2021-01-26 15:13:43,049 - 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: TITAN Xp CUDA_HOME: /mnt/lustre/share/polaris/dep/cuda-9.0-cudnn7.6.5 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GCC: gcc (GCC) 5.4.0 PyTorch: 1.5.0 PyTorch compiling details: PyTorch built with: - GCC 5.4 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.1 Product Build 20200208 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 912ce228837d1ce28e1a61806118835de03f5751) - OpenMP 201307 (a.k.a. OpenMP 4.0) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_70,code=compute_70 - CuDNN 7.6.5 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DNDEBUG -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DUSE_INTERNAL_THREADPOOL_IMPL -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.6.0 OpenCV: 4.2.0 MMCV: 1.2.6 MMCV Compiler: GCC 5.4 MMCV CUDA Compiler: 9.0 MMAction2: 0.10.0+1b8a1b4 ------------------------------------------------------------ 2021-01-26 15:13:43,061 - mmaction - INFO - Distributed training: True 2021-01-26 15:13:43,062 - mmaction - INFO - Config: /mnt/lustre/huangbinkun/mmaction2/configs/recognition/tanet/tanet_r50_dense_1x1x8_100e_kinetics400_rgb.py # model settings model = dict( type='Recognizer2D', backbone=dict( type='TANet', pretrained='torchvision://resnet50', depth=50, num_segments=8, tam_cfg=dict()), 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)) train_cfg = None test_cfg = dict(average_clips='prob') # dataset settings dataset_type = 'RawframeDataset' data_root = 'data/kinetics400/rawframes_train' data_root_val = 'data/kinetics400/rawframes_val' ann_file_train = 'data/kinetics400/kinetics400_train_list_rawframes.txt' ann_file_val = 'data/kinetics400/kinetics400_val_list_rawframes.txt' ann_file_test = 'data/kinetics400/kinetics400_val_list_rawframes.txt' 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') img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ dict(type='DenseSampleFrames', clip_len=1, frame_interval=1, num_clips=8), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), 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', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='DenseSampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='DenseSampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), 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=4), test_dataloader=dict(videos_per_gpu=4), train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', constructor='TSMOptimizerConstructor', paramwise_cfg=dict(fc_lr5=True), lr=0.01, # this lr is used for 8 gpus momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=20, norm_type=2)) # learning policy lr_config = dict(policy='step', step=[50, 75, 90]) total_epochs = 100 checkpoint_config = dict(interval=2) evaluation = dict( interval=2, metrics=['top_k_accuracy', 'mean_class_accuracy']) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/tanet_r50_dense_1x1x8_100e_kinetics400_rgb/' load_from = None resume_from = None workflow = [('train', 1)] 2021-01-26 15:14:06,113 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.bias', 'fc.weight'} 2021-01-26 15:14:12,060 - mmaction - INFO - Start running, host: huangbinkun@SH-IDC2-172-20-21-29, work_dir: /mnt/lustre/huangbinkun/mmaction2/work_dirs/tanet_r50_dense_1x1x8_100e_kinetics400_rgb/20210126_151312 2021-01-26 15:14:12,060 - mmaction - INFO - workflow: [('train', 1)], max: 100 epochs 2021-01-26 15:16:41,999 - mmaction - INFO - Epoch [1][20/3757] lr: 1.000e-02, eta: 32 days, 11:07:52, time: 7.466, data_time: 4.765, memory: 7136, top1_acc: 0.0133, top5_acc: 0.0406, loss_cls: 6.2499, loss: 6.2499, grad_norm: 3.9293 2021-01-26 15:17:20,513 - mmaction - INFO - Epoch [1][40/3757] lr: 1.000e-02, eta: 20 days, 10:23:19, time: 1.933, data_time: 0.013, memory: 7136, top1_acc: 0.0234, top5_acc: 0.0625, loss_cls: 6.2585, loss: 6.2585, grad_norm: 4.5805 2021-01-26 15:18:00,585 - mmaction - INFO - Epoch [1][60/3757] lr: 1.000e-02, eta: 16 days, 12:23:40, time: 1.998, data_time: 0.015, memory: 7136, top1_acc: 0.0406, top5_acc: 0.1078, loss_cls: 5.6796, loss: 5.6796, grad_norm: 4.7262 2021-01-26 15:18:30,868 - mmaction - INFO - Epoch [1][80/3757] lr: 1.000e-02, eta: 14 days, 0:49:14, time: 1.516, data_time: 0.011, memory: 7136, top1_acc: 0.0336, top5_acc: 0.1273, loss_cls: 5.5605, loss: 5.5605, grad_norm: 4.9733 2021-01-26 15:19:07,023 - mmaction - INFO - Epoch [1][100/3757] lr: 1.000e-02, eta: 12 days, 19:17:32, time: 1.814, data_time: 0.018, memory: 7136, top1_acc: 0.0508, top5_acc: 0.1656, loss_cls: 5.3528, loss: 5.3528, grad_norm: 5.3253 2021-01-26 15:19:47,304 - mmaction - INFO - Epoch [1][120/3757] lr: 1.000e-02, eta: 12 days, 2:56:39, time: 2.006, data_time: 0.003, memory: 7136, top1_acc: 0.0664, top5_acc: 0.1836, loss_cls: 5.1442, loss: 5.1442, grad_norm: 5.6171 2021-01-26 15:20:29,582 - mmaction - INFO - Epoch [1][140/3757] lr: 1.000e-02, eta: 11 days, 16:45:55, time: 2.107, data_time: 0.016, memory: 7136, top1_acc: 0.0766, top5_acc: 0.2117, loss_cls: 5.0098, loss: 5.0098, grad_norm: 5.9967 2021-01-26 15:21:12,532 - mmaction - INFO - Epoch [1][160/3757] lr: 1.000e-02, eta: 11 days, 9:27:46, time: 2.132, data_time: 0.024, memory: 7136, top1_acc: 0.0719, top5_acc: 0.2086, loss_cls: 5.0250, loss: 5.0250, grad_norm: 5.9362 2021-01-26 15:21:52,288 - mmaction - INFO - Epoch [1][180/3757] lr: 1.000e-02, eta: 11 days, 2:15:13, time: 2.001, data_time: 0.033, memory: 7136, top1_acc: 0.0953, top5_acc: 0.2359, loss_cls: 4.9309, loss: 4.9309, grad_norm: 5.8020 2021-01-26 15:22:30,521 - mmaction - INFO - Epoch [1][200/3757] lr: 1.000e-02, eta: 10 days, 19:43:01, time: 1.927, data_time: 0.037, memory: 7136, top1_acc: 0.0906, top5_acc: 0.2461, loss_cls: 4.8705, loss: 4.8705, grad_norm: 5.9890 2021-01-26 15:23:15,271 - mmaction - INFO - Epoch [1][220/3757] lr: 1.000e-02, eta: 10 days, 17:18:17, time: 2.237, data_time: 0.016, memory: 7136, top1_acc: 0.0938, top5_acc: 0.2398, loss_cls: 4.8348, loss: 4.8348, grad_norm: 5.9394 2021-01-26 15:23:48,109 - mmaction - INFO - Epoch [1][240/3757] lr: 1.000e-02, eta: 10 days, 10:04:34, time: 1.637, data_time: 0.016, memory: 7136, top1_acc: 0.0969, top5_acc: 0.2781, loss_cls: 4.6964, loss: 4.6964, grad_norm: 6.0222 2021-01-26 15:24:24,105 - mmaction - INFO - Epoch [1][260/3757] lr: 1.000e-02, eta: 10 days, 5:15:31, time: 1.799, data_time: 0.021, memory: 7136, top1_acc: 0.1156, top5_acc: 0.2883, loss_cls: 4.6495, loss: 4.6495, grad_norm: 6.0675 2021-01-26 15:24:55,378 - mmaction - INFO - Epoch [1][280/3757] lr: 1.000e-02, eta: 9 days, 23:22:50, time: 1.564, data_time: 0.012, memory: 7136, top1_acc: 0.1133, top5_acc: 0.2859, loss_cls: 4.6038, loss: 4.6038, grad_norm: 6.0039 2021-01-26 15:25:35,359 - mmaction - INFO - Epoch [1][300/3757] lr: 1.000e-02, eta: 9 days, 21:18:57, time: 2.000, data_time: 0.014, memory: 7136, top1_acc: 0.1148, top5_acc: 0.2945, loss_cls: 4.5312, loss: 4.5312, grad_norm: 6.1868 2021-01-26 15:26:02,985 - mmaction - INFO - Epoch [1][320/3757] lr: 1.000e-02, eta: 9 days, 15:28:48, time: 1.382, data_time: 0.008, memory: 7136, top1_acc: 0.1234, top5_acc: 0.2953, loss_cls: 4.6070, loss: 4.6070, grad_norm: 6.0389 2021-01-26 15:26:42,699 - mmaction - INFO - Epoch [1][340/3757] lr: 1.000e-02, eta: 9 days, 14:01:10, time: 1.984, data_time: 0.009, memory: 7136, top1_acc: 0.1273, top5_acc: 0.3125, loss_cls: 4.4434, loss: 4.4434, grad_norm: 6.1822 2021-01-26 15:27:08,655 - mmaction - INFO - Epoch [1][360/3757] lr: 1.000e-02, eta: 9 days, 8:41:54, time: 1.290, data_time: 0.012, memory: 7136, top1_acc: 0.1250, top5_acc: 0.3016, loss_cls: 4.5756, loss: 4.5756, grad_norm: 6.1028 2021-01-26 15:27:39,145 - mmaction - INFO - Epoch [1][380/3757] lr: 1.000e-02, eta: 9 days, 5:06:59, time: 1.505, data_time: 0.023, memory: 7136, top1_acc: 0.1367, top5_acc: 0.3289, loss_cls: 4.4278, loss: 4.4278, grad_norm: 6.1581 2021-01-26 15:28:11,014 - mmaction - INFO - Epoch [1][400/3757] lr: 1.000e-02, eta: 9 days, 2:24:46, time: 1.604, data_time: 0.039, memory: 7136, top1_acc: 0.1313, top5_acc: 0.3031, loss_cls: 4.4236, loss: 4.4236, grad_norm: 6.1779 2021-01-26 15:28:53,771 - mmaction - INFO - Epoch [1][420/3757] lr: 1.000e-02, eta: 9 days, 2:43:55, time: 2.162, data_time: 0.052, memory: 7136, top1_acc: 0.1492, top5_acc: 0.3492, loss_cls: 4.3370, loss: 4.3370, grad_norm: 6.3172 2021-01-26 15:29:29,263 - mmaction - INFO - Epoch [1][440/3757] lr: 1.000e-02, eta: 9 days, 1:04:09, time: 1.750, data_time: 0.013, memory: 7136, top1_acc: 0.1445, top5_acc: 0.3312, loss_cls: 4.3385, loss: 4.3385, grad_norm: 6.3298 2021-01-26 15:30:04,314 - mmaction - INFO - Epoch [1][460/3757] lr: 1.000e-02, eta: 8 days, 23:36:13, time: 1.762, data_time: 0.035, memory: 7136, top1_acc: 0.1367, top5_acc: 0.3352, loss_cls: 4.3543, loss: 4.3543, grad_norm: 6.0955 2021-01-26 15:30:40,842 - mmaction - INFO - Epoch [1][480/3757] lr: 1.000e-02, eta: 8 days, 22:28:20, time: 1.811, data_time: 0.027, memory: 7136, top1_acc: 0.1328, top5_acc: 0.3508, loss_cls: 4.2773, loss: 4.2773, grad_norm: 6.2502 2021-01-26 15:31:20,839 - mmaction - INFO - Epoch [1][500/3757] lr: 1.000e-02, eta: 8 days, 22:19:21, time: 2.025, data_time: 0.033, memory: 7136, top1_acc: 0.1461, top5_acc: 0.3297, loss_cls: 4.2855, loss: 4.2855, grad_norm: 6.1766 2021-01-26 15:31:47,222 - mmaction - INFO - Epoch [1][520/3757] lr: 1.000e-02, eta: 8 days, 19:19:17, time: 1.311, data_time: 0.015, memory: 7136, top1_acc: 0.1531, top5_acc: 0.3406, loss_cls: 4.2882, loss: 4.2882, grad_norm: 6.2867 2021-01-26 15:32:16,937 - mmaction - INFO - Epoch [1][540/3757] lr: 1.000e-02, eta: 8 days, 17:15:29, time: 1.496, data_time: 0.019, memory: 7136, top1_acc: 0.1430, top5_acc: 0.3359, loss_cls: 4.3207, loss: 4.3207, grad_norm: 6.1209 2021-01-26 15:32:58,228 - mmaction - INFO - Epoch [1][560/3757] lr: 1.000e-02, eta: 8 days, 17:26:11, time: 2.059, data_time: 0.008, memory: 7136, top1_acc: 0.1516, top5_acc: 0.3578, loss_cls: 4.2163, loss: 4.2163, grad_norm: 6.2080 2021-01-26 15:33:40,058 - mmaction - INFO - Epoch [1][580/3757] lr: 1.000e-02, eta: 8 days, 17:44:23, time: 2.097, data_time: 0.018, memory: 7136, top1_acc: 0.1750, top5_acc: 0.3781, loss_cls: 4.1011, loss: 4.1011, grad_norm: 6.1564 2021-01-26 15:34:12,422 - mmaction - INFO - Epoch [1][600/3757] lr: 1.000e-02, eta: 8 days, 16:21:40, time: 1.619, data_time: 0.028, memory: 7136, top1_acc: 0.1570, top5_acc: 0.3492, loss_cls: 4.2468, loss: 4.2468, grad_norm: 6.1906 2021-01-26 15:34:40,298 - mmaction - INFO - Epoch [1][620/3757] lr: 1.000e-02, eta: 8 days, 14:19:17, time: 1.396, data_time: 0.006, memory: 7136, top1_acc: 0.1734, top5_acc: 0.3867, loss_cls: 4.1548, loss: 4.1548, grad_norm: 6.1967 2021-01-26 15:35:14,963 - mmaction - INFO - Epoch [1][640/3757] lr: 1.000e-02, eta: 8 days, 13:27:31, time: 1.719, data_time: 0.004, memory: 7136, top1_acc: 0.1594, top5_acc: 0.3570, loss_cls: 4.2086, loss: 4.2086, grad_norm: 5.9665 2021-01-26 15:35:49,790 - mmaction - INFO - Epoch [1][660/3757] lr: 1.000e-02, eta: 8 days, 12:43:11, time: 1.742, data_time: 0.017, memory: 7136, top1_acc: 0.1617, top5_acc: 0.3852, loss_cls: 4.1185, loss: 4.1185, grad_norm: 6.0090 2021-01-26 15:36:28,649 - mmaction - INFO - Epoch [1][680/3757] lr: 1.000e-02, eta: 8 days, 12:40:02, time: 1.952, data_time: 0.018, memory: 7136, top1_acc: 0.1688, top5_acc: 0.3922, loss_cls: 4.1059, loss: 4.1059, grad_norm: 5.9977 2021-01-26 15:37:09,759 - mmaction - INFO - Epoch [1][700/3757] lr: 1.000e-02, eta: 8 days, 12:51:53, time: 2.035, data_time: 0.011, memory: 7136, top1_acc: 0.1492, top5_acc: 0.3695, loss_cls: 4.1655, loss: 4.1655, grad_norm: 6.3440 2021-01-26 15:37:47,282 - mmaction - INFO - Epoch [1][720/3757] lr: 1.000e-02, eta: 8 days, 12:35:38, time: 1.877, data_time: 0.029, memory: 7136, top1_acc: 0.1859, top5_acc: 0.3914, loss_cls: 4.0368, loss: 4.0368, grad_norm: 6.2564 2021-01-26 15:38:21,456 - mmaction - INFO - Epoch [1][740/3757] lr: 1.000e-02, eta: 8 days, 11:54:42, time: 1.726, data_time: 0.034, memory: 7136, top1_acc: 0.1617, top5_acc: 0.3602, loss_cls: 4.1625, loss: 4.1625, grad_norm: 6.0117 2021-01-26 15:38:55,956 - mmaction - INFO - Epoch [1][760/3757] lr: 1.000e-02, eta: 8 days, 11:17:06, time: 1.733, data_time: 0.012, memory: 7136, top1_acc: 0.1844, top5_acc: 0.3922, loss_cls: 4.1013, loss: 4.1013, grad_norm: 6.1898 2021-01-26 15:39:41,383 - mmaction - INFO - Epoch [1][780/3757] lr: 1.000e-02, eta: 8 days, 12:06:45, time: 2.266, data_time: 0.003, memory: 7136, top1_acc: 0.1477, top5_acc: 0.3750, loss_cls: 4.1258, loss: 4.1258, grad_norm: 6.3592 2021-01-26 15:40:16,568 - mmaction - INFO - Epoch [1][800/3757] lr: 1.000e-02, eta: 8 days, 11:35:03, time: 1.761, data_time: 0.007, memory: 7136, top1_acc: 0.1695, top5_acc: 0.3883, loss_cls: 4.0572, loss: 4.0572, grad_norm: 6.1869 2021-01-26 15:40:59,750 - mmaction - INFO - Epoch [1][820/3757] lr: 1.000e-02, eta: 8 days, 12:06:04, time: 2.163, data_time: 0.008, memory: 7136, top1_acc: 0.1922, top5_acc: 0.4039, loss_cls: 3.9277, loss: 3.9277, grad_norm: 5.9182 2021-01-26 15:41:33,303 - mmaction - INFO - Epoch [1][840/3757] lr: 1.000e-02, eta: 8 days, 11:20:21, time: 1.657, data_time: 0.002, memory: 7136, top1_acc: 0.1773, top5_acc: 0.4016, loss_cls: 4.0118, loss: 4.0118, grad_norm: 5.9771 2021-01-26 15:42:09,502 - mmaction - INFO - Epoch [1][860/3757] lr: 1.000e-02, eta: 8 days, 11:01:26, time: 1.827, data_time: 0.022, memory: 7136, top1_acc: 0.1992, top5_acc: 0.4148, loss_cls: 3.9227, loss: 3.9227, grad_norm: 5.9634 2021-01-26 15:42:44,517 - mmaction - INFO - Epoch [1][880/3757] lr: 1.000e-02, eta: 8 days, 10:30:16, time: 1.735, data_time: 0.013, memory: 7136, top1_acc: 0.1812, top5_acc: 0.4078, loss_cls: 3.9226, loss: 3.9226, grad_norm: 6.2223 2021-01-26 15:43:25,089 - mmaction - INFO - Epoch [1][900/3757] lr: 1.000e-02, eta: 8 days, 10:41:47, time: 2.033, data_time: 0.028, memory: 7136, top1_acc: 0.1961, top5_acc: 0.4141, loss_cls: 3.9479, loss: 3.9479, grad_norm: 6.3084 2021-01-26 15:44:05,978 - mmaction - INFO - Epoch [1][920/3757] lr: 1.000e-02, eta: 8 days, 10:56:24, time: 2.059, data_time: 0.035, memory: 7136, top1_acc: 0.1812, top5_acc: 0.4148, loss_cls: 3.9689, loss: 3.9689, grad_norm: 6.0283 2021-01-26 15:44:44,498 - mmaction - INFO - Epoch [1][940/3757] lr: 1.000e-02, eta: 8 days, 10:51:37, time: 1.918, data_time: 0.003, memory: 7136, top1_acc: 0.1938, top5_acc: 0.4234, loss_cls: 3.9035, loss: 3.9035, grad_norm: 6.0689 2021-01-26 15:45:29,069 - mmaction - INFO - Epoch [1][960/3757] lr: 1.000e-02, eta: 8 days, 11:27:35, time: 2.230, data_time: 0.012, memory: 7136, top1_acc: 0.1977, top5_acc: 0.4172, loss_cls: 3.9451, loss: 3.9451, grad_norm: 6.0465 2021-01-26 15:46:09,653 - mmaction - INFO - Epoch [1][980/3757] lr: 1.000e-02, eta: 8 days, 11:35:18, time: 2.020, data_time: 0.015, memory: 7136, top1_acc: 0.2172, top5_acc: 0.4352, loss_cls: 3.7700, loss: 3.7700, grad_norm: 6.1146 2021-01-26 15:46:41,739 - mmaction - INFO - Epoch [1][1000/3757] lr: 1.000e-02, eta: 8 days, 10:52:00, time: 1.615, data_time: 0.017, memory: 7136, top1_acc: 0.1922, top5_acc: 0.3922, loss_cls: 4.0471, loss: 4.0471, grad_norm: 6.0936 2021-01-26 15:47:29,212 - mmaction - INFO - Epoch [1][1020/3757] lr: 1.000e-02, eta: 8 days, 11:43:46, time: 2.377, data_time: 0.011, memory: 7136, top1_acc: 0.2070, top5_acc: 0.4422, loss_cls: 3.7979, loss: 3.7979, grad_norm: 6.0122 2021-01-26 15:48:11,120 - mmaction - INFO - Epoch [1][1040/3757] lr: 1.000e-02, eta: 8 days, 11:59:31, time: 2.094, data_time: 0.004, memory: 7136, top1_acc: 0.2203, top5_acc: 0.4500, loss_cls: 3.7446, loss: 3.7446, grad_norm: 6.1761 2021-01-26 15:48:52,220 - mmaction - INFO - Epoch [1][1060/3757] lr: 1.000e-02, eta: 8 days, 12:09:52, time: 2.054, data_time: 0.013, memory: 7136, top1_acc: 0.2016, top5_acc: 0.4242, loss_cls: 3.8481, loss: 3.8481, grad_norm: 6.2151 2021-01-26 15:49:28,969 - mmaction - INFO - Epoch [1][1080/3757] lr: 1.000e-02, eta: 8 days, 11:54:35, time: 1.835, data_time: 0.012, memory: 7136, top1_acc: 0.1969, top5_acc: 0.4078, loss_cls: 3.9054, loss: 3.9054, grad_norm: 5.9636 2021-01-26 15:49:55,529 - mmaction - INFO - Epoch [1][1100/3757] lr: 1.000e-02, eta: 8 days, 10:42:31, time: 1.330, data_time: 0.008, memory: 7136, top1_acc: 0.2016, top5_acc: 0.4273, loss_cls: 3.8645, loss: 3.8645, grad_norm: 6.2448 2021-01-26 15:50:25,189 - mmaction - INFO - Epoch [1][1120/3757] lr: 1.000e-02, eta: 8 days, 9:49:46, time: 1.481, data_time: 0.009, memory: 7136, top1_acc: 0.2055, top5_acc: 0.4258, loss_cls: 3.8414, loss: 3.8414, grad_norm: 6.1330 2021-01-26 15:50:57,087 - mmaction - INFO - Epoch [1][1140/3757] lr: 1.000e-02, eta: 8 days, 9:10:24, time: 1.586, data_time: 0.008, memory: 7136, top1_acc: 0.2062, top5_acc: 0.4391, loss_cls: 3.8438, loss: 3.8438, grad_norm: 5.9780 2021-01-26 15:51:28,174 - mmaction - INFO - Epoch [1][1160/3757] lr: 1.000e-02, eta: 8 days, 8:29:28, time: 1.559, data_time: 0.016, memory: 7136, top1_acc: 0.2094, top5_acc: 0.4398, loss_cls: 3.8261, loss: 3.8261, grad_norm: 5.9059 2021-01-26 15:52:11,944 - mmaction - INFO - Epoch [1][1180/3757] lr: 1.000e-02, eta: 8 days, 8:53:30, time: 2.160, data_time: 0.012, memory: 7136, top1_acc: 0.2023, top5_acc: 0.4328, loss_cls: 3.8557, loss: 3.8557, grad_norm: 6.1255 2021-01-26 15:52:50,605 - mmaction - INFO - Epoch [1][1200/3757] lr: 1.000e-02, eta: 8 days, 8:56:14, time: 1.964, data_time: 0.042, memory: 7136, top1_acc: 0.2062, top5_acc: 0.4227, loss_cls: 3.8433, loss: 3.8433, grad_norm: 6.0216 2021-01-26 15:53:35,393 - mmaction - INFO - Epoch [1][1220/3757] lr: 1.000e-02, eta: 8 days, 9:26:38, time: 2.235, data_time: 0.010, memory: 7136, top1_acc: 0.2125, top5_acc: 0.4344, loss_cls: 3.7820, loss: 3.7820, grad_norm: 6.0515 2021-01-26 15:54:23,315 - mmaction - INFO - Epoch [1][1240/3757] lr: 1.000e-02, eta: 8 days, 10:13:19, time: 2.407, data_time: 0.037, memory: 7136, top1_acc: 0.2094, top5_acc: 0.4469, loss_cls: 3.7862, loss: 3.7862, grad_norm: 6.2098 2021-01-26 15:55:00,025 - mmaction - INFO - Epoch [1][1260/3757] lr: 1.000e-02, eta: 8 days, 9:59:26, time: 1.811, data_time: 0.012, memory: 7136, top1_acc: 0.2250, top5_acc: 0.4234, loss_cls: 3.8128, loss: 3.8128, grad_norm: 5.9637 2021-01-26 15:55:33,199 - mmaction - INFO - Epoch [1][1280/3757] lr: 1.000e-02, eta: 8 days, 9:32:19, time: 1.670, data_time: 0.043, memory: 7136, top1_acc: 0.2141, top5_acc: 0.4672, loss_cls: 3.7364, loss: 3.7364, grad_norm: 5.9390 2021-01-26 15:56:15,568 - mmaction - INFO - Epoch [1][1300/3757] lr: 1.000e-02, eta: 8 days, 9:47:46, time: 2.105, data_time: 0.024, memory: 7136, top1_acc: 0.2117, top5_acc: 0.4523, loss_cls: 3.7448, loss: 3.7448, grad_norm: 6.0922 2021-01-26 15:56:52,078 - mmaction - INFO - Epoch [1][1320/3757] lr: 1.000e-02, eta: 8 days, 9:38:27, time: 1.849, data_time: 0.038, memory: 7136, top1_acc: 0.2109, top5_acc: 0.4359, loss_cls: 3.7816, loss: 3.7816, grad_norm: 6.0660 2021-01-26 15:57:36,930 - mmaction - INFO - Epoch [1][1340/3757] lr: 1.000e-02, eta: 8 days, 10:06:10, time: 2.244, data_time: 0.008, memory: 7136, top1_acc: 0.2250, top5_acc: 0.4680, loss_cls: 3.6566, loss: 3.6566, grad_norm: 6.0288 2021-01-26 15:58:05,164 - mmaction - INFO - Epoch [1][1360/3757] lr: 1.000e-02, eta: 8 days, 9:16:43, time: 1.412, data_time: 0.015, memory: 7136, top1_acc: 0.2289, top5_acc: 0.4859, loss_cls: 3.5836, loss: 3.5836, grad_norm: 5.9974 2021-01-26 15:58:39,659 - mmaction - INFO - Epoch [1][1380/3757] lr: 1.000e-02, eta: 8 days, 8:57:16, time: 1.728, data_time: 0.007, memory: 7136, top1_acc: 0.2188, top5_acc: 0.4469, loss_cls: 3.7562, loss: 3.7562, grad_norm: 5.8918 2021-01-26 15:59:11,923 - mmaction - INFO - Epoch [1][1400/3757] lr: 1.000e-02, eta: 8 days, 8:27:43, time: 1.608, data_time: 0.016, memory: 7136, top1_acc: 0.2070, top5_acc: 0.4672, loss_cls: 3.7328, loss: 3.7328, grad_norm: 5.9388 2021-01-26 15:59:41,483 - mmaction - INFO - Epoch [1][1420/3757] lr: 1.000e-02, eta: 8 days, 7:47:42, time: 1.480, data_time: 0.007, memory: 7136, top1_acc: 0.2406, top5_acc: 0.4953, loss_cls: 3.5779, loss: 3.5779, grad_norm: 6.0279 2021-01-26 16:00:21,256 - mmaction - INFO - Epoch [1][1440/3757] lr: 1.000e-02, eta: 8 days, 7:53:06, time: 1.991, data_time: 0.006, memory: 7136, top1_acc: 0.2359, top5_acc: 0.4852, loss_cls: 3.6084, loss: 3.6084, grad_norm: 6.1479 2021-01-26 16:01:03,485 - mmaction - INFO - Epoch [1][1460/3757] lr: 1.000e-02, eta: 8 days, 8:07:59, time: 2.105, data_time: 0.019, memory: 7136, top1_acc: 0.2359, top5_acc: 0.4813, loss_cls: 3.6028, loss: 3.6028, grad_norm: 6.2393 2021-01-26 16:01:32,694 - mmaction - INFO - Epoch [1][1480/3757] lr: 1.000e-02, eta: 8 days, 7:28:47, time: 1.468, data_time: 0.015, memory: 7136, top1_acc: 0.2227, top5_acc: 0.4391, loss_cls: 3.7679, loss: 3.7679, grad_norm: 6.0055 2021-01-26 16:02:17,495 - mmaction - INFO - Epoch [1][1500/3757] lr: 1.000e-02, eta: 8 days, 7:54:17, time: 2.233, data_time: 0.008, memory: 7136, top1_acc: 0.2539, top5_acc: 0.4797, loss_cls: 3.6462, loss: 3.6462, grad_norm: 5.9840 2021-01-26 16:02:42,086 - mmaction - INFO - Epoch [1][1520/3757] lr: 1.000e-02, eta: 8 days, 6:57:16, time: 1.236, data_time: 0.013, memory: 7136, top1_acc: 0.2320, top5_acc: 0.4875, loss_cls: 3.6071, loss: 3.6071, grad_norm: 5.9884 2021-01-26 16:03:20,670 - mmaction - INFO - Epoch [1][1540/3757] lr: 1.000e-02, eta: 8 days, 6:57:41, time: 1.927, data_time: 0.002, memory: 7136, top1_acc: 0.2234, top5_acc: 0.4672, loss_cls: 3.6866, loss: 3.6866, grad_norm: 6.1646 2021-01-26 16:03:53,933 - mmaction - INFO - Epoch [1][1560/3757] lr: 1.000e-02, eta: 8 days, 6:36:22, time: 1.656, data_time: 0.005, memory: 7136, top1_acc: 0.2398, top5_acc: 0.4828, loss_cls: 3.5836, loss: 3.5836, grad_norm: 6.0649 2021-01-26 16:04:27,644 - mmaction - INFO - Epoch [1][1580/3757] lr: 1.000e-02, eta: 8 days, 6:18:41, time: 1.695, data_time: 0.019, memory: 7136, top1_acc: 0.2258, top5_acc: 0.4664, loss_cls: 3.6291, loss: 3.6291, grad_norm: 6.0515 2021-01-26 16:05:11,721 - mmaction - INFO - Epoch [1][1600/3757] lr: 1.000e-02, eta: 8 days, 6:39:53, time: 2.188, data_time: 0.009, memory: 7136, top1_acc: 0.2203, top5_acc: 0.4750, loss_cls: 3.6365, loss: 3.6365, grad_norm: 5.8056 2021-01-26 16:05:44,764 - mmaction - INFO - Epoch [1][1620/3757] lr: 1.000e-02, eta: 8 days, 6:19:39, time: 1.657, data_time: 0.023, memory: 7136, top1_acc: 0.2172, top5_acc: 0.4594, loss_cls: 3.6653, loss: 3.6653, grad_norm: 5.8076 2021-01-26 16:06:25,502 - mmaction - INFO - Epoch [1][1640/3757] lr: 1.000e-02, eta: 8 days, 6:28:37, time: 2.035, data_time: 0.023, memory: 7136, top1_acc: 0.2281, top5_acc: 0.4813, loss_cls: 3.6140, loss: 3.6140, grad_norm: 5.9550 2021-01-26 16:07:11,848 - mmaction - INFO - Epoch [1][1660/3757] lr: 1.000e-02, eta: 8 days, 6:57:16, time: 2.300, data_time: 0.015, memory: 7136, top1_acc: 0.2586, top5_acc: 0.4805, loss_cls: 3.5696, loss: 3.5696, grad_norm: 5.9806 2021-01-26 16:07:40,433 - mmaction - INFO - Epoch [1][1680/3757] lr: 1.000e-02, eta: 8 days, 6:22:29, time: 1.455, data_time: 0.031, memory: 7136, top1_acc: 0.2383, top5_acc: 0.4727, loss_cls: 3.6224, loss: 3.6224, grad_norm: 6.0498 2021-01-26 16:08:23,868 - mmaction - INFO - Epoch [1][1700/3757] lr: 1.000e-02, eta: 8 days, 6:41:21, time: 2.175, data_time: 0.010, memory: 7136, top1_acc: 0.2188, top5_acc: 0.4836, loss_cls: 3.6195, loss: 3.6195, grad_norm: 5.9311 2021-01-26 16:08:58,802 - mmaction - INFO - Epoch [1][1720/3757] lr: 1.000e-02, eta: 8 days, 6:27:29, time: 1.730, data_time: 0.008, memory: 7136, top1_acc: 0.2461, top5_acc: 0.4898, loss_cls: 3.6113, loss: 3.6113, grad_norm: 5.9639 2021-01-26 16:09:35,812 - mmaction - INFO - Epoch [1][1740/3757] lr: 1.000e-02, eta: 8 days, 6:22:01, time: 1.843, data_time: 0.024, memory: 7136, top1_acc: 0.2484, top5_acc: 0.4898, loss_cls: 3.5436, loss: 3.5436, grad_norm: 5.8861 2021-01-26 16:10:22,259 - mmaction - INFO - Epoch [1][1760/3757] lr: 1.000e-02, eta: 8 days, 6:52:20, time: 2.347, data_time: 0.057, memory: 7136, top1_acc: 0.2562, top5_acc: 0.5109, loss_cls: 3.5207, loss: 3.5207, grad_norm: 6.1617 2021-01-26 16:10:50,309 - mmaction - INFO - Epoch [1][1780/3757] lr: 1.000e-02, eta: 8 days, 6:15:16, time: 1.394, data_time: 0.004, memory: 7136, top1_acc: 0.2500, top5_acc: 0.4867, loss_cls: 3.5681, loss: 3.5681, grad_norm: 5.9918 2021-01-26 16:11:34,616 - mmaction - INFO - Epoch [1][1800/3757] lr: 1.000e-02, eta: 8 days, 6:35:23, time: 2.208, data_time: 0.014, memory: 7136, top1_acc: 0.2305, top5_acc: 0.4820, loss_cls: 3.5967, loss: 3.5967, grad_norm: 6.0650 2021-01-26 16:12:06,236 - mmaction - INFO - Epoch [1][1820/3757] lr: 1.000e-02, eta: 8 days, 6:13:05, time: 1.596, data_time: 0.016, memory: 7136, top1_acc: 0.2469, top5_acc: 0.4891, loss_cls: 3.5382, loss: 3.5382, grad_norm: 6.2062 2021-01-26 16:12:46,480 - mmaction - INFO - Epoch [1][1840/3757] lr: 1.000e-02, eta: 8 days, 6:18:18, time: 1.995, data_time: 0.016, memory: 7136, top1_acc: 0.2406, top5_acc: 0.4930, loss_cls: 3.5126, loss: 3.5126, grad_norm: 6.0670 2021-01-26 16:13:24,561 - mmaction - INFO - Epoch [1][1860/3757] lr: 1.000e-02, eta: 8 days, 6:17:39, time: 1.909, data_time: 0.028, memory: 7136, top1_acc: 0.2516, top5_acc: 0.4891, loss_cls: 3.4847, loss: 3.4847, grad_norm: 5.8981 2021-01-26 16:13:56,038 - mmaction - INFO - Epoch [1][1880/3757] lr: 1.000e-02, eta: 8 days, 5:55:15, time: 1.581, data_time: 0.022, memory: 7136, top1_acc: 0.2477, top5_acc: 0.4906, loss_cls: 3.6367, loss: 3.6367, grad_norm: 5.9323 2021-01-26 16:14:40,812 - mmaction - INFO - Epoch [1][1900/3757] lr: 1.000e-02, eta: 8 days, 6:16:37, time: 2.241, data_time: 0.008, memory: 7136, top1_acc: 0.2328, top5_acc: 0.5133, loss_cls: 3.4900, loss: 3.4900, grad_norm: 5.8772 2021-01-26 16:15:11,204 - mmaction - INFO - Epoch [1][1920/3757] lr: 1.000e-02, eta: 8 days, 5:50:15, time: 1.513, data_time: 0.002, memory: 7136, top1_acc: 0.2578, top5_acc: 0.5031, loss_cls: 3.4819, loss: 3.4819, grad_norm: 6.2838 2021-01-26 16:15:50,021 - mmaction - INFO - Epoch [1][1940/3757] lr: 1.000e-02, eta: 8 days, 5:50:51, time: 1.924, data_time: 0.022, memory: 7136, top1_acc: 0.2672, top5_acc: 0.5234, loss_cls: 3.4876, loss: 3.4876, grad_norm: 5.9759 2021-01-26 16:16:27,323 - mmaction - INFO - Epoch [1][1960/3757] lr: 1.000e-02, eta: 8 days, 5:48:39, time: 1.881, data_time: 0.034, memory: 7136, top1_acc: 0.2320, top5_acc: 0.4844, loss_cls: 3.6281, loss: 3.6281, grad_norm: 5.9956 2021-01-26 16:17:04,207 - mmaction - INFO - Epoch [1][1980/3757] lr: 1.000e-02, eta: 8 days, 5:43:23, time: 1.832, data_time: 0.008, memory: 7136, top1_acc: 0.2570, top5_acc: 0.4938, loss_cls: 3.5530, loss: 3.5530, grad_norm: 5.8364 2021-01-26 16:17:32,047 - mmaction - INFO - Epoch [1][2000/3757] lr: 1.000e-02, eta: 8 days, 5:11:43, time: 1.406, data_time: 0.024, memory: 7136, top1_acc: 0.2398, top5_acc: 0.4945, loss_cls: 3.5463, loss: 3.5463, grad_norm: 5.8345 2021-01-26 16:18:17,484 - mmaction - INFO - Epoch [1][2020/3757] lr: 1.000e-02, eta: 8 days, 5:32:35, time: 2.248, data_time: 0.011, memory: 7136, top1_acc: 0.2797, top5_acc: 0.5258, loss_cls: 3.3742, loss: 3.3742, grad_norm: 5.7696 2021-01-26 16:18:56,748 - mmaction - INFO - Epoch [1][2040/3757] lr: 1.000e-02, eta: 8 days, 5:35:39, time: 1.964, data_time: 0.034, memory: 7136, top1_acc: 0.2359, top5_acc: 0.4883, loss_cls: 3.5518, loss: 3.5518, grad_norm: 6.0340 2021-01-26 16:19:30,864 - mmaction - INFO - Epoch [1][2060/3757] lr: 1.000e-02, eta: 8 days, 5:24:23, time: 1.728, data_time: 0.029, memory: 7136, top1_acc: 0.2484, top5_acc: 0.5016, loss_cls: 3.4932, loss: 3.4932, grad_norm: 5.7833 2021-01-26 16:20:00,697 - mmaction - INFO - Epoch [1][2080/3757] lr: 1.000e-02, eta: 8 days, 4:58:10, time: 1.475, data_time: 0.006, memory: 7136, top1_acc: 0.2523, top5_acc: 0.5258, loss_cls: 3.4443, loss: 3.4443, grad_norm: 6.3013 2021-01-26 16:20:32,031 - mmaction - INFO - Epoch [1][2100/3757] lr: 1.000e-02, eta: 8 days, 4:38:28, time: 1.576, data_time: 0.026, memory: 7136, top1_acc: 0.2625, top5_acc: 0.5156, loss_cls: 3.4238, loss: 3.4238, grad_norm: 5.9589 2021-01-26 16:21:10,461 - mmaction - INFO - Epoch [1][2120/3757] lr: 1.000e-02, eta: 8 days, 4:39:19, time: 1.920, data_time: 0.016, memory: 7136, top1_acc: 0.2617, top5_acc: 0.5094, loss_cls: 3.4552, loss: 3.4552, grad_norm: 5.9490 2021-01-26 16:21:39,116 - mmaction - INFO - Epoch [1][2140/3757] lr: 1.000e-02, eta: 8 days, 4:11:58, time: 1.436, data_time: 0.017, memory: 7136, top1_acc: 0.2883, top5_acc: 0.5344, loss_cls: 3.3548, loss: 3.3548, grad_norm: 6.1598 2021-01-26 16:22:15,874 - mmaction - INFO - Epoch [1][2160/3757] lr: 1.000e-02, eta: 8 days, 4:07:39, time: 1.827, data_time: 0.018, memory: 7136, top1_acc: 0.2703, top5_acc: 0.5211, loss_cls: 3.3922, loss: 3.3922, grad_norm: 5.8677 2021-01-26 16:22:45,643 - mmaction - INFO - Epoch [1][2180/3757] lr: 1.000e-02, eta: 8 days, 3:45:07, time: 1.506, data_time: 0.023, memory: 7136, top1_acc: 0.2609, top5_acc: 0.5250, loss_cls: 3.4497, loss: 3.4497, grad_norm: 5.7922 2021-01-26 16:23:25,668 - mmaction - INFO - Epoch [1][2200/3757] lr: 1.000e-02, eta: 8 days, 3:49:49, time: 1.981, data_time: 0.006, memory: 7136, top1_acc: 0.2539, top5_acc: 0.5195, loss_cls: 3.4715, loss: 3.4715, grad_norm: 6.0308 2021-01-26 16:24:07,597 - mmaction - INFO - Epoch [1][2220/3757] lr: 1.000e-02, eta: 8 days, 4:02:12, time: 2.120, data_time: 0.044, memory: 7136, top1_acc: 0.2578, top5_acc: 0.5086, loss_cls: 3.4760, loss: 3.4760, grad_norm: 6.0561 2021-01-26 16:24:48,064 - mmaction - INFO - Epoch [1][2240/3757] lr: 1.000e-02, eta: 8 days, 4:07:56, time: 2.004, data_time: 0.004, memory: 7136, top1_acc: 0.2766, top5_acc: 0.5188, loss_cls: 3.3818, loss: 3.3818, grad_norm: 5.7779 2021-01-26 16:25:27,406 - mmaction - INFO - Epoch [1][2260/3757] lr: 1.000e-02, eta: 8 days, 4:12:25, time: 1.984, data_time: 0.028, memory: 7136, top1_acc: 0.2414, top5_acc: 0.4898, loss_cls: 3.5473, loss: 3.5473, grad_norm: 5.7902 2021-01-26 16:25:55,278 - mmaction - INFO - Epoch [1][2280/3757] lr: 1.000e-02, eta: 8 days, 3:44:34, time: 1.393, data_time: 0.007, memory: 7136, top1_acc: 0.2742, top5_acc: 0.5234, loss_cls: 3.3411, loss: 3.3411, grad_norm: 5.9969 2021-01-26 16:26:23,314 - mmaction - INFO - Epoch [1][2300/3757] lr: 1.000e-02, eta: 8 days, 3:17:39, time: 1.401, data_time: 0.006, memory: 7136, top1_acc: 0.2578, top5_acc: 0.5242, loss_cls: 3.4620, loss: 3.4620, grad_norm: 5.8194 2021-01-26 16:27:06,177 - mmaction - INFO - Epoch [1][2320/3757] lr: 1.000e-02, eta: 8 days, 3:30:58, time: 2.143, data_time: 0.011, memory: 7136, top1_acc: 0.2703, top5_acc: 0.5008, loss_cls: 3.4222, loss: 3.4222, grad_norm: 6.1109 2021-01-26 16:27:40,430 - mmaction - INFO - Epoch [1][2340/3757] lr: 1.000e-02, eta: 8 days, 3:20:00, time: 1.691, data_time: 0.007, memory: 7136, top1_acc: 0.2523, top5_acc: 0.5078, loss_cls: 3.4841, loss: 3.4841, grad_norm: 5.9801 2021-01-26 16:28:18,658 - mmaction - INFO - Epoch [1][2360/3757] lr: 1.000e-02, eta: 8 days, 3:20:48, time: 1.910, data_time: 0.035, memory: 7136, top1_acc: 0.2680, top5_acc: 0.5258, loss_cls: 3.3822, loss: 3.3822, grad_norm: 5.7444 2021-01-26 16:28:47,102 - mmaction - INFO - Epoch [1][2380/3757] lr: 1.000e-02, eta: 8 days, 2:57:13, time: 1.445, data_time: 0.030, memory: 7136, top1_acc: 0.2586, top5_acc: 0.5164, loss_cls: 3.4692, loss: 3.4692, grad_norm: 5.7261 2021-01-26 16:29:15,117 - mmaction - INFO - Epoch [1][2400/3757] lr: 1.000e-02, eta: 8 days, 2:31:42, time: 1.400, data_time: 0.009, memory: 7136, top1_acc: 0.2750, top5_acc: 0.5117, loss_cls: 3.3392, loss: 3.3392, grad_norm: 5.8072 2021-01-26 16:29:47,979 - mmaction - INFO - Epoch [1][2420/3757] lr: 1.000e-02, eta: 8 days, 2:18:52, time: 1.638, data_time: 0.008, memory: 7136, top1_acc: 0.2844, top5_acc: 0.5359, loss_cls: 3.3603, loss: 3.3603, grad_norm: 5.9928 2021-01-26 16:30:16,190 - mmaction - INFO - Epoch [1][2440/3757] lr: 1.000e-02, eta: 8 days, 1:54:22, time: 1.406, data_time: 0.013, memory: 7136, top1_acc: 0.2758, top5_acc: 0.5227, loss_cls: 3.3704, loss: 3.3704, grad_norm: 5.8976 2021-01-26 16:30:54,710 - mmaction - INFO - Epoch [1][2460/3757] lr: 1.000e-02, eta: 8 days, 1:55:58, time: 1.914, data_time: 0.018, memory: 7136, top1_acc: 0.2664, top5_acc: 0.5219, loss_cls: 3.4283, loss: 3.4283, grad_norm: 6.0426 2021-01-26 16:31:31,969 - mmaction - INFO - Epoch [1][2480/3757] lr: 1.000e-02, eta: 8 days, 1:55:20, time: 1.870, data_time: 0.043, memory: 7136, top1_acc: 0.2766, top5_acc: 0.5312, loss_cls: 3.3460, loss: 3.3460, grad_norm: 5.9995 2021-01-26 16:32:11,581 - mmaction - INFO - Epoch [1][2500/3757] lr: 1.000e-02, eta: 8 days, 2:00:28, time: 1.986, data_time: 0.030, memory: 7136, top1_acc: 0.2656, top5_acc: 0.5156, loss_cls: 3.4493, loss: 3.4493, grad_norm: 5.8577 2021-01-26 16:32:47,597 - mmaction - INFO - Epoch [1][2520/3757] lr: 1.000e-02, eta: 8 days, 1:56:42, time: 1.808, data_time: 0.017, memory: 7136, top1_acc: 0.2641, top5_acc: 0.5359, loss_cls: 3.3720, loss: 3.3720, grad_norm: 6.2979 2021-01-26 16:33:17,525 - mmaction - INFO - Epoch [1][2540/3757] lr: 1.000e-02, eta: 8 days, 1:38:03, time: 1.503, data_time: 0.016, memory: 7136, top1_acc: 0.2977, top5_acc: 0.5398, loss_cls: 3.2884, loss: 3.2884, grad_norm: 5.8181 2021-01-26 16:33:46,329 - mmaction - INFO - Epoch [1][2560/3757] lr: 1.000e-02, eta: 8 days, 1:16:22, time: 1.435, data_time: 0.003, memory: 7136, top1_acc: 0.2750, top5_acc: 0.5352, loss_cls: 3.3244, loss: 3.3244, grad_norm: 5.8703 2021-01-26 16:34:15,700 - mmaction - INFO - Epoch [1][2580/3757] lr: 1.000e-02, eta: 8 days, 0:56:41, time: 1.469, data_time: 0.009, memory: 7136, top1_acc: 0.2883, top5_acc: 0.5539, loss_cls: 3.2825, loss: 3.2825, grad_norm: 5.8709 2021-01-26 16:34:55,684 - mmaction - INFO - Epoch [1][2600/3757] lr: 1.000e-02, eta: 8 days, 1:02:46, time: 2.002, data_time: 0.012, memory: 7136, top1_acc: 0.2625, top5_acc: 0.5141, loss_cls: 3.4647, loss: 3.4647, grad_norm: 5.8579 2021-01-26 16:35:34,960 - mmaction - INFO - Epoch [1][2620/3757] lr: 1.000e-02, eta: 8 days, 1:06:55, time: 1.963, data_time: 0.008, memory: 7136, top1_acc: 0.3016, top5_acc: 0.5406, loss_cls: 3.2901, loss: 3.2901, grad_norm: 5.9232 2021-01-26 16:36:04,927 - mmaction - INFO - Epoch [1][2640/3757] lr: 1.000e-02, eta: 8 days, 0:49:15, time: 1.501, data_time: 0.023, memory: 7136, top1_acc: 0.2672, top5_acc: 0.5016, loss_cls: 3.4220, loss: 3.4220, grad_norm: 5.8567 2021-01-26 16:36:43,375 - mmaction - INFO - Epoch [1][2660/3757] lr: 1.000e-02, eta: 8 days, 0:50:40, time: 1.904, data_time: 0.006, memory: 7136, top1_acc: 0.2711, top5_acc: 0.5344, loss_cls: 3.4233, loss: 3.4233, grad_norm: 6.0225 2021-01-26 16:37:11,444 - mmaction - INFO - Epoch [1][2680/3757] lr: 1.000e-02, eta: 8 days, 0:28:57, time: 1.406, data_time: 0.024, memory: 7136, top1_acc: 0.2672, top5_acc: 0.5203, loss_cls: 3.3744, loss: 3.3744, grad_norm: 5.7467 2021-01-26 16:37:38,856 - mmaction - INFO - Epoch [1][2700/3757] lr: 1.000e-02, eta: 8 days, 0:06:18, time: 1.379, data_time: 0.035, memory: 7136, top1_acc: 0.2906, top5_acc: 0.5203, loss_cls: 3.3682, loss: 3.3682, grad_norm: 6.0265 2021-01-26 16:38:09,171 - mmaction - INFO - Epoch [1][2720/3757] lr: 1.000e-02, eta: 7 days, 23:50:03, time: 1.512, data_time: 0.009, memory: 7136, top1_acc: 0.2578, top5_acc: 0.5344, loss_cls: 3.3819, loss: 3.3819, grad_norm: 6.0651 2021-01-26 16:38:51,762 - mmaction - INFO - Epoch [1][2740/3757] lr: 1.000e-02, eta: 8 days, 0:01:48, time: 2.124, data_time: 0.013, memory: 7136, top1_acc: 0.3055, top5_acc: 0.5469, loss_cls: 3.2594, loss: 3.2594, grad_norm: 5.9070 2021-01-26 16:39:32,195 - mmaction - INFO - Epoch [1][2760/3757] lr: 1.000e-02, eta: 8 days, 0:09:25, time: 2.037, data_time: 0.018, memory: 7136, top1_acc: 0.2766, top5_acc: 0.5578, loss_cls: 3.2945, loss: 3.2945, grad_norm: 5.9877 2021-01-26 16:40:05,029 - mmaction - INFO - Epoch [1][2780/3757] lr: 1.000e-02, eta: 7 days, 23:59:19, time: 1.643, data_time: 0.004, memory: 7136, top1_acc: 0.2953, top5_acc: 0.5539, loss_cls: 3.2757, loss: 3.2757, grad_norm: 5.8107 2021-01-26 16:40:35,994 - mmaction - INFO - Epoch [1][2800/3757] lr: 1.000e-02, eta: 7 days, 23:44:56, time: 1.543, data_time: 0.010, memory: 7136, top1_acc: 0.2812, top5_acc: 0.5109, loss_cls: 3.3672, loss: 3.3672, grad_norm: 5.9348 2021-01-26 16:41:11,900 - mmaction - INFO - Epoch [1][2820/3757] lr: 1.000e-02, eta: 7 days, 23:41:11, time: 1.780, data_time: 0.009, memory: 7136, top1_acc: 0.2781, top5_acc: 0.5234, loss_cls: 3.3424, loss: 3.3424, grad_norm: 5.8738 2021-01-26 16:41:53,154 - mmaction - INFO - Epoch [1][2840/3757] lr: 1.000e-02, eta: 7 days, 23:50:09, time: 2.070, data_time: 0.025, memory: 7136, top1_acc: 0.2891, top5_acc: 0.5461, loss_cls: 3.2579, loss: 3.2579, grad_norm: 5.8826 2021-01-26 16:42:20,573 - mmaction - INFO - Epoch [1][2860/3757] lr: 1.000e-02, eta: 7 days, 23:28:08, time: 1.360, data_time: 0.033, memory: 7136, top1_acc: 0.2766, top5_acc: 0.5234, loss_cls: 3.3680, loss: 3.3680, grad_norm: 6.0727 2021-01-26 16:43:01,747 - mmaction - INFO - Epoch [1][2880/3757] lr: 1.000e-02, eta: 7 days, 23:35:49, time: 2.041, data_time: 0.030, memory: 7136, top1_acc: 0.3016, top5_acc: 0.5508, loss_cls: 3.2386, loss: 3.2386, grad_norm: 5.8982 2021-01-26 16:43:38,210 - mmaction - INFO - Epoch [1][2900/3757] lr: 1.000e-02, eta: 7 days, 23:34:00, time: 1.822, data_time: 0.051, memory: 7136, top1_acc: 0.2711, top5_acc: 0.5414, loss_cls: 3.3450, loss: 3.3450, grad_norm: 5.9382 2021-01-26 16:44:10,217 - mmaction - INFO - Epoch [1][2920/3757] lr: 1.000e-02, eta: 7 days, 23:23:51, time: 1.626, data_time: 0.046, memory: 7136, top1_acc: 0.2938, top5_acc: 0.5617, loss_cls: 3.3093, loss: 3.3093, grad_norm: 5.9723 2021-01-26 16:44:40,242 - mmaction - INFO - Epoch [1][2940/3757] lr: 1.000e-02, eta: 7 days, 23:08:13, time: 1.493, data_time: 0.019, memory: 7136, top1_acc: 0.3063, top5_acc: 0.5586, loss_cls: 3.2433, loss: 3.2433, grad_norm: 6.1567 2021-01-26 16:45:20,983 - mmaction - INFO - Epoch [1][2960/3757] lr: 1.000e-02, eta: 7 days, 23:16:39, time: 2.061, data_time: 0.030, memory: 7136, top1_acc: 0.2875, top5_acc: 0.5320, loss_cls: 3.2815, loss: 3.2815, grad_norm: 5.8058 2021-01-26 16:45:47,310 - mmaction - INFO - Epoch [1][2980/3757] lr: 1.000e-02, eta: 7 days, 22:53:56, time: 1.317, data_time: 0.002, memory: 7136, top1_acc: 0.2914, top5_acc: 0.5375, loss_cls: 3.3712, loss: 3.3712, grad_norm: 5.9034 2021-01-26 16:46:16,841 - mmaction - INFO - Epoch [1][3000/3757] lr: 1.000e-02, eta: 7 days, 22:37:48, time: 1.469, data_time: 0.004, memory: 7136, top1_acc: 0.2875, top5_acc: 0.5414, loss_cls: 3.3050, loss: 3.3050, grad_norm: 5.4902 2021-01-26 16:46:51,977 - mmaction - INFO - Epoch [1][3020/3757] lr: 1.000e-02, eta: 7 days, 22:33:19, time: 1.747, data_time: 0.013, memory: 7136, top1_acc: 0.2750, top5_acc: 0.5258, loss_cls: 3.3696, loss: 3.3696, grad_norm: 5.8782 2021-01-26 16:47:22,715 - mmaction - INFO - Epoch [1][3040/3757] lr: 1.000e-02, eta: 7 days, 22:20:27, time: 1.541, data_time: 0.019, memory: 7136, top1_acc: 0.2867, top5_acc: 0.5523, loss_cls: 3.2677, loss: 3.2677, grad_norm: 5.9384 2021-01-26 16:47:50,777 - mmaction - INFO - Epoch [1][3060/3757] lr: 1.000e-02, eta: 7 days, 22:02:29, time: 1.411, data_time: 0.022, memory: 7136, top1_acc: 0.2773, top5_acc: 0.5461, loss_cls: 3.3186, loss: 3.3186, grad_norm: 6.0294 2021-01-26 16:48:22,465 - mmaction - INFO - Epoch [1][3080/3757] lr: 1.000e-02, eta: 7 days, 21:51:53, time: 1.588, data_time: 0.021, memory: 7136, top1_acc: 0.2938, top5_acc: 0.5461, loss_cls: 3.2914, loss: 3.2914, grad_norm: 5.8864 2021-01-26 16:48:51,078 - mmaction - INFO - Epoch [1][3100/3757] lr: 1.000e-02, eta: 7 days, 21:34:53, time: 1.426, data_time: 0.001, memory: 7136, top1_acc: 0.2930, top5_acc: 0.5336, loss_cls: 3.2949, loss: 3.2949, grad_norm: 5.8435 2021-01-26 16:49:20,451 - mmaction - INFO - Epoch [1][3120/3757] lr: 1.000e-02, eta: 7 days, 21:19:28, time: 1.460, data_time: 0.007, memory: 7136, top1_acc: 0.2844, top5_acc: 0.5477, loss_cls: 3.2549, loss: 3.2549, grad_norm: 5.9976 2021-01-26 16:49:56,671 - mmaction - INFO - Epoch [1][3140/3757] lr: 1.000e-02, eta: 7 days, 21:18:35, time: 1.822, data_time: 0.018, memory: 7136, top1_acc: 0.2633, top5_acc: 0.5305, loss_cls: 3.3581, loss: 3.3581, grad_norm: 6.0381 2021-01-26 16:50:29,319 - mmaction - INFO - Epoch [1][3160/3757] lr: 1.000e-02, eta: 7 days, 21:10:00, time: 1.627, data_time: 0.008, memory: 7136, top1_acc: 0.3117, top5_acc: 0.5555, loss_cls: 3.1757, loss: 3.1757, grad_norm: 5.7932 2021-01-26 16:50:59,093 - mmaction - INFO - Epoch [1][3180/3757] lr: 1.000e-02, eta: 7 days, 20:55:52, time: 1.481, data_time: 0.013, memory: 7136, top1_acc: 0.3023, top5_acc: 0.5719, loss_cls: 3.1938, loss: 3.1938, grad_norm: 6.0876 2021-01-26 16:51:33,731 - mmaction - INFO - Epoch [1][3200/3757] lr: 1.000e-02, eta: 7 days, 20:52:02, time: 1.743, data_time: 0.017, memory: 7136, top1_acc: 0.3023, top5_acc: 0.5461, loss_cls: 3.2534, loss: 3.2534, grad_norm: 6.0395 2021-01-26 16:52:16,681 - mmaction - INFO - Epoch [1][3220/3757] lr: 1.000e-02, eta: 7 days, 21:04:01, time: 2.152, data_time: 0.017, memory: 7136, top1_acc: 0.3203, top5_acc: 0.5648, loss_cls: 3.2022, loss: 3.2022, grad_norm: 5.9619 2021-01-26 16:52:53,873 - mmaction - INFO - Epoch [1][3240/3757] lr: 1.000e-02, eta: 7 days, 21:04:22, time: 1.852, data_time: 0.002, memory: 7136, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.1951, loss: 3.1951, grad_norm: 6.1061 2021-01-26 16:53:29,356 - mmaction - INFO - Epoch [1][3260/3757] lr: 1.000e-02, eta: 7 days, 21:01:36, time: 1.771, data_time: 0.013, memory: 7136, top1_acc: 0.2883, top5_acc: 0.5391, loss_cls: 3.2619, loss: 3.2619, grad_norm: 6.0403 2021-01-26 16:53:56,272 - mmaction - INFO - Epoch [1][3280/3757] lr: 1.000e-02, eta: 7 days, 20:42:59, time: 1.351, data_time: 0.013, memory: 7136, top1_acc: 0.2922, top5_acc: 0.5594, loss_cls: 3.2526, loss: 3.2526, grad_norm: 5.7844 2021-01-26 16:54:26,060 - mmaction - INFO - Epoch [1][3300/3757] lr: 1.000e-02, eta: 7 days, 20:29:12, time: 1.474, data_time: 0.007, memory: 7136, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.1859, loss: 3.1859, grad_norm: 5.8962 2021-01-26 16:54:56,778 - mmaction - INFO - Epoch [1][3320/3757] lr: 1.000e-02, eta: 7 days, 20:18:24, time: 1.549, data_time: 0.022, memory: 7136, top1_acc: 0.3023, top5_acc: 0.5742, loss_cls: 3.1301, loss: 3.1301, grad_norm: 5.7260 2021-01-26 16:55:27,065 - mmaction - INFO - Epoch [1][3340/3757] lr: 1.000e-02, eta: 7 days, 20:06:07, time: 1.506, data_time: 0.011, memory: 7136, top1_acc: 0.2898, top5_acc: 0.5352, loss_cls: 3.2836, loss: 3.2836, grad_norm: 5.9397 2021-01-26 16:56:03,863 - mmaction - INFO - Epoch [1][3360/3757] lr: 1.000e-02, eta: 7 days, 20:05:49, time: 1.827, data_time: 0.023, memory: 7136, top1_acc: 0.3070, top5_acc: 0.5555, loss_cls: 3.1751, loss: 3.1751, grad_norm: 5.9287 2021-01-26 16:56:53,780 - mmaction - INFO - Epoch [1][3380/3757] lr: 1.000e-02, eta: 7 days, 20:31:07, time: 2.524, data_time: 0.031, memory: 7136, top1_acc: 0.3063, top5_acc: 0.5578, loss_cls: 3.1596, loss: 3.1596, grad_norm: 5.9514 2021-01-26 16:57:25,340 - mmaction - INFO - Epoch [1][3400/3757] lr: 1.000e-02, eta: 7 days, 20:21:27, time: 1.575, data_time: 0.011, memory: 7136, top1_acc: 0.2945, top5_acc: 0.5492, loss_cls: 3.3104, loss: 3.3104, grad_norm: 5.8921 2021-01-26 16:57:59,645 - mmaction - INFO - Epoch [1][3420/3757] lr: 1.000e-02, eta: 7 days, 20:16:31, time: 1.702, data_time: 0.009, memory: 7136, top1_acc: 0.3156, top5_acc: 0.5711, loss_cls: 3.1674, loss: 3.1674, grad_norm: 5.7012 2021-01-26 16:58:40,524 - mmaction - INFO - Epoch [1][3440/3757] lr: 1.000e-02, eta: 7 days, 20:23:54, time: 2.043, data_time: 0.027, memory: 7136, top1_acc: 0.2914, top5_acc: 0.5453, loss_cls: 3.2798, loss: 3.2798, grad_norm: 6.0326 2021-01-26 16:59:17,123 - mmaction - INFO - Epoch [1][3460/3757] lr: 1.000e-02, eta: 7 days, 20:24:13, time: 1.847, data_time: 0.019, memory: 7136, top1_acc: 0.3063, top5_acc: 0.5516, loss_cls: 3.2840, loss: 3.2840, grad_norm: 5.7115 2021-01-26 16:59:41,762 - mmaction - INFO - Epoch [1][3480/3757] lr: 1.000e-02, eta: 7 days, 20:02:30, time: 1.230, data_time: 0.004, memory: 7136, top1_acc: 0.3227, top5_acc: 0.5625, loss_cls: 3.1864, loss: 3.1864, grad_norm: 5.6803 2021-01-26 17:00:13,017 - mmaction - INFO - Epoch [1][3500/3757] lr: 1.000e-02, eta: 7 days, 19:52:43, time: 1.560, data_time: 0.005, memory: 7136, top1_acc: 0.2969, top5_acc: 0.5508, loss_cls: 3.2258, loss: 3.2258, grad_norm: 5.7637 2021-01-26 17:00:46,274 - mmaction - INFO - Epoch [1][3520/3757] lr: 1.000e-02, eta: 7 days, 19:46:37, time: 1.661, data_time: 0.018, memory: 7136, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.2189, loss: 3.2189, grad_norm: 5.7216 2021-01-26 17:01:16,344 - mmaction - INFO - Epoch [1][3540/3757] lr: 1.000e-02, eta: 7 days, 19:35:06, time: 1.505, data_time: 0.008, memory: 7136, top1_acc: 0.2984, top5_acc: 0.5586, loss_cls: 3.1992, loss: 3.1992, grad_norm: 5.8524 2021-01-26 17:01:46,921 - mmaction - INFO - Epoch [1][3560/3757] lr: 1.000e-02, eta: 7 days, 19:24:29, time: 1.527, data_time: 0.009, memory: 7136, top1_acc: 0.2977, top5_acc: 0.5594, loss_cls: 3.1700, loss: 3.1700, grad_norm: 6.0183 2021-01-26 17:02:11,898 - mmaction - INFO - Epoch [1][3580/3757] lr: 1.000e-02, eta: 7 days, 19:04:29, time: 1.253, data_time: 0.010, memory: 7136, top1_acc: 0.2961, top5_acc: 0.5492, loss_cls: 3.1998, loss: 3.1998, grad_norm: 5.8232 2021-01-26 17:02:39,111 - mmaction - INFO - Epoch [1][3600/3757] lr: 1.000e-02, eta: 7 days, 18:48:24, time: 1.360, data_time: 0.006, memory: 7136, top1_acc: 0.3047, top5_acc: 0.5578, loss_cls: 3.1603, loss: 3.1603, grad_norm: 5.6998 2021-01-26 17:03:14,340 - mmaction - INFO - Epoch [1][3620/3757] lr: 1.000e-02, eta: 7 days, 18:46:18, time: 1.763, data_time: 0.013, memory: 7136, top1_acc: 0.3109, top5_acc: 0.5539, loss_cls: 3.2128, loss: 3.2128, grad_norm: 5.9130 2021-01-26 17:04:02,595 - mmaction - INFO - Epoch [1][3640/3757] lr: 1.000e-02, eta: 7 days, 19:05:53, time: 2.400, data_time: 0.019, memory: 7136, top1_acc: 0.3242, top5_acc: 0.5594, loss_cls: 3.1982, loss: 3.1982, grad_norm: 5.8224 2021-01-26 17:04:39,330 - mmaction - INFO - Epoch [1][3660/3757] lr: 1.000e-02, eta: 7 days, 19:06:17, time: 1.840, data_time: 0.026, memory: 7136, top1_acc: 0.3180, top5_acc: 0.5437, loss_cls: 3.2116, loss: 3.2116, grad_norm: 5.9126 2021-01-26 17:05:16,804 - mmaction - INFO - Epoch [1][3680/3757] lr: 1.000e-02, eta: 7 days, 19:08:09, time: 1.884, data_time: 0.024, memory: 7136, top1_acc: 0.3211, top5_acc: 0.5711, loss_cls: 3.1483, loss: 3.1483, grad_norm: 5.7155 2021-01-26 17:05:57,378 - mmaction - INFO - Epoch [1][3700/3757] lr: 1.000e-02, eta: 7 days, 19:14:22, time: 2.014, data_time: 0.026, memory: 7136, top1_acc: 0.3039, top5_acc: 0.5555, loss_cls: 3.2044, loss: 3.2044, grad_norm: 6.0658 2021-01-26 17:06:36,291 - mmaction - INFO - Epoch [1][3720/3757] lr: 1.000e-02, eta: 7 days, 19:18:35, time: 1.957, data_time: 0.017, memory: 7136, top1_acc: 0.3227, top5_acc: 0.5586, loss_cls: 3.1785, loss: 3.1785, grad_norm: 5.7631 2021-01-26 17:07:03,931 - mmaction - INFO - Epoch [1][3740/3757] lr: 1.000e-02, eta: 7 days, 19:03:22, time: 1.372, data_time: 0.006, memory: 7136, top1_acc: 0.3078, top5_acc: 0.5523, loss_cls: 3.2122, loss: 3.2122, grad_norm: 5.6760 2021-01-26 17:10:22,378 - mmaction - INFO - Epoch [2][20/3757] lr: 1.000e-02, eta: 7 days, 21:37:10, time: 8.069, data_time: 5.741, memory: 7136, top1_acc: 0.3273, top5_acc: 0.5953, loss_cls: 3.0595, loss: 3.0595, grad_norm: 5.7398 2021-01-26 17:10:57,529 - mmaction - INFO - Epoch [2][40/3757] lr: 1.000e-02, eta: 7 days, 21:33:44, time: 1.749, data_time: 0.040, memory: 7136, top1_acc: 0.3109, top5_acc: 0.5687, loss_cls: 3.1403, loss: 3.1403, grad_norm: 5.8966 2021-01-26 17:11:27,443 - mmaction - INFO - Epoch [2][60/3757] lr: 1.000e-02, eta: 7 days, 21:22:18, time: 1.502, data_time: 0.015, memory: 7136, top1_acc: 0.3227, top5_acc: 0.5836, loss_cls: 3.0721, loss: 3.0721, grad_norm: 5.9226 2021-01-26 17:11:51,690 - mmaction - INFO - Epoch [2][80/3757] lr: 1.000e-02, eta: 7 days, 21:01:46, time: 1.216, data_time: 0.009, memory: 7136, top1_acc: 0.3023, top5_acc: 0.5648, loss_cls: 3.1381, loss: 3.1381, grad_norm: 5.9689 2021-01-26 17:12:29,843 - mmaction - INFO - Epoch [2][100/3757] lr: 1.000e-02, eta: 7 days, 21:03:34, time: 1.905, data_time: 0.018, memory: 7136, top1_acc: 0.3328, top5_acc: 0.5727, loss_cls: 3.0759, loss: 3.0759, grad_norm: 5.7603 2021-01-26 17:12:56,099 - mmaction - INFO - Epoch [2][120/3757] lr: 1.000e-02, eta: 7 days, 20:45:51, time: 1.296, data_time: 0.012, memory: 7136, top1_acc: 0.3148, top5_acc: 0.5555, loss_cls: 3.2008, loss: 3.2008, grad_norm: 5.7018 2021-01-26 17:13:30,782 - mmaction - INFO - Epoch [2][140/3757] lr: 1.000e-02, eta: 7 days, 20:43:00, time: 1.757, data_time: 0.032, memory: 7136, top1_acc: 0.3141, top5_acc: 0.5914, loss_cls: 3.0669, loss: 3.0669, grad_norm: 5.8175 2021-01-26 17:14:04,377 - mmaction - INFO - Epoch [2][160/3757] lr: 1.000e-02, eta: 7 days, 20:37:42, time: 1.679, data_time: 0.010, memory: 7136, top1_acc: 0.3242, top5_acc: 0.5852, loss_cls: 3.1064, loss: 3.1064, grad_norm: 5.8497 2021-01-26 17:14:39,014 - mmaction - INFO - Epoch [2][180/3757] lr: 1.000e-02, eta: 7 days, 20:33:48, time: 1.722, data_time: 0.003, memory: 7136, top1_acc: 0.3156, top5_acc: 0.5742, loss_cls: 3.1265, loss: 3.1265, grad_norm: 5.4182 2021-01-26 17:15:07,578 - mmaction - INFO - Epoch [2][200/3757] lr: 1.000e-02, eta: 7 days, 20:20:47, time: 1.430, data_time: 0.015, memory: 7136, top1_acc: 0.3133, top5_acc: 0.5930, loss_cls: 3.1037, loss: 3.1037, grad_norm: 5.8744 2021-01-26 17:15:32,449 - mmaction - INFO - Epoch [2][220/3757] lr: 1.000e-02, eta: 7 days, 20:02:20, time: 1.252, data_time: 0.015, memory: 7136, top1_acc: 0.3344, top5_acc: 0.5797, loss_cls: 3.0531, loss: 3.0531, grad_norm: 5.8078 2021-01-26 17:16:06,814 - mmaction - INFO - Epoch [2][240/3757] lr: 1.000e-02, eta: 7 days, 19:57:55, time: 1.698, data_time: 0.008, memory: 7136, top1_acc: 0.3156, top5_acc: 0.5734, loss_cls: 3.0958, loss: 3.0958, grad_norm: 5.6360 2021-01-26 17:16:40,491 - mmaction - INFO - Epoch [2][260/3757] lr: 1.000e-02, eta: 7 days, 19:53:45, time: 1.705, data_time: 0.027, memory: 7136, top1_acc: 0.3000, top5_acc: 0.5766, loss_cls: 3.0919, loss: 3.0919, grad_norm: 5.8447 2021-01-26 17:17:13,258 - mmaction - INFO - Epoch [2][280/3757] lr: 1.000e-02, eta: 7 days, 19:47:13, time: 1.627, data_time: 0.009, memory: 7136, top1_acc: 0.3141, top5_acc: 0.5547, loss_cls: 3.2052, loss: 3.2052, grad_norm: 5.7496 2021-01-26 17:17:51,060 - mmaction - INFO - Epoch [2][300/3757] lr: 1.000e-02, eta: 7 days, 19:49:08, time: 1.901, data_time: 0.025, memory: 7136, top1_acc: 0.3133, top5_acc: 0.5695, loss_cls: 3.1602, loss: 3.1602, grad_norm: 5.8687 2021-01-26 17:18:25,652 - mmaction - INFO - Epoch [2][320/3757] lr: 1.000e-02, eta: 7 days, 19:45:29, time: 1.719, data_time: 0.005, memory: 7136, top1_acc: 0.3281, top5_acc: 0.5758, loss_cls: 3.1070, loss: 3.1070, grad_norm: 5.5747 2021-01-26 17:18:56,981 - mmaction - INFO - Epoch [2][340/3757] lr: 1.000e-02, eta: 7 days, 19:37:06, time: 1.562, data_time: 0.016, memory: 7136, top1_acc: 0.3219, top5_acc: 0.5797, loss_cls: 3.1141, loss: 3.1141, grad_norm: 5.7357 2021-01-26 17:19:34,059 - mmaction - INFO - Epoch [2][360/3757] lr: 1.000e-02, eta: 7 days, 19:37:58, time: 1.867, data_time: 0.020, memory: 7136, top1_acc: 0.3234, top5_acc: 0.5883, loss_cls: 3.0661, loss: 3.0661, grad_norm: 5.6604 2021-01-26 17:20:04,642 - mmaction - INFO - Epoch [2][380/3757] lr: 1.000e-02, eta: 7 days, 19:28:34, time: 1.524, data_time: 0.004, memory: 7136, top1_acc: 0.3234, top5_acc: 0.5719, loss_cls: 3.0933, loss: 3.0933, grad_norm: 5.8171 2021-01-26 17:20:47,565 - mmaction - INFO - Epoch [2][400/3757] lr: 1.000e-02, eta: 7 days, 19:36:36, time: 2.106, data_time: 0.012, memory: 7136, top1_acc: 0.3125, top5_acc: 0.5633, loss_cls: 3.1420, loss: 3.1420, grad_norm: 6.0349 2021-01-26 17:21:26,596 - mmaction - INFO - Epoch [2][420/3757] lr: 1.000e-02, eta: 7 days, 19:40:52, time: 1.982, data_time: 0.048, memory: 7136, top1_acc: 0.3242, top5_acc: 0.5648, loss_cls: 3.1449, loss: 3.1449, grad_norm: 5.6272 2021-01-26 17:21:50,714 - mmaction - INFO - Epoch [2][440/3757] lr: 1.000e-02, eta: 7 days, 19:22:07, time: 1.204, data_time: 0.025, memory: 7136, top1_acc: 0.2828, top5_acc: 0.5508, loss_cls: 3.2306, loss: 3.2306, grad_norm: 5.9614 2021-01-26 17:22:29,620 - mmaction - INFO - Epoch [2][460/3757] lr: 1.000e-02, eta: 7 days, 19:25:48, time: 1.962, data_time: 0.024, memory: 7136, top1_acc: 0.3195, top5_acc: 0.5734, loss_cls: 3.1230, loss: 3.1230, grad_norm: 5.7014 2021-01-26 17:22:58,539 - mmaction - INFO - Epoch [2][480/3757] lr: 1.000e-02, eta: 7 days, 19:14:26, time: 1.448, data_time: 0.005, memory: 7136, top1_acc: 0.3266, top5_acc: 0.6070, loss_cls: 3.0341, loss: 3.0341, grad_norm: 6.0208 2021-01-26 17:23:30,896 - mmaction - INFO - Epoch [2][500/3757] lr: 1.000e-02, eta: 7 days, 19:07:50, time: 1.609, data_time: 0.007, memory: 7136, top1_acc: 0.3063, top5_acc: 0.5914, loss_cls: 3.0709, loss: 3.0709, grad_norm: 5.7642 2021-01-26 17:24:05,385 - mmaction - INFO - Epoch [2][520/3757] lr: 1.000e-02, eta: 7 days, 19:04:55, time: 1.733, data_time: 0.011, memory: 7136, top1_acc: 0.3258, top5_acc: 0.5875, loss_cls: 3.0419, loss: 3.0419, grad_norm: 5.9982 2021-01-26 17:24:40,649 - mmaction - INFO - Epoch [2][540/3757] lr: 1.000e-02, eta: 7 days, 19:02:10, time: 1.739, data_time: 0.012, memory: 7136, top1_acc: 0.3336, top5_acc: 0.5820, loss_cls: 3.0321, loss: 3.0321, grad_norm: 5.8447 2021-01-26 17:25:12,948 - mmaction - INFO - Epoch [2][560/3757] lr: 1.000e-02, eta: 7 days, 18:56:21, time: 1.631, data_time: 0.028, memory: 7136, top1_acc: 0.3117, top5_acc: 0.5797, loss_cls: 3.0944, loss: 3.0944, grad_norm: 5.7139 2021-01-26 17:25:42,320 - mmaction - INFO - Epoch [2][580/3757] lr: 1.000e-02, eta: 7 days, 18:46:06, time: 1.474, data_time: 0.010, memory: 7136, top1_acc: 0.3336, top5_acc: 0.5938, loss_cls: 3.0245, loss: 3.0245, grad_norm: 5.7168 2021-01-26 17:26:10,185 - mmaction - INFO - Epoch [2][600/3757] lr: 1.000e-02, eta: 7 days, 18:33:36, time: 1.392, data_time: 0.012, memory: 7136, top1_acc: 0.3430, top5_acc: 0.5844, loss_cls: 2.9764, loss: 2.9764, grad_norm: 5.7373 2021-01-26 17:26:38,621 - mmaction - INFO - Epoch [2][620/3757] lr: 1.000e-02, eta: 7 days, 18:21:57, time: 1.418, data_time: 0.008, memory: 7136, top1_acc: 0.3109, top5_acc: 0.5687, loss_cls: 3.1666, loss: 3.1666, grad_norm: 5.7079 2021-01-26 17:27:02,324 - mmaction - INFO - Epoch [2][640/3757] lr: 1.000e-02, eta: 7 days, 18:03:59, time: 1.190, data_time: 0.010, memory: 7136, top1_acc: 0.3227, top5_acc: 0.5789, loss_cls: 3.0750, loss: 3.0750, grad_norm: 5.8892 2021-01-26 17:27:33,921 - mmaction - INFO - Epoch [2][660/3757] lr: 1.000e-02, eta: 7 days, 17:56:33, time: 1.560, data_time: 0.005, memory: 7136, top1_acc: 0.3102, top5_acc: 0.5664, loss_cls: 3.1209, loss: 3.1209, grad_norm: 5.9772 2021-01-26 17:28:07,935 - mmaction - INFO - Epoch [2][680/3757] lr: 1.000e-02, eta: 7 days, 17:53:36, time: 1.719, data_time: 0.031, memory: 7136, top1_acc: 0.3164, top5_acc: 0.5797, loss_cls: 3.1472, loss: 3.1472, grad_norm: 5.7230 2021-01-26 17:28:38,813 - mmaction - INFO - Epoch [2][700/3757] lr: 1.000e-02, eta: 7 days, 17:45:33, time: 1.534, data_time: 0.007, memory: 7136, top1_acc: 0.3461, top5_acc: 0.5844, loss_cls: 3.0314, loss: 3.0314, grad_norm: 5.8511 2021-01-26 17:29:24,431 - mmaction - INFO - Epoch [2][720/3757] lr: 1.000e-02, eta: 7 days, 17:58:32, time: 2.293, data_time: 0.016, memory: 7136, top1_acc: 0.3375, top5_acc: 0.6023, loss_cls: 3.0584, loss: 3.0584, grad_norm: 5.7520 2021-01-26 17:30:00,079 - mmaction - INFO - Epoch [2][740/3757] lr: 1.000e-02, eta: 7 days, 17:57:06, time: 1.773, data_time: 0.006, memory: 7136, top1_acc: 0.3266, top5_acc: 0.5875, loss_cls: 3.1204, loss: 3.1204, grad_norm: 5.9174 2021-01-26 17:30:35,910 - mmaction - INFO - Epoch [2][760/3757] lr: 1.000e-02, eta: 7 days, 17:56:17, time: 1.795, data_time: 0.014, memory: 7136, top1_acc: 0.3117, top5_acc: 0.5898, loss_cls: 3.0741, loss: 3.0741, grad_norm: 5.5934 2021-01-26 17:31:01,597 - mmaction - INFO - Epoch [2][780/3757] lr: 1.000e-02, eta: 7 days, 17:41:38, time: 1.288, data_time: 0.010, memory: 7136, top1_acc: 0.3211, top5_acc: 0.5781, loss_cls: 3.0853, loss: 3.0853, grad_norm: 5.8000 2021-01-26 17:31:33,994 - mmaction - INFO - Epoch [2][800/3757] lr: 1.000e-02, eta: 7 days, 17:36:08, time: 1.621, data_time: 0.018, memory: 7136, top1_acc: 0.3508, top5_acc: 0.6117, loss_cls: 2.9595, loss: 2.9595, grad_norm: 5.6401 2021-01-26 17:32:09,594 - mmaction - INFO - Epoch [2][820/3757] lr: 1.000e-02, eta: 7 days, 17:35:00, time: 1.781, data_time: 0.008, memory: 7136, top1_acc: 0.3453, top5_acc: 0.6070, loss_cls: 2.9568, loss: 2.9568, grad_norm: 5.7301 2021-01-26 17:32:43,175 - mmaction - INFO - Epoch [2][840/3757] lr: 1.000e-02, eta: 7 days, 17:30:57, time: 1.672, data_time: 0.008, memory: 7136, top1_acc: 0.3328, top5_acc: 0.5961, loss_cls: 3.0196, loss: 3.0196, grad_norm: 6.0228 2021-01-26 17:33:18,851 - mmaction - INFO - Epoch [2][860/3757] lr: 1.000e-02, eta: 7 days, 17:30:03, time: 1.789, data_time: 0.024, memory: 7136, top1_acc: 0.3336, top5_acc: 0.5883, loss_cls: 3.0156, loss: 3.0156, grad_norm: 5.5309 2021-01-26 17:33:54,155 - mmaction - INFO - Epoch [2][880/3757] lr: 1.000e-02, eta: 7 days, 17:28:21, time: 1.759, data_time: 0.007, memory: 7136, top1_acc: 0.3180, top5_acc: 0.5852, loss_cls: 3.0737, loss: 3.0737, grad_norm: 6.0749 2021-01-26 17:34:37,263 - mmaction - INFO - Epoch [2][900/3757] lr: 1.000e-02, eta: 7 days, 17:37:28, time: 2.165, data_time: 0.023, memory: 7136, top1_acc: 0.3211, top5_acc: 0.5805, loss_cls: 3.0514, loss: 3.0514, grad_norm: 5.7111 2021-01-26 17:35:08,232 - mmaction - INFO - Epoch [2][920/3757] lr: 1.000e-02, eta: 7 days, 17:30:07, time: 1.546, data_time: 0.004, memory: 7136, top1_acc: 0.3414, top5_acc: 0.5922, loss_cls: 2.9934, loss: 2.9934, grad_norm: 5.7461 2021-01-26 17:35:36,710 - mmaction - INFO - Epoch [2][940/3757] lr: 1.000e-02, eta: 7 days, 17:19:31, time: 1.420, data_time: 0.007, memory: 7136, top1_acc: 0.3453, top5_acc: 0.5859, loss_cls: 3.0354, loss: 3.0354, grad_norm: 5.6327 2021-01-26 17:36:18,843 - mmaction - INFO - Epoch [2][960/3757] lr: 1.000e-02, eta: 7 days, 17:27:11, time: 2.114, data_time: 0.018, memory: 7136, top1_acc: 0.3242, top5_acc: 0.5773, loss_cls: 3.0596, loss: 3.0596, grad_norm: 6.0047 2021-01-26 17:36:59,050 - mmaction - INFO - Epoch [2][980/3757] lr: 1.000e-02, eta: 7 days, 17:31:59, time: 2.006, data_time: 0.005, memory: 7136, top1_acc: 0.3203, top5_acc: 0.5609, loss_cls: 3.1046, loss: 3.1046, grad_norm: 5.5921 2021-01-26 17:37:36,469 - mmaction - INFO - Epoch [2][1000/3757] lr: 1.000e-02, eta: 7 days, 17:33:20, time: 1.876, data_time: 0.008, memory: 7136, top1_acc: 0.3328, top5_acc: 0.6055, loss_cls: 2.9561, loss: 2.9561, grad_norm: 5.6601 2021-01-26 17:38:05,642 - mmaction - INFO - Epoch [2][1020/3757] lr: 1.000e-02, eta: 7 days, 17:23:48, time: 1.456, data_time: 0.003, memory: 7136, top1_acc: 0.3094, top5_acc: 0.5766, loss_cls: 3.1030, loss: 3.1030, grad_norm: 5.8411 2021-01-26 17:38:32,999 - mmaction - INFO - Epoch [2][1040/3757] lr: 1.000e-02, eta: 7 days, 17:12:10, time: 1.371, data_time: 0.008, memory: 7136, top1_acc: 0.3320, top5_acc: 0.6023, loss_cls: 3.0513, loss: 3.0513, grad_norm: 5.7239 2021-01-26 17:39:01,316 - mmaction - INFO - Epoch [2][1060/3757] lr: 1.000e-02, eta: 7 days, 17:01:20, time: 1.399, data_time: 0.002, memory: 7136, top1_acc: 0.3281, top5_acc: 0.5586, loss_cls: 3.0874, loss: 3.0874, grad_norm: 5.7008 2021-01-26 17:39:39,485 - mmaction - INFO - Epoch [2][1080/3757] lr: 1.000e-02, eta: 7 days, 17:03:48, time: 1.916, data_time: 0.028, memory: 7136, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 3.0235, loss: 3.0235, grad_norm: 5.7318 2021-01-26 17:40:11,867 - mmaction - INFO - Epoch [2][1100/3757] lr: 1.000e-02, eta: 7 days, 16:58:24, time: 1.607, data_time: 0.013, memory: 7136, top1_acc: 0.3383, top5_acc: 0.5891, loss_cls: 3.0525, loss: 3.0525, grad_norm: 5.8419 2021-01-26 17:40:46,559 - mmaction - INFO - Epoch [2][1120/3757] lr: 1.000e-02, eta: 7 days, 16:56:03, time: 1.727, data_time: 0.022, memory: 7136, top1_acc: 0.3398, top5_acc: 0.5828, loss_cls: 3.0283, loss: 3.0283, grad_norm: 6.0959 2021-01-26 17:41:20,586 - mmaction - INFO - Epoch [2][1140/3757] lr: 1.000e-02, eta: 7 days, 16:53:08, time: 1.703, data_time: 0.031, memory: 7136, top1_acc: 0.3180, top5_acc: 0.5859, loss_cls: 3.0444, loss: 3.0444, grad_norm: 5.8870 2021-01-26 17:41:57,447 - mmaction - INFO - Epoch [2][1160/3757] lr: 1.000e-02, eta: 7 days, 16:53:46, time: 1.844, data_time: 0.031, memory: 7136, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.0285, loss: 3.0285, grad_norm: 5.5366 2021-01-26 17:42:40,363 - mmaction - INFO - Epoch [2][1180/3757] lr: 1.000e-02, eta: 7 days, 17:02:23, time: 2.163, data_time: 0.028, memory: 7136, top1_acc: 0.3461, top5_acc: 0.6008, loss_cls: 2.9634, loss: 2.9634, grad_norm: 5.7185 2021-01-26 17:43:26,228 - mmaction - INFO - Epoch [2][1200/3757] lr: 1.000e-02, eta: 7 days, 17:13:28, time: 2.265, data_time: 0.013, memory: 7136, top1_acc: 0.3453, top5_acc: 0.5992, loss_cls: 3.0675, loss: 3.0675, grad_norm: 5.8096 2021-01-26 17:44:03,273 - mmaction - INFO - Epoch [2][1220/3757] lr: 1.000e-02, eta: 7 days, 17:14:25, time: 1.861, data_time: 0.040, memory: 7136, top1_acc: 0.3438, top5_acc: 0.6086, loss_cls: 3.0148, loss: 3.0148, grad_norm: 5.6442 2021-01-26 17:44:32,368 - mmaction - INFO - Epoch [2][1240/3757] lr: 1.000e-02, eta: 7 days, 17:05:46, time: 1.473, data_time: 0.029, memory: 7136, top1_acc: 0.3469, top5_acc: 0.5727, loss_cls: 3.0423, loss: 3.0423, grad_norm: 5.5640 2021-01-26 17:45:06,184 - mmaction - INFO - Epoch [2][1260/3757] lr: 1.000e-02, eta: 7 days, 17:02:36, time: 1.693, data_time: 0.010, memory: 7136, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.0351, loss: 3.0351, grad_norm: 5.6302 2021-01-26 17:45:38,383 - mmaction - INFO - Epoch [2][1280/3757] lr: 1.000e-02, eta: 7 days, 16:57:26, time: 1.611, data_time: 0.009, memory: 7136, top1_acc: 0.3367, top5_acc: 0.6117, loss_cls: 2.9757, loss: 2.9757, grad_norm: 5.7917 2021-01-26 17:46:14,528 - mmaction - INFO - Epoch [2][1300/3757] lr: 1.000e-02, eta: 7 days, 16:56:52, time: 1.797, data_time: 0.013, memory: 7136, top1_acc: 0.3484, top5_acc: 0.6141, loss_cls: 2.9425, loss: 2.9425, grad_norm: 5.6737 2021-01-26 17:46:47,588 - mmaction - INFO - Epoch [2][1320/3757] lr: 1.000e-02, eta: 7 days, 16:52:36, time: 1.646, data_time: 0.023, memory: 7136, top1_acc: 0.3484, top5_acc: 0.6195, loss_cls: 2.9112, loss: 2.9112, grad_norm: 5.6089 2021-01-26 17:47:24,423 - mmaction - INFO - Epoch [2][1340/3757] lr: 1.000e-02, eta: 7 days, 16:53:24, time: 1.854, data_time: 0.026, memory: 7136, top1_acc: 0.3234, top5_acc: 0.5695, loss_cls: 3.1207, loss: 3.1207, grad_norm: 5.6587 2021-01-26 17:47:56,465 - mmaction - INFO - Epoch [2][1360/3757] lr: 1.000e-02, eta: 7 days, 16:48:12, time: 1.606, data_time: 0.019, memory: 7136, top1_acc: 0.3344, top5_acc: 0.5891, loss_cls: 3.0324, loss: 3.0324, grad_norm: 5.5877 2021-01-26 17:48:25,369 - mmaction - INFO - Epoch [2][1380/3757] lr: 1.000e-02, eta: 7 days, 16:39:10, time: 1.444, data_time: 0.013, memory: 7136, top1_acc: 0.3320, top5_acc: 0.6062, loss_cls: 2.9411, loss: 2.9411, grad_norm: 5.6241 2021-01-26 17:48:53,156 - mmaction - INFO - Epoch [2][1400/3757] lr: 1.000e-02, eta: 7 days, 16:29:04, time: 1.397, data_time: 0.009, memory: 7136, top1_acc: 0.3648, top5_acc: 0.6305, loss_cls: 2.8577, loss: 2.8577, grad_norm: 5.6847 2021-01-26 17:49:23,254 - mmaction - INFO - Epoch [2][1420/3757] lr: 1.000e-02, eta: 7 days, 16:21:10, time: 1.486, data_time: 0.005, memory: 7136, top1_acc: 0.3516, top5_acc: 0.6023, loss_cls: 2.9117, loss: 2.9117, grad_norm: 5.9569 2021-01-26 17:49:57,443 - mmaction - INFO - Epoch [2][1440/3757] lr: 1.000e-02, eta: 7 days, 16:18:18, time: 1.696, data_time: 0.027, memory: 7136, top1_acc: 0.3211, top5_acc: 0.5813, loss_cls: 3.0695, loss: 3.0695, grad_norm: 5.7432 2021-01-26 17:50:29,179 - mmaction - INFO - Epoch [2][1460/3757] lr: 1.000e-02, eta: 7 days, 16:13:32, time: 1.615, data_time: 0.037, memory: 7136, top1_acc: 0.3320, top5_acc: 0.5984, loss_cls: 2.9940, loss: 2.9940, grad_norm: 5.9466 2021-01-26 17:50:59,973 - mmaction - INFO - Epoch [2][1480/3757] lr: 1.000e-02, eta: 7 days, 16:06:58, time: 1.536, data_time: 0.024, memory: 7136, top1_acc: 0.3398, top5_acc: 0.5852, loss_cls: 3.0438, loss: 3.0438, grad_norm: 5.7369 2021-01-26 17:51:40,922 - mmaction - INFO - Epoch [2][1500/3757] lr: 1.000e-02, eta: 7 days, 16:12:16, time: 2.041, data_time: 0.010, memory: 7136, top1_acc: 0.3430, top5_acc: 0.6102, loss_cls: 2.9660, loss: 2.9660, grad_norm: 5.7996 2021-01-26 17:52:16,977 - mmaction - INFO - Epoch [2][1520/3757] lr: 1.000e-02, eta: 7 days, 16:12:13, time: 1.813, data_time: 0.019, memory: 7136, top1_acc: 0.3602, top5_acc: 0.6031, loss_cls: 2.9545, loss: 2.9545, grad_norm: 5.9666 2021-01-26 17:52:50,213 - mmaction - INFO - Epoch [2][1540/3757] lr: 1.000e-02, eta: 7 days, 16:08:33, time: 1.658, data_time: 0.007, memory: 7136, top1_acc: 0.3586, top5_acc: 0.6164, loss_cls: 2.9288, loss: 2.9288, grad_norm: 5.5645 2021-01-26 17:53:22,062 - mmaction - INFO - Epoch [2][1560/3757] lr: 1.000e-02, eta: 7 days, 16:03:24, time: 1.593, data_time: 0.009, memory: 7136, top1_acc: 0.3648, top5_acc: 0.6188, loss_cls: 2.8979, loss: 2.8979, grad_norm: 5.6268 2021-01-26 17:53:52,766 - mmaction - INFO - Epoch [2][1580/3757] lr: 1.000e-02, eta: 7 days, 15:57:01, time: 1.539, data_time: 0.011, memory: 7136, top1_acc: 0.3328, top5_acc: 0.6094, loss_cls: 2.9672, loss: 2.9672, grad_norm: 5.8215 2021-01-26 17:54:26,920 - mmaction - INFO - Epoch [2][1600/3757] lr: 1.000e-02, eta: 7 days, 15:54:07, time: 1.688, data_time: 0.004, memory: 7136, top1_acc: 0.3492, top5_acc: 0.6250, loss_cls: 2.8815, loss: 2.8815, grad_norm: 5.5579 2021-01-26 17:55:04,463 - mmaction - INFO - Epoch [2][1620/3757] lr: 1.000e-02, eta: 7 days, 15:55:28, time: 1.873, data_time: 0.024, memory: 7136, top1_acc: 0.3398, top5_acc: 0.5984, loss_cls: 3.0046, loss: 3.0046, grad_norm: 5.6548 2021-01-26 17:55:38,936 - mmaction - INFO - Epoch [2][1640/3757] lr: 1.000e-02, eta: 7 days, 15:53:44, time: 1.738, data_time: 0.032, memory: 7136, top1_acc: 0.3180, top5_acc: 0.5898, loss_cls: 3.0460, loss: 3.0460, grad_norm: 5.6359 2021-01-26 17:56:09,195 - mmaction - INFO - Epoch [2][1660/3757] lr: 1.000e-02, eta: 7 days, 15:46:57, time: 1.516, data_time: 0.014, memory: 7136, top1_acc: 0.3547, top5_acc: 0.6039, loss_cls: 2.9264, loss: 2.9264, grad_norm: 5.6648 2021-01-26 17:56:40,920 - mmaction - INFO - Epoch [2][1680/3757] lr: 1.000e-02, eta: 7 days, 15:41:19, time: 1.565, data_time: 0.013, memory: 7136, top1_acc: 0.3406, top5_acc: 0.5883, loss_cls: 3.0019, loss: 3.0019, grad_norm: 5.6370 2021-01-26 17:57:14,491 - mmaction - INFO - Epoch [2][1700/3757] lr: 1.000e-02, eta: 7 days, 15:38:18, time: 1.679, data_time: 0.037, memory: 7136, top1_acc: 0.3500, top5_acc: 0.6156, loss_cls: 2.8950, loss: 2.8950, grad_norm: 5.6158 2021-01-26 17:57:46,626 - mmaction - INFO - Epoch [2][1720/3757] lr: 1.000e-02, eta: 7 days, 15:33:57, time: 1.619, data_time: 0.031, memory: 7136, top1_acc: 0.3617, top5_acc: 0.6227, loss_cls: 2.8857, loss: 2.8857, grad_norm: 5.7420 2021-01-26 17:58:23,693 - mmaction - INFO - Epoch [2][1740/3757] lr: 1.000e-02, eta: 7 days, 15:34:59, time: 1.858, data_time: 0.019, memory: 7136, top1_acc: 0.3289, top5_acc: 0.5953, loss_cls: 3.0332, loss: 3.0332, grad_norm: 5.5994 2021-01-26 17:58:56,119 - mmaction - INFO - Epoch [2][1760/3757] lr: 1.000e-02, eta: 7 days, 15:30:18, time: 1.602, data_time: 0.020, memory: 7136, top1_acc: 0.3320, top5_acc: 0.5844, loss_cls: 3.0545, loss: 3.0545, grad_norm: 5.4343 2021-01-26 17:59:29,430 - mmaction - INFO - Epoch [2][1780/3757] lr: 1.000e-02, eta: 7 days, 15:27:20, time: 1.679, data_time: 0.035, memory: 7136, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.0391, loss: 3.0391, grad_norm: 5.7819 2021-01-26 18:00:01,956 - mmaction - INFO - Epoch [2][1800/3757] lr: 1.000e-02, eta: 7 days, 15:23:17, time: 1.628, data_time: 0.021, memory: 7136, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0955, loss: 3.0955, grad_norm: 5.5923 2021-01-26 18:00:33,585 - mmaction - INFO - Epoch [2][1820/3757] lr: 1.000e-02, eta: 7 days, 15:18:16, time: 1.584, data_time: 0.029, memory: 7136, top1_acc: 0.3563, top5_acc: 0.6242, loss_cls: 2.8560, loss: 2.8560, grad_norm: 5.4647 2021-01-26 18:01:04,783 - mmaction - INFO - Epoch [2][1840/3757] lr: 1.000e-02, eta: 7 days, 15:13:00, time: 1.571, data_time: 0.018, memory: 7136, top1_acc: 0.3633, top5_acc: 0.6133, loss_cls: 2.9150, loss: 2.9150, grad_norm: 5.6800 2021-01-26 18:01:45,999 - mmaction - INFO - Epoch [2][1860/3757] lr: 1.000e-02, eta: 7 days, 15:18:11, time: 2.046, data_time: 0.009, memory: 7136, top1_acc: 0.3352, top5_acc: 0.5930, loss_cls: 3.0089, loss: 3.0089, grad_norm: 5.6264 2021-01-26 18:02:28,772 - mmaction - INFO - Epoch [2][1880/3757] lr: 1.000e-02, eta: 7 days, 15:25:41, time: 2.153, data_time: 0.023, memory: 7136, top1_acc: 0.3680, top5_acc: 0.6102, loss_cls: 2.9249, loss: 2.9249, grad_norm: 5.7782 2021-01-26 18:03:05,498 - mmaction - INFO - Epoch [2][1900/3757] lr: 1.000e-02, eta: 7 days, 15:25:52, time: 1.820, data_time: 0.007, memory: 7136, top1_acc: 0.3555, top5_acc: 0.6016, loss_cls: 2.9353, loss: 2.9353, grad_norm: 5.7701 2021-01-26 18:03:35,100 - mmaction - INFO - Epoch [2][1920/3757] lr: 1.000e-02, eta: 7 days, 15:18:58, time: 1.494, data_time: 0.023, memory: 7136, top1_acc: 0.3297, top5_acc: 0.5961, loss_cls: 3.0194, loss: 3.0194, grad_norm: 5.4963 2021-01-26 18:04:05,711 - mmaction - INFO - Epoch [2][1940/3757] lr: 1.000e-02, eta: 7 days, 15:12:59, time: 1.535, data_time: 0.009, memory: 7136, top1_acc: 0.3453, top5_acc: 0.6031, loss_cls: 2.9239, loss: 2.9239, grad_norm: 5.6599 2021-01-26 18:04:40,490 - mmaction - INFO - Epoch [2][1960/3757] lr: 1.000e-02, eta: 7 days, 15:11:25, time: 1.737, data_time: 0.007, memory: 7136, top1_acc: 0.3414, top5_acc: 0.6023, loss_cls: 3.0033, loss: 3.0033, grad_norm: 5.6003 2021-01-26 18:05:10,974 - mmaction - INFO - Epoch [2][1980/3757] lr: 1.000e-02, eta: 7 days, 15:05:11, time: 1.521, data_time: 0.006, memory: 7136, top1_acc: 0.3391, top5_acc: 0.6016, loss_cls: 2.9567, loss: 2.9567, grad_norm: 5.4822 2021-01-26 18:05:41,579 - mmaction - INFO - Epoch [2][2000/3757] lr: 1.000e-02, eta: 7 days, 14:59:17, time: 1.533, data_time: 0.009, memory: 7136, top1_acc: 0.3469, top5_acc: 0.6336, loss_cls: 2.8394, loss: 2.8394, grad_norm: 5.5214 2021-01-26 18:06:14,498 - mmaction - INFO - Epoch [2][2020/3757] lr: 1.000e-02, eta: 7 days, 14:55:30, time: 1.631, data_time: 0.015, memory: 7136, top1_acc: 0.3383, top5_acc: 0.6000, loss_cls: 3.0220, loss: 3.0220, grad_norm: 5.6075 2021-01-26 18:06:43,520 - mmaction - INFO - Epoch [2][2040/3757] lr: 1.000e-02, eta: 7 days, 14:48:15, time: 1.468, data_time: 0.027, memory: 7136, top1_acc: 0.3531, top5_acc: 0.6117, loss_cls: 2.8862, loss: 2.8862, grad_norm: 5.3977 2021-01-26 18:07:13,534 - mmaction - INFO - Epoch [2][2060/3757] lr: 1.000e-02, eta: 7 days, 14:41:40, time: 1.496, data_time: 0.005, memory: 7136, top1_acc: 0.3383, top5_acc: 0.6133, loss_cls: 2.9296, loss: 2.9296, grad_norm: 5.7766 2021-01-26 18:07:46,336 - mmaction - INFO - Epoch [2][2080/3757] lr: 1.000e-02, eta: 7 days, 14:38:18, time: 1.647, data_time: 0.022, memory: 7136, top1_acc: 0.3430, top5_acc: 0.6117, loss_cls: 2.9104, loss: 2.9104, grad_norm: 5.6267 2021-01-26 18:08:25,985 - mmaction - INFO - Epoch [2][2100/3757] lr: 1.000e-02, eta: 7 days, 14:41:54, time: 1.977, data_time: 0.016, memory: 7136, top1_acc: 0.3414, top5_acc: 0.6031, loss_cls: 2.9684, loss: 2.9684, grad_norm: 5.7310 2021-01-26 18:08:56,762 - mmaction - INFO - Epoch [2][2120/3757] lr: 1.000e-02, eta: 7 days, 14:36:15, time: 1.537, data_time: 0.008, memory: 7136, top1_acc: 0.3336, top5_acc: 0.5938, loss_cls: 2.9901, loss: 2.9901, grad_norm: 5.6834 2021-01-26 18:09:28,496 - mmaction - INFO - Epoch [2][2140/3757] lr: 1.000e-02, eta: 7 days, 14:31:47, time: 1.592, data_time: 0.014, memory: 7136, top1_acc: 0.3664, top5_acc: 0.6227, loss_cls: 2.8512, loss: 2.8512, grad_norm: 5.6843 2021-01-26 18:10:02,232 - mmaction - INFO - Epoch [2][2160/3757] lr: 1.000e-02, eta: 7 days, 14:29:14, time: 1.683, data_time: 0.015, memory: 7136, top1_acc: 0.3633, top5_acc: 0.6117, loss_cls: 2.8906, loss: 2.8906, grad_norm: 5.7482 2021-01-26 18:10:28,237 - mmaction - INFO - Epoch [2][2180/3757] lr: 1.000e-02, eta: 7 days, 14:18:45, time: 1.300, data_time: 0.009, memory: 7136, top1_acc: 0.3516, top5_acc: 0.6102, loss_cls: 2.9442, loss: 2.9442, grad_norm: 5.5184 2021-01-26 18:10:56,309 - mmaction - INFO - Epoch [2][2200/3757] lr: 1.000e-02, eta: 7 days, 14:10:24, time: 1.400, data_time: 0.007, memory: 7136, top1_acc: 0.3477, top5_acc: 0.6281, loss_cls: 2.8660, loss: 2.8660, grad_norm: 5.7414 2021-01-26 18:11:37,109 - mmaction - INFO - Epoch [2][2220/3757] lr: 1.000e-02, eta: 7 days, 14:15:11, time: 2.034, data_time: 0.030, memory: 7136, top1_acc: 0.3570, top5_acc: 0.6109, loss_cls: 2.9019, loss: 2.9019, grad_norm: 5.6185 2021-01-26 18:12:09,024 - mmaction - INFO - Epoch [2][2240/3757] lr: 1.000e-02, eta: 7 days, 14:11:13, time: 1.611, data_time: 0.021, memory: 7136, top1_acc: 0.3594, top5_acc: 0.6250, loss_cls: 2.9029, loss: 2.9029, grad_norm: 5.7754 2021-01-26 18:12:51,850 - mmaction - INFO - Epoch [2][2260/3757] lr: 1.000e-02, eta: 7 days, 14:18:04, time: 2.137, data_time: 0.005, memory: 7136, top1_acc: 0.3297, top5_acc: 0.6172, loss_cls: 2.9725, loss: 2.9725, grad_norm: 5.7949 2021-01-26 18:13:23,159 - mmaction - INFO - Epoch [2][2280/3757] lr: 1.000e-02, eta: 7 days, 14:12:49, time: 1.547, data_time: 0.008, memory: 7136, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 2.9713, loss: 2.9713, grad_norm: 5.6052 2021-01-26 18:13:59,297 - mmaction - INFO - Epoch [2][2300/3757] lr: 1.000e-02, eta: 7 days, 14:13:16, time: 1.826, data_time: 0.024, memory: 7136, top1_acc: 0.3375, top5_acc: 0.6156, loss_cls: 2.9095, loss: 2.9095, grad_norm: 5.6898 2021-01-26 18:14:36,905 - mmaction - INFO - Epoch [2][2320/3757] lr: 1.000e-02, eta: 7 days, 14:14:42, time: 1.875, data_time: 0.020, memory: 7136, top1_acc: 0.3727, top5_acc: 0.6125, loss_cls: 2.8829, loss: 2.8829, grad_norm: 5.6630 2021-01-26 18:15:08,945 - mmaction - INFO - Epoch [2][2340/3757] lr: 1.000e-02, eta: 7 days, 14:10:48, time: 1.611, data_time: 0.015, memory: 7136, top1_acc: 0.3469, top5_acc: 0.6164, loss_cls: 2.9131, loss: 2.9131, grad_norm: 5.7440 2021-01-26 18:15:48,150 - mmaction - INFO - Epoch [2][2360/3757] lr: 1.000e-02, eta: 7 days, 14:13:55, time: 1.959, data_time: 0.007, memory: 7136, top1_acc: 0.3484, top5_acc: 0.6031, loss_cls: 2.9877, loss: 2.9877, grad_norm: 5.6525 2021-01-26 18:16:23,803 - mmaction - INFO - Epoch [2][2380/3757] lr: 1.000e-02, eta: 7 days, 14:13:28, time: 1.782, data_time: 0.005, memory: 7136, top1_acc: 0.3438, top5_acc: 0.5797, loss_cls: 2.9879, loss: 2.9879, grad_norm: 5.6662 2021-01-26 18:16:58,812 - mmaction - INFO - Epoch [2][2400/3757] lr: 1.000e-02, eta: 7 days, 14:12:18, time: 1.747, data_time: 0.009, memory: 7136, top1_acc: 0.3563, top5_acc: 0.6086, loss_cls: 2.8686, loss: 2.8686, grad_norm: 5.7566 2021-01-26 18:17:28,007 - mmaction - INFO - Epoch [2][2420/3757] lr: 1.000e-02, eta: 7 days, 14:05:29, time: 1.463, data_time: 0.009, memory: 7136, top1_acc: 0.3312, top5_acc: 0.5930, loss_cls: 2.9624, loss: 2.9624, grad_norm: 5.7388 2021-01-26 18:17:56,970 - mmaction - INFO - Epoch [2][2440/3757] lr: 1.000e-02, eta: 7 days, 13:58:19, time: 1.443, data_time: 0.006, memory: 7136, top1_acc: 0.3531, top5_acc: 0.6070, loss_cls: 2.9051, loss: 2.9051, grad_norm: 5.7401 2021-01-26 18:18:22,208 - mmaction - INFO - Epoch [2][2460/3757] lr: 1.000e-02, eta: 7 days, 13:47:33, time: 1.259, data_time: 0.015, memory: 7136, top1_acc: 0.3758, top5_acc: 0.6273, loss_cls: 2.8142, loss: 2.8142, grad_norm: 5.6102 2021-01-26 18:18:52,341 - mmaction - INFO - Epoch [2][2480/3757] lr: 1.000e-02, eta: 7 days, 13:41:57, time: 1.518, data_time: 0.015, memory: 7136, top1_acc: 0.3734, top5_acc: 0.6055, loss_cls: 2.9421, loss: 2.9421, grad_norm: 5.8672 2021-01-26 18:19:18,568 - mmaction - INFO - Epoch [2][2500/3757] lr: 1.000e-02, eta: 7 days, 13:31:42, time: 1.280, data_time: 0.003, memory: 7136, top1_acc: 0.3539, top5_acc: 0.6227, loss_cls: 2.9083, loss: 2.9083, grad_norm: 5.6617 2021-01-26 18:19:46,415 - mmaction - INFO - Epoch [2][2520/3757] lr: 1.000e-02, eta: 7 days, 13:24:14, time: 1.419, data_time: 0.035, memory: 7136, top1_acc: 0.3383, top5_acc: 0.6055, loss_cls: 2.9648, loss: 2.9648, grad_norm: 5.6174 2021-01-26 18:20:22,562 - mmaction - INFO - Epoch [2][2540/3757] lr: 1.000e-02, eta: 7 days, 13:24:07, time: 1.792, data_time: 0.008, memory: 7136, top1_acc: 0.3633, top5_acc: 0.6312, loss_cls: 2.8674, loss: 2.8674, grad_norm: 5.6827 2021-01-26 18:21:04,113 - mmaction - INFO - Epoch [2][2560/3757] lr: 1.000e-02, eta: 7 days, 13:29:36, time: 2.079, data_time: 0.032, memory: 7136, top1_acc: 0.3508, top5_acc: 0.5938, loss_cls: 2.9629, loss: 2.9629, grad_norm: 5.6581 2021-01-26 18:21:36,762 - mmaction - INFO - Epoch [2][2580/3757] lr: 1.000e-02, eta: 7 days, 13:25:59, time: 1.613, data_time: 0.029, memory: 7136, top1_acc: 0.3211, top5_acc: 0.5922, loss_cls: 3.0282, loss: 3.0282, grad_norm: 5.7768 2021-01-26 18:22:13,271 - mmaction - INFO - Epoch [2][2600/3757] lr: 1.000e-02, eta: 7 days, 13:27:02, time: 1.853, data_time: 0.043, memory: 7136, top1_acc: 0.3398, top5_acc: 0.6102, loss_cls: 3.0091, loss: 3.0091, grad_norm: 5.6235 2021-01-26 18:22:51,664 - mmaction - INFO - Epoch [2][2620/3757] lr: 1.000e-02, eta: 7 days, 13:29:27, time: 1.924, data_time: 0.028, memory: 7136, top1_acc: 0.3555, top5_acc: 0.6312, loss_cls: 2.8970, loss: 2.8970, grad_norm: 5.7747 2021-01-26 18:23:23,836 - mmaction - INFO - Epoch [2][2640/3757] lr: 1.000e-02, eta: 7 days, 13:25:49, time: 1.611, data_time: 0.008, memory: 7136, top1_acc: 0.3453, top5_acc: 0.5938, loss_cls: 3.0112, loss: 3.0112, grad_norm: 5.4862 2021-01-26 18:24:01,950 - mmaction - INFO - Epoch [2][2660/3757] lr: 1.000e-02, eta: 7 days, 13:27:34, time: 1.891, data_time: 0.005, memory: 7136, top1_acc: 0.3664, top5_acc: 0.6344, loss_cls: 2.8378, loss: 2.8378, grad_norm: 5.6042 2021-01-26 18:24:44,670 - mmaction - INFO - Epoch [2][2680/3757] lr: 1.000e-02, eta: 7 days, 13:33:53, time: 2.130, data_time: 0.023, memory: 7136, top1_acc: 0.3484, top5_acc: 0.6055, loss_cls: 2.9188, loss: 2.9188, grad_norm: 5.5443 2021-01-26 18:25:23,862 - mmaction - INFO - Epoch [2][2700/3757] lr: 1.000e-02, eta: 7 days, 13:37:11, time: 1.974, data_time: 0.030, memory: 7136, top1_acc: 0.3563, top5_acc: 0.6109, loss_cls: 2.9181, loss: 2.9181, grad_norm: 5.3828 2021-01-26 18:25:57,418 - mmaction - INFO - Epoch [2][2720/3757] lr: 1.000e-02, eta: 7 days, 13:34:58, time: 1.686, data_time: 0.014, memory: 7136, top1_acc: 0.3445, top5_acc: 0.6047, loss_cls: 2.9372, loss: 2.9372, grad_norm: 5.5511 2021-01-26 18:26:24,945 - mmaction - INFO - Epoch [2][2740/3757] lr: 1.000e-02, eta: 7 days, 13:26:26, time: 1.351, data_time: 0.007, memory: 7136, top1_acc: 0.3594, top5_acc: 0.6047, loss_cls: 2.9284, loss: 2.9284, grad_norm: 5.7054 2021-01-26 18:26:52,250 - mmaction - INFO - Epoch [2][2760/3757] lr: 1.000e-02, eta: 7 days, 13:18:39, time: 1.389, data_time: 0.033, memory: 7136, top1_acc: 0.3445, top5_acc: 0.6023, loss_cls: 2.9813, loss: 2.9813, grad_norm: 5.8244 2021-01-26 18:27:22,995 - mmaction - INFO - Epoch [2][2780/3757] lr: 1.000e-02, eta: 7 days, 13:13:37, time: 1.531, data_time: 0.007, memory: 7136, top1_acc: 0.3438, top5_acc: 0.6133, loss_cls: 2.9238, loss: 2.9238, grad_norm: 5.8694 2021-01-26 18:27:52,588 - mmaction - INFO - Epoch [2][2800/3757] lr: 1.000e-02, eta: 7 days, 13:07:36, time: 1.479, data_time: 0.012, memory: 7136, top1_acc: 0.3547, top5_acc: 0.6148, loss_cls: 2.8394, loss: 2.8394, grad_norm: 5.6645 2021-01-26 18:28:19,132 - mmaction - INFO - Epoch [2][2820/3757] lr: 1.000e-02, eta: 7 days, 12:58:50, time: 1.329, data_time: 0.016, memory: 7136, top1_acc: 0.3469, top5_acc: 0.6133, loss_cls: 2.9669, loss: 2.9669, grad_norm: 5.4060 2021-01-26 18:28:55,145 - mmaction - INFO - Epoch [2][2840/3757] lr: 1.000e-02, eta: 7 days, 12:58:48, time: 1.795, data_time: 0.014, memory: 7136, top1_acc: 0.3539, top5_acc: 0.6148, loss_cls: 2.9105, loss: 2.9105, grad_norm: 5.5798 2021-01-26 18:29:28,337 - mmaction - INFO - Epoch [2][2860/3757] lr: 1.000e-02, eta: 7 days, 12:56:12, time: 1.657, data_time: 0.022, memory: 7136, top1_acc: 0.3688, top5_acc: 0.6242, loss_cls: 2.8207, loss: 2.8207, grad_norm: 5.7655 2021-01-26 18:30:05,033 - mmaction - INFO - Epoch [2][2880/3757] lr: 1.000e-02, eta: 7 days, 12:56:55, time: 1.835, data_time: 0.021, memory: 7136, top1_acc: 0.3531, top5_acc: 0.6133, loss_cls: 2.9516, loss: 2.9516, grad_norm: 5.7092 2021-01-26 18:30:42,673 - mmaction - INFO - Epoch [2][2900/3757] lr: 1.000e-02, eta: 7 days, 12:58:36, time: 1.888, data_time: 0.024, memory: 7136, top1_acc: 0.3445, top5_acc: 0.6328, loss_cls: 2.9256, loss: 2.9256, grad_norm: 5.7169 2021-01-26 18:31:27,458 - mmaction - INFO - Epoch [2][2920/3757] lr: 1.000e-02, eta: 7 days, 13:06:56, time: 2.250, data_time: 0.013, memory: 7136, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 2.9937, loss: 2.9937, grad_norm: 5.5092 2021-01-26 18:32:10,362 - mmaction - INFO - Epoch [2][2940/3757] lr: 1.000e-02, eta: 7 days, 13:13:04, time: 2.133, data_time: 0.005, memory: 7136, top1_acc: 0.3484, top5_acc: 0.6102, loss_cls: 2.8795, loss: 2.8795, grad_norm: 5.4660 2021-01-26 18:32:48,359 - mmaction - INFO - Epoch [2][2960/3757] lr: 1.000e-02, eta: 7 days, 13:15:01, time: 1.907, data_time: 0.018, memory: 7136, top1_acc: 0.3164, top5_acc: 0.6016, loss_cls: 3.0184, loss: 3.0184, grad_norm: 5.5302 2021-01-26 18:33:20,813 - mmaction - INFO - Epoch [2][2980/3757] lr: 1.000e-02, eta: 7 days, 13:11:54, time: 1.629, data_time: 0.009, memory: 7136, top1_acc: 0.3406, top5_acc: 0.6195, loss_cls: 2.8461, loss: 2.8461, grad_norm: 5.6137 2021-01-26 18:33:58,336 - mmaction - INFO - Epoch [2][3000/3757] lr: 1.000e-02, eta: 7 days, 13:13:12, time: 1.872, data_time: 0.015, memory: 7136, top1_acc: 0.3734, top5_acc: 0.6062, loss_cls: 2.8861, loss: 2.8861, grad_norm: 5.5619 2021-01-26 18:34:32,079 - mmaction - INFO - Epoch [2][3020/3757] lr: 1.000e-02, eta: 7 days, 13:11:10, time: 1.689, data_time: 0.007, memory: 7136, top1_acc: 0.3547, top5_acc: 0.6203, loss_cls: 2.9560, loss: 2.9560, grad_norm: 5.6238 2021-01-26 18:35:11,501 - mmaction - INFO - Epoch [2][3040/3757] lr: 1.000e-02, eta: 7 days, 13:14:15, time: 1.971, data_time: 0.004, memory: 7136, top1_acc: 0.3586, top5_acc: 0.6281, loss_cls: 2.8591, loss: 2.8591, grad_norm: 5.6183 2021-01-26 18:35:53,885 - mmaction - INFO - Epoch [2][3060/3757] lr: 1.000e-02, eta: 7 days, 13:19:52, time: 2.113, data_time: 0.017, memory: 7136, top1_acc: 0.3633, top5_acc: 0.6188, loss_cls: 2.8867, loss: 2.8867, grad_norm: 5.7539 2021-01-26 18:36:32,599 - mmaction - INFO - Epoch [2][3080/3757] lr: 1.000e-02, eta: 7 days, 13:22:10, time: 1.931, data_time: 0.024, memory: 7136, top1_acc: 0.3773, top5_acc: 0.6227, loss_cls: 2.8562, loss: 2.8562, grad_norm: 5.6642 2021-01-26 18:37:04,766 - mmaction - INFO - Epoch [2][3100/3757] lr: 1.000e-02, eta: 7 days, 13:18:41, time: 1.608, data_time: 0.025, memory: 7136, top1_acc: 0.3797, top5_acc: 0.6102, loss_cls: 2.8286, loss: 2.8286, grad_norm: 5.4952 2021-01-26 18:37:39,141 - mmaction - INFO - Epoch [2][3120/3757] lr: 1.000e-02, eta: 7 days, 13:17:26, time: 1.732, data_time: 0.016, memory: 7136, top1_acc: 0.3563, top5_acc: 0.5945, loss_cls: 2.9574, loss: 2.9574, grad_norm: 5.5329 2021-01-26 18:38:12,936 - mmaction - INFO - Epoch [2][3140/3757] lr: 1.000e-02, eta: 7 days, 13:15:19, time: 1.684, data_time: 0.005, memory: 7136, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.8711, loss: 2.8711, grad_norm: 5.3926 2021-01-26 18:38:34,921 - mmaction - INFO - Epoch [2][3160/3757] lr: 1.000e-02, eta: 7 days, 13:02:44, time: 1.095, data_time: 0.007, memory: 7136, top1_acc: 0.3898, top5_acc: 0.6273, loss_cls: 2.7845, loss: 2.7845, grad_norm: 5.6208 2021-01-26 18:39:09,454 - mmaction - INFO - Epoch [2][3180/3757] lr: 1.000e-02, eta: 7 days, 13:01:21, time: 1.722, data_time: 0.016, memory: 7136, top1_acc: 0.3875, top5_acc: 0.6289, loss_cls: 2.8395, loss: 2.8395, grad_norm: 5.7626 2021-01-26 18:39:48,870 - mmaction - INFO - Epoch [2][3200/3757] lr: 1.000e-02, eta: 7 days, 13:04:27, time: 1.976, data_time: 0.018, memory: 7136, top1_acc: 0.3430, top5_acc: 0.6188, loss_cls: 2.8720, loss: 2.8720, grad_norm: 5.6664 2021-01-26 18:40:25,537 - mmaction - INFO - Epoch [2][3220/3757] lr: 1.000e-02, eta: 7 days, 13:05:06, time: 1.838, data_time: 0.012, memory: 7136, top1_acc: 0.3477, top5_acc: 0.6094, loss_cls: 2.9658, loss: 2.9658, grad_norm: 5.5718 2021-01-26 18:41:08,373 - mmaction - INFO - Epoch [2][3240/3757] lr: 1.000e-02, eta: 7 days, 13:11:08, time: 2.145, data_time: 0.007, memory: 7136, top1_acc: 0.3234, top5_acc: 0.5852, loss_cls: 3.0294, loss: 3.0294, grad_norm: 5.3911 2021-01-26 18:41:41,145 - mmaction - INFO - Epoch [2][3260/3757] lr: 1.000e-02, eta: 7 days, 13:08:16, time: 1.638, data_time: 0.003, memory: 7136, top1_acc: 0.3500, top5_acc: 0.5992, loss_cls: 2.9585, loss: 2.9585, grad_norm: 5.5174 2021-01-26 18:42:22,910 - mmaction - INFO - Epoch [2][3280/3757] lr: 1.000e-02, eta: 7 days, 13:13:07, time: 2.081, data_time: 0.003, memory: 7136, top1_acc: 0.3805, top5_acc: 0.6453, loss_cls: 2.6929, loss: 2.6929, grad_norm: 5.5519 2021-01-26 18:42:53,767 - mmaction - INFO - Epoch [2][3300/3757] lr: 1.000e-02, eta: 7 days, 13:08:40, time: 1.548, data_time: 0.016, memory: 7136, top1_acc: 0.3648, top5_acc: 0.6305, loss_cls: 2.7906, loss: 2.7906, grad_norm: 5.7846 2021-01-26 18:43:32,897 - mmaction - INFO - Epoch [2][3320/3757] lr: 1.000e-02, eta: 7 days, 13:11:22, time: 1.958, data_time: 0.014, memory: 7136, top1_acc: 0.3383, top5_acc: 0.5875, loss_cls: 2.9891, loss: 2.9891, grad_norm: 5.6055 2021-01-26 18:44:11,958 - mmaction - INFO - Epoch [2][3340/3757] lr: 1.000e-02, eta: 7 days, 13:13:43, time: 1.939, data_time: 0.005, memory: 7136, top1_acc: 0.3641, top5_acc: 0.6031, loss_cls: 2.9251, loss: 2.9251, grad_norm: 5.3984 2021-01-26 18:44:54,639 - mmaction - INFO - Epoch [2][3360/3757] lr: 1.000e-02, eta: 7 days, 13:19:27, time: 2.137, data_time: 0.017, memory: 7136, top1_acc: 0.3508, top5_acc: 0.6133, loss_cls: 2.9018, loss: 2.9018, grad_norm: 5.5913 2021-01-26 18:45:34,752 - mmaction - INFO - Epoch [2][3380/3757] lr: 1.000e-02, eta: 7 days, 13:22:59, time: 2.010, data_time: 0.038, memory: 7136, top1_acc: 0.3602, top5_acc: 0.6281, loss_cls: 2.8465, loss: 2.8465, grad_norm: 5.6699 2021-01-26 18:46:06,081 - mmaction - INFO - Epoch [2][3400/3757] lr: 1.000e-02, eta: 7 days, 13:18:51, time: 1.565, data_time: 0.009, memory: 7136, top1_acc: 0.3563, top5_acc: 0.6281, loss_cls: 2.8761, loss: 2.8761, grad_norm: 5.7728 2021-01-26 18:46:35,752 - mmaction - INFO - Epoch [2][3420/3757] lr: 1.000e-02, eta: 7 days, 13:13:19, time: 1.482, data_time: 0.014, memory: 7136, top1_acc: 0.3773, top5_acc: 0.6297, loss_cls: 2.8212, loss: 2.8212, grad_norm: 5.5991 2021-01-26 18:47:03,438 - mmaction - INFO - Epoch [2][3440/3757] lr: 1.000e-02, eta: 7 days, 13:06:02, time: 1.379, data_time: 0.015, memory: 7136, top1_acc: 0.3547, top5_acc: 0.5992, loss_cls: 2.9124, loss: 2.9124, grad_norm: 5.6164 2021-01-26 18:47:36,366 - mmaction - INFO - Epoch [2][3460/3757] lr: 1.000e-02, eta: 7 days, 13:03:36, time: 1.661, data_time: 0.026, memory: 7136, top1_acc: 0.3742, top5_acc: 0.6273, loss_cls: 2.8520, loss: 2.8520, grad_norm: 5.7519 2021-01-26 18:48:07,384 - mmaction - INFO - Epoch [2][3480/3757] lr: 1.000e-02, eta: 7 days, 12:59:15, time: 1.547, data_time: 0.008, memory: 7136, top1_acc: 0.3547, top5_acc: 0.6156, loss_cls: 2.8548, loss: 2.8548, grad_norm: 5.4648 2021-01-26 18:48:39,109 - mmaction - INFO - Epoch [2][3500/3757] lr: 1.000e-02, eta: 7 days, 12:55:17, time: 1.569, data_time: 0.005, memory: 7136, top1_acc: 0.3500, top5_acc: 0.6211, loss_cls: 2.9071, loss: 2.9071, grad_norm: 5.4605 2021-01-26 18:49:05,552 - mmaction - INFO - Epoch [2][3520/3757] lr: 1.000e-02, eta: 7 days, 12:47:30, time: 1.342, data_time: 0.023, memory: 7136, top1_acc: 0.3750, top5_acc: 0.6148, loss_cls: 2.7827, loss: 2.7827, grad_norm: 5.7320 2021-01-26 18:49:44,712 - mmaction - INFO - Epoch [2][3540/3757] lr: 1.000e-02, eta: 7 days, 12:49:52, time: 1.942, data_time: 0.004, memory: 7136, top1_acc: 0.3656, top5_acc: 0.6297, loss_cls: 2.8553, loss: 2.8553, grad_norm: 5.7071 2021-01-26 18:50:14,559 - mmaction - INFO - Epoch [2][3560/3757] lr: 1.000e-02, eta: 7 days, 12:44:56, time: 1.508, data_time: 0.023, memory: 7136, top1_acc: 0.3602, top5_acc: 0.6172, loss_cls: 2.9065, loss: 2.9065, grad_norm: 5.5309 2021-01-26 18:50:54,055 - mmaction - INFO - Epoch [2][3580/3757] lr: 1.000e-02, eta: 7 days, 12:47:43, time: 1.967, data_time: 0.021, memory: 7136, top1_acc: 0.3680, top5_acc: 0.6414, loss_cls: 2.7798, loss: 2.7798, grad_norm: 5.5998 2021-01-26 18:51:27,983 - mmaction - INFO - Epoch [2][3600/3757] lr: 1.000e-02, eta: 7 days, 12:45:57, time: 1.697, data_time: 0.012, memory: 7136, top1_acc: 0.3484, top5_acc: 0.6062, loss_cls: 2.9087, loss: 2.9087, grad_norm: 5.7023 2021-01-26 18:52:00,902 - mmaction - INFO - Epoch [2][3620/3757] lr: 1.000e-02, eta: 7 days, 12:43:17, time: 1.642, data_time: 0.012, memory: 7136, top1_acc: 0.3859, top5_acc: 0.6430, loss_cls: 2.8112, loss: 2.8112, grad_norm: 5.7384 2021-01-26 18:52:48,165 - mmaction - INFO - Epoch [2][3640/3757] lr: 1.000e-02, eta: 7 days, 12:52:23, time: 2.350, data_time: 0.015, memory: 7136, top1_acc: 0.3836, top5_acc: 0.6180, loss_cls: 2.8769, loss: 2.8769, grad_norm: 5.5413 2021-01-26 18:53:19,930 - mmaction - INFO - Epoch [2][3660/3757] lr: 1.000e-02, eta: 7 days, 12:49:11, time: 1.610, data_time: 0.029, memory: 7136, top1_acc: 0.3797, top5_acc: 0.6438, loss_cls: 2.8036, loss: 2.8036, grad_norm: 5.7122 2021-01-26 18:53:49,096 - mmaction - INFO - Epoch [2][3680/3757] lr: 1.000e-02, eta: 7 days, 12:43:22, time: 1.452, data_time: 0.009, memory: 7136, top1_acc: 0.3633, top5_acc: 0.6117, loss_cls: 2.8386, loss: 2.8386, grad_norm: 5.5896 2021-01-26 18:54:25,600 - mmaction - INFO - Epoch [2][3700/3757] lr: 1.000e-02, eta: 7 days, 12:43:40, time: 1.821, data_time: 0.014, memory: 7136, top1_acc: 0.3578, top5_acc: 0.6188, loss_cls: 2.8698, loss: 2.8698, grad_norm: 5.4176 2021-01-26 18:54:59,505 - mmaction - INFO - Epoch [2][3720/3757] lr: 1.000e-02, eta: 7 days, 12:42:09, time: 1.710, data_time: 0.024, memory: 7136, top1_acc: 0.3461, top5_acc: 0.6148, loss_cls: 2.8734, loss: 2.8734, grad_norm: 5.6510 2021-01-26 18:55:33,010 - mmaction - INFO - Epoch [2][3740/3757] lr: 1.000e-02, eta: 7 days, 12:39:54, time: 1.666, data_time: 0.009, memory: 7136, top1_acc: 0.3711, top5_acc: 0.6492, loss_cls: 2.7876, loss: 2.7876, grad_norm: 5.6569 2021-01-26 18:56:24,868 - mmaction - INFO - Saving checkpoint at 2 epochs 2021-01-26 20:49:17,811 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-26 20:49:20,613 - mmaction - INFO - top1_acc 0.4471 top5_acc 0.7275 2021-01-26 20:49:20,614 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-26 20:49:20,831 - mmaction - INFO - mean_acc 0.4470 2021-01-26 20:49:20,832 - mmaction - INFO - Now best checkpoint is epoch_2.pth 2021-01-26 20:49:20,898 - mmaction - INFO - Epoch(val) [2][3757] top1_acc: 0.4471, top5_acc: 0.7275, mean_class_accuracy: 0.4470 2021-01-26 20:53:03,155 - mmaction - INFO - Epoch [3][20/3757] lr: 1.000e-02, eta: 7 days, 14:46:16, time: 11.093, data_time: 8.486, memory: 7136, top1_acc: 0.3820, top5_acc: 0.6539, loss_cls: 2.7345, loss: 2.7345, grad_norm: 5.7382 2021-01-26 20:53:40,932 - mmaction - INFO - Epoch [3][40/3757] lr: 1.000e-02, eta: 7 days, 14:47:18, time: 1.888, data_time: 0.019, memory: 7136, top1_acc: 0.3820, top5_acc: 0.6258, loss_cls: 2.8272, loss: 2.8272, grad_norm: 5.5190 2021-01-26 20:54:25,154 - mmaction - INFO - Epoch [3][60/3757] lr: 1.000e-02, eta: 7 days, 14:53:44, time: 2.221, data_time: 0.027, memory: 7136, top1_acc: 0.3703, top5_acc: 0.6406, loss_cls: 2.7350, loss: 2.7350, grad_norm: 5.6338 2021-01-26 20:54:58,501 - mmaction - INFO - Epoch [3][80/3757] lr: 1.000e-02, eta: 7 days, 14:50:54, time: 1.650, data_time: 0.011, memory: 7136, top1_acc: 0.3758, top5_acc: 0.6547, loss_cls: 2.7493, loss: 2.7493, grad_norm: 5.6375 2021-01-26 20:55:33,334 - mmaction - INFO - Epoch [3][100/3757] lr: 1.000e-02, eta: 7 days, 14:49:39, time: 1.747, data_time: 0.028, memory: 7136, top1_acc: 0.3570, top5_acc: 0.6312, loss_cls: 2.8514, loss: 2.8514, grad_norm: 5.8435 2021-01-26 20:56:03,727 - mmaction - INFO - Epoch [3][120/3757] lr: 1.000e-02, eta: 7 days, 14:45:03, time: 1.539, data_time: 0.022, memory: 7136, top1_acc: 0.3609, top5_acc: 0.6297, loss_cls: 2.8456, loss: 2.8456, grad_norm: 5.4396 2021-01-26 20:56:37,766 - mmaction - INFO - Epoch [3][140/3757] lr: 1.000e-02, eta: 7 days, 14:42:58, time: 1.696, data_time: 0.002, memory: 7136, top1_acc: 0.3906, top5_acc: 0.6258, loss_cls: 2.8130, loss: 2.8130, grad_norm: 5.3675 2021-01-26 20:57:09,601 - mmaction - INFO - Epoch [3][160/3757] lr: 1.000e-02, eta: 7 days, 14:39:20, time: 1.597, data_time: 0.008, memory: 7136, top1_acc: 0.3844, top5_acc: 0.6328, loss_cls: 2.8022, loss: 2.8022, grad_norm: 5.5518 2021-01-26 20:57:40,019 - mmaction - INFO - Epoch [3][180/3757] lr: 1.000e-02, eta: 7 days, 14:34:16, time: 1.506, data_time: 0.026, memory: 7136, top1_acc: 0.4109, top5_acc: 0.6477, loss_cls: 2.6993, loss: 2.6993, grad_norm: 5.5023 2021-01-26 20:58:07,543 - mmaction - INFO - Epoch [3][200/3757] lr: 1.000e-02, eta: 7 days, 14:27:24, time: 1.391, data_time: 0.016, memory: 7136, top1_acc: 0.3688, top5_acc: 0.6391, loss_cls: 2.7581, loss: 2.7581, grad_norm: 