr: 1.000e-04, eta: 0:09:30, time: 1.125, data_time: 0.003, memory: 7080, top1_acc: 0.7570, top5_acc: 0.9078, loss_cls: 0.9611, loss: 0.9611, grad_norm: 6.7808 2021-06-18 21:36:30,894 - mmaction - INFO - Epoch [50][3320/3757] lr: 1.000e-04, eta: 0:09:05, time: 1.147, data_time: 0.003, memory: 7080, top1_acc: 0.7547, top5_acc: 0.9180, loss_cls: 0.9589, loss: 0.9589, grad_norm: 6.9776 2021-06-18 21:36:54,103 - mmaction - INFO - Epoch [50][3340/3757] lr: 1.000e-04, eta: 0:08:40, time: 1.159, data_time: 0.002, memory: 7080, top1_acc: 0.7531, top5_acc: 0.9078, loss_cls: 1.0018, loss: 1.0018, grad_norm: 6.6756 2021-06-18 21:37:17,914 - mmaction - INFO - Epoch [50][3360/3757] lr: 1.000e-04, eta: 0:08:15, time: 1.192, data_time: 0.005, memory: 7080, top1_acc: 0.7453, top5_acc: 0.9187, loss_cls: 0.9564, loss: 0.9564, grad_norm: 6.6961 2021-06-18 21:37:40,095 - mmaction - INFO - Epoch [50][3380/3757] lr: 1.000e-04, eta: 0:07:50, time: 1.109, data_time: 0.002, memory: 7080, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 0.9786, loss: 0.9786, grad_norm: 6.8047 2021-06-18 21:38:02,825 - mmaction - INFO - Epoch [50][3400/3757] lr: 1.000e-04, eta: 0:07:25, time: 1.136, data_time: 0.002, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9117, loss_cls: 0.9772, loss: 0.9772, grad_norm: 6.8121 2021-06-18 21:38:26,317 - mmaction - INFO - Epoch [50][3420/3757] lr: 1.000e-04, eta: 0:07:00, time: 1.174, data_time: 0.002, memory: 7080, top1_acc: 0.7750, top5_acc: 0.9164, loss_cls: 0.9124, loss: 0.9124, grad_norm: 6.4054 2021-06-18 21:38:48,698 - mmaction - INFO - Epoch [50][3440/3757] lr: 1.000e-04, eta: 0:06:35, time: 1.120, data_time: 0.003, memory: 7080, top1_acc: 0.7727, top5_acc: 0.9125, loss_cls: 0.9217, loss: 0.9217, grad_norm: 6.5591 2021-06-18 21:39:10,877 - mmaction - INFO - Epoch [50][3460/3757] lr: 1.000e-04, eta: 0:06:10, time: 1.109, data_time: 0.002, memory: 7080, top1_acc: 0.7695, top5_acc: 0.9187, loss_cls: 0.9067, loss: 0.9067, grad_norm: 6.6240 2021-06-18 21:39:32,828 - mmaction - INFO - Epoch [50][3480/3757] lr: 1.000e-04, eta: 0:05:45, time: 1.098, data_time: 0.140, memory: 7080, top1_acc: 0.7773, top5_acc: 0.9203, loss_cls: 0.8988, loss: 0.8988, grad_norm: 6.2175 2021-06-18 21:39:55,151 - mmaction - INFO - Epoch [50][3500/3757] lr: 1.000e-04, eta: 0:05:20, time: 1.114, data_time: 0.141, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9250, loss_cls: 0.9128, loss: 0.9128, grad_norm: 6.5416 2021-06-18 21:40:18,495 - mmaction - INFO - Epoch [50][3520/3757] lr: 1.000e-04, eta: 0:04:55, time: 1.170, data_time: 0.033, memory: 7080, top1_acc: 0.7711, top5_acc: 0.9211, loss_cls: 0.9152, loss: 0.9152, grad_norm: 6.4970 2021-06-18 21:40:41,148 - mmaction - INFO - Epoch [50][3540/3757] lr: 1.000e-04, eta: 0:04:30, time: 1.132, data_time: 0.002, memory: 7080, top1_acc: 