5.8995 2021-01-26 20:58:41,721 - mmaction - INFO - Epoch [3][220/3757] lr: 1.000e-02, eta: 7 days, 14:25:25, time: 1.698, data_time: 0.007, memory: 7136, top1_acc: 0.3773, top5_acc: 0.6438, loss_cls: 2.7696, loss: 2.7696, grad_norm: 5.6657 2021-01-26 20:59:15,278 - mmaction - INFO - Epoch [3][240/3757] lr: 1.000e-02, eta: 7 days, 14:22:51, time: 1.659, data_time: 0.021, memory: 7136, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.6628, loss: 2.6628, grad_norm: 5.6034 2021-01-26 20:59:41,771 - mmaction - INFO - Epoch [3][260/3757] lr: 1.000e-02, eta: 7 days, 14:15:26, time: 1.353, data_time: 0.032, memory: 7136, top1_acc: 0.3875, top5_acc: 0.6625, loss_cls: 2.7005, loss: 2.7005, grad_norm: 5.6322 2021-01-26 21:00:06,199 - mmaction - INFO - Epoch [3][280/3757] lr: 1.000e-02, eta: 7 days, 14:05:50, time: 1.211, data_time: 0.008, memory: 7136, top1_acc: 0.3992, top5_acc: 0.6656, loss_cls: 2.6532, loss: 2.6532, grad_norm: 5.6411 2021-01-26 21:00:40,832 - mmaction - INFO - Epoch [3][300/3757] lr: 1.000e-02, eta: 7 days, 14:04:39, time: 1.744, data_time: 0.021, memory: 7136, top1_acc: 0.4117, top5_acc: 0.6531, loss_cls: 2.6881, loss: 2.6881, grad_norm: 5.6593 2021-01-26 21:01:08,341 - mmaction - INFO - Epoch [3][320/3757] lr: 1.000e-02, eta: 7 days, 13:57:30, time: 1.363, data_time: 0.004, memory: 7136, top1_acc: 0.3898, top5_acc: 0.6469, loss_cls: 2.6698, loss: 2.6698, grad_norm: 5.5260 2021-01-26 21:01:44,276 - mmaction - INFO - Epoch [3][340/3757] lr: 1.000e-02, eta: 7 days, 13:57:03, time: 1.790, data_time: 0.016, memory: 7136, top1_acc: 0.3594, top5_acc: 0.6086, loss_cls: 2.9004, loss: 2.9004, grad_norm: 5.8336 2021-01-26 21:02:28,587 - mmaction - INFO - Epoch [3][360/3757] lr: 1.000e-02, eta: 7 days, 14:03:30, time: 2.233, data_time: 0.022, memory: 7136, top1_acc: 0.3742, top5_acc: 0.6414, loss_cls: 2.7619, loss: 2.7619, grad_norm: 5.5750 2021-01-26 21:02:59,385 - mmaction - INFO - Epoch [3][380/3757] lr: 1.000e-02, eta: 7 days, 13:58:45, time: 1.514, data_time: 0.007, memory: 7136, top1_acc: 0.3812, top5_acc: 0.6430, loss_cls: 2.7933, loss: 2.7933, grad_norm: 5.5645 2021-01-26 21:03:38,622 - mmaction - INFO - Epoch [3][400/3757] lr: 1.000e-02, eta: 7 days, 14:01:12, time: 1.977, data_time: 0.035, memory: 7136, top1_acc: 0.3742, top5_acc: 0.6328, loss_cls: 2.8093, loss: 2.8093, grad_norm: 5.5353 2021-01-26 21:04:10,978 - mmaction - INFO - Epoch [3][420/3757] lr: 1.000e-02, eta: 7 days, 13:58:04, time: 1.618, data_time: 0.021, memory: 7136, top1_acc: 0.3883, top5_acc: 0.6352, loss_cls: 2.7429, loss: 2.7429, grad_norm: 5.4176 2021-01-26 21:04:45,042 - mmaction - INFO - Epoch [3][440/3757] lr: 1.000e-02, eta: 7 days, 13:56:21, time: 1.708, data_time: 0.014, memory: 7136, top1_acc: 0.3727, top5_acc: 0.6359, loss_cls: 2.7673, loss: 2.7673, grad_norm: 5.7254 2021-01-26 21:05:29,722 - mmaction - INFO - Epoch [3][460/3757] lr: 1.000e-02, eta: 7 days, 14:02:23, time: 2.212, data_time: 0.013, memory: 7136, top1_acc: 0.3789, top5_acc: 0.6250, loss_cls: 2.8045, loss: 2.8045, grad_norm: 5.7055 2021-01-26 21:06:07,475 - mmaction - INFO - Epoch [3][480/3757] lr: 1.000e-02, eta: 7 days, 14:03:51, time: 1.917, data_time: 0.031, memory: 7136, top1_acc: 0.3711, top5_acc: 0.6367, loss_cls: 2.8115, loss: 2.8115, grad_norm: 5.7772 2021-01-26 21:06:55,256 - mmaction - INFO - Epoch [3][500/3757] lr: 1.000e-02, eta: 7 days, 14:12:08, time: 2.363, data_time: 0.012, memory: 7136, top1_acc: 0.3898, top5_acc: 0.6289, loss_cls: 2.8052, loss: 2.8052, grad_norm: 5.7914 2021-01-26 21:07:31,127 - mmaction - INFO - Epoch [3][520/3757] lr: 1.000e-02, eta: 7 days, 14:12:04, time: 1.820, data_time: 0.033, memory: 7136, top1_acc: 0.3664, top5_acc: 0.6242, loss_cls: 2.8253, loss: 2.8253, grad_norm: 5.5791 2021-01-26 21:08:08,290 - mmaction - INFO - Epoch [3][540/3757] lr: 1.000e-02, eta: 7 days, 14:12:32, time: 1.854, data_time: 0.107, memory: 7136, top1_acc: 0.3656, top5_acc: 0.6234, loss_cls: 2.8195, loss: 2.8195, grad_norm: 5.5081 2021-01-26 21:08:57,745 - mmaction - INFO - Epoch [3][560/3757] lr: 1.000e-02, eta: 7 days, 14:22:02, time: 2.449, data_time: 0.027, memory: 7136, top1_acc: 0.3773, top5_acc: 0.6266, loss_cls: 2.8132, loss: 2.8132, grad_norm: 5.5510 2021-01-26 21:09:35,409 - mmaction - INFO - Epoch [3][580/3757] lr: 1.000e-02, eta: 7 days, 14:23:16, time: 1.906, data_time: 0.031, memory: 7136, top1_acc: 0.3820, top5_acc: 0.6516, loss_cls: 2.6966, loss: 2.6966, grad_norm: 5.5417 2021-01-26 21:10:26,261 - mmaction - INFO - Epoch [3][600/3757] lr: 1.000e-02, eta: 7 days, 14:33:44, time: 2.520, data_time: 0.067, memory: 7136, top1_acc: 0.3719, top5_acc: 0.6398, loss_cls: 2.8487, loss: 2.8487, grad_norm: 5.4552 2021-01-26 21:11:14,103 - mmaction - INFO - Epoch [3][620/3757] lr: 1.000e-02, eta: 7 days, 14:42:40, time: 2.420, data_time: 0.030, memory: 7136, top1_acc: 0.3625, top5_acc: 0.6477, loss_cls: 2.7538, loss: 2.7538, grad_norm: 5.5240 2021-01-26 21:11:57,680 - mmaction - INFO - Epoch [3][640/3757] lr: 1.000e-02, eta: 7 days, 14:47:53, time: 2.177, data_time: 0.009, memory: 7136, top1_acc: 0.3750, top5_acc: 0.6570, loss_cls: 2.6984, loss: 2.6984, grad_norm: 5.5017 2021-01-26 21:12:45,213 - mmaction - INFO - Epoch [3][660/3757] lr: 1.000e-02, eta: 7 days, 14:55:55, time: 2.366, data_time: 0.004, memory: 7136, top1_acc: 0.3727, top5_acc: 0.6383, loss_cls: 2.7689, loss: 2.7689, grad_norm: 5.5789 2021-01-26 21:13:29,010 - mmaction - INFO - Epoch [3][680/3757] lr: 1.000e-02, eta: 7 days, 15:01:06, time: 2.179, data_time: 0.054, memory: 7136, top1_acc: 0.3906, top5_acc: 0.6656, loss_cls: 2.6674, loss: 2.6674, grad_norm: 5.5411 2021-01-26 21:14:01,567 - mmaction - INFO - Epoch [3][700/3757] lr: 1.000e-02, eta: 7 days, 14:58:10, time: 1.636, data_time: 0.026, memory: 7136, top1_acc: 0.3742, top5_acc: 0.6070, loss_cls: 2.8441, loss: 2.8441, grad_norm: 5.5807 2021-01-26 21:14:43,672 - mmaction - INFO - Epoch [3][720/3757] lr: 1.000e-02, eta: 7 days, 15:02:26, time: 2.119, data_time: 0.020, memory: 7136, top1_acc: 0.4070, top5_acc: 0.6484, loss_cls: 2.7215, loss: 2.7215, grad_norm: 5.6191 2021-01-26 21:15:21,931 - mmaction - INFO - Epoch [3][740/3757] lr: 1.000e-02, eta: 7 days, 15:03:37, time: 1.914, data_time: 0.004, memory: 7136, top1_acc: 0.3891, top5_acc: 0.6508, loss_cls: 2.7192, loss: 2.7192, grad_norm: 5.5984 2021-01-26 21:16:02,139 - mmaction - INFO - Epoch [3][760/3757] lr: 1.000e-02, eta: 7 days, 15:06:05, time: 2.001, data_time: 0.004, memory: 7136, top1_acc: 0.4016, top5_acc: 0.6703, loss_cls: 2.6802, loss: 2.6802, grad_norm: 5.6928 2021-01-26 21:16:46,480 - mmaction - INFO - Epoch [3][780/3757] lr: 1.000e-02, eta: 7 days, 15:11:30, time: 2.201, data_time: 0.012, memory: 7136, top1_acc: 0.4148, top5_acc: 0.6438, loss_cls: 2.7043, loss: 2.7043, grad_norm: 5.5346 2021-01-26 21:17:36,919 - mmaction - INFO - Epoch [3][800/3757] lr: 1.000e-02, eta: 7 days, 15:21:20, time: 2.503, data_time: 0.027, memory: 7136, top1_acc: 0.3672, top5_acc: 0.6539, loss_cls: 2.7596, loss: 2.7596, grad_norm: 5.7758 2021-01-26 21:18:28,526 - mmaction - INFO - Epoch [3][820/3757] lr: 1.000e-02, eta: 7 days, 15:32:39, time: 2.608, data_time: 0.048, memory: 7136, top1_acc: 0.3727, top5_acc: 0.6297, loss_cls: 2.8058, loss: 2.8058, grad_norm: 5.6933 2021-01-26 21:18:59,581 - mmaction - INFO - Epoch [3][840/3757] lr: 1.000e-02, eta: 7 days, 15:28:42, time: 1.570, data_time: 0.025, memory: 7136, top1_acc: 0.3664, top5_acc: 0.6281, loss_cls: 2.8278, loss: 2.8278, grad_norm: 5.4334 2021-01-26 21:19:39,136 - mmaction - INFO - Epoch [3][860/3757] lr: 1.000e-02, eta: 7 days, 15:30:31, time: 1.963, data_time: 0.002, memory: 7136, top1_acc: 0.3914, top5_acc: 0.6422, loss_cls: 2.7301, loss: 2.7301, grad_norm: 5.6279 2021-01-26 21:20:26,971 - mmaction - INFO - Epoch [3][880/3757] lr: 1.000e-02, eta: 7 days, 15:38:36, time: 2.394, data_time: 0.256, memory: 7136, top1_acc: 0.4039, top5_acc: 0.6586, loss_cls: 2.6816, loss: 2.6816, grad_norm: 5.6719 2021-01-26 21:21:03,243 - mmaction - INFO - Epoch [3][900/3757] lr: 1.000e-02, eta: 7 days, 15:38:21, time: 1.825, data_time: 0.015, memory: 7136, top1_acc: 0.3773, top5_acc: 0.6422, loss_cls: 2.7976, loss: 2.7976, grad_norm: 5.5474 2021-01-26 21:21:53,577 - mmaction - INFO - Epoch [3][920/3757] lr: 1.000e-02, eta: 7 days, 15:47:46, time: 2.490, data_time: 0.007, memory: 7136, top1_acc: 0.3859, top5_acc: 0.6461, loss_cls: 2.7418, loss: 2.7418, grad_norm: 5.6262 2021-01-26 21:22:26,608 - mmaction - INFO - Epoch [3][940/3757] lr: 1.000e-02, eta: 7 days, 15:45:12, time: 1.666, data_time: 0.030, memory: 7136, top1_acc: 0.3945, top5_acc: 0.6516, loss_cls: 2.7257, loss: 2.7257, grad_norm: 5.4995 2021-01-26 21:23:09,354 - mmaction - INFO - Epoch [3][960/3757] lr: 1.000e-02, eta: 7 days, 15:49:24, time: 2.133, data_time: 0.019, memory: 7136, top1_acc: 0.3820, top5_acc: 0.6469, loss_cls: 2.7267, loss: 2.7267, grad_norm: 5.6198 2021-01-26 21:23:46,439 - mmaction - INFO - Epoch [3][980/3757] lr: 1.000e-02, eta: 7 days, 15:49:29, time: 1.850, data_time: 0.025, memory: 7136, top1_acc: 0.3695, top5_acc: 0.6234, loss_cls: 2.8131, loss: 2.8131, grad_norm: 5.6019 2021-01-26 21:24:25,228 - mmaction - INFO - Epoch [3][1000/3757] lr: 1.000e-02, eta: 7 days, 15:51:05, time: 1.955, data_time: 0.105, memory: 7136, top1_acc: 0.3992, top5_acc: 0.6570, loss_cls: 2.6486, loss: 2.6486, grad_norm: 5.6548 2021-01-26 21:25:07,367 - mmaction - INFO - Epoch [3][1020/3757] lr: 1.000e-02, eta: 7 days, 15:54:42, time: 2.097, data_time: 0.017, memory: 7136, top1_acc: 0.3898, top5_acc: 0.6438, loss_cls: 2.7195, loss: 2.7195, grad_norm: 5.7526 2021-01-26 21:26:00,586 - mmaction - INFO - Epoch [3][1040/3757] lr: 1.000e-02, eta: 7 days, 16:06:23, time: 2.662, data_time: 0.021, memory: 7136, top1_acc: 0.3906, top5_acc: 0.6562, loss_cls: 2.7264, loss: 2.7264, grad_norm: 5.5910 2021-01-26 21:26:39,073 - mmaction - INFO - Epoch [3][1060/3757] lr: 1.000e-02, eta: 7 days, 16:07:30, time: 1.926, data_time: 0.018, memory: 7136, top1_acc: 0.3828, top5_acc: 0.6469, loss_cls: 2.7314, loss: 2.7314, grad_norm: 5.6196 2021-01-26 21:27:18,247 - mmaction - INFO - Epoch [3][1080/3757] lr: 1.000e-02, eta: 7 days, 16:09:03, time: 1.956, data_time: 0.113, memory: 7136, top1_acc: 0.3906, top5_acc: 0.6508, loss_cls: 2.7344, loss: 2.7344, grad_norm: 5.4801 2021-01-26 21:28:03,354 - mmaction - INFO - Epoch [3][1100/3757] lr: 1.000e-02, eta: 7 days, 16:14:25, time: 2.226, data_time: 0.020, memory: 7136, top1_acc: 0.3805, top5_acc: 0.6391, loss_cls: 2.7592, loss: 2.7592, grad_norm: 5.6036 2021-01-26 21:28:34,828 - mmaction - INFO - Epoch [3][1120/3757] lr: 1.000e-02, eta: 7 days, 16:10:56, time: 1.603, data_time: 0.067, memory: 7136, top1_acc: 0.3656, top5_acc: 0.6453, loss_cls: 2.7884, loss: 2.7884, grad_norm: 5.6779 2021-01-26 21:29:15,803 - mmaction - INFO - Epoch [3][1140/3757] lr: 1.000e-02, eta: 7 days, 16:13:43, time: 2.046, data_time: 0.057, memory: 7136, top1_acc: 0.4016, top5_acc: 0.6562, loss_cls: 2.7098, loss: 2.7098, grad_norm: 5.5255 2021-01-26 21:29:57,764 - mmaction - INFO - Epoch [3][1160/3757] lr: 1.000e-02, eta: 7 days, 16:17:30, time: 2.118, data_time: 0.024, memory: 7136, top1_acc: 0.3797, top5_acc: 0.6531, loss_cls: 2.7058, loss: 2.7058, grad_norm: 5.5339 2021-01-26 21:30:39,311 - mmaction - INFO - Epoch [3][1180/3757] lr: 1.000e-02, eta: 7 days, 16:20:41, time: 2.077, data_time: 0.004, memory: 7136, top1_acc: 0.3828, top5_acc: 0.6320, loss_cls: 2.7243, loss: 2.7243, grad_norm: 5.6168 2021-01-26 21:31:27,708 - mmaction - INFO - Epoch [3][1200/3757] lr: 1.000e-02, eta: 7 days, 16:28:40, time: 2.420, data_time: 0.003, memory: 7136, top1_acc: 0.3922, top5_acc: 0.6508, loss_cls: 2.7250, loss: 2.7250, grad_norm: 5.6968 2021-01-26 21:32:03,444 - mmaction - INFO - Epoch [3][1220/3757] lr: 1.000e-02, eta: 7 days, 16:27:45, time: 1.787, data_time: 0.087, memory: 7136, top1_acc: 0.3625, top5_acc: 0.6289, loss_cls: 2.8278, loss: 2.8278, grad_norm: 5.7977 2021-01-26 21:32:41,287 - mmaction - INFO - Epoch [3][1240/3757] lr: 1.000e-02, eta: 7 days, 16:28:03, time: 1.875, data_time: 0.004, memory: 7136, top1_acc: 0.3789, top5_acc: 0.6461, loss_cls: 2.6842, loss: 2.6842, grad_norm: 5.4552 2021-01-26 21:33:18,368 - mmaction - INFO - Epoch [3][1260/3757] lr: 1.000e-02, eta: 7 days, 16:28:08, time: 1.859, data_time: 0.039, memory: 7136, top1_acc: 0.4031, top5_acc: 0.6391, loss_cls: 2.6550, loss: 2.6550, grad_norm: 5.5758 2021-01-26 21:33:54,555 - mmaction - INFO - Epoch [3][1280/3757] lr: 1.000e-02, eta: 7 days, 16:27:32, time: 1.810, data_time: 0.014, memory: 7136, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.7974, loss: 2.7974, grad_norm: 5.4804 2021-01-26 21:34:27,073 - mmaction - INFO - Epoch [3][1300/3757] lr: 1.000e-02, eta: 7 days, 16:24:27, time: 1.631, data_time: 0.018, memory: 7136, top1_acc: 0.3828, top5_acc: 0.6492, loss_cls: 2.7152, loss: 2.7152, grad_norm: 5.5836 2021-01-26 21:35:12,413 - mmaction - INFO - Epoch [3][1320/3757] lr: 1.000e-02, eta: 7 days, 16:30:01, time: 2.256, data_time: 0.023, memory: 7136, top1_acc: 0.3727, top5_acc: 0.6445, loss_cls: 2.7787, loss: 2.7787, grad_norm: 5.6287 2021-01-26 21:35:52,924 - mmaction - INFO - Epoch [3][1340/3757] lr: 1.000e-02, eta: 7 days, 16:32:27, time: 2.030, data_time: 0.021, memory: 7136, top1_acc: 0.3805, top5_acc: 0.6320, loss_cls: 2.7835, loss: 2.7835, grad_norm: 5.5665 2021-01-26 21:36:25,142 - mmaction - INFO - Epoch [3][1360/3757] lr: 1.000e-02, eta: 7 days, 16:29:16, time: 1.624, data_time: 0.019, memory: 7136, top1_acc: 0.3727, top5_acc: 0.6312, loss_cls: 2.7839, loss: 2.7839, grad_norm: 5.4597 2021-01-26 21:36:53,864 - mmaction - INFO - Epoch [3][1380/3757] lr: 1.000e-02, eta: 7 days, 16:23:31, time: 1.436, data_time: 0.003, memory: 7136, top1_acc: 0.3828, top5_acc: 0.6398, loss_cls: 2.7660, loss: 2.7660, grad_norm: 5.7389 2021-01-26 21:37:33,619 - mmaction - INFO - Epoch [3][1400/3757] lr: 1.000e-02, eta: 7 days, 16:25:03, time: 1.966, data_time: 0.004, memory: 7136, top1_acc: 0.3852, top5_acc: 0.6594, loss_cls: 2.6557, loss: 2.6557, grad_norm: 5.8177 2021-01-26 21:38:08,883 - mmaction - INFO - Epoch [3][1420/3757] lr: 1.000e-02, eta: 7 days, 16:24:06, time: 1.784, data_time: 0.026, memory: 7136, top1_acc: 0.3586, top5_acc: 0.6242, loss_cls: 2.8416, loss: 2.8416, grad_norm: 5.6118 2021-01-26 21:38:45,842 - mmaction - INFO - Epoch [3][1440/3757] lr: 1.000e-02, eta: 7 days, 16:23:58, time: 1.845, data_time: 0.005, memory: 7136, top1_acc: 0.3922, top5_acc: 0.6359, loss_cls: 2.7472, loss: 2.7472, grad_norm: 5.6331 2021-01-26 21:39:21,025 - mmaction - INFO - Epoch [3][1460/3757] lr: 1.000e-02, eta: 7 days, 16:22:27, time: 1.743, data_time: 0.007, memory: 7136, top1_acc: 0.3711, top5_acc: 0.6266, loss_cls: 2.8017, loss: 2.8017, grad_norm: 5.5377 2021-01-26 21:39:56,116 - mmaction - INFO - Epoch [3][1480/3757] lr: 1.000e-02, eta: 7 days, 16:21:11, time: 1.761, data_time: 0.025, memory: 7136, top1_acc: 0.4102, top5_acc: 0.6367, loss_cls: 2.6821, loss: 2.6821, grad_norm: 5.6561 2021-01-26 21:40:24,834 - mmaction - INFO - Epoch [3][1500/3757] lr: 1.000e-02, eta: 7 days, 16:15:26, time: 1.430, data_time: 0.016, memory: 7136, top1_acc: 0.3586, top5_acc: 0.6141, loss_cls: 2.8646, loss: 2.8646, grad_norm: 5.4310 2021-01-26 21:41:07,151 - mmaction - INFO - Epoch [3][1520/3757] lr: 1.000e-02, eta: 7 days, 16:19:14, time: 2.134, data_time: 0.022, memory: 7136, top1_acc: 0.3820, top5_acc: 0.6469, loss_cls: 2.6760, loss: 2.6760, grad_norm: 5.2875 2021-01-26 21:41:53,395 - mmaction - INFO - Epoch [3][1540/3757] lr: 1.000e-02, eta: 7 days, 16:25:12, time: 2.296, data_time: 0.015, memory: 7136, top1_acc: 0.3883, top5_acc: 0.6516, loss_cls: 2.7062, loss: 2.7062, grad_norm: 5.5728 2021-01-26 21:42:23,986 - mmaction - INFO - Epoch [3][1560/3757] lr: 1.000e-02, eta: 7 days, 16:20:55, time: 1.538, data_time: 0.018, memory: 7136, top1_acc: 0.3828, top5_acc: 0.6500, loss_cls: 2.7168, loss: 2.7168, grad_norm: 5.4900 2021-01-26 21:43:00,758 - mmaction - INFO - Epoch [3][1580/3757] lr: 1.000e-02, eta: 7 days, 16:20:43, time: 1.840, data_time: 0.010, memory: 7136, top1_acc: 0.3891, top5_acc: 0.6711, loss_cls: 2.6154, loss: 2.6154, grad_norm: 5.7949 2021-01-26 21:43:42,361 - mmaction - INFO - Epoch [3][1600/3757] lr: 1.000e-02, eta: 7 days, 16:23:46, time: 2.082, data_time: 0.013, memory: 7136, top1_acc: 0.3945, top5_acc: 0.6406, loss_cls: 2.7256, loss: 2.7256, grad_norm: 5.5434 2021-01-26 21:44:14,930 - mmaction - INFO - Epoch [3][1620/3757] lr: 1.000e-02, eta: 7 days, 16:20:36, time: 1.620, data_time: 0.006, memory: 7136, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.6814, loss: 2.6814, grad_norm: 5.5699 2021-01-26 21:44:48,222 - mmaction - INFO - Epoch [3][1640/3757] lr: 1.000e-02, eta: 7 days, 16:18:05, time: 1.667, data_time: 0.015, memory: 7136, top1_acc: 0.3703, top5_acc: 0.6141, loss_cls: 2.8503, loss: 2.8503, grad_norm: 5.7843 2021-01-26 21:45:33,472 - mmaction - INFO - Epoch [3][1660/3757] lr: 1.000e-02, eta: 7 days, 16:23:38, time: 2.272, data_time: 0.030, memory: 7136, top1_acc: 0.3789, top5_acc: 0.6539, loss_cls: 2.7594, loss: 2.7594, grad_norm: 5.5758 2021-01-26 21:46:05,513 - mmaction - INFO - Epoch [3][1680/3757] lr: 1.000e-02, eta: 7 days, 16:20:13, time: 1.599, data_time: 0.006, memory: 7136, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.7683, loss: 2.7683, grad_norm: 5.5151 2021-01-26 21:46:41,296 - mmaction - INFO - Epoch [3][1700/3757] lr: 1.000e-02, eta: 7 days, 16:19:04, time: 1.770, data_time: 0.009, memory: 7136, top1_acc: 0.4109, top5_acc: 0.6609, loss_cls: 2.6818, loss: 2.6818, grad_norm: 5.6990 2021-01-26 21:47:17,762 - mmaction - INFO - Epoch [3][1720/3757] lr: 1.000e-02, eta: 7 days, 16:18:41, time: 1.827, data_time: 0.027, memory: 7136, top1_acc: 0.3906, top5_acc: 0.6469, loss_cls: 2.7204, loss: 2.7204, grad_norm: 5.3701 2021-01-26 21:47:59,265 - mmaction - INFO - Epoch [3][1740/3757] lr: 1.000e-02, eta: 7 days, 16:21:45, time: 2.088, data_time: 0.022, memory: 7136, top1_acc: 0.3992, top5_acc: 0.6641, loss_cls: 2.6978, loss: 2.6978, grad_norm: 5.6412 2021-01-26 21:48:32,869 - mmaction - INFO - Epoch [3][1760/3757] lr: 1.000e-02, eta: 7 days, 16:19:14, time: 1.666, data_time: 0.008, memory: 7136, top1_acc: 0.4031, top5_acc: 0.6508, loss_cls: 2.6425, loss: 2.6425, grad_norm: 5.5420 2021-01-26 21:49:15,018 - mmaction - INFO - Epoch [3][1780/3757] lr: 1.000e-02, eta: 7 days, 16:22:29, time: 2.103, data_time: 0.030, memory: 7136, top1_acc: 0.4031, top5_acc: 0.6523, loss_cls: 2.6636, loss: 2.6636, grad_norm: 5.6552 2021-01-26 21:50:09,315 - mmaction - INFO - Epoch [3][1800/3757] lr: 1.000e-02, eta: 7 days, 16:33:44, time: 2.716, data_time: 0.031, memory: 7136, top1_acc: 0.4023, top5_acc: 0.6555, loss_cls: 2.6901, loss: 2.6901, grad_norm: 5.5081 2021-01-26 21:50:48,485 - mmaction - INFO - Epoch [3][1820/3757] lr: 1.000e-02, eta: 7 days, 16:35:19, time: 1.981, data_time: 0.025, memory: 7136, top1_acc: 0.3937, top5_acc: 0.6586, loss_cls: 2.6753, loss: 2.6753, grad_norm: 5.6614 2021-01-26 21:51:31,698 - mmaction - INFO - Epoch [3][1840/3757] lr: 1.000e-02, eta: 7 days, 16:39:15, time: 2.161, data_time: 0.027, memory: 7136, top1_acc: 0.3812, top5_acc: 0.6320, loss_cls: 2.7426, loss: 2.7426, grad_norm: 5.6748 2021-01-26 21:52:03,964 - mmaction - INFO - Epoch [3][1860/3757] lr: 1.000e-02, eta: 7 days, 16:36:01, time: 1.613, data_time: 0.003, memory: 7136, top1_acc: 0.3992, top5_acc: 0.6555, loss_cls: 2.7045, loss: 2.7045, grad_norm: 5.4719 2021-01-26 21:52:43,627 - mmaction - INFO - Epoch [3][1880/3757] lr: 1.000e-02, eta: 7 days, 16:37:24, time: 1.967, data_time: 0.008, memory: 7136, top1_acc: 0.3930, top5_acc: 0.6375, loss_cls: 2.7466, loss: 2.7466, grad_norm: 5.4715 2021-01-26 21:53:26,928 - mmaction - INFO - Epoch [3][1900/3757] lr: 1.000e-02, eta: 7 days, 16:41:31, time: 2.178, data_time: 0.030, memory: 7136, top1_acc: 0.3766, top5_acc: 0.6391, loss_cls: 2.7175, loss: 2.7175, grad_norm: 5.5500 2021-01-26 21:54:05,202 - mmaction - INFO - Epoch [3][1920/3757] lr: 1.000e-02, eta: 7 days, 16:42:12, time: 1.915, data_time: 0.015, memory: 7136, top1_acc: 0.3937, top5_acc: 0.6547, loss_cls: 2.7088, loss: 2.7088, grad_norm: 5.4881 2021-01-26 21:54:47,522 - mmaction - INFO - Epoch [3][1940/3757] lr: 1.000e-02, eta: 7 days, 16:45:05, time: 2.085, data_time: 0.005, memory: 7136, top1_acc: 0.3969, top5_acc: 0.6352, loss_cls: 2.7259, loss: 2.7259, grad_norm: 5.5345 2021-01-26 21:55:34,504 - mmaction - INFO - Epoch [3][1960/3757] lr: 1.000e-02, eta: 7 days, 16:51:29, time: 2.360, data_time: 0.048, memory: 7136, top1_acc: 0.3695, top5_acc: 0.6445, loss_cls: 2.7356, loss: 2.7356, grad_norm: 5.6456 2021-01-26 21:56:21,544 - mmaction - INFO - Epoch [3][1980/3757] lr: 1.000e-02, eta: 7 days, 16:57:44, time: 2.350, data_time: 0.029, memory: 7136, top1_acc: 0.3914, top5_acc: 0.6336, loss_cls: 2.8038, loss: 2.8038, grad_norm: 5.5030 2021-01-26 21:57:03,861 - mmaction - INFO - Epoch [3][2000/3757] lr: 1.000e-02, eta: 7 days, 17:01:09, time: 2.132, data_time: 0.038, memory: 7136, top1_acc: 0.3766, top5_acc: 0.6281, loss_cls: 2.7858, loss: 2.7858, grad_norm: 5.6202 2021-01-26 21:57:48,265 - mmaction - INFO - Epoch [3][2020/3757] lr: 1.000e-02, eta: 7 days, 17:05:34, time: 2.212, data_time: 0.012, memory: 7136, top1_acc: 0.3953, top5_acc: 0.6414, loss_cls: 2.7449, loss: 2.7449, grad_norm: 5.5397 2021-01-26 21:58:29,617 - mmaction - INFO - Epoch [3][2040/3757] lr: 1.000e-02, eta: 7 days, 17:08:06, time: 2.065, data_time: 0.021, memory: 7136, top1_acc: 0.3797, top5_acc: 0.6398, loss_cls: 2.7580, loss: 2.7580, grad_norm: 5.5990 2021-01-26 21:59:10,610 - mmaction - INFO - Epoch [3][2060/3757] lr: 1.000e-02, eta: 7 days, 17:10:24, time: 2.049, data_time: 0.021, memory: 7136, top1_acc: 0.3742, top5_acc: 0.6352, loss_cls: 2.7538, loss: 2.7538, grad_norm: 5.6546 2021-01-26 21:59:44,277 - mmaction - INFO - Epoch [3][2080/3757] lr: 1.000e-02, eta: 7 days, 17:07:59, time: 1.678, data_time: 0.023, memory: 7136, top1_acc: 0.3945, top5_acc: 0.6453, loss_cls: 2.7146, loss: 2.7146, grad_norm: 5.5204 2021-01-26 22:00:28,083 - mmaction - INFO - Epoch [3][2100/3757] lr: 1.000e-02, eta: 7 days, 17:12:22, time: 2.214, data_time: 0.044, memory: 7136, top1_acc: 0.4039, top5_acc: 0.6687, loss_cls: 2.6846, loss: 2.6846, grad_norm: 5.5948 2021-01-26 22:01:06,653 - mmaction - INFO - Epoch [3][2120/3757] lr: 1.000e-02, eta: 7 days, 17:13:07, time: 1.928, data_time: 0.005, memory: 7136, top1_acc: 0.3750, top5_acc: 0.6359, loss_cls: 2.8015, loss: 2.8015, grad_norm: 5.5499 2021-01-26 22:01:45,537 - mmaction - INFO - Epoch [3][2140/3757] lr: 1.000e-02, eta: 7 days, 17:14:03, time: 1.943, data_time: 0.010, memory: 7136, top1_acc: 0.3961, top5_acc: 0.6414, loss_cls: 2.6920, loss: 2.6920, grad_norm: 5.3405 2021-01-26 22:02:39,483 - mmaction - INFO - Epoch [3][2160/3757] lr: 1.000e-02, eta: 7 days, 17:24:20, time: 2.685, data_time: 0.021, memory: 7136, top1_acc: 0.3703, top5_acc: 0.6445, loss_cls: 2.7854, loss: 2.7854, grad_norm: 5.4127 2021-01-26 22:03:27,470 - mmaction - INFO - Epoch [3][2180/3757] lr: 1.000e-02, eta: 7 days, 17:30:41, time: 2.377, data_time: 0.025, memory: 7136, top1_acc: 0.3852, top5_acc: 0.6227, loss_cls: 2.7782, loss: 2.7782, grad_norm: 5.3362 2021-01-26 22:04:07,801 - mmaction - INFO - Epoch [3][2200/3757] lr: 1.000e-02, eta: 7 days, 17:32:34, time: 2.023, data_time: 0.047, memory: 7136, top1_acc: 0.3711, top5_acc: 0.6234, loss_cls: 2.7967, loss: 2.7967, grad_norm: 5.4470 2021-01-26 22:04:46,848 - mmaction - INFO - Epoch [3][2220/3757] lr: 1.000e-02, eta: 7 days, 17:33:49, time: 1.973, data_time: 0.036, memory: 7136, top1_acc: 0.3773, top5_acc: 0.6375, loss_cls: 2.8232, loss: 2.8232, grad_norm: 5.6738 2021-01-26 22:05:25,521 - mmaction - INFO - Epoch [3][2240/3757] lr: 1.000e-02, eta: 7 days, 17:34:30, time: 1.928, data_time: 0.016, memory: 7136, top1_acc: 0.4016, top5_acc: 0.6445, loss_cls: 2.6989, loss: 2.6989, grad_norm: 5.3537 2021-01-26 22:06:07,945 - mmaction - INFO - Epoch [3][2260/3757] lr: 1.000e-02, eta: 7 days, 17:37:31, time: 2.116, data_time: 0.017, memory: 7136, top1_acc: 0.3641, top5_acc: 0.6203, loss_cls: 2.7907, loss: 2.7907, grad_norm: 5.4146 2021-01-26 22:06:48,621 - mmaction - INFO - Epoch [3][2280/3757] lr: 1.000e-02, eta: 7 days, 17:39:28, time: 2.031, data_time: 0.040, memory: 7136, top1_acc: 0.3906, top5_acc: 0.6430, loss_cls: 2.7102, loss: 2.7102, grad_norm: 5.3937 2021-01-26 22:07:43,236 - mmaction - INFO - Epoch [3][2300/3757] lr: 1.000e-02, eta: 7 days, 17:49:58, time: 2.721, data_time: 0.027, memory: 7136, top1_acc: 0.4125, top5_acc: 0.6711, loss_cls: 2.6376, loss: 2.6376, grad_norm: 5.3780 2021-01-26 22:08:17,014 - mmaction - INFO - Epoch [3][2320/3757] lr: 1.000e-02, eta: 7 days, 17:47:57, time: 1.715, data_time: 0.032, memory: 7136, top1_acc: 0.3797, top5_acc: 0.6555, loss_cls: 2.7026, loss: 2.7026, grad_norm: 5.5621 2021-01-26 22:08:44,916 - mmaction - INFO - Epoch [3][2340/3757] lr: 1.000e-02, eta: 7 days, 17:41:58, time: 1.394, data_time: 0.012, memory: 7136, top1_acc: 0.4000, top5_acc: 0.6570, loss_cls: 2.6887, loss: 2.6887, grad_norm: 5.4478 2021-01-26 22:09:27,844 - mmaction - INFO - Epoch [3][2360/3757] lr: 1.000e-02, eta: 7 days, 17:45:20, time: 2.150, data_time: 0.017, memory: 7136, top1_acc: 0.4062, top5_acc: 0.6602, loss_cls: 2.6301, loss: 2.6301, grad_norm: 5.3485 2021-01-26 22:09:53,809 - mmaction - INFO - Epoch [3][2380/3757] lr: 1.000e-02, eta: 7 days, 17:38:08, time: 1.293, data_time: 0.007, memory: 7136, top1_acc: 0.3812, top5_acc: 0.6594, loss_cls: 2.7018, loss: 2.7018, grad_norm: 5.5197 2021-01-26 22:10:30,515 - mmaction - INFO - Epoch [3][2400/3757] lr: 1.000e-02, eta: 7 days, 17:37:40, time: 1.839, data_time: 0.013, memory: 7136, top1_acc: 0.3898, top5_acc: 0.6492, loss_cls: 2.6721, loss: 2.6721, grad_norm: 5.5324 2021-01-26 22:11:15,271 - mmaction - INFO - Epoch [3][2420/3757] lr: 1.000e-02, eta: 7 days, 17:42:02, time: 2.231, data_time: 0.015, memory: 7136, top1_acc: 0.3977, top5_acc: 0.6492, loss_cls: 2.6994, loss: 2.6994, grad_norm: 5.3532 2021-01-26 22:11:51,895 - mmaction - INFO - Epoch [3][2440/3757] lr: 1.000e-02, eta: 7 days, 17:41:11, time: 1.808, data_time: 0.013, memory: 7136, top1_acc: 0.3937, top5_acc: 0.6352, loss_cls: 2.7694, loss: 2.7694, grad_norm: 5.5564 2021-01-26 22:12:33,562 - mmaction - INFO - Epoch [3][2460/3757] lr: 1.000e-02, eta: 7 days, 17:44:06, time: 2.117, data_time: 0.039, memory: 7136, top1_acc: 0.3883, top5_acc: 0.6547, loss_cls: 2.6749, loss: 2.6749, grad_norm: 5.7581 2021-01-26 22:13:13,026 - mmaction - INFO - Epoch [3][2480/3757] lr: 1.000e-02, eta: 7 days, 17:45:16, time: 1.974, data_time: 0.003, memory: 7136, top1_acc: 0.3969, top5_acc: 0.6609, loss_cls: 2.6840, loss: 2.6840, grad_norm: 5.4849 2021-01-26 22:13:50,509 - mmaction - INFO - Epoch [3][2500/3757] lr: 1.000e-02, eta: 7 days, 17:45:13, time: 1.874, data_time: 0.002, memory: 7136, top1_acc: 0.3852, top5_acc: 0.6539, loss_cls: 2.6903, loss: 2.6903, grad_norm: 5.7264 2021-01-26 22:14:28,205 - mmaction - INFO - Epoch [3][2520/3757] lr: 1.000e-02, eta: 7 days, 17:45:17, time: 1.884, data_time: 0.167, memory: 7136, top1_acc: 0.3852, top5_acc: 0.6531, loss_cls: 2.6639, loss: 2.6639, grad_norm: 5.5323 2021-01-26 22:15:13,351 - mmaction - INFO - Epoch [3][2540/3757] lr: 1.000e-02, eta: 7 days, 17:49:42, time: 2.244, data_time: 0.450, memory: 7136, top1_acc: 0.3844, top5_acc: 0.6461, loss_cls: 2.7335, loss: 2.7335, grad_norm: 5.4001 2021-01-26 22:15:55,415 - mmaction - INFO - Epoch [3][2560/3757] lr: 1.000e-02, eta: 7 days, 17:52:32, time: 2.115, data_time: 0.017, memory: 7136, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.6712, loss: 2.6712, grad_norm: 5.5464 2021-01-26 22:16:35,742 - mmaction - INFO - Epoch [3][2580/3757] lr: 1.000e-02, eta: 7 days, 17:54:11, time: 2.016, data_time: 0.009, memory: 7136, top1_acc: 0.3703, top5_acc: 0.6383, loss_cls: 2.8155, loss: 2.8155, grad_norm: 5.5874 2021-01-26 22:17:12,644 - mmaction - INFO - Epoch [3][2600/3757] lr: 1.000e-02, eta: 7 days, 17:53:45, time: 1.846, data_time: 0.005, memory: 7136, top1_acc: 0.4227, top5_acc: 0.6391, loss_cls: 2.6748, loss: 2.6748, grad_norm: 5.4159 2021-01-26 22:17:45,716 - mmaction - INFO - Epoch [3][2620/3757] lr: 1.000e-02, eta: 7 days, 17:51:02, time: 1.655, data_time: 0.197, memory: 7136, top1_acc: 0.4039, top5_acc: 0.6531, loss_cls: 2.6727, loss: 2.6727, grad_norm: 5.4115 2021-01-26 22:18:16,569 - mmaction - INFO - Epoch [3][2640/3757] lr: 1.000e-02, eta: 7 days, 17:46:47, time: 1.528, data_time: 0.010, memory: 7136, top1_acc: 0.3906, top5_acc: 0.6625, loss_cls: 2.6398, loss: 2.6398, grad_norm: 5.3826 2021-01-26 22:19:00,572 - mmaction - INFO - Epoch [3][2660/3757] lr: 1.000e-02, eta: 7 days, 17:50:47, time: 2.214, data_time: 0.022, memory: 7136, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.7243, loss: 2.7243, grad_norm: 5.6467 2021-01-26 22:19:27,577 - mmaction - INFO - Epoch [3][2680/3757] lr: 1.000e-02, eta: 7 days, 17:44:27, time: 1.352, data_time: 0.010, memory: 7136, top1_acc: 0.3867, top5_acc: 0.6320, loss_cls: 2.7782, loss: 2.7782, grad_norm: 5.4166 2021-01-26 22:19:59,017 - mmaction - INFO - Epoch [3][2700/3757] lr: 1.000e-02, eta: 7 days, 17:40:30, time: 1.549, data_time: 0.006, memory: 7136, top1_acc: 0.4055, top5_acc: 0.6656, loss_cls: 2.6974, loss: 2.6974, grad_norm: 5.4094 2021-01-26 22:20:49,953 - mmaction - INFO - Epoch [3][2720/3757] lr: 1.000e-02, eta: 7 days, 17:48:42, time: 2.569, data_time: 0.695, memory: 7136, top1_acc: 0.3805, top5_acc: 0.6531, loss_cls: 2.7152, loss: 2.7152, grad_norm: 5.8650 2021-01-26 22:21:35,739 - mmaction - INFO - Epoch [3][2740/3757] lr: 1.000e-02, eta: 7 days, 17:53:26, time: 2.280, data_time: 0.551, memory: 7136, top1_acc: 0.3969, top5_acc: 0.6461, loss_cls: 2.6646, loss: 2.6646, grad_norm: 5.5729 2021-01-26 22:22:08,855 - mmaction - INFO - Epoch [3][2760/3757] lr: 1.000e-02, eta: 7 days, 17:50:40, time: 1.650, data_time: 0.011, memory: 7136, top1_acc: 0.3891, top5_acc: 0.6492, loss_cls: 2.6844, loss: 2.6844, grad_norm: 5.8566 2021-01-26 22:22:53,430 - mmaction - INFO - Epoch [3][2780/3757] lr: 1.000e-02, eta: 7 days, 17:54:52, time: 2.238, data_time: 0.023, memory: 7136, top1_acc: 0.3781, top5_acc: 0.6617, loss_cls: 2.6906, loss: 2.6906, grad_norm: 5.5542 2021-01-26 22:23:40,002 - mmaction - INFO - Epoch [3][2800/3757] lr: 1.000e-02, eta: 7 days, 18:00:10, time: 2.332, data_time: 0.014, memory: 7136, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.8295, loss: 2.8295, grad_norm: 5.4123 2021-01-26 22:24:19,186 - mmaction - INFO - Epoch [3][2820/3757] lr: 1.000e-02, eta: 7 days, 18:00:39, time: 1.925, data_time: 0.093, memory: 7136, top1_acc: 0.4062, top5_acc: 0.6383, loss_cls: 2.7426, loss: 2.7426, grad_norm: 5.4850 2021-01-26 22:25:07,480 - mmaction - INFO - Epoch [3][2840/3757] lr: 1.000e-02, eta: 7 days, 18:07:17, time: 2.448, data_time: 0.040, memory: 7136, top1_acc: 0.4102, top5_acc: 0.6578, loss_cls: 2.6363, loss: 2.6363, grad_norm: 5.4365 2021-01-26 22:25:40,985 - mmaction - INFO - Epoch [3][2860/3757] lr: 1.000e-02, eta: 7 days, 18:04:41, time: 1.664, data_time: 0.008, memory: 7136, top1_acc: 0.4023, top5_acc: 0.6461, loss_cls: 2.7168, loss: 2.7168, grad_norm: 5.4548 2021-01-26 22:26:26,513 - mmaction - INFO - Epoch [3][2880/3757] lr: 1.000e-02, eta: 7 days, 18:09:10, time: 2.269, data_time: 0.231, memory: 7136, top1_acc: 0.3937, top5_acc: 0.6453, loss_cls: 2.7114, loss: 2.7114, grad_norm: 5.4309 2021-01-26 22:27:12,335 - mmaction - INFO - Epoch [3][2900/3757] lr: 1.000e-02, eta: 7 days, 18:14:08, time: 2.312, data_time: 0.032, memory: 7136, top1_acc: 0.3828, top5_acc: 0.6500, loss_cls: 2.7376, loss: 2.7376, grad_norm: 5.5239 2021-01-26 22:28:10,882 - mmaction - INFO - Epoch [3][2920/3757] lr: 1.000e-02, eta: 7 days, 18:26:06, time: 2.913, data_time: 0.004, memory: 7136, top1_acc: 0.4047, top5_acc: 0.6523, loss_cls: 2.7086, loss: 2.7086, grad_norm: 5.4845 2021-01-26 22:28:56,686 - mmaction - INFO - Epoch [3][2940/3757] lr: 1.000e-02, eta: 7 days, 18:30:37, time: 2.279, data_time: 0.022, memory: 7136, top1_acc: 0.4031, top5_acc: 0.6617, loss_cls: 2.6616, loss: 2.6616, grad_norm: 5.5962 2021-01-26 22:29:45,575 - mmaction - INFO - Epoch [3][2960/3757] lr: 1.000e-02, eta: 7 days, 18:36:52, time: 2.429, data_time: 0.032, memory: 7136, top1_acc: 0.3922, top5_acc: 0.6562, loss_cls: 2.6634, loss: 2.6634, grad_norm: 5.7957 2021-01-26 22:30:24,077 - mmaction - INFO - Epoch [3][2980/3757] lr: 1.000e-02, eta: 7 days, 18:37:42, time: 1.964, data_time: 0.046, memory: 7136, top1_acc: 0.3859, top5_acc: 0.6445, loss_cls: 2.7409, loss: 2.7409, grad_norm: 5.1863 2021-01-26 22:31:14,058 - mmaction - INFO - Epoch [3][3000/3757] lr: 1.000e-02, eta: 7 days, 18:44:42, time: 2.497, data_time: 0.923, memory: 7136, top1_acc: 0.4133, top5_acc: 0.6484, loss_cls: 2.6545, loss: 2.6545, grad_norm: 5.2242 2021-01-26 22:31:43,213 - mmaction - INFO - Epoch [3][3020/3757] lr: 1.000e-02, eta: 7 days, 18:39:26, time: 1.439, data_time: 0.032, memory: 7136, top1_acc: 0.4180, top5_acc: 0.6555, loss_cls: 2.6857, loss: 2.6857, grad_norm: 5.3864 2021-01-26 22:32:10,210 - mmaction - INFO - Epoch [3][3040/3757] lr: 1.000e-02, eta: 7 days, 18:33:26, time: 1.373, data_time: 0.027, memory: 7136, top1_acc: 0.3922, top5_acc: 0.6523, loss_cls: 2.6889, loss: 2.6889, grad_norm: 5.3016 2021-01-26 22:32:43,136 - mmaction - INFO - Epoch [3][3060/3757] lr: 1.000e-02, eta: 7 days, 18:30:25, time: 1.630, data_time: 0.137, memory: 7136, top1_acc: 0.3758, top5_acc: 0.6516, loss_cls: 2.6584, loss: 2.6584, grad_norm: 5.5140 2021-01-26 22:33:17,271 - mmaction - INFO - Epoch [3][3080/3757] lr: 1.000e-02, eta: 7 days, 18:28:29, time: 1.724, data_time: 0.027, memory: 7136, top1_acc: 0.3930, top5_acc: 0.6609, loss_cls: 2.6583, loss: 2.6583, grad_norm: 5.3269 2021-01-26 22:33:50,686 - mmaction - INFO - Epoch [3][3100/3757] lr: 1.000e-02, eta: 7 days, 18:25:42, time: 1.650, data_time: 0.003, memory: 7136, top1_acc: 0.4117, top5_acc: 0.6562, loss_cls: 2.6333, loss: 2.6333, grad_norm: 5.4392 2021-01-26 22:34:19,734 - mmaction - INFO - Epoch [3][3120/3757] lr: 1.000e-02, eta: 7 days, 18:20:40, time: 1.452, data_time: 0.023, memory: 7136, top1_acc: 0.3992, top5_acc: 0.6438, loss_cls: 2.7022, loss: 2.7022, grad_norm: 5.6191 2021-01-26 22:35:01,277 - mmaction - INFO - Epoch [3][3140/3757] lr: 1.000e-02, eta: 7 days, 18:22:54, time: 2.087, data_time: 0.024, memory: 7136, top1_acc: 0.3836, top5_acc: 0.6375, loss_cls: 2.7217, loss: 2.7217, grad_norm: 5.4371 2021-01-26 22:35:46,548 - mmaction - INFO - Epoch [3][3160/3757] lr: 1.000e-02, eta: 7 days, 18:27:02, time: 2.255, data_time: 0.022, memory: 7136, top1_acc: 0.3930, top5_acc: 0.6594, loss_cls: 2.6432, loss: 2.6432, grad_norm: 5.3530 2021-01-26 22:36:16,207 - mmaction - INFO - Epoch [3][3180/3757] lr: 1.000e-02, eta: 7 days, 18:22:32, time: 1.497, data_time: 0.025, memory: 7136, top1_acc: 0.3852, top5_acc: 0.6469, loss_cls: 2.7010, loss: 2.7010, grad_norm: 5.6739 2021-01-26 22:36:50,484 - mmaction - INFO - Epoch [3][3200/3757] lr: 1.000e-02, eta: 7 days, 18:20:11, time: 1.685, data_time: 0.038, memory: 7136, top1_acc: 0.4141, top5_acc: 0.6742, loss_cls: 2.5732, loss: 2.5732, grad_norm: 5.4002 2021-01-26 22:37:30,002 - mmaction - INFO - Epoch [3][3220/3757] lr: 1.000e-02, eta: 7 days, 18:21:24, time: 1.999, data_time: 0.152, memory: 7136, top1_acc: 0.4000, top5_acc: 0.6539, loss_cls: 2.7033, loss: 2.7033, grad_norm: 5.4406 2021-01-26 22:38:07,246 - mmaction - INFO - Epoch [3][3240/3757] lr: 1.000e-02, eta: 7 days, 18:21:12, time: 1.874, data_time: 0.018, memory: 7136, top1_acc: 0.3883, top5_acc: 0.6687, loss_cls: 2.6656, loss: 2.6656, grad_norm: 5.5299 2021-01-26 22:38:44,469 - mmaction - INFO - Epoch [3][3260/3757] lr: 1.000e-02, eta: 7 days, 18:20:37, time: 1.841, data_time: 0.007, memory: 7136, top1_acc: 0.3875, top5_acc: 0.6523, loss_cls: 2.6948, loss: 2.6948, grad_norm: 5.7197 2021-01-26 22:39:17,439 - mmaction - INFO - Epoch [3][3280/3757] lr: 1.000e-02, eta: 7 days, 18:17:57, time: 1.656, data_time: 0.022, memory: 7136, top1_acc: 0.3781, top5_acc: 0.6391, loss_cls: 2.7469, loss: 2.7469, grad_norm: 5.4481 2021-01-26 22:39:48,636 - mmaction - INFO - Epoch [3][3300/3757] lr: 1.000e-02, eta: 7 days, 18:14:04, time: 1.546, data_time: 0.014, memory: 7136, top1_acc: 0.4227, top5_acc: 0.6711, loss_cls: 2.5469, loss: 2.5469, grad_norm: 5.5777 2021-01-26 22:40:29,475 - mmaction - INFO - Epoch [3][3320/3757] lr: 1.000e-02, eta: 7 days, 18:15:46, time: 2.044, data_time: 0.151, memory: 7136, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.8013, loss: 2.8013, grad_norm: 5.4036 2021-01-26 22:41:09,629 - mmaction - INFO - Epoch [3][3340/3757] lr: 1.000e-02, eta: 7 days, 18:17:07, time: 2.013, data_time: 0.028, memory: 7136, top1_acc: 0.3805, top5_acc: 0.6570, loss_cls: 2.7258, loss: 2.7258, grad_norm: 5.3806 2021-01-26 22:41:49,395 - mmaction - INFO - Epoch [3][3360/3757] lr: 1.000e-02, eta: 7 days, 18:18:09, time: 1.985, data_time: 0.031, memory: 7136, top1_acc: 0.3992, top5_acc: 0.6508, loss_cls: 2.6626, loss: 2.6626, grad_norm: 5.5628 2021-01-26 22:42:24,434 - mmaction - INFO - Epoch [3][3380/3757] lr: 1.000e-02, eta: 7 days, 18:16:47, time: 1.772, data_time: 0.027, memory: 7136, top1_acc: 0.3773, top5_acc: 0.6273, loss_cls: 2.8051, loss: 2.8051, grad_norm: 5.4577 2021-01-26 22:43:13,868 - mmaction - INFO - Epoch [3][3400/3757] lr: 1.000e-02, eta: 7 days, 18:23:15, time: 2.473, data_time: 0.006, memory: 7136, top1_acc: 0.4031, top5_acc: 0.6719, loss_cls: 2.6537, loss: 2.6537, grad_norm: 5.4901 2021-01-26 22:43:46,934 - mmaction - INFO - Epoch [3][3420/3757] lr: 1.000e-02, eta: 7 days, 18:20:35, time: 1.655, data_time: 0.030, memory: 7136, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.7561, loss: 2.7561, grad_norm: 5.5171 2021-01-26 22:44:21,507 - mmaction - INFO - Epoch [3][3440/3757] lr: 1.000e-02, eta: 7 days, 18:18:40, time: 1.723, data_time: 0.006, memory: 7136, top1_acc: 0.3867, top5_acc: 0.6336, loss_cls: 2.7556, loss: 2.7556, grad_norm: 5.2800 2021-01-26 22:44:57,221 - mmaction - INFO - Epoch [3][3460/3757] lr: 1.000e-02, eta: 7 days, 18:17:21, time: 1.774, data_time: 0.007, memory: 7136, top1_acc: 0.4250, top5_acc: 0.6836, loss_cls: 2.5515, loss: 2.5515, grad_norm: 5.3117 2021-01-26 22:45:30,857 - mmaction - INFO - Epoch [3][3480/3757] lr: 1.000e-02, eta: 7 days, 18:15:11, time: 1.699, data_time: 0.021, memory: 7136, top1_acc: 0.3922, top5_acc: 0.6664, loss_cls: 2.6721, loss: 2.6721, grad_norm: 5.5135 2021-01-26 22:46:11,078 - mmaction - INFO - Epoch [3][3500/3757] lr: 1.000e-02, eta: 7 days, 18:16:26, time: 2.007, data_time: 0.009, memory: 7136, top1_acc: 0.3836, top5_acc: 0.6609, loss_cls: 2.6711, loss: 2.6711, grad_norm: 5.3872 2021-01-26 22:46:54,967 - mmaction - INFO - Epoch [3][3520/3757] lr: 1.000e-02, eta: 7 days, 18:19:47, time: 2.198, data_time: 0.033, memory: 7136, top1_acc: 0.3930, top5_acc: 0.6414, loss_cls: 2.7037, loss: 2.7037, grad_norm: 5.3663 2021-01-26 22:47:33,170 - mmaction - INFO - Epoch [3][3540/3757] lr: 1.000e-02, eta: 7 days, 18:19:55, time: 1.908, data_time: 0.035, memory: 7136, top1_acc: 0.4133, top5_acc: 0.6711, loss_cls: 2.5557, loss: 2.5557, grad_norm: 5.4379 2021-01-26 22:48:13,466 - mmaction - INFO - Epoch [3][3560/3757] lr: 1.000e-02, eta: 7 days, 18:21:13, time: 2.014, data_time: 0.018, memory: 7136, top1_acc: 0.4117, top5_acc: 0.6633, loss_cls: 2.5850, loss: 2.5850, grad_norm: 5.4992 2021-01-26 22:48:58,721 - mmaction - INFO - Epoch [3][3580/3757] lr: 1.000e-02, eta: 7 days, 18:25:11, time: 2.259, data_time: 0.012, memory: 7136, top1_acc: 0.4133, top5_acc: 0.6508, loss_cls: 2.6633, loss: 2.6633, grad_norm: 5.5524 2021-01-26 22:49:36,565 - mmaction - INFO - Epoch [3][3600/3757] lr: 1.000e-02, eta: 7 days, 18:25:09, time: 1.892, data_time: 0.030, memory: 7136, top1_acc: 0.4195, top5_acc: 0.6555, loss_cls: 2.5648, loss: 2.5648, grad_norm: 5.4504 2021-01-26 22:50:14,617 - mmaction - INFO - Epoch [3][3620/3757] lr: 1.000e-02, eta: 7 days, 18:25:14, time: 1.905, data_time: 0.075, memory: 7136, top1_acc: 0.3953, top5_acc: 0.6641, loss_cls: 2.7235, loss: 2.7235, grad_norm: 5.3432 2021-01-26 22:50:57,401 - mmaction - INFO - Epoch [3][3640/3757] lr: 1.000e-02, eta: 7 days, 18:27:49, time: 2.135, data_time: 0.008, memory: 7136, top1_acc: 0.4266, top5_acc: 0.6750, loss_cls: 2.5487, loss: 2.5487, grad_norm: 5.5489 2021-01-26 22:51:43,232 - mmaction - INFO - Epoch [3][3660/3757] lr: 1.000e-02, eta: 7 days, 18:32:04, time: 2.288, data_time: 0.241, memory: 7136, top1_acc: 0.3945, top5_acc: 0.6516, loss_cls: 2.7025, loss: 2.7025, grad_norm: 5.3448 2021-01-26 22:52:39,621 - mmaction - INFO - Epoch [3][3680/3757] lr: 1.000e-02, eta: 7 days, 18:42:10, time: 2.829, data_time: 0.281, memory: 7136, top1_acc: 0.4281, top5_acc: 0.6672, loss_cls: 2.5730, loss: 2.5730, grad_norm: 5.2188 2021-01-26 22:53:15,779 - mmaction - INFO - Epoch [3][3700/3757] lr: 1.000e-02, eta: 7 days, 18:41:09, time: 1.808, data_time: 0.009, memory: 7136, top1_acc: 0.4195, top5_acc: 0.6500, loss_cls: 2.6124, loss: 2.6124, grad_norm: 5.5063 2021-01-26 22:53:47,642 - mmaction - INFO - Epoch [3][3720/3757] lr: 1.000e-02, eta: 7 days, 18:37:37, time: 1.574, data_time: 0.027, memory: 7136, top1_acc: 0.3977, top5_acc: 0.6695, loss_cls: 2.5846, loss: 2.5846, grad_norm: 5.3371 2021-01-26 22:54:37,169 - mmaction - INFO - Epoch [3][3740/3757] lr: 1.000e-02, eta: 7 days, 18:43:49, time: 2.474, data_time: 0.232, memory: 7136, top1_acc: 0.4188, top5_acc: 0.6586, loss_cls: 2.6213, loss: 2.6213, grad_norm: 5.4134 2021-01-26 22:58:50,358 - mmaction - INFO - Epoch [4][20/3757] lr: 1.000e-02, eta: 7 days, 19:58:35, time: 10.468, data_time: 8.677, memory: 7136, top1_acc: 0.4039, top5_acc: 0.6906, loss_cls: 2.6124, loss: 2.6124, grad_norm: 5.5642 2021-01-26 22:59:23,702 - mmaction - INFO - Epoch [4][40/3757] lr: 1.000e-02, eta: 7 days, 19:55:56, time: 1.667, data_time: 0.011, memory: 7136, top1_acc: 0.4008, top5_acc: 0.6578, loss_cls: 2.6305, loss: 2.6305, grad_norm: 5.4357 2021-01-26 23:00:06,565 - mmaction - INFO - Epoch [4][60/3757] lr: 1.000e-02, eta: 7 days, 19:58:21, time: 2.140, data_time: 0.008, memory: 7136, top1_acc: 0.4180, top5_acc: 0.6750, loss_cls: 2.5796, loss: 2.5796, grad_norm: 5.3777 2021-01-26 23:00:34,537 - mmaction - INFO - Epoch [4][80/3757] lr: 1.000e-02, eta: 7 days, 19:52:38, time: 1.381, data_time: 0.011, memory: 7136, top1_acc: 0.4141, top5_acc: 0.6687, loss_cls: 2.6079, loss: 2.6079, grad_norm: 5.3495 2021-01-26 23:01:09,764 - mmaction - INFO - Epoch [4][100/3757] lr: 1.000e-02, eta: 7 days, 19:51:16, time: 1.785, data_time: 0.035, memory: 7136, top1_acc: 0.3828, top5_acc: 0.6492, loss_cls: 2.6978, loss: 2.6978, grad_norm: 5.6695 2021-01-26 23:01:44,453 - mmaction - INFO - Epoch [4][120/3757] lr: 1.000e-02, eta: 7 days, 19:49:22, time: 1.736, data_time: 0.008, memory: 7136, top1_acc: 0.4086, top5_acc: 0.6633, loss_cls: 2.6384, loss: 2.6384, grad_norm: 5.4658 2021-01-26 23:02:29,675 - mmaction - INFO - Epoch [4][140/3757] lr: 1.000e-02, eta: 7 days, 19:52:55, time: 2.248, data_time: 0.003, memory: 7136, top1_acc: 0.4070, top5_acc: 0.6438, loss_cls: 2.6812, loss: 2.6812, grad_norm: 5.4728 2021-01-26 23:03:02,722 - mmaction - INFO - Epoch [4][160/3757] lr: 1.000e-02, eta: 7 days, 19:50:11, time: 1.657, data_time: 0.015, memory: 7136, top1_acc: 0.4313, top5_acc: 0.6906, loss_cls: 2.5199, loss: 2.5199, grad_norm: 5.3098 2021-01-26 23:03:35,484 - mmaction - INFO - Epoch [4][180/3757] lr: 1.000e-02, eta: 7 days, 19:47:19, time: 1.644, data_time: 0.012, memory: 7136, top1_acc: 0.3836, top5_acc: 0.6617, loss_cls: 2.6770, loss: 2.6770, grad_norm: 5.5812 2021-01-26 23:04:06,997 - mmaction - INFO - Epoch [4][200/3757] lr: 1.000e-02, eta: 7 days, 19:43:42, time: 1.573, data_time: 0.005, memory: 7136, top1_acc: 0.4320, top5_acc: 0.6984, loss_cls: 2.4392, loss: 2.4392, grad_norm: 5.3167 2021-01-26 23:04:46,891 - mmaction - INFO - Epoch [4][220/3757] lr: 1.000e-02, eta: 7 days, 19:44:27, time: 1.985, data_time: 0.011, memory: 7136, top1_acc: 0.4125, top5_acc: 0.6648, loss_cls: 2.5776, loss: 2.5776, grad_norm: 5.5732 2021-01-26 23:05:18,929 - mmaction - INFO - Epoch [4][240/3757] lr: 1.000e-02, eta: 7 days, 19:41:14, time: 1.609, data_time: 0.139, memory: 7136, top1_acc: 0.4289, top5_acc: 0.6891, loss_cls: 2.5472, loss: 2.5472, grad_norm: 5.4436 2021-01-26 23:05:53,185 - mmaction - INFO - Epoch [4][260/3757] lr: 1.000e-02, eta: 7 days, 19:39:08, time: 1.715, data_time: 0.064, memory: 7136, top1_acc: 0.4195, top5_acc: 0.6586, loss_cls: 2.6116, loss: 2.6116, grad_norm: 5.3079 2021-01-26 23:06:25,326 - mmaction - INFO - Epoch [4][280/3757] lr: 1.000e-02, eta: 7 days, 19:35:55, time: 1.608, data_time: 0.007, memory: 7136, top1_acc: 0.4125, top5_acc: 0.6680, loss_cls: 2.5840, loss: 2.5840, grad_norm: 5.6005 2021-01-26 23:06:54,543 - mmaction - INFO - Epoch [4][300/3757] lr: 1.000e-02, eta: 7 days, 19:31:11, time: 1.461, data_time: 0.007, memory: 7136, top1_acc: 0.3977, top5_acc: 0.6656, loss_cls: 2.6212, loss: 2.6212, grad_norm: 5.4758 2021-01-26 23:07:26,770 - mmaction - INFO - Epoch [4][320/3757] lr: 1.000e-02, eta: 7 days, 19:27:56, time: 1.604, data_time: 0.005, memory: 7136, top1_acc: 0.4219, top5_acc: 0.6687, loss_cls: 2.5591, loss: 2.5591, grad_norm: 5.5167 2021-01-26 23:08:05,038 - mmaction - INFO - Epoch [4][340/3757] lr: 1.000e-02, eta: 7 days, 19:27:59, time: 1.917, data_time: 0.014, memory: 7136, top1_acc: 0.4133, top5_acc: 0.6430, loss_cls: 2.7054, loss: 2.7054, grad_norm: 5.5538 2021-01-26 23:08:33,895 - mmaction - INFO - Epoch [4][360/3757] lr: 1.000e-02, eta: 7 days, 19:23:04, time: 1.442, data_time: 0.022, memory: 7136, top1_acc: 0.4273, top5_acc: 0.6883, loss_cls: 2.5227, loss: 2.5227, grad_norm: 5.3429 2021-01-26 23:09:02,752 - mmaction - INFO - Epoch [4][380/3757] lr: 1.000e-02, eta: 7 days, 19:18:13, time: 1.446, data_time: 0.013, memory: 7136, top1_acc: 0.4094, top5_acc: 0.6578, loss_cls: 2.6023, loss: 2.6023, grad_norm: 5.3268 2021-01-26 23:09:34,335 - mmaction - INFO - Epoch [4][400/3757] lr: 1.000e-02, eta: 7 days, 19:14:46, time: 1.580, data_time: 0.013, memory: 7136, top1_acc: 0.4219, top5_acc: 0.6852, loss_cls: 2.5359, loss: 2.5359, grad_norm: 5.5129 2021-01-26 23:09:59,413 - mmaction - INFO - Epoch [4][420/3757] lr: 1.000e-02, eta: 7 days, 19:07:46, time: 1.236, data_time: 0.007, memory: 7136, top1_acc: 0.4172, top5_acc: 0.6820, loss_cls: 2.5717, loss: 2.5717, grad_norm: 5.2720 2021-01-26 23:10:27,338 - mmaction - INFO - Epoch [4][440/3757] lr: 1.000e-02, eta: 7 days, 19:02:36, time: 1.412, data_time: 0.025, memory: 7136, top1_acc: 0.3969, top5_acc: 0.6430, loss_cls: 2.7027, loss: 2.7027, grad_norm: 5.4226 2021-01-26 23:10:54,829 - mmaction - INFO - Epoch [4][460/3757] lr: 1.000e-02, eta: 7 days, 18:57:00, time: 1.368, data_time: 0.011, memory: 7136, top1_acc: 0.4258, top5_acc: 0.6758, loss_cls: 2.5631, loss: 2.5631, grad_norm: 5.1618 2021-01-26 23:11:27,046 - mmaction - INFO - Epoch [4][480/3757] lr: 1.000e-02, eta: 7 days, 18:53:58, time: 1.614, data_time: 0.017, memory: 7136, top1_acc: 0.4359, top5_acc: 0.6891, loss_cls: 2.4949, loss: 2.4949, grad_norm: 5.3372 2021-01-26 23:11:53,860 - mmaction - INFO - Epoch [4][500/3757] lr: 1.000e-02, eta: 7 days, 18:48:07, time: 1.342, data_time: 0.009, memory: 7136, top1_acc: 0.4016, top5_acc: 0.6602, loss_cls: 2.6442, loss: 2.6442, grad_norm: 5.6411 2021-01-26 23:12:29,439 - mmaction - INFO - Epoch [4][520/3757] lr: 1.000e-02, eta: 7 days, 18:46:50, time: 1.782, data_time: 0.026, memory: 7136, top1_acc: 0.4039, top5_acc: 0.6695, loss_cls: 2.6127, loss: 2.6127, grad_norm: 5.3977 2021-01-26 23:12:57,699 - mmaction - INFO - Epoch [4][540/3757] lr: 1.000e-02, eta: 7 days, 18:41:47, time: 1.417, data_time: 0.019, memory: 7136, top1_acc: 0.4266, top5_acc: 0.6875, loss_cls: 2.5203, loss: 2.5203, grad_norm: 5.4611 2021-01-26 23:13:27,372 - mmaction - INFO - Epoch [4][560/3757] lr: 1.000e-02, eta: 7 days, 18:37:23, time: 1.478, data_time: 0.007, memory: 7136, top1_acc: 0.4125, top5_acc: 0.6602, loss_cls: 2.5749, loss: 2.5749, grad_norm: 5.3430 2021-01-26 23:14:06,986 - mmaction - INFO - Epoch [4][580/3757] lr: 1.000e-02, eta: 7 days, 18:38:12, time: 1.986, data_time: 0.010, memory: 7136, top1_acc: 0.4125, top5_acc: 0.6875, loss_cls: 2.5050, loss: 2.5050, grad_norm: 5.4458 2021-01-26 23:14:41,171 - mmaction - INFO - Epoch [4][600/3757] lr: 1.000e-02, eta: 7 days, 18:35:53, time: 1.679, data_time: 0.019, memory: 7136, top1_acc: 0.4219, top5_acc: 0.6758, loss_cls: 2.5491, loss: 2.5491, grad_norm: 5.7033 2021-01-26 23:15:24,671 - mmaction - INFO - Epoch [4][620/3757] lr: 1.000e-02, eta: 7 days, 18:38:48, time: 2.193, data_time: 0.036, memory: 7136, top1_acc: 0.4313, top5_acc: 0.6773, loss_cls: 2.5520, loss: 2.5520, grad_norm: 5.2970 2021-01-26 23:15:56,853 - mmaction - INFO - Epoch [4][640/3757] lr: 1.000e-02, eta: 7 days, 18:35:48, time: 1.613, data_time: 0.024, memory: 7136, top1_acc: 0.4313, top5_acc: 0.6805, loss_cls: 2.5502, loss: 2.5502, grad_norm: 5.5102 2021-01-26 23:16:32,922 - mmaction - INFO - Epoch [4][660/3757] lr: 1.000e-02, eta: 7 days, 18:34:46, time: 1.806, data_time: 0.012, memory: 7136, top1_acc: 0.4352, top5_acc: 0.6883, loss_cls: 2.4687, loss: 2.4687, grad_norm: 5.4360 2021-01-26 23:17:14,398 - mmaction - INFO - Epoch [4][680/3757] lr: 1.000e-02, eta: 7 days, 18:36:25, time: 2.070, data_time: 0.009, memory: 7136, top1_acc: 0.3992, top5_acc: 0.6680, loss_cls: 2.6195, loss: 2.6195, grad_norm: 5.3547 2021-01-26 23:17:51,630 - mmaction - INFO - Epoch [4][700/3757] lr: 1.000e-02, eta: 7 days, 18:35:55, time: 1.859, data_time: 0.014, memory: 7136, top1_acc: 0.3984, top5_acc: 0.6508, loss_cls: 2.6245, loss: 2.6245, grad_norm: 5.3487 2021-01-26 23:18:22,960 - mmaction - INFO - Epoch [4][720/3757] lr: 1.000e-02, eta: 7 days, 18:32:31, time: 1.571, data_time: 0.016, memory: 7136, top1_acc: 0.4328, top5_acc: 0.6977, loss_cls: 2.4567, loss: 2.4567, grad_norm: 5.4736 2021-01-26 23:18:59,498 - mmaction - INFO - Epoch [4][740/3757] lr: 1.000e-02, eta: 7 days, 18:31:39, time: 1.821, data_time: 0.018, memory: 7136, top1_acc: 0.4047, top5_acc: 0.6672, loss_cls: 2.6155, loss: 2.6155, grad_norm: 5.7074 2021-01-26 23:19:27,289 - mmaction - INFO - Epoch [4][760/3757] lr: 1.000e-02, eta: 7 days, 18:26:32, time: 1.400, data_time: 0.017, memory: 7136, top1_acc: 0.4141, top5_acc: 0.6633, loss_cls: 2.6257, loss: 2.6257, grad_norm: 5.4656 2021-01-26 23:20:02,853 - mmaction - INFO - Epoch [4][780/3757] lr: 1.000e-02, eta: 7 days, 18:25:14, time: 1.777, data_time: 0.008, memory: 7136, top1_acc: 0.4352, top5_acc: 0.6820, loss_cls: 2.5599, loss: 2.5599, grad_norm: 5.5948 2021-01-26 23:20:33,340 - mmaction - INFO - Epoch [4][800/3757] lr: 1.000e-02, eta: 7 days, 18:21:19, time: 1.516, data_time: 0.006, memory: 7136, top1_acc: 0.3930, top5_acc: 0.6586, loss_cls: 2.7013, loss: 2.7013, grad_norm: 5.3287 2021-01-26 23:21:04,294 - mmaction - INFO - Epoch [4][820/3757] lr: 1.000e-02, eta: 7 days, 18:17:43, time: 1.548, data_time: 0.016, memory: 7136, top1_acc: 0.4227, top5_acc: 0.6547, loss_cls: 2.5985, loss: 2.5985, grad_norm: 5.3513 2021-01-26 23:21:31,035 - mmaction - INFO - Epoch [4][840/3757] lr: 1.000e-02, eta: 7 days, 18:12:06, time: 1.344, data_time: 0.014, memory: 7136, top1_acc: 0.4383, top5_acc: 0.6758, loss_cls: 2.5031, loss: 2.5031, grad_norm: 5.2764 2021-01-26 23:22:11,087 - mmaction - INFO - Epoch [4][860/3757] lr: 1.000e-02, eta: 7 days, 18:13:05, time: 2.003, data_time: 0.018, memory: 7136, top1_acc: 0.4195, top5_acc: 0.6594, loss_cls: 2.5868, loss: 2.5868, grad_norm: 5.2407 2021-01-26 23:22:42,140 - mmaction - INFO - Epoch [4][880/3757] lr: 1.000e-02, eta: 7 days, 18:09:33, time: 1.553, data_time: 0.011, memory: 7136, top1_acc: 0.4055, top5_acc: 0.6742, loss_cls: 2.6015, loss: 2.6015, grad_norm: 5.3768 2021-01-26 23:23:10,597 - mmaction - INFO - Epoch [4][900/3757] lr: 1.000e-02, eta: 7 days, 18:04:45, time: 1.422, data_time: 0.007, memory: 7136, top1_acc: 0.4266, top5_acc: 0.6867, loss_cls: 2.4880, loss: 2.4880, grad_norm: 5.4396 2021-01-26 23:23:41,039 - mmaction - INFO - Epoch [4][920/3757] lr: 1.000e-02, eta: 7 days, 18:01:00, time: 1.527, data_time: 0.013, memory: 7136, top1_acc: 0.4156, top5_acc: 0.6664, loss_cls: 2.6209, loss: 2.6209, grad_norm: 5.3788 2021-01-26 23:24:11,275 - mmaction - INFO - Epoch [4][940/3757] lr: 1.000e-02, eta: 7 days, 17:57:07, time: 1.512, data_time: 0.006, memory: 7136, top1_acc: 0.4000, top5_acc: 0.6570, loss_cls: 2.6591, loss: 2.6591, grad_norm: 5.5220 2021-01-26 23:24:45,283 - mmaction - INFO - Epoch [4][960/3757] lr: 1.000e-02, eta: 7 days, 17:54:53, time: 1.679, data_time: 0.017, memory: 7136, top1_acc: 0.4164, top5_acc: 0.6766, loss_cls: 2.5674, loss: 2.5674, grad_norm: 5.2659 2021-01-26 23:25:23,108 - mmaction - INFO - Epoch [4][980/3757] lr: 1.000e-02, eta: 7 days, 17:54:56, time: 1.907, data_time: 0.024, memory: 7136, top1_acc: 0.3969, top5_acc: 0.6461, loss_cls: 2.6754, loss: 2.6754, grad_norm: 5.2793 2021-01-26 23:25:52,797 - mmaction - INFO - Epoch [4][1000/3757] lr: 1.000e-02, eta: 7 days, 17:50:46, time: 1.481, data_time: 0.009, memory: 7136, top1_acc: 0.4188, top5_acc: 0.6828, loss_cls: 2.5839, loss: 2.5839, grad_norm: 5.2006 2021-01-26 23:26:31,585 - mmaction - INFO - Epoch [4][1020/3757] lr: 1.000e-02, eta: 7 days, 17:51:11, time: 1.946, data_time: 0.009, memory: 7136, top1_acc: 0.4070, top5_acc: 0.6609, loss_cls: 2.5957, loss: 2.5957, grad_norm: 5.4817 2021-01-26 23:27:11,136 - mmaction - INFO - Epoch [4][1040/3757] lr: 1.000e-02, eta: 7 days, 17:51:50, time: 1.970, data_time: 0.006, memory: 7136, top1_acc: 0.4188, top5_acc: 0.6742, loss_cls: 2.5779, loss: 2.5779, grad_norm: 5.1880 2021-01-26 23:27:48,489 - mmaction - INFO - Epoch [4][1060/3757] lr: 1.000e-02, eta: 7 days, 17:51:05, time: 1.827, data_time: 0.015, memory: 7136, top1_acc: 0.4086, top5_acc: 0.6680, loss_cls: 2.5700, loss: 2.5700, grad_norm: 5.4323 2021-01-26 23:28:32,400 - mmaction - INFO - Epoch [4][1080/3757] lr: 1.000e-02, eta: 7 days, 17:54:19, time: 2.233, data_time: 0.068, memory: 7136, top1_acc: 0.4336, top5_acc: 0.6727, loss_cls: 2.5540, loss: 2.5540, grad_norm: 5.2188 2021-01-26 23:29:06,288 - mmaction - INFO - Epoch [4][1100/3757] lr: 1.000e-02, eta: 7 days, 17:51:58, time: 1.666, data_time: 0.024, memory: 7136, top1_acc: 0.4383, top5_acc: 0.6836, loss_cls: 2.5114, loss: 2.5114, grad_norm: 5.1807 2021-01-26 23:29:51,987 - mmaction - INFO - Epoch [4][1120/3757] lr: 1.000e-02, eta: 7 days, 17:55:58, time: 2.312, data_time: 0.043, memory: 7136, top1_acc: 0.4172, top5_acc: 0.6695, loss_cls: 2.5920, loss: 2.5920, grad_norm: 5.3936 2021-01-26 23:30:32,548 - mmaction - INFO - Epoch [4][1140/3757] lr: 1.000e-02, eta: 7 days, 17:57:17, time: 2.041, data_time: 0.016, memory: 7136, top1_acc: 0.4242, top5_acc: 0.6687, loss_cls: 2.5721, loss: 2.5721, grad_norm: 5.4355 2021-01-26 23:31:09,618 - mmaction - INFO - Epoch [4][1160/3757] lr: 1.000e-02, eta: 7 days, 17:56:37, time: 1.837, data_time: 0.012, memory: 7136, top1_acc: 0.4336, top5_acc: 0.6742, loss_cls: 2.5660, loss: 2.5660, grad_norm: 5.4315 2021-01-26 23:31:56,531 - mmaction - INFO - Epoch [4][1180/3757] lr: 1.000e-02, eta: 7 days, 18:00:57, time: 2.351, data_time: 0.019, memory: 7136, top1_acc: 0.3969, top5_acc: 0.6766, loss_cls: 2.6280, loss: 2.6280, grad_norm: 5.3977 2021-01-26 23:32:33,947 - mmaction - INFO - Epoch [4][1200/3757] lr: 1.000e-02, eta: 7 days, 18:00:33, time: 1.867, data_time: 0.021, memory: 7136, top1_acc: 0.4047, top5_acc: 0.6734, loss_cls: 2.6188, loss: 2.6188, grad_norm: 5.4755 2021-01-26 23:33:18,135 - mmaction - INFO - Epoch [4][1220/3757] lr: 1.000e-02, eta: 7 days, 18:03:36, time: 2.222, data_time: 0.020, memory: 7136, top1_acc: 0.4273, top5_acc: 0.6758, loss_cls: 2.5365, loss: 2.5365, grad_norm: 5.2810 2021-01-26 23:33:43,244 - mmaction - INFO - Epoch [4][1240/3757] lr: 1.000e-02, eta: 7 days, 17:57:18, time: 1.257, data_time: 0.005, memory: 7136, top1_acc: 0.4344, top5_acc: 0.6922, loss_cls: 2.4567, loss: 2.4567, grad_norm: 5.4757 2021-01-26 23:34:19,398 - mmaction - INFO - Epoch [4][1260/3757] lr: 1.000e-02, eta: 7 days, 17:56:08, time: 1.786, data_time: 0.004, memory: 7136, top1_acc: 0.4242, top5_acc: 0.6852, loss_cls: 2.5674, loss: 2.5674, grad_norm: 5.4995 2021-01-26 23:34:54,971 - mmaction - INFO - Epoch [4][1280/3757] lr: 1.000e-02, eta: 7 days, 17:54:52, time: 1.774, data_time: 0.326, memory: 7136, top1_acc: 0.4164, top5_acc: 0.6766, loss_cls: 2.5033, loss: 2.5033, grad_norm: 5.6083 2021-01-26 23:35:34,690 - mmaction - INFO - Epoch [4][1300/3757] lr: 1.000e-02, eta: 7 days, 17:55:52, time: 2.011, data_time: 0.038, memory: 7136, top1_acc: 0.4125, top5_acc: 0.6578, loss_cls: 2.6609, loss: 2.6609, grad_norm: 5.2508 2021-01-26 23:36:16,141 - mmaction - INFO - Epoch [4][1320/3757] lr: 1.000e-02, eta: 7 days, 17:57:29, time: 2.075, data_time: 0.009, memory: 7136, top1_acc: 0.4180, top5_acc: 0.7000, loss_cls: 2.4754, loss: 2.4754, grad_norm: 5.5195 2021-01-26 23:36:49,379 - mmaction - INFO - Epoch [4][1340/3757] lr: 1.000e-02, eta: 7 days, 17:55:00, time: 1.650, data_time: 0.005, memory: 7136, top1_acc: 0.4242, top5_acc: 0.6617, loss_cls: 2.6376, loss: 2.6376, grad_norm: 5.4494 2021-01-26 23:37:18,725 - mmaction - INFO - Epoch [4][1360/3757] lr: 1.000e-02, eta: 7 days, 17:50:45, time: 1.463, data_time: 0.013, memory: 7136, top1_acc: 0.4414, top5_acc: 0.6766, loss_cls: 2.4746, loss: 2.4746, grad_norm: 5.3376 2021-01-26 23:37:48,207 - mmaction - INFO - Epoch [4][1380/3757] lr: 1.000e-02, eta: 7 days, 17:46:44, time: 1.487, data_time: 0.022, memory: 7136, top1_acc: 0.4625, top5_acc: 0.7039, loss_cls: 2.3794, loss: 2.3794, grad_norm: 5.2355 2021-01-26 23:38:20,767 - mmaction - INFO - Epoch [4][1400/3757] lr: 1.000e-02, eta: 7 days, 17:44:00, time: 1.621, data_time: 0.006, memory: 7136, top1_acc: 0.4031, top5_acc: 0.6758, loss_cls: 2.5955, loss: 2.5955, grad_norm: 5.4544 2021-01-26 23:38:57,795 - mmaction - INFO - Epoch [4][1420/3757] lr: 1.000e-02, eta: 7 days, 17:43:23, time: 1.841, data_time: 0.013, memory: 7136, top1_acc: 0.3984, top5_acc: 0.6305, loss_cls: 2.6948, loss: 2.6948, grad_norm: 5.4340 2021-01-26 23:39:32,018 - mmaction - INFO - Epoch [4][1440/3757] lr: 1.000e-02, eta: 7 days, 17:41:39, time: 1.723, data_time: 0.023, memory: 7136, top1_acc: 0.4031, top5_acc: 0.6820, loss_cls: 2.5846, loss: 2.5846, grad_norm: 5.3740 2021-01-26 23:40:15,390 - mmaction - INFO - Epoch [4][1460/3757] lr: 1.000e-02, eta: 7 days, 17:44:04, time: 2.162, data_time: 0.021, memory: 7136, top1_acc: 0.4078, top5_acc: 0.6664, loss_cls: 2.5953, loss: 2.5953, grad_norm: 5.4185 2021-01-26 23:40:53,324 - mmaction - INFO - Epoch [4][1480/3757] lr: 1.000e-02, eta: 7 days, 17:44:04, time: 1.906, data_time: 0.016, memory: 7136, top1_acc: 0.4086, top5_acc: 0.6766, loss_cls: 2.5756, loss: 2.5756, grad_norm: 5.1523 2021-01-26 23:41:33,876 - mmaction - INFO - Epoch [4][1500/3757] lr: 1.000e-02, eta: 7 days, 17:45:01, time: 2.009, data_time: 0.020, memory: 7136, top1_acc: 0.4383, top5_acc: 0.6859, loss_cls: 2.5453, loss: 2.5453, grad_norm: 5.5103 2021-01-26 23:42:09,003 - mmaction - INFO - Epoch [4][1520/3757] lr: 1.000e-02, eta: 7 days, 17:43:47, time: 1.776, data_time: 0.028, memory: 7136, top1_acc: 0.4266, top5_acc: 0.6914, loss_cls: 2.4915, loss: 2.4915, grad_norm: 5.2309 2021-01-26 23:42:36,406 - mmaction - INFO - Epoch [4][1540/3757] lr: 1.000e-02, eta: 7 days, 17:38:42, time: 1.369, data_time: 0.006, memory: 7136, top1_acc: 0.4102, top5_acc: 0.6664, loss_cls: 2.6369, loss: 2.6369, grad_norm: 5.4114 2021-01-26 23:43:07,331 - mmaction - INFO - Epoch [4][1560/3757] lr: 1.000e-02, eta: 7 days, 17:34:56, time: 1.507, data_time: 0.076, memory: 7136, top1_acc: 0.4383, top5_acc: 0.6781, loss_cls: 2.5178, loss: 2.5178, grad_norm: 5.2418 2021-01-26 23:43:41,954 - mmaction - INFO - Epoch [4][1580/3757] lr: 1.000e-02, eta: 7 days, 17:33:40, time: 1.773, data_time: 0.097, memory: 7136, top1_acc: 0.4289, top5_acc: 0.6836, loss_cls: 2.4936, loss: 2.4936, grad_norm: 5.2272 2021-01-26 23:44:14,470 - mmaction - INFO - Epoch [4][1600/3757] lr: 1.000e-02, eta: 7 days, 17:31:01, time: 1.624, data_time: 0.055, memory: 7136, top1_acc: 0.4117, top5_acc: 0.6625, loss_cls: 2.6477, loss: 2.6477, grad_norm: 5.3811 2021-01-26 23:45:02,932 - mmaction - INFO - Epoch [4][1620/3757] lr: 1.000e-02, eta: 7 days, 17:35:52, time: 2.422, data_time: 0.012, memory: 7136, top1_acc: 0.4313, top5_acc: 0.6930, loss_cls: 2.5178, loss: 2.5178, grad_norm: 5.3791 2021-01-26 23:45:37,905 - mmaction - INFO - Epoch [4][1640/3757] lr: 1.000e-02, eta: 7 days, 17:34:20, time: 1.743, data_time: 0.009, memory: 7136, top1_acc: 0.4203, top5_acc: 0.6734, loss_cls: 2.5353, loss: 2.5353, grad_norm: 5.3937 2021-01-26 23:46:09,570 - mmaction - INFO - Epoch [4][1660/3757] lr: 1.000e-02, eta: 7 days, 17:31:11, time: 1.572, data_time: 0.015, memory: 7136, top1_acc: 0.4313, top5_acc: 0.6836, loss_cls: 2.5061, loss: 2.5061, grad_norm: 5.3428 2021-01-26 23:46:43,413 - mmaction - INFO - Epoch [4][1680/3757] lr: 1.000e-02, eta: 7 days, 17:29:22, time: 1.712, data_time: 0.026, memory: 7136, top1_acc: 0.4164, top5_acc: 0.6687, loss_cls: 2.5634, loss: 2.5634, grad_norm: 5.5194 2021-01-26 23:47:17,045 - mmaction - INFO - Epoch [4][1700/3757] lr: 1.000e-02, eta: 7 days, 17:27:15, time: 1.679, data_time: 0.004, memory: 7136, top1_acc: 0.4281, top5_acc: 0.6711, loss_cls: 2.5681, loss: 2.5681, grad_norm: 5.4351 2021-01-26 23:47:52,320 - mmaction - INFO - Epoch [4][1720/3757] lr: 1.000e-02, eta: 7 days, 17:25:50, time: 1.755, data_time: 0.010, memory: 7136, top1_acc: 0.4328, top5_acc: 0.6766, loss_cls: 2.5279, loss: 2.5279, grad_norm: 5.3368 2021-01-26 23:48:21,677 - mmaction - INFO - Epoch [4][1740/3757] lr: 1.000e-02, eta: 7 days, 17:21:49, time: 1.473, data_time: 0.016, memory: 7136, top1_acc: 0.3898, top5_acc: 0.6445, loss_cls: 2.7251, loss: 2.7251, grad_norm: 5.3765 2021-01-26 23:48:52,404 - mmaction - INFO - Epoch [4][1760/3757] lr: 1.000e-02, eta: 7 days, 17:18:22, time: 1.535, data_time: 0.012, memory: 7136, top1_acc: 0.4352, top5_acc: 0.6930, loss_cls: 2.4717, loss: 2.4717, grad_norm: 5.2095 2021-01-26 23:49:31,520 - mmaction - INFO - Epoch [4][1780/3757] lr: 1.000e-02, eta: 7 days, 17:18:54, time: 1.962, data_time: 0.020, memory: 7136, top1_acc: 0.4062, top5_acc: 0.6609, loss_cls: 2.6449, loss: 2.6449, grad_norm: 5.4429 2021-01-26 23:50:06,045 - mmaction - INFO - Epoch [4][1800/3757] lr: 1.000e-02, eta: 7 days, 17:17:12, time: 1.723, data_time: 0.005, memory: 7136, top1_acc: 0.4016, top5_acc: 0.6602, loss_cls: 2.5825, loss: 2.5825, grad_norm: 5.3486 2021-01-26 23:50:39,301 - mmaction - INFO - Epoch [4][1820/3757] lr: 1.000e-02, eta: 7 days, 17:15:00, time: 1.667, data_time: 0.012, memory: 7136, top1_acc: 0.4258, top5_acc: 0.6695, loss_cls: 2.5418, loss: 2.5418, grad_norm: 5.3909 2021-01-26 23:51:14,658 - mmaction - INFO - Epoch [4][1840/3757] lr: 1.000e-02, eta: 7 days, 17:13:23, time: 1.730, data_time: 0.008, memory: 7136, top1_acc: 0.3992, top5_acc: 0.6570, loss_cls: 2.7148, loss: 2.7148, grad_norm: 5.4644 2021-01-26 23:51:55,831 - mmaction - INFO - Epoch [4][1860/3757] lr: 1.000e-02, eta: 7 days, 17:15:05, time: 2.091, data_time: 0.043, memory: 7136, top1_acc: 0.4109, top5_acc: 0.6516, loss_cls: 2.6211, loss: 2.6211, grad_norm: 5.4610 2021-01-26 23:52:35,142 - mmaction - INFO - Epoch [4][1880/3757] lr: 1.000e-02, eta: 7 days, 17:15:41, time: 1.972, data_time: 0.010, memory: 7136, top1_acc: 0.4289, top5_acc: 0.6992, loss_cls: 2.5073, loss: 2.5073, grad_norm: 5.3359 2021-01-26 23:53:11,083 - mmaction - INFO - Epoch [4][1900/3757] lr: 1.000e-02, eta: 7 days, 17:14:40, time: 1.795, data_time: 0.011, memory: 7136, top1_acc: 0.4070, top5_acc: 0.6570, loss_cls: 2.6036, loss: 2.6036, grad_norm: 5.5500 2021-01-26 23:53:50,751 - mmaction - INFO - Epoch [4][1920/3757] lr: 1.000e-02, eta: 7 days, 17:15:22, time: 1.984, data_time: 0.092, memory: 7136, top1_acc: 0.4219, top5_acc: 0.6820, loss_cls: 2.4924, loss: 2.4924, grad_norm: 5.2373 2021-01-26 23:54:25,789 - mmaction - INFO - Epoch [4][1940/3757] lr: 1.000e-02, eta: 7 days, 17:13:54, time: 1.747, data_time: 0.016, memory: 7136, top1_acc: 0.4234, top5_acc: 0.6789, loss_cls: 2.5323, loss: 2.5323, grad_norm: 5.4122 2021-01-26 23:55:03,192 - mmaction - INFO - Epoch [4][1960/3757] lr: 1.000e-02, eta: 7 days, 17:13:39, time: 1.878, data_time: 0.026, memory: 7136, top1_acc: 0.4008, top5_acc: 0.6672, loss_cls: 2.6203, loss: 2.6203, grad_norm: 5.2605 2021-01-26 23:55:36,338 - mmaction - INFO - Epoch [4][1980/3757] lr: 1.000e-02, eta: 7 days, 17:11:19, time: 1.652, data_time: 0.005, memory: 7136, top1_acc: 0.4313, top5_acc: 0.6773, loss_cls: 2.5073, loss: 2.5073, grad_norm: 5.3959 2021-01-26 23:56:14,673 - mmaction - INFO - Epoch [4][2000/3757] lr: 1.000e-02, eta: 7 days, 17:11:26, time: 1.919, data_time: 0.014, memory: 7136, top1_acc: 0.4008, top5_acc: 0.6562, loss_cls: 2.6550, loss: 2.6550, grad_norm: 5.5626 2021-01-26 23:57:01,497 - mmaction - INFO - Epoch [4][2020/3757] lr: 1.000e-02, eta: 7 days, 17:15:10, time: 2.319, data_time: 0.005, memory: 7136, top1_acc: 0.4148, top5_acc: 0.6719, loss_cls: 2.5789, loss: 2.5789, grad_norm: 5.4615 2021-01-26 23:57:38,270 - mmaction - INFO - Epoch [4][2040/3757] lr: 1.000e-02, eta: 7 days, 17:14:43, time: 1.859, data_time: 0.028, memory: 7136, top1_acc: 0.3859, top5_acc: 0.6539, loss_cls: 2.6534, loss: 2.6534, grad_norm: 5.4627 2021-01-26 23:58:13,247 - mmaction - INFO - Epoch [4][2060/3757] lr: 1.000e-02, eta: 7 days, 17:13:13, time: 1.742, data_time: 0.026, memory: 7136, top1_acc: 0.4305, top5_acc: 0.6773, loss_cls: 2.5311, loss: 2.5311, grad_norm: 5.3054 2021-01-26 23:58:43,281 - mmaction - INFO - Epoch [4][2080/3757] lr: 1.000e-02, eta: 7 days, 17:09:40, time: 1.516, data_time: 0.015, memory: 7136, top1_acc: 0.3977, top5_acc: 0.6742, loss_cls: 2.6597, loss: 2.6597, grad_norm: 5.3048 2021-01-26 23:59:11,712 - mmaction - INFO - Epoch [4][2100/3757] lr: 1.000e-02, eta: 7 days, 17:05:09, time: 1.408, data_time: 0.004, memory: 7136, top1_acc: 0.4227, top5_acc: 0.6836, loss_cls: 2.5169, loss: 2.5169, grad_norm: 5.3465 2021-01-26 23:59:42,080 - mmaction - INFO - Epoch [4][2120/3757] lr: 1.000e-02, eta: 7 days, 17:01:44, time: 1.527, data_time: 0.017, memory: 7136, top1_acc: 0.4062, top5_acc: 0.6609, loss_cls: 2.6221, loss: 2.6221, grad_norm: 5.3433 2021-01-27 00:00:06,065 - mmaction - INFO - Epoch [4][2140/3757] lr: 1.000e-02, eta: 7 days, 16:55:16, time: 1.189, data_time: 0.007, memory: 7136, top1_acc: 0.4242, top5_acc: 0.6672, loss_cls: 2.5664, loss: 2.5664, grad_norm: 5.3321 2021-01-27 00:00:43,735 - mmaction - INFO - Epoch [4][2160/3757] lr: 1.000e-02, eta: 7 days, 16:55:05, time: 1.885, data_time: 0.017, memory: 7136, top1_acc: 0.4289, top5_acc: 0.6805, loss_cls: 2.4900, loss: 2.4900, grad_norm: 5.2004 2021-01-27 00:01:22,480 - mmaction - INFO - Epoch [4][2180/3757] lr: 1.000e-02, eta: 7 days, 16:55:20, time: 1.933, data_time: 0.015, memory: 7136, top1_acc: 0.4320, top5_acc: 0.6922, loss_cls: 2.4961, loss: 2.4961, grad_norm: 5.5752 2021-01-27 00:01:56,071 - mmaction - INFO - Epoch [4][2200/3757] lr: 1.000e-02, eta: 7 days, 16:53:26, time: 1.694, data_time: 0.021, memory: 7136, top1_acc: 0.4242, top5_acc: 0.6719, loss_cls: 2.5805, loss: 2.5805, grad_norm: 5.3053 2021-01-27 00:02:27,006 - mmaction - INFO - Epoch [4][2220/3757] lr: 1.000e-02, eta: 7 days, 16:50:13, time: 1.546, data_time: 0.006, memory: 7136, top1_acc: 0.3961, top5_acc: 0.6711, loss_cls: 2.6453, loss: 2.6453, grad_norm: 5.3542 2021-01-27 00:02:53,756 - mmaction - INFO - Epoch [4][2240/3757] lr: 1.000e-02, eta: 7 days, 16:45:07, time: 1.337, data_time: 0.006, memory: 7136, top1_acc: 0.4055, top5_acc: 0.6766, loss_cls: 2.5793, loss: 2.5793, grad_norm: 5.3813 2021-01-27 00:03:26,105 - mmaction - INFO - Epoch [4][2260/3757] lr: 1.000e-02, eta: 7 days, 16:42:36, time: 1.622, data_time: 0.120, memory: 7136, top1_acc: 0.4039, top5_acc: 0.6508, loss_cls: 2.6898, loss: 2.6898, grad_norm: 5.5280 2021-01-27 00:03:53,704 - mmaction - INFO - Epoch [4][2280/3757] lr: 1.000e-02, eta: 7 days, 16:37:54, time: 1.377, data_time: 0.002, memory: 7136, top1_acc: 0.4359, top5_acc: 0.6852, loss_cls: 2.4666, loss: 2.4666, grad_norm: 5.4528 2021-01-27 00:04:35,255 - mmaction - INFO - Epoch [4][2300/3757] lr: 1.000e-02, eta: 7 days, 16:39:28, time: 2.080, data_time: 0.006, memory: 7136, top1_acc: 0.4117, top5_acc: 0.6539, loss_cls: 2.6225, loss: 2.6225, grad_norm: 5.2296 2021-01-27 00:05:18,847 - mmaction - INFO - Epoch [4][2320/3757] lr: 1.000e-02, eta: 7 days, 16:41:40, time: 2.153, data_time: 0.002, memory: 7136, top1_acc: 0.4086, top5_acc: 0.6711, loss_cls: 2.5961, loss: 2.5961, grad_norm: 5.3149 2021-01-27 00:06:01,556 - mmaction - INFO - Epoch [4][2340/3757] lr: 1.000e-02, eta: 7 days, 16:43:50, time: 2.150, data_time: 0.028, memory: 7136, top1_acc: 0.4070, top5_acc: 0.6906, loss_cls: 2.5312, loss: 2.5312, grad_norm: 5.2276 2021-01-27 00:06:44,691 - mmaction - INFO - Epoch [4][2360/3757] lr: 1.000e-02, eta: 7 days, 16:46:04, time: 2.158, data_time: 0.014, memory: 7136, top1_acc: 0.4383, top5_acc: 0.6867, loss_cls: 2.4964, loss: 2.4964, grad_norm: 5.2757 2021-01-27 00:07:25,708 - mmaction - INFO - Epoch [4][2380/3757] lr: 1.000e-02, eta: 7 days, 16:47:18, time: 2.045, data_time: 0.014, memory: 7136, top1_acc: 0.4227, top5_acc: 0.6695, loss_cls: 2.5987, loss: 2.5987, grad_norm: 5.4271 2021-01-27 00:08:00,405 - mmaction - INFO - Epoch [4][2400/3757] lr: 1.000e-02, eta: 7 days, 16:45:56, time: 1.752, data_time: 0.019, memory: 7136, top1_acc: 0.4094, top5_acc: 0.6578, loss_cls: 2.6373, loss: 2.6373, grad_norm: 5.3920 2021-01-27 00:08:32,223 - mmaction - INFO - Epoch [4][2420/3757] lr: 1.000e-02, eta: 7 days, 16:43:07, time: 1.587, data_time: 0.002, memory: 7136, top1_acc: 0.4203, top5_acc: 0.6852, loss_cls: 2.5379, loss: 2.5379, grad_norm: 5.3816 2021-01-27 00:09:03,616 - mmaction - INFO - Epoch [4][2440/3757] lr: 1.000e-02, eta: 7 days, 16:40:11, time: 1.573, data_time: 0.006, memory: 7136, top1_acc: 0.4188, top5_acc: 0.6625, loss_cls: 2.6595, loss: 2.6595, grad_norm: 5.3175 2021-01-27 00:09:44,910 - mmaction - INFO - Epoch [4][2460/3757] lr: 1.000e-02, eta: 7 days, 16:41:20, time: 2.038, data_time: 0.001, memory: 7136, top1_acc: 0.4336, top5_acc: 0.6828, loss_cls: 2.5095, loss: 2.5095, grad_norm: 5.2873 2021-01-27 00:10:20,136 - mmaction - INFO - Epoch [4][2480/3757] lr: 1.000e-02, eta: 7 days, 16:40:14, time: 1.780, data_time: 0.030, memory: 7136, top1_acc: 0.4367, top5_acc: 0.7000, loss_cls: 2.4433, loss: 2.4433, grad_norm: 5.3986 2021-01-27 00:10:54,940 - mmaction - INFO - Epoch [4][2500/3757] lr: 1.000e-02, eta: 7 days, 16:38:50, time: 1.748, data_time: 0.009, memory: 7136, top1_acc: 0.4188, top5_acc: 0.6852, loss_cls: 2.5209, loss: 2.5209, grad_norm: 5.4586 2021-01-27 00:11:35,168 - mmaction - INFO - Epoch [4][2520/3757] lr: 1.000e-02, eta: 7 days, 16:39:39, time: 1.999, data_time: 0.004, memory: 7136, top1_acc: 0.4234, top5_acc: 0.6687, loss_cls: 2.6037, loss: 2.6037, grad_norm: 5.5475 2021-01-27 00:12:25,024 - mmaction - INFO - Epoch [4][2540/3757] lr: 1.000e-02, eta: 7 days, 16:44:36, time: 2.475, data_time: 0.021, memory: 7136, top1_acc: 0.4188, top5_acc: 0.7000, loss_cls: 2.5177, loss: 2.5177, grad_norm: 5.3986 2021-01-27 00:12:55,851 - mmaction - INFO - Epoch [4][2560/3757] lr: 1.000e-02, eta: 7 days, 16:41:37, time: 1.566, data_time: 0.035, memory: 7136, top1_acc: 0.4125, top5_acc: 0.6461, loss_cls: 2.6582, loss: 2.6582, grad_norm: 5.4638 2021-01-27 00:13:27,652 - mmaction - INFO - Epoch [4][2580/3757] lr: 1.000e-02, eta: 7 days, 16:38:50, time: 1.589, data_time: 0.009, memory: 7136, top1_acc: 0.4180, top5_acc: 0.6867, loss_cls: 2.5646, loss: 2.5646, grad_norm: 5.2722 2021-01-27 00:14:04,182 - mmaction - INFO - Epoch [4][2600/3757] lr: 1.000e-02, eta: 7 days, 16:38:10, time: 1.829, data_time: 0.012, memory: 7136, top1_acc: 0.4281, top5_acc: 0.6813, loss_cls: 2.4830, loss: 2.4830, grad_norm: 5.4209 2021-01-27 00:14:40,405 - mmaction - INFO - Epoch [4][2620/3757] lr: 1.000e-02, eta: 7 days, 16:37:11, time: 1.796, data_time: 0.006, memory: 7136, top1_acc: 0.4180, top5_acc: 0.6750, loss_cls: 2.6183, loss: 2.6183, grad_norm: 5.3169 2021-01-27 00:15:12,986 - mmaction - INFO - Epoch [4][2640/3757] lr: 1.000e-02, eta: 7 days, 16:34:56, time: 1.648, data_time: 0.025, memory: 7136, top1_acc: 0.4109, top5_acc: 0.6789, loss_cls: 2.5445, loss: 2.5445, grad_norm: 5.4123 2021-01-27 00:16:00,080 - mmaction - INFO - Epoch [4][2660/3757] lr: 1.000e-02, eta: 7 days, 16:38:37, time: 2.332, data_time: 0.008, memory: 7136, top1_acc: 0.4203, top5_acc: 0.6969, loss_cls: 2.5209, loss: 2.5209, grad_norm: 5.2326 2021-01-27 00:16:34,430 - mmaction - INFO - Epoch [4][2680/3757] lr: 1.000e-02, eta: 7 days, 16:36:59, time: 1.719, data_time: 0.028, memory: 7136, top1_acc: 0.4070, top5_acc: 0.6523, loss_cls: 2.6263, loss: 2.6263, grad_norm: 5.3241 2021-01-27 00:17:13,606 - mmaction - INFO - Epoch [4][2700/3757] lr: 1.000e-02, eta: 7 days, 16:37:35, time: 1.977, data_time: 0.023, memory: 7136, top1_acc: 0.4453, top5_acc: 0.6859, loss_cls: 2.4958, loss: 2.4958, grad_norm: 5.2985 2021-01-27 00:17:50,208 - mmaction - INFO - Epoch [4][2720/3757] lr: 1.000e-02, eta: 7 days, 16:36:54, time: 1.831, data_time: 0.006, memory: 7136, top1_acc: 0.4289, top5_acc: 0.6641, loss_cls: 2.5212, loss: 2.5212, grad_norm: 5.4986 2021-01-27 00:18:27,524 - mmaction - INFO - Epoch [4][2740/3757] lr: 1.000e-02, eta: 7 days, 16:36:31, time: 1.863, data_time: 0.005, memory: 7136, top1_acc: 0.4359, top5_acc: 0.6859, loss_cls: 2.5320, loss: 2.5320, grad_norm: 5.2929 2021-01-27 00:19:00,506 - mmaction - INFO - Epoch [4][2760/3757] lr: 1.000e-02, eta: 7 days, 16:34:17, time: 1.650, data_time: 0.023, memory: 7136, top1_acc: 0.4375, top5_acc: 0.6852, loss_cls: 2.4856, loss: 2.4856, grad_norm: 5.4017 2021-01-27 00:19:43,611 - mmaction - INFO - Epoch [4][2780/3757] lr: 1.000e-02, eta: 7 days, 16:36:16, time: 2.140, data_time: 0.372, memory: 7136, top1_acc: 0.4227, top5_acc: 0.6758, loss_cls: 2.5827, loss: 2.5827, grad_norm: 5.5337 2021-01-27 00:20:23,436 - mmaction - INFO - Epoch [4][2800/3757] lr: 1.000e-02, eta: 7 days, 16:37:07, time: 2.007, data_time: 0.042, memory: 7136, top1_acc: 0.4344, top5_acc: 0.6711, loss_cls: 2.5742, loss: 2.5742, grad_norm: 5.2629 2021-01-27 00:20:56,368 - mmaction - INFO - Epoch [4][2820/3757] lr: 1.000e-02, eta: 7 days, 16:34:51, time: 1.646, data_time: 0.006, memory: 7136, top1_acc: 0.4375, top5_acc: 0.6648, loss_cls: 2.5665, loss: 2.5665, grad_norm: 5.2273 2021-01-27 00:21:35,063 - mmaction - INFO - Epoch [4][2840/3757] lr: 1.000e-02, eta: 7 days, 16:35:02, time: 1.931, data_time: 0.006, memory: 7136, top1_acc: 0.4430, top5_acc: 0.7094, loss_cls: 2.4188, loss: 2.4188, grad_norm: 5.3406 2021-01-27 00:22:12,618 - mmaction - INFO - Epoch [4][2860/3757] lr: 1.000e-02, eta: 7 days, 16:34:42, time: 1.869, data_time: 0.072, memory: 7136, top1_acc: 0.3891, top5_acc: 0.6523, loss_cls: 2.6686, loss: 2.6686, grad_norm: 5.4082 2021-01-27 00:22:46,787 - mmaction - INFO - Epoch [4][2880/3757] lr: 1.000e-02, eta: 7 days, 16:33:01, time: 1.713, data_time: 0.044, memory: 7136, top1_acc: 0.4086, top5_acc: 0.6703, loss_cls: 2.5928, loss: 2.5928, grad_norm: 5.3911 2021-01-27 00:23:18,911 - mmaction - INFO - Epoch [4][2900/3757] lr: 1.000e-02, eta: 7 days, 16:30:33, time: 1.619, data_time: 0.016, memory: 7136, top1_acc: 0.4258, top5_acc: 0.6719, loss_cls: 2.5330, loss: 2.5330, grad_norm: 5.1663 2021-01-27 00:23:54,130 - mmaction - INFO - Epoch [4][2920/3757] lr: 1.000e-02, eta: 7 days, 16:28:59, time: 1.725, data_time: 0.009, memory: 7136, top1_acc: 0.4336, top5_acc: 0.6789, loss_cls: 2.5166, loss: 2.5166, grad_norm: 5.2862 2021-01-27 00:24:28,970 - mmaction - INFO - Epoch [4][2940/3757] lr: 1.000e-02, eta: 7 days, 16:27:51, time: 1.775, data_time: 0.040, memory: 7136, top1_acc: 0.4109, top5_acc: 0.6781, loss_cls: 2.5759, loss: 2.5759, grad_norm: 5.4120 2021-01-27 00:25:02,527 - mmaction - INFO - Epoch [4][2960/3757] lr: 1.000e-02, eta: 7 days, 16:25:48, time: 1.668, data_time: 0.004, memory: 7136, top1_acc: 0.4258, top5_acc: 0.6977, loss_cls: 2.5104, loss: 2.5104, grad_norm: 5.4739 2021-01-27 00:25:38,110 - mmaction - INFO - Epoch [4][2980/3757] lr: 1.000e-02, eta: 7 days, 16:24:46, time: 1.788, data_time: 0.020, memory: 7136, top1_acc: 0.4422, top5_acc: 0.6883, loss_cls: 2.5147, loss: 2.5147, grad_norm: 5.3663 2021-01-27 00:26:08,621 - mmaction - INFO - Epoch [4][3000/3757] lr: 1.000e-02, eta: 7 days, 16:21:33, time: 1.528, data_time: 0.017, memory: 7136, top1_acc: 0.4242, top5_acc: 0.6672, loss_cls: 2.5753, loss: 2.5753, grad_norm: 5.3890 2021-01-27 00:26:39,333 - mmaction - INFO - Epoch [4][3020/3757] lr: 1.000e-02, eta: 7 days, 16:18:24, time: 1.535, data_time: 0.016, memory: 7136, top1_acc: 0.4117, top5_acc: 0.6727, loss_cls: 2.5712, loss: 2.5712, grad_norm: 5.1929 2021-01-27 00:27:17,653 - mmaction - INFO - Epoch [4][3040/3757] lr: 1.000e-02, eta: 7 days, 16:18:16, time: 1.893, data_time: 0.223, memory: 7136, top1_acc: 0.4305, top5_acc: 0.6930, loss_cls: 2.5264, loss: 2.5264, grad_norm: 5.4043 2021-01-27 00:27:48,233 - mmaction - INFO - Epoch [4][3060/3757] lr: 1.000e-02, eta: 7 days, 16:15:05, time: 1.530, data_time: 0.037, memory: 7136, top1_acc: 0.4062, top5_acc: 0.6570, loss_cls: 2.6126, loss: 2.6126, grad_norm: 5.4123 2021-01-27 00:28:30,136 - mmaction - INFO - Epoch [4][3080/3757] lr: 1.000e-02, eta: 7 days, 16:16:43, time: 2.103, data_time: 0.028, memory: 7136, top1_acc: 0.4313, top5_acc: 0.6734, loss_cls: 2.5512, loss: 2.5512, grad_norm: 5.2884 2021-01-27 00:28:59,881 - mmaction - INFO - Epoch [4][3100/3757] lr: 1.000e-02, eta: 7 days, 16:13:18, time: 1.501, data_time: 0.020, memory: 7136, top1_acc: 0.4461, top5_acc: 0.6914, loss_cls: 2.4531, loss: 2.4531, grad_norm: 5.2053 2021-01-27 00:29:32,007 - mmaction - INFO - Epoch [4][3120/3757] lr: 1.000e-02, eta: 7 days, 16:10:47, time: 1.608, data_time: 0.006, memory: 7136, top1_acc: 0.4180, top5_acc: 0.6703, loss_cls: 2.6190, loss: 2.6190, grad_norm: 5.5281 2021-01-27 00:29:59,734 - mmaction - INFO - Epoch [4][3140/3757] lr: 1.000e-02, eta: 7 days, 16:06:14, time: 1.365, data_time: 0.004, memory: 7136, top1_acc: 0.3922, top5_acc: 0.6633, loss_cls: 2.6553, loss: 2.6553, grad_norm: 5.2802 2021-01-27 00:30:34,908 - mmaction - INFO - Epoch [4][3160/3757] lr: 1.000e-02, eta: 7 days, 16:04:57, time: 1.754, data_time: 0.024, memory: 7136, top1_acc: 0.4031, top5_acc: 0.6516, loss_cls: 2.6681, loss: 2.6681, grad_norm: 5.5733 2021-01-27 00:31:18,077 - mmaction - INFO - Epoch [4][3180/3757] lr: 1.000e-02, eta: 7 days, 16:07:04, time: 2.161, data_time: 0.031, memory: 7136, top1_acc: 0.4313, top5_acc: 0.6930, loss_cls: 2.4700, loss: 2.4700, grad_norm: 5.2884 2021-01-27 00:31:51,583 - mmaction - INFO - Epoch [4][3200/3757] lr: 1.000e-02, eta: 7 days, 16:05:20, time: 1.700, data_time: 0.027, memory: 7136, top1_acc: 0.3945, top5_acc: 0.6742, loss_cls: 2.5688, loss: 2.5688, grad_norm: 5.3392 2021-01-27 00:32:19,574 - mmaction - INFO - Epoch [4][3220/3757] lr: 1.000e-02, eta: 7 days, 16:01:05, time: 1.396, data_time: 0.055, memory: 7136, top1_acc: 0.4141, top5_acc: 0.6781, loss_cls: 2.5743, loss: 2.5743, grad_norm: 5.2830 2021-01-27 00:32:48,950 - mmaction - INFO - Epoch [4][3240/3757] lr: 1.000e-02, eta: 7 days, 15:57:26, time: 1.468, data_time: 0.059, memory: 7136, top1_acc: 0.4062, top5_acc: 0.6844, loss_cls: 2.5134, loss: 2.5134, grad_norm: 5.2629 2021-01-27 00:33:19,122 - mmaction - INFO - Epoch [4][3260/3757] lr: 1.000e-02, eta: 7 days, 15:54:10, time: 1.513, data_time: 0.006, memory: 7136, top1_acc: 0.4094, top5_acc: 0.6609, loss_cls: 2.6080, loss: 2.6080, grad_norm: 5.3673 2021-01-27 00:33:48,674 - mmaction - INFO - Epoch [4][3280/3757] lr: 1.000e-02, eta: 7 days, 15:50:37, time: 1.478, data_time: 0.003, memory: 7136, top1_acc: 0.4375, top5_acc: 0.6961, loss_cls: 2.4322, loss: 2.4322, grad_norm: 5.2722 2021-01-27 00:34:14,445 - mmaction - INFO - Epoch [4][3300/3757] lr: 1.000e-02, eta: 7 days, 15:45:28, time: 1.284, data_time: 0.002, memory: 7136, top1_acc: 0.4367, top5_acc: 0.6703, loss_cls: 2.5388, loss: 2.5388, grad_norm: 5.3550 2021-01-27 00:34:58,081 - mmaction - INFO - Epoch [4][3320/3757] lr: 1.000e-02, eta: 7 days, 15:47:44, time: 2.182, data_time: 0.007, memory: 7136, top1_acc: 0.4430, top5_acc: 0.6961, loss_cls: 2.4641, loss: 2.4641, grad_norm: 5.1873 2021-01-27 00:35:32,700 - mmaction - INFO - Epoch [4][3340/3757] lr: 1.000e-02, eta: 7 days, 15:46:20, time: 1.735, data_time: 0.010, memory: 7136, top1_acc: 0.4484, top5_acc: 0.6805, loss_cls: 2.5129, loss: 2.5129, grad_norm: 5.5726 2021-01-27 00:36:06,796 - mmaction - INFO - Epoch [4][3360/3757] lr: 1.000e-02, eta: 7 days, 15:44:41, time: 1.706, data_time: 0.005, memory: 7136, top1_acc: 0.4148, top5_acc: 0.6734, loss_cls: 2.6384, loss: 2.6384, grad_norm: 5.3003 2021-01-27 00:36:37,725 - mmaction - INFO - Epoch [4][3380/3757] lr: 1.000e-02, eta: 7 days, 15:41:39, time: 1.538, data_time: 0.002, memory: 7136, top1_acc: 0.4211, top5_acc: 0.6781, loss_cls: 2.5254, loss: 2.5254, grad_norm: 5.4481 2021-01-27 00:37:15,220 - mmaction - INFO - Epoch [4][3400/3757] lr: 1.000e-02, eta: 7 days, 15:41:27, time: 1.881, data_time: 0.019, memory: 7136, top1_acc: 0.4320, top5_acc: 0.6859, loss_cls: 2.5294, loss: 2.5294, grad_norm: 5.4169 2021-01-27 00:37:47,773 - mmaction - INFO - Epoch [4][3420/3757] lr: 1.000e-02, eta: 7 days, 15:39:00, time: 1.608, data_time: 0.005, memory: 7136, top1_acc: 0.4320, top5_acc: 0.6648, loss_cls: 2.5671, loss: 2.5671, grad_norm: 5.3636 2021-01-27 00:38:20,635 - mmaction - INFO - Epoch [4][3440/3757] lr: 1.000e-02, eta: 7 days, 15:36:56, time: 1.652, data_time: 0.024, memory: 7136, top1_acc: 0.4180, top5_acc: 0.6781, loss_cls: 2.5429, loss: 2.5429, grad_norm: 5.1545 2021-01-27 00:38:50,732 - mmaction - INFO - Epoch [4][3460/3757] lr: 1.000e-02, eta: 7 days, 15:33:45, time: 1.517, data_time: 0.031, memory: 7136, top1_acc: 0.4398, top5_acc: 0.6820, loss_cls: 2.4738, loss: 2.4738, grad_norm: 5.3962 2021-01-27 00:39:28,111 - mmaction - INFO - Epoch [4][3480/3757] lr: 1.000e-02, eta: 7 days, 15:33:19, time: 1.853, data_time: 0.004, memory: 7136, top1_acc: 0.4125, top5_acc: 0.6758, loss_cls: 2.5839, loss: 2.5839, grad_norm: 5.2226 2021-01-27 00:40:01,851 - mmaction - INFO - Epoch [4][3500/3757] lr: 1.000e-02, eta: 7 days, 15:31:38, time: 1.699, data_time: 0.021, memory: 7136, top1_acc: 0.4398, top5_acc: 0.6992, loss_cls: 2.4603, loss: 2.4603, grad_norm: 5.4020 2021-01-27 00:40:38,842 - mmaction - INFO - Epoch [4][3520/3757] lr: 1.000e-02, eta: 7 days, 15:31:13, time: 1.853, data_time: 0.018, memory: 7136, top1_acc: 0.4109, top5_acc: 0.6773, loss_cls: 2.5525, loss: 2.5525, grad_norm: 5.3781 2021-01-27 00:41:15,899 - mmaction - INFO - Epoch [4][3540/3757] lr: 1.000e-02, eta: 7 days, 15:30:35, time: 1.828, data_time: 0.017, memory: 7136, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.5360, loss: 2.5360, grad_norm: 5.3099 2021-01-27 00:41:55,046 - mmaction - INFO - Epoch [4][3560/3757] lr: 1.000e-02, eta: 7 days, 15:31:05, time: 1.966, data_time: 0.029, memory: 7136, top1_acc: 0.4195, top5_acc: 0.6750, loss_cls: 2.5733, loss: 2.5733, grad_norm: 5.4057 2021-01-27 00:42:26,021 - mmaction - INFO - Epoch [4][3580/3757] lr: 1.000e-02, eta: 7 days, 15:28:17, time: 1.561, data_time: 0.018, memory: 7136, top1_acc: 0.4555, top5_acc: 0.6797, loss_cls: 2.4942, loss: 2.4942, grad_norm: 5.4500 2021-01-27 00:42:56,129 - mmaction - INFO - Epoch [4][3600/3757] lr: 1.000e-02, eta: 7 days, 15:25:02, time: 1.503, data_time: 0.005, memory: 7136, top1_acc: 0.4102, top5_acc: 0.6898, loss_cls: 2.5364, loss: 2.5364, grad_norm: 5.2946 2021-01-27 00:43:24,658 - mmaction - INFO - Epoch [4][3620/3757] lr: 1.000e-02, eta: 7 days, 15:21:09, time: 1.426, data_time: 0.008, memory: 7136, top1_acc: 0.4109, top5_acc: 0.6797, loss_cls: 2.5339, loss: 2.5339, grad_norm: 5.5044 2021-01-27 00:43:54,565 - mmaction - INFO - Epoch [4][3640/3757] lr: 1.000e-02, eta: 7 days, 15:17:53, time: 1.499, data_time: 0.009, memory: 7136, top1_acc: 0.4164, top5_acc: 0.6703, loss_cls: 2.5392, loss: 2.5392, grad_norm: 5.4211 2021-01-27 00:44:32,070 - mmaction - INFO - Epoch [4][3660/3757] lr: 1.000e-02, eta: 7 days, 15:17:38, time: 1.874, data_time: 0.027, memory: 7136, top1_acc: 0.4398, top5_acc: 0.6672, loss_cls: 2.5324, loss: 2.5324, grad_norm: 5.1016 2021-01-27 00:45:07,882 - mmaction - INFO - Epoch [4][3680/3757] lr: 1.000e-02, eta: 7 days, 15:16:40, time: 1.784, data_time: 0.009, memory: 7136, top1_acc: 0.4008, top5_acc: 0.6750, loss_cls: 2.5425, loss: 2.5425, grad_norm: 5.5162 2021-01-27 00:45:37,158 - mmaction - INFO - Epoch [4][3700/3757] lr: 1.000e-02, eta: 7 days, 15:13:12, time: 1.473, data_time: 0.022, memory: 7136, top1_acc: 0.4320, top5_acc: 0.6758, loss_cls: 2.5061, loss: 2.5061, grad_norm: 5.4952 2021-01-27 00:46:12,464 - mmaction - INFO - Epoch [4][3720/3757] lr: 1.000e-02, eta: 7 days, 15:11:59, time: 1.754, data_time: 0.007, memory: 7136, top1_acc: 0.4320, top5_acc: 0.6719, loss_cls: 2.5317, loss: 2.5317, grad_norm: 5.1080 2021-01-27 00:46:42,120 - mmaction - INFO - Epoch [4][3740/3757] lr: 1.000e-02, eta: 7 days, 15:08:28, time: 1.464, data_time: 0.015, memory: 7136, top1_acc: 0.4070, top5_acc: 0.6602, loss_cls: 2.6139, loss: 2.6139, grad_norm: 5.4522 2021-01-27 00:47:25,890 - mmaction - INFO - Saving checkpoint at 4 epochs 2021-01-27 02:39:26,443 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-27 02:39:30,449 - mmaction - INFO - top1_acc 0.5128 top5_acc 0.7758 2021-01-27 02:39:30,454 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-27 02:39:30,970 - mmaction - INFO - mean_acc 0.5126 2021-01-27 02:39:30,981 - mmaction - INFO - Now best checkpoint is epoch_4.pth 2021-01-27 02:39:31,042 - mmaction - INFO - Epoch(val) [4][3757] top1_acc: 0.5128, top5_acc: 0.7758, mean_class_accuracy: 0.5126 2021-01-27 02:42:23,199 - mmaction - INFO - Epoch [5][20/3757] lr: 1.000e-02, eta: 7 days, 15:49:00, time: 8.597, data_time: 6.389, memory: 7136, top1_acc: 0.4398, top5_acc: 0.7164, loss_cls: 2.4201, loss: 2.4201, grad_norm: 5.1939 2021-01-27 02:43:01,465 - mmaction - INFO - Epoch [5][40/3757] lr: 1.000e-02, eta: 7 days, 15:48:58, time: 1.906, data_time: 0.009, memory: 7136, top1_acc: 0.4406, top5_acc: 0.6891, loss_cls: 2.4903, loss: 2.4903, grad_norm: 5.2583 2021-01-27 02:43:36,300 - mmaction - INFO - Epoch [5][60/3757] lr: 1.000e-02, eta: 7 days, 15:47:40, time: 1.749, data_time: 0.017, memory: 7136, top1_acc: 0.4445, top5_acc: 0.6859, loss_cls: 2.4727, loss: 2.4727, grad_norm: 5.5108 2021-01-27 02:44:14,511 - mmaction - INFO - Epoch [5][80/3757] lr: 1.000e-02, eta: 7 days, 15:47:40, time: 1.912, data_time: 0.009, memory: 7136, top1_acc: 0.4219, top5_acc: 0.6836, loss_cls: 2.4850, loss: 2.4850, grad_norm: 5.5819 2021-01-27 02:44:50,359 - mmaction - INFO - Epoch [5][100/3757] lr: 1.000e-02, eta: 7 days, 15:46:37, time: 1.780, data_time: 0.004, memory: 7136, top1_acc: 0.4492, top5_acc: 0.7070, loss_cls: 2.4260, loss: 2.4260, grad_norm: 5.3434 2021-01-27 02:45:21,885 - mmaction - INFO - Epoch [5][120/3757] lr: 1.000e-02, eta: 7 days, 15:43:54, time: 1.569, data_time: 0.018, memory: 7136, top1_acc: 0.4281, top5_acc: 0.6742, loss_cls: 2.5428, loss: 2.5428, grad_norm: 5.5568 2021-01-27 02:45:50,717 - mmaction - INFO - Epoch [5][140/3757] lr: 1.000e-02, eta: 7 days, 15:40:14, time: 1.449, data_time: 0.025, memory: 7136, top1_acc: 0.4500, top5_acc: 0.6992, loss_cls: 2.4632, loss: 2.4632, grad_norm: 5.0498 2021-01-27 02:46:41,404 - mmaction - INFO - Epoch [5][160/3757] lr: 1.000e-02, eta: 7 days, 15:45:08, time: 2.531, data_time: 0.023, memory: 7136, top1_acc: 0.4617, top5_acc: 0.7156, loss_cls: 2.3568, loss: 2.3568, grad_norm: 5.1597 2021-01-27 02:47:19,585 - mmaction - INFO - Epoch [5][180/3757] lr: 1.000e-02, eta: 7 days, 15:45:01, time: 1.896, data_time: 0.022, memory: 7136, top1_acc: 0.4375, top5_acc: 0.6891, loss_cls: 2.4566, loss: 2.4566, grad_norm: 5.3846 2021-01-27 02:47:58,420 - mmaction - INFO - Epoch [5][200/3757] lr: 1.000e-02, eta: 7 days, 15:45:25, time: 1.964, data_time: 0.044, memory: 7136, top1_acc: 0.4125, top5_acc: 0.6766, loss_cls: 2.5862, loss: 2.5862, grad_norm: 5.2976 2021-01-27 02:48:29,333 - mmaction - INFO - Epoch [5][220/3757] lr: 1.000e-02, eta: 7 days, 15:42:35, time: 1.553, data_time: 0.009, memory: 7136, top1_acc: 0.4359, top5_acc: 0.6852, loss_cls: 2.5394, loss: 2.5394, grad_norm: 5.1544 2021-01-27 02:48:57,737 - mmaction - INFO - Epoch [5][240/3757] lr: 1.000e-02, eta: 7 days, 15:38:42, time: 1.418, data_time: 0.005, memory: 7136, top1_acc: 0.4344, top5_acc: 0.6930, loss_cls: 2.4994, loss: 2.4994, grad_norm: 5.1943 2021-01-27 02:49:25,952 - mmaction - INFO - Epoch [5][260/3757] lr: 1.000e-02, eta: 7 days, 15:34:43, time: 1.406, data_time: 0.006, memory: 7136, top1_acc: 0.4250, top5_acc: 0.6742, loss_cls: 2.5650, loss: 2.5650, grad_norm: 5.2813 2021-01-27 02:49:56,369 - mmaction - INFO - Epoch [5][280/3757] lr: 1.000e-02, eta: 7 days, 15:31:38, time: 1.519, data_time: 0.011, memory: 7136, top1_acc: 0.4531, top5_acc: 0.6789, loss_cls: 2.4933, loss: 2.4933, grad_norm: 5.3182 2021-01-27 02:50:33,883 - mmaction - INFO - Epoch [5][300/3757] lr: 1.000e-02, eta: 7 days, 15:31:24, time: 1.881, data_time: 0.012, memory: 7136, top1_acc: 0.4602, top5_acc: 0.6977, loss_cls: 2.4101, loss: 2.4101, grad_norm: 5.4252 2021-01-27 02:51:05,331 - mmaction - INFO - Epoch [5][320/3757] lr: 1.000e-02, eta: 7 days, 15:28:43, time: 1.568, data_time: 0.009, memory: 7136, top1_acc: 0.4258, top5_acc: 0.6805, loss_cls: 2.4926, loss: 2.4926, grad_norm: 5.3080 2021-01-27 02:51:34,773 - mmaction - INFO - Epoch [5][340/3757] lr: 1.000e-02, eta: 7 days, 15:25:20, time: 1.479, data_time: 0.021, memory: 7136, top1_acc: 0.4547, top5_acc: 0.6883, loss_cls: 2.4517, loss: 2.4517, grad_norm: 5.2123 2021-01-27 02:52:07,791 - mmaction - INFO - Epoch [5][360/3757] lr: 1.000e-02, eta: 7 days, 15:23:18, time: 1.651, data_time: 0.008, memory: 7136, top1_acc: 0.4383, top5_acc: 0.7039, loss_cls: 2.4982, loss: 2.4982, grad_norm: 5.3173 2021-01-27 02:52:45,255 - mmaction - INFO - Epoch [5][380/3757] lr: 1.000e-02, eta: 7 days, 15:22:49, time: 1.849, data_time: 0.008, memory: 7136, top1_acc: 0.4586, top5_acc: 0.6977, loss_cls: 2.3501, loss: 2.3501, grad_norm: 5.3909 2021-01-27 02:53:31,607 - mmaction - INFO - Epoch [5][400/3757] lr: 1.000e-02, eta: 7 days, 15:26:06, time: 2.331, data_time: 0.028, memory: 7136, top1_acc: 0.4352, top5_acc: 0.6773, loss_cls: 2.5016, loss: 2.5016, grad_norm: 5.1919 2021-01-27 02:54:18,029 - mmaction - INFO - Epoch [5][420/3757] lr: 1.000e-02, eta: 7 days, 15:29:21, time: 2.330, data_time: 0.018, memory: 7136, top1_acc: 0.4281, top5_acc: 0.6937, loss_cls: 2.4976, loss: 2.4976, grad_norm: 5.1994 2021-01-27 02:55:07,964 - mmaction - INFO - Epoch [5][440/3757] lr: 1.000e-02, eta: 7 days, 15:33:43, time: 2.475, data_time: 0.016, memory: 7136, top1_acc: 0.4672, top5_acc: 0.7164, loss_cls: 2.3792, loss: 2.3792, grad_norm: 5.3878 2021-01-27 02:55:58,226 - mmaction - INFO - Epoch [5][460/3757] lr: 1.000e-02, eta: 7 days, 15:38:34, time: 2.538, data_time: 0.029, memory: 7136, top1_acc: 0.4344, top5_acc: 0.6844, loss_cls: 2.5219, loss: 2.5219, grad_norm: 5.3215 2021-01-27 02:56:31,012 - mmaction - INFO - Epoch [5][480/3757] lr: 1.000e-02, eta: 7 days, 15:36:24, time: 1.636, data_time: 0.016, memory: 7136, top1_acc: 0.4313, top5_acc: 0.6828, loss_cls: 2.4702, loss: 2.4702, grad_norm: 5.4599 2021-01-27 02:57:16,819 - mmaction - INFO - Epoch [5][500/3757] lr: 1.000e-02, eta: 7 days, 15:39:20, time: 2.293, data_time: 0.004, memory: 7136, top1_acc: 0.4289, top5_acc: 0.6727, loss_cls: 2.4586, loss: 2.4586, grad_norm: 5.4324 2021-01-27 02:58:17,412 - mmaction - INFO - Epoch [5][520/3757] lr: 1.000e-02, eta: 7 days, 15:47:54, time: 3.024, data_time: 0.007, memory: 7136, top1_acc: 0.4305, top5_acc: 0.6914, loss_cls: 2.4819, loss: 2.4819, grad_norm: 5.5178 2021-01-27 02:59:31,272 - mmaction - INFO - Epoch [5][540/3757] lr: 1.000e-02, eta: 7 days, 16:01:38, time: 3.697, data_time: 0.008, memory: 7136, top1_acc: 0.4281, top5_acc: 0.6852, loss_cls: 2.5472, loss: 2.5472, grad_norm: 5.3905 2021-01-27 03:00:15,708 - mmaction - INFO - Epoch [5][560/3757] lr: 1.000e-02, eta: 7 days, 16:03:57, time: 2.220, data_time: 0.015, memory: 7136, top1_acc: 0.4148, top5_acc: 0.6695, loss_cls: 2.5491, loss: 2.5491, grad_norm: 5.2593 2021-01-27 03:00:52,155 - mmaction - INFO - Epoch [5][580/3757] lr: 1.000e-02, eta: 7 days, 16:03:07, time: 1.813, data_time: 0.013, memory: 7136, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.3742, loss: 2.3742, grad_norm: 5.4699 2021-01-27 03:01:29,983 - mmaction - INFO - Epoch [5][600/3757] lr: 1.000e-02, eta: 7 days, 16:02:58, time: 1.900, data_time: 0.042, memory: 7136, top1_acc: 0.4578, top5_acc: 0.7086, loss_cls: 2.3605, loss: 2.3605, grad_norm: 5.5182 2021-01-27 03:02:01,510 - mmaction - INFO - Epoch [5][620/3757] lr: 1.000e-02, eta: 7 days, 16:00:19, time: 1.574, data_time: 0.011, memory: 7136, top1_acc: 0.4453, top5_acc: 0.6945, loss_cls: 2.4502, loss: 2.4502, grad_norm: 5.2852 2021-01-27 03:02:31,883 - mmaction - INFO - Epoch [5][640/3757] lr: 1.000e-02, eta: 7 days, 15:57:15, time: 1.519, data_time: 0.009, memory: 7136, top1_acc: 0.4313, top5_acc: 0.6609, loss_cls: 2.5410, loss: 2.5410, grad_norm: 5.1898 2021-01-27 03:03:03,652 - mmaction - INFO - Epoch [5][660/3757] lr: 1.000e-02, eta: 7 days, 15:54:38, time: 1.577, data_time: 0.011, memory: 7136, top1_acc: 0.4273, top5_acc: 0.6945, loss_cls: 2.4913, loss: 2.4913, grad_norm: 5.4270 2021-01-27 03:03:48,836 - mmaction - INFO - Epoch [5][680/3757] lr: 1.000e-02, eta: 7 days, 15:57:19, time: 2.271, data_time: 0.024, memory: 7136, top1_acc: 0.4391, top5_acc: 0.7102, loss_cls: 2.3840, loss: 2.3840, grad_norm: 5.4367 2021-01-27 03:04:24,291 - mmaction - INFO - Epoch [5][700/3757] lr: 1.000e-02, eta: 7 days, 15:56:14, time: 1.777, data_time: 0.006, memory: 7136, top1_acc: 0.4477, top5_acc: 0.7047, loss_cls: 2.4050, loss: 2.4050, grad_norm: 5.4686 2021-01-27 03:04:58,433 - mmaction - INFO - Epoch [5][720/3757] lr: 1.000e-02, eta: 7 days, 15:54:34, time: 1.702, data_time: 0.013, memory: 7136, top1_acc: 0.4469, top5_acc: 0.6992, loss_cls: 2.5025, loss: 2.5025, grad_norm: 5.2452 2021-01-27 03:05:30,837 - mmaction - INFO - Epoch [5][740/3757] lr: 1.000e-02, eta: 7 days, 15:52:03, time: 1.587, data_time: 0.009, memory: 7136, top1_acc: 0.4352, top5_acc: 0.6906, loss_cls: 2.4471, loss: 2.4471, grad_norm: 5.4565 2021-01-27 03:06:02,396 - mmaction - INFO - Epoch [5][760/3757] lr: 1.000e-02, eta: 7 days, 15:49:38, time: 1.602, data_time: 0.042, memory: 7136, top1_acc: 0.4281, top5_acc: 0.6633, loss_cls: 2.5872, loss: 2.5872, grad_norm: 5.3434 2021-01-27 03:06:42,094 - mmaction - INFO - Epoch [5][780/3757] lr: 1.000e-02, eta: 7 days, 15:50:12, time: 1.994, data_time: 0.032, memory: 7136, top1_acc: 0.4555, top5_acc: 0.7086, loss_cls: 2.3925, loss: 2.3925, grad_norm: 5.2504 2021-01-27 03:07:25,904 - mmaction - INFO - Epoch [5][800/3757] lr: 1.000e-02, eta: 7 days, 15:52:13, time: 2.187, data_time: 0.012, memory: 7136, top1_acc: 0.4445, top5_acc: 0.6836, loss_cls: 2.4753, loss: 2.4753, grad_norm: 5.2667 2021-01-27 03:08:03,090 - mmaction - INFO - Epoch [5][820/3757] lr: 1.000e-02, eta: 7 days, 15:51:44, time: 1.855, data_time: 0.013, memory: 7136, top1_acc: 0.4570, top5_acc: 0.7109, loss_cls: 2.4120, loss: 2.4120, grad_norm: 5.2065 2021-01-27 03:09:00,545 - mmaction - INFO - Epoch [5][840/3757] lr: 1.000e-02, eta: 7 days, 15:58:51, time: 2.862, data_time: 0.013, memory: 7136, top1_acc: 0.4344, top5_acc: 0.6969, loss_cls: 2.4408, loss: 2.4408, grad_norm: 5.2510 2021-01-27 03:09:39,795 - mmaction - INFO - Epoch [5][860/3757] lr: 1.000e-02, eta: 7 days, 15:59:19, time: 1.984, data_time: 0.027, memory: 7136, top1_acc: 0.4547, top5_acc: 0.7102, loss_cls: 2.3361, loss: 2.3361, grad_norm: 5.3105 2021-01-27 03:10:09,390 - mmaction - INFO - Epoch [5][880/3757] lr: 1.000e-02, eta: 7 days, 15:55:56, time: 1.475, data_time: 0.003, memory: 7136, top1_acc: 0.4398, top5_acc: 0.6891, loss_cls: 2.4844, loss: 2.4844, grad_norm: 5.4222 2021-01-27 03:10:39,001 - mmaction - INFO - Epoch [5][900/3757] lr: 1.000e-02, eta: 7 days, 15:52:39, time: 1.484, data_time: 0.016, memory: 7136, top1_acc: 0.4414, top5_acc: 0.7047, loss_cls: 2.4408, loss: 2.4408, grad_norm: 5.3502 2021-01-27 03:11:21,724 - mmaction - INFO - Epoch [5][920/3757] lr: 1.000e-02, eta: 7 days, 15:54:12, time: 2.129, data_time: 0.012, memory: 7136, top1_acc: 0.4305, top5_acc: 0.6836, loss_cls: 2.5261, loss: 2.5261, grad_norm: 5.5066 2021-01-27 03:11:58,484 - mmaction - INFO - Epoch [5][940/3757] lr: 1.000e-02, eta: 7 days, 15:53:36, time: 1.842, data_time: 0.015, memory: 7136, top1_acc: 0.4336, top5_acc: 0.6828, loss_cls: 2.4747, loss: 2.4747, grad_norm: 5.4603 2021-01-27 03:12:41,030 - mmaction - INFO - Epoch [5][960/3757] lr: 1.000e-02, eta: 7 days, 15:55:09, time: 2.128, data_time: 0.008, memory: 7136, top1_acc: 0.4437, top5_acc: 0.7070, loss_cls: 2.3604, loss: 2.3604, grad_norm: 5.3104 2021-01-27 03:13:12,506 - mmaction - INFO - Epoch [5][980/3757] lr: 1.000e-02, eta: 7 days, 15:52:34, time: 1.577, data_time: 0.012, memory: 7136, top1_acc: 0.4570, top5_acc: 0.7000, loss_cls: 2.4573, loss: 2.4573, grad_norm: 5.3649 2021-01-27 03:13:53,809 - mmaction - INFO - Epoch [5][1000/3757] lr: 1.000e-02, eta: 7 days, 15:53:37, time: 2.064, data_time: 0.246, memory: 7136, top1_acc: 0.4469, top5_acc: 0.6961, loss_cls: 2.4358, loss: 2.4358, grad_norm: 5.5413 2021-01-27 03:14:32,725 - mmaction - INFO - Epoch [5][1020/3757] lr: 1.000e-02, eta: 7 days, 15:53:43, time: 1.935, data_time: 0.004, memory: 7136, top1_acc: 0.4398, top5_acc: 0.6844, loss_cls: 2.5035, loss: 2.5035, grad_norm: 5.3745 2021-01-27 03:15:15,183 - mmaction - INFO - Epoch [5][1040/3757] lr: 1.000e-02, eta: 7 days, 15:55:01, time: 2.099, data_time: 0.017, memory: 7136, top1_acc: 0.4102, top5_acc: 0.6602, loss_cls: 2.5931, loss: 2.5931, grad_norm: 5.3071 2021-01-27 03:15:54,014 - mmaction - INFO - Epoch [5][1060/3757] lr: 1.000e-02, eta: 7 days, 15:55:22, time: 1.971, data_time: 0.040, memory: 7136, top1_acc: 0.4273, top5_acc: 0.7164, loss_cls: 2.4304, loss: 2.4304, grad_norm: 5.3640 2021-01-27 03:16:35,328 - mmaction - INFO - Epoch [5][1080/3757] lr: 1.000e-02, eta: 7 days, 15:56:23, time: 2.060, data_time: 0.175, memory: 7136, top1_acc: 0.4461, top5_acc: 0.6992, loss_cls: 2.3953, loss: 2.3953, grad_norm: 5.2175 2021-01-27 03:17:18,017 - mmaction - INFO - Epoch [5][1100/3757] lr: 1.000e-02, eta: 7 days, 15:57:54, time: 2.129, data_time: 0.057, memory: 7136, top1_acc: 0.4430, top5_acc: 0.6891, loss_cls: 2.4750, loss: 2.4750, grad_norm: 5.3321 2021-01-27 03:17:54,384 - mmaction - INFO - Epoch [5][1120/3757] lr: 1.000e-02, eta: 7 days, 15:57:14, time: 1.835, data_time: 0.033, memory: 7136, top1_acc: 0.4148, top5_acc: 0.6711, loss_cls: 2.6102, loss: 2.6102, grad_norm: 5.3663 2021-01-27 03:18:28,619 - mmaction - INFO - Epoch [5][1140/3757] lr: 1.000e-02, eta: 7 days, 15:55:40, time: 1.711, data_time: 0.008, memory: 7136, top1_acc: 0.4445, top5_acc: 0.6781, loss_cls: 2.5032, loss: 2.5032, grad_norm: 5.0875 2021-01-27 03:19:15,769 - mmaction - INFO - Epoch [5][1160/3757] lr: 1.000e-02, eta: 7 days, 15:58:54, time: 2.361, data_time: 0.007, memory: 7136, top1_acc: 0.4609, top5_acc: 0.7211, loss_cls: 2.3422, loss: 2.3422, grad_norm: 5.2688 2021-01-27 03:19:55,765 - mmaction - INFO - Epoch [5][1180/3757] lr: 1.000e-02, eta: 7 days, 15:59:19, time: 1.983, data_time: 0.160, memory: 7136, top1_acc: 0.4461, top5_acc: 0.6789, loss_cls: 2.4722, loss: 2.4722, grad_norm: 5.1031 2021-01-27 03:20:42,817 - mmaction - INFO - Epoch [5][1200/3757] lr: 1.000e-02, eta: 7 days, 16:02:30, time: 2.356, data_time: 0.517, memory: 7136, top1_acc: 0.4641, top5_acc: 0.7023, loss_cls: 2.3466, loss: 2.3466, grad_norm: 5.2673 2021-01-27 03:21:35,509 - mmaction - INFO - Epoch [5][1220/3757] lr: 1.000e-02, eta: 7 days, 16:07:41, time: 2.629, data_time: 0.334, memory: 7136, top1_acc: 0.4445, top5_acc: 0.6977, loss_cls: 2.4405, loss: 2.4405, grad_norm: 5.3700 2021-01-27 03:22:08,178 - mmaction - INFO - Epoch [5][1240/3757] lr: 1.000e-02, eta: 7 days, 16:05:37, time: 1.647, data_time: 0.030, memory: 7136, top1_acc: 0.4352, top5_acc: 0.6937, loss_cls: 2.5228, loss: 2.5228, grad_norm: 5.3884 2021-01-27 03:22:53,226 - mmaction - INFO - Epoch [5][1260/3757] lr: 1.000e-02, eta: 7 days, 16:08:01, time: 2.253, data_time: 0.009, memory: 7136, top1_acc: 0.4453, top5_acc: 0.6969, loss_cls: 2.4112, loss: 2.4112, grad_norm: 5.3504 2021-01-27 03:23:28,469 - mmaction - INFO - Epoch [5][1280/3757] lr: 1.000e-02, eta: 7 days, 16:06:38, time: 1.741, data_time: 0.035, memory: 7136, top1_acc: 0.4570, top5_acc: 0.6961, loss_cls: 2.3779, loss: 2.3779, grad_norm: 5.3081 2021-01-27 03:24:18,056 - mmaction - INFO - Epoch [5][1300/3757] lr: 1.000e-02, eta: 7 days, 16:10:52, time: 2.505, data_time: 0.553, memory: 7136, top1_acc: 0.4320, top5_acc: 0.6906, loss_cls: 2.4772, loss: 2.4772, grad_norm: 5.3299 2021-01-27 03:25:08,132 - mmaction - INFO - Epoch [5][1320/3757] lr: 1.000e-02, eta: 7 days, 16:14:55, time: 2.483, data_time: 0.104, memory: 7136, top1_acc: 0.4398, top5_acc: 0.6984, loss_cls: 2.3915, loss: 2.3915, grad_norm: 5.4445 2021-01-27 03:25:44,551 - mmaction - INFO - Epoch [5][1340/3757] lr: 1.000e-02, eta: 7 days, 16:14:12, time: 1.831, data_time: 0.028, memory: 7136, top1_acc: 0.4367, top5_acc: 0.6937, loss_cls: 2.4043, loss: 2.4043, grad_norm: 5.2017 2021-01-27 03:26:32,434 - mmaction - INFO - Epoch [5][1360/3757] lr: 1.000e-02, eta: 7 days, 16:17:17, time: 2.352, data_time: 0.015, memory: 7136, top1_acc: 0.4586, top5_acc: 0.7070, loss_cls: 2.3778, loss: 2.3778, grad_norm: 5.1317 2021-01-27 03:27:08,714 - mmaction - INFO - Epoch [5][1380/3757] lr: 1.000e-02, eta: 7 days, 16:16:48, time: 1.863, data_time: 0.057, memory: 7136, top1_acc: 0.4367, top5_acc: 0.6937, loss_cls: 2.4517, loss: 2.4517, grad_norm: 5.4203 2021-01-27 03:27:48,908 - mmaction - INFO - Epoch [5][1400/3757] lr: 1.000e-02, eta: 7 days, 16:17:13, time: 1.989, data_time: 0.042, memory: 7136, top1_acc: 0.4437, top5_acc: 0.6773, loss_cls: 2.4839, loss: 2.4839, grad_norm: 5.2786 2021-01-27 03:28:31,163 - mmaction - INFO - Epoch [5][1420/3757] lr: 1.000e-02, eta: 7 days, 16:18:32, time: 2.111, data_time: 0.025, memory: 7136, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.4058, loss: 2.4058, grad_norm: 5.3868 2021-01-27 03:29:07,928 - mmaction - INFO - Epoch [5][1440/3757] lr: 1.000e-02, eta: 7 days, 16:17:52, time: 1.839, data_time: 0.037, memory: 7136, top1_acc: 0.4250, top5_acc: 0.6594, loss_cls: 2.6111, loss: 2.6111, grad_norm: 5.4258 2021-01-27 03:29:54,594 - mmaction - INFO - Epoch [5][1460/3757] lr: 1.000e-02, eta: 7 days, 16:20:49, time: 2.340, data_time: 0.026, memory: 7136, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.3986, loss: 2.3986, grad_norm: 5.4168 2021-01-27 03:30:47,038 - mmaction - INFO - Epoch [5][1480/3757] lr: 1.000e-02, eta: 7 days, 16:25:55, time: 2.635, data_time: 0.024, memory: 7136, top1_acc: 0.4531, top5_acc: 0.6844, loss_cls: 2.4749, loss: 2.4749, grad_norm: 5.4120 2021-01-27 03:31:28,322 - mmaction - INFO - Epoch [5][1500/3757] lr: 1.000e-02, eta: 7 days, 16:26:47, time: 2.054, data_time: 0.204, memory: 7136, top1_acc: 0.4586, top5_acc: 0.7047, loss_cls: 2.3665, loss: 2.3665, grad_norm: 5.2123 2021-01-27 03:32:03,545 - mmaction - INFO - Epoch [5][1520/3757] lr: 1.000e-02, eta: 7 days, 16:25:39, time: 1.776, data_time: 0.025, memory: 7136, top1_acc: 0.4047, top5_acc: 0.6719, loss_cls: 2.5290, loss: 2.5290, grad_norm: 5.4573 2021-01-27 03:32:38,249 - mmaction - INFO - Epoch [5][1540/3757] lr: 1.000e-02, eta: 7 days, 16:24:11, time: 1.731, data_time: 0.086, memory: 7136, top1_acc: 0.4328, top5_acc: 0.6984, loss_cls: 2.4950, loss: 2.4950, grad_norm: 5.3435 2021-01-27 03:33:25,073 - mmaction - INFO - Epoch [5][1560/3757] lr: 1.000e-02, eta: 7 days, 16:27:09, time: 2.346, data_time: 0.008, memory: 7136, top1_acc: 0.4359, top5_acc: 0.6813, loss_cls: 2.4932, loss: 2.4932, grad_norm: 5.3423 2021-01-27 03:34:08,618 - mmaction - INFO - Epoch [5][1580/3757] lr: 1.000e-02, eta: 7 days, 16:28:53, time: 2.175, data_time: 0.176, memory: 7136, top1_acc: 0.4570, top5_acc: 0.7211, loss_cls: 2.3318, loss: 2.3318, grad_norm: 5.3623 2021-01-27 03:34:49,492 - mmaction - INFO - Epoch [5][1600/3757] lr: 1.000e-02, eta: 7 days, 16:29:41, time: 2.045, data_time: 0.006, memory: 7136, top1_acc: 0.4344, top5_acc: 0.7078, loss_cls: 2.4496, loss: 2.4496, grad_norm: 5.4417 2021-01-27 03:35:31,982 - mmaction - INFO - Epoch [5][1620/3757] lr: 1.000e-02, eta: 7 days, 16:30:48, time: 2.091, data_time: 0.011, memory: 7136, top1_acc: 0.4406, top5_acc: 0.6844, loss_cls: 2.4752, loss: 2.4752, grad_norm: 5.2442 2021-01-27 03:36:23,869 - mmaction - INFO - Epoch [5][1640/3757] lr: 1.000e-02, eta: 7 days, 16:35:29, time: 2.588, data_time: 0.042, memory: 7136, top1_acc: 0.4492, top5_acc: 0.6922, loss_cls: 2.4372, loss: 2.4372, grad_norm: 5.4010 2021-01-27 03:37:01,315 - mmaction - INFO - Epoch [5][1660/3757] lr: 1.000e-02, eta: 7 days, 16:35:15, time: 1.905, data_time: 0.041, memory: 7136, top1_acc: 0.4453, top5_acc: 0.7016, loss_cls: 2.4006, loss: 2.4006, grad_norm: 5.3410 2021-01-27 03:37:43,293 - mmaction - INFO - Epoch [5][1680/3757] lr: 1.000e-02, eta: 7 days, 16:36:12, time: 2.070, data_time: 0.233, memory: 7136, top1_acc: 0.4289, top5_acc: 0.6859, loss_cls: 2.5238, loss: 2.5238, grad_norm: 5.3016 2021-01-27 03:38:28,228 - mmaction - INFO - Epoch [5][1700/3757] lr: 1.000e-02, eta: 7 days, 16:38:39, time: 2.279, data_time: 0.035, memory: 7136, top1_acc: 0.4062, top5_acc: 0.6727, loss_cls: 2.5201, loss: 2.5201, grad_norm: 5.2097 2021-01-27 03:39:05,249 - mmaction - INFO - Epoch [5][1720/3757] lr: 1.000e-02, eta: 7 days, 16:37:39, time: 1.799, data_time: 0.146, memory: 7136, top1_acc: 0.4250, top5_acc: 0.6961, loss_cls: 2.5002, loss: 2.5002, grad_norm: 5.2298 2021-01-27 03:39:52,484 - mmaction - INFO - Epoch [5][1740/3757] lr: 1.000e-02, eta: 7 days, 16:40:49, time: 2.382, data_time: 0.071, memory: 7136, top1_acc: 0.4320, top5_acc: 0.6883, loss_cls: 2.4970, loss: 2.4970, grad_norm: 5.3687 2021-01-27 03:40:48,375 - mmaction - INFO - Epoch [5][1760/3757] lr: 1.000e-02, eta: 7 days, 16:46:48, time: 2.779, data_time: 0.271, memory: 7136, top1_acc: 0.4172, top5_acc: 0.6703, loss_cls: 2.5301, loss: 2.5301, grad_norm: 5.2402 2021-01-27 03:41:32,624 - mmaction - INFO - Epoch [5][1780/3757] lr: 1.000e-02, eta: 7 days, 16:49:03, time: 2.255, data_time: 0.049, memory: 7136, top1_acc: 0.4320, top5_acc: 0.6766, loss_cls: 2.4920, loss: 2.4920, grad_norm: 5.0751 2021-01-27 03:42:17,841 - mmaction - INFO - Epoch [5][1800/3757] lr: 1.000e-02, eta: 7 days, 16:51:12, time: 2.244, data_time: 0.016, memory: 7136, top1_acc: 0.4281, top5_acc: 0.6859, loss_cls: 2.5365, loss: 2.5365, grad_norm: 5.2861 2021-01-27 03:42:55,341 - mmaction - INFO - Epoch [5][1820/3757] lr: 1.000e-02, eta: 7 days, 16:50:53, time: 1.896, data_time: 0.045, memory: 7136, top1_acc: 0.4445, top5_acc: 0.6977, loss_cls: 2.4526, loss: 2.4526, grad_norm: 5.2129 2021-01-27 03:43:34,248 - mmaction - INFO - Epoch [5][1840/3757] lr: 1.000e-02, eta: 7 days, 16:50:39, time: 1.910, data_time: 0.003, memory: 7136, top1_acc: 0.4406, top5_acc: 0.7039, loss_cls: 2.3870, loss: 2.3870, grad_norm: 5.4372 2021-01-27 03:44:09,300 - mmaction - INFO - Epoch [5][1860/3757] lr: 1.000e-02, eta: 7 days, 16:49:31, time: 1.780, data_time: 0.162, memory: 7136, top1_acc: 0.4102, top5_acc: 0.6805, loss_cls: 2.5498, loss: 2.5498, grad_norm: 5.1987 2021-01-27 03:44:49,910 - mmaction - INFO - Epoch [5][1880/3757] lr: 1.000e-02, eta: 7 days, 16:49:59, time: 2.009, data_time: 0.034, memory: 7136, top1_acc: 0.4211, top5_acc: 0.6734, loss_cls: 2.4927, loss: 2.4927, grad_norm: 5.2429 2021-01-27 03:45:30,403 - mmaction - INFO - Epoch [5][1900/3757] lr: 1.000e-02, eta: 7 days, 16:50:41, time: 2.041, data_time: 0.048, memory: 7136, top1_acc: 0.4406, top5_acc: 0.6992, loss_cls: 2.3944, loss: 2.3944, grad_norm: 5.3542 2021-01-27 03:46:13,584 - mmaction - INFO - Epoch [5][1920/3757] lr: 1.000e-02, eta: 7 days, 16:52:15, time: 2.165, data_time: 0.017, memory: 7136, top1_acc: 0.4391, top5_acc: 0.7078, loss_cls: 2.4373, loss: 2.4373, grad_norm: 5.2892 2021-01-27 03:46:52,079 - mmaction - INFO - Epoch [5][1940/3757] lr: 1.000e-02, eta: 7 days, 16:52:04, time: 1.915, data_time: 0.088, memory: 7136, top1_acc: 0.4492, top5_acc: 0.6922, loss_cls: 2.4520, loss: 2.4520, grad_norm: 5.2459 2021-01-27 03:47:58,933 - mmaction - INFO - Epoch [5][1960/3757] lr: 1.000e-02, eta: 7 days, 17:01:53, time: 3.339, data_time: 0.137, memory: 7136, top1_acc: 0.4398, top5_acc: 0.6977, loss_cls: 2.4494, loss: 2.4494, grad_norm: 5.2591 2021-01-27 03:48:49,662 - mmaction - INFO - Epoch [5][1980/3757] lr: 1.000e-02, eta: 7 days, 17:06:09, time: 2.553, data_time: 0.026, memory: 7136, top1_acc: 0.4695, top5_acc: 0.7063, loss_cls: 2.3839, loss: 2.3839, grad_norm: 5.1639 2021-01-27 03:50:12,666 - mmaction - INFO - Epoch [5][2000/3757] lr: 1.000e-02, eta: 7 days, 17:21:35, time: 4.144, data_time: 2.006, memory: 7136, top1_acc: 0.4398, top5_acc: 0.7039, loss_cls: 2.4641, loss: 2.4641, grad_norm: 5.3535 2021-01-27 03:50:46,479 - mmaction - INFO - Epoch [5][2020/3757] lr: 1.000e-02, eta: 7 days, 17:19:48, time: 1.695, data_time: 0.066, memory: 7136, top1_acc: 0.4148, top5_acc: 0.6734, loss_cls: 2.5252, loss: 2.5252, grad_norm: 5.3032 2021-01-27 03:51:23,146 - mmaction - INFO - Epoch [5][2040/3757] lr: 1.000e-02, eta: 7 days, 17:18:57, time: 1.826, data_time: 0.010, memory: 7136, top1_acc: 0.4461, top5_acc: 0.6992, loss_cls: 2.4582, loss: 2.4582, grad_norm: 5.3443 2021-01-27 03:52:06,293 - mmaction - INFO - Epoch [5][2060/3757] lr: 1.000e-02, eta: 7 days, 17:20:27, time: 2.163, data_time: 0.018, memory: 7136, top1_acc: 0.4133, top5_acc: 0.6750, loss_cls: 2.5269, loss: 2.5269, grad_norm: 5.1566 2021-01-27 03:52:50,253 - mmaction - INFO - Epoch [5][2080/3757] lr: 1.000e-02, eta: 7 days, 17:22:14, time: 2.204, data_time: 0.010, memory: 7136, top1_acc: 0.4500, top5_acc: 0.6891, loss_cls: 2.4637, loss: 2.4637, grad_norm: 5.1887 2021-01-27 03:53:23,849 - mmaction - INFO - Epoch [5][2100/3757] lr: 1.000e-02, eta: 7 days, 17:20:13, time: 1.663, data_time: 0.019, memory: 7136, top1_acc: 0.4437, top5_acc: 0.6891, loss_cls: 2.4602, loss: 2.4602, grad_norm: 5.4980 2021-01-27 03:54:02,432 - mmaction - INFO - Epoch [5][2120/3757] lr: 1.000e-02, eta: 7 days, 17:20:13, time: 1.948, data_time: 0.028, memory: 7136, top1_acc: 0.4484, top5_acc: 0.6891, loss_cls: 2.3876, loss: 2.3876, grad_norm: 5.2932 2021-01-27 03:54:35,855 - mmaction - INFO - Epoch [5][2140/3757] lr: 1.000e-02, eta: 7 days, 17:18:16, time: 1.672, data_time: 0.004, memory: 7136, top1_acc: 0.4273, top5_acc: 0.6836, loss_cls: 2.4815, loss: 2.4815, grad_norm: 5.4315 2021-01-27 03:55:18,782 - mmaction - INFO - Epoch [5][2160/3757] lr: 1.000e-02, eta: 7 days, 17:19:37, time: 2.142, data_time: 0.010, memory: 7136, top1_acc: 0.4258, top5_acc: 0.6820, loss_cls: 2.5458, loss: 2.5458, grad_norm: 5.2577 2021-01-27 03:55:55,907 - mmaction - INFO - Epoch [5][2180/3757] lr: 1.000e-02, eta: 7 days, 17:18:51, time: 1.841, data_time: 0.008, memory: 7136, top1_acc: 0.4352, top5_acc: 0.6906, loss_cls: 2.4436, loss: 2.4436, grad_norm: 5.2002 2021-01-27 03:56:38,462 - mmaction - INFO - Epoch [5][2200/3757] lr: 1.000e-02, eta: 7 days, 17:20:07, time: 2.132, data_time: 0.021, memory: 7136, top1_acc: 0.3969, top5_acc: 0.6664, loss_cls: 2.6135, loss: 2.6135, grad_norm: 5.2261 2021-01-27 03:57:19,613 - mmaction - INFO - Epoch [5][2220/3757] lr: 1.000e-02, eta: 7 days, 17:20:42, time: 2.036, data_time: 0.023, memory: 7136, top1_acc: 0.4500, top5_acc: 0.6992, loss_cls: 2.4886, loss: 2.4886, grad_norm: 5.1469 2021-01-27 03:57:57,281 - mmaction - INFO - Epoch [5][2240/3757] lr: 1.000e-02, eta: 7 days, 17:20:27, time: 1.916, data_time: 0.049, memory: 7136, top1_acc: 0.4242, top5_acc: 0.6961, loss_cls: 2.4657, loss: 2.4657, grad_norm: 5.2742 2021-01-27 03:58:37,004 - mmaction - INFO - Epoch [5][2260/3757] lr: 1.000e-02, eta: 7 days, 17:20:36, time: 1.974, data_time: 0.021, memory: 7136, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.3534, loss: 2.3534, grad_norm: 5.3486 2021-01-27 03:59:19,332 - mmaction - INFO - Epoch [5][2280/3757] lr: 1.000e-02, eta: 7 days, 17:21:51, time: 2.131, data_time: 0.027, memory: 7136, top1_acc: 0.4328, top5_acc: 0.6844, loss_cls: 2.4481, loss: 2.4481, grad_norm: 5.3889 2021-01-27 03:59:56,451 - mmaction - INFO - Epoch [5][2300/3757] lr: 1.000e-02, eta: 7 days, 17:21:11, time: 1.857, data_time: 0.005, memory: 7136, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.4488, loss: 2.4488, grad_norm: 5.1603 2021-01-27 04:00:49,950 - mmaction - INFO - Epoch [5][2320/3757] lr: 1.000e-02, eta: 7 days, 17:26:08, time: 2.669, data_time: 0.105, memory: 7136, top1_acc: 0.4492, top5_acc: 0.7102, loss_cls: 2.4205, loss: 2.4205, grad_norm: 5.4106 2021-01-27 04:01:33,052 - mmaction - INFO - Epoch [5][2340/3757] lr: 1.000e-02, eta: 7 days, 17:27:34, time: 2.163, data_time: 0.010, memory: 7136, top1_acc: 0.4328, top5_acc: 0.6703, loss_cls: 2.5125, loss: 2.5125, grad_norm: 5.3302 2021-01-27 04:02:27,067 - mmaction - INFO - Epoch [5][2360/3757] lr: 1.000e-02, eta: 7 days, 17:32:29, time: 2.668, data_time: 0.066, memory: 7136, top1_acc: 0.4492, top5_acc: 0.6883, loss_cls: 2.4611, loss: 2.4611, grad_norm: 5.1605 2021-01-27 04:03:03,625 - mmaction - INFO - Epoch [5][2380/3757] lr: 1.000e-02, eta: 7 days, 17:31:42, time: 1.841, data_time: 0.035, memory: 7136, top1_acc: 0.4508, top5_acc: 0.6961, loss_cls: 2.4366, loss: 2.4366, grad_norm: 5.3250 2021-01-27 04:03:41,865 - mmaction - INFO - Epoch [5][2400/3757] lr: 1.000e-02, eta: 7 days, 17:31:20, time: 1.903, data_time: 0.021, memory: 7136, top1_acc: 0.4586, top5_acc: 0.7000, loss_cls: 2.3411, loss: 2.3411, grad_norm: 5.4124 2021-01-27 04:04:28,446 - mmaction - INFO - Epoch [5][2420/3757] lr: 1.000e-02, eta: 7 days, 17:33:51, time: 2.322, data_time: 0.082, memory: 7136, top1_acc: 0.4562, top5_acc: 0.7070, loss_cls: 2.4070, loss: 2.4070, grad_norm: 5.5653 2021-01-27 04:05:03,605 - mmaction - INFO - Epoch [5][2440/3757] lr: 1.000e-02, eta: 7 days, 17:32:44, time: 1.792, data_time: 0.043, memory: 7136, top1_acc: 0.4453, top5_acc: 0.6984, loss_cls: 2.4264, loss: 2.4264, grad_norm: 5.1943 2021-01-27 04:05:43,231 - mmaction - INFO - Epoch [5][2460/3757] lr: 1.000e-02, eta: 7 days, 17:32:53, time: 1.979, data_time: 0.003, memory: 7136, top1_acc: 0.4320, top5_acc: 0.6805, loss_cls: 2.5127, loss: 2.5127, grad_norm: 5.2650 2021-01-27 04:06:27,120 - mmaction - INFO - Epoch [5][2480/3757] lr: 1.000e-02, eta: 7 days, 17:34:32, time: 2.197, data_time: 0.011, memory: 7136, top1_acc: 0.4508, top5_acc: 0.6922, loss_cls: 2.4238, loss: 2.4238, grad_norm: 5.1773 2021-01-27 04:07:10,418 - mmaction - INFO - Epoch [5][2500/3757] lr: 1.000e-02, eta: 7 days, 17:35:54, time: 2.157, data_time: 0.004, memory: 7136, top1_acc: 0.4414, top5_acc: 0.6867, loss_cls: 2.4418, loss: 2.4418, grad_norm: 5.1804 2021-01-27 04:07:51,778 - mmaction - INFO - Epoch [5][2520/3757] lr: 1.000e-02, eta: 7 days, 17:36:41, time: 2.073, data_time: 0.016, memory: 7136, top1_acc: 0.4383, top5_acc: 0.7109, loss_cls: 2.3945, loss: 2.3945, grad_norm: 5.1885 2021-01-27 04:08:29,608 - mmaction - INFO - Epoch [5][2540/3757] lr: 1.000e-02, eta: 7 days, 17:36:10, time: 1.881, data_time: 0.302, memory: 7136, top1_acc: 0.4398, top5_acc: 0.6797, loss_cls: 2.5074, loss: 2.5074, grad_norm: 5.1795 2021-01-27 04:09:19,756 - mmaction - INFO - Epoch [5][2560/3757] lr: 1.000e-02, eta: 7 days, 17:39:54, time: 2.507, data_time: 0.026, memory: 7136, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.4393, loss: 2.4393, grad_norm: 5.3947 2021-01-27 04:10:00,504 - mmaction - INFO - Epoch [5][2580/3757] lr: 1.000e-02, eta: 7 days, 17:40:14, time: 2.008, data_time: 0.017, memory: 7136, top1_acc: 0.4305, top5_acc: 0.6937, loss_cls: 2.4949, loss: 2.4949, grad_norm: 5.3364 2021-01-27 04:10:33,866 - mmaction - INFO - Epoch [5][2600/3757] lr: 1.000e-02, eta: 7 days, 17:38:34, time: 1.712, data_time: 0.048, memory: 7136, top1_acc: 0.4461, top5_acc: 0.7188, loss_cls: 2.3595, loss: 2.3595, grad_norm: 5.2055 2021-01-27 04:11:08,210 - mmaction - INFO - Epoch [5][2620/3757] lr: 1.000e-02, eta: 7 days, 17:36:54, time: 1.712, data_time: 0.004, memory: 7136, top1_acc: 0.4547, top5_acc: 0.7008, loss_cls: 2.3561, loss: 2.3561, grad_norm: 5.0020 2021-01-27 04:11:52,785 - mmaction - INFO - Epoch [5][2640/3757] lr: 1.000e-02, eta: 7 days, 17:38:33, time: 2.203, data_time: 0.008, memory: 7136, top1_acc: 0.4437, top5_acc: 0.7086, loss_cls: 2.4336, loss: 2.4336, grad_norm: 5.2616 2021-01-27 04:12:43,103 - mmaction - INFO - Epoch [5][2660/3757] lr: 1.000e-02, eta: 7 days, 17:42:28, time: 2.540, data_time: 0.035, memory: 7136, top1_acc: 0.4328, top5_acc: 0.7063, loss_cls: 2.4570, loss: 2.4570, grad_norm: 5.2797 2021-01-27 04:13:20,449 - mmaction - INFO - Epoch [5][2680/3757] lr: 1.000e-02, eta: 7 days, 17:41:54, time: 1.875, data_time: 0.012, memory: 7136, top1_acc: 0.4492, top5_acc: 0.6961, loss_cls: 2.3917, loss: 2.3917, grad_norm: 5.2426 2021-01-27 04:13:55,816 - mmaction - INFO - Epoch [5][2700/3757] lr: 1.000e-02, eta: 7 days, 17:40:31, time: 1.753, data_time: 0.002, memory: 7136, top1_acc: 0.4500, top5_acc: 0.7031, loss_cls: 2.4789, loss: 2.4789, grad_norm: 5.1926 2021-01-27 04:14:38,351 - mmaction - INFO - Epoch [5][2720/3757] lr: 1.000e-02, eta: 7 days, 17:41:39, time: 2.130, data_time: 0.024, memory: 7136, top1_acc: 0.4531, top5_acc: 0.7078, loss_cls: 2.3776, loss: 2.3776, grad_norm: 5.2130 2021-01-27 04:15:14,320 - mmaction - INFO - Epoch [5][2740/3757] lr: 1.000e-02, eta: 7 days, 17:40:23, time: 1.771, data_time: 0.015, memory: 7136, top1_acc: 0.4586, top5_acc: 0.7063, loss_cls: 2.3937, loss: 2.3937, grad_norm: 5.3257 2021-01-27 04:15:49,067 - mmaction - INFO - Epoch [5][2760/3757] lr: 1.000e-02, eta: 7 days, 17:39:07, time: 1.771, data_time: 0.041, memory: 7136, top1_acc: 0.4211, top5_acc: 0.7000, loss_cls: 2.4641, loss: 2.4641, grad_norm: 5.3859 2021-01-27 04:16:19,040 - mmaction - INFO - Epoch [5][2780/3757] lr: 1.000e-02, eta: 7 days, 17:36:02, time: 1.501, data_time: 0.011, memory: 7136, top1_acc: 0.4266, top5_acc: 0.6758, loss_cls: 2.5252, loss: 2.5252, grad_norm: 5.1772 2021-01-27 04:17:13,425 - mmaction - INFO - Epoch [5][2800/3757] lr: 1.000e-02, eta: 7 days, 17:40:55, time: 2.689, data_time: 0.009, memory: 7136, top1_acc: 0.4437, top5_acc: 0.6914, loss_cls: 2.4249, loss: 2.4249, grad_norm: 5.1214 2021-01-27 04:18:00,817 - mmaction - INFO - Epoch [5][2820/3757] lr: 1.000e-02, eta: 7 days, 17:43:52, time: 2.402, data_time: 0.039, memory: 7136, top1_acc: 0.4508, top5_acc: 0.7055, loss_cls: 2.4014, loss: 2.4014, grad_norm: 5.3096 2021-01-27 04:18:40,230 - mmaction - INFO - Epoch [5][2840/3757] lr: 1.000e-02, eta: 7 days, 17:43:48, time: 1.952, data_time: 0.008, memory: 7136, top1_acc: 0.4359, top5_acc: 0.6813, loss_cls: 2.4656, loss: 2.4656, grad_norm: 5.3388 2021-01-27 04:19:17,841 - mmaction - INFO - Epoch [5][2860/3757] lr: 1.000e-02, eta: 7 days, 17:43:06, time: 1.858, data_time: 0.179, memory: 7136, top1_acc: 0.4359, top5_acc: 0.6750, loss_cls: 2.4936, loss: 2.4936, grad_norm: 5.1531 2021-01-27 04:20:02,709 - mmaction - INFO - Epoch [5][2880/3757] lr: 1.000e-02, eta: 7 days, 17:45:10, time: 2.272, data_time: 0.279, memory: 7136, top1_acc: 0.4359, top5_acc: 0.6703, loss_cls: 2.4772, loss: 2.4772, grad_norm: 5.2392 2021-01-27 04:20:42,644 - mmaction - INFO - Epoch [5][2900/3757] lr: 1.000e-02, eta: 7 days, 17:45:25, time: 2.001, data_time: 0.017, memory: 7136, top1_acc: 0.4523, top5_acc: 0.6977, loss_cls: 2.4612, loss: 2.4612, grad_norm: 5.1377 2021-01-27 04:21:29,541 - mmaction - INFO - Epoch [5][2920/3757] lr: 1.000e-02, eta: 7 days, 17:47:59, time: 2.347, data_time: 0.011, memory: 7136, top1_acc: 0.4508, top5_acc: 0.6914, loss_cls: 2.4555, loss: 2.4555, grad_norm: 5.1875 2021-01-27 04:22:16,207 - mmaction - INFO - Epoch [5][2940/3757] lr: 1.000e-02, eta: 7 days, 17:50:29, time: 2.340, data_time: 0.009, memory: 7136, top1_acc: 0.4516, top5_acc: 0.7086, loss_cls: 2.3366, loss: 2.3366, grad_norm: 5.1198 2021-01-27 04:22:52,876 - mmaction - INFO - Epoch [5][2960/3757] lr: 1.000e-02, eta: 7 days, 17:49:26, time: 1.807, data_time: 0.015, memory: 7136, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.5206, loss: 2.5206, grad_norm: 5.4197 2021-01-27 04:23:34,289 - mmaction - INFO - Epoch [5][2980/3757] lr: 1.000e-02, eta: 7 days, 17:50:12, time: 2.079, data_time: 0.041, memory: 7136, top1_acc: 0.4094, top5_acc: 0.6516, loss_cls: 2.6065, loss: 2.6065, grad_norm: 5.4406 2021-01-27 04:24:19,303 - mmaction - INFO - Epoch [5][3000/3757] lr: 1.000e-02, eta: 7 days, 17:52:12, time: 2.268, data_time: 0.025, memory: 7136, top1_acc: 0.4398, top5_acc: 0.6953, loss_cls: 2.4526, loss: 2.4526, grad_norm: 5.1995 2021-01-27 04:25:02,347 - mmaction - INFO - Epoch [5][3020/3757] lr: 1.000e-02, eta: 7 days, 17:53:25, time: 2.149, data_time: 0.004, memory: 7136, top1_acc: 0.4477, top5_acc: 0.6984, loss_cls: 2.4053, loss: 2.4053, grad_norm: 5.2877 2021-01-27 04:25:45,359 - mmaction - INFO - Epoch [5][3040/3757] lr: 1.000e-02, eta: 7 days, 17:54:35, time: 2.143, data_time: 0.009, memory: 7136, top1_acc: 0.4461, top5_acc: 0.7000, loss_cls: 2.4090, loss: 2.4090, grad_norm: 5.1682 2021-01-27 04:26:20,689 - mmaction - INFO - Epoch [5][3060/3757] lr: 1.000e-02, eta: 7 days, 17:53:16, time: 1.764, data_time: 0.014, memory: 7136, top1_acc: 0.4437, top5_acc: 0.6891, loss_cls: 2.5064, loss: 2.5064, grad_norm: 5.1871 2021-01-27 04:27:01,434 - mmaction - INFO - Epoch [5][3080/3757] lr: 1.000e-02, eta: 7 days, 17:53:41, time: 2.030, data_time: 0.014, memory: 7136, top1_acc: 0.4531, top5_acc: 0.7086, loss_cls: 2.4174, loss: 2.4174, grad_norm: 5.2086 2021-01-27 04:27:37,424 - mmaction - INFO - Epoch [5][3100/3757] lr: 1.000e-02, eta: 7 days, 17:52:41, time: 1.813, data_time: 0.021, memory: 7136, top1_acc: 0.4492, top5_acc: 0.6883, loss_cls: 2.4335, loss: 2.4335, grad_norm: 5.5625 2021-01-27 04:28:17,367 - mmaction - INFO - Epoch [5][3120/3757] lr: 1.000e-02, eta: 7 days, 17:52:54, time: 2.000, data_time: 0.009, memory: 7136, top1_acc: 0.4625, top5_acc: 0.7242, loss_cls: 2.3117, loss: 2.3117, grad_norm: 5.1646 2021-01-27 04:29:03,110 - mmaction - INFO - Epoch [5][3140/3757] lr: 1.000e-02, eta: 7 days, 17:54:59, time: 2.284, data_time: 0.007, memory: 7136, top1_acc: 0.4422, top5_acc: 0.6727, loss_cls: 2.4620, loss: 2.4620, grad_norm: 5.5212 2021-01-27 04:29:48,702 - mmaction - INFO - Epoch [5][3160/3757] lr: 1.000e-02, eta: 7 days, 17:56:58, time: 2.270, data_time: 0.008, memory: 7136, top1_acc: 0.4320, top5_acc: 0.6836, loss_cls: 2.5103, loss: 2.5103, grad_norm: 5.1722 2021-01-27 04:30:30,872 - mmaction - INFO - Epoch [5][3180/3757] lr: 1.000e-02, eta: 7 days, 17:57:57, time: 2.120, data_time: 0.018, memory: 7136, top1_acc: 0.4531, top5_acc: 0.6820, loss_cls: 2.4625, loss: 2.4625, grad_norm: 5.1778 2021-01-27 04:31:18,753 - mmaction - INFO - Epoch [5][3200/3757] lr: 1.000e-02, eta: 7 days, 18:00:43, time: 2.391, data_time: 0.010, memory: 7136, top1_acc: 0.4594, top5_acc: 0.6867, loss_cls: 2.4045, loss: 2.4045, grad_norm: 5.1322 2021-01-27 04:32:01,605 - mmaction - INFO - Epoch [5][3220/3757] lr: 1.000e-02, eta: 7 days, 18:01:46, time: 2.130, data_time: 0.020, memory: 7136, top1_acc: 0.4047, top5_acc: 0.6820, loss_cls: 2.5726, loss: 2.5726, grad_norm: 5.4445 2021-01-27 04:32:39,067 - mmaction - INFO - Epoch [5][3240/3757] lr: 1.000e-02, eta: 7 days, 18:01:02, time: 1.856, data_time: 0.022, memory: 7136, top1_acc: 0.4398, top5_acc: 0.7031, loss_cls: 2.4107, loss: 2.4107, grad_norm: 5.1927 2021-01-27 04:33:11,122 - mmaction - INFO - Epoch [5][3260/3757] lr: 1.000e-02, eta: 7 days, 17:58:51, time: 1.635, data_time: 0.047, memory: 7136, top1_acc: 0.4344, top5_acc: 0.6937, loss_cls: 2.4504, loss: 2.4504, grad_norm: 5.4064 2021-01-27 04:33:58,849 - mmaction - INFO - Epoch [5][3280/3757] lr: 1.000e-02, eta: 7 days, 18:01:27, time: 2.370, data_time: 0.011, memory: 7136, top1_acc: 0.4266, top5_acc: 0.7086, loss_cls: 2.4576, loss: 2.4576, grad_norm: 5.2496 2021-01-27 04:34:40,391 - mmaction - INFO - Epoch [5][3300/3757] lr: 1.000e-02, eta: 7 days, 18:02:09, time: 2.078, data_time: 0.024, memory: 7136, top1_acc: 0.4539, top5_acc: 0.7164, loss_cls: 2.3630, loss: 2.3630, grad_norm: 5.1018 2021-01-27 04:35:18,517 - mmaction - INFO - Epoch [5][3320/3757] lr: 1.000e-02, eta: 7 days, 18:01:48, time: 1.917, data_time: 0.060, memory: 7136, top1_acc: 0.4336, top5_acc: 0.6867, loss_cls: 2.4758, loss: 2.4758, grad_norm: 5.3258 2021-01-27 04:36:10,468 - mmaction - INFO - Epoch [5][3340/3757] lr: 1.000e-02, eta: 7 days, 18:05:45, time: 2.578, data_time: 0.394, memory: 7136, top1_acc: 0.4258, top5_acc: 0.6758, loss_cls: 2.5142, loss: 2.5142, grad_norm: 5.3945 2021-01-27 04:36:59,266 - mmaction - INFO - Epoch [5][3360/3757] lr: 1.000e-02, eta: 7 days, 18:08:57, time: 2.466, data_time: 0.100, memory: 7136, top1_acc: 0.4258, top5_acc: 0.6914, loss_cls: 2.4844, loss: 2.4844, grad_norm: 5.3145 2021-01-27 04:37:40,209 - mmaction - INFO - Epoch [5][3380/3757] lr: 1.000e-02, eta: 7 days, 18:09:23, time: 2.037, data_time: 0.007, memory: 7136, top1_acc: 0.4680, top5_acc: 0.7000, loss_cls: 2.4078, loss: 2.4078, grad_norm: 5.2176 2021-01-27 04:38:19,231 - mmaction - INFO - Epoch [5][3400/3757] lr: 1.000e-02, eta: 7 days, 18:09:18, time: 1.960, data_time: 0.019, memory: 7136, top1_acc: 0.4383, top5_acc: 0.6836, loss_cls: 2.5457, loss: 2.5457, grad_norm: 5.2801 2021-01-27 04:38:55,241 - mmaction - INFO - Epoch [5][3420/3757] lr: 1.000e-02, eta: 7 days, 18:08:08, time: 1.793, data_time: 0.008, memory: 7136, top1_acc: 0.4398, top5_acc: 0.6922, loss_cls: 2.4553, loss: 2.4553, grad_norm: 5.2785 2021-01-27 04:39:25,386 - mmaction - INFO - Epoch [5][3440/3757] lr: 1.000e-02, eta: 7 days, 18:05:13, time: 1.520, data_time: 0.017, memory: 7136, top1_acc: 0.4680, top5_acc: 0.7164, loss_cls: 2.3386, loss: 2.3386, grad_norm: 5.2004 2021-01-27 04:40:04,024 - mmaction - INFO - Epoch [5][3460/3757] lr: 1.000e-02, eta: 7 days, 18:04:42, time: 1.891, data_time: 0.002, memory: 7136, top1_acc: 0.4602, top5_acc: 0.7164, loss_cls: 2.3331, loss: 2.3331, grad_norm: 5.3972 2021-01-27 04:40:47,497 - mmaction - INFO - Epoch [5][3480/3757] lr: 1.000e-02, eta: 7 days, 18:06:09, time: 2.200, data_time: 0.051, memory: 7136, top1_acc: 0.4633, top5_acc: 0.6898, loss_cls: 2.4179, loss: 2.4179, grad_norm: 5.1982 2021-01-27 04:41:29,567 - mmaction - INFO - Epoch [5][3500/3757] lr: 1.000e-02, eta: 7 days, 18:07:05, time: 2.118, data_time: 0.016, memory: 7136, top1_acc: 0.4461, top5_acc: 0.6711, loss_cls: 2.5114, loss: 2.5114, grad_norm: 5.1403 2021-01-27 04:42:15,288 - mmaction - INFO - Epoch [5][3520/3757] lr: 1.000e-02, eta: 7 days, 18:08:59, time: 2.268, data_time: 0.032, memory: 7136, top1_acc: 0.4641, top5_acc: 0.7234, loss_cls: 2.2790, loss: 2.2790, grad_norm: 5.2997 2021-01-27 04:42:50,217 - mmaction - INFO - Epoch [5][3540/3757] lr: 1.000e-02, eta: 7 days, 18:07:33, time: 1.750, data_time: 0.026, memory: 7136, top1_acc: 0.4453, top5_acc: 0.7102, loss_cls: 2.4352, loss: 2.4352, grad_norm: 5.2716 2021-01-27 04:43:31,432 - mmaction - INFO - Epoch [5][3560/3757] lr: 1.000e-02, eta: 7 days, 18:08:09, time: 2.069, data_time: 0.019, memory: 7136, top1_acc: 0.4406, top5_acc: 0.7133, loss_cls: 2.4232, loss: 2.4232, grad_norm: 5.0787 2021-01-27 04:44:04,533 - mmaction - INFO - Epoch [5][3580/3757] lr: 1.000e-02, eta: 7 days, 18:06:06, time: 1.652, data_time: 0.009, memory: 7136, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.4270, loss: 2.4270, grad_norm: 5.2339 2021-01-27 04:44:38,185 - mmaction - INFO - Epoch [5][3600/3757] lr: 1.000e-02, eta: 7 days, 18:04:15, time: 1.686, data_time: 0.022, memory: 7136, top1_acc: 0.4328, top5_acc: 0.6914, loss_cls: 2.5001, loss: 2.5001, grad_norm: 5.2020 2021-01-27 04:45:23,124 - mmaction - INFO - Epoch [5][3620/3757] lr: 1.000e-02, eta: 7 days, 18:05:57, time: 2.240, data_time: 0.008, memory: 7136, top1_acc: 0.4469, top5_acc: 0.6969, loss_cls: 2.4130, loss: 2.4130, grad_norm: 5.0784 2021-01-27 04:46:56,305 - mmaction - INFO - Epoch [5][3640/3757] lr: 1.000e-02, eta: 7 days, 18:23:09, time: 4.672, data_time: 0.802, memory: 7136, top1_acc: 0.4367, top5_acc: 0.7016, loss_cls: 2.4296, loss: 2.4296, grad_norm: 5.2152 2021-01-27 04:47:04,878 - mmaction - INFO - Epoch [5][3660/3757] lr: 1.000e-02, eta: 7 days, 18:13:17, time: 0.429, data_time: 0.000, memory: 7136, top1_acc: 0.4383, top5_acc: 0.6945, loss_cls: 2.4838, loss: 2.4838, grad_norm: 5.4197 2021-01-27 04:47:13,799 - mmaction - INFO - Epoch [5][3680/3757] lr: 1.000e-02, eta: 7 days, 18:03:33, time: 0.446, data_time: 0.000, memory: 7136, top1_acc: 0.4250, top5_acc: 0.7125, loss_cls: 2.4405, loss: 2.4405, grad_norm: 5.1370 2021-01-27 04:47:22,412 - mmaction - INFO - Epoch [5][3700/3757] lr: 1.000e-02, eta: 7 days, 17:53:44, time: 0.430, data_time: 0.000, memory: 7136, top1_acc: 0.4594, top5_acc: 0.7023, loss_cls: 2.3580, loss: 2.3580, grad_norm: 5.1149 2021-01-27 04:48:47,502 - mmaction - INFO - Epoch [5][3720/3757] lr: 1.000e-02, eta: 7 days, 18:08:13, time: 4.255, data_time: 0.001, memory: 7136, top1_acc: 0.4406, top5_acc: 0.7023, loss_cls: 2.4714, loss: 2.4714, grad_norm: 5.4439 2021-01-27 04:48:56,279 - mmaction - INFO - Epoch [5][3740/3757] lr: 1.000e-02, eta: 7 days, 17:58:28, time: 0.439, data_time: 0.001, memory: 7136, top1_acc: 0.4391, top5_acc: 0.6859, loss_cls: 2.4926, loss: 2.4926, grad_norm: 5.1685 2021-01-27 04:52:03,434 - mmaction - INFO - Epoch [6][20/3757] lr: 1.000e-02, eta: 7 days, 18:19:43, time: 7.012, data_time: 5.957, memory: 7136, top1_acc: 0.4555, top5_acc: 0.7055, loss_cls: 2.3712, loss: 2.3712, grad_norm: 5.4227 2021-01-27 04:52:29,606 - mmaction - INFO - Epoch [6][40/3757] lr: 1.000e-02, eta: 7 days, 18:15:33, time: 1.319, data_time: 0.016, memory: 7136, top1_acc: 0.4750, top5_acc: 0.7164, loss_cls: 2.3118, loss: 2.3118, grad_norm: 5.3802 2021-01-27 04:52:57,525 - mmaction - INFO - Epoch [6][60/3757] lr: 1.000e-02, eta: 7 days, 18:11:50, time: 1.388, data_time: 0.005, memory: 7136, top1_acc: 0.4492, top5_acc: 0.6961, loss_cls: 2.4390, loss: 2.4390, grad_norm: 5.3302 2021-01-27 04:53:23,906 - mmaction - INFO - Epoch [6][80/3757] lr: 1.000e-02, eta: 7 days, 18:07:42, time: 1.323, data_time: 0.014, memory: 7136, top1_acc: 0.4703, top5_acc: 0.7055, loss_cls: 2.2844, loss: 2.2844, grad_norm: 5.1738 2021-01-27 04:53:49,519 - mmaction - INFO - Epoch [6][100/3757] lr: 1.000e-02, eta: 7 days, 18:03:15, time: 1.269, data_time: 0.007, memory: 7136, top1_acc: 0.4625, top5_acc: 0.7102, loss_cls: 2.3988, loss: 2.3988, grad_norm: 5.1630 2021-01-27 04:54:15,231 - mmaction - INFO - Epoch [6][120/3757] lr: 1.000e-02, eta: 7 days, 17:58:53, time: 1.283, data_time: 0.019, memory: 7136, top1_acc: 0.4437, top5_acc: 0.6852, loss_cls: 2.4403, loss: 2.4403, grad_norm: 5.3101 2021-01-27 04:54:44,257 - mmaction - INFO - Epoch [6][140/3757] lr: 1.000e-02, eta: 7 days, 17:55:40, time: 1.466, data_time: 0.023, memory: 7136, top1_acc: 0.4414, top5_acc: 0.6977, loss_cls: 2.4185, loss: 2.4185, grad_norm: 5.4010 2021-01-27 04:55:11,774 - mmaction - INFO - Epoch [6][160/3757] lr: 1.000e-02, eta: 7 days, 17:51:51, time: 1.367, data_time: 0.007, memory: 7136, top1_acc: 0.4258, top5_acc: 0.6945, loss_cls: 2.4716, loss: 2.4716, grad_norm: 5.3647 2021-01-27 04:55:48,122 - mmaction - INFO - Epoch [6][180/3757] lr: 1.000e-02, eta: 7 days, 17:50:49, time: 1.811, data_time: 0.017, memory: 7136, top1_acc: 0.4367, top5_acc: 0.6719, loss_cls: 2.4596, loss: 2.4596, grad_norm: 5.3304 2021-01-27 04:56:20,449 - mmaction - INFO - Epoch [6][200/3757] lr: 1.000e-02, eta: 7 days, 17:48:38, time: 1.626, data_time: 0.022, memory: 7136, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.1970, loss: 2.1970, grad_norm: 5.0122 2021-01-27 04:57:02,266 - mmaction - INFO - Epoch [6][220/3757] lr: 1.000e-02, eta: 7 days, 17:49:24, time: 2.098, data_time: 0.263, memory: 7136, top1_acc: 0.4656, top5_acc: 0.6984, loss_cls: 2.3998, loss: 2.3998, grad_norm: 5.3383 2021-01-27 04:57:38,333 - mmaction - INFO - Epoch [6][240/3757] lr: 1.000e-02, eta: 7 days, 17:48:19, time: 1.803, data_time: 0.384, memory: 7136, top1_acc: 0.4523, top5_acc: 0.7047, loss_cls: 2.3727, loss: 2.3727, grad_norm: 5.0720 2021-01-27 04:58:09,490 - mmaction - INFO - Epoch [6][260/3757] lr: 1.000e-02, eta: 7 days, 17:45:43, time: 1.559, data_time: 0.357, memory: 7136, top1_acc: 0.4469, top5_acc: 0.7055, loss_cls: 2.3787, loss: 2.3787, grad_norm: 5.2729 2021-01-27 04:58:47,459 - mmaction - INFO - Epoch [6][280/3757] lr: 1.000e-02, eta: 7 days, 17:45:13, time: 1.894, data_time: 0.189, memory: 7136, top1_acc: 0.4422, top5_acc: 0.6914, loss_cls: 2.4812, loss: 2.4812, grad_norm: 5.2969 2021-01-27 04:59:14,909 - mmaction - INFO - Epoch [6][300/3757] lr: 1.000e-02, eta: 7 days, 17:41:29, time: 1.376, data_time: 0.010, memory: 7136, top1_acc: 0.4398, top5_acc: 0.6922, loss_cls: 2.4266, loss: 2.4266, grad_norm: 5.2732 2021-01-27 04:59:48,713 - mmaction - INFO - Epoch [6][320/3757] lr: 1.000e-02, eta: 7 days, 17:39:35, time: 1.670, data_time: 0.109, memory: 7136, top1_acc: 0.4562, top5_acc: 0.6977, loss_cls: 2.3720, loss: 2.3720, grad_norm: 5.2227 2021-01-27 05:00:20,418 - mmaction - INFO - Epoch [6][340/3757] lr: 1.000e-02, eta: 7 days, 17:37:15, time: 1.598, data_time: 0.207, memory: 7136, top1_acc: 0.4867, top5_acc: 0.7227, loss_cls: 2.2808, loss: 2.2808, grad_norm: 5.0247 2021-01-27 05:01:10,669 - mmaction - INFO - Epoch [6][360/3757] lr: 1.000e-02, eta: 7 days, 17:40:37, time: 2.519, data_time: 0.012, memory: 7136, top1_acc: 0.4633, top5_acc: 0.6969, loss_cls: 2.3969, loss: 2.3969, grad_norm: 5.1417 2021-01-27 05:02:04,131 - mmaction - INFO - Epoch [6][380/3757] lr: 1.000e-02, eta: 7 days, 17:44:57, time: 2.674, data_time: 0.136, memory: 7136, top1_acc: 0.4477, top5_acc: 0.7195, loss_cls: 2.2926, loss: 2.2926, grad_norm: 5.4145 2021-01-27 05:02:43,525 - mmaction - INFO - Epoch [6][400/3757] lr: 1.000e-02, eta: 7 days, 17:44:52, time: 1.963, data_time: 0.433, memory: 7136, top1_acc: 0.4609, top5_acc: 0.7273, loss_cls: 2.3065, loss: 2.3065, grad_norm: 5.3017 2021-01-27 05:03:20,435 - mmaction - INFO - Epoch [6][420/3757] lr: 1.000e-02, eta: 7 days, 17:44:04, time: 1.847, data_time: 0.012, memory: 7136, top1_acc: 0.4562, top5_acc: 0.7148, loss_cls: 2.3505, loss: 2.3505, grad_norm: 5.3589 2021-01-27 05:04:01,694 - mmaction - INFO - Epoch [6][440/3757] lr: 1.000e-02, eta: 7 days, 17:44:29, time: 2.044, data_time: 0.202, memory: 7136, top1_acc: 0.4609, top5_acc: 0.7078, loss_cls: 2.3520, loss: 2.3520, grad_norm: 5.0476 2021-01-27 05:04:42,865 - mmaction - INFO - Epoch [6][460/3757] lr: 1.000e-02, eta: 7 days, 17:45:05, time: 2.074, data_time: 0.031, memory: 7136, top1_acc: 0.4531, top5_acc: 0.7156, loss_cls: 2.3976, loss: 2.3976, grad_norm: 5.3892 2021-01-27 05:05:24,930 - mmaction - INFO - Epoch [6][480/3757] lr: 1.000e-02, eta: 7 days, 17:45:52, time: 2.105, data_time: 0.483, memory: 7136, top1_acc: 0.4547, top5_acc: 0.6742, loss_cls: 2.4699, loss: 2.4699, grad_norm: 5.3144 2021-01-27 05:06:00,306 - mmaction - INFO - Epoch [6][500/3757] lr: 1.000e-02, eta: 7 days, 17:44:34, time: 1.765, data_time: 0.033, memory: 7136, top1_acc: 0.4484, top5_acc: 0.7008, loss_cls: 2.4032, loss: 2.4032, grad_norm: 5.3648 2021-01-27 05:06:36,988 - mmaction - INFO - Epoch [6][520/3757] lr: 1.000e-02, eta: 7 days, 17:43:37, time: 1.823, data_time: 0.015, memory: 7136, top1_acc: 0.4328, top5_acc: 0.6711, loss_cls: 2.5175, loss: 2.5175, grad_norm: 5.2911 2021-01-27 05:07:19,236 - mmaction - INFO - Epoch [6][540/3757] lr: 1.000e-02, eta: 7 days, 17:44:32, time: 2.127, data_time: 0.037, memory: 7136, top1_acc: 0.4664, top5_acc: 0.7195, loss_cls: 2.3541, loss: 2.3541, grad_norm: 5.0339 2021-01-27 05:07:55,584 - mmaction - INFO - Epoch [6][560/3757] lr: 1.000e-02, eta: 7 days, 17:43:31, time: 1.814, data_time: 0.015, memory: 7136, top1_acc: 0.4594, top5_acc: 0.6953, loss_cls: 2.4381, loss: 2.4381, grad_norm: 5.4155 2021-01-27 05:08:28,121 - mmaction - INFO - Epoch [6][580/3757] lr: 1.000e-02, eta: 7 days, 17:41:19, time: 1.618, data_time: 0.018, memory: 7136, top1_acc: 0.4703, top5_acc: 0.7234, loss_cls: 2.2694, loss: 2.2694, grad_norm: 5.0663 2021-01-27 05:09:02,348 - mmaction - INFO - Epoch [6][600/3757] lr: 1.000e-02, eta: 7 days, 17:39:46, time: 1.726, data_time: 0.025, memory: 7136, top1_acc: 0.4398, top5_acc: 0.7086, loss_cls: 2.3762, loss: 2.3762, grad_norm: 5.2975 2021-01-27 05:09:35,279 - mmaction - INFO - Epoch [6][620/3757] lr: 1.000e-02, eta: 7 days, 17:37:42, time: 1.640, data_time: 0.008, memory: 7136, top1_acc: 0.4391, top5_acc: 0.7016, loss_cls: 2.4884, loss: 2.4884, grad_norm: 5.2534 2021-01-27 05:10:01,888 - mmaction - INFO - Epoch [6][640/3757] lr: 1.000e-02, eta: 7 days, 17:33:48, time: 1.340, data_time: 0.120, memory: 7136, top1_acc: 0.4477, top5_acc: 0.6930, loss_cls: 2.4662, loss: 2.4662, grad_norm: 5.2223 2021-01-27 05:10:37,472 - mmaction - INFO - Epoch [6][660/3757] lr: 1.000e-02, eta: 7 days, 17:32:35, time: 1.777, data_time: 0.012, memory: 7136, top1_acc: 0.4758, top5_acc: 0.7117, loss_cls: 2.2996, loss: 2.2996, grad_norm: 5.0101 2021-01-27 05:11:19,168 - mmaction - INFO - Epoch [6][680/3757] lr: 1.000e-02, eta: 7 days, 17:33:13, time: 2.082, data_time: 0.005, memory: 7136, top1_acc: 0.4633, top5_acc: 0.7031, loss_cls: 2.4168, loss: 2.4168, grad_norm: 5.3665 2021-01-27 05:12:03,583 - mmaction - INFO - Epoch [6][700/3757] lr: 1.000e-02, eta: 7 days, 17:34:37, time: 2.208, data_time: 0.009, memory: 7136, top1_acc: 0.4594, top5_acc: 0.7203, loss_cls: 2.3174, loss: 2.3174, grad_norm: 5.2779 2021-01-27 05:12:33,288 - mmaction - INFO - Epoch [6][720/3757] lr: 1.000e-02, eta: 7 days, 17:31:40, time: 1.492, data_time: 0.022, memory: 7136, top1_acc: 0.4633, top5_acc: 0.7086, loss_cls: 2.3241, loss: 2.3241, grad_norm: 5.3159 2021-01-27 05:13:03,513 - mmaction - INFO - Epoch [6][740/3757] lr: 1.000e-02, eta: 7 days, 17:28:51, time: 1.516, data_time: 0.084, memory: 7136, top1_acc: 0.4523, top5_acc: 0.6984, loss_cls: 2.4104, loss: 2.4104, grad_norm: 5.2204 2021-01-27 05:13:34,676 - mmaction - INFO - Epoch [6][760/3757] lr: 1.000e-02, eta: 7 days, 17:26:13, time: 1.543, data_time: 0.009, memory: 7136, top1_acc: 0.4500, top5_acc: 0.7031, loss_cls: 2.3580, loss: 2.3580, grad_norm: 5.1410 2021-01-27 05:14:32,997 - mmaction - INFO - Epoch [6][780/3757] lr: 1.000e-02, eta: 7 days, 17:32:00, time: 2.932, data_time: 0.086, memory: 7136, top1_acc: 0.4492, top5_acc: 0.7047, loss_cls: 2.3493, loss: 2.3493, grad_norm: 5.1508 2021-01-27 05:15:22,371 - mmaction - INFO - Epoch [6][800/3757] lr: 1.000e-02, eta: 7 days, 17:34:53, time: 2.453, data_time: 0.017, memory: 7136, top1_acc: 0.4578, top5_acc: 0.7180, loss_cls: 2.3669, loss: 2.3669, grad_norm: 5.3122 2021-01-27 05:16:08,112 - mmaction - INFO - Epoch [6][820/3757] lr: 1.000e-02, eta: 7 days, 17:36:51, time: 2.304, data_time: 0.222, memory: 7136, top1_acc: 0.4516, top5_acc: 0.7109, loss_cls: 2.3913, loss: 2.3913, grad_norm: 5.2482 2021-01-27 05:16:53,068 - mmaction - INFO - Epoch [6][840/3757] lr: 1.000e-02, eta: 7 days, 17:38:28, time: 2.247, data_time: 0.014, memory: 7136, top1_acc: 0.4328, top5_acc: 0.6922, loss_cls: 2.4476, loss: 2.4476, grad_norm: 5.4490 2021-01-27 05:19:19,081 - mmaction - INFO - Epoch [6][860/3757] lr: 1.000e-02, eta: 7 days, 18:10:32, time: 7.290, data_time: 0.008, memory: 7136, top1_acc: 0.4695, top5_acc: 0.7102, loss_cls: 2.3196, loss: 2.3196, grad_norm: 5.3040 2021-01-27 05:19:58,501 - mmaction - INFO - Epoch [6][880/3757] lr: 1.000e-02, eta: 7 days, 18:10:31, time: 1.984, data_time: 0.019, memory: 7136, top1_acc: 0.4492, top5_acc: 0.6914, loss_cls: 2.4332, loss: 2.4332, grad_norm: 5.4244 2021-01-27 05:20:45,136 - mmaction - INFO - Epoch [6][900/3757] lr: 1.000e-02, eta: 7 days, 18:12:37, time: 2.333, data_time: 0.215, memory: 7136, top1_acc: 0.4422, top5_acc: 0.7008, loss_cls: 2.4157, loss: 2.4157, grad_norm: 5.4285 2021-01-27 05:22:24,325 - mmaction - INFO - Epoch [6][920/3757] lr: 1.000e-02, eta: 7 days, 18:30:30, time: 4.957, data_time: 0.004, memory: 7136, top1_acc: 0.4453, top5_acc: 0.7016, loss_cls: 2.3981, loss: 2.3981, grad_norm: 5.3583 2021-01-27 05:23:11,774 - mmaction - INFO - Epoch [6][940/3757] lr: 1.000e-02, eta: 7 days, 18:32:48, time: 2.374, data_time: 0.007, memory: 7136, top1_acc: 0.4344, top5_acc: 0.6789, loss_cls: 2.4551, loss: 2.4551, grad_norm: 5.3910 2021-01-27 05:23:51,430 - mmaction - INFO - Epoch [6][960/3757] lr: 1.000e-02, eta: 7 days, 18:32:41, time: 1.973, data_time: 0.016, memory: 7136, top1_acc: 0.4617, top5_acc: 0.7117, loss_cls: 2.3258, loss: 2.3258, grad_norm: 5.3419 2021-01-27 05:24:34,343 - mmaction - INFO - Epoch [6][980/3757] lr: 1.000e-02, eta: 7 days, 18:33:40, time: 2.154, data_time: 0.018, memory: 7136, top1_acc: 0.4586, top5_acc: 0.7141, loss_cls: 2.3309, loss: 2.3309, grad_norm: 5.3754 2021-01-27 05:25:13,754 - mmaction - INFO - Epoch [6][1000/3757] lr: 1.000e-02, eta: 7 days, 18:33:32, time: 1.969, data_time: 0.014, memory: 7136, top1_acc: 0.4406, top5_acc: 0.7055, loss_cls: 2.4041, loss: 2.4041, grad_norm: 5.1591 2021-01-27 05:26:00,279 - mmaction - INFO - Epoch [6][1020/3757] lr: 1.000e-02, eta: 7 days, 18:35:32, time: 2.327, data_time: 0.015, memory: 7136, top1_acc: 0.4523, top5_acc: 0.7078, loss_cls: 2.3551, loss: 2.3551, grad_norm: 5.4658 2021-01-27 05:28:07,174 - mmaction - INFO - Epoch [6][1040/3757] lr: 1.000e-02, eta: 7 days, 19:01:33, time: 6.340, data_time: 0.012, memory: 7136, top1_acc: 0.4641, top5_acc: 0.7063, loss_cls: 2.3443, loss: 2.3443, grad_norm: 5.3123 2021-01-27 05:28:49,177 - mmaction - INFO - Epoch [6][1060/3757] lr: 1.000e-02, eta: 7 days, 19:02:12, time: 2.107, data_time: 0.023, memory: 7136, top1_acc: 0.4602, top5_acc: 0.7000, loss_cls: 2.3416, loss: 2.3416, grad_norm: 5.2898 2021-01-27 05:29:33,293 - mmaction - INFO - Epoch [6][1080/3757] lr: 1.000e-02, eta: 7 days, 19:03:26, time: 2.202, data_time: 0.006, memory: 7136, top1_acc: 0.4555, top5_acc: 0.7078, loss_cls: 2.4190, loss: 2.4190, grad_norm: 5.1878 2021-01-27 05:30:13,078 - mmaction - INFO - Epoch [6][1100/3757] lr: 1.000e-02, eta: 7 days, 19:03:22, time: 1.989, data_time: 0.012, memory: 7136, top1_acc: 0.4492, top5_acc: 0.6898, loss_cls: 2.3811, loss: 2.3811, grad_norm: 5.3506 2021-01-27 05:30:59,108 - mmaction - INFO - Epoch [6][1120/3757] lr: 1.000e-02, eta: 7 days, 19:05:11, time: 2.302, data_time: 0.010, memory: 7136, top1_acc: 0.4437, top5_acc: 0.7117, loss_cls: 2.3950, loss: 2.3950, grad_norm: 5.2214 2021-01-27 05:31:49,055 - mmaction - INFO - Epoch [6][1140/3757] lr: 1.000e-02, eta: 7 days, 19:08:08, time: 2.495, data_time: 0.008, memory: 7136, top1_acc: 0.4734, top5_acc: 0.7125, loss_cls: 2.2989, loss: 2.2989, grad_norm: 5.0041 2021-01-27 05:32:37,399 - mmaction - INFO - Epoch [6][1160/3757] lr: 1.000e-02, eta: 7 days, 19:10:39, time: 2.424, data_time: 0.013, memory: 7136, top1_acc: 0.4492, top5_acc: 0.7156, loss_cls: 2.3785, loss: 2.3785, grad_norm: 5.2510 2021-01-27 05:33:14,042 - mmaction - INFO - Epoch [6][1180/3757] lr: 1.000e-02, eta: 7 days, 19:09:39, time: 1.831, data_time: 0.005, memory: 7136, top1_acc: 0.4586, top5_acc: 0.7086, loss_cls: 2.3307, loss: 2.3307, grad_norm: 5.0776 2021-01-27 05:33:55,840 - mmaction - INFO - Epoch [6][1200/3757] lr: 1.000e-02, eta: 7 days, 19:10:10, time: 2.087, data_time: 0.006, memory: 7136, top1_acc: 0.4656, top5_acc: 0.7172, loss_cls: 2.3537, loss: 2.3537, grad_norm: 5.3200 2021-01-27 05:34:38,266 - mmaction - INFO - Epoch [6][1220/3757] lr: 1.000e-02, eta: 7 days, 19:10:53, time: 2.122, data_time: 0.019, memory: 7136, top1_acc: 0.4820, top5_acc: 0.7328, loss_cls: 2.2475, loss: 2.2475, grad_norm: 5.1436 2021-01-27 05:35:16,214 - mmaction - INFO - Epoch [6][1240/3757] lr: 1.000e-02, eta: 7 days, 19:10:17, time: 1.901, data_time: 0.011, memory: 7136, top1_acc: 0.4547, top5_acc: 0.7000, loss_cls: 2.3926, loss: 2.3926, grad_norm: 5.3629 2021-01-27 05:35:43,544 - mmaction - INFO - Epoch [6][1260/3757] lr: 1.000e-02, eta: 7 days, 19:06:29, time: 1.359, data_time: 0.012, memory: 7136, top1_acc: 0.4586, top5_acc: 0.6945, loss_cls: 2.3656, loss: 2.3656, grad_norm: 5.2480 2021-01-27 05:38:38,211 - mmaction - INFO - Epoch [6][1280/3757] lr: 1.000e-02, eta: 7 days, 19:46:12, time: 8.723, data_time: 1.065, memory: 7136, top1_acc: 0.4461, top5_acc: 0.7156, loss_cls: 2.3572, loss: 2.3572, grad_norm: 5.2232 2021-01-27 05:39:20,343 - mmaction - INFO - Epoch [6][1300/3757] lr: 1.000e-02, eta: 7 days, 19:46:52, time: 2.120, data_time: 0.094, memory: 7136, top1_acc: 0.4414, top5_acc: 0.7023, loss_cls: 2.3647, loss: 2.3647, grad_norm: 5.3932 2021-01-27 05:40:35,573 - mmaction - INFO - Epoch [6][1320/3757] lr: 1.000e-02, eta: 7 days, 19:57:13, time: 3.764, data_time: 0.303, memory: 7136, top1_acc: 0.4453, top5_acc: 0.7164, loss_cls: 2.3159, loss: 2.3159, grad_norm: 5.3554 2021-01-27 05:42:13,174 - mmaction - INFO - Epoch [6][1340/3757] lr: 1.000e-02, eta: 7 days, 20:14:05, time: 4.877, data_time: 1.853, memory: 7136, top1_acc: 0.4461, top5_acc: 0.7063, loss_cls: 2.4236, loss: 2.4236, grad_norm: 5.2284 2021-01-27 05:42:56,587 - mmaction - INFO - Epoch [6][1360/3757] lr: 1.000e-02, eta: 7 days, 20:15:00, time: 2.169, data_time: 0.009, memory: 7136, top1_acc: 0.4484, top5_acc: 0.7117, loss_cls: 2.4518, loss: 2.4518, grad_norm: 5.1956 2021-01-27 05:44:17,066 - mmaction - INFO - Epoch [6][1380/3757] lr: 1.000e-02, eta: 7 days, 20:26:52, time: 4.034, data_time: 1.054, memory: 7136, top1_acc: 0.3937, top5_acc: 0.6711, loss_cls: 2.5768, loss: 2.5768, grad_norm: 5.1143 2021-01-27 05:45:15,223 - mmaction - INFO - Epoch [6][1400/3757] lr: 1.000e-02, eta: 7 days, 20:32:02, time: 2.897, data_time: 0.789, memory: 7136, top1_acc: 0.4578, top5_acc: 0.7055, loss_cls: 2.3676, loss: 2.3676, grad_norm: 5.3206 2021-01-27 05:46:16,108 - mmaction - INFO - Epoch [6][1420/3757] lr: 1.000e-02, eta: 7 days, 20:38:03, time: 3.042, data_time: 0.021, memory: 7136, top1_acc: 0.4570, top5_acc: 0.7023, loss_cls: 2.3768, loss: 2.3768, grad_norm: 5.3423 2021-01-27 05:48:15,004 - mmaction - INFO - Epoch [6][1440/3757] lr: 1.000e-02, eta: 7 days, 21:01:07, time: 5.958, data_time: 4.323, memory: 7136, top1_acc: 0.4383, top5_acc: 0.6992, loss_cls: 2.4137, loss: 2.4137, grad_norm: 5.1518 2021-01-27 05:49:10,731 - mmaction - INFO - Epoch [6][1460/3757] lr: 1.000e-02, eta: 7 days, 21:05:35, time: 2.787, data_time: 0.886, memory: 7136, top1_acc: 0.4469, top5_acc: 0.6984, loss_cls: 2.3949, loss: 2.3949, grad_norm: 5.2327 2021-01-27 05:50:19,844 - mmaction - INFO - Epoch [6][1480/3757] lr: 1.000e-02, eta: 7 days, 21:13:47, time: 3.426, data_time: 1.831, memory: 7136, top1_acc: 0.4547, top5_acc: 0.6937, loss_cls: 2.4294, loss: 2.4294, grad_norm: 5.1951 2021-01-27 05:51:55,855 - mmaction - INFO - Epoch [6][1500/3757] lr: 1.000e-02, eta: 7 days, 21:29:56, time: 4.792, data_time: 2.547, memory: 7136, top1_acc: 0.4594, top5_acc: 0.7055, loss_cls: 2.3748, loss: 2.3748, grad_norm: 5.2336 2021-01-27 05:52:33,490 - mmaction - INFO - Epoch [6][1520/3757] lr: 1.000e-02, eta: 7 days, 21:29:10, time: 1.897, data_time: 0.318, memory: 7136, top1_acc: 0.4523, top5_acc: 0.6992, loss_cls: 2.3805, loss: 2.3805, grad_norm: 5.0964 2021-01-27 05:53:19,955 - mmaction - INFO - Epoch [6][1540/3757] lr: 1.000e-02, eta: 7 days, 21:30:55, time: 2.331, data_time: 0.417, memory: 7136, top1_acc: 0.4477, top5_acc: 0.7086, loss_cls: 2.4086, loss: 2.4086, grad_norm: 5.3453 2021-01-27 05:54:05,976 - mmaction - INFO - Epoch [6][1560/3757] lr: 1.000e-02, eta: 7 days, 21:32:35, time: 2.315, data_time: 0.019, memory: 7136, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.4898, loss: 2.4898, grad_norm: 5.1061 2021-01-27 05:54:45,156 - mmaction - INFO - Epoch [6][1580/3757] lr: 1.000e-02, eta: 7 days, 21:32:10, time: 1.960, data_time: 0.007, memory: 7136, top1_acc: 0.4656, top5_acc: 0.7031, loss_cls: 2.3849, loss: 2.3849, grad_norm: 5.0936 2021-01-27 05:55:31,185 - mmaction - INFO - Epoch [6][1600/3757] lr: 1.000e-02, eta: 7 days, 21:33:40, time: 2.287, data_time: 0.003, memory: 7136, top1_acc: 0.4352, top5_acc: 0.6992, loss_cls: 2.4564, loss: 2.4564, grad_norm: 5.2275 2021-01-27 05:56:04,918 - mmaction - INFO - Epoch [6][1620/3757] lr: 1.000e-02, eta: 7 days, 21:31:39, time: 1.684, data_time: 0.053, memory: 7136, top1_acc: 0.4383, top5_acc: 0.6992, loss_cls: 2.4295, loss: 2.4295, grad_norm: 5.2815 2021-01-27 05:57:01,744 - mmaction - INFO - Epoch [6][1640/3757] lr: 1.000e-02, eta: 7 days, 21:36:27, time: 2.860, data_time: 0.024, memory: 7136, top1_acc: 0.4875, top5_acc: 0.7203, loss_cls: 2.2981, loss: 2.2981, grad_norm: 5.1484 2021-01-27 05:57:53,605 - mmaction - INFO - Epoch [6][1660/3757] lr: 1.000e-02, eta: 7 days, 21:39:39, time: 2.583, data_time: 0.350, memory: 7136, top1_acc: 0.4680, top5_acc: 0.7227, loss_cls: 2.3276, loss: 2.3276, grad_norm: 5.1815 2021-01-27 05:58:41,635 - mmaction - INFO - Epoch [6][1680/3757] lr: 1.000e-02, eta: 7 days, 21:41:44, time: 2.392, data_time: 0.464, memory: 7136, top1_acc: 0.4680, top5_acc: 0.6984, loss_cls: 2.3989, loss: 2.3989, grad_norm: 5.2982 2021-01-27 05:59:21,383 - mmaction - INFO - Epoch [6][1700/3757] lr: 1.000e-02, eta: 7 days, 21:41:31, time: 1.996, data_time: 0.190, memory: 7136, top1_acc: 0.4562, top5_acc: 0.6922, loss_cls: 2.4168, loss: 2.4168, grad_norm: 5.0935 2021-01-27 06:00:09,580 - mmaction - INFO - Epoch [6][1720/3757] lr: 1.000e-02, eta: 7 days, 21:43:35, time: 2.393, data_time: 0.018, memory: 7136, top1_acc: 0.4508, top5_acc: 0.7133, loss_cls: 2.3799, loss: 2.3799, grad_norm: 5.0544 2021-01-27 06:00:53,870 - mmaction - INFO - Epoch [6][1740/3757] lr: 1.000e-02, eta: 7 days, 21:44:40, time: 2.221, data_time: 0.226, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7383, loss_cls: 2.2068, loss: 2.2068, grad_norm: 5.2319 2021-01-27 06:01:35,025 - mmaction - INFO - Epoch [6][1760/3757] lr: 1.000e-02, eta: 7 days, 21:44:52, time: 2.068, data_time: 0.031, memory: 7136, top1_acc: 0.4359, top5_acc: 0.7047, loss_cls: 2.4161, loss: 2.4161, grad_norm: 5.3290 2021-01-27 06:02:05,286 - mmaction - INFO - Epoch [6][1780/3757] lr: 1.000e-02, eta: 7 days, 21:41:54, time: 1.519, data_time: 0.013, memory: 7136, top1_acc: 0.4648, top5_acc: 0.6992, loss_cls: 2.3955, loss: 2.3955, grad_norm: 5.1371 2021-01-27 06:02:40,100 - mmaction - INFO - Epoch [6][1800/3757] lr: 1.000e-02, eta: 7 days, 21:40:13, time: 1.743, data_time: 0.008, memory: 7136, top1_acc: 0.4492, top5_acc: 0.7047, loss_cls: 2.4148, loss: 2.4148, grad_norm: 5.2043 2021-01-27 06:03:24,751 - mmaction - INFO - Epoch [6][1820/3757] lr: 1.000e-02, eta: 7 days, 21:41:14, time: 2.212, data_time: 0.464, memory: 7136, top1_acc: 0.4664, top5_acc: 0.7203, loss_cls: 2.3269, loss: 2.3269, grad_norm: 5.3007 2021-01-27 06:04:48,575 - mmaction - INFO - Epoch [6][1840/3757] lr: 1.000e-02, eta: 7 days, 21:53:41, time: 4.204, data_time: 0.035, memory: 7136, top1_acc: 0.4523, top5_acc: 0.6953, loss_cls: 2.4190, loss: 2.4190, grad_norm: 5.2088 2021-01-27 06:05:44,364 - mmaction - INFO - Epoch [6][1860/3757] lr: 1.000e-02, eta: 7 days, 21:58:02, time: 2.795, data_time: 1.224, memory: 7136, top1_acc: 0.4359, top5_acc: 0.6781, loss_cls: 2.4987, loss: 2.4987, grad_norm: 5.3483 2021-01-27 06:06:22,365 - mmaction - INFO - Epoch [6][1880/3757] lr: 1.000e-02, eta: 7 days, 21:57:04, time: 1.871, data_time: 0.047, memory: 7136, top1_acc: 0.4406, top5_acc: 0.7133, loss_cls: 2.3692, loss: 2.3692, grad_norm: 5.2908 2021-01-27 06:06:57,095 - mmaction - INFO - Epoch [6][1900/3757] lr: 1.000e-02, eta: 7 days, 21:55:27, time: 1.755, data_time: 0.090, memory: 7136, top1_acc: 0.4586, top5_acc: 0.7156, loss_cls: 2.3510, loss: 2.3510, grad_norm: 5.2289 2021-01-27 06:07:39,130 - mmaction - INFO - Epoch [6][1920/3757] lr: 1.000e-02, eta: 7 days, 21:55:52, time: 2.111, data_time: 0.146, memory: 7136, top1_acc: 0.4594, top5_acc: 0.7312, loss_cls: 2.2905, loss: 2.2905, grad_norm: 5.2316 2021-01-27 06:08:15,026 - mmaction - INFO - Epoch [6][1940/3757] lr: 1.000e-02, eta: 7 days, 21:54:28, time: 1.795, data_time: 0.367, memory: 7136, top1_acc: 0.4594, top5_acc: 0.7133, loss_cls: 2.3467, loss: 2.3467, grad_norm: 5.5035 2021-01-27 06:08:48,687 - mmaction - INFO - Epoch [6][1960/3757] lr: 1.000e-02, eta: 7 days, 21:52:16, time: 1.652, data_time: 0.014, memory: 7136, top1_acc: 0.4781, top5_acc: 0.7398, loss_cls: 2.2232, loss: 2.2232, grad_norm: 5.1230 2021-01-27 06:09:27,323 - mmaction - INFO - Epoch [6][1980/3757] lr: 1.000e-02, eta: 7 days, 21:51:51, time: 1.965, data_time: 0.127, memory: 7136, top1_acc: 0.4492, top5_acc: 0.7008, loss_cls: 2.3825, loss: 2.3825, grad_norm: 5.2579 2021-01-27 06:10:09,052 - mmaction - INFO - Epoch [6][2000/3757] lr: 1.000e-02, eta: 7 days, 21:52:04, time: 2.076, data_time: 0.445, memory: 7136, top1_acc: 0.4445, top5_acc: 0.7000, loss_cls: 2.3555, loss: 2.3555, grad_norm: 5.1910 2021-01-27 06:11:08,612 - mmaction - INFO - Epoch [6][2020/3757] lr: 1.000e-02, eta: 7 days, 21:57:27, time: 2.986, data_time: 1.236, memory: 7136, top1_acc: 0.4539, top5_acc: 0.7086, loss_cls: 2.3783, loss: 2.3783, grad_norm: 5.1789 2021-01-27 06:11:57,356 - mmaction - INFO - Epoch [6][2040/3757] lr: 1.000e-02, eta: 7 days, 21:59:43, time: 2.439, data_time: 0.034, memory: 7136, top1_acc: 0.4680, top5_acc: 0.7180, loss_cls: 2.2954, loss: 2.2954, grad_norm: 5.0988 2021-01-27 06:12:47,259 - mmaction - INFO - Epoch [6][2060/3757] lr: 1.000e-02, eta: 7 days, 22:02:09, time: 2.472, data_time: 0.007, memory: 7136, top1_acc: 0.4508, top5_acc: 0.7281, loss_cls: 2.3013, loss: 2.3013, grad_norm: 5.3438 2021-01-27 06:13:39,791 - mmaction - INFO - Epoch [6][2080/3757] lr: 1.000e-02, eta: 7 days, 22:05:37, time: 2.653, data_time: 1.003, memory: 7136, top1_acc: 0.4227, top5_acc: 0.6750, loss_cls: 2.5285, loss: 2.5285, grad_norm: 5.1966 2021-01-27 06:14:37,412 - mmaction - INFO - Epoch [6][2100/3757] lr: 1.000e-02, eta: 7 days, 22:10:21, time: 2.878, data_time: 0.101, memory: 7136, top1_acc: 0.4789, top5_acc: 0.7258, loss_cls: 2.2972, loss: 2.2972, grad_norm: 5.2496 2021-01-27 06:15:52,969 - mmaction - INFO - Epoch [6][2120/3757] lr: 1.000e-02, eta: 7 days, 22:19:58, time: 3.742, data_time: 2.163, memory: 7136, top1_acc: 0.4758, top5_acc: 0.7266, loss_cls: 2.2497, loss: 2.2497, grad_norm: 5.2617 2021-01-27 06:16:49,283 - mmaction - INFO - Epoch [6][2140/3757] lr: 1.000e-02, eta: 7 days, 22:24:31, time: 2.850, data_time: 1.055, memory: 7136, top1_acc: 0.4555, top5_acc: 0.7070, loss_cls: 2.3821, loss: 2.3821, grad_norm: 5.4018 2021-01-27 06:17:42,618 - mmaction - INFO - Epoch [6][2160/3757] lr: 1.000e-02, eta: 7 days, 22:27:59, time: 2.662, data_time: 0.007, memory: 7136, top1_acc: 0.4508, top5_acc: 0.6930, loss_cls: 2.3820, loss: 2.3820, grad_norm: 5.1831 2021-01-27 06:18:22,756 - mmaction - INFO - Epoch [6][2180/3757] lr: 1.000e-02, eta: 7 days, 22:27:49, time: 2.017, data_time: 0.090, memory: 7136, top1_acc: 0.4594, top5_acc: 0.7055, loss_cls: 2.4044, loss: 2.4044, grad_norm: 5.0616 2021-01-27 06:19:07,258 - mmaction - INFO - Epoch [6][2200/3757] lr: 1.000e-02, eta: 7 days, 22:28:44, time: 2.209, data_time: 0.455, memory: 7136, top1_acc: 0.4625, top5_acc: 0.6945, loss_cls: 2.3752, loss: 2.3752, grad_norm: 5.2695 2021-01-27 06:19:50,340 - mmaction - INFO - Epoch [6][2220/3757] lr: 1.000e-02, eta: 7 days, 22:29:22, time: 2.162, data_time: 0.019, memory: 7136, top1_acc: 0.4430, top5_acc: 0.6820, loss_cls: 2.5332, loss: 2.5332, grad_norm: 5.3222 2021-01-27 06:20:33,611 - mmaction - INFO - Epoch [6][2240/3757] lr: 1.000e-02, eta: 7 days, 22:29:57, time: 2.152, data_time: 0.188, memory: 7136, top1_acc: 0.4750, top5_acc: 0.7109, loss_cls: 2.2895, loss: 2.2895, grad_norm: 5.2644 2021-01-27 06:21:18,354 - mmaction - INFO - Epoch [6][2260/3757] lr: 1.000e-02, eta: 7 days, 22:31:07, time: 2.256, data_time: 0.256, memory: 7136, top1_acc: 0.4414, top5_acc: 0.7117, loss_cls: 2.3869, loss: 2.3869, grad_norm: 5.3353 2021-01-27 06:22:12,227 - mmaction - INFO - Epoch [6][2280/3757] lr: 1.000e-02, eta: 7 days, 22:34:31, time: 2.654, data_time: 0.281, memory: 7136, top1_acc: 0.4734, top5_acc: 0.7297, loss_cls: 2.2815, loss: 2.2815, grad_norm: 5.2460 2021-01-27 06:23:00,778 - mmaction - INFO - Epoch [6][2300/3757] lr: 1.000e-02, eta: 7 days, 22:36:49, time: 2.459, data_time: 0.198, memory: 7136, top1_acc: 0.4523, top5_acc: 0.7063, loss_cls: 2.4170, loss: 2.4170, grad_norm: 5.4246 2021-01-27 06:23:54,293 - mmaction - INFO - Epoch [6][2320/3757] lr: 1.000e-02, eta: 7 days, 22:40:22, time: 2.685, data_time: 0.174, memory: 7136, top1_acc: 0.4461, top5_acc: 0.6945, loss_cls: 2.4536, loss: 2.4536, grad_norm: 5.1234 2021-01-27 06:24:43,705 - mmaction - INFO - Epoch [6][2340/3757] lr: 1.000e-02, eta: 7 days, 22:42:39, time: 2.460, data_time: 0.017, memory: 7136, top1_acc: 0.4375, top5_acc: 0.6961, loss_cls: 2.4219, loss: 2.4219, grad_norm: 5.2673 2021-01-27 06:25:29,727 - mmaction - INFO - Epoch [6][2360/3757] lr: 1.000e-02, eta: 7 days, 22:44:04, time: 2.304, data_time: 0.347, memory: 7136, top1_acc: 0.4594, top5_acc: 0.7086, loss_cls: 2.3145, loss: 2.3145, grad_norm: 5.2729 2021-01-27 06:27:54,956 - mmaction - INFO - Epoch [6][2380/3757] lr: 1.000e-02, eta: 7 days, 23:13:10, time: 7.263, data_time: 0.015, memory: 7136, top1_acc: 0.4289, top5_acc: 0.6906, loss_cls: 2.4551, loss: 2.4551, grad_norm: 5.2659 2021-01-27 06:28:44,779 - mmaction - INFO - Epoch [6][2400/3757] lr: 1.000e-02, eta: 7 days, 23:15:27, time: 2.466, data_time: 0.868, memory: 7136, top1_acc: 0.4633, top5_acc: 0.7203, loss_cls: 2.3460, loss: 2.3460, grad_norm: 5.0776 2021-01-27 06:29:36,530 - mmaction - INFO - Epoch [6][2420/3757] lr: 1.000e-02, eta: 7 days, 23:18:30, time: 2.607, data_time: 1.005, memory: 7136, top1_acc: 0.4477, top5_acc: 0.7008, loss_cls: 2.4072, loss: 2.4072, grad_norm: 5.2529 2021-01-27 06:31:15,289 - mmaction - INFO - Epoch [6][2440/3757] lr: 1.000e-02, eta: 7 days, 23:34:34, time: 4.945, data_time: 1.394, memory: 7136, top1_acc: 0.4820, top5_acc: 0.7320, loss_cls: 2.2832, loss: 2.2832, grad_norm: 4.8922 2021-01-27 06:32:01,183 - mmaction - INFO - Epoch [6][2460/3757] lr: 1.000e-02, eta: 7 days, 23:35:53, time: 2.298, data_time: 0.223, memory: 7136, top1_acc: 0.4313, top5_acc: 0.6891, loss_cls: 2.4779, loss: 2.4779, grad_norm: 5.3667 2021-01-27 06:33:02,655 - mmaction - INFO - Epoch [6][2480/3757] lr: 1.000e-02, eta: 7 days, 23:41:28, time: 3.068, data_time: 0.002, memory: 7136, top1_acc: 0.4570, top5_acc: 0.7086, loss_cls: 2.3626, loss: 2.3626, grad_norm: 5.0508 2021-01-27 06:34:15,562 - mmaction - INFO - Epoch [6][2500/3757] lr: 1.000e-02, eta: 7 days, 23:50:09, time: 3.630, data_time: 0.903, memory: 7136, top1_acc: 0.4422, top5_acc: 0.6914, loss_cls: 2.4890, loss: 2.4890, grad_norm: 5.2748 2021-01-27 06:34:59,652 - mmaction - INFO - Epoch [6][2520/3757] lr: 1.000e-02, eta: 7 days, 23:51:00, time: 2.220, data_time: 0.310, memory: 7136, top1_acc: 0.4797, top5_acc: 0.7023, loss_cls: 2.3301, loss: 2.3301, grad_norm: 4.9822 2021-01-27 06:37:10,129 - mmaction - INFO - Epoch [6][2540/3757] lr: 1.000e-02, eta: 8 days, 0:15:40, time: 6.519, data_time: 3.548, memory: 7136, top1_acc: 0.4562, top5_acc: 0.7086, loss_cls: 2.3610, loss: 2.3610, grad_norm: 5.1877 2021-01-27 06:37:59,097 - mmaction - INFO - Epoch [6][2560/3757] lr: 1.000e-02, eta: 8 days, 0:17:48, time: 2.457, data_time: 0.017, memory: 7136, top1_acc: 0.4828, top5_acc: 0.7180, loss_cls: 2.2914, loss: 2.2914, grad_norm: 5.2157 2021-01-27 06:40:03,510 - mmaction - INFO - Epoch [6][2580/3757] lr: 1.000e-02, eta: 8 days, 0:40:45, time: 6.222, data_time: 0.004, memory: 7136, top1_acc: 0.4602, top5_acc: 0.7203, loss_cls: 2.2998, loss: 2.2998, grad_norm: 5.2551 2021-01-27 06:41:40,363 - mmaction - INFO - Epoch [6][2600/3757] lr: 1.000e-02, eta: 8 days, 0:55:59, time: 4.835, data_time: 0.008, memory: 7136, top1_acc: 0.4383, top5_acc: 0.6984, loss_cls: 2.4077, loss: 2.4077, grad_norm: 5.4942 2021-01-27 06:43:33,564 - mmaction - INFO - Epoch [6][2620/3757] lr: 1.000e-02, eta: 8 days, 1:15:36, time: 5.634, data_time: 0.011, memory: 7136, top1_acc: 0.4492, top5_acc: 0.7031, loss_cls: 2.3993, loss: 2.3993, grad_norm: 5.4025 2021-01-27 06:44:44,908 - mmaction - INFO - Epoch [6][2640/3757] lr: 1.000e-02, eta: 8 days, 1:23:58, time: 3.599, data_time: 0.045, memory: 7136, top1_acc: 0.4453, top5_acc: 0.7008, loss_cls: 2.4540, loss: 2.4540, grad_norm: 5.3408 2021-01-27 06:46:25,863 - mmaction - INFO - Epoch [6][2660/3757] lr: 1.000e-02, eta: 8 days, 1:40:10, time: 5.027, data_time: 0.035, memory: 7136, top1_acc: 0.4664, top5_acc: 0.7070, loss_cls: 2.3424, loss: 2.3424, grad_norm: 5.0523 2021-01-27 06:48:23,131 - mmaction - INFO - Epoch [6][2680/3757] lr: 1.000e-02, eta: 8 days, 2:01:01, time: 5.878, data_time: 0.828, memory: 7136, top1_acc: 0.4500, top5_acc: 0.7023, loss_cls: 2.4308, loss: 2.4308, grad_norm: 5.2537 2021-01-27 06:49:58,671 - mmaction - INFO - Epoch [6][2700/3757] lr: 1.000e-02, eta: 8 days, 2:15:42, time: 4.764, data_time: 0.286, memory: 7136, top1_acc: 0.4586, top5_acc: 0.7234, loss_cls: 2.3047, loss: 2.3047, grad_norm: 5.1898 2021-01-27 06:51:26,625 - mmaction - INFO - Epoch [6][2720/3757] lr: 1.000e-02, eta: 8 days, 2:28:27, time: 4.417, data_time: 1.096, memory: 7136, top1_acc: 0.4672, top5_acc: 0.7148, loss_cls: 2.3024, loss: 2.3024, grad_norm: 5.3643 2021-01-27 06:52:17,738 - mmaction - INFO - Epoch [6][2740/3757] lr: 1.000e-02, eta: 8 days, 2:30:51, time: 2.535, data_time: 0.281, memory: 7136, top1_acc: 0.4727, top5_acc: 0.7281, loss_cls: 2.2581, loss: 2.2581, grad_norm: 5.2641 2021-01-27 06:53:52,326 - mmaction - INFO - Epoch [6][2760/3757] lr: 1.000e-02, eta: 8 days, 2:45:19, time: 4.735, data_time: 1.873, memory: 7136, top1_acc: 0.4594, top5_acc: 0.6961, loss_cls: 2.4335, loss: 2.4335, grad_norm: 5.3314 2021-01-27 06:54:30,815 - mmaction - INFO - Epoch [6][2780/3757] lr: 1.000e-02, eta: 8 days, 2:44:19, time: 1.919, data_time: 0.021, memory: 7136, top1_acc: 0.4609, top5_acc: 0.7070, loss_cls: 2.4156, loss: 2.4156, grad_norm: 5.0977 2021-01-27 06:56:31,131 - mmaction - INFO - Epoch [6][2800/3757] lr: 1.000e-02, eta: 8 days, 3:05:50, time: 6.034, data_time: 1.729, memory: 7136, top1_acc: 0.4484, top5_acc: 0.7086, loss_cls: 2.3939, loss: 2.3939, grad_norm: 5.2688 2021-01-27 06:57:32,777 - mmaction - INFO - Epoch [6][2820/3757] lr: 1.000e-02, eta: 8 days, 3:11:05, time: 3.065, data_time: 0.728, memory: 7136, top1_acc: 0.4695, top5_acc: 0.7164, loss_cls: 2.3165, loss: 2.3165, grad_norm: 5.3538 2021-01-27 06:59:02,029 - mmaction - INFO - Epoch [6][2840/3757] lr: 1.000e-02, eta: 8 days, 3:23:59, time: 4.469, data_time: 2.664, memory: 7136, top1_acc: 0.4594, top5_acc: 0.7078, loss_cls: 2.3520, loss: 2.3520, grad_norm: 5.2783 2021-01-27 07:00:35,040 - mmaction - INFO - Epoch [6][2860/3757] lr: 1.000e-02, eta: 8 days, 3:37:53, time: 4.659, data_time: 2.216, memory: 7136, top1_acc: 0.4539, top5_acc: 0.7016, loss_cls: 2.3713, loss: 2.3713, grad_norm: 5.1760 2021-01-27 07:01:17,952 - mmaction - INFO - Epoch [6][2880/3757] lr: 1.000e-02, eta: 8 days, 3:38:05, time: 2.148, data_time: 0.424, memory: 7136, top1_acc: 0.4523, top5_acc: 0.7180, loss_cls: 2.3382, loss: 2.3382, grad_norm: 5.1153 2021-01-27 07:02:00,230 - mmaction - INFO - Epoch [6][2900/3757] lr: 1.000e-02, eta: 8 days, 3:38:05, time: 2.111, data_time: 0.007, memory: 7136, top1_acc: 0.4484, top5_acc: 0.7070, loss_cls: 2.4002, loss: 2.4002, grad_norm: 5.0701 2021-01-27 07:02:45,476 - mmaction - INFO - Epoch [6][2920/3757] lr: 1.000e-02, eta: 8 days, 3:38:48, time: 2.242, data_time: 0.397, memory: 7136, top1_acc: 0.4398, top5_acc: 0.6945, loss_cls: 2.4153, loss: 2.4153, grad_norm: 5.3151 2021-01-27 07:03:40,204 - mmaction - INFO - Epoch [6][2940/3757] lr: 1.000e-02, eta: 8 days, 3:42:17, time: 2.755, data_time: 0.784, memory: 7136, top1_acc: 0.4570, top5_acc: 0.7305, loss_cls: 2.3290, loss: 2.3290, grad_norm: 5.1447 2021-01-27 07:05:13,343 - mmaction - INFO - Epoch [6][2960/3757] lr: 1.000e-02, eta: 8 days, 3:56:09, time: 4.667, data_time: 2.002, memory: 7136, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.3716, loss: 2.3716, grad_norm: 5.1613 2021-01-27 07:06:04,360 - mmaction - INFO - Epoch [6][2980/3757] lr: 1.000e-02, eta: 8 days, 3:58:22, time: 2.525, data_time: 0.009, memory: 7136, top1_acc: 0.4539, top5_acc: 0.7203, loss_cls: 2.3256, loss: 2.3256, grad_norm: 5.1855 2021-01-27 07:07:22,885 - mmaction - INFO - Epoch [6][3000/3757] lr: 1.000e-02, eta: 8 days, 4:08:09, time: 3.921, data_time: 0.031, memory: 7136, top1_acc: 0.4336, top5_acc: 0.6797, loss_cls: 2.4963, loss: 2.4963, grad_norm: 5.3782 2021-01-27 07:08:39,514 - mmaction - INFO - Epoch [6][3020/3757] lr: 1.000e-02, eta: 8 days, 4:17:32, time: 3.853, data_time: 0.137, memory: 7136, top1_acc: 0.4453, top5_acc: 0.7039, loss_cls: 2.3520, loss: 2.3520, grad_norm: 5.0889 2021-01-27 07:10:00,953 - mmaction - INFO - Epoch [6][3040/3757] lr: 1.000e-02, eta: 8 days, 4:28:05, time: 4.072, data_time: 1.003, memory: 7136, top1_acc: 0.4484, top5_acc: 0.6922, loss_cls: 2.4596, loss: 2.4596, grad_norm: 5.1325 2021-01-27 07:10:38,787 - mmaction - INFO - Epoch [6][3060/3757] lr: 1.000e-02, eta: 8 days, 4:26:52, time: 1.896, data_time: 0.011, memory: 7136, top1_acc: 0.4250, top5_acc: 0.6883, loss_cls: 2.4554, loss: 2.4554, grad_norm: 5.3320 2021-01-27 07:12:00,998 - mmaction - INFO - Epoch [6][3080/3757] lr: 1.000e-02, eta: 8 days, 4:37:37, time: 4.115, data_time: 1.855, memory: 7136, top1_acc: 0.4633, top5_acc: 0.7164, loss_cls: 2.3450, loss: 2.3450, grad_norm: 5.0319 2021-01-27 07:13:15,119 - mmaction - INFO - Epoch [6][3100/3757] lr: 1.000e-02, eta: 8 days, 4:46:08, time: 3.706, data_time: 0.186, memory: 7136, top1_acc: 0.4562, top5_acc: 0.6992, loss_cls: 2.4092, loss: 2.4092, grad_norm: 5.2854 2021-01-27 07:14:00,646 - mmaction - INFO - Epoch [6][3120/3757] lr: 1.000e-02, eta: 8 days, 4:46:50, time: 2.255, data_time: 0.002, memory: 7136, top1_acc: 0.4492, top5_acc: 0.7063, loss_cls: 2.4243, loss: 2.4243, grad_norm: 5.1768 2021-01-27 07:16:21,307 - mmaction - INFO - Epoch [6][3140/3757] lr: 1.000e-02, eta: 8 days, 5:13:17, time: 7.044, data_time: 3.857, memory: 7136, top1_acc: 0.4609, top5_acc: 0.7180, loss_cls: 2.3184, loss: 2.3184, grad_norm: 5.1573 2021-01-27 07:18:27,075 - mmaction - INFO - Epoch [6][3160/3757] lr: 1.000e-02, eta: 8 days, 5:35:40, time: 6.296, data_time: 3.680, memory: 7136, top1_acc: 0.4313, top5_acc: 0.6828, loss_cls: 2.4899, loss: 2.4899, grad_norm: 5.2465 2021-01-27 07:19:18,276 - mmaction - INFO - Epoch [6][3180/3757] lr: 1.000e-02, eta: 8 days, 5:37:52, time: 2.548, data_time: 1.025, memory: 7136, top1_acc: 0.4586, top5_acc: 0.7000, loss_cls: 2.3740, loss: 2.3740, grad_norm: 5.1409 2021-01-27 07:20:52,360 - mmaction - INFO - Epoch [6][3200/3757] lr: 1.000e-02, eta: 8 days, 5:51:42, time: 4.716, data_time: 3.136, memory: 7136, top1_acc: 0.4758, top5_acc: 0.7102, loss_cls: 2.3264, loss: 2.3264, grad_norm: 5.1627 2021-01-27 07:21:53,993 - mmaction - INFO - Epoch [6][3220/3757] lr: 1.000e-02, eta: 8 days, 5:56:46, time: 3.084, data_time: 0.351, memory: 7136, top1_acc: 0.4516, top5_acc: 0.7172, loss_cls: 2.3338, loss: 2.3338, grad_norm: 5.1322 2021-01-27 07:22:51,779 - mmaction - INFO - Epoch [6][3240/3757] lr: 1.000e-02, eta: 8 days, 6:00:45, time: 2.884, data_time: 0.005, memory: 7136, top1_acc: 0.4453, top5_acc: 0.6852, loss_cls: 2.3801, loss: 2.3801, grad_norm: 5.3162 2021-01-27 07:24:20,786 - mmaction - INFO - Epoch [6][3260/3757] lr: 1.000e-02, eta: 8 days, 6:13:03, time: 4.442, data_time: 0.261, memory: 7136, top1_acc: 0.4469, top5_acc: 0.7023, loss_cls: 2.3802, loss: 2.3802, grad_norm: 5.4604 2021-01-27 07:25:32,621 - mmaction - INFO - Epoch [6][3280/3757] lr: 1.000e-02, eta: 8 days, 6:20:47, time: 3.591, data_time: 0.129, memory: 7136, top1_acc: 0.4742, top5_acc: 0.7117, loss_cls: 2.2822, loss: 2.2822, grad_norm: 5.0751 2021-01-27 07:26:52,251 - mmaction - INFO - Epoch [6][3300/3757] lr: 1.000e-02, eta: 8 days, 6:30:37, time: 3.985, data_time: 1.251, memory: 7136, top1_acc: 0.4422, top5_acc: 0.6953, loss_cls: 2.3957, loss: 2.3957, grad_norm: 5.2791 2021-01-27 07:28:39,604 - mmaction - INFO - Epoch [6][3320/3757] lr: 1.000e-02, eta: 8 days, 6:47:46, time: 5.366, data_time: 0.012, memory: 7136, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.3911, loss: 2.3911, grad_norm: 5.2910 2021-01-27 07:29:34,261 - mmaction - INFO - Epoch [6][3340/3757] lr: 1.000e-02, eta: 8 days, 6:50:50, time: 2.727, data_time: 0.853, memory: 7136, top1_acc: 0.4531, top5_acc: 0.7023, loss_cls: 2.3801, loss: 2.3801, grad_norm: 5.1323 2021-01-27 07:31:04,426 - mmaction - INFO - Epoch [6][3360/3757] lr: 1.000e-02, eta: 8 days, 7:03:21, time: 4.503, data_time: 2.390, memory: 7136, top1_acc: 0.4609, top5_acc: 0.7109, loss_cls: 2.3647, loss: 2.3647, grad_norm: 5.2804 2021-01-27 07:32:22,651 - mmaction - INFO - Epoch [6][3380/3757] lr: 1.000e-02, eta: 8 days, 7:12:44, time: 3.919, data_time: 1.119, memory: 7136, top1_acc: 0.4328, top5_acc: 0.6937, loss_cls: 2.4918, loss: 2.4918, grad_norm: 5.2343 2021-01-27 07:33:08,647 - mmaction - INFO - Epoch [6][3400/3757] lr: 1.000e-02, eta: 8 days, 7:13:33, time: 2.307, data_time: 0.042, memory: 7136, top1_acc: 0.4250, top5_acc: 0.6906, loss_cls: 2.4683, loss: 2.4683, grad_norm: 5.1911 2021-01-27 07:34:54,805 - mmaction - INFO - Epoch [6][3420/3757] lr: 1.000e-02, eta: 8 days, 7:30:10, time: 5.287, data_time: 0.015, memory: 7136, top1_acc: 0.4531, top5_acc: 0.6977, loss_cls: 2.4446, loss: 2.4446, grad_norm: 5.0092 2021-01-27 07:35:43,020 - mmaction - INFO - Epoch [6][3440/3757] lr: 1.000e-02, eta: 8 days, 7:31:36, time: 2.432, data_time: 0.598, memory: 7136, top1_acc: 0.4930, top5_acc: 0.7328, loss_cls: 2.2037, loss: 2.2037, grad_norm: 5.2760 2021-01-27 07:37:00,444 - mmaction - INFO - Epoch [6][3460/3757] lr: 1.000e-02, eta: 8 days, 7:40:42, time: 3.877, data_time: 0.010, memory: 7136, top1_acc: 0.4695, top5_acc: 0.7133, loss_cls: 2.3119, loss: 2.3119, grad_norm: 5.4677 2021-01-27 07:37:41,187 - mmaction - INFO - Epoch [6][3480/3757] lr: 1.000e-02, eta: 8 days, 7:40:00, time: 2.030, data_time: 0.172, memory: 7136, top1_acc: 0.4648, top5_acc: 0.7000, loss_cls: 2.3733, loss: 2.3733, grad_norm: 5.3091 2021-01-27 07:39:18,047 - mmaction - INFO - Epoch [6][3500/3757] lr: 1.000e-02, eta: 8 days, 7:54:04, time: 4.823, data_time: 1.146, memory: 7136, top1_acc: 0.4656, top5_acc: 0.7156, loss_cls: 2.3338, loss: 2.3338, grad_norm: 5.1084 2021-01-27 07:40:36,812 - mmaction - INFO - Epoch [6][3520/3757] lr: 1.000e-02, eta: 8 days, 8:03:33, time: 3.961, data_time: 0.964, memory: 7136, top1_acc: 0.4734, top5_acc: 0.7055, loss_cls: 2.3507, loss: 2.3507, grad_norm: 5.2572 2021-01-27 07:42:19,461 - mmaction - INFO - Epoch [6][3540/3757] lr: 1.000e-02, eta: 8 days, 8:19:07, time: 5.118, data_time: 0.729, memory: 7136, top1_acc: 0.4516, top5_acc: 0.7039, loss_cls: 2.4400, loss: 2.4400, grad_norm: 5.3750 2021-01-27 07:43:52,671 - mmaction - INFO - Epoch [6][3560/3757] lr: 1.000e-02, eta: 8 days, 8:32:22, time: 4.681, data_time: 1.129, memory: 7136, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.3935, loss: 2.3935, grad_norm: 5.3002 2021-01-27 07:44:40,639 - mmaction - INFO - Epoch [6][3580/3757] lr: 1.000e-02, eta: 8 days, 8:33:22, time: 2.365, data_time: 0.030, memory: 7136, top1_acc: 0.4586, top5_acc: 0.7023, loss_cls: 2.3543, loss: 2.3543, grad_norm: 5.2845 2021-01-27 07:46:21,094 - mmaction - INFO - Epoch [6][3600/3757] lr: 1.000e-02, eta: 8 days, 8:48:28, time: 5.043, data_time: 2.319, memory: 7136, top1_acc: 0.4336, top5_acc: 0.6875, loss_cls: 2.4455, loss: 2.4455, grad_norm: 5.4131 2021-01-27 07:48:16,867 - mmaction - INFO - Epoch [6][3620/3757] lr: 1.000e-02, eta: 8 days, 9:07:22, time: 5.772, data_time: 4.201, memory: 7136, top1_acc: 0.4539, top5_acc: 0.7039, loss_cls: 2.3342, loss: 2.3342, grad_norm: 5.0338 2021-01-27 07:49:37,121 - mmaction - INFO - Epoch [6][3640/3757] lr: 1.000e-02, eta: 8 days, 9:17:00, time: 4.014, data_time: 2.494, memory: 7136, top1_acc: 0.4406, top5_acc: 0.6930, loss_cls: 2.4086, loss: 2.4086, grad_norm: 5.2523 2021-01-27 07:50:36,104 - mmaction - INFO - Epoch [6][3660/3757] lr: 1.000e-02, eta: 8 days, 9:21:11, time: 2.978, data_time: 1.077, memory: 7136, top1_acc: 0.4500, top5_acc: 0.6758, loss_cls: 2.4455, loss: 2.4455, grad_norm: 5.1695 2021-01-27 07:52:22,187 - mmaction - INFO - Epoch [6][3680/3757] lr: 1.000e-02, eta: 8 days, 9:37:33, time: 5.304, data_time: 1.315, memory: 7136, top1_acc: 0.4703, top5_acc: 0.7156, loss_cls: 2.3152, loss: 2.3152, grad_norm: 5.2259 2021-01-27 07:53:02,255 - mmaction - INFO - Epoch [6][3700/3757] lr: 1.000e-02, eta: 8 days, 9:36:27, time: 1.976, data_time: 0.007, memory: 7136, top1_acc: 0.4547, top5_acc: 0.7164, loss_cls: 2.3256, loss: 2.3256, grad_norm: 5.1523 2021-01-27 07:54:09,540 - mmaction - INFO - Epoch [6][3720/3757] lr: 1.000e-02, eta: 8 days, 9:42:38, time: 3.369, data_time: 0.260, memory: 7136, top1_acc: 0.4289, top5_acc: 0.6758, loss_cls: 2.5856, loss: 2.5856, grad_norm: 5.3058 2021-01-27 07:54:45,753 - mmaction - INFO - Epoch [6][3740/3757] lr: 1.000e-02, eta: 8 days, 9:40:46, time: 1.829, data_time: 0.203, memory: 7136, top1_acc: 0.4516, top5_acc: 0.7141, loss_cls: 2.3383, loss: 2.3383, grad_norm: 5.1199 2021-01-27 07:55:33,037 - mmaction - INFO - Saving checkpoint at 6 epochs 2021-01-27 13:17:47,768 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-27 13:17:49,328 - mmaction - INFO - top1_acc 0.5434 top5_acc 0.7955 2021-01-27 13:17:49,329 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-27 13:17:49,402 - mmaction - INFO - mean_acc 0.5433 2021-01-27 13:17:49,451 - mmaction - INFO - Now best checkpoint is epoch_6.pth 2021-01-27 13:17:49,536 - mmaction - INFO - Epoch(val) [6][3757] top1_acc: 0.5434, top5_acc: 0.7955, mean_class_accuracy: 0.5433 2021-01-27 13:21:28,280 - mmaction - INFO - Epoch [7][20/3757] lr: 1.000e-02, eta: 8 days, 10:16:24, time: 10.875, data_time: 9.188, memory: 7136, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2629, loss: 2.2629, grad_norm: 5.1253 2021-01-27 13:21:56,300 - mmaction - INFO - Epoch [7][40/3757] lr: 1.000e-02, eta: 8 days, 10:12:24, time: 1.428, data_time: 0.032, memory: 7136, top1_acc: 0.4469, top5_acc: 0.6813, loss_cls: 2.4356, loss: 2.4356, grad_norm: 4.9748 2021-01-27 13:22:24,704 - mmaction - INFO - Epoch [7][60/3757] lr: 1.000e-02, eta: 8 days, 10:08:20, time: 1.414, data_time: 0.001, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7219, loss_cls: 2.2417, loss: 2.2417, grad_norm: 5.0149 2021-01-27 13:22:52,371 - mmaction - INFO - Epoch [7][80/3757] lr: 1.000e-02, eta: 8 days, 10:04:07, time: 1.382, data_time: 0.010, memory: 7136, top1_acc: 0.4906, top5_acc: 0.7422, loss_cls: 2.2377, loss: 2.2377, grad_norm: 5.3645 2021-01-27 13:23:18,478 - mmaction - INFO - Epoch [7][100/3757] lr: 1.000e-02, eta: 8 days, 9:59:27, time: 1.294, data_time: 0.013, memory: 7136, top1_acc: 0.4516, top5_acc: 0.7055, loss_cls: 2.3922, loss: 2.3922, grad_norm: 5.4274 2021-01-27 13:23:53,988 - mmaction - INFO - Epoch [7][120/3757] lr: 1.000e-02, eta: 8 days, 9:57:22, time: 1.790, data_time: 0.028, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7117, loss_cls: 2.3074, loss: 2.3074, grad_norm: 5.1469 2021-01-27 13:24:20,256 - mmaction - INFO - Epoch [7][140/3757] lr: 1.000e-02, eta: 8 days, 9:52:46, time: 1.307, data_time: 0.007, memory: 7136, top1_acc: 0.4820, top5_acc: 0.7133, loss_cls: 2.2919, loss: 2.2919, grad_norm: 5.2302 2021-01-27 13:24:47,034 - mmaction - INFO - Epoch [7][160/3757] lr: 1.000e-02, eta: 8 days, 9:48:18, time: 1.329, data_time: 0.016, memory: 7136, top1_acc: 0.4820, top5_acc: 0.7203, loss_cls: 2.3040, loss: 2.3040, grad_norm: 5.1752 2021-01-27 13:25:18,519 - mmaction - INFO - Epoch [7][180/3757] lr: 1.000e-02, eta: 8 days, 9:45:13, time: 1.594, data_time: 0.026, memory: 7136, top1_acc: 0.4781, top5_acc: 0.7320, loss_cls: 2.2552, loss: 2.2552, grad_norm: 5.0542 2021-01-27 13:25:53,107 - mmaction - INFO - Epoch [7][200/3757] lr: 1.000e-02, eta: 8 days, 9:42:43, time: 1.706, data_time: 0.005, memory: 7136, top1_acc: 0.4609, top5_acc: 0.6953, loss_cls: 2.3651, loss: 2.3651, grad_norm: 5.3349 2021-01-27 13:26:31,948 - mmaction - INFO - Epoch [7][220/3757] lr: 1.000e-02, eta: 8 days, 9:41:23, time: 1.934, data_time: 0.031, memory: 7136, top1_acc: 0.4609, top5_acc: 0.6914, loss_cls: 2.4106, loss: 2.4106, grad_norm: 5.1670 2021-01-27 13:26:58,196 - mmaction - INFO - Epoch [7][240/3757] lr: 1.000e-02, eta: 8 days, 9:36:59, time: 1.338, data_time: 0.037, memory: 7136, top1_acc: 0.4633, top5_acc: 0.7258, loss_cls: 2.3418, loss: 2.3418, grad_norm: 5.0669 2021-01-27 13:27:21,063 - mmaction - INFO - Epoch [7][260/3757] lr: 1.000e-02, eta: 8 days, 9:31:36, time: 1.145, data_time: 0.011, memory: 7136, top1_acc: 0.4828, top5_acc: 0.7008, loss_cls: 2.3407, loss: 2.3407, grad_norm: 5.1516 2021-01-27 13:27:49,320 - mmaction - INFO - Epoch [7][280/3757] lr: 1.000e-02, eta: 8 days, 9:27:31, time: 1.396, data_time: 0.007, memory: 7136, top1_acc: 0.4633, top5_acc: 0.7266, loss_cls: 2.3139, loss: 2.3139, grad_norm: 5.2812 2021-01-27 13:28:20,784 - mmaction - INFO - Epoch [7][300/3757] lr: 1.000e-02, eta: 8 days, 9:24:27, time: 1.593, data_time: 0.024, memory: 7136, top1_acc: 0.4695, top5_acc: 0.7086, loss_cls: 2.3810, loss: 2.3810, grad_norm: 5.2185 2021-01-27 13:29:02,350 - mmaction - INFO - Epoch [7][320/3757] lr: 1.000e-02, eta: 8 days, 9:23:52, time: 2.076, data_time: 0.006, memory: 7136, top1_acc: 0.4484, top5_acc: 0.6914, loss_cls: 2.3901, loss: 2.3901, grad_norm: 5.0741 2021-01-27 13:29:32,197 - mmaction - INFO - Epoch [7][340/3757] lr: 1.000e-02, eta: 8 days, 9:20:10, time: 1.467, data_time: 0.015, memory: 7136, top1_acc: 0.4750, top5_acc: 0.7234, loss_cls: 2.2904, loss: 2.2904, grad_norm: 5.1491 2021-01-27 13:30:07,124 - mmaction - INFO - Epoch [7][360/3757] lr: 1.000e-02, eta: 8 days, 9:18:02, time: 1.772, data_time: 0.032, memory: 7136, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.1845, loss: 2.1845, grad_norm: 5.1193 2021-01-27 13:32:14,019 - mmaction - INFO - Epoch [7][380/3757] lr: 1.000e-02, eta: 8 days, 9:39:23, time: 6.349, data_time: 0.020, memory: 7136, top1_acc: 0.4797, top5_acc: 0.7234, loss_cls: 2.3055, loss: 2.3055, grad_norm: 5.4132 2021-01-27 13:33:06,993 - mmaction - INFO - Epoch [7][400/3757] lr: 1.000e-02, eta: 8 days, 9:41:43, time: 2.647, data_time: 0.002, memory: 7136, top1_acc: 0.4500, top5_acc: 0.7117, loss_cls: 2.3758, loss: 2.3758, grad_norm: 5.2107 2021-01-27 13:33:34,216 - mmaction - INFO - Epoch [7][420/3757] lr: 1.000e-02, eta: 8 days, 9:37:20, time: 1.336, data_time: 0.004, memory: 7136, top1_acc: 0.4484, top5_acc: 0.7047, loss_cls: 2.3893, loss: 2.3893, grad_norm: 5.6101 2021-01-27 13:34:00,234 - mmaction - INFO - Epoch [7][440/3757] lr: 1.000e-02, eta: 8 days, 9:32:50, time: 1.312, data_time: 0.030, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7453, loss_cls: 2.1988, loss: 2.1988, grad_norm: 5.2412 2021-01-27 13:34:39,001 - mmaction - INFO - Epoch [7][460/3757] lr: 1.000e-02, eta: 8 days, 9:31:36, time: 1.951, data_time: 0.031, memory: 7136, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.3354, loss: 2.3354, grad_norm: 5.4756 2021-01-27 13:35:03,262 - mmaction - INFO - Epoch [7][480/3757] lr: 1.000e-02, eta: 8 days, 9:26:33, time: 1.201, data_time: 0.008, memory: 7136, top1_acc: 0.4781, top5_acc: 0.7180, loss_cls: 2.2923, loss: 2.2923, grad_norm: 5.2249 2021-01-27 13:35:31,197 - mmaction - INFO - Epoch [7][500/3757] lr: 1.000e-02, eta: 8 days, 9:22:31, time: 1.402, data_time: 0.016, memory: 7136, top1_acc: 0.4648, top5_acc: 0.7164, loss_cls: 2.3047, loss: 2.3047, grad_norm: 5.3464 2021-01-27 13:36:00,268 - mmaction - INFO - Epoch [7][520/3757] lr: 1.000e-02, eta: 8 days, 9:18:47, time: 1.455, data_time: 0.011, memory: 7136, top1_acc: 0.4859, top5_acc: 0.7266, loss_cls: 2.2301, loss: 2.2301, grad_norm: 5.2026 2021-01-27 13:36:23,287 - mmaction - INFO - Epoch [7][540/3757] lr: 1.000e-02, eta: 8 days, 9:13:26, time: 1.140, data_time: 0.010, memory: 7136, top1_acc: 0.4867, top5_acc: 0.7273, loss_cls: 2.2047, loss: 2.2047, grad_norm: 5.3570 2021-01-27 13:36:57,781 - mmaction - INFO - Epoch [7][560/3757] lr: 1.000e-02, eta: 8 days, 9:11:07, time: 1.734, data_time: 0.022, memory: 7136, top1_acc: 0.4594, top5_acc: 0.7117, loss_cls: 2.3194, loss: 2.3194, grad_norm: 5.1930 2021-01-27 13:37:22,434 - mmaction - INFO - Epoch [7][580/3757] lr: 1.000e-02, eta: 8 days, 9:06:15, time: 1.231, data_time: 0.012, memory: 7136, top1_acc: 0.4711, top5_acc: 0.7148, loss_cls: 2.3059, loss: 2.3059, grad_norm: 5.2397 2021-01-27 13:37:52,963 - mmaction - INFO - Epoch [7][600/3757] lr: 1.000e-02, eta: 8 days, 9:02:50, time: 1.515, data_time: 0.013, memory: 7136, top1_acc: 0.4625, top5_acc: 0.7148, loss_cls: 2.3138, loss: 2.3138, grad_norm: 5.2244 2021-01-27 13:38:19,657 - mmaction - INFO - Epoch [7][620/3757] lr: 1.000e-02, eta: 8 days, 8:58:36, time: 1.353, data_time: 0.024, memory: 7136, top1_acc: 0.4750, top5_acc: 0.7141, loss_cls: 2.2974, loss: 2.2974, grad_norm: 5.3443 2021-01-27 13:38:58,976 - mmaction - INFO - Epoch [7][640/3757] lr: 1.000e-02, eta: 8 days, 8:57:24, time: 1.950, data_time: 0.006, memory: 7136, top1_acc: 0.4602, top5_acc: 0.7125, loss_cls: 2.4089, loss: 2.4089, grad_norm: 5.5372 2021-01-27 13:39:25,778 - mmaction - INFO - Epoch [7][660/3757] lr: 1.000e-02, eta: 8 days, 8:53:10, time: 1.353, data_time: 0.024, memory: 7136, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3682, loss: 2.3682, grad_norm: 5.3922 2021-01-27 13:40:02,174 - mmaction - INFO - Epoch [7][680/3757] lr: 1.000e-02, eta: 8 days, 8:51:21, time: 1.827, data_time: 0.009, memory: 7136, top1_acc: 0.4578, top5_acc: 0.7242, loss_cls: 2.3112, loss: 2.3112, grad_norm: 5.1734 2021-01-27 13:40:27,382 - mmaction - INFO - Epoch [7][700/3757] lr: 1.000e-02, eta: 8 days, 8:46:37, time: 1.252, data_time: 0.003, memory: 7136, top1_acc: 0.4703, top5_acc: 0.7242, loss_cls: 2.3424, loss: 2.3424, grad_norm: 5.4025 2021-01-27 13:40:51,773 - mmaction - INFO - Epoch [7][720/3757] lr: 1.000e-02, eta: 8 days, 8:41:46, time: 1.224, data_time: 0.010, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7430, loss_cls: 2.1731, loss: 2.1731, grad_norm: 5.3137 2021-01-27 13:41:23,511 - mmaction - INFO - Epoch [7][740/3757] lr: 1.000e-02, eta: 8 days, 8:38:40, time: 1.573, data_time: 0.008, memory: 7136, top1_acc: 0.4664, top5_acc: 0.7266, loss_cls: 2.3305, loss: 2.3305, grad_norm: 5.3457 2021-01-27 13:42:00,760 - mmaction - INFO - Epoch [7][760/3757] lr: 1.000e-02, eta: 8 days, 8:37:02, time: 1.861, data_time: 0.022, memory: 7136, top1_acc: 0.4609, top5_acc: 0.7172, loss_cls: 2.3074, loss: 2.3074, grad_norm: 5.1482 2021-01-27 13:42:29,359 - mmaction - INFO - Epoch [7][780/3757] lr: 1.000e-02, eta: 8 days, 8:33:18, time: 1.442, data_time: 0.023, memory: 7136, top1_acc: 0.4477, top5_acc: 0.7117, loss_cls: 2.3653, loss: 2.3653, grad_norm: 5.3780 2021-01-27 13:43:02,455 - mmaction - INFO - Epoch [7][800/3757] lr: 1.000e-02, eta: 8 days, 8:30:36, time: 1.650, data_time: 0.008, memory: 7136, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.3098, loss: 2.3098, grad_norm: 5.3699 2021-01-27 13:43:25,544 - mmaction - INFO - Epoch [7][820/3757] lr: 1.000e-02, eta: 8 days, 8:25:28, time: 1.162, data_time: 0.014, memory: 7136, top1_acc: 0.4617, top5_acc: 0.7172, loss_cls: 2.3241, loss: 2.3241, grad_norm: 5.1940 2021-01-27 13:43:47,292 - mmaction - INFO - Epoch [7][840/3757] lr: 1.000e-02, eta: 8 days, 8:19:59, time: 1.091, data_time: 0.006, memory: 7136, top1_acc: 0.4641, top5_acc: 0.7133, loss_cls: 2.4004, loss: 2.4004, grad_norm: 5.2042 2021-01-27 13:44:21,613 - mmaction - INFO - Epoch [7][860/3757] lr: 1.000e-02, eta: 8 days, 8:17:32, time: 1.696, data_time: 0.004, memory: 7136, top1_acc: 0.4562, top5_acc: 0.7086, loss_cls: 2.3654, loss: 2.3654, grad_norm: 5.3413 2021-01-27 13:44:57,639 - mmaction - INFO - Epoch [7][880/3757] lr: 1.000e-02, eta: 8 days, 8:15:41, time: 1.815, data_time: 0.024, memory: 7136, top1_acc: 0.4461, top5_acc: 0.7102, loss_cls: 2.3301, loss: 2.3301, grad_norm: 5.2752 2021-01-27 13:45:28,659 - mmaction - INFO - Epoch [7][900/3757] lr: 1.000e-02, eta: 8 days, 8:12:32, time: 1.553, data_time: 0.009, memory: 7136, top1_acc: 0.4469, top5_acc: 0.7078, loss_cls: 2.3535, loss: 2.3535, grad_norm: 5.2816 2021-01-27 13:45:56,737 - mmaction - INFO - Epoch [7][920/3757] lr: 1.000e-02, eta: 8 days, 8:08:38, time: 1.402, data_time: 0.009, memory: 7136, top1_acc: 0.4648, top5_acc: 0.7141, loss_cls: 2.3150, loss: 2.3150, grad_norm: 5.0900 2021-01-27 13:46:28,623 - mmaction - INFO - Epoch [7][940/3757] lr: 1.000e-02, eta: 8 days, 8:05:42, time: 1.597, data_time: 0.014, memory: 7136, top1_acc: 0.4695, top5_acc: 0.7109, loss_cls: 2.2934, loss: 2.2934, grad_norm: 5.1207 2021-01-27 13:47:04,810 - mmaction - INFO - Epoch [7][960/3757] lr: 1.000e-02, eta: 8 days, 8:03:48, time: 1.799, data_time: 0.015, memory: 7136, top1_acc: 0.4742, top5_acc: 0.7219, loss_cls: 2.2396, loss: 2.2396, grad_norm: 5.2378 2021-01-27 13:47:42,400 - mmaction - INFO - Epoch [7][980/3757] lr: 1.000e-02, eta: 8 days, 8:02:21, time: 1.892, data_time: 0.016, memory: 7136, top1_acc: 0.4727, top5_acc: 0.7156, loss_cls: 2.3029, loss: 2.3029, grad_norm: 5.1222 2021-01-27 13:48:08,225 - mmaction - INFO - Epoch [7][1000/3757] lr: 1.000e-02, eta: 8 days, 7:57:51, time: 1.280, data_time: 0.005, memory: 7136, top1_acc: 0.4594, top5_acc: 0.7172, loss_cls: 2.3190, loss: 2.3190, grad_norm: 5.0723 2021-01-27 13:48:43,390 - mmaction - INFO - Epoch [7][1020/3757] lr: 1.000e-02, eta: 8 days, 7:55:43, time: 1.752, data_time: 0.131, memory: 7136, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3096, loss: 2.3096, grad_norm: 5.2545 2021-01-27 13:49:28,517 - mmaction - INFO - Epoch [7][1040/3757] lr: 1.000e-02, eta: 8 days, 7:56:04, time: 2.249, data_time: 0.023, memory: 7136, top1_acc: 0.4422, top5_acc: 0.7125, loss_cls: 2.3580, loss: 2.3580, grad_norm: 5.4109 2021-01-27 13:50:02,660 - mmaction - INFO - Epoch [7][1060/3757] lr: 1.000e-02, eta: 8 days, 7:53:47, time: 1.724, data_time: 0.405, memory: 7136, top1_acc: 0.4656, top5_acc: 0.7273, loss_cls: 2.3158, loss: 2.3158, grad_norm: 5.2721 2021-01-27 13:50:33,370 - mmaction - INFO - Epoch [7][1080/3757] lr: 1.000e-02, eta: 8 days, 7:50:33, time: 1.530, data_time: 0.176, memory: 7136, top1_acc: 0.4742, top5_acc: 0.7336, loss_cls: 2.2522, loss: 2.2522, grad_norm: 5.3029 2021-01-27 13:51:02,128 - mmaction - INFO - Epoch [7][1100/3757] lr: 1.000e-02, eta: 8 days, 7:46:55, time: 1.447, data_time: 0.017, memory: 7136, top1_acc: 0.4695, top5_acc: 0.7344, loss_cls: 2.2624, loss: 2.2624, grad_norm: 5.1407 2021-01-27 13:51:42,182 - mmaction - INFO - Epoch [7][1120/3757] lr: 1.000e-02, eta: 8 days, 7:46:00, time: 1.995, data_time: 0.010, memory: 7136, top1_acc: 0.4555, top5_acc: 0.6898, loss_cls: 2.3368, loss: 2.3368, grad_norm: 5.2936 2021-01-27 13:52:09,631 - mmaction - INFO - Epoch [7][1140/3757] lr: 1.000e-02, eta: 8 days, 7:42:02, time: 1.379, data_time: 0.019, memory: 7136, top1_acc: 0.4664, top5_acc: 0.7258, loss_cls: 2.2435, loss: 2.2435, grad_norm: 5.3847 2021-01-27 13:52:38,260 - mmaction - INFO - Epoch [7][1160/3757] lr: 1.000e-02, eta: 8 days, 7:38:21, time: 1.438, data_time: 0.034, memory: 7136, top1_acc: 0.4773, top5_acc: 0.7242, loss_cls: 2.2337, loss: 2.2337, grad_norm: 5.2898 2021-01-27 13:53:06,826 - mmaction - INFO - Epoch [7][1180/3757] lr: 1.000e-02, eta: 8 days, 7:34:33, time: 1.411, data_time: 0.003, memory: 7136, top1_acc: 