0.7680, top5_acc: 0.9164, loss_cls: 0.9496, loss: 0.9496, grad_norm: 6.6915 2021-06-18 21:41:04,611 - mmaction - INFO - Epoch [50][3560/3757] lr: 1.000e-04, eta: 0:04:05, time: 1.173, data_time: 0.072, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9078, loss_cls: 0.9550, loss: 0.9550, grad_norm: 6.6986 2021-06-18 21:41:27,400 - mmaction - INFO - Epoch [50][3580/3757] lr: 1.000e-04, eta: 0:03:40, time: 1.139, data_time: 0.186, memory: 7080, top1_acc: 0.7609, top5_acc: 0.9180, loss_cls: 0.9362, loss: 0.9362, grad_norm: 6.6260 2021-06-18 21:41:50,522 - mmaction - INFO - Epoch [50][3600/3757] lr: 1.000e-04, eta: 0:03:15, time: 1.156, data_time: 0.005, memory: 7080, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9362, loss: 0.9362, grad_norm: 6.4779 2021-06-18 21:42:12,609 - mmaction - INFO - Epoch [50][3620/3757] lr: 1.000e-04, eta: 0:02:51, time: 1.105, data_time: 0.045, memory: 7080, top1_acc: 0.7719, top5_acc: 0.9234, loss_cls: 0.9010, loss: 0.9010, grad_norm: 6.6721 2021-06-18 21:42:34,221 - mmaction - INFO - Epoch [50][3640/3757] lr: 1.000e-04, eta: 0:02:26, time: 1.080, data_time: 0.290, memory: 7080, top1_acc: 0.7672, top5_acc: 0.9187, loss_cls: 0.9096, loss: 0.9096, grad_norm: 6.6110 2021-06-18 21:42:57,407 - mmaction - INFO - Epoch [50][3660/3757] lr: 1.000e-04, eta: 0:02:01, time: 1.159, data_time: 0.492, memory: 7080, top1_acc: 0.7406, top5_acc: 0.9172, loss_cls: 0.9757, loss: 0.9757, grad_norm: 6.7642 2021-06-18 21:43:20,384 - mmaction - INFO - Epoch [50][3680/3757] lr: 1.000e-04, eta: 0:01:36, time: 1.149, data_time: 0.183, memory: 7080, top1_acc: 0.7492, top5_acc: 0.9117, loss_cls: 0.9952, loss: 0.9952, grad_norm: 6.9341 2021-06-18 21:43:43,981 - mmaction - INFO - Epoch [50][3700/3757] lr: 1.000e-04, eta: 0:01:11, time: 1.180, data_time: 0.005, memory: 7080, top1_acc: 0.7555, top5_acc: 0.9086, loss_cls: 0.9908, loss: 0.9908, grad_norm: 6.6786 2021-06-18 21:44:07,248 - mmaction - INFO - Epoch [50][3720/3757] lr: 1.000e-04, eta: 0:00:46, time: 1.163, data_time: 0.001, memory: 7080, top1_acc: 0.7641, top5_acc: 0.9211, loss_cls: 0.9242, loss: 0.9242, grad_norm: 6.6213 2021-06-18 21:44:31,523 - mmaction - INFO - Epoch [50][3740/3757] lr: 1.000e-04, eta: 0:00:21, time: 1.214, data_time: 0.187, memory: 7080, top1_acc: 0.7656, top5_acc: 0.9117, loss_cls: 0.9409, loss: 0.9409, grad_norm: 6.4919 2021-06-18 21:44:51,431 - mmaction - INFO - Saving checkpoint at 50 epochs 2021-06-18 21:56:57,289 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-18 21:56:58,309 - mmaction - INFO - top1_acc 0.7052 top5_acc 0.8983 2021-06-18 21:56:58,310 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-06-18 21:56:58,388 - mmaction - INFO - mean_acc 0.7052 2021-06-18 21:56:58,396 - mmaction - INFO - Epoch(val) [50][3757] top1_acc: 0.7052, top5_acc: 0.8983, mean_class_accuracy: 0.7052