0.4680, top5_acc: 0.7188, loss_cls: 2.3074, loss: 2.3074, grad_norm: 5.2698 2021-01-27 13:53:37,138 - mmaction - INFO - Epoch [7][1200/3757] lr: 1.000e-02, eta: 8 days, 7:31:20, time: 1.527, data_time: 0.019, memory: 7136, top1_acc: 0.4648, top5_acc: 0.7141, loss_cls: 2.3061, loss: 2.3061, grad_norm: 5.1546 2021-01-27 13:54:11,982 - mmaction - INFO - Epoch [7][1220/3757] lr: 1.000e-02, eta: 8 days, 7:29:10, time: 1.740, data_time: 0.008, memory: 7136, top1_acc: 0.4586, top5_acc: 0.7195, loss_cls: 2.2910, loss: 2.2910, grad_norm: 5.3716 2021-01-27 13:54:39,230 - mmaction - INFO - Epoch [7][1240/3757] lr: 1.000e-02, eta: 8 days, 7:25:08, time: 1.363, data_time: 0.010, memory: 7136, top1_acc: 0.4516, top5_acc: 0.7063, loss_cls: 2.3748, loss: 2.3748, grad_norm: 5.1195 2021-01-27 13:55:07,343 - mmaction - INFO - Epoch [7][1260/3757] lr: 1.000e-02, eta: 8 days, 7:21:18, time: 1.398, data_time: 0.011, memory: 7136, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.2455, loss: 2.2455, grad_norm: 5.2880 2021-01-27 13:55:36,214 - mmaction - INFO - Epoch [7][1280/3757] lr: 1.000e-02, eta: 8 days, 7:17:37, time: 1.430, data_time: 0.016, memory: 7136, top1_acc: 0.4625, top5_acc: 0.7117, loss_cls: 2.2778, loss: 2.2778, grad_norm: 5.2136 2021-01-27 13:56:04,650 - mmaction - INFO - Epoch [7][1300/3757] lr: 1.000e-02, eta: 8 days, 7:14:00, time: 1.440, data_time: 0.038, memory: 7136, top1_acc: 0.4578, top5_acc: 0.7063, loss_cls: 2.3800, loss: 2.3800, grad_norm: 5.2807 2021-01-27 13:56:31,339 - mmaction - INFO - Epoch [7][1320/3757] lr: 1.000e-02, eta: 8 days, 7:09:51, time: 1.335, data_time: 0.017, memory: 7136, top1_acc: 0.4664, top5_acc: 0.7148, loss_cls: 2.3492, loss: 2.3492, grad_norm: 5.0979 2021-01-27 13:56:57,570 - mmaction - INFO - Epoch [7][1340/3757] lr: 1.000e-02, eta: 8 days, 7:05:39, time: 1.318, data_time: 0.011, memory: 7136, top1_acc: 0.4664, top5_acc: 0.7117, loss_cls: 2.3492, loss: 2.3492, grad_norm: 5.3809 2021-01-27 13:57:22,752 - mmaction - INFO - Epoch [7][1360/3757] lr: 1.000e-02, eta: 8 days, 7:01:07, time: 1.253, data_time: 0.005, memory: 7136, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.3171, loss: 2.3171, grad_norm: 5.3468 2021-01-27 13:57:58,174 - mmaction - INFO - Epoch [7][1380/3757] lr: 1.000e-02, eta: 8 days, 6:59:09, time: 1.775, data_time: 0.009, memory: 7136, top1_acc: 0.4555, top5_acc: 0.7055, loss_cls: 2.3488, loss: 2.3488, grad_norm: 5.1821 2021-01-27 13:58:30,936 - mmaction - INFO - Epoch [7][1400/3757] lr: 1.000e-02, eta: 8 days, 6:56:31, time: 1.634, data_time: 0.006, memory: 7136, top1_acc: 0.4820, top5_acc: 0.7273, loss_cls: 2.3135, loss: 2.3135, grad_norm: 5.2440 2021-01-27 13:58:58,683 - mmaction - INFO - Epoch [7][1420/3757] lr: 1.000e-02, eta: 8 days, 6:52:36, time: 1.375, data_time: 0.010, memory: 7136, top1_acc: 0.4648, top5_acc: 0.7156, loss_cls: 2.3232, loss: 2.3232, grad_norm: 5.2022 2021-01-27 13:59:28,722 - mmaction - INFO - Epoch [7][1440/3757] lr: 1.000e-02, eta: 8 days, 6:49:21, time: 1.512, data_time: 0.023, memory: 7136, top1_acc: 0.4477, top5_acc: 0.7039, loss_cls: 2.4168, loss: 2.4168, grad_norm: 5.0780 2021-01-27 13:59:56,137 - mmaction - INFO - Epoch [7][1460/3757] lr: 1.000e-02, eta: 8 days, 6:45:27, time: 1.375, data_time: 0.010, memory: 7136, top1_acc: 0.4891, top5_acc: 0.7211, loss_cls: 2.2955, loss: 2.2955, grad_norm: 5.1428 2021-01-27 14:00:31,248 - mmaction - INFO - Epoch [7][1480/3757] lr: 1.000e-02, eta: 8 days, 6:43:19, time: 1.736, data_time: 0.008, memory: 7136, top1_acc: 0.4586, top5_acc: 0.7156, loss_cls: 2.3743, loss: 2.3743, grad_norm: 5.2215 2021-01-27 14:01:16,412 - mmaction - INFO - Epoch [7][1500/3757] lr: 1.000e-02, eta: 8 days, 6:43:51, time: 2.280, data_time: 0.030, memory: 7136, top1_acc: 0.4789, top5_acc: 0.7141, loss_cls: 2.3227, loss: 2.3227, grad_norm: 5.3226 2021-01-27 14:01:52,361 - mmaction - INFO - Epoch [7][1520/3757] lr: 1.000e-02, eta: 8 days, 6:41:59, time: 1.791, data_time: 0.006, memory: 7136, top1_acc: 0.4281, top5_acc: 0.6875, loss_cls: 2.4278, loss: 2.4278, grad_norm: 5.3007 2021-01-27 14:02:23,743 - mmaction - INFO - Epoch [7][1540/3757] lr: 1.000e-02, eta: 8 days, 6:39:02, time: 1.570, data_time: 0.117, memory: 7136, top1_acc: 0.4758, top5_acc: 0.7312, loss_cls: 2.2234, loss: 2.2234, grad_norm: 5.2453 2021-01-27 14:02:58,945 - mmaction - INFO - Epoch [7][1560/3757] lr: 1.000e-02, eta: 8 days, 6:36:58, time: 1.747, data_time: 0.013, memory: 7136, top1_acc: 0.4492, top5_acc: 0.7125, loss_cls: 2.3832, loss: 2.3832, grad_norm: 5.3439 2021-01-27 14:03:31,722 - mmaction - INFO - Epoch [7][1580/3757] lr: 1.000e-02, eta: 8 days, 6:34:23, time: 1.641, data_time: 0.026, memory: 7136, top1_acc: 0.4805, top5_acc: 0.7156, loss_cls: 2.2908, loss: 2.2908, grad_norm: 4.8776 2021-01-27 14:03:57,719 - mmaction - INFO - Epoch [7][1600/3757] lr: 1.000e-02, eta: 8 days, 6:30:13, time: 1.316, data_time: 0.020, memory: 7136, top1_acc: 0.4773, top5_acc: 0.7156, loss_cls: 2.2606, loss: 2.2606, grad_norm: 5.0430 2021-01-27 14:04:28,005 - mmaction - INFO - Epoch [7][1620/3757] lr: 1.000e-02, eta: 8 days, 6:27:00, time: 1.506, data_time: 0.009, memory: 7136, top1_acc: 0.4633, top5_acc: 0.7102, loss_cls: 2.3213, loss: 2.3213, grad_norm: 5.2512 2021-01-27 14:05:05,137 - mmaction - INFO - Epoch [7][1640/3757] lr: 1.000e-02, eta: 8 days, 6:25:22, time: 1.838, data_time: 0.015, memory: 7136, top1_acc: 0.4422, top5_acc: 0.7063, loss_cls: 2.3954, loss: 2.3954, grad_norm: 5.1181 2021-01-27 14:05:48,316 - mmaction - INFO - Epoch [7][1660/3757] lr: 1.000e-02, eta: 8 days, 6:25:17, time: 2.153, data_time: 0.651, memory: 7136, top1_acc: 0.4539, top5_acc: 0.7086, loss_cls: 2.3362, loss: 2.3362, grad_norm: 5.2302 2021-01-27 14:06:20,347 - mmaction - INFO - Epoch [7][1680/3757] lr: 1.000e-02, eta: 8 days, 6:22:38, time: 1.626, data_time: 0.053, memory: 7136, top1_acc: 0.4742, top5_acc: 0.7242, loss_cls: 2.2705, loss: 2.2705, grad_norm: 5.4902 2021-01-27 14:06:51,693 - mmaction - INFO - Epoch [7][1700/3757] lr: 1.000e-02, eta: 8 days, 6:19:43, time: 1.566, data_time: 0.013, memory: 7136, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.4253, loss: 2.4253, grad_norm: 5.2909 2021-01-27 14:07:26,196 - mmaction - INFO - Epoch [7][1720/3757] lr: 1.000e-02, eta: 8 days, 6:17:31, time: 1.716, data_time: 0.165, memory: 7136, top1_acc: 0.4539, top5_acc: 0.7094, loss_cls: 2.4039, loss: 2.4039, grad_norm: 5.5004 2021-01-27 14:08:04,935 - mmaction - INFO - Epoch [7][1740/3757] lr: 1.000e-02, eta: 8 days, 6:16:27, time: 1.953, data_time: 0.029, memory: 7136, top1_acc: 0.4758, top5_acc: 0.7344, loss_cls: 2.2416, loss: 2.2416, grad_norm: 5.1899 2021-01-27 14:08:36,051 - mmaction - INFO - Epoch [7][1760/3757] lr: 1.000e-02, eta: 8 days, 6:13:24, time: 1.537, data_time: 0.009, memory: 7136, top1_acc: 0.4547, top5_acc: 0.7203, loss_cls: 2.3037, loss: 2.3037, grad_norm: 5.3772 2021-01-27 14:09:07,616 - mmaction - INFO - Epoch [7][1780/3757] lr: 1.000e-02, eta: 8 days, 6:10:38, time: 1.599, data_time: 0.055, memory: 7136, top1_acc: 0.4539, top5_acc: 0.7070, loss_cls: 2.4211, loss: 2.4211, grad_norm: 5.1296 2021-01-27 14:09:47,160 - mmaction - INFO - Epoch [7][1800/3757] lr: 1.000e-02, eta: 8 days, 6:09:42, time: 1.975, data_time: 0.005, memory: 7136, top1_acc: 0.4688, top5_acc: 0.7266, loss_cls: 2.2946, loss: 2.2946, grad_norm: 5.1905 2021-01-27 14:10:20,024 - mmaction - INFO - Epoch [7][1820/3757] lr: 1.000e-02, eta: 8 days, 6:06:58, time: 1.603, data_time: 0.009, memory: 7136, top1_acc: 0.4703, top5_acc: 0.7188, loss_cls: 2.2542, loss: 2.2542, grad_norm: 5.2707 2021-01-27 14:11:00,260 - mmaction - INFO - Epoch [7][1840/3757] lr: 1.000e-02, eta: 8 days, 6:06:20, time: 2.040, data_time: 0.051, memory: 7136, top1_acc: 0.4797, top5_acc: 0.7289, loss_cls: 2.2689, loss: 2.2689, grad_norm: 5.1196 2021-01-27 14:11:40,733 - mmaction - INFO - Epoch [7][1860/3757] lr: 1.000e-02, eta: 8 days, 6:05:35, time: 2.015, data_time: 0.031, memory: 7136, top1_acc: 0.4594, top5_acc: 0.7195, loss_cls: 2.3547, loss: 2.3547, grad_norm: 5.2947 2021-01-27 14:12:22,994 - mmaction - INFO - Epoch [7][1880/3757] lr: 1.000e-02, eta: 8 days, 6:05:24, time: 2.133, data_time: 0.097, memory: 7136, top1_acc: 0.4445, top5_acc: 0.7188, loss_cls: 2.3132, loss: 2.3132, grad_norm: 5.3751 2021-01-27 14:12:54,174 - mmaction - INFO - Epoch [7][1900/3757] lr: 1.000e-02, eta: 8 days, 6:02:26, time: 1.551, data_time: 0.016, memory: 7136, top1_acc: 0.4547, top5_acc: 0.6906, loss_cls: 2.4212, loss: 2.4212, grad_norm: 5.2880 2021-01-27 14:13:32,903 - mmaction - INFO - Epoch [7][1920/3757] lr: 1.000e-02, eta: 8 days, 6:01:23, time: 1.951, data_time: 0.017, memory: 7136, top1_acc: 0.4578, top5_acc: 0.7109, loss_cls: 2.3323, loss: 2.3323, grad_norm: 5.0414 2021-01-27 14:14:07,162 - mmaction - INFO - Epoch [7][1940/3757] lr: 1.000e-02, eta: 8 days, 5:59:10, time: 1.709, data_time: 0.003, memory: 7136, top1_acc: 0.4789, top5_acc: 0.7273, loss_cls: 2.2724, loss: 2.2724, grad_norm: 5.2269 2021-01-27 14:14:42,445 - mmaction - INFO - Epoch [7][1960/3757] lr: 1.000e-02, eta: 8 days, 5:57:10, time: 1.753, data_time: 0.006, memory: 7136, top1_acc: 0.4719, top5_acc: 0.7133, loss_cls: 2.3049, loss: 2.3049, grad_norm: 5.2484 2021-01-27 14:15:21,388 - mmaction - INFO - Epoch [7][1980/3757] lr: 1.000e-02, eta: 8 days, 5:56:08, time: 1.954, data_time: 0.017, memory: 7136, top1_acc: 0.4797, top5_acc: 0.7367, loss_cls: 2.2350, loss: 2.2350, grad_norm: 5.0262 2021-01-27 14:16:00,156 - mmaction - INFO - Epoch [7][2000/3757] lr: 1.000e-02, eta: 8 days, 5:54:54, time: 1.911, data_time: 0.305, memory: 7136, top1_acc: 0.4656, top5_acc: 0.7164, loss_cls: 2.3291, loss: 2.3291, grad_norm: 5.2079 2021-01-27 14:16:37,941 - mmaction - INFO - Epoch [7][2020/3757] lr: 1.000e-02, eta: 8 days, 5:53:43, time: 1.923, data_time: 0.037, memory: 7136, top1_acc: 0.4633, top5_acc: 0.7047, loss_cls: 2.3668, loss: 2.3668, grad_norm: 5.1951 2021-01-27 14:17:24,054 - mmaction - INFO - Epoch [7][2040/3757] lr: 1.000e-02, eta: 8 days, 5:54:20, time: 2.301, data_time: 0.003, memory: 7136, top1_acc: 0.4578, top5_acc: 0.7086, loss_cls: 2.3249, loss: 2.3249, grad_norm: 5.1282 2021-01-27 14:18:04,679 - mmaction - INFO - Epoch [7][2060/3757] lr: 1.000e-02, eta: 8 days, 5:53:39, time: 2.029, data_time: 0.010, memory: 7136, top1_acc: 0.4594, top5_acc: 0.7117, loss_cls: 2.3302, loss: 2.3302, grad_norm: 5.2189 2021-01-27 14:18:41,237 - mmaction - INFO - Epoch [7][2080/3757] lr: 1.000e-02, eta: 8 days, 5:51:56, time: 1.810, data_time: 0.012, memory: 7136, top1_acc: 0.4672, top5_acc: 0.7219, loss_cls: 2.2635, loss: 2.2635, grad_norm: 5.1392 2021-01-27 14:19:32,206 - mmaction - INFO - Epoch [7][2100/3757] lr: 1.000e-02, eta: 8 days, 5:53:48, time: 2.564, data_time: 0.033, memory: 7136, top1_acc: 0.4648, top5_acc: 0.7125, loss_cls: 2.3301, loss: 2.3301, grad_norm: 5.4637 2021-01-27 14:20:41,154 - mmaction - INFO - Epoch [7][2120/3757] lr: 1.000e-02, eta: 8 days, 5:59:54, time: 3.457, data_time: 0.012, memory: 7136, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.4025, loss: 2.4025, grad_norm: 5.1504 2021-01-27 14:21:31,860 - mmaction - INFO - Epoch [7][2140/3757] lr: 1.000e-02, eta: 8 days, 6:01:34, time: 2.524, data_time: 0.008, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7344, loss_cls: 2.2422, loss: 2.2422, grad_norm: 5.1404 2021-01-27 14:22:32,666 - mmaction - INFO - Epoch [7][2160/3757] lr: 1.000e-02, eta: 8 days, 6:05:41, time: 3.043, data_time: 0.019, memory: 7136, top1_acc: 0.4688, top5_acc: 0.7016, loss_cls: 2.3045, loss: 2.3045, grad_norm: 5.0233 2021-01-27 14:23:41,114 - mmaction - INFO - Epoch [7][2180/3757] lr: 1.000e-02, eta: 8 days, 6:11:38, time: 3.432, data_time: 0.012, memory: 7136, top1_acc: 0.4375, top5_acc: 0.7055, loss_cls: 2.4137, loss: 2.4137, grad_norm: 5.1997 2021-01-27 14:24:19,850 - mmaction - INFO - Epoch [7][2200/3757] lr: 1.000e-02, eta: 8 days, 6:10:29, time: 1.933, data_time: 0.003, memory: 7136, top1_acc: 0.4844, top5_acc: 0.7297, loss_cls: 2.2516, loss: 2.2516, grad_norm: 5.0355 2021-01-27 14:24:55,857 - mmaction - INFO - Epoch [7][2220/3757] lr: 1.000e-02, eta: 8 days, 6:08:39, time: 1.790, data_time: 0.005, memory: 7136, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.3154, loss: 2.3154, grad_norm: 5.1756 2021-01-27 14:25:33,479 - mmaction - INFO - Epoch [7][2240/3757] lr: 1.000e-02, eta: 8 days, 6:07:16, time: 1.883, data_time: 0.022, memory: 7136, top1_acc: 0.4477, top5_acc: 0.7000, loss_cls: 2.4133, loss: 2.4133, grad_norm: 5.1022 2021-01-27 14:26:18,832 - mmaction - INFO - Epoch [7][2260/3757] lr: 1.000e-02, eta: 8 days, 6:07:44, time: 2.273, data_time: 0.024, memory: 7136, top1_acc: 0.4508, top5_acc: 0.7195, loss_cls: 2.3359, loss: 2.3359, grad_norm: 5.2641 2021-01-27 14:27:17,040 - mmaction - INFO - Epoch [7][2280/3757] lr: 1.000e-02, eta: 8 days, 6:11:13, time: 2.915, data_time: 0.022, memory: 7136, top1_acc: 0.4484, top5_acc: 0.7055, loss_cls: 2.3824, loss: 2.3824, grad_norm: 5.1477 2021-01-27 14:28:23,233 - mmaction - INFO - Epoch [7][2300/3757] lr: 1.000e-02, eta: 8 days, 6:16:31, time: 3.305, data_time: 0.011, memory: 7136, top1_acc: 0.4773, top5_acc: 0.7367, loss_cls: 2.2400, loss: 2.2400, grad_norm: 5.0400 2021-01-27 14:29:16,072 - mmaction - INFO - Epoch [7][2320/3757] lr: 1.000e-02, eta: 8 days, 6:18:37, time: 2.623, data_time: 0.019, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7406, loss_cls: 2.1340, loss: 2.1340, grad_norm: 5.1852 2021-01-27 14:29:56,663 - mmaction - INFO - Epoch [7][2340/3757] lr: 1.000e-02, eta: 8 days, 6:18:01, time: 2.054, data_time: 0.027, memory: 7136, top1_acc: 0.4703, top5_acc: 0.7406, loss_cls: 2.2369, loss: 2.2369, grad_norm: 5.1066 2021-01-27 14:30:29,671 - mmaction - INFO - Epoch [7][2360/3757] lr: 1.000e-02, eta: 8 days, 6:15:31, time: 1.645, data_time: 0.012, memory: 7136, top1_acc: 0.4531, top5_acc: 0.6906, loss_cls: 2.4237, loss: 2.4237, grad_norm: 5.3190 2021-01-27 14:31:35,894 - mmaction - INFO - Epoch [7][2380/3757] lr: 1.000e-02, eta: 8 days, 6:20:49, time: 3.310, data_time: 0.008, memory: 7136, top1_acc: 0.4727, top5_acc: 0.7258, loss_cls: 2.3354, loss: 2.3354, grad_norm: 5.0487 2021-01-27 14:32:15,187 - mmaction - INFO - Epoch [7][2400/3757] lr: 1.000e-02, eta: 8 days, 6:19:43, time: 1.947, data_time: 0.009, memory: 7136, top1_acc: 0.4555, top5_acc: 0.7242, loss_cls: 2.3029, loss: 2.3029, grad_norm: 5.1652 2021-01-27 14:32:56,879 - mmaction - INFO - Epoch [7][2420/3757] lr: 1.000e-02, eta: 8 days, 6:19:19, time: 2.094, data_time: 0.028, memory: 7136, top1_acc: 0.4406, top5_acc: 0.7219, loss_cls: 2.3375, loss: 2.3375, grad_norm: 5.1615 2021-01-27 14:33:32,596 - mmaction - INFO - Epoch [7][2440/3757] lr: 1.000e-02, eta: 8 days, 6:17:33, time: 1.802, data_time: 0.026, memory: 7136, top1_acc: 0.4703, top5_acc: 0.7148, loss_cls: 2.3128, loss: 2.3128, grad_norm: 5.0781 2021-01-27 14:34:19,464 - mmaction - INFO - Epoch [7][2460/3757] lr: 1.000e-02, eta: 8 days, 6:18:14, time: 2.329, data_time: 0.003, memory: 7136, top1_acc: 0.4672, top5_acc: 0.7242, loss_cls: 2.3451, loss: 2.3451, grad_norm: 5.1190 2021-01-27 14:35:41,164 - mmaction - INFO - Epoch [7][2480/3757] lr: 1.000e-02, eta: 8 days, 6:27:09, time: 4.089, data_time: 0.785, memory: 7136, top1_acc: 0.4570, top5_acc: 0.7109, loss_cls: 2.3214, loss: 2.3214, grad_norm: 5.1690 2021-01-27 14:36:57,031 - mmaction - INFO - Epoch [7][2500/3757] lr: 1.000e-02, eta: 8 days, 6:34:40, time: 3.793, data_time: 0.013, memory: 7136, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.3041, loss: 2.3041, grad_norm: 5.0899 2021-01-27 14:37:54,099 - mmaction - INFO - Epoch [7][2520/3757] lr: 1.000e-02, eta: 8 days, 6:37:50, time: 2.865, data_time: 0.013, memory: 7136, top1_acc: 0.4781, top5_acc: 0.7258, loss_cls: 2.2790, loss: 2.2790, grad_norm: 5.1113 2021-01-27 14:38:35,171 - mmaction - INFO - Epoch [7][2540/3757] lr: 1.000e-02, eta: 8 days, 6:37:11, time: 2.044, data_time: 0.008, memory: 7136, top1_acc: 0.4945, top5_acc: 0.7469, loss_cls: 2.1833, loss: 2.1833, grad_norm: 5.1512 2021-01-27 14:39:17,871 - mmaction - INFO - Epoch [7][2560/3757] lr: 1.000e-02, eta: 8 days, 6:36:59, time: 2.144, data_time: 0.024, memory: 7136, top1_acc: 0.4641, top5_acc: 0.7195, loss_cls: 2.3362, loss: 2.3362, grad_norm: 5.3462 2021-01-27 14:40:15,905 - mmaction - INFO - Epoch [7][2580/3757] lr: 1.000e-02, eta: 8 days, 6:40:14, time: 2.882, data_time: 0.004, memory: 7136, top1_acc: 0.4664, top5_acc: 0.6977, loss_cls: 2.3482, loss: 2.3482, grad_norm: 5.2193 2021-01-27 14:41:15,212 - mmaction - INFO - Epoch [7][2600/3757] lr: 1.000e-02, eta: 8 days, 6:43:56, time: 2.985, data_time: 0.024, memory: 7136, top1_acc: 0.4727, top5_acc: 0.7070, loss_cls: 2.3411, loss: 2.3411, grad_norm: 5.0974 2021-01-27 14:42:23,900 - mmaction - INFO - Epoch [7][2620/3757] lr: 1.000e-02, eta: 8 days, 6:49:38, time: 3.415, data_time: 0.013, memory: 7136, top1_acc: 0.4766, top5_acc: 0.7125, loss_cls: 2.2831, loss: 2.2831, grad_norm: 5.1024 2021-01-27 14:43:24,892 - mmaction - INFO - Epoch [7][2640/3757] lr: 1.000e-02, eta: 8 days, 6:53:40, time: 3.056, data_time: 0.024, memory: 7136, top1_acc: 0.4461, top5_acc: 0.7055, loss_cls: 2.4114, loss: 2.4114, grad_norm: 5.3039 2021-01-27 14:44:25,868 - mmaction - INFO - Epoch [7][2660/3757] lr: 1.000e-02, eta: 8 days, 6:57:37, time: 3.041, data_time: 0.019, memory: 7136, top1_acc: 0.4664, top5_acc: 0.7078, loss_cls: 2.3240, loss: 2.3240, grad_norm: 5.2392 2021-01-27 14:45:28,254 - mmaction - INFO - Epoch [7][2680/3757] lr: 1.000e-02, eta: 8 days, 7:01:56, time: 3.124, data_time: 0.027, memory: 7136, top1_acc: 0.4578, top5_acc: 0.7203, loss_cls: 2.3362, loss: 2.3362, grad_norm: 5.0898 2021-01-27 14:47:11,777 - mmaction - INFO - Epoch [7][2700/3757] lr: 1.000e-02, eta: 8 days, 7:15:45, time: 5.179, data_time: 0.025, memory: 7136, top1_acc: 0.4766, top5_acc: 0.7453, loss_cls: 2.2649, loss: 2.2649, grad_norm: 5.3228 2021-01-27 14:47:48,994 - mmaction - INFO - Epoch [7][2720/3757] lr: 1.000e-02, eta: 8 days, 7:14:12, time: 1.859, data_time: 0.022, memory: 7136, top1_acc: 0.4625, top5_acc: 0.7078, loss_cls: 2.3335, loss: 2.3335, grad_norm: 5.1489 2021-01-27 14:48:37,365 - mmaction - INFO - Epoch [7][2740/3757] lr: 1.000e-02, eta: 8 days, 7:15:15, time: 2.419, data_time: 0.019, memory: 7136, top1_acc: 0.4820, top5_acc: 0.7359, loss_cls: 2.2138, loss: 2.2138, grad_norm: 5.3215 2021-01-27 14:50:22,743 - mmaction - INFO - Epoch [7][2760/3757] lr: 1.000e-02, eta: 8 days, 7:29:25, time: 5.267, data_time: 0.026, memory: 7136, top1_acc: 0.4758, top5_acc: 0.7180, loss_cls: 2.3061, loss: 2.3061, grad_norm: 5.2157 2021-01-27 14:50:59,172 - mmaction - INFO - Epoch [7][2780/3757] lr: 1.000e-02, eta: 8 days, 7:27:46, time: 1.837, data_time: 0.026, memory: 7136, top1_acc: 0.4570, top5_acc: 0.7164, loss_cls: 2.3163, loss: 2.3163, grad_norm: 5.3047 2021-01-27 14:51:35,653 - mmaction - INFO - Epoch [7][2800/3757] lr: 1.000e-02, eta: 8 days, 7:25:54, time: 1.793, data_time: 0.006, memory: 7136, top1_acc: 0.4672, top5_acc: 0.7289, loss_cls: 2.2806, loss: 2.2806, grad_norm: 5.0490 2021-01-27 14:54:36,549 - mmaction - INFO - Epoch [7][2820/3757] lr: 1.000e-02, eta: 8 days, 7:57:34, time: 9.077, data_time: 5.047, memory: 7136, top1_acc: 0.4773, top5_acc: 0.7109, loss_cls: 2.2663, loss: 2.2663, grad_norm: 5.2667 2021-01-27 14:54:45,186 - mmaction - INFO - Epoch [7][2840/3757] lr: 1.000e-02, eta: 8 days, 7:49:25, time: 0.432, data_time: 0.003, memory: 7136, top1_acc: 0.4656, top5_acc: 0.7203, loss_cls: 2.2922, loss: 2.2922, grad_norm: 5.0844 2021-01-27 14:54:53,884 - mmaction - INFO - Epoch [7][2860/3757] lr: 1.000e-02, eta: 8 days, 7:41:17, time: 0.434, data_time: 0.001, memory: 7136, top1_acc: 0.4773, top5_acc: 0.7141, loss_cls: 2.3090, loss: 2.3090, grad_norm: 5.0821 2021-01-27 14:55:02,522 - mmaction - INFO - Epoch [7][2880/3757] lr: 1.000e-02, eta: 8 days, 7:33:10, time: 0.434, data_time: 0.002, memory: 7136, top1_acc: 0.4820, top5_acc: 0.7172, loss_cls: 2.3052, loss: 2.3052, grad_norm: 5.0064 2021-01-27 14:55:11,172 - mmaction - INFO - Epoch [7][2900/3757] lr: 1.000e-02, eta: 8 days, 7:25:03, time: 0.431, data_time: 0.000, memory: 7136, top1_acc: 0.4523, top5_acc: 0.7008, loss_cls: 2.3278, loss: 2.3278, grad_norm: 5.1442 2021-01-27 14:55:19,924 - mmaction - INFO - Epoch [7][2920/3757] lr: 1.000e-02, eta: 8 days, 7:16:59, time: 0.439, data_time: 0.002, memory: 7136, top1_acc: 0.4602, top5_acc: 0.7047, loss_cls: 2.3449, loss: 2.3449, grad_norm: 5.2084 2021-01-27 14:55:28,583 - mmaction - INFO - Epoch [7][2940/3757] lr: 1.000e-02, eta: 8 days, 7:08:54, time: 0.433, data_time: 0.001, memory: 7136, top1_acc: 0.4578, top5_acc: 0.7023, loss_cls: 2.3971, loss: 2.3971, grad_norm: 5.3100 2021-01-27 14:55:37,682 - mmaction - INFO - Epoch [7][2960/3757] lr: 1.000e-02, eta: 8 days, 7:00:56, time: 0.455, data_time: 0.008, memory: 7136, top1_acc: 0.4633, top5_acc: 0.7227, loss_cls: 2.3020, loss: 2.3020, grad_norm: 5.1764 2021-01-27 14:55:46,361 - mmaction - INFO - Epoch [7][2980/3757] lr: 1.000e-02, eta: 8 days, 6:52:53, time: 0.434, data_time: 0.001, memory: 7136, top1_acc: 0.4594, top5_acc: 0.7203, loss_cls: 2.2948, loss: 2.2948, grad_norm: 5.2650 2021-01-27 14:55:55,076 - mmaction - INFO - Epoch [7][3000/3757] lr: 1.000e-02, eta: 8 days, 6:44:51, time: 0.435, data_time: 0.001, memory: 7136, top1_acc: 0.4695, top5_acc: 0.7352, loss_cls: 2.2524, loss: 2.2524, grad_norm: 5.1789 2021-01-27 14:56:03,750 - mmaction - INFO - Epoch [7][3020/3757] lr: 1.000e-02, eta: 8 days, 6:36:49, time: 0.434, data_time: 0.001, memory: 7136, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.2313, loss: 2.2313, grad_norm: 5.2650 2021-01-27 14:56:12,496 - mmaction - INFO - Epoch [7][3040/3757] lr: 1.000e-02, eta: 8 days, 6:28:49, time: 0.437, data_time: 0.001, memory: 7136, top1_acc: 0.4773, top5_acc: 0.7375, loss_cls: 2.2028, loss: 2.2028, grad_norm: 5.2255 2021-01-27 14:56:21,164 - mmaction - INFO - Epoch [7][3060/3757] lr: 1.000e-02, eta: 8 days, 6:20:48, time: 0.434, data_time: 0.002, memory: 7136, top1_acc: 0.4531, top5_acc: 0.6992, loss_cls: 2.3550, loss: 2.3550, grad_norm: 5.2738 2021-01-27 14:56:29,842 - mmaction - INFO - Epoch [7][3080/3757] lr: 1.000e-02, eta: 8 days, 6:12:49, time: 0.434, data_time: 0.001, memory: 7136, top1_acc: 0.4766, top5_acc: 0.7266, loss_cls: 2.2735, loss: 2.2735, grad_norm: 4.9466 2021-01-27 14:56:39,238 - mmaction - INFO - Epoch [7][3100/3757] lr: 1.000e-02, eta: 8 days, 6:05:00, time: 0.469, data_time: 0.000, memory: 7136, top1_acc: 0.4766, top5_acc: 0.7234, loss_cls: 2.2910, loss: 2.2910, grad_norm: 5.1050 2021-01-27 14:56:47,900 - mmaction - INFO - Epoch [7][3120/3757] lr: 1.000e-02, eta: 8 days, 5:57:02, time: 0.434, data_time: 0.001, memory: 7136, top1_acc: 0.4672, top5_acc: 0.7312, loss_cls: 2.3451, loss: 2.3451, grad_norm: 5.2046 2021-01-27 14:56:56,586 - mmaction - INFO - Epoch [7][3140/3757] lr: 1.000e-02, eta: 8 days, 5:49:04, time: 0.434, data_time: 0.000, memory: 7136, top1_acc: 0.4930, top5_acc: 0.7336, loss_cls: 2.2218, loss: 2.2218, grad_norm: 5.1908 2021-01-27 14:57:05,339 - mmaction - INFO - Epoch [7][3160/3757] lr: 1.000e-02, eta: 8 days, 5:41:08, time: 0.438, data_time: 0.001, memory: 7136, top1_acc: 0.4742, top5_acc: 0.7203, loss_cls: 2.2520, loss: 2.2520, grad_norm: 4.9706 2021-01-27 14:57:14,082 - mmaction - INFO - Epoch [7][3180/3757] lr: 1.000e-02, eta: 8 days, 5:33:14, time: 0.438, data_time: 0.001, memory: 7136, top1_acc: 0.4594, top5_acc: 0.7172, loss_cls: 2.3270, loss: 2.3270, grad_norm: 5.2601 2021-01-27 14:57:22,724 - mmaction - INFO - Epoch [7][3200/3757] lr: 1.000e-02, eta: 8 days, 5:25:18, time: 0.431, data_time: 0.000, memory: 7136, top1_acc: 0.4617, top5_acc: 0.7078, loss_cls: 2.3234, loss: 2.3234, grad_norm: 5.1586 2021-01-27 14:57:31,490 - mmaction - INFO - Epoch [7][3220/3757] lr: 1.000e-02, eta: 8 days, 5:17:24, time: 0.439, data_time: 0.001, memory: 7136, top1_acc: 0.4672, top5_acc: 0.7094, loss_cls: 2.3517, loss: 2.3517, grad_norm: 5.0974 2021-01-27 14:57:40,219 - mmaction - INFO - Epoch [7][3240/3757] lr: 1.000e-02, eta: 8 days, 5:09:31, time: 0.436, data_time: 0.002, memory: 7136, top1_acc: 0.4648, top5_acc: 0.7055, loss_cls: 2.3349, loss: 2.3349, grad_norm: 5.0923 2021-01-27 14:57:48,902 - mmaction - INFO - Epoch [7][3260/3757] lr: 1.000e-02, eta: 8 days, 5:01:38, time: 0.434, data_time: 0.001, memory: 7136, top1_acc: 0.4758, top5_acc: 0.7133, loss_cls: 2.2929, loss: 2.2929, grad_norm: 5.1454 2021-01-27 14:57:57,550 - mmaction - INFO - Epoch [7][3280/3757] lr: 1.000e-02, eta: 8 days, 4:53:46, time: 0.432, data_time: 0.001, memory: 7136, top1_acc: 0.4820, top5_acc: 0.7242, loss_cls: 2.2618, loss: 2.2618, grad_norm: 5.1503 2021-01-27 14:58:06,208 - mmaction - INFO - Epoch [7][3300/3757] lr: 1.000e-02, eta: 8 days, 4:45:54, time: 0.434, data_time: 0.001, memory: 7136, top1_acc: 0.4680, top5_acc: 0.7242, loss_cls: 2.3593, loss: 2.3593, grad_norm: 5.2241 2021-01-27 14:58:14,845 - mmaction - INFO - Epoch [7][3320/3757] lr: 1.000e-02, eta: 8 days, 4:38:03, time: 0.432, data_time: 0.000, memory: 7136, top1_acc: 0.4586, top5_acc: 0.7211, loss_cls: 2.3130, loss: 2.3130, grad_norm: 5.2283 2021-01-27 14:58:23,710 - mmaction - INFO - Epoch [7][3340/3757] lr: 1.000e-02, eta: 8 days, 4:30:15, time: 0.442, data_time: 0.000, memory: 7136, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.2117, loss: 2.2117, grad_norm: 5.0589 2021-01-27 14:58:32,580 - mmaction - INFO - Epoch [7][3360/3757] lr: 1.000e-02, eta: 8 days, 4:22:28, time: 0.443, data_time: 0.001, memory: 7136, top1_acc: 0.4602, top5_acc: 0.7148, loss_cls: 2.3321, loss: 2.3321, grad_norm: 5.2794 2021-01-27 14:58:41,936 - mmaction - INFO - Epoch [7][3380/3757] lr: 1.000e-02, eta: 8 days, 4:14:49, time: 0.469, data_time: 0.003, memory: 7136, top1_acc: 0.4602, top5_acc: 0.7117, loss_cls: 2.3629, loss: 2.3629, grad_norm: 5.3995 2021-01-27 14:58:50,611 - mmaction - INFO - Epoch [7][3400/3757] lr: 1.000e-02, eta: 8 days, 4:07:00, time: 0.433, data_time: 0.000, memory: 7136, top1_acc: 0.4711, top5_acc: 0.7250, loss_cls: 2.2537, loss: 2.2537, grad_norm: 5.2110 2021-01-27 14:58:59,367 - mmaction - INFO - Epoch [7][3420/3757] lr: 1.000e-02, eta: 8 days, 3:59:14, time: 0.437, data_time: 0.001, memory: 7136, top1_acc: 0.4672, top5_acc: 0.7180, loss_cls: 2.3797, loss: 2.3797, grad_norm: 5.2594 2021-01-27 14:59:08,080 - mmaction - INFO - Epoch [7][3440/3757] lr: 1.000e-02, eta: 8 days, 3:51:28, time: 0.436, data_time: 0.002, memory: 7136, top1_acc: 0.4836, top5_acc: 0.7305, loss_cls: 2.2201, loss: 2.2201, grad_norm: 5.1416 2021-01-27 14:59:17,046 - mmaction - INFO - Epoch [7][3460/3757] lr: 1.000e-02, eta: 8 days, 3:43:46, time: 0.448, data_time: 0.001, memory: 7136, top1_acc: 0.4602, top5_acc: 0.7102, loss_cls: 2.3138, loss: 2.3138, grad_norm: 5.1128 2021-01-27 14:59:26,587 - mmaction - INFO - Epoch [7][3480/3757] lr: 1.000e-02, eta: 8 days, 3:36:12, time: 0.477, data_time: 0.002, memory: 7136, top1_acc: 0.4750, top5_acc: 0.6914, loss_cls: 2.3889, loss: 2.3889, grad_norm: 5.0912 2021-01-27 14:59:36,336 - mmaction - INFO - Epoch [7][3500/3757] lr: 1.000e-02, eta: 8 days, 3:28:42, time: 0.488, data_time: 0.002, memory: 7136, top1_acc: 0.4664, top5_acc: 0.7023, loss_cls: 2.3311, loss: 2.3311, grad_norm: 4.9750 2021-01-27 14:59:45,150 - mmaction - INFO - Epoch [7][3520/3757] lr: 1.000e-02, eta: 8 days, 3:21:00, time: 0.440, data_time: 0.000, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7219, loss_cls: 2.2529, loss: 2.2529, grad_norm: 5.0453 2021-01-27 14:59:54,073 - mmaction - INFO - Epoch [7][3540/3757] lr: 1.000e-02, eta: 8 days, 3:13:20, time: 0.445, data_time: 0.001, memory: 7136, top1_acc: 0.4789, top5_acc: 0.7078, loss_cls: 2.3593, loss: 2.3593, grad_norm: 5.0998 2021-01-27 15:00:03,005 - mmaction - INFO - Epoch [7][3560/3757] lr: 1.000e-02, eta: 8 days, 3:05:41, time: 0.447, data_time: 0.002, memory: 7136, top1_acc: 0.4656, top5_acc: 0.7266, loss_cls: 2.2975, loss: 2.2975, grad_norm: 5.2379 2021-01-27 15:00:12,314 - mmaction - INFO - Epoch [7][3580/3757] lr: 1.000e-02, eta: 8 days, 2:58:08, time: 0.466, data_time: 0.001, memory: 7136, top1_acc: 0.4437, top5_acc: 0.7102, loss_cls: 2.3850, loss: 2.3850, grad_norm: 5.1777 2021-01-27 15:00:23,189 - mmaction - INFO - Epoch [7][3600/3757] lr: 1.000e-02, eta: 8 days, 2:50:56, time: 0.543, data_time: 0.001, memory: 7136, top1_acc: 0.4484, top5_acc: 0.7125, loss_cls: 2.3986, loss: 2.3986, grad_norm: 5.3982 2021-01-27 15:00:35,063 - mmaction - INFO - Epoch [7][3620/3757] lr: 1.000e-02, eta: 8 days, 2:43:58, time: 0.594, data_time: 0.002, memory: 7136, top1_acc: 0.4805, top5_acc: 0.7406, loss_cls: 2.1914, loss: 2.1914, grad_norm: 4.9141 2021-01-27 15:00:48,307 - mmaction - INFO - Epoch [7][3640/3757] lr: 1.000e-02, eta: 8 days, 2:37:20, time: 0.664, data_time: 0.002, memory: 7136, top1_acc: 0.4406, top5_acc: 0.7195, loss_cls: 2.3324, loss: 2.3324, grad_norm: 5.6554 2021-01-27 15:01:01,783 - mmaction - INFO - Epoch [7][3660/3757] lr: 1.000e-02, eta: 8 days, 2:30:45, time: 0.673, data_time: 0.001, memory: 7136, top1_acc: 0.4555, top5_acc: 0.7352, loss_cls: 2.2612, loss: 2.2612, grad_norm: 5.2047 2021-01-27 15:01:14,810 - mmaction - INFO - Epoch [7][3680/3757] lr: 1.000e-02, eta: 8 days, 2:24:04, time: 0.651, data_time: 0.002, memory: 7136, top1_acc: 0.4570, top5_acc: 0.7039, loss_cls: 2.3542, loss: 2.3542, grad_norm: 5.0097 2021-01-27 15:01:29,107 - mmaction - INFO - Epoch [7][3700/3757] lr: 1.000e-02, eta: 8 days, 2:17:41, time: 0.714, data_time: 0.001, memory: 7136, top1_acc: 0.4695, top5_acc: 0.7258, loss_cls: 2.3298, loss: 2.3298, grad_norm: 5.2540 2021-01-27 15:01:42,776 - mmaction - INFO - Epoch [7][3720/3757] lr: 1.000e-02, eta: 8 days, 2:11:10, time: 0.684, data_time: 0.002, memory: 7136, top1_acc: 0.4945, top5_acc: 0.7219, loss_cls: 2.2307, loss: 2.2307, grad_norm: 5.2168 2021-01-27 15:01:56,497 - mmaction - INFO - Epoch [7][3740/3757] lr: 1.000e-02, eta: 8 days, 2:04:40, time: 0.685, data_time: 0.010, memory: 7136, top1_acc: 0.4727, top5_acc: 0.7328, loss_cls: 2.2476, loss: 2.2476, grad_norm: 5.1398 2021-01-27 15:06:24,521 - mmaction - INFO - Epoch [8][20/3757] lr: 1.000e-02, eta: 8 days, 2:38:28, time: 11.614, data_time: 9.939, memory: 7136, top1_acc: 0.4859, top5_acc: 0.7094, loss_cls: 2.2724, loss: 2.2724, grad_norm: 5.1169 2021-01-27 15:06:59,824 - mmaction - INFO - Epoch [8][40/3757] lr: 1.000e-02, eta: 8 days, 2:36:44, time: 1.765, data_time: 0.011, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7266, loss_cls: 2.2918, loss: 2.2918, grad_norm: 5.3198 2021-01-27 15:07:33,949 - mmaction - INFO - Epoch [8][60/3757] lr: 1.000e-02, eta: 8 days, 2:34:41, time: 1.695, data_time: 0.010, memory: 7136, top1_acc: 0.4781, top5_acc: 0.7297, loss_cls: 2.1828, loss: 2.1828, grad_norm: 5.1053 2021-01-27 15:08:08,951 - mmaction - INFO - Epoch [8][80/3757] lr: 1.000e-02, eta: 8 days, 2:32:52, time: 1.745, data_time: 0.014, memory: 7136, top1_acc: 0.4617, top5_acc: 0.7188, loss_cls: 2.2600, loss: 2.2600, grad_norm: 5.3495 2021-01-27 15:08:45,638 - mmaction - INFO - Epoch [8][100/3757] lr: 1.000e-02, eta: 8 days, 2:31:31, time: 1.848, data_time: 0.023, memory: 7136, top1_acc: 0.4711, top5_acc: 0.7258, loss_cls: 2.2140, loss: 2.2140, grad_norm: 5.3730 2021-01-27 15:09:18,690 - mmaction - INFO - Epoch [8][120/3757] lr: 1.000e-02, eta: 8 days, 2:29:16, time: 1.648, data_time: 0.008, memory: 7136, top1_acc: 0.4680, top5_acc: 0.7148, loss_cls: 2.2692, loss: 2.2692, grad_norm: 5.0420 2021-01-27 15:09:54,165 - mmaction - INFO - Epoch [8][140/3757] lr: 1.000e-02, eta: 8 days, 2:27:36, time: 1.776, data_time: 0.015, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7547, loss_cls: 2.1455, loss: 2.1455, grad_norm: 5.1365 2021-01-27 15:10:27,368 - mmaction - INFO - Epoch [8][160/3757] lr: 1.000e-02, eta: 8 days, 2:25:25, time: 1.662, data_time: 0.009, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7172, loss_cls: 2.2249, loss: 2.2249, grad_norm: 5.0840 2021-01-27 15:11:07,646 - mmaction - INFO - Epoch [8][180/3757] lr: 1.000e-02, eta: 8 days, 2:24:45, time: 2.005, data_time: 0.011, memory: 7136, top1_acc: 0.4664, top5_acc: 0.7109, loss_cls: 2.3116, loss: 2.3116, grad_norm: 5.1429 2021-01-27 15:11:39,774 - mmaction - INFO - Epoch [8][200/3757] lr: 1.000e-02, eta: 8 days, 2:22:24, time: 1.618, data_time: 0.025, memory: 7136, top1_acc: 0.4844, top5_acc: 0.7195, loss_cls: 2.2946, loss: 2.2946, grad_norm: 5.1155 2021-01-27 15:12:11,943 - mmaction - INFO - Epoch [8][220/3757] lr: 1.000e-02, eta: 8 days, 2:19:59, time: 1.606, data_time: 0.010, memory: 7136, top1_acc: 0.4836, top5_acc: 0.7203, loss_cls: 2.2488, loss: 2.2488, grad_norm: 5.1796 2021-01-27 15:12:41,084 - mmaction - INFO - Epoch [8][240/3757] lr: 1.000e-02, eta: 8 days, 2:16:53, time: 1.450, data_time: 0.004, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7492, loss_cls: 2.1743, loss: 2.1743, grad_norm: 5.2116 2021-01-27 15:13:20,572 - mmaction - INFO - Epoch [8][260/3757] lr: 1.000e-02, eta: 8 days, 2:16:05, time: 1.970, data_time: 0.016, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7398, loss_cls: 2.1733, loss: 2.1733, grad_norm: 5.2379 2021-01-27 15:13:53,506 - mmaction - INFO - Epoch [8][280/3757] lr: 1.000e-02, eta: 8 days, 2:13:52, time: 1.650, data_time: 0.015, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7344, loss_cls: 2.2026, loss: 2.2026, grad_norm: 5.3090 2021-01-27 15:14:32,529 - mmaction - INFO - Epoch [8][300/3757] lr: 1.000e-02, eta: 8 days, 2:12:56, time: 1.944, data_time: 0.014, memory: 7136, top1_acc: 0.4813, top5_acc: 0.7180, loss_cls: 2.2888, loss: 2.2888, grad_norm: 5.4753 2021-01-27 15:15:08,656 - mmaction - INFO - Epoch [8][320/3757] lr: 1.000e-02, eta: 8 days, 2:11:28, time: 1.819, data_time: 0.023, memory: 7136, top1_acc: 0.4617, top5_acc: 0.7156, loss_cls: 2.3636, loss: 2.3636, grad_norm: 5.0928 2021-01-27 15:15:40,170 - mmaction - INFO - Epoch [8][340/3757] lr: 1.000e-02, eta: 8 days, 2:08:57, time: 1.578, data_time: 0.007, memory: 7136, top1_acc: 0.4664, top5_acc: 0.7133, loss_cls: 2.3189, loss: 2.3189, grad_norm: 5.4690 2021-01-27 15:16:12,407 - mmaction - INFO - Epoch [8][360/3757] lr: 1.000e-02, eta: 8 days, 2:06:29, time: 1.591, data_time: 0.003, memory: 7136, top1_acc: 0.4672, top5_acc: 0.7148, loss_cls: 2.2352, loss: 2.2352, grad_norm: 5.2318 2021-01-27 15:16:50,138 - mmaction - INFO - Epoch [8][380/3757] lr: 1.000e-02, eta: 8 days, 2:05:17, time: 1.881, data_time: 0.030, memory: 7136, top1_acc: 0.4867, top5_acc: 0.7367, loss_cls: 2.1901, loss: 2.1901, grad_norm: 5.2888 2021-01-27 15:17:26,660 - mmaction - INFO - Epoch [8][400/3757] lr: 1.000e-02, eta: 8 days, 2:03:51, time: 1.824, data_time: 0.035, memory: 7136, top1_acc: 0.4883, top5_acc: 0.7328, loss_cls: 2.1783, loss: 2.1783, grad_norm: 5.2052 2021-01-27 15:18:09,509 - mmaction - INFO - Epoch [8][420/3757] lr: 1.000e-02, eta: 8 days, 2:03:52, time: 2.159, data_time: 0.044, memory: 7136, top1_acc: 0.4992, top5_acc: 0.7156, loss_cls: 2.2383, loss: 2.2383, grad_norm: 5.1716 2021-01-27 15:18:48,387 - mmaction - INFO - Epoch [8][440/3757] lr: 1.000e-02, eta: 8 days, 2:02:57, time: 1.946, data_time: 0.030, memory: 7136, top1_acc: 0.4703, top5_acc: 0.7211, loss_cls: 2.2319, loss: 2.2319, grad_norm: 5.1936 2021-01-27 15:19:24,527 - mmaction - INFO - Epoch [8][460/3757] lr: 1.000e-02, eta: 8 days, 2:01:24, time: 1.799, data_time: 0.011, memory: 7136, top1_acc: 0.4930, top5_acc: 0.7148, loss_cls: 2.2838, loss: 2.2838, grad_norm: 5.1880 2021-01-27 15:20:05,256 - mmaction - INFO - Epoch [8][480/3757] lr: 1.000e-02, eta: 8 days, 2:00:51, time: 2.027, data_time: 0.024, memory: 7136, top1_acc: 0.4828, top5_acc: 0.7359, loss_cls: 2.2208, loss: 2.2208, grad_norm: 5.1492 2021-01-27 15:20:41,142 - mmaction - INFO - Epoch [8][500/3757] lr: 1.000e-02, eta: 8 days, 1:59:22, time: 1.814, data_time: 0.029, memory: 7136, top1_acc: 0.4602, top5_acc: 0.7227, loss_cls: 2.2809, loss: 2.2809, grad_norm: 5.1468 2021-01-27 15:21:14,431 - mmaction - INFO - Epoch [8][520/3757] lr: 1.000e-02, eta: 8 days, 1:57:16, time: 1.671, data_time: 0.015, memory: 7136, top1_acc: 0.4539, top5_acc: 0.7031, loss_cls: 2.3062, loss: 2.3062, grad_norm: 5.0242 2021-01-27 15:21:48,769 - mmaction - INFO - Epoch [8][540/3757] lr: 1.000e-02, eta: 8 days, 1:55:20, time: 1.710, data_time: 0.002, memory: 7136, top1_acc: 0.4695, top5_acc: 0.7289, loss_cls: 2.2517, loss: 2.2517, grad_norm: 5.4114 2021-01-27 15:22:20,847 - mmaction - INFO - Epoch [8][560/3757] lr: 1.000e-02, eta: 8 days, 1:52:54, time: 1.594, data_time: 0.014, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7289, loss_cls: 2.2089, loss: 2.2089, grad_norm: 5.0719 2021-01-27 15:22:58,369 - mmaction - INFO - Epoch [8][580/3757] lr: 1.000e-02, eta: 8 days, 1:51:45, time: 1.889, data_time: 0.027, memory: 7136, top1_acc: 0.4609, top5_acc: 0.7219, loss_cls: 2.2946, loss: 2.2946, grad_norm: 5.2259 2021-01-27 15:23:39,825 - mmaction - INFO - Epoch [8][600/3757] lr: 1.000e-02, eta: 8 days, 1:51:25, time: 2.077, data_time: 0.013, memory: 7136, top1_acc: 0.4719, top5_acc: 0.7273, loss_cls: 2.2824, loss: 2.2824, grad_norm: 5.4203 2021-01-27 15:24:12,089 - mmaction - INFO - Epoch [8][620/3757] lr: 1.000e-02, eta: 8 days, 1:49:02, time: 1.602, data_time: 0.006, memory: 7136, top1_acc: 0.4742, top5_acc: 0.7273, loss_cls: 2.2829, loss: 2.2829, grad_norm: 5.3269 2021-01-27 15:24:45,945 - mmaction - INFO - Epoch [8][640/3757] lr: 1.000e-02, eta: 8 days, 1:47:05, time: 1.704, data_time: 0.019, memory: 7136, top1_acc: 0.4891, top5_acc: 0.7438, loss_cls: 2.1834, loss: 2.1834, grad_norm: 5.2662 2021-01-27 15:25:26,065 - mmaction - INFO - Epoch [8][660/3757] lr: 1.000e-02, eta: 8 days, 1:46:26, time: 2.003, data_time: 0.005, memory: 7136, top1_acc: 0.4602, top5_acc: 0.6930, loss_cls: 2.3832, loss: 2.3832, grad_norm: 5.3045 2021-01-27 15:26:02,286 - mmaction - INFO - Epoch [8][680/3757] lr: 1.000e-02, eta: 8 days, 1:44:53, time: 1.796, data_time: 0.010, memory: 7136, top1_acc: 0.4641, top5_acc: 0.6922, loss_cls: 2.3497, loss: 2.3497, grad_norm: 5.0117 2021-01-27 15:26:40,853 - mmaction - INFO - Epoch [8][700/3757] lr: 1.000e-02, eta: 8 days, 1:43:58, time: 1.944, data_time: 0.021, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7492, loss_cls: 2.2082, loss: 2.2082, grad_norm: 5.1211 2021-01-27 15:27:19,136 - mmaction - INFO - Epoch [8][720/3757] lr: 1.000e-02, eta: 8 days, 1:42:56, time: 1.913, data_time: 0.009, memory: 7136, top1_acc: 0.4703, top5_acc: 0.7117, loss_cls: 2.3803, loss: 2.3803, grad_norm: 5.4016 2021-01-27 15:28:00,894 - mmaction - INFO - Epoch [8][740/3757] lr: 1.000e-02, eta: 8 days, 1:42:36, time: 2.081, data_time: 0.005, memory: 7136, top1_acc: 0.4672, top5_acc: 0.7070, loss_cls: 2.3338, loss: 2.3338, grad_norm: 5.0852 2021-01-27 15:28:34,618 - mmaction - INFO - Epoch [8][760/3757] lr: 1.000e-02, eta: 8 days, 1:40:34, time: 1.679, data_time: 0.016, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7352, loss_cls: 2.2276, loss: 2.2276, grad_norm: 5.1211 2021-01-27 15:29:07,127 - mmaction - INFO - Epoch [8][780/3757] lr: 1.000e-02, eta: 8 days, 1:38:22, time: 1.644, data_time: 0.022, memory: 7136, top1_acc: 0.4688, top5_acc: 0.7227, loss_cls: 2.2866, loss: 2.2866, grad_norm: 5.3565 2021-01-27 15:29:36,033 - mmaction - INFO - Epoch [8][800/3757] lr: 1.000e-02, eta: 8 days, 1:35:18, time: 1.441, data_time: 0.008, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1362, loss: 2.1362, grad_norm: 5.0991 2021-01-27 15:30:03,202 - mmaction - INFO - Epoch [8][820/3757] lr: 1.000e-02, eta: 8 days, 1:31:52, time: 1.354, data_time: 0.009, memory: 7136, top1_acc: 0.4703, top5_acc: 0.7078, loss_cls: 2.3413, loss: 2.3413, grad_norm: 5.3894 2021-01-27 15:30:33,384 - mmaction - INFO - Epoch [8][840/3757] lr: 1.000e-02, eta: 8 days, 1:29:07, time: 1.512, data_time: 0.012, memory: 7136, top1_acc: 0.4758, top5_acc: 0.7398, loss_cls: 2.2213, loss: 2.2213, grad_norm: 5.0171 2021-01-27 15:31:13,651 - mmaction - INFO - Epoch [8][860/3757] lr: 1.000e-02, eta: 8 days, 1:28:32, time: 2.016, data_time: 0.017, memory: 7136, top1_acc: 0.4695, top5_acc: 0.7141, loss_cls: 2.3415, loss: 2.3415, grad_norm: 5.3361 2021-01-27 15:31:48,503 - mmaction - INFO - Epoch [8][880/3757] lr: 1.000e-02, eta: 8 days, 1:26:47, time: 1.744, data_time: 0.008, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7445, loss_cls: 2.1588, loss: 2.1588, grad_norm: 5.4154 2021-01-27 15:32:26,367 - mmaction - INFO - Epoch [8][900/3757] lr: 1.000e-02, eta: 8 days, 1:25:34, time: 1.871, data_time: 0.004, memory: 7136, top1_acc: 0.4859, top5_acc: 0.7312, loss_cls: 2.2085, loss: 2.2085, grad_norm: 5.2602 2021-01-27 15:33:05,525 - mmaction - INFO - Epoch [8][920/3757] lr: 1.000e-02, eta: 8 days, 1:24:49, time: 1.978, data_time: 0.026, memory: 7136, top1_acc: 0.4945, top5_acc: 0.7305, loss_cls: 2.2493, loss: 2.2493, grad_norm: 5.2442 2021-01-27 15:33:45,845 - mmaction - INFO - Epoch [8][940/3757] lr: 1.000e-02, eta: 8 days, 1:24:04, time: 1.980, data_time: 0.011, memory: 7136, top1_acc: 0.4664, top5_acc: 0.7266, loss_cls: 2.2891, loss: 2.2891, grad_norm: 5.2481 2021-01-27 15:34:18,490 - mmaction - INFO - Epoch [8][960/3757] lr: 1.000e-02, eta: 8 days, 1:21:59, time: 1.665, data_time: 0.042, memory: 7136, top1_acc: 0.4828, top5_acc: 0.7359, loss_cls: 2.2436, loss: 2.2436, grad_norm: 5.0681 2021-01-27 15:34:53,789 - mmaction - INFO - Epoch [8][980/3757] lr: 1.000e-02, eta: 8 days, 1:20:21, time: 1.772, data_time: 0.012, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7297, loss_cls: 2.2132, loss: 2.2132, grad_norm: 5.1571 2021-01-27 15:35:25,707 - mmaction - INFO - Epoch [8][1000/3757] lr: 1.000e-02, eta: 8 days, 1:17:58, time: 1.593, data_time: 0.006, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7453, loss_cls: 2.1463, loss: 2.1463, grad_norm: 5.1828 2021-01-27 15:35:55,821 - mmaction - INFO - Epoch [8][1020/3757] lr: 1.000e-02, eta: 8 days, 1:15:14, time: 1.509, data_time: 0.005, memory: 7136, top1_acc: 0.4961, top5_acc: 0.7406, loss_cls: 2.1548, loss: 2.1548, grad_norm: 5.3548 2021-01-27 15:36:27,454 - mmaction - INFO - Epoch [8][1040/3757] lr: 1.000e-02, eta: 8 days, 1:12:45, time: 1.570, data_time: 0.002, memory: 7136, top1_acc: 0.4664, top5_acc: 0.7141, loss_cls: 2.3092, loss: 2.3092, grad_norm: 5.2113 2021-01-27 15:37:06,988 - mmaction - INFO - Epoch [8][1060/3757] lr: 1.000e-02, eta: 8 days, 1:11:58, time: 1.969, data_time: 0.016, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.1928, loss: 2.1928, grad_norm: 5.3054 2021-01-27 15:37:42,818 - mmaction - INFO - Epoch [8][1080/3757] lr: 1.000e-02, eta: 8 days, 1:10:31, time: 1.811, data_time: 0.025, memory: 7136, top1_acc: 0.4734, top5_acc: 0.7070, loss_cls: 2.2817, loss: 2.2817, grad_norm: 5.2329 2021-01-27 15:38:19,621 - mmaction - INFO - Epoch [8][1100/3757] lr: 1.000e-02, eta: 8 days, 1:09:10, time: 1.836, data_time: 0.005, memory: 7136, top1_acc: 0.4562, top5_acc: 0.7148, loss_cls: 2.3200, loss: 2.3200, grad_norm: 5.4629 2021-01-27 15:38:52,430 - mmaction - INFO - Epoch [8][1120/3757] lr: 1.000e-02, eta: 8 days, 1:07:01, time: 1.644, data_time: 0.009, memory: 7136, top1_acc: 0.4742, top5_acc: 0.7133, loss_cls: 2.3057, loss: 2.3057, grad_norm: 5.2201 2021-01-27 15:39:24,114 - mmaction - INFO - Epoch [8][1140/3757] lr: 1.000e-02, eta: 8 days, 1:04:34, time: 1.574, data_time: 0.011, memory: 7136, top1_acc: 0.4680, top5_acc: 0.6953, loss_cls: 2.4417, loss: 2.4417, grad_norm: 5.1417 2021-01-27 15:40:04,436 - mmaction - INFO - Epoch [8][1160/3757] lr: 1.000e-02, eta: 8 days, 1:03:54, time: 1.995, data_time: 0.014, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7344, loss_cls: 2.2033, loss: 2.2033, grad_norm: 5.0552 2021-01-27 15:40:45,217 - mmaction - INFO - Epoch [8][1180/3757] lr: 1.000e-02, eta: 8 days, 1:03:32, time: 2.066, data_time: 0.033, memory: 7136, top1_acc: 0.4617, top5_acc: 0.7078, loss_cls: 2.3216, loss: 2.3216, grad_norm: 5.3845 2021-01-27 15:41:26,149 - mmaction - INFO - Epoch [8][1200/3757] lr: 1.000e-02, eta: 8 days, 1:03:04, time: 2.043, data_time: 0.009, memory: 7136, top1_acc: 0.4688, top5_acc: 0.7320, loss_cls: 2.2676, loss: 2.2676, grad_norm: 5.2850 2021-01-27 15:42:00,322 - mmaction - INFO - Epoch [8][1220/3757] lr: 1.000e-02, eta: 8 days, 1:01:06, time: 1.690, data_time: 0.010, memory: 7136, top1_acc: 0.4844, top5_acc: 0.7320, loss_cls: 2.2640, loss: 2.2640, grad_norm: 5.1504 2021-01-27 15:42:39,816 - mmaction - INFO - Epoch [8][1240/3757] lr: 1.000e-02, eta: 8 days, 1:00:27, time: 1.997, data_time: 0.051, memory: 7136, top1_acc: 0.4703, top5_acc: 0.7125, loss_cls: 2.2715, loss: 2.2715, grad_norm: 5.2140 2021-01-27 15:43:11,876 - mmaction - INFO - Epoch [8][1260/3757] lr: 1.000e-02, eta: 8 days, 0:58:03, time: 1.584, data_time: 0.009, memory: 7136, top1_acc: 0.4773, top5_acc: 0.7422, loss_cls: 2.2040, loss: 2.2040, grad_norm: 5.0888 2021-01-27 15:43:45,370 - mmaction - INFO - Epoch [8][1280/3757] lr: 1.000e-02, eta: 8 days, 0:56:03, time: 1.678, data_time: 0.030, memory: 7136, top1_acc: 0.4719, top5_acc: 0.7164, loss_cls: 2.3134, loss: 2.3134, grad_norm: 5.1023 2021-01-27 15:44:12,412 - mmaction - INFO - Epoch [8][1300/3757] lr: 1.000e-02, eta: 8 days, 0:52:42, time: 1.355, data_time: 0.022, memory: 7136, top1_acc: 0.4836, top5_acc: 0.7180, loss_cls: 2.2700, loss: 2.2700, grad_norm: 5.1363 2021-01-27 15:44:36,452 - mmaction - INFO - Epoch [8][1320/3757] lr: 1.000e-02, eta: 8 days, 0:48:42, time: 1.205, data_time: 0.017, memory: 7136, top1_acc: 0.4648, top5_acc: 0.7102, loss_cls: 2.3131, loss: 2.3131, grad_norm: 5.1920 2021-01-27 15:45:20,848 - mmaction - INFO - Epoch [8][1340/3757] lr: 1.000e-02, eta: 8 days, 0:48:57, time: 2.211, data_time: 0.016, memory: 7136, top1_acc: 0.4742, top5_acc: 0.7180, loss_cls: 2.2886, loss: 2.2886, grad_norm: 5.2107 2021-01-27 15:45:54,018 - mmaction - INFO - Epoch [8][1360/3757] lr: 1.000e-02, eta: 8 days, 0:46:55, time: 1.667, data_time: 0.030, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7188, loss_cls: 2.3074, loss: 2.3074, grad_norm: 5.0075 2021-01-27 15:46:23,700 - mmaction - INFO - Epoch [8][1380/3757] lr: 1.000e-02, eta: 8 days, 0:44:04, time: 1.472, data_time: 0.004, memory: 7136, top1_acc: 0.4867, top5_acc: 0.7180, loss_cls: 2.2689, loss: 2.2689, grad_norm: 5.0933 2021-01-27 15:46:58,049 - mmaction - INFO - Epoch [8][1400/3757] lr: 1.000e-02, eta: 8 days, 0:42:18, time: 1.729, data_time: 0.017, memory: 7136, top1_acc: 0.4734, top5_acc: 0.7203, loss_cls: 2.2920, loss: 2.2920, grad_norm: 5.2429 2021-01-27 15:47:36,281 - mmaction - INFO - Epoch [8][1420/3757] lr: 1.000e-02, eta: 8 days, 0:41:15, time: 1.902, data_time: 0.003, memory: 7136, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3172, loss: 2.3172, grad_norm: 5.1559 2021-01-27 15:48:08,002 - mmaction - INFO - Epoch [8][1440/3757] lr: 1.000e-02, eta: 8 days, 0:38:52, time: 1.582, data_time: 0.015, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7203, loss_cls: 2.2233, loss: 2.2233, grad_norm: 5.1562 2021-01-27 15:48:39,317 - mmaction - INFO - Epoch [8][1460/3757] lr: 1.000e-02, eta: 8 days, 0:36:25, time: 1.568, data_time: 0.019, memory: 7136, top1_acc: 0.4719, top5_acc: 0.7102, loss_cls: 2.3527, loss: 2.3527, grad_norm: 4.9760 2021-01-27 15:49:18,112 - mmaction - INFO - Epoch [8][1480/3757] lr: 1.000e-02, eta: 8 days, 0:35:33, time: 1.945, data_time: 0.016, memory: 7136, top1_acc: 0.4836, top5_acc: 0.7242, loss_cls: 2.2425, loss: 2.2425, grad_norm: 5.0665 2021-01-27 15:49:52,863 - mmaction - INFO - Epoch [8][1500/3757] lr: 1.000e-02, eta: 8 days, 0:33:50, time: 1.737, data_time: 0.010, memory: 7136, top1_acc: 0.4578, top5_acc: 0.7164, loss_cls: 2.2999, loss: 2.2999, grad_norm: 4.9339 2021-01-27 15:50:19,523 - mmaction - INFO - Epoch [8][1520/3757] lr: 1.000e-02, eta: 8 days, 0:30:26, time: 1.337, data_time: 0.011, memory: 7136, top1_acc: 0.4523, top5_acc: 0.7172, loss_cls: 2.3156, loss: 2.3156, grad_norm: 5.2495 2021-01-27 15:50:53,788 - mmaction - INFO - Epoch [8][1540/3757] lr: 1.000e-02, eta: 8 days, 0:28:32, time: 1.696, data_time: 0.007, memory: 7136, top1_acc: 0.4773, top5_acc: 0.7078, loss_cls: 2.3819, loss: 2.3819, grad_norm: 5.2760 2021-01-27 15:51:35,722 - mmaction - INFO - Epoch [8][1560/3757] lr: 1.000e-02, eta: 8 days, 0:28:22, time: 2.112, data_time: 0.026, memory: 7136, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.2487, loss: 2.2487, grad_norm: 5.2583 2021-01-27 15:52:08,179 - mmaction - INFO - Epoch [8][1580/3757] lr: 1.000e-02, eta: 8 days, 0:26:12, time: 1.628, data_time: 0.009, memory: 7136, top1_acc: 0.4648, top5_acc: 0.7289, loss_cls: 2.2642, loss: 2.2642, grad_norm: 5.3411 2021-01-27 15:52:37,721 - mmaction - INFO - Epoch [8][1600/3757] lr: 1.000e-02, eta: 8 days, 0:23:22, time: 1.473, data_time: 0.009, memory: 7136, top1_acc: 0.4695, top5_acc: 0.7336, loss_cls: 2.2466, loss: 2.2466, grad_norm: 5.2954 2021-01-27 15:53:15,643 - mmaction - INFO - Epoch [8][1620/3757] lr: 1.000e-02, eta: 8 days, 0:22:20, time: 1.900, data_time: 0.021, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7094, loss_cls: 2.2817, loss: 2.2817, grad_norm: 5.2124 2021-01-27 15:53:43,593 - mmaction - INFO - Epoch [8][1640/3757] lr: 1.000e-02, eta: 8 days, 0:19:11, time: 1.394, data_time: 0.015, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7359, loss_cls: 2.1915, loss: 2.1915, grad_norm: 5.1757 2021-01-27 15:54:14,216 - mmaction - INFO - Epoch [8][1660/3757] lr: 1.000e-02, eta: 8 days, 0:16:36, time: 1.526, data_time: 0.018, memory: 7136, top1_acc: 0.5102, top5_acc: 0.7320, loss_cls: 2.1150, loss: 2.1150, grad_norm: 5.1321 2021-01-27 15:54:46,072 - mmaction - INFO - Epoch [8][1680/3757] lr: 1.000e-02, eta: 8 days, 0:14:15, time: 1.584, data_time: 0.012, memory: 7136, top1_acc: 0.4820, top5_acc: 0.7352, loss_cls: 2.2617, loss: 2.2617, grad_norm: 5.3108 2021-01-27 15:55:21,459 - mmaction - INFO - Epoch [8][1700/3757] lr: 1.000e-02, eta: 8 days, 0:12:41, time: 1.770, data_time: 0.020, memory: 7136, top1_acc: 0.5102, top5_acc: 0.7398, loss_cls: 2.2067, loss: 2.2067, grad_norm: 5.0896 2021-01-27 15:55:56,716 - mmaction - INFO - Epoch [8][1720/3757] lr: 1.000e-02, eta: 8 days, 0:11:07, time: 1.774, data_time: 0.019, memory: 7136, top1_acc: 0.4633, top5_acc: 0.7086, loss_cls: 2.3243, loss: 2.3243, grad_norm: 5.3031 2021-01-27 15:56:23,774 - mmaction - INFO - Epoch [8][1740/3757] lr: 1.000e-02, eta: 8 days, 0:07:47, time: 1.345, data_time: 0.009, memory: 7136, top1_acc: 0.4758, top5_acc: 0.7305, loss_cls: 2.2584, loss: 2.2584, grad_norm: 4.8686 2021-01-27 15:57:00,631 - mmaction - INFO - Epoch [8][1760/3757] lr: 1.000e-02, eta: 8 days, 0:06:33, time: 1.850, data_time: 0.015, memory: 7136, top1_acc: 0.4719, top5_acc: 0.7328, loss_cls: 2.2582, loss: 2.2582, grad_norm: 5.1842 2021-01-27 15:57:34,648 - mmaction - INFO - Epoch [8][1780/3757] lr: 1.000e-02, eta: 8 days, 0:04:40, time: 1.694, data_time: 0.009, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2466, loss: 2.2466, grad_norm: 5.0005 2021-01-27 15:58:04,855 - mmaction - INFO - Epoch [8][1800/3757] lr: 1.000e-02, eta: 8 days, 0:02:00, time: 1.501, data_time: 0.025, memory: 7136, top1_acc: 0.4758, top5_acc: 0.7234, loss_cls: 2.2496, loss: 2.2496, grad_norm: 5.1060 2021-01-27 15:58:42,418 - mmaction - INFO - Epoch [8][1820/3757] lr: 1.000e-02, eta: 8 days, 0:00:56, time: 1.892, data_time: 0.025, memory: 7136, top1_acc: 0.4734, top5_acc: 0.7109, loss_cls: 2.3234, loss: 2.3234, grad_norm: 5.4329 2021-01-27 15:59:13,953 - mmaction - INFO - Epoch [8][1840/3757] lr: 1.000e-02, eta: 7 days, 23:58:36, time: 1.584, data_time: 0.012, memory: 7136, top1_acc: 0.4531, top5_acc: 0.7172, loss_cls: 2.3386, loss: 2.3386, grad_norm: 4.9624 2021-01-27 15:59:49,373 - mmaction - INFO - Epoch [8][1860/3757] lr: 1.000e-02, eta: 7 days, 23:57:01, time: 1.765, data_time: 0.012, memory: 7136, top1_acc: 0.4680, top5_acc: 0.7250, loss_cls: 2.3336, loss: 2.3336, grad_norm: 5.2422 2021-01-27 16:00:20,045 - mmaction - INFO - Epoch [8][1880/3757] lr: 1.000e-02, eta: 7 days, 23:54:30, time: 1.535, data_time: 0.013, memory: 7136, top1_acc: 0.4820, top5_acc: 0.7344, loss_cls: 2.2331, loss: 2.2331, grad_norm: 5.0303 2021-01-27 16:01:00,300 - mmaction - INFO - Epoch [8][1900/3757] lr: 1.000e-02, eta: 7 days, 23:53:57, time: 2.015, data_time: 0.009, memory: 7136, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2473, loss: 2.2473, grad_norm: 5.0844 2021-01-27 16:01:39,067 - mmaction - INFO - Epoch [8][1920/3757] lr: 1.000e-02, eta: 7 days, 23:53:05, time: 1.939, data_time: 0.004, memory: 7136, top1_acc: 0.4742, top5_acc: 0.7172, loss_cls: 2.3133, loss: 2.3133, grad_norm: 5.1289 2021-01-27 16:02:10,251 - mmaction - INFO - Epoch [8][1940/3757] lr: 1.000e-02, eta: 7 days, 23:50:36, time: 1.544, data_time: 0.003, memory: 7136, top1_acc: 0.4633, top5_acc: 0.7219, loss_cls: 2.2713, loss: 2.2713, grad_norm: 5.2868 2021-01-27 16:02:58,857 - mmaction - INFO - Epoch [8][1960/3757] lr: 1.000e-02, eta: 7 days, 23:51:40, time: 2.411, data_time: 0.018, memory: 7136, top1_acc: 0.4883, top5_acc: 0.7438, loss_cls: 2.1937, loss: 2.1937, grad_norm: 5.0754 2021-01-27 16:03:33,494 - mmaction - INFO - Epoch [8][1980/3757] lr: 1.000e-02, eta: 7 days, 23:50:06, time: 1.767, data_time: 0.041, memory: 7136, top1_acc: 0.4750, top5_acc: 0.7266, loss_cls: 2.2968, loss: 2.2968, grad_norm: 5.0173 2021-01-27 16:04:10,468 - mmaction - INFO - Epoch [8][2000/3757] lr: 1.000e-02, eta: 7 days, 23:48:51, time: 1.845, data_time: 0.010, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7391, loss_cls: 2.2117, loss: 2.2117, grad_norm: 5.0954 2021-01-27 16:04:44,581 - mmaction - INFO - Epoch [8][2020/3757] lr: 1.000e-02, eta: 7 days, 23:46:59, time: 1.692, data_time: 0.010, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7148, loss_cls: 2.2936, loss: 2.2936, grad_norm: 5.0618 2021-01-27 16:05:18,832 - mmaction - INFO - Epoch [8][2040/3757] lr: 1.000e-02, eta: 7 days, 23:45:11, time: 1.709, data_time: 0.022, memory: 7136, top1_acc: 0.4617, top5_acc: 0.7250, loss_cls: 2.3378, loss: 2.3378, grad_norm: 5.1580 2021-01-27 16:05:56,418 - mmaction - INFO - Epoch [8][2060/3757] lr: 1.000e-02, eta: 7 days, 23:44:10, time: 1.901, data_time: 0.030, memory: 7136, top1_acc: 0.4828, top5_acc: 0.7258, loss_cls: 2.2548, loss: 2.2548, grad_norm: 5.3626 2021-01-27 16:06:31,766 - mmaction - INFO - Epoch [8][2080/3757] lr: 1.000e-02, eta: 7 days, 23:42:34, time: 1.759, data_time: 0.012, memory: 7136, top1_acc: 0.4758, top5_acc: 0.7305, loss_cls: 2.2320, loss: 2.2320, grad_norm: 5.1806 2021-01-27 16:07:18,472 - mmaction - INFO - Epoch [8][2100/3757] lr: 1.000e-02, eta: 7 days, 23:43:17, time: 2.324, data_time: 0.025, memory: 7136, top1_acc: 0.4664, top5_acc: 0.6898, loss_cls: 2.3675, loss: 2.3675, grad_norm: 5.0167 2021-01-27 16:07:54,244 - mmaction - INFO - Epoch [8][2120/3757] lr: 1.000e-02, eta: 7 days, 23:41:52, time: 1.805, data_time: 0.022, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7305, loss_cls: 2.2745, loss: 2.2745, grad_norm: 5.1702 2021-01-27 16:08:24,960 - mmaction - INFO - Epoch [8][2140/3757] lr: 1.000e-02, eta: 7 days, 23:39:19, time: 1.520, data_time: 0.005, memory: 7136, top1_acc: 0.4883, top5_acc: 0.7336, loss_cls: 2.1713, loss: 2.1713, grad_norm: 5.1635 2021-01-27 16:08:58,246 - mmaction - INFO - Epoch [8][2160/3757] lr: 1.000e-02, eta: 7 days, 23:37:22, time: 1.669, data_time: 0.027, memory: 7136, top1_acc: 0.4609, top5_acc: 0.7133, loss_cls: 2.3237, loss: 2.3237, grad_norm: 5.1745 2021-01-27 16:09:31,065 - mmaction - INFO - Epoch [8][2180/3757] lr: 1.000e-02, eta: 7 days, 23:35:19, time: 1.649, data_time: 0.018, memory: 7136, top1_acc: 0.4781, top5_acc: 0.7195, loss_cls: 2.2642, loss: 2.2642, grad_norm: 5.0519 2021-01-27 16:10:01,679 - mmaction - INFO - Epoch [8][2200/3757] lr: 1.000e-02, eta: 7 days, 23:32:44, time: 1.509, data_time: 0.009, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7375, loss_cls: 2.1990, loss: 2.1990, grad_norm: 5.1111 2021-01-27 16:10:38,764 - mmaction - INFO - Epoch [8][2220/3757] lr: 1.000e-02, eta: 7 days, 23:31:35, time: 1.869, data_time: 0.029, memory: 7136, top1_acc: 0.4680, top5_acc: 0.7133, loss_cls: 2.3585, loss: 2.3585, grad_norm: 5.1502 2021-01-27 16:11:16,441 - mmaction - INFO - Epoch [8][2240/3757] lr: 1.000e-02, eta: 7 days, 23:30:28, time: 1.872, data_time: 0.021, memory: 7136, top1_acc: 0.4703, top5_acc: 0.7219, loss_cls: 2.3349, loss: 2.3349, grad_norm: 5.1826 2021-01-27 16:11:52,826 - mmaction - INFO - Epoch [8][2260/3757] lr: 1.000e-02, eta: 7 days, 23:29:07, time: 1.815, data_time: 0.015, memory: 7136, top1_acc: 0.4914, top5_acc: 0.7289, loss_cls: 2.2487, loss: 2.2487, grad_norm: 5.0356 2021-01-27 16:12:29,317 - mmaction - INFO - Epoch [8][2280/3757] lr: 1.000e-02, eta: 7 days, 23:27:50, time: 1.832, data_time: 0.021, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.1802, loss: 2.1802, grad_norm: 5.0118 2021-01-27 16:12:56,811 - mmaction - INFO - Epoch [8][2300/3757] lr: 1.000e-02, eta: 7 days, 23:24:38, time: 1.358, data_time: 0.010, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7438, loss_cls: 2.1799, loss: 2.1799, grad_norm: 5.2046 2021-01-27 16:13:26,538 - mmaction - INFO - Epoch [8][2320/3757] lr: 1.000e-02, eta: 7 days, 23:21:59, time: 1.494, data_time: 0.030, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7359, loss_cls: 2.1773, loss: 2.1773, grad_norm: 5.0796 2021-01-27 16:13:58,852 - mmaction - INFO - Epoch [8][2340/3757] lr: 1.000e-02, eta: 7 days, 23:19:54, time: 1.632, data_time: 0.021, memory: 7136, top1_acc: 0.4883, top5_acc: 0.7383, loss_cls: 2.1714, loss: 2.1714, grad_norm: 5.1739 2021-01-27 16:14:37,196 - mmaction - INFO - Epoch [8][2360/3757] lr: 1.000e-02, eta: 7 days, 23:18:56, time: 1.909, data_time: 0.015, memory: 7136, top1_acc: 0.4773, top5_acc: 0.7258, loss_cls: 2.2742, loss: 2.2742, grad_norm: 5.1078 2021-01-27 16:15:03,143 - mmaction - INFO - Epoch [8][2380/3757] lr: 1.000e-02, eta: 7 days, 23:15:31, time: 1.301, data_time: 0.014, memory: 7136, top1_acc: 0.4523, top5_acc: 0.7063, loss_cls: 2.3349, loss: 2.3349, grad_norm: 5.1489 2021-01-27 16:15:39,369 - mmaction - INFO - Epoch [8][2400/3757] lr: 1.000e-02, eta: 7 days, 23:14:10, time: 1.813, data_time: 0.012, memory: 7136, top1_acc: 0.4562, top5_acc: 0.7227, loss_cls: 2.3042, loss: 2.3042, grad_norm: 5.2118 2021-01-27 16:16:09,952 - mmaction - INFO - Epoch [8][2420/3757] lr: 1.000e-02, eta: 7 days, 23:11:40, time: 1.529, data_time: 0.010, memory: 7136, top1_acc: 0.4836, top5_acc: 0.7289, loss_cls: 2.2059, loss: 2.2059, grad_norm: 5.1710 2021-01-27 16:16:42,401 - mmaction - INFO - Epoch [8][2440/3757] lr: 1.000e-02, eta: 7 days, 23:09:29, time: 1.603, data_time: 0.009, memory: 7136, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.2214, loss: 2.2214, grad_norm: 5.2247 2021-01-27 16:17:26,041 - mmaction - INFO - Epoch [8][2460/3757] lr: 1.000e-02, eta: 7 days, 23:09:35, time: 2.174, data_time: 0.027, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7359, loss_cls: 2.1559, loss: 2.1559, grad_norm: 5.1330 2021-01-27 16:18:05,336 - mmaction - INFO - Epoch [8][2480/3757] lr: 1.000e-02, eta: 7 days, 23:08:56, time: 1.987, data_time: 0.033, memory: 7136, top1_acc: 0.4664, top5_acc: 0.7188, loss_cls: 2.2991, loss: 2.2991, grad_norm: 5.0403 2021-01-27 16:18:48,522 - mmaction - INFO - Epoch [8][2500/3757] lr: 1.000e-02, eta: 7 days, 23:08:58, time: 2.157, data_time: 0.010, memory: 7136, top1_acc: 0.4680, top5_acc: 0.7086, loss_cls: 2.3271, loss: 2.3271, grad_norm: 5.0614 2021-01-27 16:19:34,423 - mmaction - INFO - Epoch [8][2520/3757] lr: 1.000e-02, eta: 7 days, 23:09:32, time: 2.288, data_time: 0.012, memory: 7136, top1_acc: 0.4625, top5_acc: 0.7141, loss_cls: 2.3324, loss: 2.3324, grad_norm: 5.1730 2021-01-27 16:20:05,387 - mmaction - INFO - Epoch [8][2540/3757] lr: 1.000e-02, eta: 7 days, 23:07:05, time: 1.537, data_time: 0.020, memory: 7136, top1_acc: 0.4562, top5_acc: 0.7055, loss_cls: 2.3345, loss: 2.3345, grad_norm: 5.2517 2021-01-27 16:20:42,112 - mmaction - INFO - Epoch [8][2560/3757] lr: 1.000e-02, eta: 7 days, 23:05:53, time: 1.849, data_time: 0.038, memory: 7136, top1_acc: 0.4570, top5_acc: 0.7039, loss_cls: 2.2956, loss: 2.2956, grad_norm: 5.1436 2021-01-27 16:21:15,885 - mmaction - INFO - Epoch [8][2580/3757] lr: 1.000e-02, eta: 7 days, 23:04:02, time: 1.688, data_time: 0.024, memory: 7136, top1_acc: 0.4617, top5_acc: 0.7305, loss_cls: 2.2904, loss: 2.2904, grad_norm: 5.2289 2021-01-27 16:21:46,450 - mmaction - INFO - Epoch [8][2600/3757] lr: 1.000e-02, eta: 7 days, 23:01:30, time: 1.516, data_time: 0.018, memory: 7136, top1_acc: 0.4672, top5_acc: 0.7281, loss_cls: 2.2833, loss: 2.2833, grad_norm: 5.2295 2021-01-27 16:22:27,064 - mmaction - INFO - Epoch [8][2620/3757] lr: 1.000e-02, eta: 7 days, 23:01:07, time: 2.052, data_time: 0.039, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7422, loss_cls: 2.1578, loss: 2.1578, grad_norm: 5.2042 2021-01-27 16:23:02,555 - mmaction - INFO - Epoch [8][2640/3757] lr: 1.000e-02, eta: 7 days, 22:59:35, time: 1.764, data_time: 0.012, memory: 7136, top1_acc: 0.4766, top5_acc: 0.7289, loss_cls: 2.2397, loss: 2.2397, grad_norm: 5.3442 2021-01-27 16:23:39,770 - mmaction - INFO - Epoch [8][2660/3757] lr: 1.000e-02, eta: 7 days, 22:58:27, time: 1.864, data_time: 0.020, memory: 7136, top1_acc: 0.4734, top5_acc: 0.7328, loss_cls: 2.2613, loss: 2.2613, grad_norm: 5.1870 2021-01-27 16:24:08,770 - mmaction - INFO - Epoch [8][2680/3757] lr: 1.000e-02, eta: 7 days, 22:55:43, time: 1.462, data_time: 0.016, memory: 7136, top1_acc: 0.4727, top5_acc: 0.7273, loss_cls: 2.2889, loss: 2.2889, grad_norm: 5.1731 2021-01-27 16:24:38,552 - mmaction - INFO - Epoch [8][2700/3757] lr: 1.000e-02, eta: 7 days, 22:53:03, time: 1.479, data_time: 0.010, memory: 7136, top1_acc: 0.4742, top5_acc: 0.7266, loss_cls: 2.2877, loss: 2.2877, grad_norm: 4.9666 2021-01-27 16:25:11,412 - mmaction - INFO - Epoch [8][2720/3757] lr: 1.000e-02, eta: 7 days, 22:51:05, time: 1.654, data_time: 0.012, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7258, loss_cls: 2.2640, loss: 2.2640, grad_norm: 5.0376 2021-01-27 16:25:46,575 - mmaction - INFO - Epoch [8][2740/3757] lr: 1.000e-02, eta: 7 days, 22:49:32, time: 1.758, data_time: 0.016, memory: 7136, top1_acc: 0.4844, top5_acc: 0.7219, loss_cls: 2.2386, loss: 2.2386, grad_norm: 5.1784 2021-01-27 16:26:26,150 - mmaction - INFO - Epoch [8][2760/3757] lr: 1.000e-02, eta: 7 days, 22:48:49, time: 1.968, data_time: 0.004, memory: 7136, top1_acc: 0.4531, top5_acc: 0.6766, loss_cls: 2.4398, loss: 2.4398, grad_norm: 5.3233 2021-01-27 16:27:05,246 - mmaction - INFO - Epoch [8][2780/3757] lr: 1.000e-02, eta: 7 days, 22:48:05, time: 1.963, data_time: 0.014, memory: 7136, top1_acc: 0.4727, top5_acc: 0.7297, loss_cls: 2.2692, loss: 2.2692, grad_norm: 4.9498 2021-01-27 16:27:41,331 - mmaction - INFO - Epoch [8][2800/3757] lr: 1.000e-02, eta: 7 days, 22:46:42, time: 1.802, data_time: 0.007, memory: 7136, top1_acc: 0.4688, top5_acc: 0.7195, loss_cls: 2.3184, loss: 2.3184, grad_norm: 5.0842 2021-01-27 16:28:11,279 - mmaction - INFO - Epoch [8][2820/3757] lr: 1.000e-02, eta: 7 days, 22:44:03, time: 1.478, data_time: 0.005, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.1857, loss: 2.1857, grad_norm: 5.0595 2021-01-27 16:28:48,245 - mmaction - INFO - Epoch [8][2840/3757] lr: 1.000e-02, eta: 7 days, 22:42:52, time: 1.851, data_time: 0.032, memory: 7136, top1_acc: 0.4477, top5_acc: 0.7242, loss_cls: 2.3404, loss: 2.3404, grad_norm: 5.1907 2021-01-27 16:29:23,690 - mmaction - INFO - Epoch [8][2860/3757] lr: 1.000e-02, eta: 7 days, 22:41:25, time: 1.782, data_time: 0.023, memory: 7136, top1_acc: 0.4625, top5_acc: 0.7336, loss_cls: 2.2535, loss: 2.2535, grad_norm: 5.2553 2021-01-27 16:29:58,755 - mmaction - INFO - Epoch [8][2880/3757] lr: 1.000e-02, eta: 7 days, 22:39:48, time: 1.738, data_time: 0.014, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7086, loss_cls: 2.2683, loss: 2.2683, grad_norm: 5.0509 2021-01-27 16:30:33,164 - mmaction - INFO - Epoch [8][2900/3757] lr: 1.000e-02, eta: 7 days, 22:38:08, time: 1.727, data_time: 0.028, memory: 7136, top1_acc: 0.4844, top5_acc: 0.7016, loss_cls: 2.3003, loss: 2.3003, grad_norm: 5.2063 2021-01-27 16:31:17,769 - mmaction - INFO - Epoch [8][2920/3757] lr: 1.000e-02, eta: 7 days, 22:38:30, time: 2.239, data_time: 0.021, memory: 7136, top1_acc: 0.4789, top5_acc: 0.7219, loss_cls: 2.2493, loss: 2.2493, grad_norm: 5.2996 2021-01-27 16:31:50,362 - mmaction - INFO - Epoch [8][2940/3757] lr: 1.000e-02, eta: 7 days, 22:36:23, time: 1.612, data_time: 0.014, memory: 7136, top1_acc: 0.4813, top5_acc: 0.7383, loss_cls: 2.1934, loss: 2.1934, grad_norm: 5.2633 2021-01-27 16:32:30,290 - mmaction - INFO - Epoch [8][2960/3757] lr: 1.000e-02, eta: 7 days, 22:35:49, time: 2.004, data_time: 0.034, memory: 7136, top1_acc: 0.4859, top5_acc: 0.7188, loss_cls: 2.2733, loss: 2.2733, grad_norm: 5.3127 2021-01-27 16:33:10,603 - mmaction - INFO - Epoch [8][2980/3757] lr: 1.000e-02, eta: 7 days, 22:35:17, time: 2.016, data_time: 0.026, memory: 7136, top1_acc: 0.4883, top5_acc: 0.7234, loss_cls: 2.2717, loss: 2.2717, grad_norm: 5.1131 2021-01-27 16:33:43,668 - mmaction - INFO - Epoch [8][3000/3757] lr: 1.000e-02, eta: 7 days, 22:33:20, time: 1.649, data_time: 0.023, memory: 7136, top1_acc: 0.4430, top5_acc: 0.7211, loss_cls: 2.3337, loss: 2.3337, grad_norm: 5.3070 2021-01-27 16:34:28,405 - mmaction - INFO - Epoch [8][3020/3757] lr: 1.000e-02, eta: 7 days, 22:33:46, time: 2.261, data_time: 0.031, memory: 7136, top1_acc: 0.4734, top5_acc: 0.7109, loss_cls: 2.3481, loss: 2.3481, grad_norm: 5.0224 2021-01-27 16:34:56,432 - mmaction - INFO - Epoch [8][3040/3757] lr: 1.000e-02, eta: 7 days, 22:30:48, time: 1.394, data_time: 0.004, memory: 7136, top1_acc: 0.4555, top5_acc: 0.7375, loss_cls: 2.1541, loss: 2.1541, grad_norm: 5.0836 2021-01-27 16:35:23,043 - mmaction - INFO - Epoch [8][3060/3757] lr: 1.000e-02, eta: 7 days, 22:27:33, time: 1.319, data_time: 0.010, memory: 7136, top1_acc: 0.4633, top5_acc: 0.7070, loss_cls: 2.2897, loss: 2.2897, grad_norm: 5.1902 2021-01-27 16:35:53,653 - mmaction - INFO - Epoch [8][3080/3757] lr: 1.000e-02, eta: 7 days, 22:25:10, time: 1.541, data_time: 0.021, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7320, loss_cls: 2.2519, loss: 2.2519, grad_norm: 5.1706 2021-01-27 16:36:23,683 - mmaction - INFO - Epoch [8][3100/3757] lr: 1.000e-02, eta: 7 days, 22:22:39, time: 1.507, data_time: 0.010, memory: 7136, top1_acc: 0.4719, top5_acc: 0.7133, loss_cls: 2.3451, loss: 2.3451, grad_norm: 4.8132 2021-01-27 16:37:04,576 - mmaction - INFO - Epoch [8][3120/3757] lr: 1.000e-02, eta: 7 days, 22:22:11, time: 2.028, data_time: 0.009, memory: 7136, top1_acc: 0.4695, top5_acc: 0.7328, loss_cls: 2.2489, loss: 2.2489, grad_norm: 5.1047 2021-01-27 16:37:45,648 - mmaction - INFO - Epoch [8][3140/3757] lr: 1.000e-02, eta: 7 days, 22:21:49, time: 2.056, data_time: 0.021, memory: 7136, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.2234, loss: 2.2234, grad_norm: 5.0367 2021-01-27 16:38:18,897 - mmaction - INFO - Epoch [8][3160/3757] lr: 1.000e-02, eta: 7 days, 22:19:53, time: 1.651, data_time: 0.018, memory: 7136, top1_acc: 0.4680, top5_acc: 0.7070, loss_cls: 2.2734, loss: 2.2734, grad_norm: 4.8817 2021-01-27 16:38:47,167 - mmaction - INFO - Epoch [8][3180/3757] lr: 1.000e-02, eta: 7 days, 22:17:00, time: 1.412, data_time: 0.028, memory: 7136, top1_acc: 0.4914, top5_acc: 0.7328, loss_cls: 2.1673, loss: 2.1673, grad_norm: 5.1278 2021-01-27 16:39:26,278 - mmaction - INFO - Epoch [8][3200/3757] lr: 1.000e-02, eta: 7 days, 22:16:18, time: 1.971, data_time: 0.042, memory: 7136, top1_acc: 0.4758, top5_acc: 0.7383, loss_cls: 2.2433, loss: 2.2433, grad_norm: 5.2514 2021-01-27 16:40:15,964 - mmaction - INFO - Epoch [8][3220/3757] lr: 1.000e-02, eta: 7 days, 22:17:37, time: 2.482, data_time: 0.022, memory: 7136, top1_acc: 0.4750, top5_acc: 0.7344, loss_cls: 2.2326, loss: 2.2326, grad_norm: 5.2871 2021-01-27 16:40:50,504 - mmaction - INFO - Epoch [8][3240/3757] lr: 1.000e-02, eta: 7 days, 22:15:59, time: 1.731, data_time: 0.021, memory: 7136, top1_acc: 0.4758, top5_acc: 0.7312, loss_cls: 2.2552, loss: 2.2552, grad_norm: 5.1258 2021-01-27 16:41:22,864 - mmaction - INFO - Epoch [8][3260/3757] lr: 1.000e-02, eta: 7 days, 22:13:56, time: 1.622, data_time: 0.018, memory: 7136, top1_acc: 0.4766, top5_acc: 0.7156, loss_cls: 2.2855, loss: 2.2855, grad_norm: 5.2936 2021-01-27 16:42:00,350 - mmaction - INFO - Epoch [8][3280/3757] lr: 1.000e-02, eta: 7 days, 22:12:52, time: 1.871, data_time: 0.026, memory: 7136, top1_acc: 0.4688, top5_acc: 0.7258, loss_cls: 2.2987, loss: 2.2987, grad_norm: 5.0887 2021-01-27 16:42:39,271 - mmaction - INFO - Epoch [8][3300/3757] lr: 1.000e-02, eta: 7 days, 22:11:58, time: 1.920, data_time: 0.014, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7219, loss_cls: 2.2164, loss: 2.2164, grad_norm: 5.2681 2021-01-27 16:43:17,156 - mmaction - INFO - Epoch [8][3320/3757] lr: 1.000e-02, eta: 7 days, 22:11:07, time: 1.930, data_time: 0.041, memory: 7136, top1_acc: 0.4789, top5_acc: 0.7281, loss_cls: 2.2493, loss: 2.2493, grad_norm: 5.1718 2021-01-27 16:43:52,505 - mmaction - INFO - Epoch [8][3340/3757] lr: 1.000e-02, eta: 7 days, 22:09:35, time: 1.754, data_time: 0.005, memory: 7136, top1_acc: 0.4594, top5_acc: 0.7258, loss_cls: 2.2578, loss: 2.2578, grad_norm: 4.9868 2021-01-27 16:44:25,926 - mmaction - INFO - Epoch [8][3360/3757] lr: 1.000e-02, eta: 7 days, 22:07:45, time: 1.673, data_time: 0.018, memory: 7136, top1_acc: 0.4867, top5_acc: 0.7383, loss_cls: 2.2327, loss: 2.2327, grad_norm: 5.2286 2021-01-27 16:44:58,461 - mmaction - INFO - Epoch [8][3380/3757] lr: 1.000e-02, eta: 7 days, 22:05:45, time: 1.634, data_time: 0.016, memory: 7136, top1_acc: 0.4727, top5_acc: 0.7258, loss_cls: 2.2933, loss: 2.2933, grad_norm: 5.2311 2021-01-27 16:45:40,029 - mmaction - INFO - Epoch [8][3400/3757] lr: 1.000e-02, eta: 7 days, 22:05:25, time: 2.064, data_time: 0.009, memory: 7136, top1_acc: 0.4789, top5_acc: 0.7188, loss_cls: 2.2848, loss: 2.2848, grad_norm: 5.1525 2021-01-27 16:46:19,509 - mmaction - INFO - Epoch [8][3420/3757] lr: 1.000e-02, eta: 7 days, 22:04:46, time: 1.980, data_time: 0.023, memory: 7136, top1_acc: 0.4789, top5_acc: 0.7148, loss_cls: 2.3224, loss: 2.3224, grad_norm: 5.1690 2021-01-27 16:47:00,302 - mmaction - INFO - Epoch [8][3440/3757] lr: 1.000e-02, eta: 7 days, 22:04:23, time: 2.048, data_time: 0.016, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7305, loss_cls: 2.1409, loss: 2.1409, grad_norm: 5.0575 2021-01-27 16:47:34,806 - mmaction - INFO - Epoch [8][3460/3757] lr: 1.000e-02, eta: 7 days, 22:02:39, time: 1.702, data_time: 0.010, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7547, loss_cls: 2.1148, loss: 2.1148, grad_norm: 5.1751 2021-01-27 16:48:10,863 - mmaction - INFO - Epoch [8][3480/3757] lr: 1.000e-02, eta: 7 days, 22:01:24, time: 1.823, data_time: 0.030, memory: 7136, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.1703, loss: 2.1703, grad_norm: 5.2254 2021-01-27 16:48:45,612 - mmaction - INFO - Epoch [8][3500/3757] lr: 1.000e-02, eta: 7 days, 21:59:46, time: 1.726, data_time: 0.010, memory: 7136, top1_acc: 0.4570, top5_acc: 0.7055, loss_cls: 2.3231, loss: 2.3231, grad_norm: 5.1404 2021-01-27 16:49:33,464 - mmaction - INFO - Epoch [8][3520/3757] lr: 1.000e-02, eta: 7 days, 22:00:44, time: 2.398, data_time: 0.036, memory: 7136, top1_acc: 0.4695, top5_acc: 0.7141, loss_cls: 2.3130, loss: 2.3130, grad_norm: 5.0815 2021-01-27 16:50:24,158 - mmaction - INFO - Epoch [8][3540/3757] lr: 1.000e-02, eta: 7 days, 22:02:12, time: 2.530, data_time: 0.015, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7422, loss_cls: 2.1979, loss: 2.1979, grad_norm: 4.9902 2021-01-27 16:50:54,650 - mmaction - INFO - Epoch [8][3560/3757] lr: 1.000e-02, eta: 7 days, 21:59:51, time: 1.540, data_time: 0.020, memory: 7136, top1_acc: 0.4484, top5_acc: 0.7281, loss_cls: 2.3048, loss: 2.3048, grad_norm: 5.2459 2021-01-27 16:51:40,715 - mmaction - INFO - Epoch [8][3580/3757] lr: 1.000e-02, eta: 7 days, 22:00:26, time: 2.299, data_time: 0.014, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7383, loss_cls: 2.1735, loss: 2.1735, grad_norm: 5.0776 2021-01-27 16:52:22,035 - mmaction - INFO - Epoch [8][3600/3757] lr: 1.000e-02, eta: 7 days, 22:00:06, time: 2.061, data_time: 0.022, memory: 7136, top1_acc: 0.4883, top5_acc: 0.7273, loss_cls: 2.2579, loss: 2.2579, grad_norm: 5.1416 2021-01-27 16:52:59,141 - mmaction - INFO - Epoch [8][3620/3757] lr: 1.000e-02, eta: 7 days, 21:58:58, time: 1.858, data_time: 0.022, memory: 7136, top1_acc: 0.4930, top5_acc: 0.7289, loss_cls: 2.2473, loss: 2.2473, grad_norm: 5.1411 2021-01-27 16:53:28,910 - mmaction - INFO - Epoch [8][3640/3757] lr: 1.000e-02, eta: 7 days, 21:56:26, time: 1.492, data_time: 0.017, memory: 7136, top1_acc: 0.4648, top5_acc: 0.7227, loss_cls: 2.3037, loss: 2.3037, grad_norm: 5.2303 2021-01-27 16:54:11,677 - mmaction - INFO - Epoch [8][3660/3757] lr: 1.000e-02, eta: 7 days, 21:56:21, time: 2.127, data_time: 0.010, memory: 7136, top1_acc: 0.4789, top5_acc: 0.7266, loss_cls: 2.2241, loss: 2.2241, grad_norm: 5.1956 2021-01-27 16:54:51,835 - mmaction - INFO - Epoch [8][3680/3757] lr: 1.000e-02, eta: 7 days, 21:55:51, time: 2.018, data_time: 0.023, memory: 7136, top1_acc: 0.4633, top5_acc: 0.7305, loss_cls: 2.2494, loss: 2.2494, grad_norm: 4.9576 2021-01-27 16:55:29,130 - mmaction - INFO - Epoch [8][3700/3757] lr: 1.000e-02, eta: 7 days, 21:54:41, time: 1.845, data_time: 0.014, memory: 7136, top1_acc: 0.4891, top5_acc: 0.7320, loss_cls: 2.1951, loss: 2.1951, grad_norm: 5.0166 2021-01-27 16:56:03,865 - mmaction - INFO - Epoch [8][3720/3757] lr: 1.000e-02, eta: 7 days, 21:53:06, time: 1.736, data_time: 0.030, memory: 7136, top1_acc: 0.4875, top5_acc: 0.7383, loss_cls: 2.1919, loss: 2.1919, grad_norm: 5.0216 2021-01-27 16:56:39,185 - mmaction - INFO - Epoch [8][3740/3757] lr: 1.000e-02, eta: 7 days, 21:51:44, time: 1.795, data_time: 0.044, memory: 7136, top1_acc: 0.4828, top5_acc: 0.7094, loss_cls: 2.2722, loss: 2.2722, grad_norm: 5.1594 2021-01-27 16:57:09,515 - mmaction - INFO - Saving checkpoint at 8 epochs 2021-01-27 20:06:04,958 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-27 20:06:09,720 - mmaction - INFO - top1_acc 0.5802 top5_acc 0.8240 2021-01-27 20:06:09,720 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-27 20:06:09,850 - mmaction - INFO - mean_acc 0.5800 2021-01-27 20:06:09,850 - mmaction - INFO - Now best checkpoint is epoch_8.pth 2021-01-27 20:06:09,953 - mmaction - INFO - Epoch(val) [8][3757] top1_acc: 0.5802, top5_acc: 0.8240, mean_class_accuracy: 0.5800 2021-01-27 20:09:13,196 - mmaction - INFO - Epoch [9][20/3757] lr: 1.000e-02, eta: 7 days, 22:11:25, time: 9.114, data_time: 6.845, memory: 7136, top1_acc: 0.4813, top5_acc: 0.7469, loss_cls: 2.1676, loss: 2.1676, grad_norm: 5.1669 2021-01-27 20:09:43,042 - mmaction - INFO - Epoch [9][40/3757] lr: 1.000e-02, eta: 7 days, 22:08:59, time: 1.519, data_time: 0.033, memory: 7136, top1_acc: 0.4992, top5_acc: 0.7242, loss_cls: 2.2111, loss: 2.2111, grad_norm: 5.4329 2021-01-27 20:10:18,174 - mmaction - INFO - Epoch [9][60/3757] lr: 1.000e-02, eta: 7 days, 22:07:24, time: 1.740, data_time: 0.007, memory: 7136, top1_acc: 0.4844, top5_acc: 0.7391, loss_cls: 2.2209, loss: 2.2209, grad_norm: 5.1519 2021-01-27 20:10:50,882 - mmaction - INFO - Epoch [9][80/3757] lr: 1.000e-02, eta: 7 days, 22:05:25, time: 1.635, data_time: 0.022, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7320, loss_cls: 2.1705, loss: 2.1705, grad_norm: 5.1506 2021-01-27 20:11:34,031 - mmaction - INFO - Epoch [9][100/3757] lr: 1.000e-02, eta: 7 days, 22:05:31, time: 2.178, data_time: 0.025, memory: 7136, top1_acc: 0.4703, top5_acc: 0.7250, loss_cls: 2.2380, loss: 2.2380, grad_norm: 5.1180 2021-01-27 20:12:08,221 - mmaction - INFO - Epoch [9][120/3757] lr: 1.000e-02, eta: 7 days, 22:03:43, time: 1.681, data_time: 0.001, memory: 7136, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2178, loss: 2.2178, grad_norm: 5.2682 2021-01-27 20:12:45,994 - mmaction - INFO - Epoch [9][140/3757] lr: 1.000e-02, eta: 7 days, 22:02:40, time: 1.877, data_time: 0.038, memory: 7136, top1_acc: 0.4961, top5_acc: 0.7578, loss_cls: 2.1478, loss: 2.1478, grad_norm: 5.2377 2021-01-27 20:13:28,248 - mmaction - INFO - Epoch [9][160/3757] lr: 1.000e-02, eta: 7 days, 22:02:32, time: 2.118, data_time: 0.042, memory: 7136, top1_acc: 0.4758, top5_acc: 0.7203, loss_cls: 2.2408, loss: 2.2408, grad_norm: 5.0744 2021-01-27 20:13:59,152 - mmaction - INFO - Epoch [9][180/3757] lr: 1.000e-02, eta: 7 days, 22:00:19, time: 1.572, data_time: 0.051, memory: 7136, top1_acc: 0.4844, top5_acc: 0.7414, loss_cls: 2.2057, loss: 2.2057, grad_norm: 5.1537 2021-01-27 20:14:31,107 - mmaction - INFO - Epoch [9][200/3757] lr: 1.000e-02, eta: 7 days, 21:58:13, time: 1.604, data_time: 0.021, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7648, loss_cls: 2.0661, loss: 2.0661, grad_norm: 4.9645 2021-01-27 20:15:02,010 - mmaction - INFO - Epoch [9][220/3757] lr: 1.000e-02, eta: 7 days, 21:55:51, time: 1.530, data_time: 0.004, memory: 7136, top1_acc: 0.5156, top5_acc: 0.7578, loss_cls: 2.0954, loss: 2.0954, grad_norm: 5.2464 2021-01-27 20:15:30,280 - mmaction - INFO - Epoch [9][240/3757] lr: 1.000e-02, eta: 7 days, 21:53:02, time: 1.412, data_time: 0.020, memory: 7136, top1_acc: 0.4695, top5_acc: 0.7219, loss_cls: 2.2845, loss: 2.2845, grad_norm: 5.0550 2021-01-27 20:16:01,406 - mmaction - INFO - Epoch [9][260/3757] lr: 1.000e-02, eta: 7 days, 21:50:43, time: 1.543, data_time: 0.023, memory: 7136, top1_acc: 0.4883, top5_acc: 0.7516, loss_cls: 2.1454, loss: 2.1454, grad_norm: 5.0909 2021-01-27 20:16:31,328 - mmaction - INFO - Epoch [9][280/3757] lr: 1.000e-02, eta: 7 days, 21:48:19, time: 1.519, data_time: 0.034, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7250, loss_cls: 2.2178, loss: 2.2178, grad_norm: 5.2816 2021-01-27 20:17:04,135 - mmaction - INFO - Epoch [9][300/3757] lr: 1.000e-02, eta: 7 days, 21:46:23, time: 1.643, data_time: 0.011, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7578, loss_cls: 2.0766, loss: 2.0766, grad_norm: 5.1848 2021-01-27 20:17:43,121 - mmaction - INFO - Epoch [9][320/3757] lr: 1.000e-02, eta: 7 days, 21:45:38, time: 1.953, data_time: 0.008, memory: 7136, top1_acc: 0.4805, top5_acc: 0.7195, loss_cls: 2.2866, loss: 2.2866, grad_norm: 5.2544 2021-01-27 20:18:22,969 - mmaction - INFO - Epoch [9][340/3757] lr: 1.000e-02, eta: 7 days, 21:44:56, time: 1.971, data_time: 0.008, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7273, loss_cls: 2.1695, loss: 2.1695, grad_norm: 5.1587 2021-01-27 20:18:59,496 - mmaction - INFO - Epoch [9][360/3757] lr: 1.000e-02, eta: 7 days, 21:43:46, time: 1.843, data_time: 0.026, memory: 7136, top1_acc: 0.5008, top5_acc: 0.7141, loss_cls: 2.2437, loss: 2.2437, grad_norm: 4.9292 2021-01-27 20:19:37,991 - mmaction - INFO - Epoch [9][380/3757] lr: 1.000e-02, eta: 7 days, 21:42:52, time: 1.912, data_time: 0.026, memory: 7136, top1_acc: 0.4930, top5_acc: 0.7281, loss_cls: 2.2174, loss: 2.2174, grad_norm: 5.2031 2021-01-27 20:20:17,350 - mmaction - INFO - Epoch [9][400/3757] lr: 1.000e-02, eta: 7 days, 21:42:03, time: 1.936, data_time: 0.022, memory: 7136, top1_acc: 0.4789, top5_acc: 0.7219, loss_cls: 2.2612, loss: 2.2612, grad_norm: 5.2911 2021-01-27 20:21:03,883 - mmaction - INFO - Epoch [9][420/3757] lr: 1.000e-02, eta: 7 days, 21:42:46, time: 2.343, data_time: 0.057, memory: 7136, top1_acc: 0.4914, top5_acc: 0.7484, loss_cls: 2.1830, loss: 2.1830, grad_norm: 5.1623 2021-01-27 20:21:45,364 - mmaction - INFO - Epoch [9][440/3757] lr: 1.000e-02, eta: 7 days, 21:42:27, time: 2.069, data_time: 0.036, memory: 7136, top1_acc: 0.4813, top5_acc: 0.7391, loss_cls: 2.2263, loss: 2.2263, grad_norm: 5.1535 2021-01-27 20:22:26,097 - mmaction - INFO - Epoch [9][460/3757] lr: 1.000e-02, eta: 7 days, 21:42:06, time: 2.063, data_time: 0.042, memory: 7136, top1_acc: 0.4844, top5_acc: 0.7297, loss_cls: 2.2027, loss: 2.2027, grad_norm: 4.9567 2021-01-27 20:22:53,954 - mmaction - INFO - Epoch [9][480/3757] lr: 1.000e-02, eta: 7 days, 21:39:14, time: 1.391, data_time: 0.017, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7469, loss_cls: 2.1238, loss: 2.1238, grad_norm: 5.2978 2021-01-27 20:23:31,707 - mmaction - INFO - Epoch [9][500/3757] lr: 1.000e-02, eta: 7 days, 21:38:16, time: 1.896, data_time: 0.023, memory: 7136, top1_acc: 0.4930, top5_acc: 0.7523, loss_cls: 2.1705, loss: 2.1705, grad_norm: 5.0219 2021-01-27 20:24:14,876 - mmaction - INFO - Epoch [9][520/3757] lr: 1.000e-02, eta: 7 days, 21:38:18, time: 2.163, data_time: 0.022, memory: 7136, top1_acc: 0.4820, top5_acc: 0.7258, loss_cls: 2.2452, loss: 2.2452, grad_norm: 5.2710 2021-01-27 20:24:57,481 - mmaction - INFO - Epoch [9][540/3757] lr: 1.000e-02, eta: 7 days, 21:38:08, time: 2.112, data_time: 0.014, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7508, loss_cls: 2.1840, loss: 2.1840, grad_norm: 5.0978 2021-01-27 20:25:33,909 - mmaction - INFO - Epoch [9][560/3757] lr: 1.000e-02, eta: 7 days, 21:36:54, time: 1.825, data_time: 0.031, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7352, loss_cls: 2.2111, loss: 2.2111, grad_norm: 5.0337 2021-01-27 20:26:09,388 - mmaction - INFO - Epoch [9][580/3757] lr: 1.000e-02, eta: 7 days, 21:35:30, time: 1.782, data_time: 0.030, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7281, loss_cls: 2.2438, loss: 2.2438, grad_norm: 5.1485 2021-01-27 20:26:48,523 - mmaction - INFO - Epoch [9][600/3757] lr: 1.000e-02, eta: 7 days, 21:34:48, time: 1.965, data_time: 0.013, memory: 7136, top1_acc: 0.4758, top5_acc: 0.7297, loss_cls: 2.2426, loss: 2.2426, grad_norm: 5.1837 2021-01-27 20:27:29,907 - mmaction - INFO - Epoch [9][620/3757] lr: 1.000e-02, eta: 7 days, 21:34:27, time: 2.062, data_time: 0.009, memory: 7136, top1_acc: 0.4961, top5_acc: 0.7133, loss_cls: 2.2320, loss: 2.2320, grad_norm: 5.1816 2021-01-27 20:28:10,926 - mmaction - INFO - Epoch [9][640/3757] lr: 1.000e-02, eta: 7 days, 21:34:03, time: 2.049, data_time: 0.019, memory: 7136, top1_acc: 0.4656, top5_acc: 0.7312, loss_cls: 2.2346, loss: 2.2346, grad_norm: 5.3429 2021-01-27 20:28:53,198 - mmaction - INFO - Epoch [9][660/3757] lr: 1.000e-02, eta: 7 days, 21:33:57, time: 2.125, data_time: 0.016, memory: 7136, top1_acc: 0.4820, top5_acc: 0.7164, loss_cls: 2.2741, loss: 2.2741, grad_norm: 5.1553 2021-01-27 20:29:36,658 - mmaction - INFO - Epoch [9][680/3757] lr: 1.000e-02, eta: 7 days, 21:33:55, time: 2.146, data_time: 0.015, memory: 7136, top1_acc: 0.4766, top5_acc: 0.7188, loss_cls: 2.2644, loss: 2.2644, grad_norm: 5.1264 2021-01-27 20:30:19,751 - mmaction - INFO - Epoch [9][700/3757] lr: 1.000e-02, eta: 7 days, 21:34:01, time: 2.181, data_time: 0.030, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7281, loss_cls: 2.2035, loss: 2.2035, grad_norm: 5.2785 2021-01-27 20:30:50,246 - mmaction - INFO - Epoch [9][720/3757] lr: 1.000e-02, eta: 7 days, 21:31:39, time: 1.524, data_time: 0.008, memory: 7136, top1_acc: 0.4891, top5_acc: 0.7516, loss_cls: 2.2211, loss: 2.2211, grad_norm: 5.1774 2021-01-27 20:31:34,367 - mmaction - INFO - Epoch [9][740/3757] lr: 1.000e-02, eta: 7 days, 21:31:47, time: 2.190, data_time: 0.012, memory: 7136, top1_acc: 0.4695, top5_acc: 0.7023, loss_cls: 2.3296, loss: 2.3296, grad_norm: 5.1244 2021-01-27 20:32:07,265 - mmaction - INFO - Epoch [9][760/3757] lr: 1.000e-02, eta: 7 days, 21:29:55, time: 1.653, data_time: 0.034, memory: 7136, top1_acc: 0.4859, top5_acc: 0.7188, loss_cls: 2.2747, loss: 2.2747, grad_norm: 5.3502 2021-01-27 20:32:44,939 - mmaction - INFO - Epoch [9][780/3757] lr: 1.000e-02, eta: 7 days, 21:28:54, time: 1.884, data_time: 0.032, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7453, loss_cls: 2.1866, loss: 2.1866, grad_norm: 5.1675 2021-01-27 20:33:19,392 - mmaction - INFO - Epoch [9][800/3757] lr: 1.000e-02, eta: 7 days, 21:27:18, time: 1.724, data_time: 0.013, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2224, loss: 2.2224, grad_norm: 5.0995 2021-01-27 20:33:56,313 - mmaction - INFO - Epoch [9][820/3757] lr: 1.000e-02, eta: 7 days, 21:26:09, time: 1.847, data_time: 0.009, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7320, loss_cls: 2.2032, loss: 2.2032, grad_norm: 4.9296 2021-01-27 20:34:53,501 - mmaction - INFO - Epoch [9][840/3757] lr: 1.000e-02, eta: 7 days, 21:28:44, time: 2.848, data_time: 0.008, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7453, loss_cls: 2.1613, loss: 2.1613, grad_norm: 5.1060 2021-01-27 20:35:42,812 - mmaction - INFO - Epoch [9][860/3757] lr: 1.000e-02, eta: 7 days, 21:29:57, time: 2.481, data_time: 0.031, memory: 7136, top1_acc: 0.4727, top5_acc: 0.7188, loss_cls: 2.3101, loss: 2.3101, grad_norm: 5.3502 2021-01-27 20:36:26,263 - mmaction - INFO - Epoch [9][880/3757] lr: 1.000e-02, eta: 7 days, 21:29:55, time: 2.147, data_time: 0.004, memory: 7136, top1_acc: 0.4883, top5_acc: 0.7492, loss_cls: 2.1331, loss: 2.1331, grad_norm: 5.0084 2021-01-27 20:37:10,913 - mmaction - INFO - Epoch [9][900/3757] lr: 1.000e-02, eta: 7 days, 21:30:16, time: 2.251, data_time: 0.032, memory: 7136, top1_acc: 0.4750, top5_acc: 0.7516, loss_cls: 2.1580, loss: 2.1580, grad_norm: 5.1838 2021-01-27 20:37:43,761 - mmaction - INFO - Epoch [9][920/3757] lr: 1.000e-02, eta: 7 days, 21:28:22, time: 1.646, data_time: 0.010, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7430, loss_cls: 2.1972, loss: 2.1972, grad_norm: 5.0582 2021-01-27 20:38:17,514 - mmaction - INFO - Epoch [9][940/3757] lr: 1.000e-02, eta: 7 days, 21:26:33, time: 1.666, data_time: 0.011, memory: 7136, top1_acc: 0.4867, top5_acc: 0.7383, loss_cls: 2.1733, loss: 2.1733, grad_norm: 4.9749 2021-01-27 20:38:52,481 - mmaction - INFO - Epoch [9][960/3757] lr: 1.000e-02, eta: 7 days, 21:25:06, time: 1.766, data_time: 0.029, memory: 7136, top1_acc: 0.4961, top5_acc: 0.7570, loss_cls: 2.0966, loss: 2.0966, grad_norm: 5.1992 2021-01-27 20:39:14,963 - mmaction - INFO - Epoch [9][980/3757] lr: 1.000e-02, eta: 7 days, 21:21:19, time: 1.134, data_time: 0.013, memory: 7136, top1_acc: 0.5156, top5_acc: 0.7359, loss_cls: 2.1332, loss: 2.1332, grad_norm: 5.0104 2021-01-27 20:40:09,910 - mmaction - INFO - Epoch [9][1000/3757] lr: 1.000e-02, eta: 7 days, 21:23:30, time: 2.747, data_time: 2.298, memory: 7136, top1_acc: 0.4727, top5_acc: 0.7180, loss_cls: 2.2832, loss: 2.2832, grad_norm: 5.1588 2021-01-27 20:40:18,637 - mmaction - INFO - Epoch [9][1020/3757] lr: 1.000e-02, eta: 7 days, 21:17:09, time: 0.436, data_time: 0.001, memory: 7136, top1_acc: 0.4594, top5_acc: 0.7289, loss_cls: 2.2443, loss: 2.2443, grad_norm: 5.1424 2021-01-27 20:40:27,274 - mmaction - INFO - Epoch [9][1040/3757] lr: 1.000e-02, eta: 7 days, 21:10:46, time: 0.432, data_time: 0.001, memory: 7136, top1_acc: 0.4773, top5_acc: 0.7281, loss_cls: 2.2390, loss: 2.2390, grad_norm: 5.1628 2021-01-27 20:40:36,490 - mmaction - INFO - Epoch [9][1060/3757] lr: 1.000e-02, eta: 7 days, 21:04:31, time: 0.459, data_time: 0.001, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7383, loss_cls: 2.1731, loss: 2.1731, grad_norm: 5.0627 2021-01-27 20:40:46,302 - mmaction - INFO - Epoch [9][1080/3757] lr: 1.000e-02, eta: 7 days, 20:58:23, time: 0.492, data_time: 0.002, memory: 7136, top1_acc: 0.4664, top5_acc: 0.7141, loss_cls: 2.2887, loss: 2.2887, grad_norm: 5.2653 2021-01-27 20:40:55,940 - mmaction - INFO - Epoch [9][1100/3757] lr: 1.000e-02, eta: 7 days, 20:52:14, time: 0.482, data_time: 0.001, memory: 7136, top1_acc: 0.4883, top5_acc: 0.7273, loss_cls: 2.2266, loss: 2.2266, grad_norm: 5.1158 2021-01-27 20:41:04,845 - mmaction - INFO - Epoch [9][1120/3757] lr: 1.000e-02, eta: 7 days, 20:45:56, time: 0.445, data_time: 0.000, memory: 7136, top1_acc: 0.4742, top5_acc: 0.7281, loss_cls: 2.2623, loss: 2.2623, grad_norm: 5.1381 2021-01-27 20:41:29,598 - mmaction - INFO - Epoch [9][1140/3757] lr: 1.000e-02, eta: 7 days, 20:42:35, time: 1.237, data_time: 0.001, memory: 7136, top1_acc: 0.4992, top5_acc: 0.7680, loss_cls: 2.0657, loss: 2.0657, grad_norm: 4.9797 2021-01-27 20:42:05,384 - mmaction - INFO - Epoch [9][1160/3757] lr: 1.000e-02, eta: 7 days, 20:41:15, time: 1.789, data_time: 0.001, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7359, loss_cls: 2.1727, loss: 2.1727, grad_norm: 5.2370 2021-01-27 20:42:14,440 - mmaction - INFO - Epoch [9][1180/3757] lr: 1.000e-02, eta: 7 days, 20:35:00, time: 0.453, data_time: 0.002, memory: 7136, top1_acc: 0.4656, top5_acc: 0.7281, loss_cls: 2.2651, loss: 2.2651, grad_norm: 5.3734 2021-01-27 20:43:02,081 - mmaction - INFO - Epoch [9][1200/3757] lr: 1.000e-02, eta: 7 days, 20:35:52, time: 2.383, data_time: 0.001, memory: 7136, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.2470, loss: 2.2470, grad_norm: 5.3060 2021-01-27 20:43:13,026 - mmaction - INFO - Epoch [9][1220/3757] lr: 1.000e-02, eta: 7 days, 20:29:58, time: 0.544, data_time: 0.004, memory: 7136, top1_acc: 0.4688, top5_acc: 0.7172, loss_cls: 2.2968, loss: 2.2968, grad_norm: 5.0970 2021-01-27 20:43:41,495 - mmaction - INFO - Epoch [9][1240/3757] lr: 1.000e-02, eta: 7 days, 20:27:18, time: 1.424, data_time: 0.861, memory: 7136, top1_acc: 0.4844, top5_acc: 0.7195, loss_cls: 2.2266, loss: 2.2266, grad_norm: 5.3210 2021-01-27 20:43:55,729 - mmaction - INFO - Epoch [9][1260/3757] lr: 1.000e-02, eta: 7 days, 20:22:01, time: 0.707, data_time: 0.073, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7398, loss_cls: 2.1455, loss: 2.1455, grad_norm: 5.1920 2021-01-27 20:44:11,842 - mmaction - INFO - Epoch [9][1280/3757] lr: 1.000e-02, eta: 7 days, 20:17:07, time: 0.810, data_time: 0.029, memory: 7136, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3491, loss: 2.3491, grad_norm: 5.4310 2021-01-27 20:44:35,999 - mmaction - INFO - Epoch [9][1300/3757] lr: 1.000e-02, eta: 7 days, 20:13:39, time: 1.202, data_time: 0.013, memory: 7136, top1_acc: 0.4813, top5_acc: 0.7211, loss_cls: 2.2326, loss: 2.2326, grad_norm: 5.1487 2021-01-27 20:45:03,564 - mmaction - INFO - Epoch [9][1320/3757] lr: 1.000e-02, eta: 7 days, 20:10:51, time: 1.379, data_time: 0.011, memory: 7136, top1_acc: 0.4656, top5_acc: 0.7234, loss_cls: 2.2669, loss: 2.2669, grad_norm: 5.1571 2021-01-27 20:45:37,810 - mmaction - INFO - Epoch [9][1340/3757] lr: 1.000e-02, eta: 7 days, 20:09:14, time: 1.706, data_time: 0.015, memory: 7136, top1_acc: 0.4891, top5_acc: 0.7320, loss_cls: 2.1810, loss: 2.1810, grad_norm: 5.1850 2021-01-27 20:46:15,575 - mmaction - INFO - Epoch [9][1360/3757] lr: 1.000e-02, eta: 7 days, 20:08:17, time: 1.886, data_time: 0.028, memory: 7136, top1_acc: 0.4844, top5_acc: 0.7211, loss_cls: 2.2696, loss: 2.2696, grad_norm: 5.1508 2021-01-27 20:47:13,396 - mmaction - INFO - Epoch [9][1380/3757] lr: 1.000e-02, eta: 7 days, 20:10:59, time: 2.889, data_time: 0.026, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7359, loss_cls: 2.1990, loss: 2.1990, grad_norm: 4.9417 2021-01-27 20:47:47,459 - mmaction - INFO - Epoch [9][1400/3757] lr: 1.000e-02, eta: 7 days, 20:09:21, time: 1.700, data_time: 0.017, memory: 7136, top1_acc: 0.4867, top5_acc: 0.7352, loss_cls: 2.2024, loss: 2.2024, grad_norm: 5.1407 2021-01-27 20:48:32,007 - mmaction - INFO - Epoch [9][1420/3757] lr: 1.000e-02, eta: 7 days, 20:09:37, time: 2.219, data_time: 0.022, memory: 7136, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2252, loss: 2.2252, grad_norm: 5.2394 2021-01-27 20:49:03,492 - mmaction - INFO - Epoch [9][1440/3757] lr: 1.000e-02, eta: 7 days, 20:07:36, time: 1.597, data_time: 0.036, memory: 7136, top1_acc: 0.4781, top5_acc: 0.7258, loss_cls: 2.2478, loss: 2.2478, grad_norm: 5.2668 2021-01-27 20:49:44,118 - mmaction - INFO - Epoch [9][1460/3757] lr: 1.000e-02, eta: 7 days, 20:07:11, time: 2.030, data_time: 0.006, memory: 7136, top1_acc: 0.4883, top5_acc: 0.7273, loss_cls: 2.2606, loss: 2.2606, grad_norm: 5.0635 2021-01-27 20:50:28,637 - mmaction - INFO - Epoch [9][1480/3757] lr: 1.000e-02, eta: 7 days, 20:07:24, time: 2.209, data_time: 0.010, memory: 7136, top1_acc: 0.4719, top5_acc: 0.7227, loss_cls: 2.3242, loss: 2.3242, grad_norm: 5.2889 2021-01-27 20:51:06,863 - mmaction - INFO - Epoch [9][1500/3757] lr: 1.000e-02, eta: 7 days, 20:06:31, time: 1.908, data_time: 0.030, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7281, loss_cls: 2.1955, loss: 2.1955, grad_norm: 5.0668 2021-01-27 20:51:40,995 - mmaction - INFO - Epoch [9][1520/3757] lr: 1.000e-02, eta: 7 days, 20:04:57, time: 1.715, data_time: 0.038, memory: 7136, top1_acc: 0.4711, top5_acc: 0.6977, loss_cls: 2.3543, loss: 2.3543, grad_norm: 5.2241 2021-01-27 20:52:20,557 - mmaction - INFO - Epoch [9][1540/3757] lr: 1.000e-02, eta: 7 days, 20:04:21, time: 1.981, data_time: 0.023, memory: 7136, top1_acc: 0.4828, top5_acc: 0.7227, loss_cls: 2.2366, loss: 2.2366, grad_norm: 5.2381 2021-01-27 20:52:59,018 - mmaction - INFO - Epoch [9][1560/3757] lr: 1.000e-02, eta: 7 days, 20:03:31, time: 1.921, data_time: 0.022, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.1465, loss: 2.1465, grad_norm: 4.8675 2021-01-27 20:53:33,311 - mmaction - INFO - Epoch [9][1580/3757] lr: 1.000e-02, eta: 7 days, 20:01:56, time: 1.713, data_time: 0.019, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7516, loss_cls: 2.1033, loss: 2.1033, grad_norm: 5.0166 2021-01-27 20:54:07,541 - mmaction - INFO - Epoch [9][1600/3757] lr: 1.000e-02, eta: 7 days, 20:00:25, time: 1.728, data_time: 0.025, memory: 7136, top1_acc: 0.4859, top5_acc: 0.7250, loss_cls: 2.2418, loss: 2.2418, grad_norm: 5.1045 2021-01-27 20:54:47,707 - mmaction - INFO - Epoch [9][1620/3757] lr: 1.000e-02, eta: 7 days, 19:59:54, time: 2.004, data_time: 0.008, memory: 7136, top1_acc: 0.4844, top5_acc: 0.7164, loss_cls: 2.2367, loss: 2.2367, grad_norm: 5.0290 2021-01-27 20:55:28,192 - mmaction - INFO - Epoch [9][1640/3757] lr: 1.000e-02, eta: 7 days, 19:59:28, time: 2.030, data_time: 0.011, memory: 7136, top1_acc: 0.4883, top5_acc: 0.7328, loss_cls: 2.2053, loss: 2.2053, grad_norm: 5.3046 2021-01-27 20:57:07,269 - mmaction - INFO - Epoch [9][1660/3757] lr: 1.000e-02, eta: 7 days, 20:09:33, time: 4.939, data_time: 0.008, memory: 7136, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.1987, loss: 2.1987, grad_norm: 5.1369 2021-01-27 20:57:42,516 - mmaction - INFO - Epoch [9][1680/3757] lr: 1.000e-02, eta: 7 days, 20:08:07, time: 1.753, data_time: 0.020, memory: 7136, top1_acc: 0.4828, top5_acc: 0.7289, loss_cls: 2.2472, loss: 2.2472, grad_norm: 5.0112 2021-01-27 20:58:23,713 - mmaction - INFO - Epoch [9][1700/3757] lr: 1.000e-02, eta: 7 days, 20:07:50, time: 2.071, data_time: 0.029, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7289, loss_cls: 2.2136, loss: 2.2136, grad_norm: 5.0452 2021-01-27 20:59:03,293 - mmaction - INFO - Epoch [9][1720/3757] lr: 1.000e-02, eta: 7 days, 20:07:09, time: 1.963, data_time: 0.019, memory: 7136, top1_acc: 0.4867, top5_acc: 0.7367, loss_cls: 2.1842, loss: 2.1842, grad_norm: 5.2376 2021-01-27 20:59:44,383 - mmaction - INFO - Epoch [9][1740/3757] lr: 1.000e-02, eta: 7 days, 20:06:52, time: 2.072, data_time: 0.033, memory: 7136, top1_acc: 0.4781, top5_acc: 0.7211, loss_cls: 2.2353, loss: 2.2353, grad_norm: 5.0684 2021-01-27 21:00:17,362 - mmaction - INFO - Epoch [9][1760/3757] lr: 1.000e-02, eta: 7 days, 20:05:02, time: 1.645, data_time: 0.013, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7234, loss_cls: 2.2269, loss: 2.2269, grad_norm: 4.9646 2021-01-27 21:00:56,512 - mmaction - INFO - Epoch [9][1780/3757] lr: 1.000e-02, eta: 7 days, 20:04:17, time: 1.941, data_time: 0.019, memory: 7136, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.1875, loss: 2.1875, grad_norm: 5.1856 2021-01-27 21:01:36,731 - mmaction - INFO - Epoch [9][1800/3757] lr: 1.000e-02, eta: 7 days, 20:03:51, time: 2.029, data_time: 0.038, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7453, loss_cls: 2.1147, loss: 2.1147, grad_norm: 5.0464 2021-01-27 21:02:17,977 - mmaction - INFO - Epoch [9][1820/3757] lr: 1.000e-02, eta: 7 days, 20:03:30, time: 2.058, data_time: 0.015, memory: 7136, top1_acc: 0.5023, top5_acc: 0.7359, loss_cls: 2.1892, loss: 2.1892, grad_norm: 5.2436 2021-01-27 21:02:56,188 - mmaction - INFO - Epoch [9][1840/3757] lr: 1.000e-02, eta: 7 days, 20:02:39, time: 1.914, data_time: 0.019, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7391, loss_cls: 2.1485, loss: 2.1485, grad_norm: 5.2203 2021-01-27 21:03:38,073 - mmaction - INFO - Epoch [9][1860/3757] lr: 1.000e-02, eta: 7 days, 20:02:27, time: 2.095, data_time: 0.025, memory: 7136, top1_acc: 0.5234, top5_acc: 0.7406, loss_cls: 2.1363, loss: 2.1363, grad_norm: 5.2731 2021-01-27 21:04:35,447 - mmaction - INFO - Epoch [9][1880/3757] lr: 1.000e-02, eta: 7 days, 20:05:01, time: 2.867, data_time: 0.017, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7609, loss_cls: 2.1205, loss: 2.1205, grad_norm: 5.0551 2021-01-27 21:05:12,210 - mmaction - INFO - Epoch [9][1900/3757] lr: 1.000e-02, eta: 7 days, 20:03:55, time: 1.845, data_time: 0.019, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7461, loss_cls: 2.1329, loss: 2.1329, grad_norm: 5.2523 2021-01-27 21:05:51,234 - mmaction - INFO - Epoch [9][1920/3757] lr: 1.000e-02, eta: 7 days, 20:03:07, time: 1.929, data_time: 0.015, memory: 7136, top1_acc: 0.4766, top5_acc: 0.7289, loss_cls: 2.2534, loss: 2.2534, grad_norm: 5.1424 2021-01-27 21:06:32,322 - mmaction - INFO - Epoch [9][1940/3757] lr: 1.000e-02, eta: 7 days, 20:02:50, time: 2.075, data_time: 0.200, memory: 7136, top1_acc: 0.4734, top5_acc: 0.7312, loss_cls: 2.2248, loss: 2.2248, grad_norm: 5.2762 2021-01-27 21:07:12,329 - mmaction - INFO - Epoch [9][1960/3757] lr: 1.000e-02, eta: 7 days, 20:02:19, time: 2.008, data_time: 0.012, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7156, loss_cls: 2.2547, loss: 2.2547, grad_norm: 4.9506 2021-01-27 21:07:48,832 - mmaction - INFO - Epoch [9][1980/3757] lr: 1.000e-02, eta: 7 days, 20:01:06, time: 1.811, data_time: 0.002, memory: 7136, top1_acc: 0.4891, top5_acc: 0.7281, loss_cls: 2.1890, loss: 2.1890, grad_norm: 5.0326 2021-01-27 21:08:27,305 - mmaction - INFO - Epoch [9][2000/3757] lr: 1.000e-02, eta: 7 days, 20:00:18, time: 1.932, data_time: 0.017, memory: 7136, top1_acc: 0.4773, top5_acc: 0.7258, loss_cls: 2.2442, loss: 2.2442, grad_norm: 4.9793 2021-01-27 21:09:14,384 - mmaction - INFO - Epoch [9][2020/3757] lr: 1.000e-02, eta: 7 days, 20:01:02, time: 2.356, data_time: 0.014, memory: 7136, top1_acc: 0.4773, top5_acc: 0.7164, loss_cls: 2.2884, loss: 2.2884, grad_norm: 5.2850 2021-01-27 21:09:46,538 - mmaction - INFO - Epoch [9][2040/3757] lr: 1.000e-02, eta: 7 days, 19:59:05, time: 1.610, data_time: 0.010, memory: 7136, top1_acc: 0.4656, top5_acc: 0.7336, loss_cls: 2.2878, loss: 2.2878, grad_norm: 5.1565 2021-01-27 21:10:29,485 - mmaction - INFO - Epoch [9][2060/3757] lr: 1.000e-02, eta: 7 days, 19:59:04, time: 2.149, data_time: 0.016, memory: 7136, top1_acc: 0.4945, top5_acc: 0.7383, loss_cls: 2.1804, loss: 2.1804, grad_norm: 5.1215 2021-01-27 21:11:10,807 - mmaction - INFO - Epoch [9][2080/3757] lr: 1.000e-02, eta: 7 days, 19:58:42, time: 2.052, data_time: 0.008, memory: 7136, top1_acc: 0.4797, top5_acc: 0.7336, loss_cls: 2.2350, loss: 2.2350, grad_norm: 5.2456 2021-01-27 21:11:45,331 - mmaction - INFO - Epoch [9][2100/3757] lr: 1.000e-02, eta: 7 days, 19:57:13, time: 1.738, data_time: 0.021, memory: 7136, top1_acc: 0.4805, top5_acc: 0.7281, loss_cls: 2.1921, loss: 2.1921, grad_norm: 5.0216 2021-01-27 21:12:43,622 - mmaction - INFO - Epoch [9][2120/3757] lr: 1.000e-02, eta: 7 days, 19:59:55, time: 2.910, data_time: 0.022, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7398, loss_cls: 2.1559, loss: 2.1559, grad_norm: 5.0675 2021-01-27 21:13:24,072 - mmaction - INFO - Epoch [9][2140/3757] lr: 1.000e-02, eta: 7 days, 19:59:25, time: 2.017, data_time: 0.009, memory: 7136, top1_acc: 0.4836, top5_acc: 0.7117, loss_cls: 2.2465, loss: 2.2465, grad_norm: 5.2142 2021-01-27 21:13:59,468 - mmaction - INFO - Epoch [9][2160/3757] lr: 1.000e-02, eta: 7 days, 19:58:01, time: 1.760, data_time: 0.014, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7180, loss_cls: 2.2174, loss: 2.2174, grad_norm: 5.0588 2021-01-27 21:14:31,573 - mmaction - INFO - Epoch [9][2180/3757] lr: 1.000e-02, eta: 7 days, 19:56:08, time: 1.627, data_time: 0.025, memory: 7136, top1_acc: 0.4875, top5_acc: 0.7414, loss_cls: 2.2052, loss: 2.2052, grad_norm: 5.1584 2021-01-27 21:15:08,275 - mmaction - INFO - Epoch [9][2200/3757] lr: 1.000e-02, eta: 7 days, 19:54:54, time: 1.807, data_time: 0.004, memory: 7136, top1_acc: 0.4805, top5_acc: 0.7203, loss_cls: 2.2640, loss: 2.2640, grad_norm: 5.1672 2021-01-27 21:15:46,313 - mmaction - INFO - Epoch [9][2220/3757] lr: 1.000e-02, eta: 7 days, 19:54:02, time: 1.908, data_time: 0.035, memory: 7136, top1_acc: 0.4906, top5_acc: 0.7234, loss_cls: 2.2154, loss: 2.2154, grad_norm: 4.9987 2021-01-27 21:16:34,284 - mmaction - INFO - Epoch [9][2240/3757] lr: 1.000e-02, eta: 7 days, 19:54:57, time: 2.414, data_time: 0.026, memory: 7136, top1_acc: 0.4781, top5_acc: 0.7148, loss_cls: 2.2815, loss: 2.2815, grad_norm: 5.2518 2021-01-27 21:17:10,671 - mmaction - INFO - Epoch [9][2260/3757] lr: 1.000e-02, eta: 7 days, 19:53:47, time: 1.825, data_time: 0.012, memory: 7136, top1_acc: 0.4742, top5_acc: 0.7219, loss_cls: 2.3175, loss: 2.3175, grad_norm: 5.0697 2021-01-27 21:18:09,491 - mmaction - INFO - Epoch [9][2280/3757] lr: 1.000e-02, eta: 7 days, 19:56:30, time: 2.925, data_time: 0.007, memory: 7136, top1_acc: 0.4828, top5_acc: 0.7312, loss_cls: 2.2084, loss: 2.2084, grad_norm: 5.3248 2021-01-27 21:18:48,551 - mmaction - INFO - Epoch [9][2300/3757] lr: 1.000e-02, eta: 7 days, 19:55:50, time: 1.965, data_time: 0.046, memory: 7136, top1_acc: 0.4813, top5_acc: 0.7359, loss_cls: 2.1971, loss: 2.1971, grad_norm: 5.1271 2021-01-27 21:19:25,715 - mmaction - INFO - Epoch [9][2320/3757] lr: 1.000e-02, eta: 7 days, 19:54:48, time: 1.863, data_time: 0.016, memory: 7136, top1_acc: 0.4688, top5_acc: 0.7203, loss_cls: 2.2423, loss: 2.2423, grad_norm: 5.0398 2021-01-27 21:20:00,372 - mmaction - INFO - Epoch [9][2340/3757] lr: 1.000e-02, eta: 7 days, 19:53:18, time: 1.733, data_time: 0.005, memory: 7136, top1_acc: 0.4523, top5_acc: 0.7359, loss_cls: 2.2760, loss: 2.2760, grad_norm: 5.1243 2021-01-27 21:20:47,949 - mmaction - INFO - Epoch [9][2360/3757] lr: 1.000e-02, eta: 7 days, 19:54:04, time: 2.375, data_time: 0.206, memory: 7136, top1_acc: 0.4766, top5_acc: 0.7188, loss_cls: 2.2608, loss: 2.2608, grad_norm: 5.0053 2021-01-27 21:21:31,666 - mmaction - INFO - Epoch [9][2380/3757] lr: 1.000e-02, eta: 7 days, 19:54:08, time: 2.174, data_time: 0.008, memory: 7136, top1_acc: 0.4820, top5_acc: 0.7164, loss_cls: 2.2731, loss: 2.2731, grad_norm: 5.1193 2021-01-27 21:22:07,765 - mmaction - INFO - Epoch [9][2400/3757] lr: 1.000e-02, eta: 7 days, 19:52:50, time: 1.790, data_time: 0.018, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7258, loss_cls: 2.2389, loss: 2.2389, grad_norm: 5.3374 2021-01-27 21:22:48,209 - mmaction - INFO - Epoch [9][2420/3757] lr: 1.000e-02, eta: 7 days, 19:52:26, time: 2.040, data_time: 0.032, memory: 7136, top1_acc: 0.4742, top5_acc: 0.7367, loss_cls: 2.2294, loss: 2.2294, grad_norm: 5.0244 2021-01-27 21:23:30,329 - mmaction - INFO - Epoch [9][2440/3757] lr: 1.000e-02, eta: 7 days, 19:52:17, time: 2.117, data_time: 0.037, memory: 7136, top1_acc: 0.4539, top5_acc: 0.7430, loss_cls: 2.2393, loss: 2.2393, grad_norm: 5.1826 2021-01-27 21:24:02,944 - mmaction - INFO - Epoch [9][2460/3757] lr: 1.000e-02, eta: 7 days, 19:50:20, time: 1.603, data_time: 0.002, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7328, loss_cls: 2.2585, loss: 2.2585, grad_norm: 5.0707 2021-01-27 21:24:39,514 - mmaction - INFO - Epoch [9][2480/3757] lr: 1.000e-02, eta: 7 days, 19:49:16, time: 1.852, data_time: 0.034, memory: 7136, top1_acc: 0.4750, top5_acc: 0.7258, loss_cls: 2.2032, loss: 2.2032, grad_norm: 5.1879 2021-01-27 21:25:13,997 - mmaction - INFO - Epoch [9][2500/3757] lr: 1.000e-02, eta: 7 days, 19:47:45, time: 1.726, data_time: 0.009, memory: 7136, top1_acc: 0.4859, top5_acc: 0.7328, loss_cls: 2.2131, loss: 2.2131, grad_norm: 5.0789 2021-01-27 21:25:51,106 - mmaction - INFO - Epoch [9][2520/3757] lr: 1.000e-02, eta: 7 days, 19:46:39, time: 1.844, data_time: 0.035, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7516, loss_cls: 2.1793, loss: 2.1793, grad_norm: 5.1684 2021-01-27 21:26:37,086 - mmaction - INFO - Epoch [9][2540/3757] lr: 1.000e-02, eta: 7 days, 19:47:09, time: 2.300, data_time: 0.020, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7359, loss_cls: 2.1560, loss: 2.1560, grad_norm: 5.2195 2021-01-27 21:27:16,964 - mmaction - INFO - Epoch [9][2560/3757] lr: 1.000e-02, eta: 7 days, 19:46:36, time: 2.002, data_time: 0.017, memory: 7136, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.1892, loss: 2.1892, grad_norm: 5.1335 2021-01-27 21:27:51,509 - mmaction - INFO - Epoch [9][2580/3757] lr: 1.000e-02, eta: 7 days, 19:45:06, time: 1.730, data_time: 0.009, memory: 7136, top1_acc: 0.4703, top5_acc: 0.7164, loss_cls: 2.2861, loss: 2.2861, grad_norm: 5.0475 2021-01-27 21:28:27,806 - mmaction - INFO - Epoch [9][2600/3757] lr: 1.000e-02, eta: 7 days, 19:43:51, time: 1.800, data_time: 0.004, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7422, loss_cls: 2.1797, loss: 2.1797, grad_norm: 4.9990 2021-01-27 21:29:02,846 - mmaction - INFO - Epoch [9][2620/3757] lr: 1.000e-02, eta: 7 days, 19:42:27, time: 1.759, data_time: 0.020, memory: 7136, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.1815, loss: 2.1815, grad_norm: 5.1266 2021-01-27 21:29:37,356 - mmaction - INFO - Epoch [9][2640/3757] lr: 1.000e-02, eta: 7 days, 19:40:56, time: 1.721, data_time: 0.039, memory: 7136, top1_acc: 0.4906, top5_acc: 0.7305, loss_cls: 2.2387, loss: 2.2387, grad_norm: 5.0355 2021-01-27 21:30:09,119 - mmaction - INFO - Epoch [9][2660/3757] lr: 1.000e-02, eta: 7 days, 19:38:57, time: 1.592, data_time: 0.015, memory: 7136, top1_acc: 0.4844, top5_acc: 0.7219, loss_cls: 2.2246, loss: 2.2246, grad_norm: 4.9078 2021-01-27 21:30:39,482 - mmaction - INFO - Epoch [9][2680/3757] lr: 1.000e-02, eta: 7 days, 19:36:41, time: 1.509, data_time: 0.012, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7266, loss_cls: 2.1975, loss: 2.1975, grad_norm: 4.9253 2021-01-27 21:31:27,634 - mmaction - INFO - Epoch [9][2700/3757] lr: 1.000e-02, eta: 7 days, 19:37:37, time: 2.425, data_time: 0.025, memory: 7136, top1_acc: 0.4648, top5_acc: 0.7102, loss_cls: 2.2831, loss: 2.2831, grad_norm: 5.2663 2021-01-27 21:32:09,148 - mmaction - INFO - Epoch [9][2720/3757] lr: 1.000e-02, eta: 7 days, 19:37:20, time: 2.073, data_time: 0.003, memory: 7136, top1_acc: 0.4836, top5_acc: 0.7258, loss_cls: 2.2263, loss: 2.2263, grad_norm: 5.1784 2021-01-27 21:32:45,559 - mmaction - INFO - Epoch [9][2740/3757] lr: 1.000e-02, eta: 7 days, 19:36:06, time: 1.804, data_time: 0.012, memory: 7136, top1_acc: 0.4641, top5_acc: 0.7180, loss_cls: 2.2793, loss: 2.2793, grad_norm: 5.2906 2021-01-27 21:33:35,163 - mmaction - INFO - Epoch [9][2760/3757] lr: 1.000e-02, eta: 7 days, 19:37:13, time: 2.480, data_time: 0.035, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7391, loss_cls: 2.1638, loss: 2.1638, grad_norm: 4.8992 2021-01-27 21:34:13,073 - mmaction - INFO - Epoch [9][2780/3757] lr: 1.000e-02, eta: 7 days, 19:36:16, time: 1.887, data_time: 0.023, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7539, loss_cls: 2.0781, loss: 2.0781, grad_norm: 5.0467 2021-01-27 21:34:57,140 - mmaction - INFO - Epoch [9][2800/3757] lr: 1.000e-02, eta: 7 days, 19:36:31, time: 2.228, data_time: 0.038, memory: 7136, top1_acc: 0.4641, top5_acc: 0.7242, loss_cls: 2.2630, loss: 2.2630, grad_norm: 5.4445 2021-01-27 21:35:35,682 - mmaction - INFO - Epoch [9][2820/3757] lr: 1.000e-02, eta: 7 days, 19:35:42, time: 1.924, data_time: 0.006, memory: 7136, top1_acc: 0.4633, top5_acc: 0.7227, loss_cls: 2.2964, loss: 2.2964, grad_norm: 5.2347 2021-01-27 21:36:12,737 - mmaction - INFO - Epoch [9][2840/3757] lr: 1.000e-02, eta: 7 days, 19:34:38, time: 1.854, data_time: 0.013, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7531, loss_cls: 2.0173, loss: 2.0173, grad_norm: 4.8837 2021-01-27 21:36:50,167 - mmaction - INFO - Epoch [9][2860/3757] lr: 1.000e-02, eta: 7 days, 19:33:34, time: 1.852, data_time: 0.019, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7211, loss_cls: 2.2561, loss: 2.2561, grad_norm: 5.3368 2021-01-27 21:37:39,431 - mmaction - INFO - Epoch [9][2880/3757] lr: 1.000e-02, eta: 7 days, 19:34:39, time: 2.471, data_time: 0.028, memory: 7136, top1_acc: 0.4820, top5_acc: 0.7398, loss_cls: 2.2073, loss: 2.2073, grad_norm: 5.1239 2021-01-27 21:38:15,659 - mmaction - INFO - Epoch [9][2900/3757] lr: 1.000e-02, eta: 7 days, 19:33:29, time: 1.821, data_time: 0.018, memory: 7136, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2194, loss: 2.2194, grad_norm: 5.3019 2021-01-27 21:38:52,389 - mmaction - INFO - Epoch [9][2920/3757] lr: 1.000e-02, eta: 7 days, 19:32:21, time: 1.833, data_time: 0.008, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7359, loss_cls: 2.2675, loss: 2.2675, grad_norm: 5.0072 2021-01-27 21:39:29,580 - mmaction - INFO - Epoch [9][2940/3757] lr: 1.000e-02, eta: 7 days, 19:31:19, time: 1.860, data_time: 0.014, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7281, loss_cls: 2.2013, loss: 2.2013, grad_norm: 5.0186 2021-01-27 21:40:08,708 - mmaction - INFO - Epoch [9][2960/3757] lr: 1.000e-02, eta: 7 days, 19:30:37, time: 1.959, data_time: 0.019, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7172, loss_cls: 2.2815, loss: 2.2815, grad_norm: 5.1745 2021-01-27 21:40:44,835 - mmaction - INFO - Epoch [9][2980/3757] lr: 1.000e-02, eta: 7 days, 19:29:25, time: 1.814, data_time: 0.021, memory: 7136, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.2390, loss: 2.2390, grad_norm: 5.1285 2021-01-27 21:41:24,894 - mmaction - INFO - Epoch [9][3000/3757] lr: 1.000e-02, eta: 7 days, 19:28:43, time: 1.958, data_time: 0.006, memory: 7136, top1_acc: 0.4883, top5_acc: 0.7367, loss_cls: 2.2477, loss: 2.2477, grad_norm: 5.1150 2021-01-27 21:42:15,595 - mmaction - INFO - Epoch [9][3020/3757] lr: 1.000e-02, eta: 7 days, 19:30:06, time: 2.560, data_time: 0.047, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7500, loss_cls: 2.1281, loss: 2.1281, grad_norm: 4.9719 2021-01-27 21:42:49,135 - mmaction - INFO - Epoch [9][3040/3757] lr: 1.000e-02, eta: 7 days, 19:28:29, time: 1.692, data_time: 0.021, memory: 7136, top1_acc: 0.4758, top5_acc: 0.7188, loss_cls: 2.2695, loss: 2.2695, grad_norm: 5.1532 2021-01-27 21:43:26,456 - mmaction - INFO - Epoch [9][3060/3757] lr: 1.000e-02, eta: 7 days, 19:27:27, time: 1.862, data_time: 0.006, memory: 7136, top1_acc: 0.4742, top5_acc: 0.7367, loss_cls: 2.2526, loss: 2.2526, grad_norm: 5.1640 2021-01-27 21:44:31,598 - mmaction - INFO - Epoch [9][3080/3757] lr: 1.000e-02, eta: 7 days, 19:31:13, time: 3.250, data_time: 0.012, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7461, loss_cls: 2.1535, loss: 2.1535, grad_norm: 4.8982 2021-01-27 21:45:07,181 - mmaction - INFO - Epoch [9][3100/3757] lr: 1.000e-02, eta: 7 days, 19:29:56, time: 1.791, data_time: 0.021, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7398, loss_cls: 2.1543, loss: 2.1543, grad_norm: 5.1158 2021-01-27 21:45:40,814 - mmaction - INFO - Epoch [9][3120/3757] lr: 1.000e-02, eta: 7 days, 19:28:17, time: 1.682, data_time: 0.008, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7508, loss_cls: 2.1448, loss: 2.1448, grad_norm: 5.0280 2021-01-27 21:46:33,513 - mmaction - INFO - Epoch [9][3140/3757] lr: 1.000e-02, eta: 7 days, 19:29:53, time: 2.626, data_time: 0.007, memory: 7136, top1_acc: 0.4711, top5_acc: 0.7289, loss_cls: 2.2514, loss: 2.2514, grad_norm: 5.2951 2021-01-27 21:47:13,025 - mmaction - INFO - Epoch [9][3160/3757] lr: 1.000e-02, eta: 7 days, 19:29:13, time: 1.968, data_time: 0.014, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7422, loss_cls: 2.2015, loss: 2.2015, grad_norm: 5.2987 2021-01-27 21:47:56,077 - mmaction - INFO - Epoch [9][3180/3757] lr: 1.000e-02, eta: 7 days, 19:29:10, time: 2.145, data_time: 0.022, memory: 7136, top1_acc: 0.4742, top5_acc: 0.7164, loss_cls: 2.3146, loss: 2.3146, grad_norm: 5.0647 2021-01-27 21:48:39,173 - mmaction - INFO - Epoch [9][3200/3757] lr: 1.000e-02, eta: 7 days, 19:29:11, time: 2.166, data_time: 0.029, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7547, loss_cls: 2.0998, loss: 2.0998, grad_norm: 5.1095 2021-01-27 21:49:09,457 - mmaction - INFO - Epoch [9][3220/3757] lr: 1.000e-02, eta: 7 days, 19:26:59, time: 1.525, data_time: 0.017, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7578, loss_cls: 2.1682, loss: 2.1682, grad_norm: 5.0623 2021-01-27 21:49:37,489 - mmaction - INFO - Epoch [9][3240/3757] lr: 1.000e-02, eta: 7 days, 19:24:23, time: 1.402, data_time: 0.009, memory: 7136, top1_acc: 0.4992, top5_acc: 0.7352, loss_cls: 2.2060, loss: 2.2060, grad_norm: 5.2473 2021-01-27 21:50:05,688 - mmaction - INFO - Epoch [9][3260/3757] lr: 1.000e-02, eta: 7 days, 19:21:43, time: 1.386, data_time: 0.018, memory: 7136, top1_acc: 0.4742, top5_acc: 0.7211, loss_cls: 2.2656, loss: 2.2656, grad_norm: 5.1512 2021-01-27 21:50:34,204 - mmaction - INFO - Epoch [9][3280/3757] lr: 1.000e-02, eta: 7 days, 19:19:17, time: 1.450, data_time: 0.035, memory: 7136, top1_acc: 0.4930, top5_acc: 0.7500, loss_cls: 2.1651, loss: 2.1651, grad_norm: 5.1258 2021-01-27 21:51:06,879 - mmaction - INFO - Epoch [9][3300/3757] lr: 1.000e-02, eta: 7 days, 19:17:27, time: 1.623, data_time: 0.010, memory: 7136, top1_acc: 0.4906, top5_acc: 0.7359, loss_cls: 2.1984, loss: 2.1984, grad_norm: 5.1728 2021-01-27 21:51:47,285 - mmaction - INFO - Epoch [9][3320/3757] lr: 1.000e-02, eta: 7 days, 19:16:58, time: 2.023, data_time: 0.024, memory: 7136, top1_acc: 0.4711, top5_acc: 0.7250, loss_cls: 2.2855, loss: 2.2855, grad_norm: 5.1845 2021-01-27 21:52:17,692 - mmaction - INFO - Epoch [9][3340/3757] lr: 1.000e-02, eta: 7 days, 19:14:49, time: 1.531, data_time: 0.016, memory: 7136, top1_acc: 0.4813, top5_acc: 0.7359, loss_cls: 2.2468, loss: 2.2468, grad_norm: 5.1359 2021-01-27 21:52:59,984 - mmaction - INFO - Epoch [9][3360/3757] lr: 1.000e-02, eta: 7 days, 19:14:34, time: 2.086, data_time: 0.006, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7430, loss_cls: 2.1462, loss: 2.1462, grad_norm: 5.2725 2021-01-27 21:53:30,485 - mmaction - INFO - Epoch [9][3380/3757] lr: 1.000e-02, eta: 7 days, 19:12:29, time: 1.554, data_time: 0.032, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7312, loss_cls: 2.1948, loss: 2.1948, grad_norm: 5.2046 2021-01-27 21:54:18,560 - mmaction - INFO - Epoch [9][3400/3757] lr: 1.000e-02, eta: 7 days, 19:13:16, time: 2.388, data_time: 0.523, memory: 7136, top1_acc: 0.4914, top5_acc: 0.7312, loss_cls: 2.2311, loss: 2.2311, grad_norm: 5.0543 2021-01-27 21:55:02,705 - mmaction - INFO - Epoch [9][3420/3757] lr: 1.000e-02, eta: 7 days, 19:13:23, time: 2.200, data_time: 0.025, memory: 7136, top1_acc: 0.4789, top5_acc: 0.7188, loss_cls: 2.2249, loss: 2.2249, grad_norm: 5.2222 2021-01-27 21:55:32,476 - mmaction - INFO - Epoch [9][3440/3757] lr: 1.000e-02, eta: 7 days, 19:11:08, time: 1.499, data_time: 0.028, memory: 7136, top1_acc: 0.4914, top5_acc: 0.7398, loss_cls: 2.1453, loss: 2.1453, grad_norm: 4.9350 2021-01-27 21:56:22,042 - mmaction - INFO - Epoch [9][3460/3757] lr: 1.000e-02, eta: 7 days, 19:12:14, time: 2.486, data_time: 0.019, memory: 7136, top1_acc: 0.4641, top5_acc: 0.7219, loss_cls: 2.3130, loss: 2.3130, grad_norm: 5.2383 2021-01-27 21:57:04,786 - mmaction - INFO - Epoch [9][3480/3757] lr: 1.000e-02, eta: 7 days, 19:12:10, time: 2.143, data_time: 0.009, memory: 7136, top1_acc: 0.4906, top5_acc: 0.7359, loss_cls: 2.1450, loss: 2.1450, grad_norm: 5.1410 2021-01-27 21:57:41,052 - mmaction - INFO - Epoch [9][3500/3757] lr: 1.000e-02, eta: 7 days, 19:10:52, time: 1.781, data_time: 0.007, memory: 7136, top1_acc: 0.4805, top5_acc: 0.7242, loss_cls: 2.2673, loss: 2.2673, grad_norm: 5.3598 2021-01-27 21:58:17,122 - mmaction - INFO - Epoch [9][3520/3757] lr: 1.000e-02, eta: 7 days, 19:09:45, time: 1.832, data_time: 0.036, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7352, loss_cls: 2.2158, loss: 2.2158, grad_norm: 5.0846 2021-01-27 21:58:52,250 - mmaction - INFO - Epoch [9][3540/3757] lr: 1.000e-02, eta: 7 days, 19:08:22, time: 1.758, data_time: 0.010, memory: 7136, top1_acc: 0.4773, top5_acc: 0.7305, loss_cls: 2.2336, loss: 2.2336, grad_norm: 5.3065 2021-01-27 21:59:32,181 - mmaction - INFO - Epoch [9][3560/3757] lr: 1.000e-02, eta: 7 days, 19:07:47, time: 1.990, data_time: 0.005, memory: 7136, top1_acc: 0.4664, top5_acc: 0.7188, loss_cls: 2.2842, loss: 2.2842, grad_norm: 5.0935 2021-01-27 22:00:06,634 - mmaction - INFO - Epoch [9][3580/3757] lr: 1.000e-02, eta: 7 days, 19:06:15, time: 1.709, data_time: 0.016, memory: 7136, top1_acc: 0.4914, top5_acc: 0.7359, loss_cls: 2.2478, loss: 2.2478, grad_norm: 4.9236 2021-01-27 22:00:51,884 - mmaction - INFO - Epoch [9][3600/3757] lr: 1.000e-02, eta: 7 days, 19:06:38, time: 2.279, data_time: 0.025, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7406, loss_cls: 2.1680, loss: 2.1680, grad_norm: 5.0539 2021-01-27 22:01:25,147 - mmaction - INFO - Epoch [9][3620/3757] lr: 1.000e-02, eta: 7 days, 19:04:58, time: 1.667, data_time: 0.009, memory: 7136, top1_acc: 0.4797, top5_acc: 0.7320, loss_cls: 2.2622, loss: 2.2622, grad_norm: 5.0146 2021-01-27 22:01:56,790 - mmaction - INFO - Epoch [9][3640/3757] lr: 1.000e-02, eta: 7 days, 19:02:57, time: 1.571, data_time: 0.005, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7414, loss_cls: 2.1422, loss: 2.1422, grad_norm: 5.0576 2021-01-27 22:02:25,337 - mmaction - INFO - Epoch [9][3660/3757] lr: 1.000e-02, eta: 7 days, 19:00:27, time: 1.421, data_time: 0.018, memory: 7136, top1_acc: 0.4859, top5_acc: 0.7406, loss_cls: 2.2180, loss: 2.2180, grad_norm: 5.1648 2021-01-27 22:03:02,091 - mmaction - INFO - Epoch [9][3680/3757] lr: 1.000e-02, eta: 7 days, 18:59:24, time: 1.854, data_time: 0.027, memory: 7136, top1_acc: 0.4727, top5_acc: 0.7328, loss_cls: 2.2664, loss: 2.2664, grad_norm: 5.1700 2021-01-27 22:03:31,706 - mmaction - INFO - Epoch [9][3700/3757] lr: 1.000e-02, eta: 7 days, 18:57:05, time: 1.473, data_time: 0.004, memory: 7136, top1_acc: 0.4789, top5_acc: 0.7242, loss_cls: 2.2694, loss: 2.2694, grad_norm: 5.0057 2021-01-27 22:04:14,045 - mmaction - INFO - Epoch [9][3720/3757] lr: 1.000e-02, eta: 7 days, 18:56:52, time: 2.102, data_time: 0.013, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.1416, loss: 2.1416, grad_norm: 5.0001 2021-01-27 22:04:53,363 - mmaction - INFO - Epoch [9][3740/3757] lr: 1.000e-02, eta: 7 days, 18:56:17, time: 1.990, data_time: 0.026, memory: 7136, top1_acc: 0.4828, top5_acc: 0.7281, loss_cls: 2.2561, loss: 2.2561, grad_norm: 5.0292 2021-01-27 22:09:27,935 - mmaction - INFO - Epoch [10][20/3757] lr: 1.000e-02, eta: 7 days, 19:21:36, time: 11.516, data_time: 9.258, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7539, loss_cls: 2.0914, loss: 2.0914, grad_norm: 4.8852 2021-01-27 22:09:58,166 - mmaction - INFO - Epoch [10][40/3757] lr: 1.000e-02, eta: 7 days, 19:19:24, time: 1.516, data_time: 0.013, memory: 7136, top1_acc: 0.4758, top5_acc: 0.7555, loss_cls: 2.1192, loss: 2.1192, grad_norm: 5.2286 2021-01-27 22:10:32,787 - mmaction - INFO - Epoch [10][60/3757] lr: 1.000e-02, eta: 7 days, 19:17:55, time: 1.728, data_time: 0.018, memory: 7136, top1_acc: 0.4945, top5_acc: 0.7406, loss_cls: 2.1566, loss: 2.1566, grad_norm: 5.1798 2021-01-27 22:11:10,580 - mmaction - INFO - Epoch [10][80/3757] lr: 1.000e-02, eta: 7 days, 19:16:53, time: 1.857, data_time: 0.008, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7531, loss_cls: 2.1390, loss: 2.1390, grad_norm: 5.2153 2021-01-27 22:12:01,185 - mmaction - INFO - Epoch [10][100/3757] lr: 1.000e-02, eta: 7 days, 19:18:13, time: 2.570, data_time: 0.045, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7609, loss_cls: 2.1037, loss: 2.1037, grad_norm: 5.2023 2021-01-27 22:12:42,666 - mmaction - INFO - Epoch [10][120/3757] lr: 1.000e-02, eta: 7 days, 19:17:51, time: 2.058, data_time: 0.019, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7391, loss_cls: 2.1263, loss: 2.1263, grad_norm: 5.1719 2021-01-27 22:13:11,595 - mmaction - INFO - Epoch [10][140/3757] lr: 1.000e-02, eta: 7 days, 19:15:23, time: 1.435, data_time: 0.019, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7656, loss_cls: 2.1095, loss: 2.1095, grad_norm: 5.2754 2021-01-27 22:13:42,435 - mmaction - INFO - Epoch [10][160/3757] lr: 1.000e-02, eta: 7 days, 19:13:21, time: 1.562, data_time: 0.033, memory: 7136, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.0659, loss: 2.0659, grad_norm: 5.2690 2021-01-27 22:14:13,062 - mmaction - INFO - Epoch [10][180/3757] lr: 1.000e-02, eta: 7 days, 19:11:11, time: 1.521, data_time: 0.018, memory: 7136, top1_acc: 0.4828, top5_acc: 0.7531, loss_cls: 2.1737, loss: 2.1737, grad_norm: 5.2590 2021-01-27 22:14:48,507 - mmaction - INFO - Epoch [10][200/3757] lr: 1.000e-02, eta: 7 days, 19:09:54, time: 1.783, data_time: 0.026, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7570, loss_cls: 2.1163, loss: 2.1163, grad_norm: 5.1581 2021-01-27 22:15:19,370 - mmaction - INFO - Epoch [10][220/3757] lr: 1.000e-02, eta: 7 days, 19:07:45, time: 1.527, data_time: 0.010, memory: 7136, top1_acc: 0.4883, top5_acc: 0.7328, loss_cls: 2.2295, loss: 2.2295, grad_norm: 5.2977 2021-01-27 22:16:02,955 - mmaction - INFO - Epoch [10][240/3757] lr: 1.000e-02, eta: 7 days, 19:07:51, time: 2.197, data_time: 0.031, memory: 7136, top1_acc: 0.4914, top5_acc: 0.7352, loss_cls: 2.2423, loss: 2.2423, grad_norm: 5.1872 2021-01-27 22:16:29,990 - mmaction - INFO - Epoch [10][260/3757] lr: 1.000e-02, eta: 7 days, 19:05:07, time: 1.353, data_time: 0.012, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7555, loss_cls: 2.1392, loss: 2.1392, grad_norm: 5.2704 2021-01-27 22:17:07,190 - mmaction - INFO - Epoch [10][280/3757] lr: 1.000e-02, eta: 7 days, 19:04:04, time: 1.852, data_time: 0.009, memory: 7136, top1_acc: 0.4680, top5_acc: 0.7312, loss_cls: 2.2028, loss: 2.2028, grad_norm: 5.1894 2021-01-27 22:17:41,145 - mmaction - INFO - Epoch [10][300/3757] lr: 1.000e-02, eta: 7 days, 19:02:27, time: 1.685, data_time: 0.015, memory: 7136, top1_acc: 0.4906, top5_acc: 0.7305, loss_cls: 2.2009, loss: 2.2009, grad_norm: 5.1058 2021-01-27 22:18:25,805 - mmaction - INFO - Epoch [10][320/3757] lr: 1.000e-02, eta: 7 days, 19:02:41, time: 2.240, data_time: 0.050, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.1350, loss: 2.1350, grad_norm: 5.1750 2021-01-27 22:18:58,295 - mmaction - INFO - Epoch [10][340/3757] lr: 1.000e-02, eta: 7 days, 19:00:55, time: 1.636, data_time: 0.025, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7289, loss_cls: 2.1715, loss: 2.1715, grad_norm: 5.2106 2021-01-27 22:19:43,433 - mmaction - INFO - Epoch [10][360/3757] lr: 1.000e-02, eta: 7 days, 19:01:09, time: 2.242, data_time: 0.021, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7523, loss_cls: 2.0666, loss: 2.0666, grad_norm: 4.9771 2021-01-27 22:20:41,197 - mmaction - INFO - Epoch [10][380/3757] lr: 1.000e-02, eta: 7 days, 19:03:32, time: 2.883, data_time: 0.036, memory: 7136, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2119, loss: 2.2119, grad_norm: 5.0680 2021-01-27 22:21:17,914 - mmaction - INFO - Epoch [10][400/3757] lr: 1.000e-02, eta: 7 days, 19:02:27, time: 1.843, data_time: 0.035, memory: 7136, top1_acc: 0.4961, top5_acc: 0.7422, loss_cls: 2.1534, loss: 2.1534, grad_norm: 5.0256 2021-01-27 22:21:56,715 - mmaction - INFO - Epoch [10][420/3757] lr: 1.000e-02, eta: 7 days, 19:01:44, time: 1.954, data_time: 0.022, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7516, loss_cls: 2.0939, loss: 2.0939, grad_norm: 5.0356 2021-01-27 22:23:52,601 - mmaction - INFO - Epoch [10][440/3757] lr: 1.000e-02, eta: 7 days, 19:13:47, time: 5.797, data_time: 0.010, memory: 7136, top1_acc: 0.4828, top5_acc: 0.7352, loss_cls: 2.1930, loss: 2.1930, grad_norm: 5.2538 2021-01-27 22:24:36,291 - mmaction - INFO - Epoch [10][460/3757] lr: 1.000e-02, eta: 7 days, 19:13:46, time: 2.169, data_time: 0.011, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7461, loss_cls: 2.1638, loss: 2.1638, grad_norm: 5.1457 2021-01-27 22:25:17,646 - mmaction - INFO - Epoch [10][480/3757] lr: 1.000e-02, eta: 7 days, 19:13:26, time: 2.071, data_time: 0.040, memory: 7136, top1_acc: 0.4727, top5_acc: 0.7359, loss_cls: 2.2222, loss: 2.2222, grad_norm: 5.1163 2021-01-27 22:25:57,032 - mmaction - INFO - Epoch [10][500/3757] lr: 1.000e-02, eta: 7 days, 19:12:45, time: 1.965, data_time: 0.022, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7531, loss_cls: 2.1080, loss: 2.1080, grad_norm: 5.2030 2021-01-27 22:26:39,566 - mmaction - INFO - Epoch [10][520/3757] lr: 1.000e-02, eta: 7 days, 19:12:35, time: 2.122, data_time: 0.024, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7359, loss_cls: 2.2013, loss: 2.2013, grad_norm: 5.0922 2021-01-27 22:27:16,088 - mmaction - INFO - Epoch [10][540/3757] lr: 1.000e-02, eta: 7 days, 19:11:30, time: 1.848, data_time: 0.033, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7414, loss_cls: 2.1673, loss: 2.1673, grad_norm: 5.1183 2021-01-27 22:27:47,265 - mmaction - INFO - Epoch [10][560/3757] lr: 1.000e-02, eta: 7 days, 19:09:28, time: 1.556, data_time: 0.004, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7375, loss_cls: 2.1977, loss: 2.1977, grad_norm: 5.3357 2021-01-27 22:28:23,746 - mmaction - INFO - Epoch [10][580/3757] lr: 1.000e-02, eta: 7 days, 19:08:12, time: 1.794, data_time: 0.012, memory: 7136, top1_acc: 0.4828, top5_acc: 0.7156, loss_cls: 2.2469, loss: 2.2469, grad_norm: 5.0988 2021-01-27 22:29:20,741 - mmaction - INFO - Epoch [10][600/3757] lr: 1.000e-02, eta: 7 days, 19:10:33, time: 2.880, data_time: 0.044, memory: 7136, top1_acc: 0.4789, top5_acc: 0.7352, loss_cls: 2.2083, loss: 2.2083, grad_norm: 5.0515 2021-01-27 22:29:58,275 - mmaction - INFO - Epoch [10][620/3757] lr: 1.000e-02, eta: 7 days, 19:09:33, time: 1.872, data_time: 0.017, memory: 7136, top1_acc: 0.4992, top5_acc: 0.7391, loss_cls: 2.1658, loss: 2.1658, grad_norm: 5.2030 2021-01-27 22:30:37,722 - mmaction - INFO - Epoch [10][640/3757] lr: 1.000e-02, eta: 7 days, 19:08:51, time: 1.965, data_time: 0.019, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7516, loss_cls: 2.1418, loss: 2.1418, grad_norm: 5.1536 2021-01-27 22:31:18,430 - mmaction - INFO - Epoch [10][660/3757] lr: 1.000e-02, eta: 7 days, 19:08:25, time: 2.038, data_time: 0.024, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7383, loss_cls: 2.1324, loss: 2.1324, grad_norm: 5.1753 2021-01-27 22:32:07,827 - mmaction - INFO - Epoch [10][680/3757] lr: 1.000e-02, eta: 7 days, 19:09:26, time: 2.483, data_time: 0.040, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7578, loss_cls: 2.1676, loss: 2.1676, grad_norm: 5.0065 2021-01-27 22:32:42,911 - mmaction - INFO - Epoch [10][700/3757] lr: 1.000e-02, eta: 7 days, 19:08:03, time: 1.756, data_time: 0.005, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7438, loss_cls: 2.1780, loss: 2.1780, grad_norm: 5.1461 2021-01-27 22:33:26,138 - mmaction - INFO - Epoch [10][720/3757] lr: 1.000e-02, eta: 7 days, 19:08:00, time: 2.161, data_time: 0.010, memory: 7136, top1_acc: 0.4914, top5_acc: 0.7352, loss_cls: 2.1910, loss: 2.1910, grad_norm: 4.9342 2021-01-27 22:34:02,403 - mmaction - INFO - Epoch [10][740/3757] lr: 1.000e-02, eta: 7 days, 19:06:49, time: 1.812, data_time: 0.003, memory: 7136, top1_acc: 0.5023, top5_acc: 0.7320, loss_cls: 2.1872, loss: 2.1872, grad_norm: 5.1862 2021-01-27 22:34:28,789 - mmaction - INFO - Epoch [10][760/3757] lr: 1.000e-02, eta: 7 days, 19:03:59, time: 1.316, data_time: 0.007, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7242, loss_cls: 2.2210, loss: 2.2210, grad_norm: 5.1611 2021-01-27 22:35:06,832 - mmaction - INFO - Epoch [10][780/3757] lr: 1.000e-02, eta: 7 days, 19:03:01, time: 1.878, data_time: 0.009, memory: 7136, top1_acc: 0.5102, top5_acc: 0.7430, loss_cls: 2.1330, loss: 2.1330, grad_norm: 5.0917 2021-01-27 22:35:54,956 - mmaction - INFO - Epoch [10][800/3757] lr: 1.000e-02, eta: 7 days, 19:03:51, time: 2.429, data_time: 0.046, memory: 7136, top1_acc: 0.5102, top5_acc: 0.7523, loss_cls: 2.1033, loss: 2.1033, grad_norm: 5.0743 2021-01-27 22:36:37,248 - mmaction - INFO - Epoch [10][820/3757] lr: 1.000e-02, eta: 7 days, 19:03:33, time: 2.086, data_time: 0.013, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7438, loss_cls: 2.0877, loss: 2.0877, grad_norm: 5.2420 2021-01-27 22:37:21,640 - mmaction - INFO - Epoch [10][840/3757] lr: 1.000e-02, eta: 7 days, 19:03:47, time: 2.244, data_time: 0.039, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7570, loss_cls: 2.0694, loss: 2.0694, grad_norm: 5.3290 2021-01-27 22:37:57,670 - mmaction - INFO - Epoch [10][860/3757] lr: 1.000e-02, eta: 7 days, 19:02:35, time: 1.808, data_time: 0.015, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7438, loss_cls: 2.1377, loss: 2.1377, grad_norm: 5.1394 2021-01-27 22:38:39,142 - mmaction - INFO - Epoch [10][880/3757] lr: 1.000e-02, eta: 7 days, 19:02:14, time: 2.067, data_time: 0.014, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7461, loss_cls: 2.1020, loss: 2.1020, grad_norm: 5.3054 2021-01-27 22:39:14,282 - mmaction - INFO - Epoch [10][900/3757] lr: 1.000e-02, eta: 7 days, 19:00:46, time: 1.728, data_time: 0.015, memory: 7136, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2538, loss: 2.2538, grad_norm: 5.1730 2021-01-27 22:39:59,072 - mmaction - INFO - Epoch [10][920/3757] lr: 1.000e-02, eta: 7 days, 19:01:05, time: 2.273, data_time: 0.047, memory: 7136, top1_acc: 0.5023, top5_acc: 0.7508, loss_cls: 2.1117, loss: 2.1117, grad_norm: 5.3710 2021-01-27 22:40:39,809 - mmaction - INFO - Epoch [10][940/3757] lr: 1.000e-02, eta: 7 days, 19:00:34, time: 2.018, data_time: 0.014, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7570, loss_cls: 2.1364, loss: 2.1364, grad_norm: 5.2790 2021-01-27 22:41:07,196 - mmaction - INFO - Epoch [10][960/3757] lr: 1.000e-02, eta: 7 days, 18:57:59, time: 1.386, data_time: 0.028, memory: 7136, top1_acc: 0.4836, top5_acc: 0.7477, loss_cls: 2.1934, loss: 2.1934, grad_norm: 5.3342 2021-01-27 22:41:38,678 - mmaction - INFO - Epoch [10][980/3757] lr: 1.000e-02, eta: 7 days, 18:56:00, time: 1.569, data_time: 0.010, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7484, loss_cls: 2.0999, loss: 2.0999, grad_norm: 5.0764 2021-01-27 22:42:17,311 - mmaction - INFO - Epoch [10][1000/3757] lr: 1.000e-02, eta: 7 days, 18:55:11, time: 1.922, data_time: 0.016, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7383, loss_cls: 2.2187, loss: 2.2187, grad_norm: 5.2103 2021-01-27 22:42:46,546 - mmaction - INFO - Epoch [10][1020/3757] lr: 1.000e-02, eta: 7 days, 18:52:55, time: 1.482, data_time: 0.026, memory: 7136, top1_acc: 0.4805, top5_acc: 0.7219, loss_cls: 2.2250, loss: 2.2250, grad_norm: 5.2072 2021-01-27 22:43:14,026 - mmaction - INFO - Epoch [10][1040/3757] lr: 1.000e-02, eta: 7 days, 18:50:18, time: 1.373, data_time: 0.003, memory: 7136, top1_acc: 0.4703, top5_acc: 0.7125, loss_cls: 2.2985, loss: 2.2985, grad_norm: 5.3858 2021-01-27 22:43:43,761 - mmaction - INFO - Epoch [10][1060/3757] lr: 1.000e-02, eta: 7 days, 18:48:01, time: 1.474, data_time: 0.004, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7352, loss_cls: 2.1775, loss: 2.1775, grad_norm: 4.9372 2021-01-27 22:44:25,906 - mmaction - INFO - Epoch [10][1080/3757] lr: 1.000e-02, eta: 7 days, 18:47:48, time: 2.108, data_time: 0.020, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7367, loss_cls: 2.1531, loss: 2.1531, grad_norm: 5.0484 2021-01-27 22:45:06,247 - mmaction - INFO - Epoch [10][1100/3757] lr: 1.000e-02, eta: 7 days, 18:47:17, time: 2.020, data_time: 0.040, memory: 7136, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.1789, loss: 2.1789, grad_norm: 5.0757 2021-01-27 22:45:41,399 - mmaction - INFO - Epoch [10][1120/3757] lr: 1.000e-02, eta: 7 days, 18:45:56, time: 1.759, data_time: 0.019, memory: 7136, top1_acc: 0.4891, top5_acc: 0.7469, loss_cls: 2.1812, loss: 2.1812, grad_norm: 5.2910 2021-01-27 22:46:11,339 - mmaction - INFO - Epoch [10][1140/3757] lr: 1.000e-02, eta: 7 days, 18:43:46, time: 1.506, data_time: 0.015, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7523, loss_cls: 2.1239, loss: 2.1239, grad_norm: 5.2210 2021-01-27 22:46:39,523 - mmaction - INFO - Epoch [10][1160/3757] lr: 1.000e-02, eta: 7 days, 18:41:13, time: 1.394, data_time: 0.004, memory: 7136, top1_acc: 0.4914, top5_acc: 0.7406, loss_cls: 2.2135, loss: 2.2135, grad_norm: 5.1529 2021-01-27 22:47:09,708 - mmaction - INFO - Epoch [10][1180/3757] lr: 1.000e-02, eta: 7 days, 18:39:06, time: 1.519, data_time: 0.024, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7344, loss_cls: 2.2325, loss: 2.2325, grad_norm: 5.1021 2021-01-27 22:47:34,602 - mmaction - INFO - Epoch [10][1200/3757] lr: 1.000e-02, eta: 7 days, 18:36:03, time: 1.234, data_time: 0.008, memory: 7136, top1_acc: 0.4859, top5_acc: 0.7344, loss_cls: 2.1956, loss: 2.1956, grad_norm: 5.2619 2021-01-27 22:48:04,503 - mmaction - INFO - Epoch [10][1220/3757] lr: 1.000e-02, eta: 7 days, 18:33:50, time: 1.495, data_time: 0.020, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7328, loss_cls: 2.2182, loss: 2.2182, grad_norm: 5.2899 2021-01-27 22:48:39,048 - mmaction - INFO - Epoch [10][1240/3757] lr: 1.000e-02, eta: 7 days, 18:32:19, time: 1.706, data_time: 0.021, memory: 7136, top1_acc: 0.4992, top5_acc: 0.7336, loss_cls: 2.1666, loss: 2.1666, grad_norm: 5.0831 2021-01-27 22:49:13,564 - mmaction - INFO - Epoch [10][1260/3757] lr: 1.000e-02, eta: 7 days, 18:30:55, time: 1.741, data_time: 0.039, memory: 7136, top1_acc: 0.4711, top5_acc: 0.7398, loss_cls: 2.2301, loss: 2.2301, grad_norm: 5.2407 2021-01-27 22:49:54,490 - mmaction - INFO - Epoch [10][1280/3757] lr: 1.000e-02, eta: 7 days, 18:30:35, time: 2.068, data_time: 0.027, memory: 7136, top1_acc: 0.4859, top5_acc: 0.7195, loss_cls: 2.2436, loss: 2.2436, grad_norm: 5.2065 2021-01-27 22:50:33,703 - mmaction - INFO - Epoch [10][1300/3757] lr: 1.000e-02, eta: 7 days, 18:29:53, time: 1.961, data_time: 0.002, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7227, loss_cls: 2.2695, loss: 2.2695, grad_norm: 5.0488 2021-01-27 22:51:19,543 - mmaction - INFO - Epoch [10][1320/3757] lr: 1.000e-02, eta: 7 days, 18:30:16, time: 2.291, data_time: 0.030, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7594, loss_cls: 2.1269, loss: 2.1269, grad_norm: 5.1866 2021-01-27 22:51:47,622 - mmaction - INFO - Epoch [10][1340/3757] lr: 1.000e-02, eta: 7 days, 18:27:45, time: 1.399, data_time: 0.005, memory: 7136, top1_acc: 0.5008, top5_acc: 0.7398, loss_cls: 2.1654, loss: 2.1654, grad_norm: 5.4846 2021-01-27 22:52:19,494 - mmaction - INFO - Epoch [10][1360/3757] lr: 1.000e-02, eta: 7 days, 18:25:53, time: 1.592, data_time: 0.008, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7375, loss_cls: 2.1598, loss: 2.1598, grad_norm: 5.4313 2021-01-27 22:52:54,097 - mmaction - INFO - Epoch [10][1380/3757] lr: 1.000e-02, eta: 7 days, 18:24:26, time: 1.726, data_time: 0.010, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7508, loss_cls: 2.1497, loss: 2.1497, grad_norm: 4.9901 2021-01-27 22:53:32,075 - mmaction - INFO - Epoch [10][1400/3757] lr: 1.000e-02, eta: 7 days, 18:23:34, time: 1.906, data_time: 0.015, memory: 7136, top1_acc: 0.4867, top5_acc: 0.7289, loss_cls: 2.1825, loss: 2.1825, grad_norm: 5.2403 2021-01-27 22:54:04,239 - mmaction - INFO - Epoch [10][1420/3757] lr: 1.000e-02, eta: 7 days, 18:21:40, time: 1.588, data_time: 0.005, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7094, loss_cls: 2.2588, loss: 2.2588, grad_norm: 5.1329 2021-01-27 22:54:41,020 - mmaction - INFO - Epoch [10][1440/3757] lr: 1.000e-02, eta: 7 days, 18:20:40, time: 1.861, data_time: 0.036, memory: 7136, top1_acc: 0.4820, top5_acc: 0.7328, loss_cls: 2.2463, loss: 2.2463, grad_norm: 5.2512 2021-01-27 22:55:22,845 - mmaction - INFO - Epoch [10][1460/3757] lr: 1.000e-02, eta: 7 days, 18:20:23, time: 2.089, data_time: 0.006, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7414, loss_cls: 2.1757, loss: 2.1757, grad_norm: 5.1994 2021-01-27 22:55:56,178 - mmaction - INFO - Epoch [10][1480/3757] lr: 1.000e-02, eta: 7 days, 18:18:43, time: 1.655, data_time: 0.012, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7539, loss_cls: 2.0995, loss: 2.0995, grad_norm: 5.2494 2021-01-27 22:56:32,279 - mmaction - INFO - Epoch [10][1500/3757] lr: 1.000e-02, eta: 7 days, 18:17:33, time: 1.809, data_time: 0.019, memory: 7136, top1_acc: 0.4820, top5_acc: 0.7180, loss_cls: 2.3051, loss: 2.3051, grad_norm: 5.3652 2021-01-27 22:57:05,118 - mmaction - INFO - Epoch [10][1520/3757] lr: 1.000e-02, eta: 7 days, 18:15:51, time: 1.646, data_time: 0.014, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7516, loss_cls: 2.1386, loss: 2.1386, grad_norm: 5.0824 2021-01-27 22:57:39,074 - mmaction - INFO - Epoch [10][1540/3757] lr: 1.000e-02, eta: 7 days, 18:14:17, time: 1.687, data_time: 0.011, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.1067, loss: 2.1067, grad_norm: 4.9586 2021-01-27 22:58:05,682 - mmaction - INFO - Epoch [10][1560/3757] lr: 1.000e-02, eta: 7 days, 18:11:38, time: 1.349, data_time: 0.021, memory: 7136, top1_acc: 0.4789, top5_acc: 0.7453, loss_cls: 2.1963, loss: 2.1963, grad_norm: 5.2505 2021-01-27 22:58:45,481 - mmaction - INFO - Epoch [10][1580/3757] lr: 1.000e-02, eta: 7 days, 18:11:01, time: 1.983, data_time: 0.008, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7617, loss_cls: 2.1131, loss: 2.1131, grad_norm: 5.2325 2021-01-27 22:59:19,005 - mmaction - INFO - Epoch [10][1600/3757] lr: 1.000e-02, eta: 7 days, 18:09:27, time: 1.683, data_time: 0.009, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7258, loss_cls: 2.2263, loss: 2.2263, grad_norm: 5.1093 2021-01-27 22:59:52,599 - mmaction - INFO - Epoch [10][1620/3757] lr: 1.000e-02, eta: 7 days, 18:07:49, time: 1.666, data_time: 0.005, memory: 7136, top1_acc: 0.4680, top5_acc: 0.7094, loss_cls: 2.2822, loss: 2.2822, grad_norm: 5.1100 2021-01-27 23:00:31,451 - mmaction - INFO - Epoch [10][1640/3757] lr: 1.000e-02, eta: 7 days, 18:07:06, time: 1.952, data_time: 0.016, memory: 7136, top1_acc: 0.4836, top5_acc: 0.7227, loss_cls: 2.2620, loss: 2.2620, grad_norm: 5.3634 2021-01-27 23:00:58,530 - mmaction - INFO - Epoch [10][1660/3757] lr: 1.000e-02, eta: 7 days, 18:04:28, time: 1.349, data_time: 0.007, memory: 7136, top1_acc: 0.4813, top5_acc: 0.7289, loss_cls: 2.2326, loss: 2.2326, grad_norm: 5.2837 2021-01-27 23:01:28,113 - mmaction - INFO - Epoch [10][1680/3757] lr: 1.000e-02, eta: 7 days, 18:02:16, time: 1.484, data_time: 0.011, memory: 7136, top1_acc: 0.4836, top5_acc: 0.7203, loss_cls: 2.2438, loss: 2.2438, grad_norm: 5.1416 2021-01-27 23:01:54,818 - mmaction - INFO - Epoch [10][1700/3757] lr: 1.000e-02, eta: 7 days, 17:59:35, time: 1.336, data_time: 0.005, memory: 7136, top1_acc: 0.4727, top5_acc: 0.7188, loss_cls: 2.2811, loss: 2.2811, grad_norm: 5.2842 2021-01-27 23:02:17,913 - mmaction - INFO - Epoch [10][1720/3757] lr: 1.000e-02, eta: 7 days, 17:56:21, time: 1.158, data_time: 0.011, memory: 7136, top1_acc: 0.4961, top5_acc: 0.7273, loss_cls: 2.2083, loss: 2.2083, grad_norm: 5.0527 2021-01-27 23:02:42,403 - mmaction - INFO - Epoch [10][1740/3757] lr: 1.000e-02, eta: 7 days, 17:53:18, time: 1.217, data_time: 0.001, memory: 7136, top1_acc: 0.4906, top5_acc: 0.7336, loss_cls: 2.2488, loss: 2.2488, grad_norm: 5.3296 2021-01-27 23:03:11,820 - mmaction - INFO - Epoch [10][1760/3757] lr: 1.000e-02, eta: 7 days, 17:51:04, time: 1.473, data_time: 0.015, memory: 7136, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2387, loss: 2.2387, grad_norm: 5.3569 2021-01-27 23:03:45,996 - mmaction - INFO - Epoch [10][1780/3757] lr: 1.000e-02, eta: 7 days, 17:49:30, time: 1.682, data_time: 0.007, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7641, loss_cls: 2.0875, loss: 2.0875, grad_norm: 4.9813 2021-01-27 23:04:33,624 - mmaction - INFO - Epoch [10][1800/3757] lr: 1.000e-02, eta: 7 days, 17:50:13, time: 2.400, data_time: 0.038, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7508, loss_cls: 2.0876, loss: 2.0876, grad_norm: 5.0733 2021-01-27 23:05:21,817 - mmaction - INFO - Epoch [10][1820/3757] lr: 1.000e-02, eta: 7 days, 17:51:01, time: 2.422, data_time: 0.017, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.1917, loss: 2.1917, grad_norm: 5.0434 2021-01-27 23:06:03,433 - mmaction - INFO - Epoch [10][1840/3757] lr: 1.000e-02, eta: 7 days, 17:50:39, time: 2.057, data_time: 0.011, memory: 7136, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2380, loss: 2.2380, grad_norm: 5.1813 2021-01-27 23:06:45,461 - mmaction - INFO - Epoch [10][1860/3757] lr: 1.000e-02, eta: 7 days, 17:50:26, time: 2.106, data_time: 0.029, memory: 7136, top1_acc: 0.4891, top5_acc: 0.7344, loss_cls: 2.2002, loss: 2.2002, grad_norm: 5.1521 2021-01-27 23:07:20,506 - mmaction - INFO - Epoch [10][1880/3757] lr: 1.000e-02, eta: 7 days, 17:49:09, time: 1.770, data_time: 0.022, memory: 7136, top1_acc: 0.4906, top5_acc: 0.7352, loss_cls: 2.1890, loss: 2.1890, grad_norm: 5.0145 2021-01-27 23:07:53,375 - mmaction - INFO - Epoch [10][1900/3757] lr: 1.000e-02, eta: 7 days, 17:47:25, time: 1.628, data_time: 0.004, memory: 7136, top1_acc: 0.4820, top5_acc: 0.7320, loss_cls: 2.2722, loss: 2.2722, grad_norm: 5.2311 2021-01-27 23:08:21,432 - mmaction - INFO - Epoch [10][1920/3757] lr: 1.000e-02, eta: 7 days, 17:44:59, time: 1.406, data_time: 0.033, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7523, loss_cls: 2.1495, loss: 2.1495, grad_norm: 5.0710 2021-01-27 23:08:55,243 - mmaction - INFO - Epoch [10][1940/3757] lr: 1.000e-02, eta: 7 days, 17:43:28, time: 1.698, data_time: 0.021, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7422, loss_cls: 2.2291, loss: 2.2291, grad_norm: 5.1476 2021-01-27 23:09:35,035 - mmaction - INFO - Epoch [10][1960/3757] lr: 1.000e-02, eta: 7 days, 17:42:51, time: 1.979, data_time: 0.008, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7312, loss_cls: 2.1438, loss: 2.1438, grad_norm: 4.9948 2021-01-27 23:10:13,372 - mmaction - INFO - Epoch [10][1980/3757] lr: 1.000e-02, eta: 7 days, 17:42:01, time: 1.908, data_time: 0.026, memory: 7136, top1_acc: 0.4859, top5_acc: 0.7523, loss_cls: 2.1739, loss: 2.1739, grad_norm: 5.2265 2021-01-27 23:10:54,976 - mmaction - INFO - Epoch [10][2000/3757] lr: 1.000e-02, eta: 7 days, 17:41:46, time: 2.096, data_time: 0.034, memory: 7136, top1_acc: 0.4859, top5_acc: 0.7250, loss_cls: 2.2473, loss: 2.2473, grad_norm: 5.1497 2021-01-27 23:11:39,157 - mmaction - INFO - Epoch [10][2020/3757] lr: 1.000e-02, eta: 7 days, 17:41:51, time: 2.202, data_time: 0.014, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7359, loss_cls: 2.1507, loss: 2.1507, grad_norm: 4.9866 2021-01-27 23:12:18,136 - mmaction - INFO - Epoch [10][2040/3757] lr: 1.000e-02, eta: 7 days, 17:41:09, time: 1.954, data_time: 0.023, memory: 7136, top1_acc: 0.4562, top5_acc: 0.7070, loss_cls: 2.3396, loss: 2.3396, grad_norm: 5.2641 2021-01-27 23:13:02,369 - mmaction - INFO - Epoch [10][2060/3757] lr: 1.000e-02, eta: 7 days, 17:41:14, time: 2.200, data_time: 0.033, memory: 7136, top1_acc: 0.5008, top5_acc: 0.7359, loss_cls: 2.1836, loss: 2.1836, grad_norm: 5.0479 2021-01-27 23:13:34,406 - mmaction - INFO - Epoch [10][2080/3757] lr: 1.000e-02, eta: 7 days, 17:39:29, time: 1.618, data_time: 0.027, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7352, loss_cls: 2.1891, loss: 2.1891, grad_norm: 5.1314 2021-01-27 23:14:18,765 - mmaction - INFO - Epoch [10][2100/3757] lr: 1.000e-02, eta: 7 days, 17:39:34, time: 2.202, data_time: 0.012, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7422, loss_cls: 2.1483, loss: 2.1483, grad_norm: 5.1618 2021-01-27 23:15:06,007 - mmaction - INFO - Epoch [10][2120/3757] lr: 1.000e-02, eta: 7 days, 17:40:05, time: 2.343, data_time: 0.030, memory: 7136, top1_acc: 0.4648, top5_acc: 0.7289, loss_cls: 2.2391, loss: 2.2391, grad_norm: 5.3196 2021-01-27 23:15:36,421 - mmaction - INFO - Epoch [10][2140/3757] lr: 1.000e-02, eta: 7 days, 17:38:05, time: 1.540, data_time: 0.049, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7492, loss_cls: 2.1718, loss: 2.1718, grad_norm: 5.0914 2021-01-27 23:16:08,301 - mmaction - INFO - Epoch [10][2160/3757] lr: 1.000e-02, eta: 7 days, 17:36:16, time: 1.598, data_time: 0.028, memory: 7136, top1_acc: 0.4773, top5_acc: 0.7234, loss_cls: 2.2308, loss: 2.2308, grad_norm: 5.1472 2021-01-27 23:16:43,902 - mmaction - INFO - Epoch [10][2180/3757] lr: 1.000e-02, eta: 7 days, 17:35:05, time: 1.799, data_time: 0.021, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7383, loss_cls: 2.1245, loss: 2.1245, grad_norm: 5.0040 2021-01-27 23:17:29,910 - mmaction - INFO - Epoch [10][2200/3757] lr: 1.000e-02, eta: 7 days, 17:35:29, time: 2.298, data_time: 0.005, memory: 7136, top1_acc: 0.4586, top5_acc: 0.7273, loss_cls: 2.2616, loss: 2.2616, grad_norm: 5.2636 2021-01-27 23:18:00,102 - mmaction - INFO - Epoch [10][2220/3757] lr: 1.000e-02, eta: 7 days, 17:33:23, time: 1.512, data_time: 0.004, memory: 7136, top1_acc: 0.4883, top5_acc: 0.7453, loss_cls: 2.1616, loss: 2.1616, grad_norm: 5.1742 2021-01-27 23:18:37,861 - mmaction - INFO - Epoch [10][2240/3757] lr: 1.000e-02, eta: 7 days, 17:32:28, time: 1.880, data_time: 0.004, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.1233, loss: 2.1233, grad_norm: 5.2226 2021-01-27 23:19:06,997 - mmaction - INFO - Epoch [10][2260/3757] lr: 1.000e-02, eta: 7 days, 17:30:10, time: 1.444, data_time: 0.009, memory: 7136, top1_acc: 0.4719, top5_acc: 0.7359, loss_cls: 2.2513, loss: 2.2513, grad_norm: 5.0690 2021-01-27 23:19:40,304 - mmaction - INFO - Epoch [10][2280/3757] lr: 1.000e-02, eta: 7 days, 17:28:35, time: 1.673, data_time: 0.028, memory: 7136, top1_acc: 0.4695, top5_acc: 0.7273, loss_cls: 2.3225, loss: 2.3225, grad_norm: 5.0097 2021-01-27 23:20:13,506 - mmaction - INFO - Epoch [10][2300/3757] lr: 1.000e-02, eta: 7 days, 17:26:59, time: 1.664, data_time: 0.017, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7547, loss_cls: 2.0703, loss: 2.0703, grad_norm: 4.9434 2021-01-27 23:20:55,650 - mmaction - INFO - Epoch [10][2320/3757] lr: 1.000e-02, eta: 7 days, 17:26:46, time: 2.106, data_time: 0.011, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7383, loss_cls: 2.1632, loss: 2.1632, grad_norm: 5.0363 2021-01-27 23:21:26,721 - mmaction - INFO - Epoch [10][2340/3757] lr: 1.000e-02, eta: 7 days, 17:24:46, time: 1.534, data_time: 0.014, memory: 7136, top1_acc: 0.4703, top5_acc: 0.7211, loss_cls: 2.2946, loss: 2.2946, grad_norm: 5.2591 2021-01-27 23:22:06,250 - mmaction - INFO - Epoch [10][2360/3757] lr: 1.000e-02, eta: 7 days, 17:24:14, time: 2.005, data_time: 0.036, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7367, loss_cls: 2.1240, loss: 2.1240, grad_norm: 5.0439 2021-01-27 23:22:38,340 - mmaction - INFO - Epoch [10][2380/3757] lr: 1.000e-02, eta: 7 days, 17:22:26, time: 1.599, data_time: 0.004, memory: 7136, top1_acc: 0.5008, top5_acc: 0.7422, loss_cls: 2.1958, loss: 2.1958, grad_norm: 5.2492 2021-01-27 23:23:01,702 - mmaction - INFO - Epoch [10][2400/3757] lr: 1.000e-02, eta: 7 days, 17:19:15, time: 1.156, data_time: 0.008, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7578, loss_cls: 2.1758, loss: 2.1758, grad_norm: 5.1431 2021-01-27 23:23:33,105 - mmaction - INFO - Epoch [10][2420/3757] lr: 1.000e-02, eta: 7 days, 17:17:21, time: 1.567, data_time: 0.019, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1469, loss: 2.1469, grad_norm: 5.0752 2021-01-27 23:24:06,475 - mmaction - INFO - Epoch [10][2440/3757] lr: 1.000e-02, eta: 7 days, 17:15:50, time: 1.688, data_time: 0.022, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7445, loss_cls: 2.1984, loss: 2.1984, grad_norm: 5.0971 2021-01-27 23:24:42,924 - mmaction - INFO - Epoch [10][2460/3757] lr: 1.000e-02, eta: 7 days, 17:14:39, time: 1.796, data_time: 0.014, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.0937, loss: 2.0937, grad_norm: 5.1542 2021-01-27 23:25:15,169 - mmaction - INFO - Epoch [10][2480/3757] lr: 1.000e-02, eta: 7 days, 17:12:58, time: 1.635, data_time: 0.038, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7781, loss_cls: 2.0725, loss: 2.0725, grad_norm: 5.1015 2021-01-27 23:25:41,515 - mmaction - INFO - Epoch [10][2500/3757] lr: 1.000e-02, eta: 7 days, 17:10:18, time: 1.317, data_time: 0.006, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7469, loss_cls: 2.0995, loss: 2.0995, grad_norm: 4.9183 2021-01-27 23:26:13,791 - mmaction - INFO - Epoch [10][2520/3757] lr: 1.000e-02, eta: 7 days, 17:08:33, time: 1.612, data_time: 0.009, memory: 7136, top1_acc: 0.4836, top5_acc: 0.7211, loss_cls: 2.2435, loss: 2.2435, grad_norm: 5.0795 2021-01-27 23:26:38,049 - mmaction - INFO - Epoch [10][2540/3757] lr: 1.000e-02, eta: 7 days, 17:05:31, time: 1.200, data_time: 0.012, memory: 7136, top1_acc: 0.4906, top5_acc: 0.7508, loss_cls: 2.1205, loss: 2.1205, grad_norm: 4.9179 2021-01-27 23:27:12,892 - mmaction - INFO - Epoch [10][2560/3757] lr: 1.000e-02, eta: 7 days, 17:04:13, time: 1.757, data_time: 0.033, memory: 7136, top1_acc: 0.4945, top5_acc: 0.7562, loss_cls: 2.1685, loss: 2.1685, grad_norm: 5.3241 2021-01-27 23:27:39,375 - mmaction - INFO - Epoch [10][2580/3757] lr: 1.000e-02, eta: 7 days, 17:01:35, time: 1.324, data_time: 0.007, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7602, loss_cls: 2.0054, loss: 2.0054, grad_norm: 5.2720 2021-01-27 23:28:13,816 - mmaction - INFO - Epoch [10][2600/3757] lr: 1.000e-02, eta: 7 days, 17:00:06, time: 1.698, data_time: 0.008, memory: 7136, top1_acc: 0.5156, top5_acc: 0.7570, loss_cls: 2.0880, loss: 2.0880, grad_norm: 5.3684 2021-01-27 23:28:42,256 - mmaction - INFO - Epoch [10][2620/3757] lr: 1.000e-02, eta: 7 days, 16:57:48, time: 1.435, data_time: 0.033, memory: 7136, top1_acc: 0.4789, top5_acc: 0.7203, loss_cls: 2.2327, loss: 2.2327, grad_norm: 5.0625 2021-01-27 23:29:08,477 - mmaction - INFO - Epoch [10][2640/3757] lr: 1.000e-02, eta: 7 days, 16:55:06, time: 1.304, data_time: 0.020, memory: 7136, top1_acc: 0.4797, top5_acc: 0.7320, loss_cls: 2.2557, loss: 2.2557, grad_norm: 5.1427 2021-01-27 23:29:37,379 - mmaction - INFO - Epoch [10][2660/3757] lr: 1.000e-02, eta: 7 days, 16:52:53, time: 1.457, data_time: 0.022, memory: 7136, top1_acc: 0.5023, top5_acc: 0.7383, loss_cls: 2.1470, loss: 2.1470, grad_norm: 5.1748 2021-01-27 23:30:03,564 - mmaction - INFO - Epoch [10][2680/3757] lr: 1.000e-02, eta: 7 days, 16:50:14, time: 1.317, data_time: 0.028, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7391, loss_cls: 2.1653, loss: 2.1653, grad_norm: 5.1247 2021-01-27 23:30:12,288 - mmaction - INFO - Epoch [10][2700/3757] lr: 1.000e-02, eta: 7 days, 16:44:51, time: 0.436, data_time: 0.001, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7383, loss_cls: 2.1241, loss: 2.1241, grad_norm: 5.0393 2021-01-27 23:30:20,956 - mmaction - INFO - Epoch [10][2720/3757] lr: 1.000e-02, eta: 7 days, 16:39:29, time: 0.434, data_time: 0.001, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7469, loss_cls: 2.1569, loss: 2.1569, grad_norm: 5.0742 2021-01-27 23:30:29,637 - mmaction - INFO - Epoch [10][2740/3757] lr: 1.000e-02, eta: 7 days, 16:34:06, time: 0.433, data_time: 0.000, memory: 7136, top1_acc: 0.4711, top5_acc: 0.7242, loss_cls: 2.2706, loss: 2.2706, grad_norm: 5.1921 2021-01-27 23:30:38,383 - mmaction - INFO - Epoch [10][2760/3757] lr: 1.000e-02, eta: 7 days, 16:28:45, time: 0.437, data_time: 0.001, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7367, loss_cls: 2.2009, loss: 2.2009, grad_norm: 4.8991 2021-01-27 23:30:47,147 - mmaction - INFO - Epoch [10][2780/3757] lr: 1.000e-02, eta: 7 days, 16:23:24, time: 0.439, data_time: 0.001, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7555, loss_cls: 2.1018, loss: 2.1018, grad_norm: 5.0120 2021-01-27 23:30:55,834 - mmaction - INFO - Epoch [10][2800/3757] lr: 1.000e-02, eta: 7 days, 16:18:03, time: 0.434, data_time: 0.000, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7453, loss_cls: 2.1295, loss: 2.1295, grad_norm: 5.0338 2021-01-27 23:31:04,908 - mmaction - INFO - Epoch [10][2820/3757] lr: 1.000e-02, eta: 7 days, 16:12:45, time: 0.451, data_time: 0.001, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7234, loss_cls: 2.2527, loss: 2.2527, grad_norm: 5.0934 2021-01-27 23:31:14,228 - mmaction - INFO - Epoch [10][2840/3757] lr: 1.000e-02, eta: 7 days, 16:07:31, time: 0.469, data_time: 0.004, memory: 7136, top1_acc: 0.4648, top5_acc: 0.7258, loss_cls: 2.3125, loss: 2.3125, grad_norm: 5.1491 2021-01-27 23:31:22,916 - mmaction - INFO - Epoch [10][2860/3757] lr: 1.000e-02, eta: 7 days, 16:02:10, time: 0.435, data_time: 0.001, memory: 7136, top1_acc: 0.4820, top5_acc: 0.7367, loss_cls: 2.2143, loss: 2.2143, grad_norm: 5.0350 2021-01-27 23:31:31,597 - mmaction - INFO - Epoch [10][2880/3757] lr: 1.000e-02, eta: 7 days, 15:56:50, time: 0.434, data_time: 0.000, memory: 7136, top1_acc: 0.4945, top5_acc: 0.7383, loss_cls: 2.1465, loss: 2.1465, grad_norm: 5.2228 2021-01-27 23:31:40,231 - mmaction - INFO - Epoch [10][2900/3757] lr: 1.000e-02, eta: 7 days, 15:51:30, time: 0.432, data_time: 0.001, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7484, loss_cls: 2.0909, loss: 2.0909, grad_norm: 5.2135 2021-01-27 23:31:48,887 - mmaction - INFO - Epoch [10][2920/3757] lr: 1.000e-02, eta: 7 days, 15:46:11, time: 0.433, data_time: 0.001, memory: 7136, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.2009, loss: 2.2009, grad_norm: 5.0461 2021-01-27 23:31:57,644 - mmaction - INFO - Epoch [10][2940/3757] lr: 1.000e-02, eta: 7 days, 15:40:52, time: 0.438, data_time: 0.000, memory: 7136, top1_acc: 0.5023, top5_acc: 0.7375, loss_cls: 2.1898, loss: 2.1898, grad_norm: 5.0872 2021-01-27 23:32:06,384 - mmaction - INFO - Epoch [10][2960/3757] lr: 1.000e-02, eta: 7 days, 15:35:34, time: 0.436, data_time: 0.000, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7570, loss_cls: 2.1463, loss: 2.1463, grad_norm: 5.2320 2021-01-27 23:32:15,032 - mmaction - INFO - Epoch [10][2980/3757] lr: 1.000e-02, eta: 7 days, 15:30:16, time: 0.432, data_time: 0.001, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7461, loss_cls: 2.0993, loss: 2.0993, grad_norm: 5.1212 2021-01-27 23:32:23,724 - mmaction - INFO - Epoch [10][3000/3757] lr: 1.000e-02, eta: 7 days, 15:24:58, time: 0.435, data_time: 0.001, memory: 7136, top1_acc: 0.4836, top5_acc: 0.7453, loss_cls: 2.2163, loss: 2.2163, grad_norm: 5.3002 2021-01-27 23:32:32,407 - mmaction - INFO - Epoch [10][3020/3757] lr: 1.000e-02, eta: 7 days, 15:19:40, time: 0.433, data_time: 0.000, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7508, loss_cls: 2.1361, loss: 2.1361, grad_norm: 5.1121 2021-01-27 23:32:41,055 - mmaction - INFO - Epoch [10][3040/3757] lr: 1.000e-02, eta: 7 days, 15:14:23, time: 0.433, data_time: 0.001, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.0976, loss: 2.0976, grad_norm: 5.1737 2021-01-27 23:32:50,006 - mmaction - INFO - Epoch [10][3060/3757] lr: 1.000e-02, eta: 7 days, 15:09:08, time: 0.447, data_time: 0.001, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7406, loss_cls: 2.1209, loss: 2.1209, grad_norm: 4.9938 2021-01-27 23:32:58,769 - mmaction - INFO - Epoch [10][3080/3757] lr: 1.000e-02, eta: 7 days, 15:03:52, time: 0.439, data_time: 0.001, memory: 7136, top1_acc: 0.4906, top5_acc: 0.7477, loss_cls: 2.1905, loss: 2.1905, grad_norm: 4.8835 2021-01-27 23:33:07,491 - mmaction - INFO - Epoch [10][3100/3757] lr: 1.000e-02, eta: 7 days, 14:58:36, time: 0.436, data_time: 0.000, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7531, loss_cls: 2.1245, loss: 2.1245, grad_norm: 5.0876 2021-01-27 23:33:16,356 - mmaction - INFO - Epoch [10][3120/3757] lr: 1.000e-02, eta: 7 days, 14:53:22, time: 0.441, data_time: 0.001, memory: 7136, top1_acc: 0.4828, top5_acc: 0.7312, loss_cls: 2.2189, loss: 2.2189, grad_norm: 5.0473 2021-01-27 23:33:25,800 - mmaction - INFO - Epoch [10][3140/3757] lr: 1.000e-02, eta: 7 days, 14:48:13, time: 0.474, data_time: 0.004, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7336, loss_cls: 2.1644, loss: 2.1644, grad_norm: 5.0385 2021-01-27 23:33:34,770 - mmaction - INFO - Epoch [10][3160/3757] lr: 1.000e-02, eta: 7 days, 14:43:01, time: 0.449, data_time: 0.002, memory: 7136, top1_acc: 0.4930, top5_acc: 0.7383, loss_cls: 2.1932, loss: 2.1932, grad_norm: 5.1277 2021-01-27 23:33:43,736 - mmaction - INFO - Epoch [10][3180/3757] lr: 1.000e-02, eta: 7 days, 14:37:49, time: 0.449, data_time: 0.002, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7320, loss_cls: 2.1824, loss: 2.1824, grad_norm: 5.1644 2021-01-27 23:33:53,078 - mmaction - INFO - Epoch [10][3200/3757] lr: 1.000e-02, eta: 7 days, 14:32:40, time: 0.466, data_time: 0.001, memory: 7136, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1442, loss: 2.1442, grad_norm: 5.0873 2021-01-27 23:34:02,391 - mmaction - INFO - Epoch [10][3220/3757] lr: 1.000e-02, eta: 7 days, 14:27:31, time: 0.466, data_time: 0.001, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7391, loss_cls: 2.1901, loss: 2.1901, grad_norm: 5.1514 2021-01-27 23:34:11,631 - mmaction - INFO - Epoch [10][3240/3757] lr: 1.000e-02, eta: 7 days, 14:22:23, time: 0.462, data_time: 0.001, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7391, loss_cls: 2.1851, loss: 2.1851, grad_norm: 5.1706 2021-01-27 23:34:22,276 - mmaction - INFO - Epoch [10][3260/3757] lr: 1.000e-02, eta: 7 days, 14:17:27, time: 0.533, data_time: 0.001, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7352, loss_cls: 2.1216, loss: 2.1216, grad_norm: 5.2429 2021-01-27 23:34:32,623 - mmaction - INFO - Epoch [10][3280/3757] lr: 1.000e-02, eta: 7 days, 14:12:29, time: 0.516, data_time: 0.001, memory: 7136, top1_acc: 0.4664, top5_acc: 0.7148, loss_cls: 2.3081, loss: 2.3081, grad_norm: 5.0560 2021-01-27 23:34:42,362 - mmaction - INFO - Epoch [10][3300/3757] lr: 1.000e-02, eta: 7 days, 14:07:25, time: 0.488, data_time: 0.002, memory: 7136, top1_acc: 0.4555, top5_acc: 0.7195, loss_cls: 2.3119, loss: 2.3119, grad_norm: 5.0477 2021-01-27 23:34:53,075 - mmaction - INFO - Epoch [10][3320/3757] lr: 1.000e-02, eta: 7 days, 14:02:31, time: 0.535, data_time: 0.001, memory: 7136, top1_acc: 0.4914, top5_acc: 0.7352, loss_cls: 2.2555, loss: 2.2555, grad_norm: 5.1095 2021-01-27 23:35:04,431 - mmaction - INFO - Epoch [10][3340/3757] lr: 1.000e-02, eta: 7 days, 13:57:43, time: 0.566, data_time: 0.005, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7633, loss_cls: 2.0604, loss: 2.0604, grad_norm: 4.8940 2021-01-27 23:35:16,923 - mmaction - INFO - Epoch [10][3360/3757] lr: 1.000e-02, eta: 7 days, 13:53:05, time: 0.624, data_time: 0.027, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7523, loss_cls: 2.1280, loss: 2.1280, grad_norm: 5.1753 2021-01-27 23:35:30,306 - mmaction - INFO - Epoch [10][3380/3757] lr: 1.000e-02, eta: 7 days, 13:48:37, time: 0.672, data_time: 0.005, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.0798, loss: 2.0798, grad_norm: 5.0006 2021-01-27 23:35:43,987 - mmaction - INFO - Epoch [10][3400/3757] lr: 1.000e-02, eta: 7 days, 13:44:11, time: 0.683, data_time: 0.002, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7570, loss_cls: 2.1036, loss: 2.1036, grad_norm: 5.2434 2021-01-27 23:36:01,933 - mmaction - INFO - Epoch [10][3420/3757] lr: 1.000e-02, eta: 7 days, 13:40:24, time: 0.900, data_time: 0.004, memory: 7136, top1_acc: 0.4859, top5_acc: 0.7203, loss_cls: 2.2393, loss: 2.2393, grad_norm: 5.2172 2021-01-27 23:36:26,836 - mmaction - INFO - Epoch [10][3440/3757] lr: 1.000e-02, eta: 7 days, 13:37:40, time: 1.244, data_time: 0.004, memory: 7136, top1_acc: 0.4875, top5_acc: 0.7289, loss_cls: 2.2600, loss: 2.2600, grad_norm: 5.1272 2021-01-27 23:36:53,252 - mmaction - INFO - Epoch [10][3460/3757] lr: 1.000e-02, eta: 7 days, 13:35:10, time: 1.319, data_time: 0.008, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7461, loss_cls: 2.1532, loss: 2.1532, grad_norm: 5.0415 2021-01-27 23:37:21,997 - mmaction - INFO - Epoch [10][3480/3757] lr: 1.000e-02, eta: 7 days, 13:33:01, time: 1.434, data_time: 0.011, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7250, loss_cls: 2.2124, loss: 2.2124, grad_norm: 5.0281 2021-01-27 23:37:53,592 - mmaction - INFO - Epoch [10][3500/3757] lr: 1.000e-02, eta: 7 days, 13:31:15, time: 1.561, data_time: 0.012, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7492, loss_cls: 2.0774, loss: 2.0774, grad_norm: 4.9669 2021-01-27 23:38:25,007 - mmaction - INFO - Epoch [10][3520/3757] lr: 1.000e-02, eta: 7 days, 13:29:35, time: 1.590, data_time: 0.040, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7523, loss_cls: 2.1441, loss: 2.1441, grad_norm: 5.0861 2021-01-27 23:38:56,228 - mmaction - INFO - Epoch [10][3540/3757] lr: 1.000e-02, eta: 7 days, 13:27:49, time: 1.560, data_time: 0.008, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7422, loss_cls: 2.1907, loss: 2.1907, grad_norm: 5.3590 2021-01-27 23:39:32,731 - mmaction - INFO - Epoch [10][3560/3757] lr: 1.000e-02, eta: 7 days, 13:26:53, time: 1.832, data_time: 0.012, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7328, loss_cls: 2.1795, loss: 2.1795, grad_norm: 4.9813 2021-01-27 23:40:07,159 - mmaction - INFO - Epoch [10][3580/3757] lr: 1.000e-02, eta: 7 days, 13:25:35, time: 1.715, data_time: 0.012, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7391, loss_cls: 2.1074, loss: 2.1074, grad_norm: 5.0236 2021-01-27 23:40:40,828 - mmaction - INFO - Epoch [10][3600/3757] lr: 1.000e-02, eta: 7 days, 13:24:13, time: 1.689, data_time: 0.013, memory: 7136, top1_acc: 0.5102, top5_acc: 0.7414, loss_cls: 2.1458, loss: 2.1458, grad_norm: 5.1663 2021-01-27 23:41:15,926 - mmaction - INFO - Epoch [10][3620/3757] lr: 1.000e-02, eta: 7 days, 13:23:00, time: 1.740, data_time: 0.003, memory: 7136, top1_acc: 0.4727, top5_acc: 0.7367, loss_cls: 2.2058, loss: 2.2058, grad_norm: 5.0565 2021-01-27 23:41:50,218 - mmaction - INFO - Epoch [10][3640/3757] lr: 1.000e-02, eta: 7 days, 13:21:42, time: 1.711, data_time: 0.018, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7375, loss_cls: 2.1831, loss: 2.1831, grad_norm: 5.2484 2021-01-27 23:42:26,855 - mmaction - INFO - Epoch [10][3660/3757] lr: 1.000e-02, eta: 7 days, 13:20:43, time: 1.821, data_time: 0.036, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7750, loss_cls: 2.0827, loss: 2.0827, grad_norm: 5.1912 2021-01-27 23:43:04,678 - mmaction - INFO - Epoch [10][3680/3757] lr: 1.000e-02, eta: 7 days, 13:19:58, time: 1.891, data_time: 0.045, memory: 7136, top1_acc: 0.4906, top5_acc: 0.7383, loss_cls: 2.1665, loss: 2.1665, grad_norm: 5.2629 2021-01-27 23:43:46,242 - mmaction - INFO - Epoch [10][3700/3757] lr: 1.000e-02, eta: 7 days, 13:19:50, time: 2.103, data_time: 0.053, memory: 7136, top1_acc: 0.4773, top5_acc: 0.7289, loss_cls: 2.2378, loss: 2.2378, grad_norm: 5.2911 2021-01-27 23:44:21,156 - mmaction - INFO - Epoch [10][3720/3757] lr: 1.000e-02, eta: 7 days, 13:18:34, time: 1.720, data_time: 0.008, memory: 7136, top1_acc: 0.4891, top5_acc: 0.7242, loss_cls: 2.2091, loss: 2.2091, grad_norm: 5.2750 2021-01-27 23:44:59,220 - mmaction - INFO - Epoch [10][3740/3757] lr: 1.000e-02, eta: 7 days, 13:17:54, time: 1.924, data_time: 0.039, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7258, loss_cls: 2.1879, loss: 2.1879, grad_norm: 5.0786 2021-01-27 23:45:29,756 - mmaction - INFO - Saving checkpoint at 10 epochs 2021-01-28 05:00:47,024 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-28 05:00:50,409 - mmaction - INFO - top1_acc 0.5837 top5_acc 0.8230 2021-01-28 05:00:50,419 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-28 05:00:50,658 - mmaction - INFO - mean_acc 0.5835 2021-01-28 05:00:50,659 - mmaction - INFO - Now best checkpoint is epoch_10.pth 2021-01-28 05:00:50,795 - mmaction - INFO - Epoch(val) [10][3757] top1_acc: 0.5837, top5_acc: 0.8230, mean_class_accuracy: 0.5835 2021-01-28 05:04:31,834 - mmaction - INFO - Epoch [11][20/3757] lr: 1.000e-02, eta: 7 days, 13:39:06, time: 11.039, data_time: 9.095, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7477, loss_cls: 2.1281, loss: 2.1281, grad_norm: 5.1641 2021-01-28 05:05:01,618 - mmaction - INFO - Epoch [11][40/3757] lr: 1.000e-02, eta: 7 days, 13:37:05, time: 1.478, data_time: 0.002, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7344, loss_cls: 2.1743, loss: 2.1743, grad_norm: 5.1677 2021-01-28 05:05:37,523 - mmaction - INFO - Epoch [11][60/3757] lr: 1.000e-02, eta: 7 days, 13:36:01, time: 1.792, data_time: 0.017, memory: 7136, top1_acc: 0.4859, top5_acc: 0.7523, loss_cls: 2.1573, loss: 2.1573, grad_norm: 5.2811 2021-01-28 05:06:16,092 - mmaction - INFO - Epoch [11][80/3757] lr: 1.000e-02, eta: 7 days, 13:35:16, time: 1.896, data_time: 0.032, memory: 7136, top1_acc: 0.4961, top5_acc: 0.7484, loss_cls: 2.1088, loss: 2.1088, grad_norm: 5.0862 2021-01-28 05:06:46,342 - mmaction - INFO - Epoch [11][100/3757] lr: 1.000e-02, eta: 7 days, 13:33:28, time: 1.549, data_time: 0.050, memory: 7136, top1_acc: 0.5156, top5_acc: 0.7609, loss_cls: 2.0453, loss: 2.0453, grad_norm: 5.2154 2021-01-28 05:07:27,347 - mmaction - INFO - Epoch [11][120/3757] lr: 1.000e-02, eta: 7 days, 13:33:09, time: 2.046, data_time: 0.032, memory: 7136, top1_acc: 0.4773, top5_acc: 0.7289, loss_cls: 2.2347, loss: 2.2347, grad_norm: 5.3543 2021-01-28 05:08:03,450 - mmaction - INFO - Epoch [11][140/3757] lr: 1.000e-02, eta: 7 days, 13:32:10, time: 1.817, data_time: 0.019, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7500, loss_cls: 2.1398, loss: 2.1398, grad_norm: 5.0307 2021-01-28 05:08:31,750 - mmaction - INFO - Epoch [11][160/3757] lr: 1.000e-02, eta: 7 days, 13:29:54, time: 1.392, data_time: 0.009, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7570, loss_cls: 2.1249, loss: 2.1249, grad_norm: 5.1124 2021-01-28 05:09:03,377 - mmaction - INFO - Epoch [11][180/3757] lr: 1.000e-02, eta: 7 days, 13:28:17, time: 1.607, data_time: 0.028, memory: 7136, top1_acc: 0.4844, top5_acc: 0.7492, loss_cls: 2.1562, loss: 2.1562, grad_norm: 5.2253 2021-01-28 05:09:35,893 - mmaction - INFO - Epoch [11][200/3757] lr: 1.000e-02, eta: 7 days, 13:26:38, time: 1.596, data_time: 0.004, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7516, loss_cls: 2.1057, loss: 2.1057, grad_norm: 4.9947 2021-01-28 05:10:10,746 - mmaction - INFO - Epoch [11][220/3757] lr: 1.000e-02, eta: 7 days, 13:25:27, time: 1.753, data_time: 0.033, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7367, loss_cls: 2.1829, loss: 2.1829, grad_norm: 4.9646 2021-01-28 05:10:40,800 - mmaction - INFO - Epoch [11][240/3757] lr: 1.000e-02, eta: 7 days, 13:23:34, time: 1.517, data_time: 0.029, memory: 7136, top1_acc: 0.4945, top5_acc: 0.7375, loss_cls: 2.1587, loss: 2.1587, grad_norm: 5.1576 2021-01-28 05:11:19,724 - mmaction - INFO - Epoch [11][260/3757] lr: 1.000e-02, eta: 7 days, 13:22:58, time: 1.946, data_time: 0.009, memory: 7136, top1_acc: 0.4945, top5_acc: 0.7336, loss_cls: 2.1795, loss: 2.1795, grad_norm: 5.0134 2021-01-28 05:11:53,070 - mmaction - INFO - Epoch [11][280/3757] lr: 1.000e-02, eta: 7 days, 13:21:33, time: 1.674, data_time: 0.023, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7719, loss_cls: 2.0155, loss: 2.0155, grad_norm: 5.0928 2021-01-28 05:12:25,808 - mmaction - INFO - Epoch [11][300/3757] lr: 1.000e-02, eta: 7 days, 13:19:57, time: 1.612, data_time: 0.004, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.1242, loss: 2.1242, grad_norm: 5.2756 2021-01-28 05:13:00,625 - mmaction - INFO - Epoch [11][320/3757] lr: 1.000e-02, eta: 7 days, 13:18:46, time: 1.753, data_time: 0.038, memory: 7136, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.1834, loss: 2.1834, grad_norm: 5.1306 2021-01-28 05:13:25,696 - mmaction - INFO - Epoch [11][340/3757] lr: 1.000e-02, eta: 7 days, 13:16:08, time: 1.262, data_time: 0.017, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7344, loss_cls: 2.1755, loss: 2.1755, grad_norm: 5.1960 2021-01-28 05:14:05,171 - mmaction - INFO - Epoch [11][360/3757] lr: 1.000e-02, eta: 7 days, 13:15:38, time: 1.977, data_time: 0.006, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7414, loss_cls: 2.1433, loss: 2.1433, grad_norm: 5.1800 2021-01-28 05:14:36,887 - mmaction - INFO - Epoch [11][380/3757] lr: 1.000e-02, eta: 7 days, 13:13:57, time: 1.582, data_time: 0.005, memory: 7136, top1_acc: 0.4836, top5_acc: 0.7406, loss_cls: 2.1690, loss: 2.1690, grad_norm: 5.0533 2021-01-28 05:15:08,714 - mmaction - INFO - Epoch [11][400/3757] lr: 1.000e-02, eta: 7 days, 13:12:13, time: 1.567, data_time: 0.006, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7617, loss_cls: 2.0535, loss: 2.0535, grad_norm: 5.1142 2021-01-28 05:15:39,782 - mmaction - INFO - Epoch [11][420/3757] lr: 1.000e-02, eta: 7 days, 13:10:31, time: 1.574, data_time: 0.032, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1414, loss: 2.1414, grad_norm: 5.0635 2021-01-28 05:16:11,478 - mmaction - INFO - Epoch [11][440/3757] lr: 1.000e-02, eta: 7 days, 13:08:47, time: 1.563, data_time: 0.018, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7492, loss_cls: 2.1390, loss: 2.1390, grad_norm: 5.1625 2021-01-28 05:16:54,852 - mmaction - INFO - Epoch [11][460/3757] lr: 1.000e-02, eta: 7 days, 13:08:55, time: 2.197, data_time: 0.032, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7297, loss_cls: 2.1606, loss: 2.1606, grad_norm: 5.2182 2021-01-28 05:17:29,722 - mmaction - INFO - Epoch [11][480/3757] lr: 1.000e-02, eta: 7 days, 13:07:43, time: 1.742, data_time: 0.005, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7750, loss_cls: 1.9591, loss: 1.9591, grad_norm: 5.2855 2021-01-28 05:18:02,696 - mmaction - INFO - Epoch [11][500/3757] lr: 1.000e-02, eta: 7 days, 13:06:14, time: 1.643, data_time: 0.008, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.1409, loss: 2.1409, grad_norm: 5.2350 2021-01-28 05:18:39,388 - mmaction - INFO - Epoch [11][520/3757] lr: 1.000e-02, eta: 7 days, 13:05:16, time: 1.825, data_time: 0.019, memory: 7136, top1_acc: 0.4773, top5_acc: 0.7305, loss_cls: 2.2586, loss: 2.2586, grad_norm: 5.0421 2021-01-28 05:19:22,091 - mmaction - INFO - Epoch [11][540/3757] lr: 1.000e-02, eta: 7 days, 13:05:17, time: 2.154, data_time: 0.021, memory: 7136, top1_acc: 0.4992, top5_acc: 0.7367, loss_cls: 2.1914, loss: 2.1914, grad_norm: 5.0971 2021-01-28 05:19:56,330 - mmaction - INFO - Epoch [11][560/3757] lr: 1.000e-02, eta: 7 days, 13:03:59, time: 1.707, data_time: 0.002, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7578, loss_cls: 2.0892, loss: 2.0892, grad_norm: 5.3319 2021-01-28 05:20:21,826 - mmaction - INFO - Epoch [11][580/3757] lr: 1.000e-02, eta: 7 days, 13:01:24, time: 1.276, data_time: 0.006, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7539, loss_cls: 2.0707, loss: 2.0707, grad_norm: 5.1044 2021-01-28 05:20:49,924 - mmaction - INFO - Epoch [11][600/3757] lr: 1.000e-02, eta: 7 days, 12:59:13, time: 1.406, data_time: 0.007, memory: 7136, top1_acc: 0.5156, top5_acc: 0.7586, loss_cls: 2.1108, loss: 2.1108, grad_norm: 5.1045 2021-01-28 05:21:25,322 - mmaction - INFO - Epoch [11][620/3757] lr: 1.000e-02, eta: 7 days, 12:58:04, time: 1.758, data_time: 0.017, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7484, loss_cls: 2.1566, loss: 2.1566, grad_norm: 5.1292 2021-01-28 05:21:55,982 - mmaction - INFO - Epoch [11][640/3757] lr: 1.000e-02, eta: 7 days, 12:56:17, time: 1.547, data_time: 0.018, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7625, loss_cls: 2.0483, loss: 2.0483, grad_norm: 5.1127 2021-01-28 05:22:29,185 - mmaction - INFO - Epoch [11][660/3757] lr: 1.000e-02, eta: 7 days, 12:54:48, time: 1.645, data_time: 0.005, memory: 7136, top1_acc: 0.4945, top5_acc: 0.7320, loss_cls: 2.1439, loss: 2.1439, grad_norm: 5.1311 2021-01-28 05:23:05,030 - mmaction - INFO - Epoch [11][680/3757] lr: 1.000e-02, eta: 7 days, 12:53:48, time: 1.805, data_time: 0.019, memory: 7136, top1_acc: 0.4766, top5_acc: 0.7258, loss_cls: 2.2234, loss: 2.2234, grad_norm: 5.2998 2021-01-28 05:23:35,441 - mmaction - INFO - Epoch [11][700/3757] lr: 1.000e-02, eta: 7 days, 12:51:57, time: 1.520, data_time: 0.007, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7398, loss_cls: 2.1785, loss: 2.1785, grad_norm: 5.1847 2021-01-28 05:24:10,237 - mmaction - INFO - Epoch [11][720/3757] lr: 1.000e-02, eta: 7 days, 12:50:44, time: 1.733, data_time: 0.005, memory: 7136, top1_acc: 0.5336, top5_acc: 0.7703, loss_cls: 1.9923, loss: 1.9923, grad_norm: 4.9810 2021-01-28 05:24:35,020 - mmaction - INFO - Epoch [11][740/3757] lr: 1.000e-02, eta: 7 days, 12:48:03, time: 1.238, data_time: 0.013, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7547, loss_cls: 2.0476, loss: 2.0476, grad_norm: 5.3456 2021-01-28 05:25:11,785 - mmaction - INFO - Epoch [11][760/3757] lr: 1.000e-02, eta: 7 days, 12:47:10, time: 1.846, data_time: 0.015, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7383, loss_cls: 2.1276, loss: 2.1276, grad_norm: 5.0554 2021-01-28 05:25:44,503 - mmaction - INFO - Epoch [11][780/3757] lr: 1.000e-02, eta: 7 days, 12:45:39, time: 1.632, data_time: 0.006, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7453, loss_cls: 2.1255, loss: 2.1255, grad_norm: 5.1420 2021-01-28 05:26:16,807 - mmaction - INFO - Epoch [11][800/3757] lr: 1.000e-02, eta: 7 days, 12:44:05, time: 1.613, data_time: 0.012, memory: 7136, top1_acc: 0.4930, top5_acc: 0.7516, loss_cls: 2.1149, loss: 2.1149, grad_norm: 5.3601 2021-01-28 05:26:59,070 - mmaction - INFO - Epoch [11][820/3757] lr: 1.000e-02, eta: 7 days, 12:44:00, time: 2.119, data_time: 0.015, memory: 7136, top1_acc: 0.4703, top5_acc: 0.7219, loss_cls: 2.2230, loss: 2.2230, grad_norm: 5.3722 2021-01-28 05:27:41,296 - mmaction - INFO - Epoch [11][840/3757] lr: 1.000e-02, eta: 7 days, 12:43:48, time: 2.083, data_time: 0.006, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7594, loss_cls: 2.0582, loss: 2.0582, grad_norm: 5.2239 2021-01-28 05:28:18,368 - mmaction - INFO - Epoch [11][860/3757] lr: 1.000e-02, eta: 7 days, 12:42:59, time: 1.866, data_time: 0.038, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7367, loss_cls: 2.1736, loss: 2.1736, grad_norm: 5.0146 2021-01-28 05:28:51,202 - mmaction - INFO - Epoch [11][880/3757] lr: 1.000e-02, eta: 7 days, 12:41:31, time: 1.651, data_time: 0.021, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7469, loss_cls: 2.0951, loss: 2.0951, grad_norm: 4.9348 2021-01-28 05:29:35,008 - mmaction - INFO - Epoch [11][900/3757] lr: 1.000e-02, eta: 7 days, 12:41:39, time: 2.192, data_time: 0.017, memory: 7136, top1_acc: 0.5445, top5_acc: 0.7773, loss_cls: 1.9318, loss: 1.9318, grad_norm: 5.1785 2021-01-28 05:30:07,913 - mmaction - INFO - Epoch [11][920/3757] lr: 1.000e-02, eta: 7 days, 12:40:11, time: 1.648, data_time: 0.011, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7438, loss_cls: 2.1479, loss: 2.1479, grad_norm: 5.0842 2021-01-28 05:30:43,851 - mmaction - INFO - Epoch [11][940/3757] lr: 1.000e-02, eta: 7 days, 12:39:08, time: 1.789, data_time: 0.019, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7570, loss_cls: 2.0801, loss: 2.0801, grad_norm: 5.1955 2021-01-28 05:31:15,137 - mmaction - INFO - Epoch [11][960/3757] lr: 1.000e-02, eta: 7 days, 12:37:28, time: 1.576, data_time: 0.018, memory: 7136, top1_acc: 0.4750, top5_acc: 0.7297, loss_cls: 2.2694, loss: 2.2694, grad_norm: 5.1492 2021-01-28 05:31:44,079 - mmaction - INFO - Epoch [11][980/3757] lr: 1.000e-02, eta: 7 days, 12:35:25, time: 1.446, data_time: 0.007, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7445, loss_cls: 2.1622, loss: 2.1622, grad_norm: 5.1499 2021-01-28 05:32:13,055 - mmaction - INFO - Epoch [11][1000/3757] lr: 1.000e-02, eta: 7 days, 12:33:17, time: 1.420, data_time: 0.008, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1488, loss: 2.1488, grad_norm: 4.9604 2021-01-28 05:32:43,805 - mmaction - INFO - Epoch [11][1020/3757] lr: 1.000e-02, eta: 7 days, 12:31:34, time: 1.559, data_time: 0.036, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7484, loss_cls: 2.0889, loss: 2.0889, grad_norm: 5.2487 2021-01-28 05:33:10,365 - mmaction - INFO - Epoch [11][1040/3757] lr: 1.000e-02, eta: 7 days, 12:29:11, time: 1.332, data_time: 0.015, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7500, loss_cls: 2.0674, loss: 2.0674, grad_norm: 5.2747 2021-01-28 05:33:38,923 - mmaction - INFO - Epoch [11][1060/3757] lr: 1.000e-02, eta: 7 days, 12:27:07, time: 1.436, data_time: 0.011, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7422, loss_cls: 2.1288, loss: 2.1288, grad_norm: 5.3643 2021-01-28 05:34:09,440 - mmaction - INFO - Epoch [11][1080/3757] lr: 1.000e-02, eta: 7 days, 12:25:17, time: 1.518, data_time: 0.004, memory: 7136, top1_acc: 0.4992, top5_acc: 0.7438, loss_cls: 2.1093, loss: 2.1093, grad_norm: 5.0477 2021-01-28 05:34:38,707 - mmaction - INFO - Epoch [11][1100/3757] lr: 1.000e-02, eta: 7 days, 12:23:17, time: 1.458, data_time: 0.012, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7398, loss_cls: 2.1994, loss: 2.1994, grad_norm: 5.1866 2021-01-28 05:35:14,799 - mmaction - INFO - Epoch [11][1120/3757] lr: 1.000e-02, eta: 7 days, 12:22:17, time: 1.806, data_time: 0.023, memory: 7136, top1_acc: 0.4945, top5_acc: 0.7352, loss_cls: 2.1750, loss: 2.1750, grad_norm: 5.2619 2021-01-28 05:35:43,496 - mmaction - INFO - Epoch [11][1140/3757] lr: 1.000e-02, eta: 7 days, 12:20:13, time: 1.434, data_time: 0.016, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7484, loss_cls: 2.1117, loss: 2.1117, grad_norm: 5.0388 2021-01-28 05:36:07,004 - mmaction - INFO - Epoch [11][1160/3757] lr: 1.000e-02, eta: 7 days, 12:17:25, time: 1.183, data_time: 0.014, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7258, loss_cls: 2.1928, loss: 2.1928, grad_norm: 5.0616 2021-01-28 05:36:29,696 - mmaction - INFO - Epoch [11][1180/3757] lr: 1.000e-02, eta: 7 days, 12:14:29, time: 1.137, data_time: 0.006, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7539, loss_cls: 2.1028, loss: 2.1028, grad_norm: 5.0538 2021-01-28 05:37:02,376 - mmaction - INFO - Epoch [11][1200/3757] lr: 1.000e-02, eta: 7 days, 12:12:57, time: 1.612, data_time: 0.012, memory: 7136, top1_acc: 0.4797, top5_acc: 0.7398, loss_cls: 2.1405, loss: 2.1405, grad_norm: 5.1951 2021-01-28 05:37:39,258 - mmaction - INFO - Epoch [11][1220/3757] lr: 1.000e-02, eta: 7 days, 12:12:07, time: 1.865, data_time: 0.026, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.2144, loss: 2.2144, grad_norm: 5.1504 2021-01-28 05:38:14,014 - mmaction - INFO - Epoch [11][1240/3757] lr: 1.000e-02, eta: 7 days, 12:10:56, time: 1.738, data_time: 0.005, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7406, loss_cls: 2.1599, loss: 2.1599, grad_norm: 5.0240 2021-01-28 05:38:56,395 - mmaction - INFO - Epoch [11][1260/3757] lr: 1.000e-02, eta: 7 days, 12:10:48, time: 2.097, data_time: 0.020, memory: 7136, top1_acc: 0.4711, top5_acc: 0.7211, loss_cls: 2.2670, loss: 2.2670, grad_norm: 5.1440 2021-01-28 05:39:37,688 - mmaction - INFO - Epoch [11][1280/3757] lr: 1.000e-02, eta: 7 days, 12:10:33, time: 2.061, data_time: 0.026, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7602, loss_cls: 2.0947, loss: 2.0947, grad_norm: 4.9852 2021-01-28 05:40:06,331 - mmaction - INFO - Epoch [11][1300/3757] lr: 1.000e-02, eta: 7 days, 12:08:33, time: 1.456, data_time: 0.033, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7367, loss_cls: 2.1694, loss: 2.1694, grad_norm: 5.2147 2021-01-28 05:40:46,165 - mmaction - INFO - Epoch [11][1320/3757] lr: 1.000e-02, eta: 7 days, 12:08:03, time: 1.973, data_time: 0.011, memory: 7136, top1_acc: 0.5023, top5_acc: 0.7539, loss_cls: 2.1079, loss: 2.1079, grad_norm: 5.1647 2021-01-28 05:41:19,085 - mmaction - INFO - Epoch [11][1340/3757] lr: 1.000e-02, eta: 7 days, 12:06:36, time: 1.650, data_time: 0.026, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7383, loss_cls: 2.1168, loss: 2.1168, grad_norm: 5.0733 2021-01-28 05:41:54,205 - mmaction - INFO - Epoch [11][1360/3757] lr: 1.000e-02, eta: 7 days, 12:05:30, time: 1.765, data_time: 0.020, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7414, loss_cls: 2.1245, loss: 2.1245, grad_norm: 5.0141 2021-01-28 05:42:29,855 - mmaction - INFO - Epoch [11][1380/3757] lr: 1.000e-02, eta: 7 days, 12:04:28, time: 1.789, data_time: 0.012, memory: 7136, top1_acc: 0.4844, top5_acc: 0.7297, loss_cls: 2.2345, loss: 2.2345, grad_norm: 5.1594 2021-01-28 05:43:01,370 - mmaction - INFO - Epoch [11][1400/3757] lr: 1.000e-02, eta: 7 days, 12:02:43, time: 1.541, data_time: 0.003, memory: 7136, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.1957, loss: 2.1957, grad_norm: 5.3306 2021-01-28 05:43:28,978 - mmaction - INFO - Epoch [11][1420/3757] lr: 1.000e-02, eta: 7 days, 12:00:37, time: 1.414, data_time: 0.037, memory: 7136, top1_acc: 0.4766, top5_acc: 0.7258, loss_cls: 2.2596, loss: 2.2596, grad_norm: 5.1877 2021-01-28 05:44:08,818 - mmaction - INFO - Epoch [11][1440/3757] lr: 1.000e-02, eta: 7 days, 12:00:10, time: 1.994, data_time: 0.024, memory: 7136, top1_acc: 0.4836, top5_acc: 0.7352, loss_cls: 2.2019, loss: 2.2019, grad_norm: 5.1819 2021-01-28 05:44:52,090 - mmaction - INFO - Epoch [11][1460/3757] lr: 1.000e-02, eta: 7 days, 12:00:11, time: 2.151, data_time: 0.010, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7508, loss_cls: 2.1675, loss: 2.1675, grad_norm: 5.0815 2021-01-28 05:45:24,648 - mmaction - INFO - Epoch [11][1480/3757] lr: 1.000e-02, eta: 7 days, 11:58:43, time: 1.639, data_time: 0.017, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.1159, loss: 2.1159, grad_norm: 4.9843 2021-01-28 05:46:03,015 - mmaction - INFO - Epoch [11][1500/3757] lr: 1.000e-02, eta: 7 days, 11:57:59, time: 1.890, data_time: 0.011, memory: 7136, top1_acc: 0.5008, top5_acc: 0.7547, loss_cls: 2.1114, loss: 2.1114, grad_norm: 5.0905 2021-01-28 05:46:39,495 - mmaction - INFO - Epoch [11][1520/3757] lr: 1.000e-02, eta: 7 days, 11:57:05, time: 1.838, data_time: 0.035, memory: 7136, top1_acc: 0.4820, top5_acc: 0.7266, loss_cls: 2.2341, loss: 2.2341, grad_norm: 5.2431 2021-01-28 05:47:10,099 - mmaction - INFO - Epoch [11][1540/3757] lr: 1.000e-02, eta: 7 days, 11:55:20, time: 1.536, data_time: 0.018, memory: 7136, top1_acc: 0.4828, top5_acc: 0.7352, loss_cls: 2.1840, loss: 2.1840, grad_norm: 5.1944 2021-01-28 05:47:39,851 - mmaction - INFO - Epoch [11][1560/3757] lr: 1.000e-02, eta: 7 days, 11:53:27, time: 1.492, data_time: 0.015, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7469, loss_cls: 2.1463, loss: 2.1463, grad_norm: 5.2359 2021-01-28 05:48:06,055 - mmaction - INFO - Epoch [11][1580/3757] lr: 1.000e-02, eta: 7 days, 11:51:02, time: 1.305, data_time: 0.007, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.1892, loss: 2.1892, grad_norm: 5.0709 2021-01-28 05:48:34,737 - mmaction - INFO - Epoch [11][1600/3757] lr: 1.000e-02, eta: 7 days, 11:48:57, time: 1.423, data_time: 0.011, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7336, loss_cls: 2.1486, loss: 2.1486, grad_norm: 5.0022 2021-01-28 05:49:12,061 - mmaction - INFO - Epoch [11][1620/3757] lr: 1.000e-02, eta: 7 days, 11:48:07, time: 1.856, data_time: 0.024, memory: 7136, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.1129, loss: 2.1129, grad_norm: 5.0843 2021-01-28 05:49:51,389 - mmaction - INFO - Epoch [11][1640/3757] lr: 1.000e-02, eta: 7 days, 11:47:39, time: 1.985, data_time: 0.040, memory: 7136, top1_acc: 0.4992, top5_acc: 0.7555, loss_cls: 2.1314, loss: 2.1314, grad_norm: 5.2022 2021-01-28 05:50:33,701 - mmaction - INFO - Epoch [11][1660/3757] lr: 1.000e-02, eta: 7 days, 11:47:36, time: 2.125, data_time: 0.017, memory: 7136, top1_acc: 0.4820, top5_acc: 0.7242, loss_cls: 2.2173, loss: 2.2173, grad_norm: 5.1560 2021-01-28 05:51:08,761 - mmaction - INFO - Epoch [11][1680/3757] lr: 1.000e-02, eta: 7 days, 11:46:25, time: 1.737, data_time: 0.018, memory: 7136, top1_acc: 0.4914, top5_acc: 0.7391, loss_cls: 2.1504, loss: 2.1504, grad_norm: 5.1838 2021-01-28 05:51:42,505 - mmaction - INFO - Epoch [11][1700/3757] lr: 1.000e-02, eta: 7 days, 11:45:08, time: 1.696, data_time: 0.021, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7438, loss_cls: 2.1354, loss: 2.1354, grad_norm: 5.0301 2021-01-28 05:52:20,771 - mmaction - INFO - Epoch [11][1720/3757] lr: 1.000e-02, eta: 7 days, 11:44:27, time: 1.914, data_time: 0.025, memory: 7136, top1_acc: 0.4945, top5_acc: 0.7391, loss_cls: 2.1283, loss: 2.1283, grad_norm: 5.2287 2021-01-28 05:52:55,305 - mmaction - INFO - Epoch [11][1740/3757] lr: 1.000e-02, eta: 7 days, 11:43:17, time: 1.735, data_time: 0.013, memory: 7136, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2072, loss: 2.2072, grad_norm: 5.2842 2021-01-28 05:53:30,470 - mmaction - INFO - Epoch [11][1760/3757] lr: 1.000e-02, eta: 7 days, 11:42:07, time: 1.742, data_time: 0.005, memory: 7136, top1_acc: 0.4789, top5_acc: 0.7258, loss_cls: 2.2234, loss: 2.2234, grad_norm: 5.0879 2021-01-28 05:54:06,580 - mmaction - INFO - Epoch [11][1780/3757] lr: 1.000e-02, eta: 7 days, 11:41:08, time: 1.800, data_time: 0.025, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7367, loss_cls: 2.1542, loss: 2.1542, grad_norm: 5.0837 2021-01-28 05:54:45,209 - mmaction - INFO - Epoch [11][1800/3757] lr: 1.000e-02, eta: 7 days, 11:40:34, time: 1.952, data_time: 0.041, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7570, loss_cls: 2.1273, loss: 2.1273, grad_norm: 5.2411 2021-01-28 05:55:19,655 - mmaction - INFO - Epoch [11][1820/3757] lr: 1.000e-02, eta: 7 days, 11:39:18, time: 1.705, data_time: 0.008, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7516, loss_cls: 2.0631, loss: 2.0631, grad_norm: 5.2078 2021-01-28 05:55:51,462 - mmaction - INFO - Epoch [11][1840/3757] lr: 1.000e-02, eta: 7 days, 11:37:43, time: 1.589, data_time: 0.029, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0770, loss: 2.0770, grad_norm: 5.2303 2021-01-28 05:56:28,888 - mmaction - INFO - Epoch [11][1860/3757] lr: 1.000e-02, eta: 7 days, 11:36:59, time: 1.889, data_time: 0.026, memory: 7136, top1_acc: 0.4945, top5_acc: 0.7352, loss_cls: 2.1580, loss: 2.1580, grad_norm: 5.0693 2021-01-28 05:57:07,762 - mmaction - INFO - Epoch [11][1880/3757] lr: 1.000e-02, eta: 7 days, 11:36:23, time: 1.940, data_time: 0.010, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7422, loss_cls: 2.1340, loss: 2.1340, grad_norm: 5.0966 2021-01-28 05:57:42,544 - mmaction - INFO - Epoch [11][1900/3757] lr: 1.000e-02, eta: 7 days, 11:35:15, time: 1.746, data_time: 0.015, memory: 7136, top1_acc: 0.4906, top5_acc: 0.7398, loss_cls: 2.1600, loss: 2.1600, grad_norm: 5.0410 2021-01-28 05:58:16,443 - mmaction - INFO - Epoch [11][1920/3757] lr: 1.000e-02, eta: 7 days, 11:33:57, time: 1.693, data_time: 0.007, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7539, loss_cls: 2.0650, loss: 2.0650, grad_norm: 5.0537 2021-01-28 05:58:56,435 - mmaction - INFO - Epoch [11][1940/3757] lr: 1.000e-02, eta: 7 days, 11:33:27, time: 1.974, data_time: 0.007, memory: 7136, top1_acc: 0.5102, top5_acc: 0.7625, loss_cls: 2.0779, loss: 2.0779, grad_norm: 5.1811 2021-01-28 05:59:28,899 - mmaction - INFO - Epoch [11][1960/3757] lr: 1.000e-02, eta: 7 days, 11:31:57, time: 1.619, data_time: 0.031, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7438, loss_cls: 2.1221, loss: 2.1221, grad_norm: 5.1386 2021-01-28 06:00:00,996 - mmaction - INFO - Epoch [11][1980/3757] lr: 1.000e-02, eta: 7 days, 11:30:28, time: 1.624, data_time: 0.032, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7414, loss_cls: 2.1033, loss: 2.1033, grad_norm: 5.0605 2021-01-28 06:00:34,098 - mmaction - INFO - Epoch [11][2000/3757] lr: 1.000e-02, eta: 7 days, 11:29:02, time: 1.640, data_time: 0.018, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7391, loss_cls: 2.1335, loss: 2.1335, grad_norm: 5.0443 2021-01-28 06:01:11,493 - mmaction - INFO - Epoch [11][2020/3757] lr: 1.000e-02, eta: 7 days, 11:28:18, time: 1.889, data_time: 0.039, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7148, loss_cls: 2.1859, loss: 2.1859, grad_norm: 4.8907 2021-01-28 06:01:55,188 - mmaction - INFO - Epoch [11][2040/3757] lr: 1.000e-02, eta: 7 days, 11:28:22, time: 2.176, data_time: 0.021, memory: 7136, top1_acc: 0.4891, top5_acc: 0.7492, loss_cls: 2.1602, loss: 2.1602, grad_norm: 5.2231 2021-01-28 06:02:31,980 - mmaction - INFO - Epoch [11][2060/3757] lr: 1.000e-02, eta: 7 days, 11:27:31, time: 1.849, data_time: 0.018, memory: 7136, top1_acc: 0.4719, top5_acc: 0.7164, loss_cls: 2.3052, loss: 2.3052, grad_norm: 5.4787 2021-01-28 06:03:05,394 - mmaction - INFO - Epoch [11][2080/3757] lr: 1.000e-02, eta: 7 days, 11:26:10, time: 1.668, data_time: 0.023, memory: 7136, top1_acc: 0.4914, top5_acc: 0.7555, loss_cls: 2.1286, loss: 2.1286, grad_norm: 5.0362 2021-01-28 06:03:32,711 - mmaction - INFO - Epoch [11][2100/3757] lr: 1.000e-02, eta: 7 days, 11:23:56, time: 1.362, data_time: 0.014, memory: 7136, top1_acc: 0.5023, top5_acc: 0.7258, loss_cls: 2.2545, loss: 2.2545, grad_norm: 5.4253 2021-01-28 06:04:10,994 - mmaction - INFO - Epoch [11][2120/3757] lr: 1.000e-02, eta: 7 days, 11:23:18, time: 1.920, data_time: 0.018, memory: 7136, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1503, loss: 2.1503, grad_norm: 4.8904 2021-01-28 06:04:45,401 - mmaction - INFO - Epoch [11][2140/3757] lr: 1.000e-02, eta: 7 days, 11:22:06, time: 1.724, data_time: 0.013, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7305, loss_cls: 2.2046, loss: 2.2046, grad_norm: 5.2608 2021-01-28 06:05:14,392 - mmaction - INFO - Epoch [11][2160/3757] lr: 1.000e-02, eta: 7 days, 11:20:07, time: 1.448, data_time: 0.010, memory: 7136, top1_acc: 0.5414, top5_acc: 0.7562, loss_cls: 2.0020, loss: 2.0020, grad_norm: 4.9887 2021-01-28 06:05:49,254 - mmaction - INFO - Epoch [11][2180/3757] lr: 1.000e-02, eta: 7 days, 11:18:59, time: 1.746, data_time: 0.020, memory: 7136, top1_acc: 0.4867, top5_acc: 0.7398, loss_cls: 2.1767, loss: 2.1767, grad_norm: 5.2142 2021-01-28 06:06:29,160 - mmaction - INFO - Epoch [11][2200/3757] lr: 1.000e-02, eta: 7 days, 11:18:31, time: 1.985, data_time: 0.005, memory: 7136, top1_acc: 0.4992, top5_acc: 0.7508, loss_cls: 2.1062, loss: 2.1062, grad_norm: 5.0544 2021-01-28 06:07:00,242 - mmaction - INFO - Epoch [11][2220/3757] lr: 1.000e-02, eta: 7 days, 11:16:52, time: 1.559, data_time: 0.018, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7625, loss_cls: 2.0704, loss: 2.0704, grad_norm: 5.0454 2021-01-28 06:07:38,916 - mmaction - INFO - Epoch [11][2240/3757] lr: 1.000e-02, eta: 7 days, 11:16:16, time: 1.940, data_time: 0.011, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7734, loss_cls: 2.0103, loss: 2.0103, grad_norm: 5.0519 2021-01-28 06:08:18,075 - mmaction - INFO - Epoch [11][2260/3757] lr: 1.000e-02, eta: 7 days, 11:15:43, time: 1.950, data_time: 0.007, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7492, loss_cls: 2.1236, loss: 2.1236, grad_norm: 5.0195 2021-01-28 06:08:49,465 - mmaction - INFO - Epoch [11][2280/3757] lr: 1.000e-02, eta: 7 days, 11:14:01, time: 1.548, data_time: 0.011, memory: 7136, top1_acc: 0.4914, top5_acc: 0.7508, loss_cls: 2.1597, loss: 2.1597, grad_norm: 5.0362 2021-01-28 06:09:20,284 - mmaction - INFO - Epoch [11][2300/3757] lr: 1.000e-02, eta: 7 days, 11:12:23, time: 1.568, data_time: 0.033, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7688, loss_cls: 2.0634, loss: 2.0634, grad_norm: 5.1246 2021-01-28 06:10:02,331 - mmaction - INFO - Epoch [11][2320/3757] lr: 1.000e-02, eta: 7 days, 11:12:16, time: 2.105, data_time: 0.009, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7508, loss_cls: 2.1798, loss: 2.1798, grad_norm: 5.0417 2021-01-28 06:10:36,819 - mmaction - INFO - Epoch [11][2340/3757] lr: 1.000e-02, eta: 7 days, 11:11:04, time: 1.723, data_time: 0.011, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7391, loss_cls: 2.2315, loss: 2.2315, grad_norm: 5.0009 2021-01-28 06:11:14,137 - mmaction - INFO - Epoch [11][2360/3757] lr: 1.000e-02, eta: 7 days, 11:10:14, time: 1.852, data_time: 0.005, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7352, loss_cls: 2.1969, loss: 2.1969, grad_norm: 5.0067 2021-01-28 06:11:56,322 - mmaction - INFO - Epoch [11][2380/3757] lr: 1.000e-02, eta: 7 days, 11:10:10, time: 2.126, data_time: 0.027, memory: 7136, top1_acc: 0.5023, top5_acc: 0.7586, loss_cls: 2.1144, loss: 2.1144, grad_norm: 4.9183 2021-01-28 06:12:37,899 - mmaction - INFO - Epoch [11][2400/3757] lr: 1.000e-02, eta: 7 days, 11:09:57, time: 2.075, data_time: 0.022, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7555, loss_cls: 2.1216, loss: 2.1216, grad_norm: 4.9752 2021-01-28 06:13:16,808 - mmaction - INFO - Epoch [11][2420/3757] lr: 1.000e-02, eta: 7 days, 11:09:22, time: 1.938, data_time: 0.006, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7438, loss_cls: 2.1268, loss: 2.1268, grad_norm: 5.0174 2021-01-28 06:13:52,175 - mmaction - INFO - Epoch [11][2440/3757] lr: 1.000e-02, eta: 7 days, 11:08:18, time: 1.767, data_time: 0.018, memory: 7136, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2677, loss: 2.2677, grad_norm: 5.0212 2021-01-28 06:14:30,417 - mmaction - INFO - Epoch [11][2460/3757] lr: 1.000e-02, eta: 7 days, 11:07:35, time: 1.898, data_time: 0.027, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7445, loss_cls: 2.1646, loss: 2.1646, grad_norm: 5.1496 2021-01-28 06:15:04,226 - mmaction - INFO - Epoch [11][2480/3757] lr: 1.000e-02, eta: 7 days, 11:06:22, time: 1.713, data_time: 0.032, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.1468, loss: 2.1468, grad_norm: 4.9828 2021-01-28 06:15:40,082 - mmaction - INFO - Epoch [11][2500/3757] lr: 1.000e-02, eta: 7 days, 11:05:21, time: 1.784, data_time: 0.007, memory: 7136, top1_acc: 0.4961, top5_acc: 0.7125, loss_cls: 2.2345, loss: 2.2345, grad_norm: 4.9910 2021-01-28 06:16:12,219 - mmaction - INFO - Epoch [11][2520/3757] lr: 1.000e-02, eta: 7 days, 11:03:44, time: 1.571, data_time: 0.036, memory: 7136, top1_acc: 0.4961, top5_acc: 0.7391, loss_cls: 2.2024, loss: 2.2024, grad_norm: 5.1296 2021-01-28 06:16:41,777 - mmaction - INFO - Epoch [11][2540/3757] lr: 1.000e-02, eta: 7 days, 11:01:58, time: 1.517, data_time: 0.051, memory: 7136, top1_acc: 0.5023, top5_acc: 0.7508, loss_cls: 2.1134, loss: 2.1134, grad_norm: 5.0424 2021-01-28 06:17:19,240 - mmaction - INFO - Epoch [11][2560/3757] lr: 1.000e-02, eta: 7 days, 11:01:10, time: 1.867, data_time: 0.013, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7406, loss_cls: 2.1547, loss: 2.1547, grad_norm: 5.0153 2021-01-28 06:17:57,347 - mmaction - INFO - Epoch [11][2580/3757] lr: 1.000e-02, eta: 7 days, 11:00:28, time: 1.896, data_time: 0.019, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7492, loss_cls: 2.1927, loss: 2.1927, grad_norm: 5.2683 2021-01-28 06:18:35,061 - mmaction - INFO - Epoch [11][2600/3757] lr: 1.000e-02, eta: 7 days, 10:59:40, time: 1.863, data_time: 0.027, memory: 7136, top1_acc: 0.4930, top5_acc: 0.7445, loss_cls: 2.1562, loss: 2.1562, grad_norm: 5.0960 2021-01-28 06:19:22,090 - mmaction - INFO - Epoch [11][2620/3757] lr: 1.000e-02, eta: 7 days, 11:00:18, time: 2.380, data_time: 0.059, memory: 7136, top1_acc: 0.4828, top5_acc: 0.7359, loss_cls: 2.2275, loss: 2.2275, grad_norm: 5.1339 2021-01-28 06:19:55,719 - mmaction - INFO - Epoch [11][2640/3757] lr: 1.000e-02, eta: 7 days, 10:59:02, time: 1.693, data_time: 0.036, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1689, loss: 2.1689, grad_norm: 5.2492 2021-01-28 06:20:35,468 - mmaction - INFO - Epoch [11][2660/3757] lr: 1.000e-02, eta: 7 days, 10:58:34, time: 1.987, data_time: 0.013, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7359, loss_cls: 2.1257, loss: 2.1257, grad_norm: 5.0972 2021-01-28 06:21:06,230 - mmaction - INFO - Epoch [11][2680/3757] lr: 1.000e-02, eta: 7 days, 10:56:51, time: 1.528, data_time: 0.012, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7703, loss_cls: 2.0132, loss: 2.0132, grad_norm: 5.2233 2021-01-28 06:21:40,997 - mmaction - INFO - Epoch [11][2700/3757] lr: 1.000e-02, eta: 7 days, 10:55:45, time: 1.757, data_time: 0.020, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7508, loss_cls: 2.1464, loss: 2.1464, grad_norm: 5.0381 2021-01-28 06:22:15,233 - mmaction - INFO - Epoch [11][2720/3757] lr: 1.000e-02, eta: 7 days, 10:54:31, time: 1.710, data_time: 0.004, memory: 7136, top1_acc: 0.4914, top5_acc: 0.7680, loss_cls: 2.1079, loss: 2.1079, grad_norm: 5.2293 2021-01-28 06:22:39,068 - mmaction - INFO - Epoch [11][2740/3757] lr: 1.000e-02, eta: 7 days, 10:51:52, time: 1.193, data_time: 0.006, memory: 7136, top1_acc: 0.5234, top5_acc: 0.7453, loss_cls: 2.0385, loss: 2.0385, grad_norm: 5.1254 2021-01-28 06:23:12,116 - mmaction - INFO - Epoch [11][2760/3757] lr: 1.000e-02, eta: 7 days, 10:50:29, time: 1.652, data_time: 0.018, memory: 7136, top1_acc: 0.4945, top5_acc: 0.7422, loss_cls: 2.1777, loss: 2.1777, grad_norm: 5.1442 2021-01-28 06:23:44,843 - mmaction - INFO - Epoch [11][2780/3757] lr: 1.000e-02, eta: 7 days, 10:49:04, time: 1.636, data_time: 0.024, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7344, loss_cls: 2.1708, loss: 2.1708, grad_norm: 5.1244 2021-01-28 06:24:24,072 - mmaction - INFO - Epoch [11][2800/3757] lr: 1.000e-02, eta: 7 days, 10:48:32, time: 1.961, data_time: 0.009, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7547, loss_cls: 1.9670, loss: 1.9670, grad_norm: 5.2252 2021-01-28 06:25:00,950 - mmaction - INFO - Epoch [11][2820/3757] lr: 1.000e-02, eta: 7 days, 10:47:39, time: 1.827, data_time: 0.007, memory: 7136, top1_acc: 0.4805, top5_acc: 0.7258, loss_cls: 2.2500, loss: 2.2500, grad_norm: 5.1757 2021-01-28 06:25:31,513 - mmaction - INFO - Epoch [11][2840/3757] lr: 1.000e-02, eta: 7 days, 10:45:54, time: 1.520, data_time: 0.025, memory: 7136, top1_acc: 0.4875, top5_acc: 0.7305, loss_cls: 2.2447, loss: 2.2447, grad_norm: 5.1994 2021-01-28 06:26:10,611 - mmaction - INFO - Epoch [11][2860/3757] lr: 1.000e-02, eta: 7 days, 10:45:25, time: 1.976, data_time: 0.031, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7352, loss_cls: 2.2235, loss: 2.2235, grad_norm: 5.0580 2021-01-28 06:26:41,354 - mmaction - INFO - Epoch [11][2880/3757] lr: 1.000e-02, eta: 7 days, 10:43:43, time: 1.538, data_time: 0.004, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7539, loss_cls: 2.1310, loss: 2.1310, grad_norm: 5.0328 2021-01-28 06:27:19,561 - mmaction - INFO - Epoch [11][2900/3757] lr: 1.000e-02, eta: 7 days, 10:43:04, time: 1.911, data_time: 0.009, memory: 7136, top1_acc: 0.4727, top5_acc: 0.7352, loss_cls: 2.2093, loss: 2.2093, grad_norm: 5.1498 2021-01-28 06:28:00,353 - mmaction - INFO - Epoch [11][2920/3757] lr: 1.000e-02, eta: 7 days, 10:42:42, time: 2.024, data_time: 0.011, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.1004, loss: 2.1004, grad_norm: 5.0657 2021-01-28 06:28:45,223 - mmaction - INFO - Epoch [11][2940/3757] lr: 1.000e-02, eta: 7 days, 10:43:00, time: 2.258, data_time: 0.030, memory: 7136, top1_acc: 0.4992, top5_acc: 0.7500, loss_cls: 2.0884, loss: 2.0884, grad_norm: 5.1994 2021-01-28 06:29:19,175 - mmaction - INFO - Epoch [11][2960/3757] lr: 1.000e-02, eta: 7 days, 10:41:44, time: 1.694, data_time: 0.009, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7617, loss_cls: 2.0417, loss: 2.0417, grad_norm: 4.9718 2021-01-28 06:29:54,868 - mmaction - INFO - Epoch [11][2980/3757] lr: 1.000e-02, eta: 7 days, 10:40:45, time: 1.790, data_time: 0.009, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7539, loss_cls: 2.0959, loss: 2.0959, grad_norm: 5.2118 2021-01-28 06:30:28,025 - mmaction - INFO - Epoch [11][3000/3757] lr: 1.000e-02, eta: 7 days, 10:39:21, time: 1.646, data_time: 0.002, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7500, loss_cls: 2.1366, loss: 2.1366, grad_norm: 5.1355 2021-01-28 06:31:04,111 - mmaction - INFO - Epoch [11][3020/3757] lr: 1.000e-02, eta: 7 days, 10:38:25, time: 1.814, data_time: 0.015, memory: 7136, top1_acc: 0.4867, top5_acc: 0.7445, loss_cls: 2.2116, loss: 2.2116, grad_norm: 5.0970 2021-01-28 06:31:33,344 - mmaction - INFO - Epoch [11][3040/3757] lr: 1.000e-02, eta: 7 days, 10:36:32, time: 1.464, data_time: 0.004, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7336, loss_cls: 2.1684, loss: 2.1684, grad_norm: 4.9235 2021-01-28 06:32:08,391 - mmaction - INFO - Epoch [11][3060/3757] lr: 1.000e-02, eta: 7 days, 10:35:25, time: 1.745, data_time: 0.008, memory: 7136, top1_acc: 0.4891, top5_acc: 0.7375, loss_cls: 2.1634, loss: 2.1634, grad_norm: 4.9884 2021-01-28 06:32:50,667 - mmaction - INFO - Epoch [11][3080/3757] lr: 1.000e-02, eta: 7 days, 10:35:16, time: 2.097, data_time: 0.008, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7219, loss_cls: 2.2098, loss: 2.2098, grad_norm: 5.1738 2021-01-28 06:33:34,476 - mmaction - INFO - Epoch [11][3100/3757] lr: 1.000e-02, eta: 7 days, 10:35:19, time: 2.170, data_time: 0.026, memory: 7136, top1_acc: 0.5023, top5_acc: 0.7461, loss_cls: 2.1079, loss: 2.1079, grad_norm: 5.0815 2021-01-28 06:34:16,117 - mmaction - INFO - Epoch [11][3120/3757] lr: 1.000e-02, eta: 7 days, 10:35:14, time: 2.124, data_time: 0.047, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7500, loss_cls: 2.0755, loss: 2.0755, grad_norm: 5.1171 2021-01-28 06:34:56,586 - mmaction - INFO - Epoch [11][3140/3757] lr: 1.000e-02, eta: 7 days, 10:34:48, time: 1.993, data_time: 0.009, memory: 7136, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.1829, loss: 2.1829, grad_norm: 5.3035 2021-01-28 06:35:40,660 - mmaction - INFO - Epoch [11][3160/3757] lr: 1.000e-02, eta: 7 days, 10:35:01, time: 2.229, data_time: 0.037, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1493, loss: 2.1493, grad_norm: 5.0318 2021-01-28 06:36:19,049 - mmaction - INFO - Epoch [11][3180/3757] lr: 1.000e-02, eta: 7 days, 10:34:22, time: 1.917, data_time: 0.011, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7516, loss_cls: 2.1309, loss: 2.1309, grad_norm: 5.2674 2021-01-28 06:36:57,846 - mmaction - INFO - Epoch [11][3200/3757] lr: 1.000e-02, eta: 7 days, 10:33:48, time: 1.948, data_time: 0.016, memory: 7136, top1_acc: 0.4867, top5_acc: 0.7352, loss_cls: 2.1684, loss: 2.1684, grad_norm: 5.2603 2021-01-28 06:37:34,206 - mmaction - INFO - Epoch [11][3220/3757] lr: 1.000e-02, eta: 7 days, 10:32:51, time: 1.803, data_time: 0.012, memory: 7136, top1_acc: 0.4930, top5_acc: 0.7406, loss_cls: 2.1964, loss: 2.1964, grad_norm: 4.9921 2021-01-28 06:38:02,123 - mmaction - INFO - Epoch [11][3240/3757] lr: 1.000e-02, eta: 7 days, 10:30:49, time: 1.414, data_time: 0.024, memory: 7136, top1_acc: 0.4891, top5_acc: 0.7367, loss_cls: 2.2106, loss: 2.2106, grad_norm: 5.0206 2021-01-28 06:38:46,038 - mmaction - INFO - Epoch [11][3260/3757] lr: 1.000e-02, eta: 7 days, 10:30:56, time: 2.191, data_time: 0.010, memory: 7136, top1_acc: 0.4773, top5_acc: 0.7352, loss_cls: 2.2496, loss: 2.2496, grad_norm: 5.0893 2021-01-28 06:39:22,176 - mmaction - INFO - Epoch [11][3280/3757] lr: 1.000e-02, eta: 7 days, 10:29:57, time: 1.797, data_time: 0.021, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7531, loss_cls: 2.1549, loss: 2.1549, grad_norm: 4.9651 2021-01-28 06:39:57,355 - mmaction - INFO - Epoch [11][3300/3757] lr: 1.000e-02, eta: 7 days, 10:28:55, time: 1.774, data_time: 0.021, memory: 7136, top1_acc: 0.4891, top5_acc: 0.7336, loss_cls: 2.2448, loss: 2.2448, grad_norm: 5.3733 2021-01-28 06:40:33,245 - mmaction - INFO - Epoch [11][3320/3757] lr: 1.000e-02, eta: 7 days, 10:27:54, time: 1.780, data_time: 0.009, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7422, loss_cls: 2.1174, loss: 2.1174, grad_norm: 4.9968 2021-01-28 06:41:03,906 - mmaction - INFO - Epoch [11][3340/3757] lr: 1.000e-02, eta: 7 days, 10:26:14, time: 1.541, data_time: 0.020, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.1054, loss: 2.1054, grad_norm: 5.0422 2021-01-28 06:41:42,985 - mmaction - INFO - Epoch [11][3360/3757] lr: 1.000e-02, eta: 7 days, 10:25:38, time: 1.935, data_time: 0.013, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7344, loss_cls: 2.1816, loss: 2.1816, grad_norm: 5.0747 2021-01-28 06:42:16,452 - mmaction - INFO - Epoch [11][3380/3757] lr: 1.000e-02, eta: 7 days, 10:24:20, time: 1.680, data_time: 0.028, memory: 7136, top1_acc: 0.4797, top5_acc: 0.7383, loss_cls: 2.1828, loss: 2.1828, grad_norm: 5.1461 2021-01-28 06:42:50,350 - mmaction - INFO - Epoch [11][3400/3757] lr: 1.000e-02, eta: 7 days, 10:23:09, time: 1.713, data_time: 0.022, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.2087, loss: 2.2087, grad_norm: 5.0701 2021-01-28 06:43:22,746 - mmaction - INFO - Epoch [11][3420/3757] lr: 1.000e-02, eta: 7 days, 10:21:40, time: 1.608, data_time: 0.003, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7461, loss_cls: 2.1658, loss: 2.1658, grad_norm: 4.9846 2021-01-28 06:43:57,080 - mmaction - INFO - Epoch [11][3440/3757] lr: 1.000e-02, eta: 7 days, 10:20:27, time: 1.707, data_time: 0.015, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7320, loss_cls: 2.1797, loss: 2.1797, grad_norm: 5.1005 2021-01-28 06:44:34,318 - mmaction - INFO - Epoch [11][3460/3757] lr: 1.000e-02, eta: 7 days, 10:19:43, time: 1.883, data_time: 0.024, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7352, loss_cls: 2.1132, loss: 2.1132, grad_norm: 5.1583 2021-01-28 06:45:18,915 - mmaction - INFO - Epoch [11][3480/3757] lr: 1.000e-02, eta: 7 days, 10:19:51, time: 2.208, data_time: 0.011, memory: 7136, top1_acc: 0.4961, top5_acc: 0.7445, loss_cls: 2.0958, loss: 2.0958, grad_norm: 5.1900 2021-01-28 06:46:01,795 - mmaction - INFO - Epoch [11][3500/3757] lr: 1.000e-02, eta: 7 days, 10:19:44, time: 2.109, data_time: 0.024, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7453, loss_cls: 2.1668, loss: 2.1668, grad_norm: 5.2725 2021-01-28 06:46:35,043 - mmaction - INFO - Epoch [11][3520/3757] lr: 1.000e-02, eta: 7 days, 10:18:31, time: 1.708, data_time: 0.070, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7562, loss_cls: 2.0886, loss: 2.0886, grad_norm: 5.0772 2021-01-28 06:47:06,814 - mmaction - INFO - Epoch [11][3540/3757] lr: 1.000e-02, eta: 7 days, 10:17:01, time: 1.598, data_time: 0.015, memory: 7136, top1_acc: 0.4906, top5_acc: 0.7430, loss_cls: 2.1615, loss: 2.1615, grad_norm: 5.0681 2021-01-28 06:47:32,602 - mmaction - INFO - Epoch [11][3560/3757] lr: 1.000e-02, eta: 7 days, 10:14:39, time: 1.285, data_time: 0.004, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7445, loss_cls: 2.1232, loss: 2.1232, grad_norm: 4.9808 2021-01-28 06:47:59,713 - mmaction - INFO - Epoch [11][3580/3757] lr: 1.000e-02, eta: 7 days, 10:12:31, time: 1.361, data_time: 0.010, memory: 7136, top1_acc: 0.4797, top5_acc: 0.7445, loss_cls: 2.1406, loss: 2.1406, grad_norm: 5.3716 2021-01-28 06:48:32,103 - mmaction - INFO - Epoch [11][3600/3757] lr: 1.000e-02, eta: 7 days, 10:11:04, time: 1.621, data_time: 0.006, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7281, loss_cls: 2.2231, loss: 2.2231, grad_norm: 5.0567 2021-01-28 06:49:05,818 - mmaction - INFO - Epoch [11][3620/3757] lr: 1.000e-02, eta: 7 days, 10:09:44, time: 1.662, data_time: 0.003, memory: 7136, top1_acc: 0.4773, top5_acc: 0.7430, loss_cls: 2.1910, loss: 2.1910, grad_norm: 5.0391 2021-01-28 06:49:40,031 - mmaction - INFO - Epoch [11][3640/3757] lr: 1.000e-02, eta: 7 days, 10:08:34, time: 1.723, data_time: 0.029, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7547, loss_cls: 2.0715, loss: 2.0715, grad_norm: 5.0636 2021-01-28 06:50:22,792 - mmaction - INFO - Epoch [11][3660/3757] lr: 1.000e-02, eta: 7 days, 10:08:33, time: 2.149, data_time: 0.024, memory: 7136, top1_acc: 0.4930, top5_acc: 0.7398, loss_cls: 2.1631, loss: 2.1631, grad_norm: 5.0348 2021-01-28 06:50:54,564 - mmaction - INFO - Epoch [11][3680/3757] lr: 1.000e-02, eta: 7 days, 10:07:01, time: 1.583, data_time: 0.002, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7547, loss_cls: 2.0725, loss: 2.0725, grad_norm: 4.9964 2021-01-28 06:51:27,224 - mmaction - INFO - Epoch [11][3700/3757] lr: 1.000e-02, eta: 7 days, 10:05:37, time: 1.636, data_time: 0.026, memory: 7136, top1_acc: 0.4992, top5_acc: 0.7461, loss_cls: 2.1075, loss: 2.1075, grad_norm: 5.3563 2021-01-28 06:51:58,135 - mmaction - INFO - Epoch [11][3720/3757] lr: 1.000e-02, eta: 7 days, 10:03:57, time: 1.540, data_time: 0.007, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7648, loss_cls: 2.0506, loss: 2.0506, grad_norm: 4.9475 2021-01-28 06:52:27,028 - mmaction - INFO - Epoch [11][3740/3757] lr: 1.000e-02, eta: 7 days, 10:02:04, time: 1.452, data_time: 0.025, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7617, loss_cls: 2.0332, loss: 2.0332, grad_norm: 5.1881 2021-01-28 06:56:37,541 - mmaction - INFO - Epoch [12][20/3757] lr: 1.000e-02, eta: 7 days, 10:18:55, time: 10.234, data_time: 8.211, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7516, loss_cls: 2.0754, loss: 2.0754, grad_norm: 5.0555 2021-01-28 06:57:05,038 - mmaction - INFO - Epoch [12][40/3757] lr: 1.000e-02, eta: 7 days, 10:16:49, time: 1.381, data_time: 0.018, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.1913, loss: 2.1913, grad_norm: 5.1099 2021-01-28 06:57:49,892 - mmaction - INFO - Epoch [12][60/3757] lr: 1.000e-02, eta: 7 days, 10:17:02, time: 2.236, data_time: 0.022, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7414, loss_cls: 2.1593, loss: 2.1593, grad_norm: 4.9421 2021-01-28 06:58:23,806 - mmaction - INFO - Epoch [12][80/3757] lr: 1.000e-02, eta: 7 days, 10:15:49, time: 1.705, data_time: 0.021, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7664, loss_cls: 2.0155, loss: 2.0155, grad_norm: 4.8268 2021-01-28 06:58:54,783 - mmaction - INFO - Epoch [12][100/3757] lr: 1.000e-02, eta: 7 days, 10:14:07, time: 1.529, data_time: 0.011, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7758, loss_cls: 1.9662, loss: 1.9662, grad_norm: 4.9566 2021-01-28 06:59:36,317 - mmaction - INFO - Epoch [12][120/3757] lr: 1.000e-02, eta: 7 days, 10:13:57, time: 2.093, data_time: 0.033, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7586, loss_cls: 2.0564, loss: 2.0564, grad_norm: 5.2930 2021-01-28 07:00:07,062 - mmaction - INFO - Epoch [12][140/3757] lr: 1.000e-02, eta: 7 days, 10:12:17, time: 1.543, data_time: 0.014, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7555, loss_cls: 2.0318, loss: 2.0318, grad_norm: 5.1461 2021-01-28 07:00:42,577 - mmaction - INFO - Epoch [12][160/3757] lr: 1.000e-02, eta: 7 days, 10:11:14, time: 1.764, data_time: 0.013, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7461, loss_cls: 2.0904, loss: 2.0904, grad_norm: 5.3022 2021-01-28 07:01:17,443 - mmaction - INFO - Epoch [12][180/3757] lr: 1.000e-02, eta: 7 days, 10:10:07, time: 1.743, data_time: 0.020, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7477, loss_cls: 2.1552, loss: 2.1552, grad_norm: 5.1160 2021-01-28 07:02:00,824 - mmaction - INFO - Epoch [12][200/3757] lr: 1.000e-02, eta: 7 days, 10:10:08, time: 2.166, data_time: 0.020, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7539, loss_cls: 2.0782, loss: 2.0782, grad_norm: 5.1219 2021-01-28 07:02:35,429 - mmaction - INFO - Epoch [12][220/3757] lr: 1.000e-02, eta: 7 days, 10:09:03, time: 1.752, data_time: 0.024, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7688, loss_cls: 2.0377, loss: 2.0377, grad_norm: 5.2512 2021-01-28 07:03:07,307 - mmaction - INFO - Epoch [12][240/3757] lr: 1.000e-02, eta: 7 days, 10:07:28, time: 1.568, data_time: 0.002, memory: 7136, top1_acc: 0.4945, top5_acc: 0.7250, loss_cls: 2.2410, loss: 2.2410, grad_norm: 5.2127 2021-01-28 07:03:35,765 - mmaction - INFO - Epoch [12][260/3757] lr: 1.000e-02, eta: 7 days, 10:05:33, time: 1.443, data_time: 0.030, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7266, loss_cls: 2.1971, loss: 2.1971, grad_norm: 5.1053 2021-01-28 07:04:09,712 - mmaction - INFO - Epoch [12][280/3757] lr: 1.000e-02, eta: 7 days, 10:04:18, time: 1.688, data_time: 0.007, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7578, loss_cls: 1.9988, loss: 1.9988, grad_norm: 4.8352 2021-01-28 07:04:51,197 - mmaction - INFO - Epoch [12][300/3757] lr: 1.000e-02, eta: 7 days, 10:04:07, time: 2.088, data_time: 0.020, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7617, loss_cls: 2.0541, loss: 2.0541, grad_norm: 5.0933 2021-01-28 07:05:26,175 - mmaction - INFO - Epoch [12][320/3757] lr: 1.000e-02, eta: 7 days, 10:03:01, time: 1.747, data_time: 0.014, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7695, loss_cls: 2.0236, loss: 2.0236, grad_norm: 5.1571 2021-01-28 07:05:58,414 - mmaction - INFO - Epoch [12][340/3757] lr: 1.000e-02, eta: 7 days, 10:01:31, time: 1.597, data_time: 0.015, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7383, loss_cls: 2.1126, loss: 2.1126, grad_norm: 4.9554 2021-01-28 07:06:28,712 - mmaction - INFO - Epoch [12][360/3757] lr: 1.000e-02, eta: 7 days, 9:59:47, time: 1.508, data_time: 0.019, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7625, loss_cls: 2.0132, loss: 2.0132, grad_norm: 5.1365 2021-01-28 07:07:00,226 - mmaction - INFO - Epoch [12][380/3757] lr: 1.000e-02, eta: 7 days, 9:58:12, time: 1.568, data_time: 0.026, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7406, loss_cls: 2.1042, loss: 2.1042, grad_norm: 5.2791 2021-01-28 07:07:34,882 - mmaction - INFO - Epoch [12][400/3757] lr: 1.000e-02, eta: 7 days, 9:57:08, time: 1.756, data_time: 0.033, memory: 7136, top1_acc: 0.4914, top5_acc: 0.7430, loss_cls: 2.1967, loss: 2.1967, grad_norm: 5.1877 2021-01-28 07:08:11,412 - mmaction - INFO - Epoch [12][420/3757] lr: 1.000e-02, eta: 7 days, 9:56:16, time: 1.835, data_time: 0.014, memory: 7136, top1_acc: 0.4859, top5_acc: 0.7352, loss_cls: 2.1792, loss: 2.1792, grad_norm: 5.0758 2021-01-28 07:08:41,766 - mmaction - INFO - Epoch [12][440/3757] lr: 1.000e-02, eta: 7 days, 9:54:33, time: 1.511, data_time: 0.011, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7414, loss_cls: 2.1410, loss: 2.1410, grad_norm: 4.9962 2021-01-28 07:09:14,006 - mmaction - INFO - Epoch [12][460/3757] lr: 1.000e-02, eta: 7 days, 9:53:04, time: 1.603, data_time: 0.008, memory: 7136, top1_acc: 0.5023, top5_acc: 0.7562, loss_cls: 2.0399, loss: 2.0399, grad_norm: 5.0530 2021-01-28 07:09:51,533 - mmaction - INFO - Epoch [12][480/3757] lr: 1.000e-02, eta: 7 days, 9:52:22, time: 1.891, data_time: 0.043, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7406, loss_cls: 2.1368, loss: 2.1368, grad_norm: 4.9664 2021-01-28 07:10:17,343 - mmaction - INFO - Epoch [12][500/3757] lr: 1.000e-02, eta: 7 days, 9:50:03, time: 1.288, data_time: 0.004, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7492, loss_cls: 2.1069, loss: 2.1069, grad_norm: 5.1432 2021-01-28 07:10:49,936 - mmaction - INFO - Epoch [12][520/3757] lr: 1.000e-02, eta: 7 days, 9:48:37, time: 1.622, data_time: 0.005, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7367, loss_cls: 2.2243, loss: 2.2243, grad_norm: 5.1304 2021-01-28 07:11:37,002 - mmaction - INFO - Epoch [12][540/3757] lr: 1.000e-02, eta: 7 days, 9:49:05, time: 2.334, data_time: 0.018, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7516, loss_cls: 2.0357, loss: 2.0357, grad_norm: 5.0078 2021-01-28 07:12:07,780 - mmaction - INFO - Epoch [12][560/3757] lr: 1.000e-02, eta: 7 days, 9:47:30, time: 1.561, data_time: 0.034, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7414, loss_cls: 2.1430, loss: 2.1430, grad_norm: 4.9276 2021-01-28 07:12:38,179 - mmaction - INFO - Epoch [12][580/3757] lr: 1.000e-02, eta: 7 days, 9:45:46, time: 1.506, data_time: 0.011, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7438, loss_cls: 2.1037, loss: 2.1037, grad_norm: 5.0690 2021-01-28 07:13:17,782 - mmaction - INFO - Epoch [12][600/3757] lr: 1.000e-02, eta: 7 days, 9:45:16, time: 1.969, data_time: 0.025, memory: 7136, top1_acc: 0.5102, top5_acc: 0.7516, loss_cls: 2.1409, loss: 2.1409, grad_norm: 5.1212 2021-01-28 07:13:54,148 - mmaction - INFO - Epoch [12][620/3757] lr: 1.000e-02, eta: 7 days, 9:44:26, time: 1.846, data_time: 0.043, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7555, loss_cls: 2.0422, loss: 2.0422, grad_norm: 5.1936 2021-01-28 07:14:33,982 - mmaction - INFO - Epoch [12][640/3757] lr: 1.000e-02, eta: 7 days, 9:43:59, time: 1.988, data_time: 0.014, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7570, loss_cls: 2.1218, loss: 2.1218, grad_norm: 5.2167 2021-01-28 07:15:14,720 - mmaction - INFO - Epoch [12][660/3757] lr: 1.000e-02, eta: 7 days, 9:43:37, time: 2.020, data_time: 0.011, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7484, loss_cls: 2.1466, loss: 2.1466, grad_norm: 5.0617 2021-01-28 07:15:50,093 - mmaction - INFO - Epoch [12][680/3757] lr: 1.000e-02, eta: 7 days, 9:42:34, time: 1.758, data_time: 0.027, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7492, loss_cls: 2.1606, loss: 2.1606, grad_norm: 5.1832 2021-01-28 07:16:22,599 - mmaction - INFO - Epoch [12][700/3757] lr: 1.000e-02, eta: 7 days, 9:41:14, time: 1.655, data_time: 0.039, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7430, loss_cls: 2.0544, loss: 2.0544, grad_norm: 5.1947 2021-01-28 07:16:46,716 - mmaction - INFO - Epoch [12][720/3757] lr: 1.000e-02, eta: 7 days, 9:38:42, time: 1.205, data_time: 0.009, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.2007, loss: 2.2007, grad_norm: 5.1425 2021-01-28 07:17:19,212 - mmaction - INFO - Epoch [12][740/3757] lr: 1.000e-02, eta: 7 days, 9:37:17, time: 1.623, data_time: 0.014, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7414, loss_cls: 2.1197, loss: 2.1197, grad_norm: 5.0060 2021-01-28 07:17:53,795 - mmaction - INFO - Epoch [12][760/3757] lr: 1.000e-02, eta: 7 days, 9:36:11, time: 1.738, data_time: 0.011, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7461, loss_cls: 2.1549, loss: 2.1549, grad_norm: 5.1227 2021-01-28 07:18:28,539 - mmaction - INFO - Epoch [12][780/3757] lr: 1.000e-02, eta: 7 days, 9:35:03, time: 1.728, data_time: 0.006, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7336, loss_cls: 2.1568, loss: 2.1568, grad_norm: 5.1449 2021-01-28 07:19:05,324 - mmaction - INFO - Epoch [12][800/3757] lr: 1.000e-02, eta: 7 days, 9:34:10, time: 1.829, data_time: 0.014, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7359, loss_cls: 2.1577, loss: 2.1577, grad_norm: 5.3588 2021-01-28 07:19:47,525 - mmaction - INFO - Epoch [12][820/3757] lr: 1.000e-02, eta: 7 days, 9:34:06, time: 2.129, data_time: 0.030, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1743, loss: 2.1743, grad_norm: 5.1898 2021-01-28 07:20:25,806 - mmaction - INFO - Epoch [12][840/3757] lr: 1.000e-02, eta: 7 days, 9:33:22, time: 1.883, data_time: 0.220, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7586, loss_cls: 2.0716, loss: 2.0716, grad_norm: 5.0590 2021-01-28 07:21:00,204 - mmaction - INFO - Epoch [12][860/3757] lr: 1.000e-02, eta: 7 days, 9:32:16, time: 1.741, data_time: 0.040, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7703, loss_cls: 1.9697, loss: 1.9697, grad_norm: 5.0665 2021-01-28 07:21:38,729 - mmaction - INFO - Epoch [12][880/3757] lr: 1.000e-02, eta: 7 days, 9:31:38, time: 1.919, data_time: 0.024, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.1609, loss: 2.1609, grad_norm: 5.0920 2021-01-28 07:22:22,892 - mmaction - INFO - Epoch [12][900/3757] lr: 1.000e-02, eta: 7 days, 9:31:47, time: 2.216, data_time: 0.024, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7344, loss_cls: 2.1778, loss: 2.1778, grad_norm: 5.0071 2021-01-28 07:22:56,451 - mmaction - INFO - Epoch [12][920/3757] lr: 1.000e-02, eta: 7 days, 9:30:32, time: 1.682, data_time: 0.012, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7562, loss_cls: 2.0547, loss: 2.0547, grad_norm: 5.0776 2021-01-28 07:23:34,758 - mmaction - INFO - Epoch [12][940/3757] lr: 1.000e-02, eta: 7 days, 9:29:51, time: 1.900, data_time: 0.015, memory: 7136, top1_acc: 0.4758, top5_acc: 0.7352, loss_cls: 2.2291, loss: 2.2291, grad_norm: 4.9725 2021-01-28 07:24:14,176 - mmaction - INFO - Epoch [12][960/3757] lr: 1.000e-02, eta: 7 days, 9:29:24, time: 1.988, data_time: 0.025, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.1425, loss: 2.1425, grad_norm: 5.0227 2021-01-28 07:24:38,315 - mmaction - INFO - Epoch [12][980/3757] lr: 1.000e-02, eta: 7 days, 9:26:54, time: 1.212, data_time: 0.008, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7578, loss_cls: 2.1288, loss: 2.1288, grad_norm: 5.2740 2021-01-28 07:25:06,992 - mmaction - INFO - Epoch [12][1000/3757] lr: 1.000e-02, eta: 7 days, 9:24:59, time: 1.428, data_time: 0.009, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7422, loss_cls: 2.1712, loss: 2.1712, grad_norm: 5.0591 2021-01-28 07:25:52,482 - mmaction - INFO - Epoch [12][1020/3757] lr: 1.000e-02, eta: 7 days, 9:25:17, time: 2.276, data_time: 0.010, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7602, loss_cls: 2.0833, loss: 2.0833, grad_norm: 5.0698 2021-01-28 07:26:34,897 - mmaction - INFO - Epoch [12][1040/3757] lr: 1.000e-02, eta: 7 days, 9:25:11, time: 2.118, data_time: 0.010, memory: 7136, top1_acc: 0.4961, top5_acc: 0.7609, loss_cls: 2.0853, loss: 2.0853, grad_norm: 4.9786 2021-01-28 07:27:15,236 - mmaction - INFO - Epoch [12][1060/3757] lr: 1.000e-02, eta: 7 days, 9:24:49, time: 2.023, data_time: 0.017, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7344, loss_cls: 2.1722, loss: 2.1722, grad_norm: 4.9972 2021-01-28 07:27:50,634 - mmaction - INFO - Epoch [12][1080/3757] lr: 1.000e-02, eta: 7 days, 9:23:45, time: 1.752, data_time: 0.003, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7414, loss_cls: 2.1698, loss: 2.1698, grad_norm: 5.2127 2021-01-28 07:28:26,770 - mmaction - INFO - Epoch [12][1100/3757] lr: 1.000e-02, eta: 7 days, 9:22:50, time: 1.812, data_time: 0.028, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7516, loss_cls: 2.0470, loss: 2.0470, grad_norm: 5.0718 2021-01-28 07:28:52,068 - mmaction - INFO - Epoch [12][1120/3757] lr: 1.000e-02, eta: 7 days, 9:20:30, time: 1.269, data_time: 0.020, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7469, loss_cls: 2.1278, loss: 2.1278, grad_norm: 5.0983 2021-01-28 07:29:21,758 - mmaction - INFO - Epoch [12][1140/3757] lr: 1.000e-02, eta: 7 days, 9:18:45, time: 1.492, data_time: 0.014, memory: 7136, top1_acc: 0.5234, top5_acc: 0.7375, loss_cls: 2.0751, loss: 2.0751, grad_norm: 5.1131 2021-01-28 07:29:59,756 - mmaction - INFO - Epoch [12][1160/3757] lr: 1.000e-02, eta: 7 days, 9:18:02, time: 1.882, data_time: 0.009, memory: 7136, top1_acc: 0.4914, top5_acc: 0.7375, loss_cls: 2.1765, loss: 2.1765, grad_norm: 5.2475 2021-01-28 07:30:40,068 - mmaction - INFO - Epoch [12][1180/3757] lr: 1.000e-02, eta: 7 days, 9:17:39, time: 2.012, data_time: 0.033, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7633, loss_cls: 2.0936, loss: 2.0936, grad_norm: 5.0983 2021-01-28 07:31:17,032 - mmaction - INFO - Epoch [12][1200/3757] lr: 1.000e-02, eta: 7 days, 9:16:54, time: 1.873, data_time: 0.032, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7562, loss_cls: 2.0438, loss: 2.0438, grad_norm: 5.0719 2021-01-28 07:31:43,366 - mmaction - INFO - Epoch [12][1220/3757] lr: 1.000e-02, eta: 7 days, 9:14:41, time: 1.310, data_time: 0.007, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7641, loss_cls: 2.0490, loss: 2.0490, grad_norm: 4.9396 2021-01-28 07:32:22,959 - mmaction - INFO - Epoch [12][1240/3757] lr: 1.000e-02, eta: 7 days, 9:14:09, time: 1.958, data_time: 0.012, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7453, loss_cls: 2.1191, loss: 2.1191, grad_norm: 5.2468 2021-01-28 07:32:59,344 - mmaction - INFO - Epoch [12][1260/3757] lr: 1.000e-02, eta: 7 days, 9:13:18, time: 1.836, data_time: 0.032, memory: 7136, top1_acc: 0.4859, top5_acc: 0.7406, loss_cls: 2.2117, loss: 2.2117, grad_norm: 5.4078 2021-01-28 07:33:38,596 - mmaction - INFO - Epoch [12][1280/3757] lr: 1.000e-02, eta: 7 days, 9:12:47, time: 1.960, data_time: 0.012, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7461, loss_cls: 2.1203, loss: 2.1203, grad_norm: 5.1346 2021-01-28 07:34:13,664 - mmaction - INFO - Epoch [12][1300/3757] lr: 1.000e-02, eta: 7 days, 9:11:44, time: 1.757, data_time: 0.018, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7422, loss_cls: 2.1371, loss: 2.1371, grad_norm: 5.2819 2021-01-28 07:34:54,898 - mmaction - INFO - Epoch [12][1320/3757] lr: 1.000e-02, eta: 7 days, 9:11:30, time: 2.068, data_time: 0.015, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7523, loss_cls: 2.0595, loss: 2.0595, grad_norm: 5.2391 2021-01-28 07:35:26,772 - mmaction - INFO - Epoch [12][1340/3757] lr: 1.000e-02, eta: 7 days, 9:10:01, time: 1.594, data_time: 0.007, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7617, loss_cls: 2.0834, loss: 2.0834, grad_norm: 5.1264 2021-01-28 07:36:06,620 - mmaction - INFO - Epoch [12][1360/3757] lr: 1.000e-02, eta: 7 days, 9:09:32, time: 1.977, data_time: 0.013, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7477, loss_cls: 2.0811, loss: 2.0811, grad_norm: 5.0055 2021-01-28 07:36:42,306 - mmaction - INFO - Epoch [12][1380/3757] lr: 1.000e-02, eta: 7 days, 9:08:37, time: 1.803, data_time: 0.026, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.1606, loss: 2.1606, grad_norm: 4.9895 2021-01-28 07:37:14,251 - mmaction - INFO - Epoch [12][1400/3757] lr: 1.000e-02, eta: 7 days, 9:07:08, time: 1.593, data_time: 0.007, memory: 7136, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.0976, loss: 2.0976, grad_norm: 5.1146 2021-01-28 07:37:42,955 - mmaction - INFO - Epoch [12][1420/3757] lr: 1.000e-02, eta: 7 days, 9:05:15, time: 1.432, data_time: 0.006, memory: 7136, top1_acc: 0.4992, top5_acc: 0.7484, loss_cls: 2.1044, loss: 2.1044, grad_norm: 5.1126 2021-01-28 07:38:11,744 - mmaction - INFO - Epoch [12][1440/3757] lr: 1.000e-02, eta: 7 days, 9:03:22, time: 1.438, data_time: 0.010, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7508, loss_cls: 2.0681, loss: 2.0681, grad_norm: 5.0359 2021-01-28 07:38:42,066 - mmaction - INFO - Epoch [12][1460/3757] lr: 1.000e-02, eta: 7 days, 9:01:43, time: 1.525, data_time: 0.014, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7445, loss_cls: 2.1771, loss: 2.1771, grad_norm: 4.9686 2021-01-28 07:39:18,494 - mmaction - INFO - Epoch [12][1480/3757] lr: 1.000e-02, eta: 7 days, 9:00:50, time: 1.821, data_time: 0.012, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7695, loss_cls: 2.0322, loss: 2.0322, grad_norm: 4.9951 2021-01-28 07:39:50,422 - mmaction - INFO - Epoch [12][1500/3757] lr: 1.000e-02, eta: 7 days, 8:59:19, time: 1.573, data_time: 0.012, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7602, loss_cls: 2.0995, loss: 2.0995, grad_norm: 5.2749 2021-01-28 07:40:29,490 - mmaction - INFO - Epoch [12][1520/3757] lr: 1.000e-02, eta: 7 days, 8:58:48, time: 1.959, data_time: 0.024, memory: 7136, top1_acc: 0.4961, top5_acc: 0.7344, loss_cls: 2.1832, loss: 2.1832, grad_norm: 5.0792 2021-01-28 07:41:14,919 - mmaction - INFO - Epoch [12][1540/3757] lr: 1.000e-02, eta: 7 days, 8:59:06, time: 2.276, data_time: 0.043, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7648, loss_cls: 2.0784, loss: 2.0784, grad_norm: 5.0132 2021-01-28 07:41:54,111 - mmaction - INFO - Epoch [12][1560/3757] lr: 1.000e-02, eta: 7 days, 8:58:36, time: 1.973, data_time: 0.029, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7219, loss_cls: 2.1873, loss: 2.1873, grad_norm: 5.2979 2021-01-28 07:42:39,895 - mmaction - INFO - Epoch [12][1580/3757] lr: 1.000e-02, eta: 7 days, 8:58:55, time: 2.284, data_time: 0.002, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7445, loss_cls: 2.1615, loss: 2.1615, grad_norm: 5.1256 2021-01-28 07:43:04,282 - mmaction - INFO - Epoch [12][1600/3757] lr: 1.000e-02, eta: 7 days, 8:56:29, time: 1.217, data_time: 0.007, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7477, loss_cls: 2.0983, loss: 2.0983, grad_norm: 5.0803 2021-01-28 07:43:43,663 - mmaction - INFO - Epoch [12][1620/3757] lr: 1.000e-02, eta: 7 days, 8:55:58, time: 1.962, data_time: 0.008, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7430, loss_cls: 2.1036, loss: 2.1036, grad_norm: 5.0901 2021-01-28 07:44:15,488 - mmaction - INFO - Epoch [12][1640/3757] lr: 1.000e-02, eta: 7 days, 8:54:30, time: 1.589, data_time: 0.020, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7398, loss_cls: 2.1814, loss: 2.1814, grad_norm: 5.2677 2021-01-28 07:44:50,634 - mmaction - INFO - Epoch [12][1660/3757] lr: 1.000e-02, eta: 7 days, 8:53:24, time: 1.740, data_time: 0.021, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7414, loss_cls: 2.1190, loss: 2.1190, grad_norm: 5.1956 2021-01-28 07:45:27,427 - mmaction - INFO - Epoch [12][1680/3757] lr: 1.000e-02, eta: 7 days, 8:52:39, time: 1.865, data_time: 0.037, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7609, loss_cls: 2.0930, loss: 2.0930, grad_norm: 5.0613 2021-01-28 07:45:58,862 - mmaction - INFO - Epoch [12][1700/3757] lr: 1.000e-02, eta: 7 days, 8:51:05, time: 1.555, data_time: 0.011, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7305, loss_cls: 2.1916, loss: 2.1916, grad_norm: 4.9969 2021-01-28 07:46:31,403 - mmaction - INFO - Epoch [12][1720/3757] lr: 1.000e-02, eta: 7 days, 8:49:45, time: 1.646, data_time: 0.030, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7523, loss_cls: 2.0730, loss: 2.0730, grad_norm: 4.9760 2021-01-28 07:47:05,207 - mmaction - INFO - Epoch [12][1740/3757] lr: 1.000e-02, eta: 7 days, 8:48:30, time: 1.674, data_time: 0.007, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7383, loss_cls: 2.0973, loss: 2.0973, grad_norm: 5.1189 2021-01-28 07:47:47,500 - mmaction - INFO - Epoch [12][1760/3757] lr: 1.000e-02, eta: 7 days, 8:48:25, time: 2.132, data_time: 0.037, memory: 7136, top1_acc: 0.4906, top5_acc: 0.7367, loss_cls: 2.2097, loss: 2.2097, grad_norm: 4.9304 2021-01-28 07:48:27,810 - mmaction - INFO - Epoch [12][1780/3757] lr: 1.000e-02, eta: 7 days, 8:48:00, time: 2.000, data_time: 0.006, memory: 7136, top1_acc: 0.5023, top5_acc: 0.7477, loss_cls: 2.1498, loss: 2.1498, grad_norm: 5.0935 2021-01-28 07:49:08,241 - mmaction - INFO - Epoch [12][1800/3757] lr: 1.000e-02, eta: 7 days, 8:47:40, time: 2.029, data_time: 0.025, memory: 7136, top1_acc: 0.4773, top5_acc: 0.7555, loss_cls: 2.1851, loss: 2.1851, grad_norm: 5.0963 2021-01-28 07:49:36,182 - mmaction - INFO - Epoch [12][1820/3757] lr: 1.000e-02, eta: 7 days, 8:45:42, time: 1.396, data_time: 0.014, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7500, loss_cls: 2.1362, loss: 2.1362, grad_norm: 5.0454 2021-01-28 07:50:12,125 - mmaction - INFO - Epoch [12][1840/3757] lr: 1.000e-02, eta: 7 days, 8:44:47, time: 1.807, data_time: 0.013, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7586, loss_cls: 2.0842, loss: 2.0842, grad_norm: 5.1113 2021-01-28 07:50:41,895 - mmaction - INFO - Epoch [12][1860/3757] lr: 1.000e-02, eta: 7 days, 8:43:04, time: 1.491, data_time: 0.005, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7492, loss_cls: 2.1265, loss: 2.1265, grad_norm: 5.0458 2021-01-28 07:51:06,553 - mmaction - INFO - Epoch [12][1880/3757] lr: 1.000e-02, eta: 7 days, 8:40:40, time: 1.228, data_time: 0.002, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7469, loss_cls: 2.1450, loss: 2.1450, grad_norm: 5.0511 2021-01-28 07:51:39,283 - mmaction - INFO - Epoch [12][1900/3757] lr: 1.000e-02, eta: 7 days, 8:39:19, time: 1.635, data_time: 0.006, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7773, loss_cls: 2.0046, loss: 2.0046, grad_norm: 5.2053 2021-01-28 07:52:21,551 - mmaction - INFO - Epoch [12][1920/3757] lr: 1.000e-02, eta: 7 days, 8:39:10, time: 2.102, data_time: 0.017, memory: 7136, top1_acc: 0.5102, top5_acc: 0.7500, loss_cls: 2.1138, loss: 2.1138, grad_norm: 5.1753 2021-01-28 07:53:02,096 - mmaction - INFO - Epoch [12][1940/3757] lr: 1.000e-02, eta: 7 days, 8:38:51, time: 2.038, data_time: 0.028, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7570, loss_cls: 2.1096, loss: 2.1096, grad_norm: 5.2082 2021-01-28 07:53:42,934 - mmaction - INFO - Epoch [12][1960/3757] lr: 1.000e-02, eta: 7 days, 8:38:33, time: 2.046, data_time: 0.017, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7430, loss_cls: 2.1441, loss: 2.1441, grad_norm: 5.1218 2021-01-28 07:54:14,422 - mmaction - INFO - Epoch [12][1980/3757] lr: 1.000e-02, eta: 7 days, 8:37:01, time: 1.560, data_time: 0.006, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7648, loss_cls: 2.0533, loss: 2.0533, grad_norm: 5.0182 2021-01-28 07:54:54,494 - mmaction - INFO - Epoch [12][2000/3757] lr: 1.000e-02, eta: 7 days, 8:36:36, time: 2.004, data_time: 0.019, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7664, loss_cls: 2.0051, loss: 2.0051, grad_norm: 5.0042 2021-01-28 07:55:23,727 - mmaction - INFO - Epoch [12][2020/3757] lr: 1.000e-02, eta: 7 days, 8:34:50, time: 1.468, data_time: 0.018, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7578, loss_cls: 2.0537, loss: 2.0537, grad_norm: 5.2293 2021-01-28 07:55:58,106 - mmaction - INFO - Epoch [12][2040/3757] lr: 1.000e-02, eta: 7 days, 8:33:42, time: 1.719, data_time: 0.012, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7461, loss_cls: 2.1248, loss: 2.1248, grad_norm: 5.0754 2021-01-28 07:56:30,820 - mmaction - INFO - Epoch [12][2060/3757] lr: 1.000e-02, eta: 7 days, 8:32:17, time: 1.608, data_time: 0.012, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1497, loss: 2.1497, grad_norm: 5.0968 2021-01-28 07:56:59,597 - mmaction - INFO - Epoch [12][2080/3757] lr: 1.000e-02, eta: 7 days, 8:30:31, time: 1.467, data_time: 0.041, memory: 7136, top1_acc: 0.4992, top5_acc: 0.7250, loss_cls: 2.1831, loss: 2.1831, grad_norm: 5.0757 2021-01-28 07:57:27,444 - mmaction - INFO - Epoch [12][2100/3757] lr: 1.000e-02, eta: 7 days, 8:28:34, time: 1.399, data_time: 0.015, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7602, loss_cls: 2.1077, loss: 2.1077, grad_norm: 5.1587 2021-01-28 07:58:02,041 - mmaction - INFO - Epoch [12][2120/3757] lr: 1.000e-02, eta: 7 days, 8:27:27, time: 1.727, data_time: 0.005, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7477, loss_cls: 2.1177, loss: 2.1177, grad_norm: 5.2461 2021-01-28 07:58:30,744 - mmaction - INFO - Epoch [12][2140/3757] lr: 1.000e-02, eta: 7 days, 8:25:35, time: 1.431, data_time: 0.006, memory: 7136, top1_acc: 0.5023, top5_acc: 0.7594, loss_cls: 2.0872, loss: 2.0872, grad_norm: 5.1747 2021-01-28 07:59:01,068 - mmaction - INFO - Epoch [12][2160/3757] lr: 1.000e-02, eta: 7 days, 8:23:58, time: 1.525, data_time: 0.012, memory: 7136, top1_acc: 0.4867, top5_acc: 0.7430, loss_cls: 2.2094, loss: 2.2094, grad_norm: 5.4422 2021-01-28 07:59:45,437 - mmaction - INFO - Epoch [12][2180/3757] lr: 1.000e-02, eta: 7 days, 8:24:04, time: 2.196, data_time: 0.009, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7516, loss_cls: 2.1281, loss: 2.1281, grad_norm: 5.0118 2021-01-28 08:00:18,434 - mmaction - INFO - Epoch [12][2200/3757] lr: 1.000e-02, eta: 7 days, 8:22:48, time: 1.665, data_time: 0.034, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7523, loss_cls: 2.0790, loss: 2.0790, grad_norm: 5.0265 2021-01-28 08:00:43,751 - mmaction - INFO - Epoch [12][2220/3757] lr: 1.000e-02, eta: 7 days, 8:20:32, time: 1.270, data_time: 0.008, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7625, loss_cls: 2.0288, loss: 2.0288, grad_norm: 4.9890 2021-01-28 08:01:12,275 - mmaction - INFO - Epoch [12][2240/3757] lr: 1.000e-02, eta: 7 days, 8:18:39, time: 1.422, data_time: 0.007, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7555, loss_cls: 2.1059, loss: 2.1059, grad_norm: 5.0064 2021-01-28 08:01:41,369 - mmaction - INFO - Epoch [12][2260/3757] lr: 1.000e-02, eta: 7 days, 8:16:51, time: 1.454, data_time: 0.008, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7547, loss_cls: 2.0691, loss: 2.0691, grad_norm: 5.0378 2021-01-28 08:02:25,117 - mmaction - INFO - Epoch [12][2280/3757] lr: 1.000e-02, eta: 7 days, 8:16:54, time: 2.179, data_time: 0.014, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7523, loss_cls: 2.1288, loss: 2.1288, grad_norm: 4.9957 2021-01-28 08:02:56,047 - mmaction - INFO - Epoch [12][2300/3757] lr: 1.000e-02, eta: 7 days, 8:15:22, time: 1.559, data_time: 0.018, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7680, loss_cls: 2.0233, loss: 2.0233, grad_norm: 5.0619 2021-01-28 08:03:26,867 - mmaction - INFO - Epoch [12][2320/3757] lr: 1.000e-02, eta: 7 days, 8:13:46, time: 1.534, data_time: 0.006, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7562, loss_cls: 2.1139, loss: 2.1139, grad_norm: 5.1392 2021-01-28 08:03:58,672 - mmaction - INFO - Epoch [12][2340/3757] lr: 1.000e-02, eta: 7 days, 8:12:17, time: 1.572, data_time: 0.014, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7641, loss_cls: 2.0900, loss: 2.0900, grad_norm: 5.0608 2021-01-28 08:04:34,337 - mmaction - INFO - Epoch [12][2360/3757] lr: 1.000e-02, eta: 7 days, 8:11:22, time: 1.805, data_time: 0.031, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7617, loss_cls: 2.0156, loss: 2.0156, grad_norm: 5.1287 2021-01-28 08:05:03,059 - mmaction - INFO - Epoch [12][2380/3757] lr: 1.000e-02, eta: 7 days, 8:09:33, time: 1.442, data_time: 0.010, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7328, loss_cls: 2.1769, loss: 2.1769, grad_norm: 5.1202 2021-01-28 08:05:44,606 - mmaction - INFO - Epoch [12][2400/3757] lr: 1.000e-02, eta: 7 days, 8:09:19, time: 2.072, data_time: 0.002, memory: 7136, top1_acc: 0.4844, top5_acc: 0.7328, loss_cls: 2.2156, loss: 2.2156, grad_norm: 4.9175 2021-01-28 08:06:14,851 - mmaction - INFO - Epoch [12][2420/3757] lr: 1.000e-02, eta: 7 days, 8:07:39, time: 1.501, data_time: 0.011, memory: 7136, top1_acc: 0.5414, top5_acc: 0.7695, loss_cls: 1.9846, loss: 1.9846, grad_norm: 4.9343 2021-01-28 08:06:49,417 - mmaction - INFO - Epoch [12][2440/3757] lr: 1.000e-02, eta: 7 days, 8:06:35, time: 1.740, data_time: 0.021, memory: 7136, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.1006, loss: 2.1006, grad_norm: 5.2650 2021-01-28 08:07:29,506 - mmaction - INFO - Epoch [12][2460/3757] lr: 1.000e-02, eta: 7 days, 8:06:11, time: 2.004, data_time: 0.013, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7383, loss_cls: 2.1499, loss: 2.1499, grad_norm: 5.0321 2021-01-28 08:07:54,719 - mmaction - INFO - Epoch [12][2480/3757] lr: 1.000e-02, eta: 7 days, 8:03:53, time: 1.250, data_time: 0.008, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7211, loss_cls: 2.1909, loss: 2.1909, grad_norm: 5.1285 2021-01-28 08:08:28,776 - mmaction - INFO - Epoch [12][2500/3757] lr: 1.000e-02, eta: 7 days, 8:02:44, time: 1.706, data_time: 0.022, memory: 7136, top1_acc: 0.4961, top5_acc: 0.7602, loss_cls: 2.0729, loss: 2.0729, grad_norm: 5.1221 2021-01-28 08:08:52,126 - mmaction - INFO - Epoch [12][2520/3757] lr: 1.000e-02, eta: 7 days, 8:00:15, time: 1.179, data_time: 0.013, memory: 7136, top1_acc: 0.5023, top5_acc: 0.7648, loss_cls: 2.1577, loss: 2.1577, grad_norm: 5.1849 2021-01-28 08:09:17,865 - mmaction - INFO - Epoch [12][2540/3757] lr: 1.000e-02, eta: 7 days, 7:58:02, time: 1.285, data_time: 0.003, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7406, loss_cls: 2.1769, loss: 2.1769, grad_norm: 5.0016 2021-01-28 08:09:49,158 - mmaction - INFO - Epoch [12][2560/3757] lr: 1.000e-02, eta: 7 days, 7:56:29, time: 1.542, data_time: 0.011, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7680, loss_cls: 2.0495, loss: 2.0495, grad_norm: 4.9981 2021-01-28 08:10:30,162 - mmaction - INFO - Epoch [12][2580/3757] lr: 1.000e-02, eta: 7 days, 7:56:15, time: 2.069, data_time: 0.027, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7516, loss_cls: 2.1184, loss: 2.1184, grad_norm: 5.0219 2021-01-28 08:11:05,062 - mmaction - INFO - Epoch [12][2600/3757] lr: 1.000e-02, eta: 7 days, 7:55:10, time: 1.736, data_time: 0.010, memory: 7136, top1_acc: 0.4789, top5_acc: 0.7508, loss_cls: 2.2169, loss: 2.2169, grad_norm: 5.2395 2021-01-28 08:11:31,241 - mmaction - INFO - Epoch [12][2620/3757] lr: 1.000e-02, eta: 7 days, 7:53:03, time: 1.318, data_time: 0.019, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7305, loss_cls: 2.1535, loss: 2.1535, grad_norm: 4.9987 2021-01-28 08:12:01,750 - mmaction - INFO - Epoch [12][2640/3757] lr: 1.000e-02, eta: 7 days, 7:51:28, time: 1.528, data_time: 0.007, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7789, loss_cls: 1.9638, loss: 1.9638, grad_norm: 5.1702 2021-01-28 08:12:34,071 - mmaction - INFO - Epoch [12][2660/3757] lr: 1.000e-02, eta: 7 days, 7:50:06, time: 1.619, data_time: 0.007, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7430, loss_cls: 2.0993, loss: 2.0993, grad_norm: 5.2052 2021-01-28 08:13:10,725 - mmaction - INFO - Epoch [12][2680/3757] lr: 1.000e-02, eta: 7 days, 7:49:14, time: 1.821, data_time: 0.004, memory: 7136, top1_acc: 0.4805, top5_acc: 0.7336, loss_cls: 2.1958, loss: 2.1958, grad_norm: 5.3415 2021-01-28 08:13:36,152 - mmaction - INFO - Epoch [12][2700/3757] lr: 1.000e-02, eta: 7 days, 7:46:57, time: 1.247, data_time: 0.014, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7555, loss_cls: 2.0928, loss: 2.0928, grad_norm: 5.0455 2021-01-28 08:13:59,555 - mmaction - INFO - Epoch [12][2720/3757] lr: 1.000e-02, eta: 7 days, 7:44:33, time: 1.205, data_time: 0.038, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7570, loss_cls: 2.0831, loss: 2.0831, grad_norm: 5.1256 2021-01-28 08:14:22,490 - mmaction - INFO - Epoch [12][2740/3757] lr: 1.000e-02, eta: 7 days, 7:41:59, time: 1.141, data_time: 0.002, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.1048, loss: 2.1048, grad_norm: 5.1828 2021-01-28 08:14:49,497 - mmaction - INFO - Epoch [12][2760/3757] lr: 1.000e-02, eta: 7 days, 7:39:56, time: 1.342, data_time: 0.015, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7492, loss_cls: 2.0879, loss: 2.0879, grad_norm: 5.1070 2021-01-28 08:15:19,087 - mmaction - INFO - Epoch [12][2780/3757] lr: 1.000e-02, eta: 7 days, 7:38:14, time: 1.484, data_time: 0.022, memory: 7136, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.1286, loss: 2.1286, grad_norm: 5.1554 2021-01-28 08:15:52,084 - mmaction - INFO - Epoch [12][2800/3757] lr: 1.000e-02, eta: 7 days, 7:36:58, time: 1.653, data_time: 0.011, memory: 7136, top1_acc: 0.5008, top5_acc: 0.7414, loss_cls: 2.1315, loss: 2.1315, grad_norm: 5.2999 2021-01-28 08:16:25,680 - mmaction - INFO - Epoch [12][2820/3757] lr: 1.000e-02, eta: 7 days, 7:35:42, time: 1.656, data_time: 0.008, memory: 7136, top1_acc: 0.4891, top5_acc: 0.7469, loss_cls: 2.1865, loss: 2.1865, grad_norm: 5.2055 2021-01-28 08:16:57,616 - mmaction - INFO - Epoch [12][2840/3757] lr: 1.000e-02, eta: 7 days, 7:34:19, time: 1.607, data_time: 0.031, memory: 7136, top1_acc: 0.4891, top5_acc: 0.7203, loss_cls: 2.2865, loss: 2.2865, grad_norm: 5.3068 2021-01-28 08:17:29,925 - mmaction - INFO - Epoch [12][2860/3757] lr: 1.000e-02, eta: 7 days, 7:32:54, time: 1.594, data_time: 0.028, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7516, loss_cls: 2.1095, loss: 2.1095, grad_norm: 5.0951 2021-01-28 08:17:57,079 - mmaction - INFO - Epoch [12][2880/3757] lr: 1.000e-02, eta: 7 days, 7:31:00, time: 1.397, data_time: 0.044, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7484, loss_cls: 2.1060, loss: 2.1060, grad_norm: 5.3883 2021-01-28 08:18:25,009 - mmaction - INFO - Epoch [12][2900/3757] lr: 1.000e-02, eta: 7 days, 7:29:01, time: 1.371, data_time: 0.005, memory: 7136, top1_acc: 0.4859, top5_acc: 0.7469, loss_cls: 2.1672, loss: 2.1672, grad_norm: 5.1616 2021-01-28 08:18:52,507 - mmaction - INFO - Epoch [12][2920/3757] lr: 1.000e-02, eta: 7 days, 7:27:06, time: 1.389, data_time: 0.030, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7352, loss_cls: 2.2062, loss: 2.2062, grad_norm: 5.1416 2021-01-28 08:19:31,406 - mmaction - INFO - Epoch [12][2940/3757] lr: 1.000e-02, eta: 7 days, 7:26:35, time: 1.958, data_time: 0.025, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7391, loss_cls: 2.1517, loss: 2.1517, grad_norm: 5.1456 2021-01-28 08:20:08,341 - mmaction - INFO - Epoch [12][2960/3757] lr: 1.000e-02, eta: 7 days, 7:25:43, time: 1.809, data_time: 0.007, memory: 7136, top1_acc: 0.4828, top5_acc: 0.7516, loss_cls: 2.1163, loss: 2.1163, grad_norm: 5.2866 2021-01-28 08:20:32,382 - mmaction - INFO - Epoch [12][2980/3757] lr: 1.000e-02, eta: 7 days, 7:23:22, time: 1.217, data_time: 0.041, memory: 7136, top1_acc: 0.4836, top5_acc: 0.7430, loss_cls: 2.1650, loss: 2.1650, grad_norm: 5.1958 2021-01-28 08:21:20,966 - mmaction - INFO - Epoch [12][3000/3757] lr: 1.000e-02, eta: 7 days, 7:24:04, time: 2.441, data_time: 0.027, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7344, loss_cls: 2.1383, loss: 2.1383, grad_norm: 5.0770 2021-01-28 08:21:50,612 - mmaction - INFO - Epoch [12][3020/3757] lr: 1.000e-02, eta: 7 days, 7:22:23, time: 1.489, data_time: 0.022, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7406, loss_cls: 2.1370, loss: 2.1370, grad_norm: 5.0904 2021-01-28 08:22:13,024 - mmaction - INFO - Epoch [12][3040/3757] lr: 1.000e-02, eta: 7 days, 7:19:49, time: 1.123, data_time: 0.006, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7594, loss_cls: 2.1175, loss: 2.1175, grad_norm: 5.1307 2021-01-28 08:22:39,525 - mmaction - INFO - Epoch [12][3060/3757] lr: 1.000e-02, eta: 7 days, 7:17:43, time: 1.316, data_time: 0.005, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7391, loss_cls: 2.1804, loss: 2.1804, grad_norm: 5.2036 2021-01-28 08:23:09,651 - mmaction - INFO - Epoch [12][3080/3757] lr: 1.000e-02, eta: 7 days, 7:16:06, time: 1.515, data_time: 0.015, memory: 7136, top1_acc: 0.4711, top5_acc: 0.7344, loss_cls: 2.2593, loss: 2.2593, grad_norm: 5.3887 2021-01-28 08:23:38,087 - mmaction - INFO - Epoch [12][3100/3757] lr: 1.000e-02, eta: 7 days, 7:14:16, time: 1.419, data_time: 0.003, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7367, loss_cls: 2.1543, loss: 2.1543, grad_norm: 5.0898 2021-01-28 08:24:17,768 - mmaction - INFO - Epoch [12][3120/3757] lr: 1.000e-02, eta: 7 days, 7:13:48, time: 1.972, data_time: 0.006, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7672, loss_cls: 2.0815, loss: 2.0815, grad_norm: 4.9623 2021-01-28 08:24:56,918 - mmaction - INFO - Epoch [12][3140/3757] lr: 1.000e-02, eta: 7 days, 7:13:17, time: 1.951, data_time: 0.017, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7414, loss_cls: 2.1371, loss: 2.1371, grad_norm: 4.9552 2021-01-28 08:25:40,889 - mmaction - INFO - Epoch [12][3160/3757] lr: 1.000e-02, eta: 7 days, 7:13:23, time: 2.202, data_time: 0.025, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7656, loss_cls: 2.0266, loss: 2.0266, grad_norm: 5.1304 2021-01-28 08:26:11,889 - mmaction - INFO - Epoch [12][3180/3757] lr: 1.000e-02, eta: 7 days, 7:11:54, time: 1.562, data_time: 0.021, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.0891, loss: 2.0891, grad_norm: 4.9584 2021-01-28 08:26:43,225 - mmaction - INFO - Epoch [12][3200/3757] lr: 1.000e-02, eta: 7 days, 7:10:26, time: 1.571, data_time: 0.009, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1376, loss: 2.1376, grad_norm: 5.0878 2021-01-28 08:27:12,139 - mmaction - INFO - Epoch [12][3220/3757] lr: 1.000e-02, eta: 7 days, 7:08:39, time: 1.437, data_time: 0.005, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7492, loss_cls: 2.1264, loss: 2.1264, grad_norm: 4.9835 2021-01-28 08:27:45,538 - mmaction - INFO - Epoch [12][3240/3757] lr: 1.000e-02, eta: 7 days, 7:07:23, time: 1.653, data_time: 0.019, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7664, loss_cls: 2.0667, loss: 2.0667, grad_norm: 5.1055 2021-01-28 08:28:18,003 - mmaction - INFO - Epoch [12][3260/3757] lr: 1.000e-02, eta: 7 days, 7:06:07, time: 1.646, data_time: 0.031, memory: 7136, top1_acc: 0.4891, top5_acc: 0.7344, loss_cls: 2.1898, loss: 2.1898, grad_norm: 5.0564 2021-01-28 08:28:47,132 - mmaction - INFO - Epoch [12][3280/3757] lr: 1.000e-02, eta: 7 days, 7:04:22, time: 1.456, data_time: 0.020, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.1762, loss: 2.1762, grad_norm: 5.4074 2021-01-28 08:29:13,883 - mmaction - INFO - Epoch [12][3300/3757] lr: 1.000e-02, eta: 7 days, 7:02:19, time: 1.330, data_time: 0.007, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7625, loss_cls: 2.0618, loss: 2.0618, grad_norm: 5.1602 2021-01-28 08:29:39,077 - mmaction - INFO - Epoch [12][3320/3757] lr: 1.000e-02, eta: 7 days, 7:00:06, time: 1.260, data_time: 0.022, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7484, loss_cls: 2.1030, loss: 2.1030, grad_norm: 5.0300 2021-01-28 08:30:09,619 - mmaction - INFO - Epoch [12][3340/3757] lr: 1.000e-02, eta: 7 days, 6:58:31, time: 1.524, data_time: 0.016, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7430, loss_cls: 2.1689, loss: 2.1689, grad_norm: 5.2402 2021-01-28 08:30:44,634 - mmaction - INFO - Epoch [12][3360/3757] lr: 1.000e-02, eta: 7 days, 6:57:31, time: 1.751, data_time: 0.023, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7594, loss_cls: 2.0884, loss: 2.0884, grad_norm: 5.1531 2021-01-28 08:31:26,080 - mmaction - INFO - Epoch [12][3380/3757] lr: 1.000e-02, eta: 7 days, 6:57:19, time: 2.082, data_time: 0.020, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7617, loss_cls: 2.0294, loss: 2.0294, grad_norm: 5.1965 2021-01-28 08:32:11,092 - mmaction - INFO - Epoch [12][3400/3757] lr: 1.000e-02, eta: 7 days, 6:57:33, time: 2.255, data_time: 0.010, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7555, loss_cls: 2.0278, loss: 2.0278, grad_norm: 5.0852 2021-01-28 08:32:37,749 - mmaction - INFO - Epoch [12][3420/3757] lr: 1.000e-02, eta: 7 days, 6:55:27, time: 1.307, data_time: 0.005, memory: 7136, top1_acc: 0.4961, top5_acc: 0.7312, loss_cls: 2.1919, loss: 2.1919, grad_norm: 5.1688 2021-01-28 08:33:14,361 - mmaction - INFO - Epoch [12][3440/3757] lr: 1.000e-02, eta: 7 days, 6:54:40, time: 1.841, data_time: 0.035, memory: 7136, top1_acc: 0.5234, top5_acc: 0.7547, loss_cls: 2.0853, loss: 2.0853, grad_norm: 4.9464 2021-01-28 08:33:59,453 - mmaction - INFO - Epoch [12][3460/3757] lr: 1.000e-02, eta: 7 days, 6:54:54, time: 2.258, data_time: 0.025, memory: 7136, top1_acc: 0.4859, top5_acc: 0.7531, loss_cls: 2.1363, loss: 2.1363, grad_norm: 5.3268 2021-01-28 08:34:38,399 - mmaction - INFO - Epoch [12][3480/3757] lr: 1.000e-02, eta: 7 days, 6:54:24, time: 1.955, data_time: 0.018, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7586, loss_cls: 2.0862, loss: 2.0862, grad_norm: 5.1404 2021-01-28 08:35:06,587 - mmaction - INFO - Epoch [12][3500/3757] lr: 1.000e-02, eta: 7 days, 6:52:31, time: 1.396, data_time: 0.010, memory: 7136, top1_acc: 0.4820, top5_acc: 0.7367, loss_cls: 2.1838, loss: 2.1838, grad_norm: 5.3439 2021-01-28 08:35:38,008 - mmaction - INFO - Epoch [12][3520/3757] lr: 1.000e-02, eta: 7 days, 6:51:07, time: 1.591, data_time: 0.024, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7516, loss_cls: 2.2057, loss: 2.2057, grad_norm: 5.2927 2021-01-28 08:36:03,249 - mmaction - INFO - Epoch [12][3540/3757] lr: 1.000e-02, eta: 7 days, 6:48:54, time: 1.258, data_time: 0.006, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7453, loss_cls: 2.1132, loss: 2.1132, grad_norm: 5.0628 2021-01-28 08:36:28,374 - mmaction - INFO - Epoch [12][3560/3757] lr: 1.000e-02, eta: 7 days, 6:46:41, time: 1.258, data_time: 0.007, memory: 7136, top1_acc: 0.5008, top5_acc: 0.7523, loss_cls: 2.1107, loss: 2.1107, grad_norm: 5.2434 2021-01-28 08:36:54,102 - mmaction - INFO - Epoch [12][3580/3757] lr: 1.000e-02, eta: 7 days, 6:44:31, time: 1.282, data_time: 0.005, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7375, loss_cls: 2.1849, loss: 2.1849, grad_norm: 4.9891 2021-01-28 08:37:29,165 - mmaction - INFO - Epoch [12][3600/3757] lr: 1.000e-02, eta: 7 days, 6:43:30, time: 1.745, data_time: 0.017, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7367, loss_cls: 2.1663, loss: 2.1663, grad_norm: 4.9461 2021-01-28 08:38:07,903 - mmaction - INFO - Epoch [12][3620/3757] lr: 1.000e-02, eta: 7 days, 6:42:59, time: 1.945, data_time: 0.033, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7594, loss_cls: 2.0707, loss: 2.0707, grad_norm: 5.0561 2021-01-28 08:38:39,059 - mmaction - INFO - Epoch [12][3640/3757] lr: 1.000e-02, eta: 7 days, 6:41:30, time: 1.557, data_time: 0.015, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7391, loss_cls: 2.1725, loss: 2.1725, grad_norm: 5.0816 2021-01-28 08:39:07,317 - mmaction - INFO - Epoch [12][3660/3757] lr: 1.000e-02, eta: 7 days, 6:39:37, time: 1.394, data_time: 0.010, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7305, loss_cls: 2.1986, loss: 2.1986, grad_norm: 5.0455 2021-01-28 08:39:49,949 - mmaction - INFO - Epoch [12][3680/3757] lr: 1.000e-02, eta: 7 days, 6:39:36, time: 2.150, data_time: 0.030, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7477, loss_cls: 2.0706, loss: 2.0706, grad_norm: 5.1161 2021-01-28 08:40:18,044 - mmaction - INFO - Epoch [12][3700/3757] lr: 1.000e-02, eta: 7 days, 6:37:46, time: 1.413, data_time: 0.011, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7477, loss_cls: 2.1229, loss: 2.1229, grad_norm: 5.2349 2021-01-28 08:40:45,846 - mmaction - INFO - Epoch [12][3720/3757] lr: 1.000e-02, eta: 7 days, 6:35:48, time: 1.356, data_time: 0.009, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7570, loss_cls: 2.0818, loss: 2.0818, grad_norm: 4.7951 2021-01-28 08:41:14,410 - mmaction - INFO - Epoch [12][3740/3757] lr: 1.000e-02, eta: 7 days, 6:34:04, time: 1.454, data_time: 0.049, memory: 7136, top1_acc: 0.4813, top5_acc: 0.7422, loss_cls: 2.1900, loss: 2.1900, grad_norm: 5.2163 2021-01-28 08:41:49,840 - mmaction - INFO - Saving checkpoint at 12 epochs 2021-01-28 10:51:41,041 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-28 10:51:43,799 - mmaction - INFO - top1_acc 0.5983 top5_acc 0.8375 2021-01-28 10:51:43,799 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-28 10:51:44,000 - mmaction - INFO - mean_acc 0.5982 2021-01-28 10:51:44,017 - mmaction - INFO - Now best checkpoint is epoch_12.pth 2021-01-28 10:51:44,095 - mmaction - INFO - Epoch(val) [12][3757] top1_acc: 0.5983, top5_acc: 0.8375, mean_class_accuracy: 0.5982 2021-01-28 10:55:03,846 - mmaction - INFO - Epoch [13][20/3757] lr: 1.000e-02, eta: 7 days, 6:48:41, time: 9.977, data_time: 8.102, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7531, loss_cls: 2.0223, loss: 2.0223, grad_norm: 4.9931 2021-01-28 10:55:27,527 - mmaction - INFO - Epoch [13][40/3757] lr: 1.000e-02, eta: 7 days, 6:46:19, time: 1.191, data_time: 0.008, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7547, loss_cls: 2.0309, loss: 2.0309, grad_norm: 4.8639 2021-01-28 10:55:59,739 - mmaction - INFO - Epoch [13][60/3757] lr: 1.000e-02, eta: 7 days, 6:44:51, time: 1.564, data_time: 0.007, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7609, loss_cls: 1.9803, loss: 1.9803, grad_norm: 4.9120 2021-01-28 10:56:40,546 - mmaction - INFO - Epoch [13][80/3757] lr: 1.000e-02, eta: 7 days, 6:44:36, time: 2.060, data_time: 0.048, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7617, loss_cls: 2.0226, loss: 2.0226, grad_norm: 5.0351 2021-01-28 10:57:21,482 - mmaction - INFO - Epoch [13][100/3757] lr: 1.000e-02, eta: 7 days, 6:44:19, time: 2.050, data_time: 0.033, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7789, loss_cls: 1.9800, loss: 1.9800, grad_norm: 5.0923 2021-01-28 10:57:58,162 - mmaction - INFO - Epoch [13][120/3757] lr: 1.000e-02, eta: 7 days, 6:43:30, time: 1.829, data_time: 0.025, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.0506, loss: 2.0506, grad_norm: 5.1964 2021-01-28 10:58:34,282 - mmaction - INFO - Epoch [13][140/3757] lr: 1.000e-02, eta: 7 days, 6:42:41, time: 1.829, data_time: 0.029, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7562, loss_cls: 2.0822, loss: 2.0822, grad_norm: 5.0685 2021-01-28 10:59:03,599 - mmaction - INFO - Epoch [13][160/3757] lr: 1.000e-02, eta: 7 days, 6:41:00, time: 1.468, data_time: 0.008, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7492, loss_cls: 2.1066, loss: 2.1066, grad_norm: 5.2249 2021-01-28 10:59:33,810 - mmaction - INFO - Epoch [13][180/3757] lr: 1.000e-02, eta: 7 days, 6:39:24, time: 1.508, data_time: 0.005, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7539, loss_cls: 2.1335, loss: 2.1335, grad_norm: 5.3001 2021-01-28 11:00:03,157 - mmaction - INFO - Epoch [13][200/3757] lr: 1.000e-02, eta: 7 days, 6:37:40, time: 1.448, data_time: 0.008, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7422, loss_cls: 2.1504, loss: 2.1504, grad_norm: 5.2254 2021-01-28 11:00:44,116 - mmaction - INFO - Epoch [13][220/3757] lr: 1.000e-02, eta: 7 days, 6:37:23, time: 2.052, data_time: 0.027, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7703, loss_cls: 2.0218, loss: 2.0218, grad_norm: 5.3012 2021-01-28 11:01:21,164 - mmaction - INFO - Epoch [13][240/3757] lr: 1.000e-02, eta: 7 days, 6:36:40, time: 1.866, data_time: 0.026, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7609, loss_cls: 2.0053, loss: 2.0053, grad_norm: 5.3661 2021-01-28 11:01:57,545 - mmaction - INFO - Epoch [13][260/3757] lr: 1.000e-02, eta: 7 days, 6:35:46, time: 1.794, data_time: 0.016, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0232, loss: 2.0232, grad_norm: 4.9586 2021-01-28 11:02:31,252 - mmaction - INFO - Epoch [13][280/3757] lr: 1.000e-02, eta: 7 days, 6:34:39, time: 1.704, data_time: 0.033, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7516, loss_cls: 2.0885, loss: 2.0885, grad_norm: 5.2449 2021-01-28 11:03:09,525 - mmaction - INFO - Epoch [13][300/3757] lr: 1.000e-02, eta: 7 days, 6:34:03, time: 1.914, data_time: 0.014, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7297, loss_cls: 2.1837, loss: 2.1837, grad_norm: 5.2707 2021-01-28 11:03:46,558 - mmaction - INFO - Epoch [13][320/3757] lr: 1.000e-02, eta: 7 days, 6:33:15, time: 1.835, data_time: 0.022, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7578, loss_cls: 2.0690, loss: 2.0690, grad_norm: 4.9899 2021-01-28 11:04:28,547 - mmaction - INFO - Epoch [13][340/3757] lr: 1.000e-02, eta: 7 days, 6:33:08, time: 2.114, data_time: 0.035, memory: 7136, top1_acc: 0.4945, top5_acc: 0.7367, loss_cls: 2.1233, loss: 2.1233, grad_norm: 5.1556 2021-01-28 11:05:13,504 - mmaction - INFO - Epoch [13][360/3757] lr: 1.000e-02, eta: 7 days, 6:33:18, time: 2.238, data_time: 0.021, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7602, loss_cls: 2.0138, loss: 2.0138, grad_norm: 4.9991 2021-01-28 11:05:42,365 - mmaction - INFO - Epoch [13][380/3757] lr: 1.000e-02, eta: 7 days, 6:31:36, time: 1.464, data_time: 0.026, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7633, loss_cls: 2.0282, loss: 2.0282, grad_norm: 5.0653 2021-01-28 11:06:14,629 - mmaction - INFO - Epoch [13][400/3757] lr: 1.000e-02, eta: 7 days, 6:30:13, time: 1.588, data_time: 0.007, memory: 7136, top1_acc: 0.5102, top5_acc: 0.7477, loss_cls: 2.0337, loss: 2.0337, grad_norm: 5.0035 2021-01-28 11:06:57,249 - mmaction - INFO - Epoch [13][420/3757] lr: 1.000e-02, eta: 7 days, 6:30:10, time: 2.143, data_time: 0.034, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7609, loss_cls: 2.0383, loss: 2.0383, grad_norm: 5.2809 2021-01-28 11:07:29,729 - mmaction - INFO - Epoch [13][440/3757] lr: 1.000e-02, eta: 7 days, 6:28:53, time: 1.638, data_time: 0.017, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7516, loss_cls: 2.0650, loss: 2.0650, grad_norm: 5.2012 2021-01-28 11:07:59,897 - mmaction - INFO - Epoch [13][460/3757] lr: 1.000e-02, eta: 7 days, 6:27:15, time: 1.486, data_time: 0.001, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7414, loss_cls: 2.1355, loss: 2.1355, grad_norm: 5.2972 2021-01-28 11:08:27,579 - mmaction - INFO - Epoch [13][480/3757] lr: 1.000e-02, eta: 7 days, 6:25:24, time: 1.398, data_time: 0.025, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7523, loss_cls: 2.0644, loss: 2.0644, grad_norm: 5.0098 2021-01-28 11:09:03,466 - mmaction - INFO - Epoch [13][500/3757] lr: 1.000e-02, eta: 7 days, 6:24:29, time: 1.788, data_time: 0.012, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7625, loss_cls: 2.0326, loss: 2.0326, grad_norm: 5.0343 2021-01-28 11:09:31,359 - mmaction - INFO - Epoch [13][520/3757] lr: 1.000e-02, eta: 7 days, 6:22:39, time: 1.405, data_time: 0.022, memory: 7136, top1_acc: 0.5234, top5_acc: 0.7633, loss_cls: 2.0107, loss: 2.0107, grad_norm: 5.0782 2021-01-28 11:10:05,067 - mmaction - INFO - Epoch [13][540/3757] lr: 1.000e-02, eta: 7 days, 6:21:30, time: 1.689, data_time: 0.011, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.0584, loss: 2.0584, grad_norm: 4.9183 2021-01-28 11:10:36,255 - mmaction - INFO - Epoch [13][560/3757] lr: 1.000e-02, eta: 7 days, 6:20:03, time: 1.560, data_time: 0.006, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7633, loss_cls: 2.0730, loss: 2.0730, grad_norm: 5.0873 2021-01-28 11:11:05,827 - mmaction - INFO - Epoch [13][580/3757] lr: 1.000e-02, eta: 7 days, 6:18:22, time: 1.466, data_time: 0.003, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7414, loss_cls: 2.1411, loss: 2.1411, grad_norm: 5.0853 2021-01-28 11:11:30,243 - mmaction - INFO - Epoch [13][600/3757] lr: 1.000e-02, eta: 7 days, 6:16:07, time: 1.228, data_time: 0.015, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7719, loss_cls: 2.0354, loss: 2.0354, grad_norm: 5.1678 2021-01-28 11:12:13,888 - mmaction - INFO - Epoch [13][620/3757] lr: 1.000e-02, eta: 7 days, 6:16:09, time: 2.184, data_time: 0.008, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7719, loss_cls: 1.9958, loss: 1.9958, grad_norm: 5.2746 2021-01-28 11:12:59,425 - mmaction - INFO - Epoch [13][640/3757] lr: 1.000e-02, eta: 7 days, 6:16:25, time: 2.271, data_time: 0.019, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7250, loss_cls: 2.1425, loss: 2.1425, grad_norm: 5.1610 2021-01-28 11:13:30,248 - mmaction - INFO - Epoch [13][660/3757] lr: 1.000e-02, eta: 7 days, 6:14:52, time: 1.520, data_time: 0.013, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7656, loss_cls: 1.9957, loss: 1.9957, grad_norm: 4.9891 2021-01-28 11:14:02,039 - mmaction - INFO - Epoch [13][680/3757] lr: 1.000e-02, eta: 7 days, 6:13:32, time: 1.610, data_time: 0.037, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7773, loss_cls: 2.0464, loss: 2.0464, grad_norm: 5.1287 2021-01-28 11:14:34,755 - mmaction - INFO - Epoch [13][700/3757] lr: 1.000e-02, eta: 7 days, 6:12:13, time: 1.623, data_time: 0.016, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7555, loss_cls: 2.0864, loss: 2.0864, grad_norm: 5.2050 2021-01-28 11:15:09,152 - mmaction - INFO - Epoch [13][720/3757] lr: 1.000e-02, eta: 7 days, 6:11:12, time: 1.735, data_time: 0.035, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1379, loss: 2.1379, grad_norm: 5.1475 2021-01-28 11:15:31,119 - mmaction - INFO - Epoch [13][740/3757] lr: 1.000e-02, eta: 7 days, 6:08:39, time: 1.104, data_time: 0.014, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7312, loss_cls: 2.1974, loss: 2.1974, grad_norm: 5.2001 2021-01-28 11:15:54,021 - mmaction - INFO - Epoch [13][760/3757] lr: 1.000e-02, eta: 7 days, 6:06:10, time: 1.127, data_time: 0.008, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7609, loss_cls: 2.0606, loss: 2.0606, grad_norm: 5.0385 2021-01-28 11:16:20,522 - mmaction - INFO - Epoch [13][780/3757] lr: 1.000e-02, eta: 7 days, 6:04:07, time: 1.312, data_time: 0.022, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7820, loss_cls: 1.9714, loss: 1.9714, grad_norm: 5.1152 2021-01-28 11:16:44,858 - mmaction - INFO - Epoch [13][800/3757] lr: 1.000e-02, eta: 7 days, 6:01:55, time: 1.247, data_time: 0.037, memory: 7136, top1_acc: 0.5445, top5_acc: 0.7688, loss_cls: 2.0047, loss: 2.0047, grad_norm: 5.0296 2021-01-28 11:17:09,731 - mmaction - INFO - Epoch [13][820/3757] lr: 1.000e-02, eta: 7 days, 5:59:42, time: 1.238, data_time: 0.012, memory: 7136, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9619, loss: 1.9619, grad_norm: 5.0115 2021-01-28 11:17:46,010 - mmaction - INFO - Epoch [13][840/3757] lr: 1.000e-02, eta: 7 days, 5:58:53, time: 1.821, data_time: 0.015, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7539, loss_cls: 2.1072, loss: 2.1072, grad_norm: 5.2111 2021-01-28 11:18:16,534 - mmaction - INFO - Epoch [13][860/3757] lr: 1.000e-02, eta: 7 days, 5:57:21, time: 1.523, data_time: 0.004, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7703, loss_cls: 2.0093, loss: 2.0093, grad_norm: 4.9900 2021-01-28 11:18:43,793 - mmaction - INFO - Epoch [13][880/3757] lr: 1.000e-02, eta: 7 days, 5:55:25, time: 1.356, data_time: 0.009, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.0532, loss: 2.0532, grad_norm: 4.8992 2021-01-28 11:19:11,001 - mmaction - INFO - Epoch [13][900/3757] lr: 1.000e-02, eta: 7 days, 5:53:31, time: 1.369, data_time: 0.020, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7500, loss_cls: 2.1117, loss: 2.1117, grad_norm: 5.0907 2021-01-28 11:19:40,704 - mmaction - INFO - Epoch [13][920/3757] lr: 1.000e-02, eta: 7 days, 5:51:52, time: 1.476, data_time: 0.007, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.0771, loss: 2.0771, grad_norm: 5.0949 2021-01-28 11:20:05,658 - mmaction - INFO - Epoch [13][940/3757] lr: 1.000e-02, eta: 7 days, 5:49:41, time: 1.246, data_time: 0.016, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7719, loss_cls: 2.0367, loss: 2.0367, grad_norm: 5.1138 2021-01-28 11:20:38,839 - mmaction - INFO - Epoch [13][960/3757] lr: 1.000e-02, eta: 7 days, 5:48:28, time: 1.656, data_time: 0.017, memory: 7136, top1_acc: 0.4930, top5_acc: 0.7453, loss_cls: 2.1394, loss: 2.1394, grad_norm: 5.0964 2021-01-28 11:21:28,357 - mmaction - INFO - Epoch [13][980/3757] lr: 1.000e-02, eta: 7 days, 5:49:15, time: 2.488, data_time: 0.710, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7547, loss_cls: 2.0495, loss: 2.0495, grad_norm: 4.8555 2021-01-28 11:22:05,214 - mmaction - INFO - Epoch [13][1000/3757] lr: 1.000e-02, eta: 7 days, 5:48:27, time: 1.832, data_time: 0.009, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7641, loss_cls: 2.0271, loss: 2.0271, grad_norm: 5.1779 2021-01-28 11:22:39,343 - mmaction - INFO - Epoch [13][1020/3757] lr: 1.000e-02, eta: 7 days, 5:47:23, time: 1.713, data_time: 0.020, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7594, loss_cls: 2.0545, loss: 2.0545, grad_norm: 5.1203 2021-01-28 11:23:20,778 - mmaction - INFO - Epoch [13][1040/3757] lr: 1.000e-02, eta: 7 days, 5:47:11, time: 2.080, data_time: 0.011, memory: 7136, top1_acc: 0.5023, top5_acc: 0.7594, loss_cls: 2.1016, loss: 2.1016, grad_norm: 5.2153 2021-01-28 11:23:55,253 - mmaction - INFO - Epoch [13][1060/3757] lr: 1.000e-02, eta: 7 days, 5:46:08, time: 1.725, data_time: 0.006, memory: 7136, top1_acc: 0.5102, top5_acc: 0.7570, loss_cls: 2.1130, loss: 2.1130, grad_norm: 5.0841 2021-01-28 11:24:22,065 - mmaction - INFO - Epoch [13][1080/3757] lr: 1.000e-02, eta: 7 days, 5:44:10, time: 1.334, data_time: 0.005, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7516, loss_cls: 2.0391, loss: 2.0391, grad_norm: 5.0666 2021-01-28 11:24:51,098 - mmaction - INFO - Epoch [13][1100/3757] lr: 1.000e-02, eta: 7 days, 5:42:27, time: 1.446, data_time: 0.013, memory: 7136, top1_acc: 0.4883, top5_acc: 0.7477, loss_cls: 2.1460, loss: 2.1460, grad_norm: 5.1807 2021-01-28 11:25:26,694 - mmaction - INFO - Epoch [13][1120/3757] lr: 1.000e-02, eta: 7 days, 5:41:30, time: 1.766, data_time: 0.017, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7594, loss_cls: 2.0340, loss: 2.0340, grad_norm: 5.1388 2021-01-28 11:26:09,918 - mmaction - INFO - Epoch [13][1140/3757] lr: 1.000e-02, eta: 7 days, 5:41:31, time: 2.171, data_time: 0.031, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7570, loss_cls: 2.0426, loss: 2.0426, grad_norm: 5.1406 2021-01-28 11:26:48,941 - mmaction - INFO - Epoch [13][1160/3757] lr: 1.000e-02, eta: 7 days, 5:41:03, time: 1.968, data_time: 0.026, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7484, loss_cls: 2.1218, loss: 2.1218, grad_norm: 5.0605 2021-01-28 11:27:20,897 - mmaction - INFO - Epoch [13][1180/3757] lr: 1.000e-02, eta: 7 days, 5:39:38, time: 1.568, data_time: 0.005, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7609, loss_cls: 2.0608, loss: 2.0608, grad_norm: 5.0917 2021-01-28 11:27:55,789 - mmaction - INFO - Epoch [13][1200/3757] lr: 1.000e-02, eta: 7 days, 5:38:43, time: 1.774, data_time: 0.035, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7430, loss_cls: 2.0815, loss: 2.0815, grad_norm: 5.0772 2021-01-28 11:28:27,154 - mmaction - INFO - Epoch [13][1220/3757] lr: 1.000e-02, eta: 7 days, 5:37:17, time: 1.564, data_time: 0.010, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7570, loss_cls: 2.0578, loss: 2.0578, grad_norm: 5.3165 2021-01-28 11:28:53,316 - mmaction - INFO - Epoch [13][1240/3757] lr: 1.000e-02, eta: 7 days, 5:35:13, time: 1.286, data_time: 0.007, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7336, loss_cls: 2.1523, loss: 2.1523, grad_norm: 5.4409 2021-01-28 11:29:34,739 - mmaction - INFO - Epoch [13][1260/3757] lr: 1.000e-02, eta: 7 days, 5:35:03, time: 2.095, data_time: 0.028, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7320, loss_cls: 2.2116, loss: 2.2116, grad_norm: 5.2327 2021-01-28 11:30:13,543 - mmaction - INFO - Epoch [13][1280/3757] lr: 1.000e-02, eta: 7 days, 5:34:30, time: 1.935, data_time: 0.002, memory: 7136, top1_acc: 0.4930, top5_acc: 0.7539, loss_cls: 2.1582, loss: 2.1582, grad_norm: 5.2091 2021-01-28 11:30:49,652 - mmaction - INFO - Epoch [13][1300/3757] lr: 1.000e-02, eta: 7 days, 5:33:40, time: 1.809, data_time: 0.010, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7344, loss_cls: 2.1693, loss: 2.1693, grad_norm: 5.1588 2021-01-28 11:31:20,586 - mmaction - INFO - Epoch [13][1320/3757] lr: 1.000e-02, eta: 7 days, 5:32:09, time: 1.529, data_time: 0.006, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7664, loss_cls: 2.0516, loss: 2.0516, grad_norm: 5.0930 2021-01-28 11:31:51,652 - mmaction - INFO - Epoch [13][1340/3757] lr: 1.000e-02, eta: 7 days, 5:30:39, time: 1.531, data_time: 0.024, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7562, loss_cls: 2.1047, loss: 2.1047, grad_norm: 5.1016 2021-01-28 11:32:31,906 - mmaction - INFO - Epoch [13][1360/3757] lr: 1.000e-02, eta: 7 days, 5:30:23, time: 2.048, data_time: 0.047, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7570, loss_cls: 2.0278, loss: 2.0278, grad_norm: 4.9949 2021-01-28 11:33:08,126 - mmaction - INFO - Epoch [13][1380/3757] lr: 1.000e-02, eta: 7 days, 5:29:33, time: 1.816, data_time: 0.011, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7445, loss_cls: 2.1212, loss: 2.1212, grad_norm: 5.3236 2021-01-28 11:33:37,937 - mmaction - INFO - Epoch [13][1400/3757] lr: 1.000e-02, eta: 7 days, 5:27:55, time: 1.471, data_time: 0.008, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7523, loss_cls: 2.0453, loss: 2.0453, grad_norm: 5.1452 2021-01-28 11:34:08,701 - mmaction - INFO - Epoch [13][1420/3757] lr: 1.000e-02, eta: 7 days, 5:26:30, time: 1.561, data_time: 0.030, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7586, loss_cls: 2.0865, loss: 2.0865, grad_norm: 5.1308 2021-01-28 11:34:47,349 - mmaction - INFO - Epoch [13][1440/3757] lr: 1.000e-02, eta: 7 days, 5:25:57, time: 1.931, data_time: 0.004, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7594, loss_cls: 2.0538, loss: 2.0538, grad_norm: 5.0669 2021-01-28 11:35:29,180 - mmaction - INFO - Epoch [13][1460/3757] lr: 1.000e-02, eta: 7 days, 5:25:44, time: 2.076, data_time: 0.009, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7484, loss_cls: 2.1257, loss: 2.1257, grad_norm: 5.0693 2021-01-28 11:36:06,441 - mmaction - INFO - Epoch [13][1480/3757] lr: 1.000e-02, eta: 7 days, 5:25:03, time: 1.874, data_time: 0.020, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7570, loss_cls: 2.0618, loss: 2.0618, grad_norm: 5.2412 2021-01-28 11:36:39,655 - mmaction - INFO - Epoch [13][1500/3757] lr: 1.000e-02, eta: 7 days, 5:23:49, time: 1.644, data_time: 0.018, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1619, loss: 2.1619, grad_norm: 5.1776 2021-01-28 11:37:10,785 - mmaction - INFO - Epoch [13][1520/3757] lr: 1.000e-02, eta: 7 days, 5:22:25, time: 1.571, data_time: 0.025, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7555, loss_cls: 2.1055, loss: 2.1055, grad_norm: 5.1145 2021-01-28 11:37:51,586 - mmaction - INFO - Epoch [13][1540/3757] lr: 1.000e-02, eta: 7 days, 5:22:07, time: 2.036, data_time: 0.010, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7727, loss_cls: 1.9953, loss: 1.9953, grad_norm: 5.1773 2021-01-28 11:38:22,970 - mmaction - INFO - Epoch [13][1560/3757] lr: 1.000e-02, eta: 7 days, 5:20:42, time: 1.566, data_time: 0.014, memory: 7136, top1_acc: 0.5023, top5_acc: 0.7500, loss_cls: 2.1134, loss: 2.1134, grad_norm: 5.2300 2021-01-28 11:38:53,111 - mmaction - INFO - Epoch [13][1580/3757] lr: 1.000e-02, eta: 7 days, 5:19:10, time: 1.508, data_time: 0.017, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7602, loss_cls: 2.0203, loss: 2.0203, grad_norm: 5.0122 2021-01-28 11:39:33,330 - mmaction - INFO - Epoch [13][1600/3757] lr: 1.000e-02, eta: 7 days, 5:18:49, time: 2.017, data_time: 0.016, memory: 7136, top1_acc: 0.4852, top5_acc: 0.7430, loss_cls: 2.1957, loss: 2.1957, grad_norm: 5.2491 2021-01-28 11:40:07,266 - mmaction - INFO - Epoch [13][1620/3757] lr: 1.000e-02, eta: 7 days, 5:17:40, time: 1.675, data_time: 0.010, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7578, loss_cls: 2.0643, loss: 2.0643, grad_norm: 5.1962 2021-01-28 11:40:38,365 - mmaction - INFO - Epoch [13][1640/3757] lr: 1.000e-02, eta: 7 days, 5:16:16, time: 1.574, data_time: 0.032, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7453, loss_cls: 2.0863, loss: 2.0863, grad_norm: 5.0901 2021-01-28 11:41:10,910 - mmaction - INFO - Epoch [13][1660/3757] lr: 1.000e-02, eta: 7 days, 5:15:02, time: 1.635, data_time: 0.013, memory: 7136, top1_acc: 0.5102, top5_acc: 0.7383, loss_cls: 2.1516, loss: 2.1516, grad_norm: 5.0548 2021-01-28 11:41:40,428 - mmaction - INFO - Epoch [13][1680/3757] lr: 1.000e-02, eta: 7 days, 5:13:24, time: 1.473, data_time: 0.006, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7609, loss_cls: 2.0262, loss: 2.0262, grad_norm: 5.0655 2021-01-28 11:42:13,940 - mmaction - INFO - Epoch [13][1700/3757] lr: 1.000e-02, eta: 7 days, 5:12:16, time: 1.681, data_time: 0.013, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7453, loss_cls: 2.1011, loss: 2.1011, grad_norm: 5.0268 2021-01-28 11:43:04,231 - mmaction - INFO - Epoch [13][1720/3757] lr: 1.000e-02, eta: 7 days, 5:13:04, time: 2.503, data_time: 0.020, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7570, loss_cls: 2.0789, loss: 2.0789, grad_norm: 5.1851 2021-01-28 11:43:37,644 - mmaction - INFO - Epoch [13][1740/3757] lr: 1.000e-02, eta: 7 days, 5:11:54, time: 1.670, data_time: 0.016, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7617, loss_cls: 2.0359, loss: 2.0359, grad_norm: 5.1304 2021-01-28 11:44:16,402 - mmaction - INFO - Epoch [13][1760/3757] lr: 1.000e-02, eta: 7 days, 5:11:21, time: 1.932, data_time: 0.014, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7633, loss_cls: 2.0631, loss: 2.0631, grad_norm: 5.3049 2021-01-28 11:45:01,298 - mmaction - INFO - Epoch [13][1780/3757] lr: 1.000e-02, eta: 7 days, 5:11:35, time: 2.262, data_time: 0.019, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7523, loss_cls: 2.1216, loss: 2.1216, grad_norm: 5.1654 2021-01-28 11:45:38,784 - mmaction - INFO - Epoch [13][1800/3757] lr: 1.000e-02, eta: 7 days, 5:10:53, time: 1.871, data_time: 0.009, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7703, loss_cls: 2.0024, loss: 2.0024, grad_norm: 5.0605 2021-01-28 11:46:15,469 - mmaction - INFO - Epoch [13][1820/3757] lr: 1.000e-02, eta: 7 days, 5:10:05, time: 1.824, data_time: 0.006, memory: 7136, top1_acc: 0.4836, top5_acc: 0.7445, loss_cls: 2.1508, loss: 2.1508, grad_norm: 5.2470 2021-01-28 11:46:43,396 - mmaction - INFO - Epoch [13][1840/3757] lr: 1.000e-02, eta: 7 days, 5:08:17, time: 1.391, data_time: 0.018, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7555, loss_cls: 2.0996, loss: 2.0996, grad_norm: 5.0900 2021-01-28 11:47:11,315 - mmaction - INFO - Epoch [13][1860/3757] lr: 1.000e-02, eta: 7 days, 5:06:29, time: 1.397, data_time: 0.021, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7656, loss_cls: 2.0790, loss: 2.0790, grad_norm: 5.2662 2021-01-28 11:47:47,501 - mmaction - INFO - Epoch [13][1880/3757] lr: 1.000e-02, eta: 7 days, 5:05:41, time: 1.824, data_time: 0.021, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7484, loss_cls: 2.1311, loss: 2.1311, grad_norm: 5.2874 2021-01-28 11:48:16,252 - mmaction - INFO - Epoch [13][1900/3757] lr: 1.000e-02, eta: 7 days, 5:03:58, time: 1.431, data_time: 0.004, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7609, loss_cls: 2.0658, loss: 2.0658, grad_norm: 4.9820 2021-01-28 11:48:51,458 - mmaction - INFO - Epoch [13][1920/3757] lr: 1.000e-02, eta: 7 days, 5:03:01, time: 1.762, data_time: 0.016, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7523, loss_cls: 2.1293, loss: 2.1293, grad_norm: 5.1881 2021-01-28 11:49:19,211 - mmaction - INFO - Epoch [13][1940/3757] lr: 1.000e-02, eta: 7 days, 5:01:12, time: 1.380, data_time: 0.011, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7727, loss_cls: 2.0299, loss: 2.0299, grad_norm: 5.0363 2021-01-28 11:49:50,215 - mmaction - INFO - Epoch [13][1960/3757] lr: 1.000e-02, eta: 7 days, 4:59:45, time: 1.549, data_time: 0.017, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7758, loss_cls: 2.0346, loss: 2.0346, grad_norm: 5.0436 2021-01-28 11:50:24,672 - mmaction - INFO - Epoch [13][1980/3757] lr: 1.000e-02, eta: 7 days, 4:58:44, time: 1.726, data_time: 0.022, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7648, loss_cls: 2.0794, loss: 2.0794, grad_norm: 5.1479 2021-01-28 11:50:53,750 - mmaction - INFO - Epoch [13][2000/3757] lr: 1.000e-02, eta: 7 days, 4:57:03, time: 1.445, data_time: 0.016, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7438, loss_cls: 2.1276, loss: 2.1276, grad_norm: 5.1640 2021-01-28 11:51:30,986 - mmaction - INFO - Epoch [13][2020/3757] lr: 1.000e-02, eta: 7 days, 4:56:21, time: 1.861, data_time: 0.036, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7500, loss_cls: 2.1375, loss: 2.1375, grad_norm: 5.3384 2021-01-28 11:52:13,861 - mmaction - INFO - Epoch [13][2040/3757] lr: 1.000e-02, eta: 7 days, 4:56:15, time: 2.129, data_time: 0.033, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7641, loss_cls: 2.0082, loss: 2.0082, grad_norm: 5.0398 2021-01-28 11:52:47,897 - mmaction - INFO - Epoch [13][2060/3757] lr: 1.000e-02, eta: 7 days, 4:55:15, time: 1.735, data_time: 0.038, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7602, loss_cls: 2.0312, loss: 2.0312, grad_norm: 4.9262 2021-01-28 11:53:33,464 - mmaction - INFO - Epoch [13][2080/3757] lr: 1.000e-02, eta: 7 days, 4:55:30, time: 2.275, data_time: 0.011, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1415, loss: 2.1415, grad_norm: 5.0752 2021-01-28 11:54:14,442 - mmaction - INFO - Epoch [13][2100/3757] lr: 1.000e-02, eta: 7 days, 4:55:15, time: 2.055, data_time: 0.009, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7297, loss_cls: 2.1551, loss: 2.1551, grad_norm: 5.1372 2021-01-28 11:54:56,696 - mmaction - INFO - Epoch [13][2120/3757] lr: 1.000e-02, eta: 7 days, 4:55:06, time: 2.101, data_time: 0.023, memory: 7136, top1_acc: 0.5445, top5_acc: 0.7805, loss_cls: 1.9538, loss: 1.9538, grad_norm: 4.9693 2021-01-28 11:55:27,811 - mmaction - INFO - Epoch [13][2140/3757] lr: 1.000e-02, eta: 7 days, 4:53:40, time: 1.554, data_time: 0.015, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7594, loss_cls: 2.1201, loss: 2.1201, grad_norm: 5.2380 2021-01-28 11:56:00,157 - mmaction - INFO - Epoch [13][2160/3757] lr: 1.000e-02, eta: 7 days, 4:52:25, time: 1.626, data_time: 0.016, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.1477, loss: 2.1477, grad_norm: 4.9762 2021-01-28 11:56:36,128 - mmaction - INFO - Epoch [13][2180/3757] lr: 1.000e-02, eta: 7 days, 4:51:31, time: 1.777, data_time: 0.012, memory: 7136, top1_acc: 0.4711, top5_acc: 0.7398, loss_cls: 2.2270, loss: 2.2270, grad_norm: 5.1528 2021-01-28 11:57:13,396 - mmaction - INFO - Epoch [13][2200/3757] lr: 1.000e-02, eta: 7 days, 4:50:50, time: 1.872, data_time: 0.028, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7586, loss_cls: 2.0269, loss: 2.0269, grad_norm: 5.0112 2021-01-28 11:57:50,034 - mmaction - INFO - Epoch [13][2220/3757] lr: 1.000e-02, eta: 7 days, 4:50:04, time: 1.837, data_time: 0.019, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7586, loss_cls: 2.1716, loss: 2.1716, grad_norm: 5.0657 2021-01-28 11:58:18,179 - mmaction - INFO - Epoch [13][2240/3757] lr: 1.000e-02, eta: 7 days, 4:48:17, time: 1.401, data_time: 0.014, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7586, loss_cls: 2.0477, loss: 2.0477, grad_norm: 4.9168 2021-01-28 11:58:50,811 - mmaction - INFO - Epoch [13][2260/3757] lr: 1.000e-02, eta: 7 days, 4:47:05, time: 1.649, data_time: 0.025, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7320, loss_cls: 2.1419, loss: 2.1419, grad_norm: 5.0475 2021-01-28 11:59:20,660 - mmaction - INFO - Epoch [13][2280/3757] lr: 1.000e-02, eta: 7 days, 4:45:30, time: 1.481, data_time: 0.005, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7609, loss_cls: 2.0225, loss: 2.0225, grad_norm: 4.8835 2021-01-28 11:59:52,502 - mmaction - INFO - Epoch [13][2300/3757] lr: 1.000e-02, eta: 7 days, 4:44:12, time: 1.603, data_time: 0.017, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7477, loss_cls: 2.0639, loss: 2.0639, grad_norm: 5.0090 2021-01-28 12:00:21,117 - mmaction - INFO - Epoch [13][2320/3757] lr: 1.000e-02, eta: 7 days, 4:42:29, time: 1.426, data_time: 0.017, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7555, loss_cls: 2.0696, loss: 2.0696, grad_norm: 5.0162 2021-01-28 12:00:52,219 - mmaction - INFO - Epoch [13][2340/3757] lr: 1.000e-02, eta: 7 days, 4:41:03, time: 1.544, data_time: 0.012, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7617, loss_cls: 2.0886, loss: 2.0886, grad_norm: 5.1545 2021-01-28 12:01:27,755 - mmaction - INFO - Epoch [13][2360/3757] lr: 1.000e-02, eta: 7 days, 4:40:11, time: 1.795, data_time: 0.024, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7617, loss_cls: 2.0401, loss: 2.0401, grad_norm: 5.0729 2021-01-28 12:02:02,619 - mmaction - INFO - Epoch [13][2380/3757] lr: 1.000e-02, eta: 7 days, 4:39:12, time: 1.742, data_time: 0.008, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7398, loss_cls: 2.1017, loss: 2.1017, grad_norm: 4.9861 2021-01-28 12:02:34,888 - mmaction - INFO - Epoch [13][2400/3757] lr: 1.000e-02, eta: 7 days, 4:37:55, time: 1.610, data_time: 0.003, memory: 7136, top1_acc: 0.5023, top5_acc: 0.7406, loss_cls: 2.1636, loss: 2.1636, grad_norm: 4.9990 2021-01-28 12:02:59,597 - mmaction - INFO - Epoch [13][2420/3757] lr: 1.000e-02, eta: 7 days, 4:35:46, time: 1.233, data_time: 0.008, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7617, loss_cls: 2.0272, loss: 2.0272, grad_norm: 5.0122 2021-01-28 12:03:28,210 - mmaction - INFO - Epoch [13][2440/3757] lr: 1.000e-02, eta: 7 days, 4:34:05, time: 1.431, data_time: 0.009, memory: 7136, top1_acc: 0.5156, top5_acc: 0.7648, loss_cls: 2.0047, loss: 2.0047, grad_norm: 5.1253 2021-01-28 12:04:16,065 - mmaction - INFO - Epoch [13][2460/3757] lr: 1.000e-02, eta: 7 days, 4:34:35, time: 2.388, data_time: 0.010, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7539, loss_cls: 2.0738, loss: 2.0738, grad_norm: 5.0609 2021-01-28 12:04:52,933 - mmaction - INFO - Epoch [13][2480/3757] lr: 1.000e-02, eta: 7 days, 4:33:51, time: 1.850, data_time: 0.014, memory: 7136, top1_acc: 0.4789, top5_acc: 0.7352, loss_cls: 2.2222, loss: 2.2222, grad_norm: 5.1676 2021-01-28 12:05:17,732 - mmaction - INFO - Epoch [13][2500/3757] lr: 1.000e-02, eta: 7 days, 4:31:41, time: 1.226, data_time: 0.007, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7688, loss_cls: 2.0186, loss: 2.0186, grad_norm: 5.2298 2021-01-28 12:05:45,350 - mmaction - INFO - Epoch [13][2520/3757] lr: 1.000e-02, eta: 7 days, 4:29:55, time: 1.393, data_time: 0.020, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7367, loss_cls: 2.1519, loss: 2.1519, grad_norm: 5.0874 2021-01-28 12:06:17,188 - mmaction - INFO - Epoch [13][2540/3757] lr: 1.000e-02, eta: 7 days, 4:28:36, time: 1.596, data_time: 0.007, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7602, loss_cls: 2.0565, loss: 2.0565, grad_norm: 5.1480 2021-01-28 12:06:57,171 - mmaction - INFO - Epoch [13][2560/3757] lr: 1.000e-02, eta: 7 days, 4:28:10, time: 1.980, data_time: 0.007, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7664, loss_cls: 1.9908, loss: 1.9908, grad_norm: 4.9949 2021-01-28 12:07:31,576 - mmaction - INFO - Epoch [13][2580/3757] lr: 1.000e-02, eta: 7 days, 4:27:06, time: 1.705, data_time: 0.024, memory: 7136, top1_acc: 0.5102, top5_acc: 0.7453, loss_cls: 2.0973, loss: 2.0973, grad_norm: 5.0226 2021-01-28 12:08:09,090 - mmaction - INFO - Epoch [13][2600/3757] lr: 1.000e-02, eta: 7 days, 4:26:30, time: 1.900, data_time: 0.038, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7547, loss_cls: 2.0597, loss: 2.0597, grad_norm: 4.9709 2021-01-28 12:08:42,007 - mmaction - INFO - Epoch [13][2620/3757] lr: 1.000e-02, eta: 7 days, 4:25:19, time: 1.656, data_time: 0.017, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7406, loss_cls: 2.1330, loss: 2.1330, grad_norm: 5.3496 2021-01-28 12:09:17,444 - mmaction - INFO - Epoch [13][2640/3757] lr: 1.000e-02, eta: 7 days, 4:24:24, time: 1.763, data_time: 0.009, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1482, loss: 2.1482, grad_norm: 5.3316 2021-01-28 12:09:32,607 - mmaction - INFO - Epoch [13][2660/3757] lr: 1.000e-02, eta: 7 days, 4:21:11, time: 0.768, data_time: 0.089, memory: 7136, top1_acc: 0.5008, top5_acc: 0.7406, loss_cls: 2.1069, loss: 2.1069, grad_norm: 5.0775 2021-01-28 12:09:41,397 - mmaction - INFO - Epoch [13][2680/3757] lr: 1.000e-02, eta: 7 days, 4:17:14, time: 0.439, data_time: 0.001, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7742, loss_cls: 2.0033, loss: 2.0033, grad_norm: 5.1743 2021-01-28 12:09:50,172 - mmaction - INFO - Epoch [13][2700/3757] lr: 1.000e-02, eta: 7 days, 4:13:17, time: 0.439, data_time: 0.001, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7641, loss_cls: 2.0114, loss: 2.0114, grad_norm: 5.4651 2021-01-28 12:09:58,983 - mmaction - INFO - Epoch [13][2720/3757] lr: 1.000e-02, eta: 7 days, 4:09:20, time: 0.441, data_time: 0.001, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7570, loss_cls: 2.0822, loss: 2.0822, grad_norm: 5.1769 2021-01-28 12:10:07,678 - mmaction - INFO - Epoch [13][2740/3757] lr: 1.000e-02, eta: 7 days, 4:05:23, time: 0.435, data_time: 0.001, memory: 7136, top1_acc: 0.5234, top5_acc: 0.7523, loss_cls: 2.0822, loss: 2.0822, grad_norm: 5.1125 2021-01-28 12:10:16,403 - mmaction - INFO - Epoch [13][2760/3757] lr: 1.000e-02, eta: 7 days, 4:01:26, time: 0.436, data_time: 0.000, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7562, loss_cls: 2.0808, loss: 2.0808, grad_norm: 5.1521 2021-01-28 12:10:25,189 - mmaction - INFO - Epoch [13][2780/3757] lr: 1.000e-02, eta: 7 days, 3:57:29, time: 0.439, data_time: 0.001, memory: 7136, top1_acc: 0.4961, top5_acc: 0.7273, loss_cls: 2.2116, loss: 2.2116, grad_norm: 5.1604 2021-01-28 12:10:33,907 - mmaction - INFO - Epoch [13][2800/3757] lr: 1.000e-02, eta: 7 days, 3:53:33, time: 0.436, data_time: 0.000, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7445, loss_cls: 2.0214, loss: 2.0214, grad_norm: 4.9978 2021-01-28 12:10:42,724 - mmaction - INFO - Epoch [13][2820/3757] lr: 1.000e-02, eta: 7 days, 3:49:37, time: 0.440, data_time: 0.000, memory: 7136, top1_acc: 0.4891, top5_acc: 0.7289, loss_cls: 2.1830, loss: 2.1830, grad_norm: 5.1658 2021-01-28 12:10:51,842 - mmaction - INFO - Epoch [13][2840/3757] lr: 1.000e-02, eta: 7 days, 3:45:43, time: 0.456, data_time: 0.001, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.0965, loss: 2.0965, grad_norm: 5.2171 2021-01-28 12:11:01,032 - mmaction - INFO - Epoch [13][2860/3757] lr: 1.000e-02, eta: 7 days, 3:41:51, time: 0.459, data_time: 0.001, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7461, loss_cls: 2.1051, loss: 2.1051, grad_norm: 4.9522 2021-01-28 12:11:09,877 - mmaction - INFO - Epoch [13][2880/3757] lr: 1.000e-02, eta: 7 days, 3:37:55, time: 0.442, data_time: 0.001, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7352, loss_cls: 2.1278, loss: 2.1278, grad_norm: 5.1447 2021-01-28 12:11:18,794 - mmaction - INFO - Epoch [13][2900/3757] lr: 1.000e-02, eta: 7 days, 3:34:01, time: 0.447, data_time: 0.001, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7438, loss_cls: 2.1024, loss: 2.1024, grad_norm: 4.9638 2021-01-28 12:11:28,112 - mmaction - INFO - Epoch [13][2920/3757] lr: 1.000e-02, eta: 7 days, 3:30:10, time: 0.466, data_time: 0.001, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7562, loss_cls: 2.0746, loss: 2.0746, grad_norm: 5.0954 2021-01-28 12:11:37,965 - mmaction - INFO - Epoch [13][2940/3757] lr: 1.000e-02, eta: 7 days, 3:26:22, time: 0.491, data_time: 0.001, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7695, loss_cls: 2.0558, loss: 2.0558, grad_norm: 5.1124 2021-01-28 12:12:04,376 - mmaction - INFO - Epoch [13][2960/3757] lr: 1.000e-02, eta: 7 days, 3:24:28, time: 1.322, data_time: 0.002, memory: 7136, top1_acc: 0.5156, top5_acc: 0.7547, loss_cls: 2.0674, loss: 2.0674, grad_norm: 5.1334 2021-01-28 12:12:20,946 - mmaction - INFO - Epoch [13][2980/3757] lr: 1.000e-02, eta: 7 days, 3:21:26, time: 0.828, data_time: 0.389, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7516, loss_cls: 2.0829, loss: 2.0829, grad_norm: 5.1562 2021-01-28 12:12:29,658 - mmaction - INFO - Epoch [13][3000/3757] lr: 1.000e-02, eta: 7 days, 3:17:32, time: 0.436, data_time: 0.001, memory: 7136, top1_acc: 0.4945, top5_acc: 0.7359, loss_cls: 2.1536, loss: 2.1536, grad_norm: 5.1756 2021-01-28 12:12:38,483 - mmaction - INFO - Epoch [13][3020/3757] lr: 1.000e-02, eta: 7 days, 3:13:37, time: 0.440, data_time: 0.000, memory: 7136, top1_acc: 0.5008, top5_acc: 0.7430, loss_cls: 2.1250, loss: 2.1250, grad_norm: 5.3452 2021-01-28 12:12:48,091 - mmaction - INFO - Epoch [13][3040/3757] lr: 1.000e-02, eta: 7 days, 3:09:49, time: 0.481, data_time: 0.001, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7680, loss_cls: 2.0233, loss: 2.0233, grad_norm: 5.2565 2021-01-28 12:13:14,087 - mmaction - INFO - Epoch [13][3060/3757] lr: 1.000e-02, eta: 7 days, 3:07:53, time: 1.300, data_time: 0.001, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9959, loss: 1.9959, grad_norm: 4.9650 2021-01-28 12:13:23,764 - mmaction - INFO - Epoch [13][3080/3757] lr: 1.000e-02, eta: 7 days, 3:04:05, time: 0.483, data_time: 0.001, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7711, loss_cls: 2.0365, loss: 2.0365, grad_norm: 5.1961 2021-01-28 12:13:33,344 - mmaction - INFO - Epoch [13][3100/3757] lr: 1.000e-02, eta: 7 days, 3:00:17, time: 0.479, data_time: 0.002, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7336, loss_cls: 2.1299, loss: 2.1299, grad_norm: 5.2194 2021-01-28 12:13:43,382 - mmaction - INFO - Epoch [13][3120/3757] lr: 1.000e-02, eta: 7 days, 2:56:32, time: 0.500, data_time: 0.001, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7570, loss_cls: 2.0576, loss: 2.0576, grad_norm: 5.2077 2021-01-28 12:14:08,008 - mmaction - INFO - Epoch [13][3140/3757] lr: 1.000e-02, eta: 7 days, 2:54:26, time: 1.232, data_time: 0.003, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7359, loss_cls: 2.1051, loss: 2.1051, grad_norm: 5.2119 2021-01-28 12:14:19,328 - mmaction - INFO - Epoch [13][3160/3757] lr: 1.000e-02, eta: 7 days, 2:50:50, time: 0.567, data_time: 0.003, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7617, loss_cls: 2.0504, loss: 2.0504, grad_norm: 4.9941 2021-01-28 12:14:30,540 - mmaction - INFO - Epoch [13][3180/3757] lr: 1.000e-02, eta: 7 days, 2:47:14, time: 0.562, data_time: 0.002, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7719, loss_cls: 2.0463, loss: 2.0463, grad_norm: 5.3868 2021-01-28 12:14:41,911 - mmaction - INFO - Epoch [13][3200/3757] lr: 1.000e-02, eta: 7 days, 2:43:39, time: 0.568, data_time: 0.003, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7516, loss_cls: 2.0875, loss: 2.0875, grad_norm: 5.0759 2021-01-28 12:14:50,609 - mmaction - INFO - Epoch [13][3220/3757] lr: 1.000e-02, eta: 7 days, 2:39:46, time: 0.436, data_time: 0.001, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7656, loss_cls: 2.0745, loss: 2.0745, grad_norm: 5.0004 2021-01-28 12:14:59,337 - mmaction - INFO - Epoch [13][3240/3757] lr: 1.000e-02, eta: 7 days, 2:35:53, time: 0.436, data_time: 0.000, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7523, loss_cls: 2.1048, loss: 2.1048, grad_norm: 5.0476 2021-01-28 12:15:20,189 - mmaction - INFO - Epoch [13][3260/3757] lr: 1.000e-02, eta: 7 days, 2:33:23, time: 1.042, data_time: 0.558, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7773, loss_cls: 2.0266, loss: 2.0266, grad_norm: 5.2900 2021-01-28 12:15:29,208 - mmaction - INFO - Epoch [13][3280/3757] lr: 1.000e-02, eta: 7 days, 2:29:33, time: 0.452, data_time: 0.001, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7617, loss_cls: 2.0422, loss: 2.0422, grad_norm: 5.0966 2021-01-28 12:15:38,003 - mmaction - INFO - Epoch [13][3300/3757] lr: 1.000e-02, eta: 7 days, 2:25:41, time: 0.439, data_time: 0.000, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7789, loss_cls: 1.9659, loss: 1.9659, grad_norm: 5.1547 2021-01-28 12:16:22,226 - mmaction - INFO - Epoch [13][3320/3757] lr: 1.000e-02, eta: 7 days, 2:25:49, time: 2.211, data_time: 0.001, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.0690, loss: 2.0690, grad_norm: 5.0963 2021-01-28 12:16:32,933 - mmaction - INFO - Epoch [13][3340/3757] lr: 1.000e-02, eta: 7 days, 2:22:11, time: 0.536, data_time: 0.001, memory: 7136, top1_acc: 0.4945, top5_acc: 0.7508, loss_cls: 2.1032, loss: 2.1032, grad_norm: 5.0821 2021-01-28 12:17:00,902 - mmaction - INFO - Epoch [13][3360/3757] lr: 1.000e-02, eta: 7 days, 2:20:29, time: 1.398, data_time: 0.001, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7438, loss_cls: 2.1612, loss: 2.1612, grad_norm: 5.2945 2021-01-28 12:17:12,299 - mmaction - INFO - Epoch [13][3380/3757] lr: 1.000e-02, eta: 7 days, 2:16:55, time: 0.568, data_time: 0.002, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7672, loss_cls: 2.0348, loss: 2.0348, grad_norm: 5.0704 2021-01-28 12:17:23,865 - mmaction - INFO - Epoch [13][3400/3757] lr: 1.000e-02, eta: 7 days, 2:13:23, time: 0.580, data_time: 0.003, memory: 7136, top1_acc: 0.4945, top5_acc: 0.7414, loss_cls: 2.1584, loss: 2.1584, grad_norm: 5.3864 2021-01-28 12:17:57,524 - mmaction - INFO - Epoch [13][3420/3757] lr: 1.000e-02, eta: 7 days, 2:12:17, time: 1.660, data_time: 0.001, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7461, loss_cls: 2.0944, loss: 2.0944, grad_norm: 5.1651 2021-01-28 12:18:19,901 - mmaction - INFO - Epoch [13][3440/3757] lr: 1.000e-02, eta: 7 days, 2:10:00, time: 1.137, data_time: 0.029, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7633, loss_cls: 2.0116, loss: 2.0116, grad_norm: 5.1334 2021-01-28 12:18:55,196 - mmaction - INFO - Epoch [13][3460/3757] lr: 1.000e-02, eta: 7 days, 2:09:06, time: 1.752, data_time: 0.009, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7367, loss_cls: 2.1330, loss: 2.1330, grad_norm: 5.0367 2021-01-28 12:19:24,203 - mmaction - INFO - Epoch [13][3480/3757] lr: 1.000e-02, eta: 7 days, 2:07:34, time: 1.468, data_time: 0.021, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7656, loss_cls: 2.0629, loss: 2.0629, grad_norm: 4.9954 2021-01-28 12:19:54,261 - mmaction - INFO - Epoch [13][3500/3757] lr: 1.000e-02, eta: 7 days, 2:06:06, time: 1.497, data_time: 0.006, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7383, loss_cls: 2.1526, loss: 2.1526, grad_norm: 5.0960 2021-01-28 12:21:15,212 - mmaction - INFO - Epoch [13][3520/3757] lr: 1.000e-02, eta: 7 days, 2:10:19, time: 4.024, data_time: 0.008, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7594, loss_cls: 2.1047, loss: 2.1047, grad_norm: 5.0990 2021-01-28 12:22:25,846 - mmaction - INFO - Epoch [13][3540/3757] lr: 1.000e-02, eta: 7 days, 2:13:28, time: 3.557, data_time: 0.036, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7375, loss_cls: 2.1148, loss: 2.1148, grad_norm: 5.0411 2021-01-28 12:23:04,037 - mmaction - INFO - Epoch [13][3560/3757] lr: 1.000e-02, eta: 7 days, 2:12:56, time: 1.913, data_time: 0.011, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7492, loss_cls: 2.1358, loss: 2.1358, grad_norm: 5.2982 2021-01-28 12:23:45,899 - mmaction - INFO - Epoch [13][3580/3757] lr: 1.000e-02, eta: 7 days, 2:12:44, time: 2.065, data_time: 0.007, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.1735, loss: 2.1735, grad_norm: 5.2304 2021-01-28 12:24:24,609 - mmaction - INFO - Epoch [13][3600/3757] lr: 1.000e-02, eta: 7 days, 2:12:17, time: 1.954, data_time: 0.033, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7602, loss_cls: 2.0599, loss: 2.0599, grad_norm: 5.0142 2021-01-28 12:25:13,132 - mmaction - INFO - Epoch [13][3620/3757] lr: 1.000e-02, eta: 7 days, 2:12:54, time: 2.430, data_time: 0.014, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7523, loss_cls: 2.0920, loss: 2.0920, grad_norm: 5.4299 2021-01-28 12:25:53,216 - mmaction - INFO - Epoch [13][3640/3757] lr: 1.000e-02, eta: 7 days, 2:12:33, time: 1.997, data_time: 0.008, memory: 7136, top1_acc: 0.5102, top5_acc: 0.7516, loss_cls: 2.1135, loss: 2.1135, grad_norm: 5.0184 2021-01-28 12:26:28,006 - mmaction - INFO - Epoch [13][3660/3757] lr: 1.000e-02, eta: 7 days, 2:11:39, time: 1.749, data_time: 0.020, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7469, loss_cls: 2.0867, loss: 2.0867, grad_norm: 5.1429 2021-01-28 12:27:27,792 - mmaction - INFO - Epoch [13][3680/3757] lr: 1.000e-02, eta: 7 days, 2:13:31, time: 2.990, data_time: 0.019, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7680, loss_cls: 1.9994, loss: 1.9994, grad_norm: 5.1312 2021-01-28 12:28:00,711 - mmaction - INFO - Epoch [13][3700/3757] lr: 1.000e-02, eta: 7 days, 2:12:22, time: 1.640, data_time: 0.007, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7570, loss_cls: 2.0790, loss: 2.0790, grad_norm: 5.2099 2021-01-28 12:28:51,588 - mmaction - INFO - Epoch [13][3720/3757] lr: 1.000e-02, eta: 7 days, 2:13:15, time: 2.545, data_time: 0.026, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7422, loss_cls: 2.1068, loss: 2.1068, grad_norm: 5.0505 2021-01-28 12:29:35,837 - mmaction - INFO - Epoch [13][3740/3757] lr: 1.000e-02, eta: 7 days, 2:13:24, time: 2.220, data_time: 0.015, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7531, loss_cls: 2.0792, loss: 2.0792, grad_norm: 5.1207 2021-01-28 12:34:09,933 - mmaction - INFO - Epoch [14][20/3757] lr: 1.000e-02, eta: 7 days, 2:29:09, time: 11.057, data_time: 8.312, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7492, loss_cls: 2.0915, loss: 2.0915, grad_norm: 5.0350 2021-01-28 12:34:41,329 - mmaction - INFO - Epoch [14][40/3757] lr: 1.000e-02, eta: 7 days, 2:27:54, time: 1.591, data_time: 0.030, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7578, loss_cls: 2.0490, loss: 2.0490, grad_norm: 4.9850 2021-01-28 12:35:14,206 - mmaction - INFO - Epoch [14][60/3757] lr: 1.000e-02, eta: 7 days, 2:26:44, time: 1.636, data_time: 0.015, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7555, loss_cls: 2.0392, loss: 2.0392, grad_norm: 5.0436 2021-01-28 12:35:43,243 - mmaction - INFO - Epoch [14][80/3757] lr: 1.000e-02, eta: 7 days, 2:25:11, time: 1.466, data_time: 0.019, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7391, loss_cls: 2.1226, loss: 2.1226, grad_norm: 4.9048 2021-01-28 12:36:16,159 - mmaction - INFO - Epoch [14][100/3757] lr: 1.000e-02, eta: 7 days, 2:24:02, time: 1.641, data_time: 0.006, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7781, loss_cls: 1.9984, loss: 1.9984, grad_norm: 4.9914 2021-01-28 12:36:55,396 - mmaction - INFO - Epoch [14][120/3757] lr: 1.000e-02, eta: 7 days, 2:23:34, time: 1.946, data_time: 0.009, memory: 7136, top1_acc: 0.5375, top5_acc: 0.7758, loss_cls: 1.9939, loss: 1.9939, grad_norm: 5.0872 2021-01-28 12:37:32,325 - mmaction - INFO - Epoch [14][140/3757] lr: 1.000e-02, eta: 7 days, 2:22:53, time: 1.857, data_time: 0.031, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7766, loss_cls: 1.9031, loss: 1.9031, grad_norm: 5.1704 2021-01-28 12:38:09,125 - mmaction - INFO - Epoch [14][160/3757] lr: 1.000e-02, eta: 7 days, 2:22:10, time: 1.834, data_time: 0.018, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7492, loss_cls: 2.0832, loss: 2.0832, grad_norm: 5.2244 2021-01-28 12:38:49,594 - mmaction - INFO - Epoch [14][180/3757] lr: 1.000e-02, eta: 7 days, 2:21:52, time: 2.021, data_time: 0.018, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7461, loss_cls: 2.1226, loss: 2.1226, grad_norm: 5.1405 2021-01-28 12:39:26,694 - mmaction - INFO - Epoch [14][200/3757] lr: 1.000e-02, eta: 7 days, 2:21:11, time: 1.856, data_time: 0.017, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0344, loss: 2.0344, grad_norm: 4.9459 2021-01-28 12:39:57,073 - mmaction - INFO - Epoch [14][220/3757] lr: 1.000e-02, eta: 7 days, 2:19:48, time: 1.530, data_time: 0.013, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7547, loss_cls: 2.0162, loss: 2.0162, grad_norm: 5.0093 2021-01-28 12:40:31,523 - mmaction - INFO - Epoch [14][240/3757] lr: 1.000e-02, eta: 7 days, 2:18:49, time: 1.718, data_time: 0.013, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7414, loss_cls: 2.1205, loss: 2.1205, grad_norm: 5.2624 2021-01-28 12:40:59,695 - mmaction - INFO - Epoch [14][260/3757] lr: 1.000e-02, eta: 7 days, 2:17:09, time: 1.408, data_time: 0.007, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7398, loss_cls: 2.1027, loss: 2.1027, grad_norm: 5.1502 2021-01-28 12:41:27,804 - mmaction - INFO - Epoch [14][280/3757] lr: 1.000e-02, eta: 7 days, 2:15:29, time: 1.410, data_time: 0.008, memory: 7136, top1_acc: 0.5430, top5_acc: 0.7797, loss_cls: 1.9702, loss: 1.9702, grad_norm: 5.0683 2021-01-28 12:41:53,038 - mmaction - INFO - Epoch [14][300/3757] lr: 1.000e-02, eta: 7 days, 2:13:30, time: 1.260, data_time: 0.004, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7680, loss_cls: 2.0188, loss: 2.0188, grad_norm: 4.9770 2021-01-28 12:42:19,976 - mmaction - INFO - Epoch [14][320/3757] lr: 1.000e-02, eta: 7 days, 2:11:40, time: 1.332, data_time: 0.008, memory: 7136, top1_acc: 0.4914, top5_acc: 0.7258, loss_cls: 2.2193, loss: 2.2193, grad_norm: 5.1429 2021-01-28 12:42:58,423 - mmaction - INFO - Epoch [14][340/3757] lr: 1.000e-02, eta: 7 days, 2:11:09, time: 1.928, data_time: 0.022, memory: 7136, top1_acc: 0.5625, top5_acc: 0.7891, loss_cls: 1.8588, loss: 1.8588, grad_norm: 4.8858 2021-01-28 12:43:26,075 - mmaction - INFO - Epoch [14][360/3757] lr: 1.000e-02, eta: 7 days, 2:09:27, time: 1.387, data_time: 0.018, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7648, loss_cls: 1.9972, loss: 1.9972, grad_norm: 5.2779 2021-01-28 12:43:53,850 - mmaction - INFO - Epoch [14][380/3757] lr: 1.000e-02, eta: 7 days, 2:07:45, time: 1.390, data_time: 0.014, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7570, loss_cls: 2.0042, loss: 2.0042, grad_norm: 5.1448 2021-01-28 12:44:21,885 - mmaction - INFO - Epoch [14][400/3757] lr: 1.000e-02, eta: 7 days, 2:06:04, time: 1.397, data_time: 0.008, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7609, loss_cls: 2.0062, loss: 2.0062, grad_norm: 5.1055 2021-01-28 12:44:51,758 - mmaction - INFO - Epoch [14][420/3757] lr: 1.000e-02, eta: 7 days, 2:04:35, time: 1.489, data_time: 0.013, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7648, loss_cls: 2.0050, loss: 2.0050, grad_norm: 5.0778 2021-01-28 12:45:31,936 - mmaction - INFO - Epoch [14][440/3757] lr: 1.000e-02, eta: 7 days, 2:04:16, time: 2.018, data_time: 0.018, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7664, loss_cls: 2.0078, loss: 2.0078, grad_norm: 5.2192 2021-01-28 12:46:16,789 - mmaction - INFO - Epoch [14][460/3757] lr: 1.000e-02, eta: 7 days, 2:04:26, time: 2.232, data_time: 0.015, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7406, loss_cls: 2.0654, loss: 2.0654, grad_norm: 5.1672 2021-01-28 12:47:03,082 - mmaction - INFO - Epoch [14][480/3757] lr: 1.000e-02, eta: 7 days, 2:04:47, time: 2.321, data_time: 0.022, memory: 7136, top1_acc: 0.5445, top5_acc: 0.7719, loss_cls: 1.9680, loss: 1.9680, grad_norm: 5.1893 2021-01-28 12:47:36,022 - mmaction - INFO - Epoch [14][500/3757] lr: 1.000e-02, eta: 7 days, 2:03:40, time: 1.650, data_time: 0.014, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7445, loss_cls: 2.1237, loss: 2.1237, grad_norm: 5.3057 2021-01-28 12:48:17,437 - mmaction - INFO - Epoch [14][520/3757] lr: 1.000e-02, eta: 7 days, 2:03:29, time: 2.077, data_time: 0.015, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7688, loss_cls: 2.0357, loss: 2.0357, grad_norm: 5.0774 2021-01-28 12:48:51,863 - mmaction - INFO - Epoch [14][540/3757] lr: 1.000e-02, eta: 7 days, 2:02:28, time: 1.700, data_time: 0.009, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7523, loss_cls: 2.0486, loss: 2.0486, grad_norm: 5.0879 2021-01-28 12:49:25,216 - mmaction - INFO - Epoch [14][560/3757] lr: 1.000e-02, eta: 7 days, 2:01:24, time: 1.673, data_time: 0.025, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7562, loss_cls: 2.0393, loss: 2.0393, grad_norm: 5.0593 2021-01-28 12:50:04,542 - mmaction - INFO - Epoch [14][580/3757] lr: 1.000e-02, eta: 7 days, 2:00:56, time: 1.954, data_time: 0.027, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7578, loss_cls: 2.0281, loss: 2.0281, grad_norm: 5.2459 2021-01-28 12:50:37,368 - mmaction - INFO - Epoch [14][600/3757] lr: 1.000e-02, eta: 7 days, 1:59:51, time: 1.666, data_time: 0.040, memory: 7136, top1_acc: 0.5461, top5_acc: 0.7797, loss_cls: 1.9294, loss: 1.9294, grad_norm: 5.1435 2021-01-28 12:51:15,179 - mmaction - INFO - Epoch [14][620/3757] lr: 1.000e-02, eta: 7 days, 1:59:16, time: 1.889, data_time: 0.012, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7633, loss_cls: 1.9953, loss: 1.9953, grad_norm: 5.2493 2021-01-28 12:51:47,390 - mmaction - INFO - Epoch [14][640/3757] lr: 1.000e-02, eta: 7 days, 1:58:00, time: 1.590, data_time: 0.010, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7641, loss_cls: 2.0246, loss: 2.0246, grad_norm: 4.9661 2021-01-28 12:52:25,703 - mmaction - INFO - Epoch [14][660/3757] lr: 1.000e-02, eta: 7 days, 1:57:30, time: 1.931, data_time: 0.031, memory: 7136, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.9526, loss: 1.9526, grad_norm: 5.0072 2021-01-28 12:53:00,131 - mmaction - INFO - Epoch [14][680/3757] lr: 1.000e-02, eta: 7 days, 1:56:32, time: 1.720, data_time: 0.013, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7500, loss_cls: 2.0760, loss: 2.0760, grad_norm: 4.9441 2021-01-28 12:53:26,878 - mmaction - INFO - Epoch [14][700/3757] lr: 1.000e-02, eta: 7 days, 1:54:43, time: 1.334, data_time: 0.037, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7461, loss_cls: 2.0581, loss: 2.0581, grad_norm: 5.0456 2021-01-28 12:53:54,722 - mmaction - INFO - Epoch [14][720/3757] lr: 1.000e-02, eta: 7 days, 1:53:04, time: 1.408, data_time: 0.017, memory: 7136, top1_acc: 0.5453, top5_acc: 0.7789, loss_cls: 1.9032, loss: 1.9032, grad_norm: 5.1294 2021-01-28 12:54:26,382 - mmaction - INFO - Epoch [14][740/3757] lr: 1.000e-02, eta: 7 days, 1:51:45, time: 1.560, data_time: 0.003, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7805, loss_cls: 1.9642, loss: 1.9642, grad_norm: 5.1792 2021-01-28 12:55:01,501 - mmaction - INFO - Epoch [14][760/3757] lr: 1.000e-02, eta: 7 days, 1:50:52, time: 1.755, data_time: 0.033, memory: 7136, top1_acc: 0.5437, top5_acc: 0.7836, loss_cls: 1.9174, loss: 1.9174, grad_norm: 4.8936 2021-01-28 12:55:47,958 - mmaction - INFO - Epoch [14][780/3757] lr: 1.000e-02, eta: 7 days, 1:51:16, time: 2.345, data_time: 0.052, memory: 7136, top1_acc: 0.5461, top5_acc: 0.7656, loss_cls: 1.9714, loss: 1.9714, grad_norm: 5.1333 2021-01-28 12:56:20,683 - mmaction - INFO - Epoch [14][800/3757] lr: 1.000e-02, eta: 7 days, 1:50:05, time: 1.619, data_time: 0.019, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7562, loss_cls: 2.0772, loss: 2.0772, grad_norm: 5.1473 2021-01-28 12:56:48,514 - mmaction - INFO - Epoch [14][820/3757] lr: 1.000e-02, eta: 7 days, 1:48:24, time: 1.388, data_time: 0.026, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7492, loss_cls: 2.0390, loss: 2.0390, grad_norm: 5.0290 2021-01-28 12:57:21,075 - mmaction - INFO - Epoch [14][840/3757] lr: 1.000e-02, eta: 7 days, 1:47:15, time: 1.637, data_time: 0.025, memory: 7136, top1_acc: 0.5375, top5_acc: 0.7773, loss_cls: 1.9416, loss: 1.9416, grad_norm: 5.0419 2021-01-28 12:57:59,210 - mmaction - INFO - Epoch [14][860/3757] lr: 1.000e-02, eta: 7 days, 1:46:43, time: 1.917, data_time: 0.018, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7703, loss_cls: 1.9739, loss: 1.9739, grad_norm: 4.9918 2021-01-28 12:58:35,371 - mmaction - INFO - Epoch [14][880/3757] lr: 1.000e-02, eta: 7 days, 1:45:57, time: 1.809, data_time: 0.007, memory: 7136, top1_acc: 0.4914, top5_acc: 0.7438, loss_cls: 2.1540, loss: 2.1540, grad_norm: 5.2681 2021-01-28 12:59:13,537 - mmaction - INFO - Epoch [14][900/3757] lr: 1.000e-02, eta: 7 days, 1:45:21, time: 1.887, data_time: 0.012, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0868, loss: 2.0868, grad_norm: 4.9254 2021-01-28 12:59:52,569 - mmaction - INFO - Epoch [14][920/3757] lr: 1.000e-02, eta: 7 days, 1:44:55, time: 1.960, data_time: 0.025, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.0726, loss: 2.0726, grad_norm: 5.3052 2021-01-28 13:00:18,822 - mmaction - INFO - Epoch [14][940/3757] lr: 1.000e-02, eta: 7 days, 1:43:05, time: 1.325, data_time: 0.018, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 2.0337, loss: 2.0337, grad_norm: 4.9657 2021-01-28 13:01:02,211 - mmaction - INFO - Epoch [14][960/3757] lr: 1.000e-02, eta: 7 days, 1:43:04, time: 2.151, data_time: 0.009, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7445, loss_cls: 2.1324, loss: 2.1324, grad_norm: 5.0849 2021-01-28 13:01:36,764 - mmaction - INFO - Epoch [14][980/3757] lr: 1.000e-02, eta: 7 days, 1:42:09, time: 1.746, data_time: 0.032, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7477, loss_cls: 2.1399, loss: 2.1399, grad_norm: 5.1183 2021-01-28 13:02:14,057 - mmaction - INFO - Epoch [14][1000/3757] lr: 1.000e-02, eta: 7 days, 1:41:30, time: 1.860, data_time: 0.008, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7539, loss_cls: 2.0547, loss: 2.0547, grad_norm: 5.1310 2021-01-28 13:02:41,558 - mmaction - INFO - Epoch [14][1020/3757] lr: 1.000e-02, eta: 7 days, 1:39:44, time: 1.347, data_time: 0.010, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7438, loss_cls: 2.0919, loss: 2.0919, grad_norm: 5.1672 2021-01-28 13:03:13,780 - mmaction - INFO - Epoch [14][1040/3757] lr: 1.000e-02, eta: 7 days, 1:38:36, time: 1.644, data_time: 0.037, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7750, loss_cls: 2.0033, loss: 2.0033, grad_norm: 5.2558 2021-01-28 13:03:45,633 - mmaction - INFO - Epoch [14][1060/3757] lr: 1.000e-02, eta: 7 days, 1:37:21, time: 1.591, data_time: 0.005, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7562, loss_cls: 2.1136, loss: 2.1136, grad_norm: 5.0536 2021-01-28 13:04:15,527 - mmaction - INFO - Epoch [14][1080/3757] lr: 1.000e-02, eta: 7 days, 1:35:55, time: 1.495, data_time: 0.016, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7594, loss_cls: 2.0496, loss: 2.0496, grad_norm: 5.0910 2021-01-28 13:04:40,289 - mmaction - INFO - Epoch [14][1100/3757] lr: 1.000e-02, eta: 7 days, 1:33:53, time: 1.231, data_time: 0.005, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7766, loss_cls: 2.0083, loss: 2.0083, grad_norm: 5.3103 2021-01-28 13:05:22,980 - mmaction - INFO - Epoch [14][1120/3757] lr: 1.000e-02, eta: 7 days, 1:33:46, time: 2.108, data_time: 0.013, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7484, loss_cls: 2.0761, loss: 2.0761, grad_norm: 5.3282 2021-01-28 13:06:01,980 - mmaction - INFO - Epoch [14][1140/3757] lr: 1.000e-02, eta: 7 days, 1:33:22, time: 1.975, data_time: 0.038, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.1611, loss: 2.1611, grad_norm: 5.1523 2021-01-28 13:06:41,904 - mmaction - INFO - Epoch [14][1160/3757] lr: 1.000e-02, eta: 7 days, 1:32:59, time: 1.984, data_time: 0.015, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7531, loss_cls: 2.1049, loss: 2.1049, grad_norm: 5.3350 2021-01-28 13:07:09,949 - mmaction - INFO - Epoch [14][1180/3757] lr: 1.000e-02, eta: 7 days, 1:31:19, time: 1.394, data_time: 0.023, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0573, loss: 2.0573, grad_norm: 5.1683 2021-01-28 13:07:41,356 - mmaction - INFO - Epoch [14][1200/3757] lr: 1.000e-02, eta: 7 days, 1:30:04, time: 1.590, data_time: 0.032, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7727, loss_cls: 1.9921, loss: 1.9921, grad_norm: 5.0076 2021-01-28 13:08:13,711 - mmaction - INFO - Epoch [14][1220/3757] lr: 1.000e-02, eta: 7 days, 1:28:55, time: 1.625, data_time: 0.013, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7438, loss_cls: 2.1338, loss: 2.1338, grad_norm: 5.2265 2021-01-28 13:08:43,915 - mmaction - INFO - Epoch [14][1240/3757] lr: 1.000e-02, eta: 7 days, 1:27:30, time: 1.513, data_time: 0.005, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7430, loss_cls: 2.1472, loss: 2.1472, grad_norm: 5.1946 2021-01-28 13:09:15,553 - mmaction - INFO - Epoch [14][1260/3757] lr: 1.000e-02, eta: 7 days, 1:26:14, time: 1.576, data_time: 0.005, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7727, loss_cls: 1.9973, loss: 1.9973, grad_norm: 5.1453 2021-01-28 13:09:48,667 - mmaction - INFO - Epoch [14][1280/3757] lr: 1.000e-02, eta: 7 days, 1:25:08, time: 1.657, data_time: 0.009, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7484, loss_cls: 2.1076, loss: 2.1076, grad_norm: 5.2492 2021-01-28 13:10:19,950 - mmaction - INFO - Epoch [14][1300/3757] lr: 1.000e-02, eta: 7 days, 1:23:51, time: 1.563, data_time: 0.006, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7453, loss_cls: 2.0849, loss: 2.0849, grad_norm: 4.9975 2021-01-28 13:10:54,027 - mmaction - INFO - Epoch [14][1320/3757] lr: 1.000e-02, eta: 7 days, 1:22:47, time: 1.675, data_time: 0.006, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7648, loss_cls: 2.0094, loss: 2.0094, grad_norm: 5.1256 2021-01-28 13:11:29,649 - mmaction - INFO - Epoch [14][1340/3757] lr: 1.000e-02, eta: 7 days, 1:22:00, time: 1.796, data_time: 0.036, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7523, loss_cls: 2.0823, loss: 2.0823, grad_norm: 5.2766 2021-01-28 13:11:59,952 - mmaction - INFO - Epoch [14][1360/3757] lr: 1.000e-02, eta: 7 days, 1:20:38, time: 1.530, data_time: 0.024, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7469, loss_cls: 2.1037, loss: 2.1037, grad_norm: 5.1245 2021-01-28 13:12:28,572 - mmaction - INFO - Epoch [14][1380/3757] lr: 1.000e-02, eta: 7 days, 1:19:03, time: 1.429, data_time: 0.008, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7742, loss_cls: 1.9567, loss: 1.9567, grad_norm: 5.0132 2021-01-28 13:13:01,325 - mmaction - INFO - Epoch [14][1400/3757] lr: 1.000e-02, eta: 7 days, 1:17:55, time: 1.636, data_time: 0.016, memory: 7136, top1_acc: 0.5234, top5_acc: 0.7523, loss_cls: 2.0329, loss: 2.0329, grad_norm: 5.0098 2021-01-28 13:13:32,970 - mmaction - INFO - Epoch [14][1420/3757] lr: 1.000e-02, eta: 7 days, 1:16:39, time: 1.572, data_time: 0.024, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7445, loss_cls: 2.0857, loss: 2.0857, grad_norm: 5.1638 2021-01-28 13:14:10,912 - mmaction - INFO - Epoch [14][1440/3757] lr: 1.000e-02, eta: 7 days, 1:16:06, time: 1.908, data_time: 0.029, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7445, loss_cls: 2.0954, loss: 2.0954, grad_norm: 5.1184 2021-01-28 13:14:45,689 - mmaction - INFO - Epoch [14][1460/3757] lr: 1.000e-02, eta: 7 days, 1:15:11, time: 1.743, data_time: 0.022, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7664, loss_cls: 2.0615, loss: 2.0615, grad_norm: 5.1003 2021-01-28 13:15:26,874 - mmaction - INFO - Epoch [14][1480/3757] lr: 1.000e-02, eta: 7 days, 1:14:56, time: 2.041, data_time: 0.007, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7641, loss_cls: 2.0043, loss: 2.0043, grad_norm: 5.2863 2021-01-28 13:16:05,969 - mmaction - INFO - Epoch [14][1500/3757] lr: 1.000e-02, eta: 7 days, 1:14:31, time: 1.968, data_time: 0.023, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7852, loss_cls: 1.9740, loss: 1.9740, grad_norm: 5.2794 2021-01-28 13:16:41,674 - mmaction - INFO - Epoch [14][1520/3757] lr: 1.000e-02, eta: 7 days, 1:13:42, time: 1.786, data_time: 0.013, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7594, loss_cls: 2.0121, loss: 2.0121, grad_norm: 5.1308 2021-01-28 13:17:09,172 - mmaction - INFO - Epoch [14][1540/3757] lr: 1.000e-02, eta: 7 days, 1:12:01, time: 1.381, data_time: 0.012, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7586, loss_cls: 2.0218, loss: 2.0218, grad_norm: 5.1288 2021-01-28 13:17:34,250 - mmaction - INFO - Epoch [14][1560/3757] lr: 1.000e-02, eta: 7 days, 1:10:03, time: 1.246, data_time: 0.007, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7641, loss_cls: 2.0264, loss: 2.0264, grad_norm: 5.1448 2021-01-28 13:18:08,696 - mmaction - INFO - Epoch [14][1580/3757] lr: 1.000e-02, eta: 7 days, 1:09:07, time: 1.730, data_time: 0.017, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7664, loss_cls: 1.9778, loss: 1.9778, grad_norm: 5.1749 2021-01-28 13:18:42,705 - mmaction - INFO - Epoch [14][1600/3757] lr: 1.000e-02, eta: 7 days, 1:08:07, time: 1.696, data_time: 0.006, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7836, loss_cls: 1.9664, loss: 1.9664, grad_norm: 5.2714 2021-01-28 13:19:14,079 - mmaction - INFO - Epoch [14][1620/3757] lr: 1.000e-02, eta: 7 days, 1:06:48, time: 1.547, data_time: 0.008, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7453, loss_cls: 2.1044, loss: 2.1044, grad_norm: 5.3839 2021-01-28 13:19:46,994 - mmaction - INFO - Epoch [14][1640/3757] lr: 1.000e-02, eta: 7 days, 1:05:42, time: 1.656, data_time: 0.029, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7766, loss_cls: 1.9662, loss: 1.9662, grad_norm: 5.2646 2021-01-28 13:20:23,184 - mmaction - INFO - Epoch [14][1660/3757] lr: 1.000e-02, eta: 7 days, 1:04:56, time: 1.804, data_time: 0.019, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.0400, loss: 2.0400, grad_norm: 5.2673 2021-01-28 13:20:59,340 - mmaction - INFO - Epoch [14][1680/3757] lr: 1.000e-02, eta: 7 days, 1:04:13, time: 1.829, data_time: 0.026, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7578, loss_cls: 2.1108, loss: 2.1108, grad_norm: 5.0291 2021-01-28 13:21:33,143 - mmaction - INFO - Epoch [14][1700/3757] lr: 1.000e-02, eta: 7 days, 1:03:10, time: 1.674, data_time: 0.003, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.1229, loss: 2.1229, grad_norm: 5.0602 2021-01-28 13:22:11,511 - mmaction - INFO - Epoch [14][1720/3757] lr: 1.000e-02, eta: 7 days, 1:02:38, time: 1.908, data_time: 0.022, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7430, loss_cls: 2.1536, loss: 2.1536, grad_norm: 5.2035 2021-01-28 13:22:50,010 - mmaction - INFO - Epoch [14][1740/3757] lr: 1.000e-02, eta: 7 days, 1:02:08, time: 1.931, data_time: 0.028, memory: 7136, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.1525, loss: 2.1525, grad_norm: 5.2216 2021-01-28 13:23:23,535 - mmaction - INFO - Epoch [14][1760/3757] lr: 1.000e-02, eta: 7 days, 1:01:08, time: 1.694, data_time: 0.030, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7484, loss_cls: 2.1289, loss: 2.1289, grad_norm: 5.1138 2021-01-28 13:24:04,445 - mmaction - INFO - Epoch [14][1780/3757] lr: 1.000e-02, eta: 7 days, 1:00:51, time: 2.034, data_time: 0.007, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7695, loss_cls: 2.0344, loss: 2.0344, grad_norm: 4.9934 2021-01-28 13:24:42,568 - mmaction - INFO - Epoch [14][1800/3757] lr: 1.000e-02, eta: 7 days, 1:00:19, time: 1.914, data_time: 0.022, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7492, loss_cls: 2.1298, loss: 2.1298, grad_norm: 5.1732 2021-01-28 13:25:14,654 - mmaction - INFO - Epoch [14][1820/3757] lr: 1.000e-02, eta: 7 days, 0:59:05, time: 1.588, data_time: 0.008, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7430, loss_cls: 2.0617, loss: 2.0617, grad_norm: 4.9986 2021-01-28 13:25:50,989 - mmaction - INFO - Epoch [14][1840/3757] lr: 1.000e-02, eta: 7 days, 0:58:22, time: 1.825, data_time: 0.021, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7781, loss_cls: 1.9768, loss: 1.9768, grad_norm: 5.1343 2021-01-28 13:26:32,689 - mmaction - INFO - Epoch [14][1860/3757] lr: 1.000e-02, eta: 7 days, 0:58:11, time: 2.078, data_time: 0.014, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7562, loss_cls: 2.0458, loss: 2.0458, grad_norm: 5.1406 2021-01-28 13:27:04,317 - mmaction - INFO - Epoch [14][1880/3757] lr: 1.000e-02, eta: 7 days, 0:56:58, time: 1.591, data_time: 0.022, memory: 7136, top1_acc: 0.5234, top5_acc: 0.7625, loss_cls: 2.0057, loss: 2.0057, grad_norm: 5.1686 2021-01-28 13:27:52,395 - mmaction - INFO - Epoch [14][1900/3757] lr: 1.000e-02, eta: 7 days, 0:57:29, time: 2.406, data_time: 0.020, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7680, loss_cls: 1.9542, loss: 1.9542, grad_norm: 5.1844 2021-01-28 13:28:24,523 - mmaction - INFO - Epoch [14][1920/3757] lr: 1.000e-02, eta: 7 days, 0:56:16, time: 1.601, data_time: 0.009, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7508, loss_cls: 2.0964, loss: 2.0964, grad_norm: 5.1734 2021-01-28 13:28:54,523 - mmaction - INFO - Epoch [14][1940/3757] lr: 1.000e-02, eta: 7 days, 0:54:53, time: 1.511, data_time: 0.022, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7734, loss_cls: 1.9933, loss: 1.9933, grad_norm: 5.0080 2021-01-28 13:29:22,915 - mmaction - INFO - Epoch [14][1960/3757] lr: 1.000e-02, eta: 7 days, 0:53:17, time: 1.417, data_time: 0.007, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7711, loss_cls: 2.0050, loss: 2.0050, grad_norm: 5.0565 2021-01-28 13:30:02,688 - mmaction - INFO - Epoch [14][1980/3757] lr: 1.000e-02, eta: 7 days, 0:52:53, time: 1.971, data_time: 0.008, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 2.0110, loss: 2.0110, grad_norm: 4.9039 2021-01-28 13:30:32,448 - mmaction - INFO - Epoch [14][2000/3757] lr: 1.000e-02, eta: 7 days, 0:51:28, time: 1.504, data_time: 0.025, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7531, loss_cls: 2.0595, loss: 2.0595, grad_norm: 5.1451 2021-01-28 13:30:58,502 - mmaction - INFO - Epoch [14][2020/3757] lr: 1.000e-02, eta: 7 days, 0:49:39, time: 1.306, data_time: 0.008, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7742, loss_cls: 1.9633, loss: 1.9633, grad_norm: 4.8823 2021-01-28 13:31:38,140 - mmaction - INFO - Epoch [14][2040/3757] lr: 1.000e-02, eta: 7 days, 0:49:15, time: 1.977, data_time: 0.004, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7609, loss_cls: 2.0547, loss: 2.0547, grad_norm: 5.2370 2021-01-28 13:32:18,125 - mmaction - INFO - Epoch [14][2060/3757] lr: 1.000e-02, eta: 7 days, 0:48:53, time: 1.998, data_time: 0.017, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7578, loss_cls: 2.0971, loss: 2.0971, grad_norm: 5.1340 2021-01-28 13:33:03,627 - mmaction - INFO - Epoch [14][2080/3757] lr: 1.000e-02, eta: 7 days, 0:49:09, time: 2.284, data_time: 0.015, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7461, loss_cls: 2.1456, loss: 2.1456, grad_norm: 5.1690 2021-01-28 13:33:40,616 - mmaction - INFO - Epoch [14][2100/3757] lr: 1.000e-02, eta: 7 days, 0:48:28, time: 1.844, data_time: 0.007, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7578, loss_cls: 2.0915, loss: 2.0915, grad_norm: 5.1130 2021-01-28 13:34:12,956 - mmaction - INFO - Epoch [14][2120/3757] lr: 1.000e-02, eta: 7 days, 0:47:16, time: 1.604, data_time: 0.022, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7484, loss_cls: 2.1515, loss: 2.1515, grad_norm: 5.0422 2021-01-28 13:34:51,186 - mmaction - INFO - Epoch [14][2140/3757] lr: 1.000e-02, eta: 7 days, 0:46:44, time: 1.909, data_time: 0.024, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7602, loss_cls: 2.0403, loss: 2.0403, grad_norm: 5.0450 2021-01-28 13:35:25,541 - mmaction - INFO - Epoch [14][2160/3757] lr: 1.000e-02, eta: 7 days, 0:45:49, time: 1.736, data_time: 0.027, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.1139, loss: 2.1139, grad_norm: 5.0836 2021-01-28 13:35:59,805 - mmaction - INFO - Epoch [14][2180/3757] lr: 1.000e-02, eta: 7 days, 0:44:50, time: 1.703, data_time: 0.012, memory: 7136, top1_acc: 0.5023, top5_acc: 0.7289, loss_cls: 2.1947, loss: 2.1947, grad_norm: 5.1261 2021-01-28 13:36:30,958 - mmaction - INFO - Epoch [14][2200/3757] lr: 1.000e-02, eta: 7 days, 0:43:30, time: 1.534, data_time: 0.018, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7516, loss_cls: 2.0750, loss: 2.0750, grad_norm: 5.1908 2021-01-28 13:37:10,488 - mmaction - INFO - Epoch [14][2220/3757] lr: 1.000e-02, eta: 7 days, 0:43:11, time: 2.012, data_time: 0.040, memory: 7136, top1_acc: 0.4938, top5_acc: 0.7391, loss_cls: 2.1909, loss: 2.1909, grad_norm: 5.3002 2021-01-28 13:37:52,165 - mmaction - INFO - Epoch [14][2240/3757] lr: 1.000e-02, eta: 7 days, 0:42:58, time: 2.065, data_time: 0.014, memory: 7136, top1_acc: 0.5234, top5_acc: 0.7680, loss_cls: 2.0232, loss: 2.0232, grad_norm: 5.0918 2021-01-28 13:38:26,308 - mmaction - INFO - Epoch [14][2260/3757] lr: 1.000e-02, eta: 7 days, 0:42:01, time: 1.717, data_time: 0.022, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7625, loss_cls: 2.0572, loss: 2.0572, grad_norm: 5.0915 2021-01-28 13:38:54,054 - mmaction - INFO - Epoch [14][2280/3757] lr: 1.000e-02, eta: 7 days, 0:40:23, time: 1.394, data_time: 0.011, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7391, loss_cls: 2.0978, loss: 2.0978, grad_norm: 4.9800 2021-01-28 13:39:28,846 - mmaction - INFO - Epoch [14][2300/3757] lr: 1.000e-02, eta: 7 days, 0:39:26, time: 1.715, data_time: 0.004, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7680, loss_cls: 2.0004, loss: 2.0004, grad_norm: 5.0319 2021-01-28 13:40:07,525 - mmaction - INFO - Epoch [14][2320/3757] lr: 1.000e-02, eta: 7 days, 0:38:59, time: 1.957, data_time: 0.039, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7469, loss_cls: 2.1226, loss: 2.1226, grad_norm: 5.1380 2021-01-28 13:40:36,500 - mmaction - INFO - Epoch [14][2340/3757] lr: 1.000e-02, eta: 7 days, 0:37:25, time: 1.422, data_time: 0.008, memory: 7136, top1_acc: 0.5156, top5_acc: 0.7516, loss_cls: 2.1075, loss: 2.1075, grad_norm: 5.2320 2021-01-28 13:41:05,638 - mmaction - INFO - Epoch [14][2360/3757] lr: 1.000e-02, eta: 7 days, 0:35:58, time: 1.483, data_time: 0.032, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 2.0219, loss: 2.0219, grad_norm: 5.1255 2021-01-28 13:41:41,812 - mmaction - INFO - Epoch [14][2380/3757] lr: 1.000e-02, eta: 7 days, 0:35:14, time: 1.813, data_time: 0.007, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7469, loss_cls: 2.1666, loss: 2.1666, grad_norm: 5.3368 2021-01-28 13:42:10,102 - mmaction - INFO - Epoch [14][2400/3757] lr: 1.000e-02, eta: 7 days, 0:33:38, time: 1.409, data_time: 0.005, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7586, loss_cls: 2.0548, loss: 2.0548, grad_norm: 5.1926 2021-01-28 13:42:45,074 - mmaction - INFO - Epoch [14][2420/3757] lr: 1.000e-02, eta: 7 days, 0:32:46, time: 1.754, data_time: 0.012, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0209, loss: 2.0209, grad_norm: 5.1189 2021-01-28 13:43:22,905 - mmaction - INFO - Epoch [14][2440/3757] lr: 1.000e-02, eta: 7 days, 0:32:10, time: 1.887, data_time: 0.012, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7406, loss_cls: 2.1036, loss: 2.1036, grad_norm: 5.2750 2021-01-28 13:44:13,947 - mmaction - INFO - Epoch [14][2460/3757] lr: 1.000e-02, eta: 7 days, 0:33:00, time: 2.554, data_time: 0.125, memory: 7136, top1_acc: 0.4898, top5_acc: 0.7273, loss_cls: 2.1890, loss: 2.1890, grad_norm: 5.0848 2021-01-28 13:44:58,345 - mmaction - INFO - Epoch [14][2480/3757] lr: 1.000e-02, eta: 7 days, 0:33:02, time: 2.183, data_time: 0.003, memory: 7136, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.0814, loss: 2.0814, grad_norm: 4.9970 2021-01-28 13:45:41,084 - mmaction - INFO - Epoch [14][2500/3757] lr: 1.000e-02, eta: 7 days, 0:33:02, time: 2.169, data_time: 0.040, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7570, loss_cls: 2.0578, loss: 2.0578, grad_norm: 5.2736 2021-01-28 13:46:10,928 - mmaction - INFO - Epoch [14][2520/3757] lr: 1.000e-02, eta: 7 days, 0:31:37, time: 1.492, data_time: 0.007, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7672, loss_cls: 2.0383, loss: 2.0383, grad_norm: 5.2276 2021-01-28 13:46:44,095 - mmaction - INFO - Epoch [14][2540/3757] lr: 1.000e-02, eta: 7 days, 0:30:33, time: 1.664, data_time: 0.008, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.0998, loss: 2.0998, grad_norm: 5.1406 2021-01-28 13:47:15,822 - mmaction - INFO - Epoch [14][2560/3757] lr: 1.000e-02, eta: 7 days, 0:29:20, time: 1.584, data_time: 0.010, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7594, loss_cls: 2.0753, loss: 2.0753, grad_norm: 4.9522 2021-01-28 13:47:49,849 - mmaction - INFO - Epoch [14][2580/3757] lr: 1.000e-02, eta: 7 days, 0:28:20, time: 1.693, data_time: 0.010, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7562, loss_cls: 2.0968, loss: 2.0968, grad_norm: 5.0582 2021-01-28 13:48:29,123 - mmaction - INFO - Epoch [14][2600/3757] lr: 1.000e-02, eta: 7 days, 0:27:56, time: 1.975, data_time: 0.026, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0593, loss: 2.0593, grad_norm: 5.1665 2021-01-28 13:49:02,796 - mmaction - INFO - Epoch [14][2620/3757] lr: 1.000e-02, eta: 7 days, 0:26:54, time: 1.680, data_time: 0.021, memory: 7136, top1_acc: 0.5008, top5_acc: 0.7602, loss_cls: 2.0977, loss: 2.0977, grad_norm: 5.2406 2021-01-28 13:49:38,189 - mmaction - INFO - Epoch [14][2640/3757] lr: 1.000e-02, eta: 7 days, 0:26:01, time: 1.747, data_time: 0.007, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7461, loss_cls: 2.1036, loss: 2.1036, grad_norm: 5.3242 2021-01-28 13:50:04,652 - mmaction - INFO - Epoch [14][2660/3757] lr: 1.000e-02, eta: 7 days, 0:24:16, time: 1.332, data_time: 0.030, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7562, loss_cls: 2.0420, loss: 2.0420, grad_norm: 5.1114 2021-01-28 13:50:34,166 - mmaction - INFO - Epoch [14][2680/3757] lr: 1.000e-02, eta: 7 days, 0:22:49, time: 1.471, data_time: 0.027, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7648, loss_cls: 2.0759, loss: 2.0759, grad_norm: 5.0582 2021-01-28 13:51:10,978 - mmaction - INFO - Epoch [14][2700/3757] lr: 1.000e-02, eta: 7 days, 0:22:10, time: 1.856, data_time: 0.032, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0366, loss: 2.0366, grad_norm: 5.0806 2021-01-28 13:51:44,349 - mmaction - INFO - Epoch [14][2720/3757] lr: 1.000e-02, eta: 7 days, 0:21:08, time: 1.675, data_time: 0.019, memory: 7136, top1_acc: 0.5234, top5_acc: 0.7602, loss_cls: 2.0452, loss: 2.0452, grad_norm: 4.9293 2021-01-28 13:52:22,915 - mmaction - INFO - Epoch [14][2740/3757] lr: 1.000e-02, eta: 7 days, 0:20:35, time: 1.904, data_time: 0.031, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7641, loss_cls: 2.0034, loss: 2.0034, grad_norm: 5.0084 2021-01-28 13:53:01,705 - mmaction - INFO - Epoch [14][2760/3757] lr: 1.000e-02, eta: 7 days, 0:20:06, time: 1.940, data_time: 0.032, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7695, loss_cls: 2.0177, loss: 2.0177, grad_norm: 5.0152 2021-01-28 13:53:29,867 - mmaction - INFO - Epoch [14][2780/3757] lr: 1.000e-02, eta: 7 days, 0:18:32, time: 1.416, data_time: 0.029, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7445, loss_cls: 2.1230, loss: 2.1230, grad_norm: 5.2017 2021-01-28 13:53:57,073 - mmaction - INFO - Epoch [14][2800/3757] lr: 1.000e-02, eta: 7 days, 0:16:52, time: 1.371, data_time: 0.018, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7422, loss_cls: 2.1380, loss: 2.1380, grad_norm: 5.1380 2021-01-28 13:54:26,758 - mmaction - INFO - Epoch [14][2820/3757] lr: 1.000e-02, eta: 7 days, 0:15:26, time: 1.483, data_time: 0.006, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7508, loss_cls: 2.0952, loss: 2.0952, grad_norm: 5.2369 2021-01-28 13:55:02,233 - mmaction - INFO - Epoch [14][2840/3757] lr: 1.000e-02, eta: 7 days, 0:14:37, time: 1.776, data_time: 0.011, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7516, loss_cls: 2.0587, loss: 2.0587, grad_norm: 5.1994 2021-01-28 13:55:33,560 - mmaction - INFO - Epoch [14][2860/3757] lr: 1.000e-02, eta: 7 days, 0:13:19, time: 1.545, data_time: 0.007, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.1155, loss: 2.1155, grad_norm: 5.2148 2021-01-28 13:56:11,176 - mmaction - INFO - Epoch [14][2880/3757] lr: 1.000e-02, eta: 7 days, 0:12:44, time: 1.886, data_time: 0.034, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7711, loss_cls: 2.1061, loss: 2.1061, grad_norm: 5.1955 2021-01-28 13:56:39,263 - mmaction - INFO - Epoch [14][2900/3757] lr: 1.000e-02, eta: 7 days, 0:11:09, time: 1.416, data_time: 0.021, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.0891, loss: 2.0891, grad_norm: 5.1813 2021-01-28 13:57:09,631 - mmaction - INFO - Epoch [14][2920/3757] lr: 1.000e-02, eta: 7 days, 0:09:48, time: 1.517, data_time: 0.010, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7625, loss_cls: 2.0321, loss: 2.0321, grad_norm: 4.9985 2021-01-28 13:57:40,120 - mmaction - INFO - Epoch [14][2940/3757] lr: 1.000e-02, eta: 7 days, 0:08:27, time: 1.523, data_time: 0.012, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7516, loss_cls: 2.1056, loss: 2.1056, grad_norm: 5.1022 2021-01-28 13:58:21,470 - mmaction - INFO - Epoch [14][2960/3757] lr: 1.000e-02, eta: 7 days, 0:08:12, time: 2.047, data_time: 0.013, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7625, loss_cls: 2.0672, loss: 2.0672, grad_norm: 5.0825 2021-01-28 13:58:54,858 - mmaction - INFO - Epoch [14][2980/3757] lr: 1.000e-02, eta: 7 days, 0:07:13, time: 1.692, data_time: 0.035, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7625, loss_cls: 2.1015, loss: 2.1015, grad_norm: 5.0291 2021-01-28 13:59:31,400 - mmaction - INFO - Epoch [14][3000/3757] lr: 1.000e-02, eta: 7 days, 0:06:30, time: 1.825, data_time: 0.011, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7531, loss_cls: 2.1087, loss: 2.1087, grad_norm: 4.8545 2021-01-28 14:00:03,319 - mmaction - INFO - Epoch [14][3020/3757] lr: 1.000e-02, eta: 7 days, 0:05:19, time: 1.597, data_time: 0.016, memory: 7136, top1_acc: 0.5008, top5_acc: 0.7438, loss_cls: 2.1307, loss: 2.1307, grad_norm: 4.8552 2021-01-28 14:00:37,366 - mmaction - INFO - Epoch [14][3040/3757] lr: 1.000e-02, eta: 7 days, 0:04:21, time: 1.707, data_time: 0.010, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7484, loss_cls: 2.1003, loss: 2.1003, grad_norm: 5.1866 2021-01-28 14:01:17,251 - mmaction - INFO - Epoch [14][3060/3757] lr: 1.000e-02, eta: 7 days, 0:03:59, time: 1.988, data_time: 0.216, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7320, loss_cls: 2.1426, loss: 2.1426, grad_norm: 5.0223 2021-01-28 14:01:52,302 - mmaction - INFO - Epoch [14][3080/3757] lr: 1.000e-02, eta: 7 days, 0:03:08, time: 1.762, data_time: 0.011, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7578, loss_cls: 2.0542, loss: 2.0542, grad_norm: 5.1572 2021-01-28 14:02:36,524 - mmaction - INFO - Epoch [14][3100/3757] lr: 1.000e-02, eta: 7 days, 0:03:11, time: 2.189, data_time: 0.010, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7648, loss_cls: 2.0177, loss: 2.0177, grad_norm: 5.1648 2021-01-28 14:03:22,409 - mmaction - INFO - Epoch [14][3120/3757] lr: 1.000e-02, eta: 7 days, 0:03:27, time: 2.305, data_time: 0.029, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7648, loss_cls: 2.0064, loss: 2.0064, grad_norm: 5.2682 2021-01-28 14:03:59,335 - mmaction - INFO - Epoch [14][3140/3757] lr: 1.000e-02, eta: 7 days, 0:02:46, time: 1.835, data_time: 0.016, memory: 7136, top1_acc: 0.4992, top5_acc: 0.7453, loss_cls: 2.1146, loss: 2.1146, grad_norm: 5.1422 2021-01-28 14:04:51,111 - mmaction - INFO - Epoch [14][3160/3757] lr: 1.000e-02, eta: 7 days, 0:03:39, time: 2.596, data_time: 0.033, memory: 7136, top1_acc: 0.5023, top5_acc: 0.7430, loss_cls: 2.1304, loss: 2.1304, grad_norm: 5.0739 2021-01-28 14:05:27,720 - mmaction - INFO - Epoch [14][3180/3757] lr: 1.000e-02, eta: 7 days, 0:02:58, time: 1.841, data_time: 0.018, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7531, loss_cls: 2.1038, loss: 2.1038, grad_norm: 4.9394 2021-01-28 14:06:05,136 - mmaction - INFO - Epoch [14][3200/3757] lr: 1.000e-02, eta: 7 days, 0:02:19, time: 1.858, data_time: 0.012, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7523, loss_cls: 2.0632, loss: 2.0632, grad_norm: 4.9089 2021-01-28 14:06:53,688 - mmaction - INFO - Epoch [14][3220/3757] lr: 1.000e-02, eta: 7 days, 0:02:50, time: 2.419, data_time: 0.030, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7539, loss_cls: 2.0741, loss: 2.0741, grad_norm: 5.1096 2021-01-28 14:07:24,402 - mmaction - INFO - Epoch [14][3240/3757] lr: 1.000e-02, eta: 7 days, 0:01:32, time: 1.538, data_time: 0.030, memory: 7136, top1_acc: 0.5102, top5_acc: 0.7578, loss_cls: 2.0939, loss: 2.0939, grad_norm: 5.1845 2021-01-28 14:07:58,628 - mmaction - INFO - Epoch [14][3260/3757] lr: 1.000e-02, eta: 7 days, 0:00:38, time: 1.736, data_time: 0.028, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7516, loss_cls: 2.1244, loss: 2.1244, grad_norm: 5.0116 2021-01-28 14:08:42,142 - mmaction - INFO - Epoch [14][3280/3757] lr: 1.000e-02, eta: 7 days, 0:00:36, time: 2.154, data_time: 0.189, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7328, loss_cls: 2.1613, loss: 2.1613, grad_norm: 5.0398 2021-01-28 14:09:23,915 - mmaction - INFO - Epoch [14][3300/3757] lr: 1.000e-02, eta: 7 days, 0:00:26, time: 2.092, data_time: 0.032, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7805, loss_cls: 1.9636, loss: 1.9636, grad_norm: 5.0648 2021-01-28 14:09:58,709 - mmaction - INFO - Epoch [14][3320/3757] lr: 1.000e-02, eta: 6 days, 23:59:35, time: 1.759, data_time: 0.052, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7695, loss_cls: 1.9811, loss: 1.9811, grad_norm: 5.2036 2021-01-28 14:10:36,294 - mmaction - INFO - Epoch [14][3340/3757] lr: 1.000e-02, eta: 6 days, 23:58:56, time: 1.858, data_time: 0.015, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7766, loss_cls: 1.9729, loss: 1.9729, grad_norm: 5.1932 2021-01-28 14:11:15,794 - mmaction - INFO - Epoch [14][3360/3757] lr: 1.000e-02, eta: 6 days, 23:58:34, time: 1.991, data_time: 0.226, memory: 7136, top1_acc: 0.4992, top5_acc: 0.7336, loss_cls: 2.1089, loss: 2.1089, grad_norm: 5.3388 2021-01-28 14:11:52,632 - mmaction - INFO - Epoch [14][3380/3757] lr: 1.000e-02, eta: 6 days, 23:57:53, time: 1.840, data_time: 0.059, memory: 7136, top1_acc: 0.5102, top5_acc: 0.7367, loss_cls: 2.1788, loss: 2.1788, grad_norm: 5.2531 2021-01-28 14:12:28,526 - mmaction - INFO - Epoch [14][3400/3757] lr: 1.000e-02, eta: 6 days, 23:57:05, time: 1.786, data_time: 0.013, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7375, loss_cls: 2.1228, loss: 2.1228, grad_norm: 4.9713 2021-01-28 14:13:21,836 - mmaction - INFO - Epoch [14][3420/3757] lr: 1.000e-02, eta: 6 days, 23:58:07, time: 2.674, data_time: 0.026, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.0914, loss: 2.0914, grad_norm: 5.2312 2021-01-28 14:13:47,426 - mmaction - INFO - Epoch [14][3440/3757] lr: 1.000e-02, eta: 6 days, 23:56:17, time: 1.278, data_time: 0.014, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7531, loss_cls: 2.1157, loss: 2.1157, grad_norm: 5.0635 2021-01-28 14:14:24,828 - mmaction - INFO - Epoch [14][3460/3757] lr: 1.000e-02, eta: 6 days, 23:55:40, time: 1.876, data_time: 0.018, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7633, loss_cls: 2.0259, loss: 2.0259, grad_norm: 5.1551 2021-01-28 14:15:03,151 - mmaction - INFO - Epoch [14][3480/3757] lr: 1.000e-02, eta: 6 days, 23:55:06, time: 1.895, data_time: 0.004, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7477, loss_cls: 2.1433, loss: 2.1433, grad_norm: 5.1415 2021-01-28 14:15:42,595 - mmaction - INFO - Epoch [14][3500/3757] lr: 1.000e-02, eta: 6 days, 23:54:42, time: 1.976, data_time: 0.029, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7555, loss_cls: 2.1080, loss: 2.1080, grad_norm: 5.1433 2021-01-28 14:16:17,580 - mmaction - INFO - Epoch [14][3520/3757] lr: 1.000e-02, eta: 6 days, 23:53:51, time: 1.760, data_time: 0.028, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7477, loss_cls: 2.1546, loss: 2.1546, grad_norm: 5.0871 2021-01-28 14:16:46,287 - mmaction - INFO - Epoch [14][3540/3757] lr: 1.000e-02, eta: 6 days, 23:52:19, time: 1.424, data_time: 0.011, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7406, loss_cls: 2.1491, loss: 2.1491, grad_norm: 4.9531 2021-01-28 14:17:20,341 - mmaction - INFO - Epoch [14][3560/3757] lr: 1.000e-02, eta: 6 days, 23:51:22, time: 1.714, data_time: 0.023, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7703, loss_cls: 2.0740, loss: 2.0740, grad_norm: 5.0573 2021-01-28 14:17:59,214 - mmaction - INFO - Epoch [14][3580/3757] lr: 1.000e-02, eta: 6 days, 23:50:54, time: 1.941, data_time: 0.016, memory: 7136, top1_acc: 0.4945, top5_acc: 0.7438, loss_cls: 2.0782, loss: 2.0782, grad_norm: 5.1553 2021-01-28 14:18:39,324 - mmaction - INFO - Epoch [14][3600/3757] lr: 1.000e-02, eta: 6 days, 23:50:33, time: 2.009, data_time: 0.018, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7516, loss_cls: 2.1494, loss: 2.1494, grad_norm: 5.3134 2021-01-28 14:19:21,529 - mmaction - INFO - Epoch [14][3620/3757] lr: 1.000e-02, eta: 6 days, 23:50:24, time: 2.098, data_time: 0.012, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7727, loss_cls: 2.0227, loss: 2.0227, grad_norm: 5.0479 2021-01-28 14:20:03,633 - mmaction - INFO - Epoch [14][3640/3757] lr: 1.000e-02, eta: 6 days, 23:50:14, time: 2.093, data_time: 0.021, memory: 7136, top1_acc: 0.5336, top5_acc: 0.7477, loss_cls: 2.0375, loss: 2.0375, grad_norm: 5.0774 2021-01-28 14:20:37,070 - mmaction - INFO - Epoch [14][3660/3757] lr: 1.000e-02, eta: 6 days, 23:49:17, time: 1.703, data_time: 0.043, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7586, loss_cls: 2.0412, loss: 2.0412, grad_norm: 5.1473 2021-01-28 14:21:13,997 - mmaction - INFO - Epoch [14][3680/3757] lr: 1.000e-02, eta: 6 days, 23:48:36, time: 1.842, data_time: 0.013, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7422, loss_cls: 2.1504, loss: 2.1504, grad_norm: 5.3820 2021-01-28 14:21:50,397 - mmaction - INFO - Epoch [14][3700/3757] lr: 1.000e-02, eta: 6 days, 23:47:50, time: 1.803, data_time: 0.018, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7484, loss_cls: 2.0773, loss: 2.0773, grad_norm: 5.1427 2021-01-28 14:22:31,153 - mmaction - INFO - Epoch [14][3720/3757] lr: 1.000e-02, eta: 6 days, 23:47:36, time: 2.054, data_time: 0.026, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7445, loss_cls: 2.1141, loss: 2.1141, grad_norm: 5.0171 2021-01-28 14:23:10,555 - mmaction - INFO - Epoch [14][3740/3757] lr: 1.000e-02, eta: 6 days, 23:47:10, time: 1.964, data_time: 0.006, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7617, loss_cls: 2.0291, loss: 2.0291, grad_norm: 5.1992 2021-01-28 14:24:05,729 - mmaction - INFO - Saving checkpoint at 14 epochs 2021-01-28 17:33:21,689 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-28 17:33:24,172 - mmaction - INFO - top1_acc 0.6042 top5_acc 0.8390 2021-01-28 17:33:24,173 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-28 17:33:24,340 - mmaction - INFO - mean_acc 0.6041 2021-01-28 17:33:24,342 - mmaction - INFO - Now best checkpoint is epoch_14.pth 2021-01-28 17:33:25,406 - mmaction - INFO - Epoch(val) [14][3757] top1_acc: 0.6042, top5_acc: 0.8390, mean_class_accuracy: 0.6041 2021-01-28 17:36:51,891 - mmaction - INFO - Epoch [15][20/3757] lr: 1.000e-02, eta: 6 days, 23:59:58, time: 10.280, data_time: 8.247, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7508, loss_cls: 2.0894, loss: 2.0894, grad_norm: 4.9427 2021-01-28 17:37:28,526 - mmaction - INFO - Epoch [15][40/3757] lr: 1.000e-02, eta: 6 days, 23:59:17, time: 1.835, data_time: 0.026, memory: 7136, top1_acc: 0.5336, top5_acc: 0.7664, loss_cls: 2.0230, loss: 2.0230, grad_norm: 5.0369 2021-01-28 17:38:08,706 - mmaction - INFO - Epoch [15][60/3757] lr: 1.000e-02, eta: 6 days, 23:58:56, time: 2.006, data_time: 0.019, memory: 7136, top1_acc: 0.5461, top5_acc: 0.7758, loss_cls: 1.9410, loss: 1.9410, grad_norm: 5.0581 2021-01-28 17:38:40,790 - mmaction - INFO - Epoch [15][80/3757] lr: 1.000e-02, eta: 6 days, 23:57:46, time: 1.607, data_time: 0.013, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7500, loss_cls: 2.1081, loss: 2.1081, grad_norm: 5.1399 2021-01-28 17:39:04,575 - mmaction - INFO - Epoch [15][100/3757] lr: 1.000e-02, eta: 6 days, 23:55:44, time: 1.189, data_time: 0.012, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7688, loss_cls: 2.0216, loss: 2.0216, grad_norm: 5.0823 2021-01-28 17:39:33,860 - mmaction - INFO - Epoch [15][120/3757] lr: 1.000e-02, eta: 6 days, 23:54:17, time: 1.461, data_time: 0.003, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7352, loss_cls: 2.1164, loss: 2.1164, grad_norm: 5.2675 2021-01-28 17:40:14,393 - mmaction - INFO - Epoch [15][140/3757] lr: 1.000e-02, eta: 6 days, 23:53:59, time: 2.030, data_time: 0.006, memory: 7136, top1_acc: 0.5336, top5_acc: 0.7727, loss_cls: 2.0032, loss: 2.0032, grad_norm: 4.9939 2021-01-28 17:40:41,364 - mmaction - INFO - Epoch [15][160/3757] lr: 1.000e-02, eta: 6 days, 23:52:16, time: 1.341, data_time: 0.008, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7539, loss_cls: 2.0570, loss: 2.0570, grad_norm: 5.1096 2021-01-28 17:41:04,641 - mmaction - INFO - Epoch [15][180/3757] lr: 1.000e-02, eta: 6 days, 23:50:12, time: 1.157, data_time: 0.012, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7625, loss_cls: 1.9706, loss: 1.9706, grad_norm: 5.0958 2021-01-28 17:41:27,330 - mmaction - INFO - Epoch [15][200/3757] lr: 1.000e-02, eta: 6 days, 23:48:05, time: 1.144, data_time: 0.018, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7633, loss_cls: 2.0463, loss: 2.0463, grad_norm: 5.1507 2021-01-28 17:41:55,897 - mmaction - INFO - Epoch [15][220/3757] lr: 1.000e-02, eta: 6 days, 23:46:33, time: 1.422, data_time: 0.006, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7633, loss_cls: 2.0436, loss: 2.0436, grad_norm: 4.9909 2021-01-28 17:42:22,414 - mmaction - INFO - Epoch [15][240/3757] lr: 1.000e-02, eta: 6 days, 23:44:49, time: 1.329, data_time: 0.013, memory: 7136, top1_acc: 0.5461, top5_acc: 0.7766, loss_cls: 1.9182, loss: 1.9182, grad_norm: 4.9241 2021-01-28 17:42:51,074 - mmaction - INFO - Epoch [15][260/3757] lr: 1.000e-02, eta: 6 days, 23:43:17, time: 1.424, data_time: 0.010, memory: 7136, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 2.0076, loss: 2.0076, grad_norm: 5.1097 2021-01-28 17:43:25,830 - mmaction - INFO - Epoch [15][280/3757] lr: 1.000e-02, eta: 6 days, 23:42:23, time: 1.730, data_time: 0.017, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7672, loss_cls: 2.0022, loss: 2.0022, grad_norm: 5.0085 2021-01-28 17:44:03,825 - mmaction - INFO - Epoch [15][300/3757] lr: 1.000e-02, eta: 6 days, 23:41:50, time: 1.906, data_time: 0.027, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7664, loss_cls: 2.0889, loss: 2.0889, grad_norm: 5.2828 2021-01-28 17:44:42,920 - mmaction - INFO - Epoch [15][320/3757] lr: 1.000e-02, eta: 6 days, 23:41:24, time: 1.963, data_time: 0.021, memory: 7136, top1_acc: 0.5234, top5_acc: 0.7664, loss_cls: 2.0119, loss: 2.0119, grad_norm: 5.0852 2021-01-28 17:45:08,911 - mmaction - INFO - Epoch [15][340/3757] lr: 1.000e-02, eta: 6 days, 23:39:37, time: 1.304, data_time: 0.011, memory: 7136, top1_acc: 0.5539, top5_acc: 0.7969, loss_cls: 1.8493, loss: 1.8493, grad_norm: 5.1185 2021-01-28 17:45:38,967 - mmaction - INFO - Epoch [15][360/3757] lr: 1.000e-02, eta: 6 days, 23:38:15, time: 1.501, data_time: 0.005, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.0526, loss: 2.0526, grad_norm: 5.0992 2021-01-28 17:46:05,220 - mmaction - INFO - Epoch [15][380/3757] lr: 1.000e-02, eta: 6 days, 23:36:30, time: 1.316, data_time: 0.009, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7766, loss_cls: 1.9964, loss: 1.9964, grad_norm: 5.1053 2021-01-28 17:46:30,605 - mmaction - INFO - Epoch [15][400/3757] lr: 1.000e-02, eta: 6 days, 23:34:39, time: 1.266, data_time: 0.009, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7742, loss_cls: 1.9700, loss: 1.9700, grad_norm: 5.1357 2021-01-28 17:47:06,395 - mmaction - INFO - Epoch [15][420/3757] lr: 1.000e-02, eta: 6 days, 23:33:53, time: 1.793, data_time: 0.012, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7578, loss_cls: 2.0525, loss: 2.0525, grad_norm: 5.0584 2021-01-28 17:47:41,013 - mmaction - INFO - Epoch [15][440/3757] lr: 1.000e-02, eta: 6 days, 23:32:58, time: 1.731, data_time: 0.012, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7578, loss_cls: 2.0269, loss: 2.0269, grad_norm: 5.1323 2021-01-28 17:48:13,392 - mmaction - INFO - Epoch [15][460/3757] lr: 1.000e-02, eta: 6 days, 23:31:51, time: 1.620, data_time: 0.013, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7461, loss_cls: 2.0437, loss: 2.0437, grad_norm: 5.3725 2021-01-28 17:48:46,371 - mmaction - INFO - Epoch [15][480/3757] lr: 1.000e-02, eta: 6 days, 23:30:46, time: 1.648, data_time: 0.006, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0721, loss: 2.0721, grad_norm: 5.0697 2021-01-28 17:49:17,567 - mmaction - INFO - Epoch [15][500/3757] lr: 1.000e-02, eta: 6 days, 23:29:28, time: 1.536, data_time: 0.006, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7672, loss_cls: 2.0369, loss: 2.0369, grad_norm: 5.1022 2021-01-28 17:49:49,219 - mmaction - INFO - Epoch [15][520/3757] lr: 1.000e-02, eta: 6 days, 23:28:18, time: 1.598, data_time: 0.026, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0663, loss: 2.0663, grad_norm: 5.0566 2021-01-28 17:50:23,141 - mmaction - INFO - Epoch [15][540/3757] lr: 1.000e-02, eta: 6 days, 23:27:17, time: 1.671, data_time: 0.012, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7578, loss_cls: 2.0682, loss: 2.0682, grad_norm: 4.9048 2021-01-28 17:51:06,249 - mmaction - INFO - Epoch [15][560/3757] lr: 1.000e-02, eta: 6 days, 23:27:17, time: 2.180, data_time: 0.036, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7750, loss_cls: 2.0016, loss: 2.0016, grad_norm: 5.0244 2021-01-28 17:51:46,508 - mmaction - INFO - Epoch [15][580/3757] lr: 1.000e-02, eta: 6 days, 23:26:56, time: 2.004, data_time: 0.018, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7555, loss_cls: 2.0789, loss: 2.0789, grad_norm: 5.1297 2021-01-28 17:52:30,081 - mmaction - INFO - Epoch [15][600/3757] lr: 1.000e-02, eta: 6 days, 23:26:56, time: 2.177, data_time: 0.019, memory: 7136, top1_acc: 0.5234, top5_acc: 0.7680, loss_cls: 2.0217, loss: 2.0217, grad_norm: 5.1302 2021-01-28 17:52:59,029 - mmaction - INFO - Epoch [15][620/3757] lr: 1.000e-02, eta: 6 days, 23:25:30, time: 1.464, data_time: 0.022, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7586, loss_cls: 2.0371, loss: 2.0371, grad_norm: 5.0649 2021-01-28 17:53:32,432 - mmaction - INFO - Epoch [15][640/3757] lr: 1.000e-02, eta: 6 days, 23:24:28, time: 1.669, data_time: 0.013, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7602, loss_cls: 1.9810, loss: 1.9810, grad_norm: 4.9212 2021-01-28 17:54:02,050 - mmaction - INFO - Epoch [15][660/3757] lr: 1.000e-02, eta: 6 days, 23:23:01, time: 1.460, data_time: 0.004, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7695, loss_cls: 2.0119, loss: 2.0119, grad_norm: 5.1693 2021-01-28 17:54:29,541 - mmaction - INFO - Epoch [15][680/3757] lr: 1.000e-02, eta: 6 days, 23:21:26, time: 1.395, data_time: 0.029, memory: 7136, top1_acc: 0.5430, top5_acc: 0.7609, loss_cls: 2.0083, loss: 2.0083, grad_norm: 5.0985 2021-01-28 17:54:55,902 - mmaction - INFO - Epoch [15][700/3757] lr: 1.000e-02, eta: 6 days, 23:19:42, time: 1.313, data_time: 0.009, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7578, loss_cls: 2.0347, loss: 2.0347, grad_norm: 5.1239 2021-01-28 17:55:29,033 - mmaction - INFO - Epoch [15][720/3757] lr: 1.000e-02, eta: 6 days, 23:18:37, time: 1.645, data_time: 0.016, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7664, loss_cls: 1.9756, loss: 1.9756, grad_norm: 5.1991 2021-01-28 17:56:11,995 - mmaction - INFO - Epoch [15][740/3757] lr: 1.000e-02, eta: 6 days, 23:18:33, time: 2.141, data_time: 0.033, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7453, loss_cls: 2.1140, loss: 2.1140, grad_norm: 5.1344 2021-01-28 17:56:42,905 - mmaction - INFO - Epoch [15][760/3757] lr: 1.000e-02, eta: 6 days, 23:17:17, time: 1.548, data_time: 0.035, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7555, loss_cls: 2.0526, loss: 2.0526, grad_norm: 5.0644 2021-01-28 17:57:19,563 - mmaction - INFO - Epoch [15][780/3757] lr: 1.000e-02, eta: 6 days, 23:16:37, time: 1.843, data_time: 0.028, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7648, loss_cls: 1.9940, loss: 1.9940, grad_norm: 5.2200 2021-01-28 17:57:54,331 - mmaction - INFO - Epoch [15][800/3757] lr: 1.000e-02, eta: 6 days, 23:15:45, time: 1.749, data_time: 0.020, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 1.9529, loss: 1.9529, grad_norm: 5.2603 2021-01-28 17:58:31,048 - mmaction - INFO - Epoch [15][820/3757] lr: 1.000e-02, eta: 6 days, 23:15:01, time: 1.818, data_time: 0.008, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7719, loss_cls: 2.0299, loss: 2.0299, grad_norm: 5.4095 2021-01-28 17:58:58,721 - mmaction - INFO - Epoch [15][840/3757] lr: 1.000e-02, eta: 6 days, 23:13:28, time: 1.406, data_time: 0.032, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7508, loss_cls: 2.0847, loss: 2.0847, grad_norm: 5.2382 2021-01-28 17:59:27,437 - mmaction - INFO - Epoch [15][860/3757] lr: 1.000e-02, eta: 6 days, 23:11:58, time: 1.431, data_time: 0.003, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7695, loss_cls: 2.0107, loss: 2.0107, grad_norm: 5.1270 2021-01-28 17:59:54,354 - mmaction - INFO - Epoch [15][880/3757] lr: 1.000e-02, eta: 6 days, 23:10:18, time: 1.350, data_time: 0.007, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7547, loss_cls: 2.0326, loss: 2.0326, grad_norm: 5.1258 2021-01-28 18:00:25,488 - mmaction - INFO - Epoch [15][900/3757] lr: 1.000e-02, eta: 6 days, 23:09:03, time: 1.555, data_time: 0.012, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7625, loss_cls: 2.0602, loss: 2.0602, grad_norm: 5.2275 2021-01-28 18:00:54,540 - mmaction - INFO - Epoch [15][920/3757] lr: 1.000e-02, eta: 6 days, 23:07:36, time: 1.449, data_time: 0.007, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7516, loss_cls: 2.1054, loss: 2.1054, grad_norm: 5.0966 2021-01-28 18:01:23,578 - mmaction - INFO - Epoch [15][940/3757] lr: 1.000e-02, eta: 6 days, 23:06:06, time: 1.436, data_time: 0.008, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7656, loss_cls: 2.0237, loss: 2.0237, grad_norm: 5.1972 2021-01-28 18:02:05,126 - mmaction - INFO - Epoch [15][960/3757] lr: 1.000e-02, eta: 6 days, 23:05:56, time: 2.093, data_time: 0.023, memory: 7136, top1_acc: 0.5437, top5_acc: 0.7883, loss_cls: 1.9340, loss: 1.9340, grad_norm: 5.2383 2021-01-28 18:02:43,667 - mmaction - INFO - Epoch [15][980/3757] lr: 1.000e-02, eta: 6 days, 23:05:27, time: 1.932, data_time: 0.008, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7570, loss_cls: 2.0509, loss: 2.0509, grad_norm: 5.2404 2021-01-28 18:03:20,179 - mmaction - INFO - Epoch [15][1000/3757] lr: 1.000e-02, eta: 6 days, 23:04:44, time: 1.821, data_time: 0.001, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7688, loss_cls: 2.0380, loss: 2.0380, grad_norm: 4.9495 2021-01-28 18:03:49,506 - mmaction - INFO - Epoch [15][1020/3757] lr: 1.000e-02, eta: 6 days, 23:03:18, time: 1.469, data_time: 0.007, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7523, loss_cls: 2.0501, loss: 2.0501, grad_norm: 5.0505 2021-01-28 18:04:21,366 - mmaction - INFO - Epoch [15][1040/3757] lr: 1.000e-02, eta: 6 days, 23:02:06, time: 1.578, data_time: 0.005, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7617, loss_cls: 1.9729, loss: 1.9729, grad_norm: 5.1408 2021-01-28 18:04:49,667 - mmaction - INFO - Epoch [15][1060/3757] lr: 1.000e-02, eta: 6 days, 23:00:36, time: 1.428, data_time: 0.019, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7742, loss_cls: 1.9903, loss: 1.9903, grad_norm: 5.2084 2021-01-28 18:05:30,475 - mmaction - INFO - Epoch [15][1080/3757] lr: 1.000e-02, eta: 6 days, 23:00:18, time: 2.022, data_time: 0.007, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7500, loss_cls: 2.0445, loss: 2.0445, grad_norm: 5.1151 2021-01-28 18:06:00,738 - mmaction - INFO - Epoch [15][1100/3757] lr: 1.000e-02, eta: 6 days, 22:59:00, time: 1.536, data_time: 0.027, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7500, loss_cls: 2.0697, loss: 2.0697, grad_norm: 5.2509 2021-01-28 18:06:35,402 - mmaction - INFO - Epoch [15][1120/3757] lr: 1.000e-02, eta: 6 days, 22:58:06, time: 1.727, data_time: 0.005, memory: 7136, top1_acc: 0.5602, top5_acc: 0.7812, loss_cls: 1.9061, loss: 1.9061, grad_norm: 5.0963 2021-01-28 18:07:15,137 - mmaction - INFO - Epoch [15][1140/3757] lr: 1.000e-02, eta: 6 days, 22:57:43, time: 1.987, data_time: 0.009, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7609, loss_cls: 2.0759, loss: 2.0759, grad_norm: 5.3246 2021-01-28 18:07:52,600 - mmaction - INFO - Epoch [15][1160/3757] lr: 1.000e-02, eta: 6 days, 22:57:05, time: 1.856, data_time: 0.007, memory: 7136, top1_acc: 0.5414, top5_acc: 0.7617, loss_cls: 2.0135, loss: 2.0135, grad_norm: 5.2638 2021-01-28 18:08:26,222 - mmaction - INFO - Epoch [15][1180/3757] lr: 1.000e-02, eta: 6 days, 22:56:05, time: 1.677, data_time: 0.025, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7445, loss_cls: 2.0842, loss: 2.0842, grad_norm: 5.1507 2021-01-28 18:09:10,515 - mmaction - INFO - Epoch [15][1200/3757] lr: 1.000e-02, eta: 6 days, 22:56:12, time: 2.241, data_time: 0.038, memory: 7136, top1_acc: 0.5234, top5_acc: 0.7578, loss_cls: 2.0954, loss: 2.0954, grad_norm: 5.2373 2021-01-28 18:09:55,405 - mmaction - INFO - Epoch [15][1220/3757] lr: 1.000e-02, eta: 6 days, 22:56:19, time: 2.239, data_time: 0.006, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7445, loss_cls: 2.0633, loss: 2.0633, grad_norm: 5.0526 2021-01-28 18:10:31,495 - mmaction - INFO - Epoch [15][1240/3757] lr: 1.000e-02, eta: 6 days, 22:55:35, time: 1.807, data_time: 0.017, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7594, loss_cls: 2.1075, loss: 2.1075, grad_norm: 5.2352 2021-01-28 18:11:09,725 - mmaction - INFO - Epoch [15][1260/3757] lr: 1.000e-02, eta: 6 days, 22:55:03, time: 1.915, data_time: 0.017, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7555, loss_cls: 2.1068, loss: 2.1068, grad_norm: 5.0804 2021-01-28 18:11:43,065 - mmaction - INFO - Epoch [15][1280/3757] lr: 1.000e-02, eta: 6 days, 22:53:59, time: 1.641, data_time: 0.012, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7570, loss_cls: 2.0574, loss: 2.0574, grad_norm: 5.0042 2021-01-28 18:12:23,268 - mmaction - INFO - Epoch [15][1300/3757] lr: 1.000e-02, eta: 6 days, 22:53:39, time: 2.016, data_time: 0.055, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.0598, loss: 2.0598, grad_norm: 4.9580 2021-01-28 18:13:05,763 - mmaction - INFO - Epoch [15][1320/3757] lr: 1.000e-02, eta: 6 days, 22:53:34, time: 2.139, data_time: 0.023, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7578, loss_cls: 2.0540, loss: 2.0540, grad_norm: 5.1146 2021-01-28 18:13:42,673 - mmaction - INFO - Epoch [15][1340/3757] lr: 1.000e-02, eta: 6 days, 22:52:54, time: 1.841, data_time: 0.008, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7586, loss_cls: 2.1048, loss: 2.1048, grad_norm: 5.0348 2021-01-28 18:14:13,908 - mmaction - INFO - Epoch [15][1360/3757] lr: 1.000e-02, eta: 6 days, 22:51:40, time: 1.562, data_time: 0.014, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7609, loss_cls: 1.9932, loss: 1.9932, grad_norm: 5.0144 2021-01-28 18:15:15,545 - mmaction - INFO - Epoch [15][1380/3757] lr: 1.000e-02, eta: 6 days, 22:53:28, time: 3.088, data_time: 0.017, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7742, loss_cls: 1.9461, loss: 1.9461, grad_norm: 5.0394 2021-01-28 18:15:46,052 - mmaction - INFO - Epoch [15][1400/3757] lr: 1.000e-02, eta: 6 days, 22:52:10, time: 1.519, data_time: 0.011, memory: 7136, top1_acc: 0.5453, top5_acc: 0.7656, loss_cls: 1.9612, loss: 1.9612, grad_norm: 5.0699 2021-01-28 18:16:18,470 - mmaction - INFO - Epoch [15][1420/3757] lr: 1.000e-02, eta: 6 days, 22:51:01, time: 1.608, data_time: 0.015, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7414, loss_cls: 2.0973, loss: 2.0973, grad_norm: 5.1798 2021-01-28 18:17:14,186 - mmaction - INFO - Epoch [15][1440/3757] lr: 1.000e-02, eta: 6 days, 22:52:15, time: 2.796, data_time: 0.025, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7586, loss_cls: 2.0829, loss: 2.0829, grad_norm: 5.2116 2021-01-28 18:17:52,450 - mmaction - INFO - Epoch [15][1460/3757] lr: 1.000e-02, eta: 6 days, 22:51:43, time: 1.920, data_time: 0.028, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7711, loss_cls: 1.9942, loss: 1.9942, grad_norm: 4.9292 2021-01-28 18:18:41,250 - mmaction - INFO - Epoch [15][1480/3757] lr: 1.000e-02, eta: 6 days, 22:52:14, time: 2.443, data_time: 0.008, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7656, loss_cls: 2.0157, loss: 2.0157, grad_norm: 5.0833 2021-01-28 18:19:17,925 - mmaction - INFO - Epoch [15][1500/3757] lr: 1.000e-02, eta: 6 days, 22:51:31, time: 1.818, data_time: 0.005, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7648, loss_cls: 2.0368, loss: 2.0368, grad_norm: 5.1256 2021-01-28 18:20:03,153 - mmaction - INFO - Epoch [15][1520/3757] lr: 1.000e-02, eta: 6 days, 22:51:40, time: 2.260, data_time: 0.022, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7586, loss_cls: 2.0211, loss: 2.0211, grad_norm: 5.1236 2021-01-28 18:20:36,499 - mmaction - INFO - Epoch [15][1540/3757] lr: 1.000e-02, eta: 6 days, 22:50:41, time: 1.684, data_time: 0.030, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7688, loss_cls: 2.0185, loss: 2.0185, grad_norm: 5.0391 2021-01-28 18:21:18,892 - mmaction - INFO - Epoch [15][1560/3757] lr: 1.000e-02, eta: 6 days, 22:50:32, time: 2.103, data_time: 0.006, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7672, loss_cls: 1.9963, loss: 1.9963, grad_norm: 5.0091 2021-01-28 18:21:50,222 - mmaction - INFO - Epoch [15][1580/3757] lr: 1.000e-02, eta: 6 days, 22:49:20, time: 1.582, data_time: 0.023, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7227, loss_cls: 2.1597, loss: 2.1597, grad_norm: 5.1580 2021-01-28 18:22:20,455 - mmaction - INFO - Epoch [15][1600/3757] lr: 1.000e-02, eta: 6 days, 22:48:01, time: 1.517, data_time: 0.009, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7656, loss_cls: 2.0243, loss: 2.0243, grad_norm: 5.0319 2021-01-28 18:23:08,375 - mmaction - INFO - Epoch [15][1620/3757] lr: 1.000e-02, eta: 6 days, 22:48:23, time: 2.367, data_time: 0.003, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7539, loss_cls: 2.0156, loss: 2.0156, grad_norm: 5.2228 2021-01-28 18:23:41,837 - mmaction - INFO - Epoch [15][1640/3757] lr: 1.000e-02, eta: 6 days, 22:47:25, time: 1.688, data_time: 0.032, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7484, loss_cls: 2.0838, loss: 2.0838, grad_norm: 5.1698 2021-01-28 18:24:11,287 - mmaction - INFO - Epoch [15][1660/3757] lr: 1.000e-02, eta: 6 days, 22:46:02, time: 1.482, data_time: 0.019, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7586, loss_cls: 2.0575, loss: 2.0575, grad_norm: 5.0348 2021-01-28 18:24:45,558 - mmaction - INFO - Epoch [15][1680/3757] lr: 1.000e-02, eta: 6 days, 22:45:06, time: 1.714, data_time: 0.030, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 2.0216, loss: 2.0216, grad_norm: 5.4184 2021-01-28 18:25:26,788 - mmaction - INFO - Epoch [15][1700/3757] lr: 1.000e-02, eta: 6 days, 22:44:52, time: 2.065, data_time: 0.009, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 2.0770, loss: 2.0770, grad_norm: 5.0813 2021-01-28 18:26:00,842 - mmaction - INFO - Epoch [15][1720/3757] lr: 1.000e-02, eta: 6 days, 22:43:53, time: 1.686, data_time: 0.011, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7719, loss_cls: 2.0359, loss: 2.0359, grad_norm: 5.1333 2021-01-28 18:26:41,151 - mmaction - INFO - Epoch [15][1740/3757] lr: 1.000e-02, eta: 6 days, 22:43:31, time: 1.999, data_time: 0.021, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7594, loss_cls: 2.0527, loss: 2.0527, grad_norm: 5.0807 2021-01-28 18:27:25,212 - mmaction - INFO - Epoch [15][1760/3757] lr: 1.000e-02, eta: 6 days, 22:43:36, time: 2.221, data_time: 0.037, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7562, loss_cls: 2.0150, loss: 2.0150, grad_norm: 5.0045 2021-01-28 18:28:04,928 - mmaction - INFO - Epoch [15][1780/3757] lr: 1.000e-02, eta: 6 days, 22:43:13, time: 1.987, data_time: 0.021, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7461, loss_cls: 2.0590, loss: 2.0590, grad_norm: 5.0314 2021-01-28 18:28:39,807 - mmaction - INFO - Epoch [15][1800/3757] lr: 1.000e-02, eta: 6 days, 22:42:22, time: 1.754, data_time: 0.017, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7648, loss_cls: 2.0433, loss: 2.0433, grad_norm: 5.0169 2021-01-28 18:29:11,785 - mmaction - INFO - Epoch [15][1820/3757] lr: 1.000e-02, eta: 6 days, 22:41:13, time: 1.600, data_time: 0.552, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7469, loss_cls: 2.0558, loss: 2.0558, grad_norm: 5.1045 2021-01-28 18:29:42,965 - mmaction - INFO - Epoch [15][1840/3757] lr: 1.000e-02, eta: 6 days, 22:39:56, time: 1.531, data_time: 0.008, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7633, loss_cls: 2.0376, loss: 2.0376, grad_norm: 5.1768 2021-01-28 18:30:16,159 - mmaction - INFO - Epoch [15][1860/3757] lr: 1.000e-02, eta: 6 days, 22:38:57, time: 1.688, data_time: 0.034, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7555, loss_cls: 2.0162, loss: 2.0162, grad_norm: 5.2185 2021-01-28 18:30:53,541 - mmaction - INFO - Epoch [15][1880/3757] lr: 1.000e-02, eta: 6 days, 22:38:20, time: 1.870, data_time: 0.009, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7680, loss_cls: 2.0131, loss: 2.0131, grad_norm: 5.1330 2021-01-28 18:31:34,269 - mmaction - INFO - Epoch [15][1900/3757] lr: 1.000e-02, eta: 6 days, 22:38:02, time: 2.034, data_time: 0.005, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7719, loss_cls: 1.9862, loss: 1.9862, grad_norm: 4.9762 2021-01-28 18:32:17,031 - mmaction - INFO - Epoch [15][1920/3757] lr: 1.000e-02, eta: 6 days, 22:37:55, time: 2.126, data_time: 0.021, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7570, loss_cls: 2.0746, loss: 2.0746, grad_norm: 5.1552 2021-01-28 18:32:49,772 - mmaction - INFO - Epoch [15][1940/3757] lr: 1.000e-02, eta: 6 days, 22:36:52, time: 1.650, data_time: 0.019, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 2.0291, loss: 2.0291, grad_norm: 5.0909 2021-01-28 18:33:32,628 - mmaction - INFO - Epoch [15][1960/3757] lr: 1.000e-02, eta: 6 days, 22:36:46, time: 2.132, data_time: 0.012, memory: 7136, top1_acc: 0.5430, top5_acc: 0.7680, loss_cls: 1.9841, loss: 1.9841, grad_norm: 5.0268 2021-01-28 18:34:06,479 - mmaction - INFO - Epoch [15][1980/3757] lr: 1.000e-02, eta: 6 days, 22:35:48, time: 1.693, data_time: 0.022, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7805, loss_cls: 1.9500, loss: 1.9500, grad_norm: 5.2278 2021-01-28 18:34:40,089 - mmaction - INFO - Epoch [15][2000/3757] lr: 1.000e-02, eta: 6 days, 22:34:50, time: 1.695, data_time: 0.016, memory: 7136, top1_acc: 0.5555, top5_acc: 0.7812, loss_cls: 1.9188, loss: 1.9188, grad_norm: 5.1470 2021-01-28 18:35:24,070 - mmaction - INFO - Epoch [15][2020/3757] lr: 1.000e-02, eta: 6 days, 22:34:49, time: 2.175, data_time: 0.005, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7633, loss_cls: 2.0159, loss: 2.0159, grad_norm: 5.1287 2021-01-28 18:36:02,509 - mmaction - INFO - Epoch [15][2040/3757] lr: 1.000e-02, eta: 6 days, 22:34:20, time: 1.942, data_time: 0.041, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7391, loss_cls: 2.1172, loss: 2.1172, grad_norm: 5.2286 2021-01-28 18:36:39,413 - mmaction - INFO - Epoch [15][2060/3757] lr: 1.000e-02, eta: 6 days, 22:33:40, time: 1.842, data_time: 0.012, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7766, loss_cls: 1.9758, loss: 1.9758, grad_norm: 5.1745 2021-01-28 18:37:05,271 - mmaction - INFO - Epoch [15][2080/3757] lr: 1.000e-02, eta: 6 days, 22:31:56, time: 1.300, data_time: 0.016, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7664, loss_cls: 2.0595, loss: 2.0595, grad_norm: 5.1411 2021-01-28 18:37:37,477 - mmaction - INFO - Epoch [15][2100/3757] lr: 1.000e-02, eta: 6 days, 22:30:48, time: 1.604, data_time: 0.003, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7539, loss_cls: 2.0899, loss: 2.0899, grad_norm: 5.0575 2021-01-28 18:38:14,385 - mmaction - INFO - Epoch [15][2120/3757] lr: 1.000e-02, eta: 6 days, 22:30:07, time: 1.834, data_time: 0.008, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7711, loss_cls: 1.9927, loss: 1.9927, grad_norm: 5.1907 2021-01-28 18:39:00,167 - mmaction - INFO - Epoch [15][2140/3757] lr: 1.000e-02, eta: 6 days, 22:30:20, time: 2.297, data_time: 0.021, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7680, loss_cls: 1.9609, loss: 1.9609, grad_norm: 5.1124 2021-01-28 18:39:45,478 - mmaction - INFO - Epoch [15][2160/3757] lr: 1.000e-02, eta: 6 days, 22:30:28, time: 2.260, data_time: 0.011, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7680, loss_cls: 2.0387, loss: 2.0387, grad_norm: 5.2008 2021-01-28 18:40:21,934 - mmaction - INFO - Epoch [15][2180/3757] lr: 1.000e-02, eta: 6 days, 22:29:47, time: 1.834, data_time: 0.022, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7789, loss_cls: 1.9803, loss: 1.9803, grad_norm: 5.2291 2021-01-28 18:40:47,236 - mmaction - INFO - Epoch [15][2200/3757] lr: 1.000e-02, eta: 6 days, 22:27:58, time: 1.255, data_time: 0.014, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 2.0271, loss: 2.0271, grad_norm: 5.0907 2021-01-28 18:41:23,812 - mmaction - INFO - Epoch [15][2220/3757] lr: 1.000e-02, eta: 6 days, 22:27:17, time: 1.837, data_time: 0.014, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7602, loss_cls: 2.0583, loss: 2.0583, grad_norm: 5.1907 2021-01-28 18:41:55,673 - mmaction - INFO - Epoch [15][2240/3757] lr: 1.000e-02, eta: 6 days, 22:26:07, time: 1.584, data_time: 0.011, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7656, loss_cls: 2.0838, loss: 2.0838, grad_norm: 5.2498 2021-01-28 18:42:36,229 - mmaction - INFO - Epoch [15][2260/3757] lr: 1.000e-02, eta: 6 days, 22:25:48, time: 2.029, data_time: 0.015, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7477, loss_cls: 2.0935, loss: 2.0935, grad_norm: 5.2611 2021-01-28 18:43:09,752 - mmaction - INFO - Epoch [15][2280/3757] lr: 1.000e-02, eta: 6 days, 22:24:50, time: 1.689, data_time: 0.015, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7461, loss_cls: 2.0864, loss: 2.0864, grad_norm: 5.2438 2021-01-28 18:43:55,473 - mmaction - INFO - Epoch [15][2300/3757] lr: 1.000e-02, eta: 6 days, 22:25:00, time: 2.277, data_time: 0.003, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7578, loss_cls: 2.0176, loss: 2.0176, grad_norm: 5.0617 2021-01-28 18:44:26,320 - mmaction - INFO - Epoch [15][2320/3757] lr: 1.000e-02, eta: 6 days, 22:23:46, time: 1.548, data_time: 0.011, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7641, loss_cls: 2.0397, loss: 2.0397, grad_norm: 5.2890 2021-01-28 18:45:19,239 - mmaction - INFO - Epoch [15][2340/3757] lr: 1.000e-02, eta: 6 days, 22:24:39, time: 2.646, data_time: 0.005, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 1.9822, loss: 1.9822, grad_norm: 5.1535 2021-01-28 18:45:57,712 - mmaction - INFO - Epoch [15][2360/3757] lr: 1.000e-02, eta: 6 days, 22:24:06, time: 1.899, data_time: 0.005, memory: 7136, top1_acc: 0.5375, top5_acc: 0.7680, loss_cls: 1.9824, loss: 1.9824, grad_norm: 5.0447 2021-01-28 18:46:38,888 - mmaction - INFO - Epoch [15][2380/3757] lr: 1.000e-02, eta: 6 days, 22:23:53, time: 2.082, data_time: 0.033, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7469, loss_cls: 2.1193, loss: 2.1193, grad_norm: 5.3107 2021-01-28 18:47:18,446 - mmaction - INFO - Epoch [15][2400/3757] lr: 1.000e-02, eta: 6 days, 22:23:25, time: 1.950, data_time: 0.007, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7547, loss_cls: 2.0584, loss: 2.0584, grad_norm: 5.1938 2021-01-28 18:47:50,024 - mmaction - INFO - Epoch [15][2420/3757] lr: 1.000e-02, eta: 6 days, 22:22:17, time: 1.603, data_time: 0.036, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0987, loss: 2.0987, grad_norm: 5.2513 2021-01-28 18:48:24,256 - mmaction - INFO - Epoch [15][2440/3757] lr: 1.000e-02, eta: 6 days, 22:21:21, time: 1.710, data_time: 0.016, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7406, loss_cls: 2.1323, loss: 2.1323, grad_norm: 4.9292 2021-01-28 18:48:58,740 - mmaction - INFO - Epoch [15][2460/3757] lr: 1.000e-02, eta: 6 days, 22:20:28, time: 1.727, data_time: 0.013, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7680, loss_cls: 1.9858, loss: 1.9858, grad_norm: 5.1819 2021-01-28 18:49:24,265 - mmaction - INFO - Epoch [15][2480/3757] lr: 1.000e-02, eta: 6 days, 22:18:41, time: 1.270, data_time: 0.017, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7656, loss_cls: 2.0638, loss: 2.0638, grad_norm: 5.4138 2021-01-28 18:50:07,487 - mmaction - INFO - Epoch [15][2500/3757] lr: 1.000e-02, eta: 6 days, 22:18:39, time: 2.172, data_time: 0.020, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7422, loss_cls: 2.0962, loss: 2.0962, grad_norm: 5.1278 2021-01-28 18:50:38,985 - mmaction - INFO - Epoch [15][2520/3757] lr: 1.000e-02, eta: 6 days, 22:17:27, time: 1.568, data_time: 0.005, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7539, loss_cls: 2.0295, loss: 2.0295, grad_norm: 4.8464 2021-01-28 18:51:10,586 - mmaction - INFO - Epoch [15][2540/3757] lr: 1.000e-02, eta: 6 days, 22:16:14, time: 1.564, data_time: 0.012, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7805, loss_cls: 1.9938, loss: 1.9938, grad_norm: 5.1053 2021-01-28 18:51:45,310 - mmaction - INFO - Epoch [15][2560/3757] lr: 1.000e-02, eta: 6 days, 22:15:24, time: 1.753, data_time: 0.030, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7766, loss_cls: 1.9898, loss: 1.9898, grad_norm: 5.0287 2021-01-28 18:52:17,173 - mmaction - INFO - Epoch [15][2580/3757] lr: 1.000e-02, eta: 6 days, 22:14:15, time: 1.595, data_time: 0.011, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7680, loss_cls: 2.0221, loss: 2.0221, grad_norm: 5.1055 2021-01-28 18:52:54,397 - mmaction - INFO - Epoch [15][2600/3757] lr: 1.000e-02, eta: 6 days, 22:13:36, time: 1.856, data_time: 0.009, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7641, loss_cls: 2.0046, loss: 2.0046, grad_norm: 5.1839 2021-01-28 18:53:34,395 - mmaction - INFO - Epoch [15][2620/3757] lr: 1.000e-02, eta: 6 days, 22:13:13, time: 1.988, data_time: 0.012, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7703, loss_cls: 2.0109, loss: 2.0109, grad_norm: 5.2454 2021-01-28 18:54:20,089 - mmaction - INFO - Epoch [15][2640/3757] lr: 1.000e-02, eta: 6 days, 22:13:24, time: 2.282, data_time: 0.024, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7523, loss_cls: 2.0315, loss: 2.0315, grad_norm: 5.1091 2021-01-28 18:55:05,765 - mmaction - INFO - Epoch [15][2660/3757] lr: 1.000e-02, eta: 6 days, 22:13:36, time: 2.293, data_time: 0.026, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7508, loss_cls: 2.0926, loss: 2.0926, grad_norm: 4.9325 2021-01-28 18:55:48,722 - mmaction - INFO - Epoch [15][2680/3757] lr: 1.000e-02, eta: 6 days, 22:13:32, time: 2.159, data_time: 0.016, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7586, loss_cls: 2.1229, loss: 2.1229, grad_norm: 5.3023 2021-01-28 18:56:27,298 - mmaction - INFO - Epoch [15][2700/3757] lr: 1.000e-02, eta: 6 days, 22:13:01, time: 1.918, data_time: 0.005, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7648, loss_cls: 2.0422, loss: 2.0422, grad_norm: 5.1337 2021-01-28 18:56:56,039 - mmaction - INFO - Epoch [15][2720/3757] lr: 1.000e-02, eta: 6 days, 22:11:34, time: 1.442, data_time: 0.120, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7805, loss_cls: 2.0067, loss: 2.0067, grad_norm: 5.1745 2021-01-28 18:57:24,061 - mmaction - INFO - Epoch [15][2740/3757] lr: 1.000e-02, eta: 6 days, 22:10:02, time: 1.396, data_time: 0.012, memory: 7136, top1_acc: 0.5414, top5_acc: 0.7766, loss_cls: 1.9084, loss: 1.9084, grad_norm: 5.0201 2021-01-28 18:58:06,341 - mmaction - INFO - Epoch [15][2760/3757] lr: 1.000e-02, eta: 6 days, 22:09:55, time: 2.128, data_time: 0.027, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7672, loss_cls: 2.0634, loss: 2.0634, grad_norm: 5.2061 2021-01-28 18:58:48,379 - mmaction - INFO - Epoch [15][2780/3757] lr: 1.000e-02, eta: 6 days, 22:09:44, time: 2.098, data_time: 0.002, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7570, loss_cls: 2.0833, loss: 2.0833, grad_norm: 5.2870 2021-01-28 18:59:24,353 - mmaction - INFO - Epoch [15][2800/3757] lr: 1.000e-02, eta: 6 days, 22:08:56, time: 1.770, data_time: 0.009, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7570, loss_cls: 2.0928, loss: 2.0928, grad_norm: 5.1194 2021-01-28 19:00:04,181 - mmaction - INFO - Epoch [15][2820/3757] lr: 1.000e-02, eta: 6 days, 22:08:35, time: 2.014, data_time: 0.036, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7586, loss_cls: 2.0704, loss: 2.0704, grad_norm: 4.9797 2021-01-28 19:00:37,560 - mmaction - INFO - Epoch [15][2840/3757] lr: 1.000e-02, eta: 6 days, 22:07:35, time: 1.672, data_time: 0.016, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7422, loss_cls: 2.1177, loss: 2.1177, grad_norm: 5.0469 2021-01-28 19:01:10,117 - mmaction - INFO - Epoch [15][2860/3757] lr: 1.000e-02, eta: 6 days, 22:06:31, time: 1.632, data_time: 0.009, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7711, loss_cls: 2.0335, loss: 2.0335, grad_norm: 5.1681 2021-01-28 19:01:48,850 - mmaction - INFO - Epoch [15][2880/3757] lr: 1.000e-02, eta: 6 days, 22:05:58, time: 1.910, data_time: 0.004, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7719, loss_cls: 1.9926, loss: 1.9926, grad_norm: 4.9048 2021-01-28 19:02:20,147 - mmaction - INFO - Epoch [15][2900/3757] lr: 1.000e-02, eta: 6 days, 22:04:49, time: 1.589, data_time: 0.031, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7641, loss_cls: 1.9814, loss: 1.9814, grad_norm: 5.0831 2021-01-28 19:02:56,254 - mmaction - INFO - Epoch [15][2920/3757] lr: 1.000e-02, eta: 6 days, 22:04:04, time: 1.806, data_time: 0.008, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7617, loss_cls: 1.9811, loss: 1.9811, grad_norm: 5.1081 2021-01-28 19:03:29,195 - mmaction - INFO - Epoch [15][2940/3757] lr: 1.000e-02, eta: 6 days, 22:03:01, time: 1.641, data_time: 0.008, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7586, loss_cls: 2.0821, loss: 2.0821, grad_norm: 5.1951 2021-01-28 19:04:09,274 - mmaction - INFO - Epoch [15][2960/3757] lr: 1.000e-02, eta: 6 days, 22:02:38, time: 1.988, data_time: 0.021, memory: 7136, top1_acc: 0.4914, top5_acc: 0.7273, loss_cls: 2.2274, loss: 2.2274, grad_norm: 5.1114 2021-01-28 19:04:39,233 - mmaction - INFO - Epoch [15][2980/3757] lr: 1.000e-02, eta: 6 days, 22:01:21, time: 1.522, data_time: 0.028, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7672, loss_cls: 2.1026, loss: 2.1026, grad_norm: 5.2606 2021-01-28 19:05:17,641 - mmaction - INFO - Epoch [15][3000/3757] lr: 1.000e-02, eta: 6 days, 22:00:48, time: 1.911, data_time: 0.356, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7570, loss_cls: 2.0355, loss: 2.0355, grad_norm: 5.1118 2021-01-28 19:05:57,264 - mmaction - INFO - Epoch [15][3020/3757] lr: 1.000e-02, eta: 6 days, 22:00:25, time: 1.990, data_time: 0.013, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7547, loss_cls: 2.0600, loss: 2.0600, grad_norm: 5.2575 2021-01-28 19:06:33,828 - mmaction - INFO - Epoch [15][3040/3757] lr: 1.000e-02, eta: 6 days, 21:59:43, time: 1.825, data_time: 0.008, memory: 7136, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9951, loss: 1.9951, grad_norm: 5.0555 2021-01-28 19:07:12,542 - mmaction - INFO - Epoch [15][3060/3757] lr: 1.000e-02, eta: 6 days, 21:59:11, time: 1.917, data_time: 0.008, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7602, loss_cls: 2.0385, loss: 2.0385, grad_norm: 5.1954 2021-01-28 19:07:57,055 - mmaction - INFO - Epoch [15][3080/3757] lr: 1.000e-02, eta: 6 days, 21:59:16, time: 2.231, data_time: 0.029, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7406, loss_cls: 2.1212, loss: 2.1212, grad_norm: 5.0844 2021-01-28 19:08:30,074 - mmaction - INFO - Epoch [15][3100/3757] lr: 1.000e-02, eta: 6 days, 21:58:16, time: 1.669, data_time: 0.021, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7508, loss_cls: 2.1299, loss: 2.1299, grad_norm: 5.0838 2021-01-28 19:09:01,687 - mmaction - INFO - Epoch [15][3120/3757] lr: 1.000e-02, eta: 6 days, 21:57:05, time: 1.575, data_time: 0.007, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7570, loss_cls: 2.0258, loss: 2.0258, grad_norm: 4.9178 2021-01-28 19:09:46,612 - mmaction - INFO - Epoch [15][3140/3757] lr: 1.000e-02, eta: 6 days, 21:57:08, time: 2.221, data_time: 0.008, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7500, loss_cls: 2.0266, loss: 2.0266, grad_norm: 5.1515 2021-01-28 19:10:17,321 - mmaction - INFO - Epoch [15][3160/3757] lr: 1.000e-02, eta: 6 days, 21:55:53, time: 1.540, data_time: 0.035, memory: 7136, top1_acc: 0.4906, top5_acc: 0.7516, loss_cls: 2.1341, loss: 2.1341, grad_norm: 5.2877 2021-01-28 19:10:59,100 - mmaction - INFO - Epoch [15][3180/3757] lr: 1.000e-02, eta: 6 days, 21:55:42, time: 2.093, data_time: 0.028, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7914, loss_cls: 1.9757, loss: 1.9757, grad_norm: 5.2562 2021-01-28 19:11:38,713 - mmaction - INFO - Epoch [15][3200/3757] lr: 1.000e-02, eta: 6 days, 21:55:18, time: 1.981, data_time: 0.024, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7625, loss_cls: 1.9898, loss: 1.9898, grad_norm: 5.1217 2021-01-28 19:12:17,619 - mmaction - INFO - Epoch [15][3220/3757] lr: 1.000e-02, eta: 6 days, 21:54:50, time: 1.953, data_time: 0.025, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1303, loss: 2.1303, grad_norm: 5.1574 2021-01-28 19:13:00,461 - mmaction - INFO - Epoch [15][3240/3757] lr: 1.000e-02, eta: 6 days, 21:54:45, time: 2.151, data_time: 0.024, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7375, loss_cls: 2.0622, loss: 2.0622, grad_norm: 4.9191 2021-01-28 19:13:41,223 - mmaction - INFO - Epoch [15][3260/3757] lr: 1.000e-02, eta: 6 days, 21:54:26, time: 2.027, data_time: 0.009, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7680, loss_cls: 2.1118, loss: 2.1118, grad_norm: 5.1401 2021-01-28 19:14:15,808 - mmaction - INFO - Epoch [15][3280/3757] lr: 1.000e-02, eta: 6 days, 21:53:34, time: 1.735, data_time: 0.023, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7461, loss_cls: 2.1467, loss: 2.1467, grad_norm: 5.2055 2021-01-28 19:14:56,892 - mmaction - INFO - Epoch [15][3300/3757] lr: 1.000e-02, eta: 6 days, 21:53:16, time: 2.037, data_time: 0.020, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7352, loss_cls: 2.1573, loss: 2.1573, grad_norm: 4.9704 2021-01-28 19:15:24,444 - mmaction - INFO - Epoch [15][3320/3757] lr: 1.000e-02, eta: 6 days, 21:51:45, time: 1.396, data_time: 0.029, memory: 7136, top1_acc: 0.5008, top5_acc: 0.7469, loss_cls: 2.1082, loss: 2.1082, grad_norm: 5.1017 2021-01-28 19:15:56,887 - mmaction - INFO - Epoch [15][3340/3757] lr: 1.000e-02, eta: 6 days, 21:50:39, time: 1.624, data_time: 0.010, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7664, loss_cls: 2.0472, loss: 2.0472, grad_norm: 5.1374 2021-01-28 19:16:30,713 - mmaction - INFO - Epoch [15][3360/3757] lr: 1.000e-02, eta: 6 days, 21:49:40, time: 1.670, data_time: 0.009, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7672, loss_cls: 2.0301, loss: 2.0301, grad_norm: 5.0354 2021-01-28 19:17:08,709 - mmaction - INFO - Epoch [15][3380/3757] lr: 1.000e-02, eta: 6 days, 21:49:08, time: 1.917, data_time: 0.031, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7625, loss_cls: 1.9891, loss: 1.9891, grad_norm: 5.2552 2021-01-28 19:17:59,849 - mmaction - INFO - Epoch [15][3400/3757] lr: 1.000e-02, eta: 6 days, 21:49:51, time: 2.568, data_time: 0.019, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7562, loss_cls: 2.0256, loss: 2.0256, grad_norm: 5.0528 2021-01-28 19:18:46,127 - mmaction - INFO - Epoch [15][3420/3757] lr: 1.000e-02, eta: 6 days, 21:50:03, time: 2.302, data_time: 0.002, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7727, loss_cls: 1.9776, loss: 1.9776, grad_norm: 5.1930 2021-01-28 19:19:29,462 - mmaction - INFO - Epoch [15][3440/3757] lr: 1.000e-02, eta: 6 days, 21:50:00, time: 2.175, data_time: 0.017, memory: 7136, top1_acc: 0.5461, top5_acc: 0.7609, loss_cls: 1.9987, loss: 1.9987, grad_norm: 5.2498 2021-01-28 19:20:12,447 - mmaction - INFO - Epoch [15][3460/3757] lr: 1.000e-02, eta: 6 days, 21:49:53, time: 2.131, data_time: 0.007, memory: 7136, top1_acc: 0.5461, top5_acc: 0.7773, loss_cls: 1.9444, loss: 1.9444, grad_norm: 5.0327 2021-01-28 19:20:50,692 - mmaction - INFO - Epoch [15][3480/3757] lr: 1.000e-02, eta: 6 days, 21:49:20, time: 1.908, data_time: 0.027, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7594, loss_cls: 2.0425, loss: 2.0425, grad_norm: 5.1915 2021-01-28 19:21:25,624 - mmaction - INFO - Epoch [15][3500/3757] lr: 1.000e-02, eta: 6 days, 21:48:32, time: 1.773, data_time: 0.028, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7609, loss_cls: 2.0595, loss: 2.0595, grad_norm: 5.3024 2021-01-28 19:21:54,583 - mmaction - INFO - Epoch [15][3520/3757] lr: 1.000e-02, eta: 6 days, 21:47:06, time: 1.442, data_time: 0.003, memory: 7136, top1_acc: 0.5445, top5_acc: 0.7547, loss_cls: 2.0091, loss: 2.0091, grad_norm: 5.0907 2021-01-28 19:22:39,642 - mmaction - INFO - Epoch [15][3540/3757] lr: 1.000e-02, eta: 6 days, 21:47:13, time: 2.252, data_time: 0.008, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7602, loss_cls: 2.0419, loss: 2.0419, grad_norm: 5.1753 2021-01-28 19:23:22,522 - mmaction - INFO - Epoch [15][3560/3757] lr: 1.000e-02, eta: 6 days, 21:47:07, time: 2.140, data_time: 0.011, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.0887, loss: 2.0887, grad_norm: 5.0001 2021-01-28 19:24:06,081 - mmaction - INFO - Epoch [15][3580/3757] lr: 1.000e-02, eta: 6 days, 21:47:00, time: 2.134, data_time: 0.011, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7469, loss_cls: 2.0537, loss: 2.0537, grad_norm: 5.0890 2021-01-28 19:24:45,885 - mmaction - INFO - Epoch [15][3600/3757] lr: 1.000e-02, eta: 6 days, 21:46:40, time: 2.024, data_time: 0.058, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7523, loss_cls: 2.0609, loss: 2.0609, grad_norm: 5.0431 2021-01-28 19:25:39,068 - mmaction - INFO - Epoch [15][3620/3757] lr: 1.000e-02, eta: 6 days, 21:47:31, time: 2.645, data_time: 0.021, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7531, loss_cls: 2.0578, loss: 2.0578, grad_norm: 5.1048 2021-01-28 19:26:20,392 - mmaction - INFO - Epoch [15][3640/3757] lr: 1.000e-02, eta: 6 days, 21:47:19, time: 2.095, data_time: 0.410, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7461, loss_cls: 2.0828, loss: 2.0828, grad_norm: 5.2849 2021-01-28 19:27:00,002 - mmaction - INFO - Epoch [15][3660/3757] lr: 1.000e-02, eta: 6 days, 21:46:55, time: 1.981, data_time: 0.271, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7719, loss_cls: 1.9775, loss: 1.9775, grad_norm: 5.1838 2021-01-28 19:27:36,624 - mmaction - INFO - Epoch [15][3680/3757] lr: 1.000e-02, eta: 6 days, 21:46:12, time: 1.820, data_time: 0.013, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1080, loss: 2.1080, grad_norm: 5.1655 2021-01-28 19:28:07,797 - mmaction - INFO - Epoch [15][3700/3757] lr: 1.000e-02, eta: 6 days, 21:45:00, time: 1.562, data_time: 0.016, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7766, loss_cls: 2.0230, loss: 2.0230, grad_norm: 5.0770 2021-01-28 19:28:45,460 - mmaction - INFO - Epoch [15][3720/3757] lr: 1.000e-02, eta: 6 days, 21:44:24, time: 1.876, data_time: 0.012, memory: 7136, top1_acc: 0.5398, top5_acc: 0.7547, loss_cls: 2.0566, loss: 2.0566, grad_norm: 5.1934 2021-01-28 19:29:20,650 - mmaction - INFO - Epoch [15][3740/3757] lr: 1.000e-02, eta: 6 days, 21:43:35, time: 1.772, data_time: 0.022, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 2.0257, loss: 2.0257, grad_norm: 5.0863 2021-01-28 19:33:56,801 - mmaction - INFO - Epoch [16][20/3757] lr: 1.000e-02, eta: 6 days, 21:57:36, time: 11.486, data_time: 9.177, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7812, loss_cls: 1.9467, loss: 1.9467, grad_norm: 4.9803 2021-01-28 19:34:23,573 - mmaction - INFO - Epoch [16][40/3757] lr: 1.000e-02, eta: 6 days, 21:55:57, time: 1.327, data_time: 0.008, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7836, loss_cls: 1.9621, loss: 1.9621, grad_norm: 5.2043 2021-01-28 19:34:50,957 - mmaction - INFO - Epoch [16][60/3757] lr: 1.000e-02, eta: 6 days, 21:54:24, time: 1.384, data_time: 0.018, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7711, loss_cls: 1.9676, loss: 1.9676, grad_norm: 5.2681 2021-01-28 19:35:21,752 - mmaction - INFO - Epoch [16][80/3757] lr: 1.000e-02, eta: 6 days, 21:53:09, time: 1.536, data_time: 0.004, memory: 7136, top1_acc: 0.5414, top5_acc: 0.7641, loss_cls: 1.9643, loss: 1.9643, grad_norm: 5.2458 2021-01-28 19:35:58,146 - mmaction - INFO - Epoch [16][100/3757] lr: 1.000e-02, eta: 6 days, 21:52:26, time: 1.823, data_time: 0.008, memory: 7136, top1_acc: 0.5477, top5_acc: 0.7734, loss_cls: 1.9094, loss: 1.9094, grad_norm: 5.1332 2021-01-28 19:36:38,358 - mmaction - INFO - Epoch [16][120/3757] lr: 1.000e-02, eta: 6 days, 21:52:03, time: 1.998, data_time: 0.009, memory: 7136, top1_acc: 0.5477, top5_acc: 0.7688, loss_cls: 1.9317, loss: 1.9317, grad_norm: 5.0524 2021-01-28 19:37:17,102 - mmaction - INFO - Epoch [16][140/3757] lr: 1.000e-02, eta: 6 days, 21:51:32, time: 1.925, data_time: 0.017, memory: 7136, top1_acc: 0.5469, top5_acc: 0.7820, loss_cls: 1.9447, loss: 1.9447, grad_norm: 4.9708 2021-01-28 19:37:47,485 - mmaction - INFO - Epoch [16][160/3757] lr: 1.000e-02, eta: 6 days, 21:50:17, time: 1.536, data_time: 0.031, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7578, loss_cls: 2.0259, loss: 2.0259, grad_norm: 5.1191 2021-01-28 19:38:18,353 - mmaction - INFO - Epoch [16][180/3757] lr: 1.000e-02, eta: 6 days, 21:49:03, time: 1.551, data_time: 0.017, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7641, loss_cls: 1.9905, loss: 1.9905, grad_norm: 5.0122 2021-01-28 19:38:56,117 - mmaction - INFO - Epoch [16][200/3757] lr: 1.000e-02, eta: 6 days, 21:48:27, time: 1.879, data_time: 0.004, memory: 7136, top1_acc: 0.5336, top5_acc: 0.7750, loss_cls: 1.9500, loss: 1.9500, grad_norm: 5.2087 2021-01-28 19:39:24,384 - mmaction - INFO - Epoch [16][220/3757] lr: 1.000e-02, eta: 6 days, 21:46:59, time: 1.422, data_time: 0.014, memory: 7136, top1_acc: 0.5430, top5_acc: 0.7695, loss_cls: 1.9563, loss: 1.9563, grad_norm: 5.0890 2021-01-28 19:39:52,770 - mmaction - INFO - Epoch [16][240/3757] lr: 1.000e-02, eta: 6 days, 21:45:30, time: 1.415, data_time: 0.006, memory: 7136, top1_acc: 0.5531, top5_acc: 0.7758, loss_cls: 1.9606, loss: 1.9606, grad_norm: 4.9631 2021-01-28 19:40:22,080 - mmaction - INFO - Epoch [16][260/3757] lr: 1.000e-02, eta: 6 days, 21:44:06, time: 1.453, data_time: 0.010, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7570, loss_cls: 2.0541, loss: 2.0541, grad_norm: 5.1162 2021-01-28 19:40:53,724 - mmaction - INFO - Epoch [16][280/3757] lr: 1.000e-02, eta: 6 days, 21:42:55, time: 1.577, data_time: 0.024, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7609, loss_cls: 2.0220, loss: 2.0220, grad_norm: 5.0114 2021-01-28 19:41:28,969 - mmaction - INFO - Epoch [16][300/3757] lr: 1.000e-02, eta: 6 days, 21:42:07, time: 1.778, data_time: 0.034, memory: 7136, top1_acc: 0.5398, top5_acc: 0.7617, loss_cls: 1.9440, loss: 1.9440, grad_norm: 5.0327 2021-01-28 19:42:11,309 - mmaction - INFO - Epoch [16][320/3757] lr: 1.000e-02, eta: 6 days, 21:41:57, time: 2.109, data_time: 0.024, memory: 7136, top1_acc: 0.5547, top5_acc: 0.7891, loss_cls: 1.9317, loss: 1.9317, grad_norm: 5.1200 2021-01-28 19:42:41,411 - mmaction - INFO - Epoch [16][340/3757] lr: 1.000e-02, eta: 6 days, 21:40:38, time: 1.503, data_time: 0.023, memory: 7136, top1_acc: 0.5414, top5_acc: 0.7805, loss_cls: 1.9096, loss: 1.9096, grad_norm: 5.1122 2021-01-28 19:43:10,821 - mmaction - INFO - Epoch [16][360/3757] lr: 1.000e-02, eta: 6 days, 21:39:17, time: 1.479, data_time: 0.020, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7812, loss_cls: 1.9368, loss: 1.9368, grad_norm: 5.2524 2021-01-28 19:43:53,165 - mmaction - INFO - Epoch [16][380/3757] lr: 1.000e-02, eta: 6 days, 21:39:05, time: 2.099, data_time: 0.019, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7664, loss_cls: 1.9972, loss: 1.9972, grad_norm: 5.1348 2021-01-28 19:44:27,430 - mmaction - INFO - Epoch [16][400/3757] lr: 1.000e-02, eta: 6 days, 21:38:10, time: 1.705, data_time: 0.030, memory: 7136, top1_acc: 0.4969, top5_acc: 0.7430, loss_cls: 2.1361, loss: 2.1361, grad_norm: 5.4399 2021-01-28 19:44:53,378 - mmaction - INFO - Epoch [16][420/3757] lr: 1.000e-02, eta: 6 days, 21:36:31, time: 1.328, data_time: 0.037, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7695, loss_cls: 2.0043, loss: 2.0043, grad_norm: 5.0189 2021-01-28 19:45:15,904 - mmaction - INFO - Epoch [16][440/3757] lr: 1.000e-02, eta: 6 days, 21:34:31, time: 1.131, data_time: 0.006, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7406, loss_cls: 2.1138, loss: 2.1138, grad_norm: 5.1950 2021-01-28 19:45:45,300 - mmaction - INFO - Epoch [16][460/3757] lr: 1.000e-02, eta: 6 days, 21:33:09, time: 1.470, data_time: 0.011, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7477, loss_cls: 2.0255, loss: 2.0255, grad_norm: 5.1118 2021-01-28 19:46:16,119 - mmaction - INFO - Epoch [16][480/3757] lr: 1.000e-02, eta: 6 days, 21:31:55, time: 1.541, data_time: 0.011, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7469, loss_cls: 2.0777, loss: 2.0777, grad_norm: 5.1774 2021-01-28 19:46:44,695 - mmaction - INFO - Epoch [16][500/3757] lr: 1.000e-02, eta: 6 days, 21:30:27, time: 1.421, data_time: 0.006, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7531, loss_cls: 1.9951, loss: 1.9951, grad_norm: 5.0211 2021-01-28 19:47:19,790 - mmaction - INFO - Epoch [16][520/3757] lr: 1.000e-02, eta: 6 days, 21:29:38, time: 1.762, data_time: 0.011, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7562, loss_cls: 2.0647, loss: 2.0647, grad_norm: 5.3058 2021-01-28 19:47:45,908 - mmaction - INFO - Epoch [16][540/3757] lr: 1.000e-02, eta: 6 days, 21:27:56, time: 1.293, data_time: 0.005, memory: 7136, top1_acc: 0.5469, top5_acc: 0.7961, loss_cls: 1.9154, loss: 1.9154, grad_norm: 5.0805 2021-01-28 19:48:19,126 - mmaction - INFO - Epoch [16][560/3757] lr: 1.000e-02, eta: 6 days, 21:26:55, time: 1.660, data_time: 0.020, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7695, loss_cls: 2.0121, loss: 2.0121, grad_norm: 5.2260 2021-01-28 19:48:50,485 - mmaction - INFO - Epoch [16][580/3757] lr: 1.000e-02, eta: 6 days, 21:25:46, time: 1.583, data_time: 0.017, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7680, loss_cls: 1.9708, loss: 1.9708, grad_norm: 5.1862 2021-01-28 19:49:19,254 - mmaction - INFO - Epoch [16][600/3757] lr: 1.000e-02, eta: 6 days, 21:24:20, time: 1.436, data_time: 0.015, memory: 7136, top1_acc: 0.5477, top5_acc: 0.7625, loss_cls: 1.9787, loss: 1.9787, grad_norm: 5.1113 2021-01-28 19:49:50,725 - mmaction - INFO - Epoch [16][620/3757] lr: 1.000e-02, eta: 6 days, 21:23:08, time: 1.557, data_time: 0.005, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7555, loss_cls: 2.1069, loss: 2.1069, grad_norm: 5.4065 2021-01-28 19:50:18,389 - mmaction - INFO - Epoch [16][640/3757] lr: 1.000e-02, eta: 6 days, 21:21:37, time: 1.389, data_time: 0.027, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7648, loss_cls: 2.0572, loss: 2.0572, grad_norm: 5.2189 2021-01-28 19:50:50,321 - mmaction - INFO - Epoch [16][660/3757] lr: 1.000e-02, eta: 6 days, 21:20:30, time: 1.605, data_time: 0.015, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7578, loss_cls: 2.0367, loss: 2.0367, grad_norm: 5.2007 2021-01-28 19:51:19,858 - mmaction - INFO - Epoch [16][680/3757] lr: 1.000e-02, eta: 6 days, 21:19:10, time: 1.481, data_time: 0.008, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7734, loss_cls: 2.0140, loss: 2.0140, grad_norm: 5.1596 2021-01-28 19:51:46,131 - mmaction - INFO - Epoch [16][700/3757] lr: 1.000e-02, eta: 6 days, 21:17:29, time: 1.300, data_time: 0.002, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7430, loss_cls: 2.1337, loss: 2.1337, grad_norm: 5.1818 2021-01-28 19:52:22,211 - mmaction - INFO - Epoch [16][720/3757] lr: 1.000e-02, eta: 6 days, 21:16:46, time: 1.817, data_time: 0.019, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7508, loss_cls: 2.0744, loss: 2.0744, grad_norm: 4.9932 2021-01-28 19:52:59,885 - mmaction - INFO - Epoch [16][740/3757] lr: 1.000e-02, eta: 6 days, 21:16:07, time: 1.857, data_time: 0.002, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7547, loss_cls: 2.0245, loss: 2.0245, grad_norm: 4.9865 2021-01-28 19:53:30,590 - mmaction - INFO - Epoch [16][760/3757] lr: 1.000e-02, eta: 6 days, 21:14:55, time: 1.551, data_time: 0.028, memory: 7136, top1_acc: 0.5375, top5_acc: 0.7523, loss_cls: 2.0680, loss: 2.0680, grad_norm: 5.3826 2021-01-28 19:54:00,413 - mmaction - INFO - Epoch [16][780/3757] lr: 1.000e-02, eta: 6 days, 21:13:34, time: 1.481, data_time: 0.015, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.0607, loss: 2.0607, grad_norm: 5.1851 2021-01-28 19:54:31,063 - mmaction - INFO - Epoch [16][800/3757] lr: 1.000e-02, eta: 6 days, 21:12:22, time: 1.551, data_time: 0.025, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7547, loss_cls: 2.0313, loss: 2.0313, grad_norm: 5.1131 2021-01-28 19:54:57,702 - mmaction - INFO - Epoch [16][820/3757] lr: 1.000e-02, eta: 6 days, 21:10:45, time: 1.335, data_time: 0.006, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7680, loss_cls: 1.9980, loss: 1.9980, grad_norm: 5.0502 2021-01-28 19:55:25,914 - mmaction - INFO - Epoch [16][840/3757] lr: 1.000e-02, eta: 6 days, 21:09:15, time: 1.393, data_time: 0.003, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7609, loss_cls: 2.0097, loss: 2.0097, grad_norm: 5.1792 2021-01-28 19:55:56,807 - mmaction - INFO - Epoch [16][860/3757] lr: 1.000e-02, eta: 6 days, 21:08:02, time: 1.547, data_time: 0.020, memory: 7136, top1_acc: 0.5516, top5_acc: 0.7906, loss_cls: 1.8990, loss: 1.8990, grad_norm: 5.0762 2021-01-28 19:56:34,295 - mmaction - INFO - Epoch [16][880/3757] lr: 1.000e-02, eta: 6 days, 21:07:25, time: 1.869, data_time: 0.021, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7734, loss_cls: 2.0072, loss: 2.0072, grad_norm: 5.3524 2021-01-28 19:57:10,254 - mmaction - INFO - Epoch [16][900/3757] lr: 1.000e-02, eta: 6 days, 21:06:42, time: 1.818, data_time: 0.025, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7578, loss_cls: 1.9889, loss: 1.9889, grad_norm: 5.3498 2021-01-28 19:57:36,141 - mmaction - INFO - Epoch [16][920/3757] lr: 1.000e-02, eta: 6 days, 21:04:59, time: 1.272, data_time: 0.003, memory: 7136, top1_acc: 0.5594, top5_acc: 0.7805, loss_cls: 1.9049, loss: 1.9049, grad_norm: 4.9793 2021-01-28 19:58:24,036 - mmaction - INFO - Epoch [16][940/3757] lr: 1.000e-02, eta: 6 days, 21:05:23, time: 2.417, data_time: 0.025, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7719, loss_cls: 1.9313, loss: 1.9313, grad_norm: 4.9983 2021-01-28 19:58:58,883 - mmaction - INFO - Epoch [16][960/3757] lr: 1.000e-02, eta: 6 days, 21:04:30, time: 1.732, data_time: 0.001, memory: 7136, top1_acc: 0.5453, top5_acc: 0.7586, loss_cls: 1.9455, loss: 1.9455, grad_norm: 5.0579 2021-01-28 19:59:39,674 - mmaction - INFO - Epoch [16][980/3757] lr: 1.000e-02, eta: 6 days, 21:04:13, time: 2.043, data_time: 0.016, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7555, loss_cls: 2.0780, loss: 2.0780, grad_norm: 5.1837 2021-01-28 20:00:08,700 - mmaction - INFO - Epoch [16][1000/3757] lr: 1.000e-02, eta: 6 days, 21:02:49, time: 1.452, data_time: 0.008, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7719, loss_cls: 1.9640, loss: 1.9640, grad_norm: 5.1173 2021-01-28 20:00:34,268 - mmaction - INFO - Epoch [16][1020/3757] lr: 1.000e-02, eta: 6 days, 21:01:07, time: 1.280, data_time: 0.007, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7586, loss_cls: 2.0462, loss: 2.0462, grad_norm: 5.3093 2021-01-28 20:01:13,636 - mmaction - INFO - Epoch [16][1040/3757] lr: 1.000e-02, eta: 6 days, 21:00:38, time: 1.937, data_time: 0.006, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7547, loss_cls: 2.0602, loss: 2.0602, grad_norm: 5.1693 2021-01-28 20:01:54,396 - mmaction - INFO - Epoch [16][1060/3757] lr: 1.000e-02, eta: 6 days, 21:00:23, time: 2.070, data_time: 0.036, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7742, loss_cls: 1.9781, loss: 1.9781, grad_norm: 5.0135 2021-01-28 20:02:30,077 - mmaction - INFO - Epoch [16][1080/3757] lr: 1.000e-02, eta: 6 days, 20:59:35, time: 1.774, data_time: 0.116, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7680, loss_cls: 2.0455, loss: 2.0455, grad_norm: 5.2194 2021-01-28 20:03:09,903 - mmaction - INFO - Epoch [16][1100/3757] lr: 1.000e-02, eta: 6 days, 20:59:10, time: 1.977, data_time: 0.279, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 1.9687, loss: 1.9687, grad_norm: 5.1422 2021-01-28 20:03:47,571 - mmaction - INFO - Epoch [16][1120/3757] lr: 1.000e-02, eta: 6 days, 20:58:36, time: 1.893, data_time: 0.029, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7812, loss_cls: 1.9304, loss: 1.9304, grad_norm: 5.1836 2021-01-28 20:04:36,542 - mmaction - INFO - Epoch [16][1140/3757] lr: 1.000e-02, eta: 6 days, 20:59:05, time: 2.465, data_time: 0.025, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7609, loss_cls: 2.0703, loss: 2.0703, grad_norm: 5.2234 2021-01-28 20:05:08,685 - mmaction - INFO - Epoch [16][1160/3757] lr: 1.000e-02, eta: 6 days, 20:57:58, time: 1.602, data_time: 0.001, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7773, loss_cls: 1.9635, loss: 1.9635, grad_norm: 4.9866 2021-01-28 20:05:39,081 - mmaction - INFO - Epoch [16][1180/3757] lr: 1.000e-02, eta: 6 days, 20:56:39, time: 1.492, data_time: 0.006, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7703, loss_cls: 1.9638, loss: 1.9638, grad_norm: 5.1016 2021-01-28 20:06:20,185 - mmaction - INFO - Epoch [16][1200/3757] lr: 1.000e-02, eta: 6 days, 20:56:26, time: 2.085, data_time: 0.051, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 1.9884, loss: 1.9884, grad_norm: 5.1112 2021-01-28 20:06:56,289 - mmaction - INFO - Epoch [16][1220/3757] lr: 1.000e-02, eta: 6 days, 20:55:42, time: 1.808, data_time: 0.012, memory: 7136, top1_acc: 0.5437, top5_acc: 0.7727, loss_cls: 1.9819, loss: 1.9819, grad_norm: 5.0266 2021-01-28 20:07:35,566 - mmaction - INFO - Epoch [16][1240/3757] lr: 1.000e-02, eta: 6 days, 20:55:15, time: 1.953, data_time: 0.004, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7641, loss_cls: 2.0163, loss: 2.0163, grad_norm: 5.1265 2021-01-28 20:08:15,012 - mmaction - INFO - Epoch [16][1260/3757] lr: 1.000e-02, eta: 6 days, 20:54:48, time: 1.965, data_time: 0.021, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7508, loss_cls: 2.0294, loss: 2.0294, grad_norm: 5.2950 2021-01-28 20:08:57,677 - mmaction - INFO - Epoch [16][1280/3757] lr: 1.000e-02, eta: 6 days, 20:54:40, time: 2.130, data_time: 0.034, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7531, loss_cls: 2.0744, loss: 2.0744, grad_norm: 5.1881 2021-01-28 20:09:35,655 - mmaction - INFO - Epoch [16][1300/3757] lr: 1.000e-02, eta: 6 days, 20:54:09, time: 1.921, data_time: 0.024, memory: 7136, top1_acc: 0.5547, top5_acc: 0.7672, loss_cls: 1.9552, loss: 1.9552, grad_norm: 4.9727 2021-01-28 20:10:11,949 - mmaction - INFO - Epoch [16][1320/3757] lr: 1.000e-02, eta: 6 days, 20:53:25, time: 1.807, data_time: 0.002, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7664, loss_cls: 1.9713, loss: 1.9713, grad_norm: 5.1180 2021-01-28 20:10:50,239 - mmaction - INFO - Epoch [16][1340/3757] lr: 1.000e-02, eta: 6 days, 20:52:53, time: 1.921, data_time: 0.009, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7578, loss_cls: 2.0236, loss: 2.0236, grad_norm: 5.1315 2021-01-28 20:11:36,736 - mmaction - INFO - Epoch [16][1360/3757] lr: 1.000e-02, eta: 6 days, 20:53:07, time: 2.325, data_time: 0.052, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7633, loss_cls: 2.0153, loss: 2.0153, grad_norm: 5.2676 2021-01-28 20:12:08,954 - mmaction - INFO - Epoch [16][1380/3757] lr: 1.000e-02, eta: 6 days, 20:52:01, time: 1.606, data_time: 0.006, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7664, loss_cls: 2.0042, loss: 2.0042, grad_norm: 5.0936 2021-01-28 20:12:42,063 - mmaction - INFO - Epoch [16][1400/3757] lr: 1.000e-02, eta: 6 days, 20:51:00, time: 1.656, data_time: 0.007, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7789, loss_cls: 1.9474, loss: 1.9474, grad_norm: 4.9935 2021-01-28 20:13:15,288 - mmaction - INFO - Epoch [16][1420/3757] lr: 1.000e-02, eta: 6 days, 20:50:01, time: 1.666, data_time: 0.019, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7758, loss_cls: 1.9988, loss: 1.9988, grad_norm: 5.3276 2021-01-28 20:13:48,450 - mmaction - INFO - Epoch [16][1440/3757] lr: 1.000e-02, eta: 6 days, 20:49:00, time: 1.658, data_time: 0.005, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7820, loss_cls: 1.9751, loss: 1.9751, grad_norm: 5.2558 2021-01-28 20:14:31,735 - mmaction - INFO - Epoch [16][1460/3757] lr: 1.000e-02, eta: 6 days, 20:48:55, time: 2.160, data_time: 0.007, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7633, loss_cls: 2.0182, loss: 2.0182, grad_norm: 5.1019 2021-01-28 20:15:07,844 - mmaction - INFO - Epoch [16][1480/3757] lr: 1.000e-02, eta: 6 days, 20:48:11, time: 1.801, data_time: 0.006, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7578, loss_cls: 2.0610, loss: 2.0610, grad_norm: 5.1748 2021-01-28 20:15:45,514 - mmaction - INFO - Epoch [16][1500/3757] lr: 1.000e-02, eta: 6 days, 20:47:36, time: 1.890, data_time: 0.432, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7688, loss_cls: 2.0331, loss: 2.0331, grad_norm: 5.1400 2021-01-28 20:16:23,068 - mmaction - INFO - Epoch [16][1520/3757] lr: 1.000e-02, eta: 6 days, 20:47:00, time: 1.881, data_time: 0.009, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7562, loss_cls: 2.0707, loss: 2.0707, grad_norm: 5.2507 2021-01-28 20:17:03,485 - mmaction - INFO - Epoch [16][1540/3757] lr: 1.000e-02, eta: 6 days, 20:46:37, time: 1.993, data_time: 0.011, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7641, loss_cls: 2.0592, loss: 2.0592, grad_norm: 5.1377 2021-01-28 20:17:45,935 - mmaction - INFO - Epoch [16][1560/3757] lr: 1.000e-02, eta: 6 days, 20:46:29, time: 2.139, data_time: 0.029, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7516, loss_cls: 2.0716, loss: 2.0716, grad_norm: 5.0395 2021-01-28 20:18:19,937 - mmaction - INFO - Epoch [16][1580/3757] lr: 1.000e-02, eta: 6 days, 20:45:33, time: 1.695, data_time: 0.015, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7594, loss_cls: 2.0112, loss: 2.0112, grad_norm: 5.1066 2021-01-28 20:18:56,185 - mmaction - INFO - Epoch [16][1600/3757] lr: 1.000e-02, eta: 6 days, 20:44:52, time: 1.828, data_time: 0.017, memory: 7136, top1_acc: 0.5414, top5_acc: 0.7734, loss_cls: 2.0002, loss: 2.0002, grad_norm: 5.1112 2021-01-28 20:19:33,564 - mmaction - INFO - Epoch [16][1620/3757] lr: 1.000e-02, eta: 6 days, 20:44:14, time: 1.861, data_time: 0.010, memory: 7136, top1_acc: 0.5539, top5_acc: 0.7570, loss_cls: 2.0168, loss: 2.0168, grad_norm: 5.2032 2021-01-28 20:20:04,498 - mmaction - INFO - Epoch [16][1640/3757] lr: 1.000e-02, eta: 6 days, 20:43:02, time: 1.551, data_time: 0.011, memory: 7136, top1_acc: 0.5234, top5_acc: 0.7742, loss_cls: 2.0527, loss: 2.0527, grad_norm: 5.2097 2021-01-28 20:20:38,608 - mmaction - INFO - Epoch [16][1660/3757] lr: 1.000e-02, eta: 6 days, 20:42:05, time: 1.688, data_time: 0.006, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.0718, loss: 2.0718, grad_norm: 5.1034 2021-01-28 20:21:06,683 - mmaction - INFO - Epoch [16][1680/3757] lr: 1.000e-02, eta: 6 days, 20:40:39, time: 1.425, data_time: 0.039, memory: 7136, top1_acc: 0.5336, top5_acc: 0.7641, loss_cls: 2.0340, loss: 2.0340, grad_norm: 4.8798 2021-01-28 20:21:36,893 - mmaction - INFO - Epoch [16][1700/3757] lr: 1.000e-02, eta: 6 days, 20:39:23, time: 1.509, data_time: 0.002, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7570, loss_cls: 2.1294, loss: 2.1294, grad_norm: 5.0254 2021-01-28 20:22:05,880 - mmaction - INFO - Epoch [16][1720/3757] lr: 1.000e-02, eta: 6 days, 20:37:58, time: 1.431, data_time: 0.013, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7617, loss_cls: 1.9941, loss: 1.9941, grad_norm: 4.8188 2021-01-28 20:22:47,405 - mmaction - INFO - Epoch [16][1740/3757] lr: 1.000e-02, eta: 6 days, 20:37:45, time: 2.093, data_time: 0.027, memory: 7136, top1_acc: 0.5375, top5_acc: 0.7539, loss_cls: 1.9744, loss: 1.9744, grad_norm: 5.0344 2021-01-28 20:23:21,136 - mmaction - INFO - Epoch [16][1760/3757] lr: 1.000e-02, eta: 6 days, 20:36:47, time: 1.675, data_time: 0.005, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7875, loss_cls: 1.9509, loss: 1.9509, grad_norm: 5.0886 2021-01-28 20:23:52,091 - mmaction - INFO - Epoch [16][1780/3757] lr: 1.000e-02, eta: 6 days, 20:35:36, time: 1.560, data_time: 0.018, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7508, loss_cls: 2.0863, loss: 2.0863, grad_norm: 5.1570 2021-01-28 20:24:33,639 - mmaction - INFO - Epoch [16][1800/3757] lr: 1.000e-02, eta: 6 days, 20:35:22, time: 2.072, data_time: 0.006, memory: 7136, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9248, loss: 1.9248, grad_norm: 4.9520 2021-01-28 20:25:03,489 - mmaction - INFO - Epoch [16][1820/3757] lr: 1.000e-02, eta: 6 days, 20:34:03, time: 1.484, data_time: 0.028, memory: 7136, top1_acc: 0.5578, top5_acc: 0.7945, loss_cls: 1.8790, loss: 1.8790, grad_norm: 4.9209 2021-01-28 20:25:35,489 - mmaction - INFO - Epoch [16][1840/3757] lr: 1.000e-02, eta: 6 days, 20:32:55, time: 1.590, data_time: 0.026, memory: 7136, top1_acc: 0.4891, top5_acc: 0.7469, loss_cls: 2.1210, loss: 2.1210, grad_norm: 5.2163 2021-01-28 20:26:07,847 - mmaction - INFO - Epoch [16][1860/3757] lr: 1.000e-02, eta: 6 days, 20:31:53, time: 1.636, data_time: 0.029, memory: 7136, top1_acc: 0.5477, top5_acc: 0.7758, loss_cls: 1.9570, loss: 1.9570, grad_norm: 4.8960 2021-01-28 20:26:43,067 - mmaction - INFO - Epoch [16][1880/3757] lr: 1.000e-02, eta: 6 days, 20:31:04, time: 1.760, data_time: 0.013, memory: 7136, top1_acc: 0.5102, top5_acc: 0.7688, loss_cls: 2.0289, loss: 2.0289, grad_norm: 5.2653 2021-01-28 20:27:10,154 - mmaction - INFO - Epoch [16][1900/3757] lr: 1.000e-02, eta: 6 days, 20:29:31, time: 1.356, data_time: 0.011, memory: 7136, top1_acc: 0.5336, top5_acc: 0.7727, loss_cls: 1.9676, loss: 1.9676, grad_norm: 5.0200 2021-01-28 20:27:46,978 - mmaction - INFO - Epoch [16][1920/3757] lr: 1.000e-02, eta: 6 days, 20:28:50, time: 1.831, data_time: 0.024, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 1.9856, loss: 1.9856, grad_norm: 5.2339 2021-01-28 20:28:28,962 - mmaction - INFO - Epoch [16][1940/3757] lr: 1.000e-02, eta: 6 days, 20:28:40, time: 2.118, data_time: 0.025, memory: 7136, top1_acc: 0.5609, top5_acc: 0.7805, loss_cls: 1.9472, loss: 1.9472, grad_norm: 5.0370 2021-01-28 20:29:05,652 - mmaction - INFO - Epoch [16][1960/3757] lr: 1.000e-02, eta: 6 days, 20:27:57, time: 1.814, data_time: 0.111, memory: 7136, top1_acc: 0.5516, top5_acc: 0.7922, loss_cls: 1.8801, loss: 1.8801, grad_norm: 5.0164 2021-01-28 20:29:38,913 - mmaction - INFO - Epoch [16][1980/3757] lr: 1.000e-02, eta: 6 days, 20:26:59, time: 1.677, data_time: 0.027, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7461, loss_cls: 2.1024, loss: 2.1024, grad_norm: 5.2032 2021-01-28 20:30:25,784 - mmaction - INFO - Epoch [16][2000/3757] lr: 1.000e-02, eta: 6 days, 20:27:13, time: 2.331, data_time: 0.009, memory: 7136, top1_acc: 0.5000, top5_acc: 0.7578, loss_cls: 2.0648, loss: 2.0648, grad_norm: 5.3036 2021-01-28 20:31:07,245 - mmaction - INFO - Epoch [16][2020/3757] lr: 1.000e-02, eta: 6 days, 20:27:00, time: 2.088, data_time: 0.259, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7438, loss_cls: 2.0913, loss: 2.0913, grad_norm: 5.2312 2021-01-28 20:31:46,497 - mmaction - INFO - Epoch [16][2040/3757] lr: 1.000e-02, eta: 6 days, 20:26:31, time: 1.945, data_time: 0.079, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7406, loss_cls: 2.1073, loss: 2.1073, grad_norm: 5.2427 2021-01-28 20:32:20,898 - mmaction - INFO - Epoch [16][2060/3757] lr: 1.000e-02, eta: 6 days, 20:25:40, time: 1.743, data_time: 0.024, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7484, loss_cls: 2.0536, loss: 2.0536, grad_norm: 5.1661 2021-01-28 20:32:57,310 - mmaction - INFO - Epoch [16][2080/3757] lr: 1.000e-02, eta: 6 days, 20:24:57, time: 1.815, data_time: 0.002, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7586, loss_cls: 2.0730, loss: 2.0730, grad_norm: 5.2335 2021-01-28 20:33:36,567 - mmaction - INFO - Epoch [16][2100/3757] lr: 1.000e-02, eta: 6 days, 20:24:27, time: 1.926, data_time: 0.013, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7852, loss_cls: 2.0229, loss: 2.0229, grad_norm: 5.0359 2021-01-28 20:34:10,688 - mmaction - INFO - Epoch [16][2120/3757] lr: 1.000e-02, eta: 6 days, 20:23:36, time: 1.745, data_time: 0.048, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7680, loss_cls: 2.0182, loss: 2.0182, grad_norm: 5.1883 2021-01-28 20:34:47,552 - mmaction - INFO - Epoch [16][2140/3757] lr: 1.000e-02, eta: 6 days, 20:22:56, time: 1.836, data_time: 0.044, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7531, loss_cls: 2.0545, loss: 2.0545, grad_norm: 5.2256 2021-01-28 20:35:19,712 - mmaction - INFO - Epoch [16][2160/3757] lr: 1.000e-02, eta: 6 days, 20:21:50, time: 1.606, data_time: 0.013, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7711, loss_cls: 2.0109, loss: 2.0109, grad_norm: 5.1715 2021-01-28 20:35:58,754 - mmaction - INFO - Epoch [16][2180/3757] lr: 1.000e-02, eta: 6 days, 20:21:22, time: 1.945, data_time: 0.030, memory: 7136, top1_acc: 0.5102, top5_acc: 0.7531, loss_cls: 2.0945, loss: 2.0945, grad_norm: 5.3873 2021-01-28 20:36:48,235 - mmaction - INFO - Epoch [16][2200/3757] lr: 1.000e-02, eta: 6 days, 20:21:49, time: 2.468, data_time: 0.028, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7555, loss_cls: 2.0044, loss: 2.0044, grad_norm: 4.9986 2021-01-28 20:37:58,990 - mmaction - INFO - Epoch [16][2220/3757] lr: 1.000e-02, eta: 6 days, 20:24:14, time: 3.548, data_time: 0.029, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0234, loss: 2.0234, grad_norm: 5.0949 2021-01-28 20:38:42,842 - mmaction - INFO - Epoch [16][2240/3757] lr: 1.000e-02, eta: 6 days, 20:24:14, time: 2.206, data_time: 0.017, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7555, loss_cls: 2.0695, loss: 2.0695, grad_norm: 5.2603 2021-01-28 20:39:28,283 - mmaction - INFO - Epoch [16][2260/3757] lr: 1.000e-02, eta: 6 days, 20:24:19, time: 2.265, data_time: 0.004, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7602, loss_cls: 2.0642, loss: 2.0642, grad_norm: 5.1177 2021-01-28 20:40:02,862 - mmaction - INFO - Epoch [16][2280/3757] lr: 1.000e-02, eta: 6 days, 20:23:27, time: 1.729, data_time: 0.013, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7586, loss_cls: 2.0823, loss: 2.0823, grad_norm: 5.1629 2021-01-28 20:40:43,483 - mmaction - INFO - Epoch [16][2300/3757] lr: 1.000e-02, eta: 6 days, 20:23:08, time: 2.029, data_time: 0.011, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7648, loss_cls: 2.0205, loss: 2.0205, grad_norm: 5.2125 2021-01-28 20:41:33,625 - mmaction - INFO - Epoch [16][2320/3757] lr: 1.000e-02, eta: 6 days, 20:23:39, time: 2.505, data_time: 0.013, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7641, loss_cls: 2.0786, loss: 2.0786, grad_norm: 5.2123 2021-01-28 20:42:17,887 - mmaction - INFO - Epoch [16][2340/3757] lr: 1.000e-02, eta: 6 days, 20:23:39, time: 2.208, data_time: 0.025, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7539, loss_cls: 2.0139, loss: 2.0139, grad_norm: 5.0388 2021-01-28 20:43:12,583 - mmaction - INFO - Epoch [16][2360/3757] lr: 1.000e-02, eta: 6 days, 20:24:33, time: 2.718, data_time: 0.021, memory: 7136, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.0861, loss: 2.0861, grad_norm: 5.2141 2021-01-28 20:44:33,839 - mmaction - INFO - Epoch [16][2380/3757] lr: 1.000e-02, eta: 6 days, 20:27:57, time: 4.097, data_time: 0.038, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7516, loss_cls: 2.0959, loss: 2.0959, grad_norm: 5.1267 2021-01-28 20:44:42,516 - mmaction - INFO - Epoch [16][2400/3757] lr: 1.000e-02, eta: 6 days, 20:24:45, time: 0.434, data_time: 0.001, memory: 7136, top1_acc: 0.5492, top5_acc: 0.7805, loss_cls: 1.9645, loss: 1.9645, grad_norm: 5.0483 2021-01-28 20:46:25,184 - mmaction - INFO - Epoch [16][2420/3757] lr: 1.000e-02, eta: 6 days, 20:29:59, time: 5.134, data_time: 1.698, memory: 7136, top1_acc: 0.5508, top5_acc: 0.7633, loss_cls: 1.9538, loss: 1.9538, grad_norm: 5.1473 2021-01-28 20:47:57,086 - mmaction - INFO - Epoch [16][2440/3757] lr: 1.000e-02, eta: 6 days, 20:34:16, time: 4.595, data_time: 4.150, memory: 7136, top1_acc: 0.5375, top5_acc: 0.7711, loss_cls: 1.9700, loss: 1.9700, grad_norm: 5.1291 2021-01-28 20:48:43,169 - mmaction - INFO - Epoch [16][2460/3757] lr: 1.000e-02, eta: 6 days, 20:34:25, time: 2.304, data_time: 1.829, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0203, loss: 2.0203, grad_norm: 5.1827 2021-01-28 20:50:02,422 - mmaction - INFO - Epoch [16][2480/3757] lr: 1.000e-02, eta: 6 days, 20:37:32, time: 3.951, data_time: 3.302, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7523, loss_cls: 2.0331, loss: 2.0331, grad_norm: 5.2488 2021-01-28 20:50:58,905 - mmaction - INFO - Epoch [16][2500/3757] lr: 1.000e-02, eta: 6 days, 20:38:37, time: 2.823, data_time: 0.023, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7508, loss_cls: 2.0573, loss: 2.0573, grad_norm: 5.2102 2021-01-28 20:51:59,116 - mmaction - INFO - Epoch [16][2520/3757] lr: 1.000e-02, eta: 6 days, 20:40:02, time: 3.006, data_time: 1.244, memory: 7136, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 1.9904, loss: 1.9904, grad_norm: 5.0909 2021-01-28 20:52:46,622 - mmaction - INFO - Epoch [16][2540/3757] lr: 1.000e-02, eta: 6 days, 20:40:19, time: 2.375, data_time: 0.023, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7688, loss_cls: 2.0500, loss: 2.0500, grad_norm: 5.1831 2021-01-28 20:53:57,993 - mmaction - INFO - Epoch [16][2560/3757] lr: 1.000e-02, eta: 6 days, 20:42:44, time: 3.569, data_time: 0.024, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7664, loss_cls: 2.0330, loss: 2.0330, grad_norm: 5.2071 2021-01-28 20:54:31,759 - mmaction - INFO - Epoch [16][2580/3757] lr: 1.000e-02, eta: 6 days, 20:41:47, time: 1.689, data_time: 0.018, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7656, loss_cls: 2.0488, loss: 2.0488, grad_norm: 4.9980 2021-01-28 20:55:05,230 - mmaction - INFO - Epoch [16][2600/3757] lr: 1.000e-02, eta: 6 days, 20:40:50, time: 1.687, data_time: 0.019, memory: 7136, top1_acc: 0.5586, top5_acc: 0.7734, loss_cls: 1.9647, loss: 1.9647, grad_norm: 5.1329 2021-01-28 20:56:29,807 - mmaction - INFO - Epoch [16][2620/3757] lr: 1.000e-02, eta: 6 days, 20:44:24, time: 4.213, data_time: 2.527, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7633, loss_cls: 1.9823, loss: 1.9823, grad_norm: 5.1551 2021-01-28 20:57:30,622 - mmaction - INFO - Epoch [16][2640/3757] lr: 1.000e-02, eta: 6 days, 20:45:53, time: 3.050, data_time: 0.541, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7680, loss_cls: 1.9893, loss: 1.9893, grad_norm: 5.0217 2021-01-28 20:58:13,012 - mmaction - INFO - Epoch [16][2660/3757] lr: 1.000e-02, eta: 6 days, 20:45:43, time: 2.129, data_time: 0.013, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7359, loss_cls: 2.0830, loss: 2.0830, grad_norm: 5.1732 2021-01-28 20:59:14,883 - mmaction - INFO - Epoch [16][2680/3757] lr: 1.000e-02, eta: 6 days, 20:47:16, time: 3.091, data_time: 0.008, memory: 7136, top1_acc: 0.5234, top5_acc: 0.7570, loss_cls: 2.0576, loss: 2.0576, grad_norm: 5.0272 2021-01-28 20:59:50,565 - mmaction - INFO - Epoch [16][2700/3757] lr: 1.000e-02, eta: 6 days, 20:46:28, time: 1.773, data_time: 0.014, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7703, loss_cls: 2.0004, loss: 2.0004, grad_norm: 5.1830 2021-01-28 21:00:59,546 - mmaction - INFO - Epoch [16][2720/3757] lr: 1.000e-02, eta: 6 days, 20:48:38, time: 3.437, data_time: 1.544, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7742, loss_cls: 1.9916, loss: 1.9916, grad_norm: 5.1818 2021-01-28 21:01:37,548 - mmaction - INFO - Epoch [16][2740/3757] lr: 1.000e-02, eta: 6 days, 20:48:06, time: 1.926, data_time: 0.036, memory: 7136, top1_acc: 0.5430, top5_acc: 0.7789, loss_cls: 1.9489, loss: 1.9489, grad_norm: 5.1374 2021-01-28 21:02:10,206 - mmaction - INFO - Epoch [16][2760/3757] lr: 1.000e-02, eta: 6 days, 20:47:02, time: 1.623, data_time: 0.001, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7617, loss_cls: 2.1228, loss: 2.1228, grad_norm: 5.1600 2021-01-28 21:02:58,581 - mmaction - INFO - Epoch [16][2780/3757] lr: 1.000e-02, eta: 6 days, 20:47:23, time: 2.423, data_time: 0.275, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7664, loss_cls: 2.0574, loss: 2.0574, grad_norm: 5.0932 2021-01-28 21:04:29,667 - mmaction - INFO - Epoch [16][2800/3757] lr: 1.000e-02, eta: 6 days, 20:51:31, time: 4.544, data_time: 0.007, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7586, loss_cls: 2.0451, loss: 2.0451, grad_norm: 5.1006 2021-01-28 21:05:08,308 - mmaction - INFO - Epoch [16][2820/3757] lr: 1.000e-02, eta: 6 days, 20:50:59, time: 1.929, data_time: 0.183, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7547, loss_cls: 2.0742, loss: 2.0742, grad_norm: 5.2628 2021-01-28 21:06:08,500 - mmaction - INFO - Epoch [16][2840/3757] lr: 1.000e-02, eta: 6 days, 20:52:24, time: 3.021, data_time: 0.736, memory: 7136, top1_acc: 0.5008, top5_acc: 0.7633, loss_cls: 2.1056, loss: 2.1056, grad_norm: 5.4105 2021-01-28 21:06:53,097 - mmaction - INFO - Epoch [16][2860/3757] lr: 1.000e-02, eta: 6 days, 20:52:21, time: 2.197, data_time: 0.328, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7625, loss_cls: 2.0280, loss: 2.0280, grad_norm: 5.2124 2021-01-28 21:07:34,026 - mmaction - INFO - Epoch [16][2880/3757] lr: 1.000e-02, eta: 6 days, 20:52:05, time: 2.074, data_time: 0.223, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.1047, loss: 2.1047, grad_norm: 5.3048 2021-01-28 21:08:21,508 - mmaction - INFO - Epoch [16][2900/3757] lr: 1.000e-02, eta: 6 days, 20:52:20, time: 2.371, data_time: 0.630, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7562, loss_cls: 2.0299, loss: 2.0299, grad_norm: 5.1706 2021-01-28 21:09:13,091 - mmaction - INFO - Epoch [16][2920/3757] lr: 1.000e-02, eta: 6 days, 20:52:59, time: 2.590, data_time: 0.974, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7695, loss_cls: 1.9913, loss: 1.9913, grad_norm: 5.2390 2021-01-28 21:10:25,951 - mmaction - INFO - Epoch [16][2940/3757] lr: 1.000e-02, eta: 6 days, 20:55:30, time: 3.642, data_time: 0.959, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7445, loss_cls: 2.1035, loss: 2.1035, grad_norm: 5.1679 2021-01-28 21:11:04,600 - mmaction - INFO - Epoch [16][2960/3757] lr: 1.000e-02, eta: 6 days, 20:54:56, time: 1.907, data_time: 0.193, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7430, loss_cls: 2.0921, loss: 2.0921, grad_norm: 5.1546 2021-01-28 21:11:54,044 - mmaction - INFO - Epoch [16][2980/3757] lr: 1.000e-02, eta: 6 days, 20:55:24, time: 2.490, data_time: 0.035, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7531, loss_cls: 2.0708, loss: 2.0708, grad_norm: 5.1836 2021-01-28 21:13:44,686 - mmaction - INFO - Epoch [16][3000/3757] lr: 1.000e-02, eta: 6 days, 21:01:15, time: 5.525, data_time: 0.039, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7609, loss_cls: 2.0311, loss: 2.0311, grad_norm: 5.0831 2021-01-28 21:14:27,234 - mmaction - INFO - Epoch [16][3020/3757] lr: 1.000e-02, eta: 6 days, 21:01:04, time: 2.127, data_time: 0.025, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7516, loss_cls: 2.0286, loss: 2.0286, grad_norm: 4.9728 2021-01-28 21:15:25,187 - mmaction - INFO - Epoch [16][3040/3757] lr: 1.000e-02, eta: 6 days, 21:02:15, time: 2.901, data_time: 0.036, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7633, loss_cls: 1.9668, loss: 1.9668, grad_norm: 5.0895 2021-01-28 21:16:20,673 - mmaction - INFO - Epoch [16][3060/3757] lr: 1.000e-02, eta: 6 days, 21:03:15, time: 2.790, data_time: 0.023, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7766, loss_cls: 1.9690, loss: 1.9690, grad_norm: 5.0345 2021-01-28 21:17:28,596 - mmaction - INFO - Epoch [16][3080/3757] lr: 1.000e-02, eta: 6 days, 21:05:18, time: 3.392, data_time: 0.014, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 2.0154, loss: 2.0154, grad_norm: 5.1165 2021-01-28 21:18:13,680 - mmaction - INFO - Epoch [16][3100/3757] lr: 1.000e-02, eta: 6 days, 21:05:20, time: 2.244, data_time: 0.012, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7625, loss_cls: 2.0038, loss: 2.0038, grad_norm: 5.1907 2021-01-28 21:18:58,160 - mmaction - INFO - Epoch [16][3120/3757] lr: 1.000e-02, eta: 6 days, 21:05:21, time: 2.243, data_time: 0.024, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 2.0308, loss: 2.0308, grad_norm: 5.0539 2021-01-28 21:21:04,665 - mmaction - INFO - Epoch [16][3140/3757] lr: 1.000e-02, eta: 6 days, 21:12:34, time: 6.315, data_time: 0.009, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7734, loss_cls: 1.9683, loss: 1.9683, grad_norm: 4.9073 2021-01-28 21:23:32,301 - mmaction - INFO - Epoch [16][3160/3757] lr: 1.000e-02, eta: 6 days, 21:21:42, time: 7.387, data_time: 3.148, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7648, loss_cls: 2.0607, loss: 2.0607, grad_norm: 5.0518 2021-01-28 21:24:13,729 - mmaction - INFO - Epoch [16][3180/3757] lr: 1.000e-02, eta: 6 days, 21:21:25, time: 2.077, data_time: 0.093, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7586, loss_cls: 1.9934, loss: 1.9934, grad_norm: 5.1334 2021-01-28 21:25:16,260 - mmaction - INFO - Epoch [16][3200/3757] lr: 1.000e-02, eta: 6 days, 21:22:55, time: 3.092, data_time: 0.983, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7812, loss_cls: 1.9283, loss: 1.9283, grad_norm: 5.3002 2021-01-28 21:25:59,442 - mmaction - INFO - Epoch [16][3220/3757] lr: 1.000e-02, eta: 6 days, 21:22:47, time: 2.162, data_time: 0.040, memory: 7136, top1_acc: 0.5398, top5_acc: 0.7719, loss_cls: 1.9505, loss: 1.9505, grad_norm: 5.0714 2021-01-28 21:26:47,958 - mmaction - INFO - Epoch [16][3240/3757] lr: 1.000e-02, eta: 6 days, 21:23:11, time: 2.458, data_time: 0.053, memory: 7136, top1_acc: 0.5539, top5_acc: 0.7797, loss_cls: 1.9545, loss: 1.9545, grad_norm: 5.0343 2021-01-28 21:27:36,562 - mmaction - INFO - Epoch [16][3260/3757] lr: 1.000e-02, eta: 6 days, 21:23:30, time: 2.420, data_time: 0.622, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7562, loss_cls: 2.0761, loss: 2.0761, grad_norm: 5.0785 2021-01-28 21:28:28,360 - mmaction - INFO - Epoch [16][3280/3757] lr: 1.000e-02, eta: 6 days, 21:24:06, time: 2.585, data_time: 0.013, memory: 7136, top1_acc: 0.5375, top5_acc: 0.7703, loss_cls: 1.9760, loss: 1.9760, grad_norm: 5.0943 2021-01-28 21:29:10,561 - mmaction - INFO - Epoch [16][3300/3757] lr: 1.000e-02, eta: 6 days, 21:23:53, time: 2.114, data_time: 0.027, memory: 7136, top1_acc: 0.5469, top5_acc: 0.7688, loss_cls: 1.9708, loss: 1.9708, grad_norm: 5.0828 2021-01-28 21:30:04,023 - mmaction - INFO - Epoch [16][3320/3757] lr: 1.000e-02, eta: 6 days, 21:24:37, time: 2.654, data_time: 0.015, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7773, loss_cls: 1.9458, loss: 1.9458, grad_norm: 5.0500 2021-01-28 21:30:42,852 - mmaction - INFO - Epoch [16][3340/3757] lr: 1.000e-02, eta: 6 days, 21:24:08, time: 1.967, data_time: 0.042, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7602, loss_cls: 2.0483, loss: 2.0483, grad_norm: 5.3201 2021-01-28 21:31:54,742 - mmaction - INFO - Epoch [16][3360/3757] lr: 1.000e-02, eta: 6 days, 21:26:31, time: 3.595, data_time: 0.018, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7766, loss_cls: 1.9875, loss: 1.9875, grad_norm: 4.9866 2021-01-28 21:32:51,789 - mmaction - INFO - Epoch [16][3380/3757] lr: 1.000e-02, eta: 6 days, 21:27:36, time: 2.851, data_time: 1.228, memory: 7136, top1_acc: 0.5445, top5_acc: 0.7602, loss_cls: 2.0141, loss: 2.0141, grad_norm: 5.0020 2021-01-28 21:33:46,909 - mmaction - INFO - Epoch [16][3400/3757] lr: 1.000e-02, eta: 6 days, 21:28:27, time: 2.726, data_time: 0.083, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7758, loss_cls: 1.9513, loss: 1.9513, grad_norm: 5.1806 2021-01-28 21:35:05,034 - mmaction - INFO - Epoch [16][3420/3757] lr: 1.000e-02, eta: 6 days, 21:31:25, time: 3.921, data_time: 0.523, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7672, loss_cls: 2.0589, loss: 2.0589, grad_norm: 5.2524 2021-01-28 21:36:39,114 - mmaction - INFO - Epoch [16][3440/3757] lr: 1.000e-02, eta: 6 days, 21:35:44, time: 4.695, data_time: 0.880, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7656, loss_cls: 2.1028, loss: 2.1028, grad_norm: 5.1446 2021-01-28 21:37:43,768 - mmaction - INFO - Epoch [16][3460/3757] lr: 1.000e-02, eta: 6 days, 21:37:28, time: 3.228, data_time: 0.035, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7555, loss_cls: 2.0362, loss: 2.0362, grad_norm: 5.0305 2021-01-28 21:39:09,477 - mmaction - INFO - Epoch [16][3480/3757] lr: 1.000e-02, eta: 6 days, 21:41:03, time: 4.288, data_time: 0.037, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7805, loss_cls: 2.0045, loss: 2.0045, grad_norm: 5.1714 2021-01-28 21:40:02,351 - mmaction - INFO - Epoch [16][3500/3757] lr: 1.000e-02, eta: 6 days, 21:41:48, time: 2.672, data_time: 0.034, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7461, loss_cls: 2.1297, loss: 2.1297, grad_norm: 5.0528 2021-01-28 21:40:59,616 - mmaction - INFO - Epoch [16][3520/3757] lr: 1.000e-02, eta: 6 days, 21:42:53, time: 2.857, data_time: 0.005, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7531, loss_cls: 2.0834, loss: 2.0834, grad_norm: 5.1674 2021-01-28 21:41:49,389 - mmaction - INFO - Epoch [16][3540/3757] lr: 1.000e-02, eta: 6 days, 21:43:19, time: 2.498, data_time: 0.012, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7484, loss_cls: 2.0407, loss: 2.0407, grad_norm: 5.0249 2021-01-28 21:43:12,755 - mmaction - INFO - Epoch [16][3560/3757] lr: 1.000e-02, eta: 6 days, 21:46:42, time: 4.168, data_time: 0.029, memory: 7136, top1_acc: 0.5234, top5_acc: 0.7578, loss_cls: 1.9808, loss: 1.9808, grad_norm: 4.8967 2021-01-28 21:43:48,564 - mmaction - INFO - Epoch [16][3580/3757] lr: 1.000e-02, eta: 6 days, 21:45:53, time: 1.788, data_time: 0.002, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7469, loss_cls: 2.0553, loss: 2.0553, grad_norm: 5.0712 2021-01-28 21:45:05,705 - mmaction - INFO - Epoch [16][3600/3757] lr: 1.000e-02, eta: 6 days, 21:48:41, time: 3.843, data_time: 1.940, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7734, loss_cls: 1.9687, loss: 1.9687, grad_norm: 5.0084 2021-01-28 21:46:29,422 - mmaction - INFO - Epoch [16][3620/3757] lr: 1.000e-02, eta: 6 days, 21:52:06, time: 4.195, data_time: 0.770, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7445, loss_cls: 2.0775, loss: 2.0775, grad_norm: 5.0434 2021-01-28 21:47:11,915 - mmaction - INFO - Epoch [16][3640/3757] lr: 1.000e-02, eta: 6 days, 21:51:51, time: 2.108, data_time: 0.012, memory: 7136, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.1874, loss: 2.1874, grad_norm: 5.2487 2021-01-28 21:48:05,713 - mmaction - INFO - Epoch [16][3660/3757] lr: 1.000e-02, eta: 6 days, 21:52:37, time: 2.688, data_time: 0.027, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0306, loss: 2.0306, grad_norm: 4.9494 2021-01-28 21:49:53,267 - mmaction - INFO - Epoch [16][3680/3757] lr: 1.000e-02, eta: 6 days, 21:58:08, time: 5.400, data_time: 1.315, memory: 7136, top1_acc: 0.5398, top5_acc: 0.7766, loss_cls: 1.9746, loss: 1.9746, grad_norm: 5.0650 2021-01-28 21:51:22,937 - mmaction - INFO - Epoch [16][3700/3757] lr: 1.000e-02, eta: 6 days, 22:02:02, time: 4.481, data_time: 0.009, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 2.0058, loss: 2.0058, grad_norm: 5.1245 2021-01-28 21:51:56,624 - mmaction - INFO - Epoch [16][3720/3757] lr: 1.000e-02, eta: 6 days, 22:01:02, time: 1.683, data_time: 0.010, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7797, loss_cls: 1.9397, loss: 1.9397, grad_norm: 4.9769 2021-01-28 21:52:56,477 - mmaction - INFO - Epoch [16][3740/3757] lr: 1.000e-02, eta: 6 days, 22:02:19, time: 2.985, data_time: 0.009, memory: 7136, top1_acc: 0.5156, top5_acc: 0.7492, loss_cls: 2.1218, loss: 2.1218, grad_norm: 5.1897 2021-01-28 21:53:56,976 - mmaction - INFO - Saving checkpoint at 16 epochs 2021-01-29 01:29:07,885 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-29 01:29:09,497 - mmaction - INFO - top1_acc 0.6198 top5_acc 0.8447 2021-01-29 01:29:09,497 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-29 01:29:09,662 - mmaction - INFO - mean_acc 0.6198 2021-01-29 01:29:09,704 - mmaction - INFO - Now best checkpoint is epoch_16.pth 2021-01-29 01:29:09,779 - mmaction - INFO - Epoch(val) [16][3757] top1_acc: 0.6198, top5_acc: 0.8447, mean_class_accuracy: 0.6198 2021-01-29 01:32:33,723 - mmaction - INFO - Epoch [17][20/3757] lr: 1.000e-02, eta: 6 days, 22:12:48, time: 10.166, data_time: 8.022, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7727, loss_cls: 1.9792, loss: 1.9792, grad_norm: 5.1883 2021-01-29 01:33:06,654 - mmaction - INFO - Epoch [17][40/3757] lr: 1.000e-02, eta: 6 days, 22:11:45, time: 1.662, data_time: 0.023, memory: 7136, top1_acc: 0.5398, top5_acc: 0.7734, loss_cls: 1.9490, loss: 1.9490, grad_norm: 5.0504 2021-01-29 01:33:35,963 - mmaction - INFO - Epoch [17][60/3757] lr: 1.000e-02, eta: 6 days, 22:10:22, time: 1.467, data_time: 0.009, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7703, loss_cls: 1.9908, loss: 1.9908, grad_norm: 5.1406 2021-01-29 01:34:03,200 - mmaction - INFO - Epoch [17][80/3757] lr: 1.000e-02, eta: 6 days, 22:08:48, time: 1.356, data_time: 0.008, memory: 7136, top1_acc: 0.5516, top5_acc: 0.7789, loss_cls: 1.8845, loss: 1.8845, grad_norm: 5.0498 2021-01-29 01:34:30,155 - mmaction - INFO - Epoch [17][100/3757] lr: 1.000e-02, eta: 6 days, 22:07:13, time: 1.351, data_time: 0.012, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7469, loss_cls: 2.0860, loss: 2.0860, grad_norm: 5.1138 2021-01-29 01:34:58,578 - mmaction - INFO - Epoch [17][120/3757] lr: 1.000e-02, eta: 6 days, 22:05:44, time: 1.412, data_time: 0.010, memory: 7136, top1_acc: 0.5484, top5_acc: 0.7766, loss_cls: 1.9302, loss: 1.9302, grad_norm: 4.9167 2021-01-29 01:35:42,426 - mmaction - INFO - Epoch [17][140/3757] lr: 1.000e-02, eta: 6 days, 22:05:38, time: 2.194, data_time: 0.022, memory: 7136, top1_acc: 0.5156, top5_acc: 0.7516, loss_cls: 2.0614, loss: 2.0614, grad_norm: 5.1117 2021-01-29 01:36:08,415 - mmaction - INFO - Epoch [17][160/3757] lr: 1.000e-02, eta: 6 days, 22:03:59, time: 1.314, data_time: 0.017, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7531, loss_cls: 1.9884, loss: 1.9884, grad_norm: 4.9067 2021-01-29 01:36:44,729 - mmaction - INFO - Epoch [17][180/3757] lr: 1.000e-02, eta: 6 days, 22:03:10, time: 1.788, data_time: 0.002, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7828, loss_cls: 1.9002, loss: 1.9002, grad_norm: 4.9861 2021-01-29 01:37:20,842 - mmaction - INFO - Epoch [17][200/3757] lr: 1.000e-02, eta: 6 days, 22:02:25, time: 1.826, data_time: 0.035, memory: 7136, top1_acc: 0.5539, top5_acc: 0.7820, loss_cls: 1.8999, loss: 1.8999, grad_norm: 5.0633 2021-01-29 01:37:55,213 - mmaction - INFO - Epoch [17][220/3757] lr: 1.000e-02, eta: 6 days, 22:01:27, time: 1.705, data_time: 0.009, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7781, loss_cls: 1.9547, loss: 1.9547, grad_norm: 5.2785 2021-01-29 01:38:22,806 - mmaction - INFO - Epoch [17][240/3757] lr: 1.000e-02, eta: 6 days, 21:59:54, time: 1.373, data_time: 0.028, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7641, loss_cls: 2.0139, loss: 2.0139, grad_norm: 5.1317 2021-01-29 01:38:44,089 - mmaction - INFO - Epoch [17][260/3757] lr: 1.000e-02, eta: 6 days, 21:57:52, time: 1.082, data_time: 0.029, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7727, loss_cls: 1.9669, loss: 1.9669, grad_norm: 5.1157 2021-01-29 01:39:22,372 - mmaction - INFO - Epoch [17][280/3757] lr: 1.000e-02, eta: 6 days, 21:57:15, time: 1.911, data_time: 0.016, memory: 7136, top1_acc: 0.5234, top5_acc: 0.7617, loss_cls: 1.9843, loss: 1.9843, grad_norm: 5.0660 2021-01-29 01:39:54,314 - mmaction - INFO - Epoch [17][300/3757] lr: 1.000e-02, eta: 6 days, 21:56:08, time: 1.608, data_time: 0.017, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7578, loss_cls: 2.0201, loss: 2.0201, grad_norm: 4.9425 2021-01-29 01:40:33,705 - mmaction - INFO - Epoch [17][320/3757] lr: 1.000e-02, eta: 6 days, 21:55:36, time: 1.957, data_time: 0.004, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7852, loss_cls: 1.9269, loss: 1.9269, grad_norm: 5.0142 2021-01-29 01:41:06,047 - mmaction - INFO - Epoch [17][340/3757] lr: 1.000e-02, eta: 6 days, 21:54:31, time: 1.632, data_time: 0.019, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7695, loss_cls: 1.9487, loss: 1.9487, grad_norm: 5.3051 2021-01-29 01:41:48,205 - mmaction - INFO - Epoch [17][360/3757] lr: 1.000e-02, eta: 6 days, 21:54:13, time: 2.084, data_time: 0.008, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7797, loss_cls: 1.9886, loss: 1.9886, grad_norm: 5.3763 2021-01-29 01:42:21,229 - mmaction - INFO - Epoch [17][380/3757] lr: 1.000e-02, eta: 6 days, 21:53:09, time: 1.649, data_time: 0.096, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7750, loss_cls: 1.9873, loss: 1.9873, grad_norm: 5.1497 2021-01-29 01:42:58,576 - mmaction - INFO - Epoch [17][400/3757] lr: 1.000e-02, eta: 6 days, 21:52:30, time: 1.882, data_time: 0.027, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7680, loss_cls: 1.9412, loss: 1.9412, grad_norm: 5.1748 2021-01-29 01:43:30,985 - mmaction - INFO - Epoch [17][420/3757] lr: 1.000e-02, eta: 6 days, 21:51:24, time: 1.627, data_time: 0.014, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7641, loss_cls: 2.0000, loss: 2.0000, grad_norm: 5.1692 2021-01-29 01:44:04,329 - mmaction - INFO - Epoch [17][440/3757] lr: 1.000e-02, eta: 6 days, 21:50:23, time: 1.667, data_time: 0.006, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7773, loss_cls: 1.9349, loss: 1.9349, grad_norm: 5.1480 2021-01-29 01:44:36,795 - mmaction - INFO - Epoch [17][460/3757] lr: 1.000e-02, eta: 6 days, 21:49:16, time: 1.614, data_time: 0.015, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7727, loss_cls: 1.9761, loss: 1.9761, grad_norm: 5.2721 2021-01-29 01:45:06,632 - mmaction - INFO - Epoch [17][480/3757] lr: 1.000e-02, eta: 6 days, 21:47:57, time: 1.500, data_time: 0.020, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7586, loss_cls: 1.9998, loss: 1.9998, grad_norm: 5.2713 2021-01-29 01:45:41,077 - mmaction - INFO - Epoch [17][500/3757] lr: 1.000e-02, eta: 6 days, 21:47:00, time: 1.714, data_time: 0.012, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7617, loss_cls: 1.9705, loss: 1.9705, grad_norm: 5.1119 2021-01-29 01:46:18,035 - mmaction - INFO - Epoch [17][520/3757] lr: 1.000e-02, eta: 6 days, 21:46:18, time: 1.853, data_time: 0.016, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 1.9577, loss: 1.9577, grad_norm: 5.1197 2021-01-29 01:46:49,525 - mmaction - INFO - Epoch [17][540/3757] lr: 1.000e-02, eta: 6 days, 21:45:06, time: 1.571, data_time: 0.011, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7711, loss_cls: 1.9901, loss: 1.9901, grad_norm: 5.4943 2021-01-29 01:47:19,715 - mmaction - INFO - Epoch [17][560/3757] lr: 1.000e-02, eta: 6 days, 21:43:49, time: 1.512, data_time: 0.016, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7812, loss_cls: 1.9507, loss: 1.9507, grad_norm: 5.0352 2021-01-29 01:47:47,845 - mmaction - INFO - Epoch [17][580/3757] lr: 1.000e-02, eta: 6 days, 21:42:21, time: 1.413, data_time: 0.015, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7594, loss_cls: 2.0365, loss: 2.0365, grad_norm: 5.1772 2021-01-29 01:48:13,410 - mmaction - INFO - Epoch [17][600/3757] lr: 1.000e-02, eta: 6 days, 21:40:39, time: 1.274, data_time: 0.007, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7742, loss_cls: 1.9537, loss: 1.9537, grad_norm: 4.9989 2021-01-29 01:48:39,688 - mmaction - INFO - Epoch [17][620/3757] lr: 1.000e-02, eta: 6 days, 21:39:00, time: 1.305, data_time: 0.009, memory: 7136, top1_acc: 0.5375, top5_acc: 0.7695, loss_cls: 1.9998, loss: 1.9998, grad_norm: 5.2519 2021-01-29 01:49:10,687 - mmaction - INFO - Epoch [17][640/3757] lr: 1.000e-02, eta: 6 days, 21:37:45, time: 1.539, data_time: 0.017, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9920, loss: 1.9920, grad_norm: 5.1151 2021-01-29 01:49:49,285 - mmaction - INFO - Epoch [17][660/3757] lr: 1.000e-02, eta: 6 days, 21:37:13, time: 1.949, data_time: 0.030, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 1.9925, loss: 1.9925, grad_norm: 5.1136 2021-01-29 01:50:32,305 - mmaction - INFO - Epoch [17][680/3757] lr: 1.000e-02, eta: 6 days, 21:37:01, time: 2.142, data_time: 0.013, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7672, loss_cls: 2.0041, loss: 2.0041, grad_norm: 5.0455 2021-01-29 01:51:10,434 - mmaction - INFO - Epoch [17][700/3757] lr: 1.000e-02, eta: 6 days, 21:36:26, time: 1.919, data_time: 0.019, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7883, loss_cls: 1.9386, loss: 1.9386, grad_norm: 5.1287 2021-01-29 01:51:50,877 - mmaction - INFO - Epoch [17][720/3757] lr: 1.000e-02, eta: 6 days, 21:36:02, time: 2.023, data_time: 0.022, memory: 7136, top1_acc: 0.5430, top5_acc: 0.7664, loss_cls: 2.0027, loss: 2.0027, grad_norm: 5.0024 2021-01-29 01:52:21,418 - mmaction - INFO - Epoch [17][740/3757] lr: 1.000e-02, eta: 6 days, 21:34:46, time: 1.530, data_time: 0.026, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7828, loss_cls: 1.9412, loss: 1.9412, grad_norm: 5.1062 2021-01-29 01:53:16,161 - mmaction - INFO - Epoch [17][760/3757] lr: 1.000e-02, eta: 6 days, 21:35:35, time: 2.728, data_time: 0.254, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7820, loss_cls: 1.9439, loss: 1.9439, grad_norm: 5.1797 2021-01-29 01:53:47,157 - mmaction - INFO - Epoch [17][780/3757] lr: 1.000e-02, eta: 6 days, 21:34:22, time: 1.558, data_time: 0.018, memory: 7136, top1_acc: 0.5336, top5_acc: 0.7602, loss_cls: 2.0244, loss: 2.0244, grad_norm: 5.0777 2021-01-29 01:54:16,663 - mmaction - INFO - Epoch [17][800/3757] lr: 1.000e-02, eta: 6 days, 21:33:01, time: 1.472, data_time: 0.007, memory: 7136, top1_acc: 0.4984, top5_acc: 0.7516, loss_cls: 2.0884, loss: 2.0884, grad_norm: 5.0059 2021-01-29 01:54:56,654 - mmaction - INFO - Epoch [17][820/3757] lr: 1.000e-02, eta: 6 days, 21:32:33, time: 1.992, data_time: 0.007, memory: 7136, top1_acc: 0.5742, top5_acc: 0.7922, loss_cls: 1.7976, loss: 1.7976, grad_norm: 4.9262 2021-01-29 01:55:27,157 - mmaction - INFO - Epoch [17][840/3757] lr: 1.000e-02, eta: 6 days, 21:31:17, time: 1.528, data_time: 0.018, memory: 7136, top1_acc: 0.5500, top5_acc: 0.7859, loss_cls: 1.9346, loss: 1.9346, grad_norm: 5.0976 2021-01-29 01:55:50,734 - mmaction - INFO - Epoch [17][860/3757] lr: 1.000e-02, eta: 6 days, 21:29:26, time: 1.187, data_time: 0.014, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.0390, loss: 2.0390, grad_norm: 5.2507 2021-01-29 01:56:20,266 - mmaction - INFO - Epoch [17][880/3757] lr: 1.000e-02, eta: 6 days, 21:28:06, time: 1.479, data_time: 0.007, memory: 7136, top1_acc: 0.5539, top5_acc: 0.8047, loss_cls: 1.8427, loss: 1.8427, grad_norm: 5.0916 2021-01-29 01:56:52,995 - mmaction - INFO - Epoch [17][900/3757] lr: 1.000e-02, eta: 6 days, 21:27:00, time: 1.625, data_time: 0.004, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7805, loss_cls: 1.9379, loss: 1.9379, grad_norm: 5.0667 2021-01-29 01:57:28,443 - mmaction - INFO - Epoch [17][920/3757] lr: 1.000e-02, eta: 6 days, 21:26:11, time: 1.776, data_time: 0.016, memory: 7136, top1_acc: 0.5531, top5_acc: 0.7844, loss_cls: 1.9077, loss: 1.9077, grad_norm: 5.0536 2021-01-29 01:58:06,765 - mmaction - INFO - Epoch [17][940/3757] lr: 1.000e-02, eta: 6 days, 21:25:34, time: 1.909, data_time: 0.014, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7820, loss_cls: 1.9115, loss: 1.9115, grad_norm: 5.0264 2021-01-29 01:58:42,301 - mmaction - INFO - Epoch [17][960/3757] lr: 1.000e-02, eta: 6 days, 21:24:44, time: 1.773, data_time: 0.017, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7641, loss_cls: 2.0421, loss: 2.0421, grad_norm: 5.0177 2021-01-29 01:59:18,469 - mmaction - INFO - Epoch [17][980/3757] lr: 1.000e-02, eta: 6 days, 21:23:59, time: 1.821, data_time: 0.027, memory: 7136, top1_acc: 0.5500, top5_acc: 0.7727, loss_cls: 1.9273, loss: 1.9273, grad_norm: 4.9605 2021-01-29 02:00:01,919 - mmaction - INFO - Epoch [17][1000/3757] lr: 1.000e-02, eta: 6 days, 21:23:50, time: 2.172, data_time: 0.007, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7539, loss_cls: 2.0137, loss: 2.0137, grad_norm: 4.8799 2021-01-29 02:00:42,115 - mmaction - INFO - Epoch [17][1020/3757] lr: 1.000e-02, eta: 6 days, 21:23:23, time: 1.999, data_time: 0.008, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7516, loss_cls: 2.0465, loss: 2.0465, grad_norm: 5.1867 2021-01-29 02:01:13,448 - mmaction - INFO - Epoch [17][1040/3757] lr: 1.000e-02, eta: 6 days, 21:22:13, time: 1.584, data_time: 0.019, memory: 7136, top1_acc: 0.5602, top5_acc: 0.7781, loss_cls: 1.9292, loss: 1.9292, grad_norm: 5.2115 2021-01-29 02:01:51,708 - mmaction - INFO - Epoch [17][1060/3757] lr: 1.000e-02, eta: 6 days, 21:21:36, time: 1.899, data_time: 0.015, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7430, loss_cls: 2.1429, loss: 2.1429, grad_norm: 5.1948 2021-01-29 02:02:21,720 - mmaction - INFO - Epoch [17][1080/3757] lr: 1.000e-02, eta: 6 days, 21:20:19, time: 1.511, data_time: 0.023, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7539, loss_cls: 2.0059, loss: 2.0059, grad_norm: 4.9253 2021-01-29 02:02:55,562 - mmaction - INFO - Epoch [17][1100/3757] lr: 1.000e-02, eta: 6 days, 21:19:19, time: 1.674, data_time: 0.004, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7734, loss_cls: 1.9789, loss: 1.9789, grad_norm: 5.2499 2021-01-29 02:03:24,544 - mmaction - INFO - Epoch [17][1120/3757] lr: 1.000e-02, eta: 6 days, 21:17:56, time: 1.460, data_time: 0.024, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7547, loss_cls: 2.0900, loss: 2.0900, grad_norm: 5.0927 2021-01-29 02:04:03,470 - mmaction - INFO - Epoch [17][1140/3757] lr: 1.000e-02, eta: 6 days, 21:17:25, time: 1.958, data_time: 0.015, memory: 7136, top1_acc: 0.5414, top5_acc: 0.7656, loss_cls: 1.9865, loss: 1.9865, grad_norm: 5.1639 2021-01-29 02:04:36,685 - mmaction - INFO - Epoch [17][1160/3757] lr: 1.000e-02, eta: 6 days, 21:16:22, time: 1.646, data_time: 0.008, memory: 7136, top1_acc: 0.5430, top5_acc: 0.7625, loss_cls: 1.9897, loss: 1.9897, grad_norm: 4.9662 2021-01-29 02:05:21,754 - mmaction - INFO - Epoch [17][1180/3757] lr: 1.000e-02, eta: 6 days, 21:16:22, time: 2.260, data_time: 0.154, memory: 7136, top1_acc: 0.5375, top5_acc: 0.7789, loss_cls: 1.9630, loss: 1.9630, grad_norm: 5.1764 2021-01-29 02:05:52,729 - mmaction - INFO - Epoch [17][1200/3757] lr: 1.000e-02, eta: 6 days, 21:15:09, time: 1.554, data_time: 0.014, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7570, loss_cls: 2.1269, loss: 2.1269, grad_norm: 5.1393 2021-01-29 02:06:22,961 - mmaction - INFO - Epoch [17][1220/3757] lr: 1.000e-02, eta: 6 days, 21:13:52, time: 1.508, data_time: 0.140, memory: 7136, top1_acc: 0.5023, top5_acc: 0.7430, loss_cls: 2.1256, loss: 2.1256, grad_norm: 5.1247 2021-01-29 02:06:51,130 - mmaction - INFO - Epoch [17][1240/3757] lr: 1.000e-02, eta: 6 days, 21:12:23, time: 1.395, data_time: 0.008, memory: 7136, top1_acc: 0.5437, top5_acc: 0.7609, loss_cls: 2.0013, loss: 2.0013, grad_norm: 5.0894 2021-01-29 02:07:42,025 - mmaction - INFO - Epoch [17][1260/3757] lr: 1.000e-02, eta: 6 days, 21:12:54, time: 2.560, data_time: 0.021, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7664, loss_cls: 2.0483, loss: 2.0483, grad_norm: 5.2451 2021-01-29 02:08:28,690 - mmaction - INFO - Epoch [17][1280/3757] lr: 1.000e-02, eta: 6 days, 21:13:02, time: 2.335, data_time: 0.010, memory: 7136, top1_acc: 0.5477, top5_acc: 0.7883, loss_cls: 1.9504, loss: 1.9504, grad_norm: 5.1740 2021-01-29 02:09:02,189 - mmaction - INFO - Epoch [17][1300/3757] lr: 1.000e-02, eta: 6 days, 21:12:00, time: 1.663, data_time: 0.008, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7602, loss_cls: 1.9985, loss: 1.9985, grad_norm: 4.9639 2021-01-29 02:09:37,248 - mmaction - INFO - Epoch [17][1320/3757] lr: 1.000e-02, eta: 6 days, 21:11:09, time: 1.766, data_time: 0.015, memory: 7136, top1_acc: 0.5477, top5_acc: 0.7742, loss_cls: 1.9361, loss: 1.9361, grad_norm: 5.0999 2021-01-29 02:10:18,045 - mmaction - INFO - Epoch [17][1340/3757] lr: 1.000e-02, eta: 6 days, 21:10:45, time: 2.023, data_time: 0.385, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7953, loss_cls: 1.9113, loss: 1.9113, grad_norm: 5.2414 2021-01-29 02:10:52,840 - mmaction - INFO - Epoch [17][1360/3757] lr: 1.000e-02, eta: 6 days, 21:09:52, time: 1.744, data_time: 0.025, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7617, loss_cls: 2.0488, loss: 2.0488, grad_norm: 5.2977 2021-01-29 02:11:37,888 - mmaction - INFO - Epoch [17][1380/3757] lr: 1.000e-02, eta: 6 days, 21:09:52, time: 2.266, data_time: 0.381, memory: 7136, top1_acc: 0.5570, top5_acc: 0.7836, loss_cls: 1.8743, loss: 1.8743, grad_norm: 5.0691 2021-01-29 02:12:06,817 - mmaction - INFO - Epoch [17][1400/3757] lr: 1.000e-02, eta: 6 days, 21:08:29, time: 1.443, data_time: 0.010, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.0780, loss: 2.0780, grad_norm: 5.2496 2021-01-29 02:12:50,237 - mmaction - INFO - Epoch [17][1420/3757] lr: 1.000e-02, eta: 6 days, 21:08:17, time: 2.151, data_time: 0.019, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.0728, loss: 2.0728, grad_norm: 5.1282 2021-01-29 02:13:32,287 - mmaction - INFO - Epoch [17][1440/3757] lr: 1.000e-02, eta: 6 days, 21:08:02, time: 2.112, data_time: 0.030, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.0473, loss: 2.0473, grad_norm: 5.1720 2021-01-29 02:14:08,321 - mmaction - INFO - Epoch [17][1460/3757] lr: 1.000e-02, eta: 6 days, 21:07:16, time: 1.815, data_time: 0.016, memory: 7136, top1_acc: 0.5508, top5_acc: 0.7805, loss_cls: 1.9679, loss: 1.9679, grad_norm: 5.1820 2021-01-29 02:14:43,830 - mmaction - INFO - Epoch [17][1480/3757] lr: 1.000e-02, eta: 6 days, 21:06:24, time: 1.754, data_time: 0.007, memory: 7136, top1_acc: 0.5453, top5_acc: 0.7797, loss_cls: 1.9092, loss: 1.9092, grad_norm: 5.0894 2021-01-29 02:15:20,755 - mmaction - INFO - Epoch [17][1500/3757] lr: 1.000e-02, eta: 6 days, 21:05:42, time: 1.852, data_time: 0.023, memory: 7136, top1_acc: 0.5641, top5_acc: 0.7953, loss_cls: 1.8518, loss: 1.8518, grad_norm: 5.1540 2021-01-29 02:15:56,829 - mmaction - INFO - Epoch [17][1520/3757] lr: 1.000e-02, eta: 6 days, 21:04:56, time: 1.808, data_time: 0.018, memory: 7136, top1_acc: 0.5398, top5_acc: 0.7742, loss_cls: 1.9247, loss: 1.9247, grad_norm: 5.3316 2021-01-29 02:16:29,246 - mmaction - INFO - Epoch [17][1540/3757] lr: 1.000e-02, eta: 6 days, 21:03:51, time: 1.627, data_time: 0.013, memory: 7136, top1_acc: 0.5437, top5_acc: 0.7734, loss_cls: 1.9459, loss: 1.9459, grad_norm: 5.0930 2021-01-29 02:17:13,330 - mmaction - INFO - Epoch [17][1560/3757] lr: 1.000e-02, eta: 6 days, 21:03:44, time: 2.192, data_time: 0.008, memory: 7136, top1_acc: 0.5523, top5_acc: 0.7828, loss_cls: 1.9485, loss: 1.9485, grad_norm: 4.9728 2021-01-29 02:17:46,208 - mmaction - INFO - Epoch [17][1580/3757] lr: 1.000e-02, eta: 6 days, 21:02:42, time: 1.657, data_time: 0.026, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7641, loss_cls: 2.0296, loss: 2.0296, grad_norm: 5.2267 2021-01-29 02:18:17,846 - mmaction - INFO - Epoch [17][1600/3757] lr: 1.000e-02, eta: 6 days, 21:01:32, time: 1.579, data_time: 0.006, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7609, loss_cls: 2.0134, loss: 2.0134, grad_norm: 5.1692 2021-01-29 02:18:53,675 - mmaction - INFO - Epoch [17][1620/3757] lr: 1.000e-02, eta: 6 days, 21:00:44, time: 1.794, data_time: 0.013, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7594, loss_cls: 2.0172, loss: 2.0172, grad_norm: 5.2044 2021-01-29 02:19:19,321 - mmaction - INFO - Epoch [17][1640/3757] lr: 1.000e-02, eta: 6 days, 20:59:02, time: 1.261, data_time: 0.013, memory: 7136, top1_acc: 0.5531, top5_acc: 0.7797, loss_cls: 1.9259, loss: 1.9259, grad_norm: 5.2021 2021-01-29 02:19:54,545 - mmaction - INFO - Epoch [17][1660/3757] lr: 1.000e-02, eta: 6 days, 20:58:13, time: 1.783, data_time: 0.027, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7648, loss_cls: 2.0629, loss: 2.0629, grad_norm: 5.1900 2021-01-29 02:20:29,609 - mmaction - INFO - Epoch [17][1680/3757] lr: 1.000e-02, eta: 6 days, 20:57:21, time: 1.745, data_time: 0.005, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7828, loss_cls: 1.9450, loss: 1.9450, grad_norm: 5.1756 2021-01-29 02:20:49,214 - mmaction - INFO - Epoch [17][1700/3757] lr: 1.000e-02, eta: 6 days, 20:55:11, time: 0.990, data_time: 0.015, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7836, loss_cls: 1.9822, loss: 1.9822, grad_norm: 5.1177 2021-01-29 02:21:30,309 - mmaction - INFO - Epoch [17][1720/3757] lr: 1.000e-02, eta: 6 days, 20:54:50, time: 2.055, data_time: 0.048, memory: 7136, top1_acc: 0.5469, top5_acc: 0.7625, loss_cls: 1.9717, loss: 1.9717, grad_norm: 5.1551 2021-01-29 02:22:15,371 - mmaction - INFO - Epoch [17][1740/3757] lr: 1.000e-02, eta: 6 days, 20:54:49, time: 2.253, data_time: 0.001, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0977, loss: 2.0977, grad_norm: 5.2261 2021-01-29 02:22:49,535 - mmaction - INFO - Epoch [17][1760/3757] lr: 1.000e-02, eta: 6 days, 20:53:52, time: 1.708, data_time: 0.001, memory: 7136, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9781, loss: 1.9781, grad_norm: 5.1398 2021-01-29 02:23:15,450 - mmaction - INFO - Epoch [17][1780/3757] lr: 1.000e-02, eta: 6 days, 20:52:14, time: 1.294, data_time: 0.008, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7594, loss_cls: 2.0564, loss: 2.0564, grad_norm: 5.2155 2021-01-29 02:24:08,957 - mmaction - INFO - Epoch [17][1800/3757] lr: 1.000e-02, eta: 6 days, 20:52:56, time: 2.678, data_time: 0.003, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7555, loss_cls: 2.0390, loss: 2.0390, grad_norm: 5.0090 2021-01-29 02:24:17,735 - mmaction - INFO - Epoch [17][1820/3757] lr: 1.000e-02, eta: 6 days, 20:49:51, time: 0.439, data_time: 0.001, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7398, loss_cls: 2.0910, loss: 2.0910, grad_norm: 5.1501 2021-01-29 02:24:47,744 - mmaction - INFO - Epoch [17][1840/3757] lr: 1.000e-02, eta: 6 days, 20:48:33, time: 1.500, data_time: 0.000, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7609, loss_cls: 2.0585, loss: 2.0585, grad_norm: 5.0564 2021-01-29 02:24:56,739 - mmaction - INFO - Epoch [17][1860/3757] lr: 1.000e-02, eta: 6 days, 20:45:29, time: 0.449, data_time: 0.001, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7586, loss_cls: 2.0614, loss: 2.0614, grad_norm: 5.2109 2021-01-29 02:25:21,273 - mmaction - INFO - Epoch [17][1880/3757] lr: 1.000e-02, eta: 6 days, 20:43:44, time: 1.227, data_time: 0.002, memory: 7136, top1_acc: 0.5469, top5_acc: 0.7836, loss_cls: 1.8932, loss: 1.8932, grad_norm: 5.1414 2021-01-29 02:26:07,799 - mmaction - INFO - Epoch [17][1900/3757] lr: 1.000e-02, eta: 6 days, 20:43:51, time: 2.326, data_time: 0.001, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 1.9804, loss: 1.9804, grad_norm: 5.2740 2021-01-29 02:27:33,216 - mmaction - INFO - Epoch [17][1920/3757] lr: 1.000e-02, eta: 6 days, 20:47:14, time: 4.271, data_time: 3.092, memory: 7136, top1_acc: 0.5563, top5_acc: 0.7867, loss_cls: 1.8436, loss: 1.8436, grad_norm: 4.9117 2021-01-29 02:28:34,898 - mmaction - INFO - Epoch [17][1940/3757] lr: 1.000e-02, eta: 6 days, 20:48:36, time: 3.084, data_time: 0.000, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7867, loss_cls: 1.9272, loss: 1.9272, grad_norm: 5.2561 2021-01-29 02:29:26,584 - mmaction - INFO - Epoch [17][1960/3757] lr: 1.000e-02, eta: 6 days, 20:49:09, time: 2.584, data_time: 0.000, memory: 7136, top1_acc: 0.5437, top5_acc: 0.7617, loss_cls: 1.9551, loss: 1.9551, grad_norm: 5.3282 2021-01-29 02:29:54,257 - mmaction - INFO - Epoch [17][1980/3757] lr: 1.000e-02, eta: 6 days, 20:47:39, time: 1.383, data_time: 0.001, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7602, loss_cls: 2.0223, loss: 2.0223, grad_norm: 5.2813 2021-01-29 02:30:05,118 - mmaction - INFO - Epoch [17][2000/3757] lr: 1.000e-02, eta: 6 days, 20:44:45, time: 0.542, data_time: 0.002, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7617, loss_cls: 2.0295, loss: 2.0295, grad_norm: 5.1053 2021-01-29 02:30:59,845 - mmaction - INFO - Epoch [17][2020/3757] lr: 1.000e-02, eta: 6 days, 20:45:32, time: 2.732, data_time: 0.002, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7891, loss_cls: 1.9634, loss: 1.9634, grad_norm: 5.1751 2021-01-29 02:31:30,119 - mmaction - INFO - Epoch [17][2040/3757] lr: 1.000e-02, eta: 6 days, 20:44:17, time: 1.516, data_time: 0.006, memory: 7136, top1_acc: 0.5375, top5_acc: 0.7672, loss_cls: 1.9957, loss: 1.9957, grad_norm: 5.0394 2021-01-29 02:31:56,401 - mmaction - INFO - Epoch [17][2060/3757] lr: 1.000e-02, eta: 6 days, 20:42:40, time: 1.312, data_time: 0.007, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0808, loss: 2.0808, grad_norm: 5.2639 2021-01-29 02:32:30,998 - mmaction - INFO - Epoch [17][2080/3757] lr: 1.000e-02, eta: 6 days, 20:41:46, time: 1.723, data_time: 0.011, memory: 7136, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 2.0415, loss: 2.0415, grad_norm: 5.1855 2021-01-29 02:33:08,671 - mmaction - INFO - Epoch [17][2100/3757] lr: 1.000e-02, eta: 6 days, 20:41:06, time: 1.875, data_time: 0.022, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7570, loss_cls: 2.0019, loss: 2.0019, grad_norm: 5.0855 2021-01-29 02:33:41,188 - mmaction - INFO - Epoch [17][2120/3757] lr: 1.000e-02, eta: 6 days, 20:40:03, time: 1.637, data_time: 0.024, memory: 7136, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 2.0161, loss: 2.0161, grad_norm: 4.9727 2021-01-29 02:34:13,543 - mmaction - INFO - Epoch [17][2140/3757] lr: 1.000e-02, eta: 6 days, 20:38:57, time: 1.614, data_time: 0.015, memory: 7136, top1_acc: 0.5477, top5_acc: 0.7555, loss_cls: 1.9962, loss: 1.9962, grad_norm: 5.0295 2021-01-29 02:34:59,427 - mmaction - INFO - Epoch [17][2160/3757] lr: 1.000e-02, eta: 6 days, 20:38:59, time: 2.291, data_time: 0.024, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7453, loss_cls: 2.0513, loss: 2.0513, grad_norm: 5.0068 2021-01-29 02:35:40,106 - mmaction - INFO - Epoch [17][2180/3757] lr: 1.000e-02, eta: 6 days, 20:38:37, time: 2.046, data_time: 0.025, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7711, loss_cls: 1.9868, loss: 1.9868, grad_norm: 5.0943 2021-01-29 02:36:19,936 - mmaction - INFO - Epoch [17][2200/3757] lr: 1.000e-02, eta: 6 days, 20:38:09, time: 1.983, data_time: 0.015, memory: 7136, top1_acc: 0.5547, top5_acc: 0.7742, loss_cls: 1.8814, loss: 1.8814, grad_norm: 4.9763 2021-01-29 02:36:51,828 - mmaction - INFO - Epoch [17][2220/3757] lr: 1.000e-02, eta: 6 days, 20:37:02, time: 1.605, data_time: 0.020, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7656, loss_cls: 2.0176, loss: 2.0176, grad_norm: 4.8950 2021-01-29 02:37:23,405 - mmaction - INFO - Epoch [17][2240/3757] lr: 1.000e-02, eta: 6 days, 20:35:52, time: 1.568, data_time: 0.010, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7555, loss_cls: 2.0597, loss: 2.0597, grad_norm: 5.0870 2021-01-29 02:38:02,541 - mmaction - INFO - Epoch [17][2260/3757] lr: 1.000e-02, eta: 6 days, 20:35:22, time: 1.967, data_time: 0.396, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7727, loss_cls: 1.9585, loss: 1.9585, grad_norm: 5.1303 2021-01-29 02:38:37,715 - mmaction - INFO - Epoch [17][2280/3757] lr: 1.000e-02, eta: 6 days, 20:34:30, time: 1.752, data_time: 0.005, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 2.0173, loss: 2.0173, grad_norm: 5.0060 2021-01-29 02:39:12,520 - mmaction - INFO - Epoch [17][2300/3757] lr: 1.000e-02, eta: 6 days, 20:33:37, time: 1.738, data_time: 0.019, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7609, loss_cls: 2.1087, loss: 2.1087, grad_norm: 5.1557 2021-01-29 02:39:58,357 - mmaction - INFO - Epoch [17][2320/3757] lr: 1.000e-02, eta: 6 days, 20:33:37, time: 2.271, data_time: 0.028, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7648, loss_cls: 1.9820, loss: 1.9820, grad_norm: 5.1757 2021-01-29 02:40:46,455 - mmaction - INFO - Epoch [17][2340/3757] lr: 1.000e-02, eta: 6 days, 20:33:51, time: 2.414, data_time: 0.727, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7820, loss_cls: 1.9645, loss: 1.9645, grad_norm: 4.9921 2021-01-29 02:41:26,305 - mmaction - INFO - Epoch [17][2360/3757] lr: 1.000e-02, eta: 6 days, 20:33:25, time: 2.007, data_time: 0.022, memory: 7136, top1_acc: 0.5414, top5_acc: 0.7820, loss_cls: 1.9601, loss: 1.9601, grad_norm: 5.0150 2021-01-29 02:42:08,533 - mmaction - INFO - Epoch [17][2380/3757] lr: 1.000e-02, eta: 6 days, 20:33:08, time: 2.099, data_time: 0.007, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7555, loss_cls: 2.0132, loss: 2.0132, grad_norm: 5.1009 2021-01-29 02:42:44,600 - mmaction - INFO - Epoch [17][2400/3757] lr: 1.000e-02, eta: 6 days, 20:32:21, time: 1.802, data_time: 0.059, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7586, loss_cls: 2.0679, loss: 2.0679, grad_norm: 5.2337 2021-01-29 02:43:32,651 - mmaction - INFO - Epoch [17][2420/3757] lr: 1.000e-02, eta: 6 days, 20:32:34, time: 2.390, data_time: 0.252, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7875, loss_cls: 1.9436, loss: 1.9436, grad_norm: 5.5927 2021-01-29 02:44:27,605 - mmaction - INFO - Epoch [17][2440/3757] lr: 1.000e-02, eta: 6 days, 20:33:22, time: 2.752, data_time: 0.034, memory: 7136, top1_acc: 0.5102, top5_acc: 0.7719, loss_cls: 2.0100, loss: 2.0100, grad_norm: 5.1378 2021-01-29 02:46:01,427 - mmaction - INFO - Epoch [17][2460/3757] lr: 1.000e-02, eta: 6 days, 20:37:25, time: 4.697, data_time: 0.030, memory: 7136, top1_acc: 0.5234, top5_acc: 0.7539, loss_cls: 2.0423, loss: 2.0423, grad_norm: 5.1093 2021-01-29 02:46:50,412 - mmaction - INFO - Epoch [17][2480/3757] lr: 1.000e-02, eta: 6 days, 20:37:43, time: 2.452, data_time: 0.024, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 1.9737, loss: 1.9737, grad_norm: 5.1569 2021-01-29 02:47:30,135 - mmaction - INFO - Epoch [17][2500/3757] lr: 1.000e-02, eta: 6 days, 20:37:13, time: 1.972, data_time: 0.026, memory: 7136, top1_acc: 0.5484, top5_acc: 0.7672, loss_cls: 1.9640, loss: 1.9640, grad_norm: 5.0315 2021-01-29 02:48:13,001 - mmaction - INFO - Epoch [17][2520/3757] lr: 1.000e-02, eta: 6 days, 20:37:03, time: 2.169, data_time: 0.047, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7633, loss_cls: 2.0137, loss: 2.0137, grad_norm: 5.0680 2021-01-29 02:49:08,395 - mmaction - INFO - Epoch [17][2540/3757] lr: 1.000e-02, eta: 6 days, 20:37:53, time: 2.777, data_time: 0.013, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7594, loss_cls: 2.0359, loss: 2.0359, grad_norm: 5.0640 2021-01-29 02:50:24,507 - mmaction - INFO - Epoch [17][2560/3757] lr: 1.000e-02, eta: 6 days, 20:40:24, time: 3.780, data_time: 0.087, memory: 7136, top1_acc: 0.5484, top5_acc: 0.7648, loss_cls: 1.9683, loss: 1.9683, grad_norm: 4.9066 2021-01-29 02:51:02,258 - mmaction - INFO - Epoch [17][2580/3757] lr: 1.000e-02, eta: 6 days, 20:39:47, time: 1.908, data_time: 0.202, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7742, loss_cls: 1.9502, loss: 1.9502, grad_norm: 5.1695 2021-01-29 02:51:52,531 - mmaction - INFO - Epoch [17][2600/3757] lr: 1.000e-02, eta: 6 days, 20:40:10, time: 2.504, data_time: 0.009, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7641, loss_cls: 2.0393, loss: 2.0393, grad_norm: 5.1768 2021-01-29 02:52:47,992 - mmaction - INFO - Epoch [17][2620/3757] lr: 1.000e-02, eta: 6 days, 20:41:00, time: 2.770, data_time: 0.019, memory: 7136, top1_acc: 0.5156, top5_acc: 0.7414, loss_cls: 2.1466, loss: 2.1466, grad_norm: 5.1622 2021-01-29 02:53:44,606 - mmaction - INFO - Epoch [17][2640/3757] lr: 1.000e-02, eta: 6 days, 20:41:53, time: 2.809, data_time: 0.027, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7680, loss_cls: 2.0013, loss: 2.0013, grad_norm: 5.0621 2021-01-29 02:55:14,684 - mmaction - INFO - Epoch [17][2660/3757] lr: 1.000e-02, eta: 6 days, 20:45:37, time: 4.518, data_time: 0.043, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7594, loss_cls: 2.0484, loss: 2.0484, grad_norm: 5.3430 2021-01-29 02:56:03,756 - mmaction - INFO - Epoch [17][2680/3757] lr: 1.000e-02, eta: 6 days, 20:45:54, time: 2.449, data_time: 0.081, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7758, loss_cls: 1.9764, loss: 1.9764, grad_norm: 5.0061 2021-01-29 02:56:48,156 - mmaction - INFO - Epoch [17][2700/3757] lr: 1.000e-02, eta: 6 days, 20:45:50, time: 2.230, data_time: 0.035, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7547, loss_cls: 2.0497, loss: 2.0497, grad_norm: 5.0340 2021-01-29 02:57:50,925 - mmaction - INFO - Epoch [17][2720/3757] lr: 1.000e-02, eta: 6 days, 20:47:17, time: 3.158, data_time: 0.030, memory: 7136, top1_acc: 0.5414, top5_acc: 0.7578, loss_cls: 1.9805, loss: 1.9805, grad_norm: 4.9479 2021-01-29 02:58:38,582 - mmaction - INFO - Epoch [17][2740/3757] lr: 1.000e-02, eta: 6 days, 20:47:26, time: 2.367, data_time: 0.015, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7883, loss_cls: 1.9356, loss: 1.9356, grad_norm: 5.1541 2021-01-29 02:59:37,930 - mmaction - INFO - Epoch [17][2760/3757] lr: 1.000e-02, eta: 6 days, 20:48:36, time: 2.979, data_time: 0.286, memory: 7136, top1_acc: 0.5531, top5_acc: 0.7703, loss_cls: 1.9439, loss: 1.9439, grad_norm: 5.2836 2021-01-29 03:00:25,313 - mmaction - INFO - Epoch [17][2780/3757] lr: 1.000e-02, eta: 6 days, 20:48:46, time: 2.374, data_time: 0.012, memory: 7136, top1_acc: 0.5375, top5_acc: 0.7578, loss_cls: 2.0577, loss: 2.0577, grad_norm: 5.1527 2021-01-29 03:01:30,726 - mmaction - INFO - Epoch [17][2800/3757] lr: 1.000e-02, eta: 6 days, 20:50:24, time: 3.265, data_time: 0.018, memory: 7136, top1_acc: 0.5336, top5_acc: 0.7664, loss_cls: 2.0211, loss: 2.0211, grad_norm: 5.2024 2021-01-29 03:02:44,712 - mmaction - INFO - Epoch [17][2820/3757] lr: 1.000e-02, eta: 6 days, 20:52:43, time: 3.677, data_time: 0.356, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7430, loss_cls: 2.1030, loss: 2.1030, grad_norm: 5.2492 2021-01-29 03:03:24,331 - mmaction - INFO - Epoch [17][2840/3757] lr: 1.000e-02, eta: 6 days, 20:52:15, time: 2.002, data_time: 0.088, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7586, loss_cls: 2.0705, loss: 2.0705, grad_norm: 5.2770 2021-01-29 03:04:30,546 - mmaction - INFO - Epoch [17][2860/3757] lr: 1.000e-02, eta: 6 days, 20:53:58, time: 3.318, data_time: 0.010, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7508, loss_cls: 2.0884, loss: 2.0884, grad_norm: 5.1717 2021-01-29 03:05:02,572 - mmaction - INFO - Epoch [17][2880/3757] lr: 1.000e-02, eta: 6 days, 20:52:50, time: 1.591, data_time: 0.001, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7594, loss_cls: 2.0200, loss: 2.0200, grad_norm: 5.0576 2021-01-29 03:05:52,806 - mmaction - INFO - Epoch [17][2900/3757] lr: 1.000e-02, eta: 6 days, 20:53:11, time: 2.492, data_time: 0.014, memory: 7136, top1_acc: 0.5398, top5_acc: 0.7742, loss_cls: 1.9490, loss: 1.9490, grad_norm: 4.9403 2021-01-29 03:06:29,041 - mmaction - INFO - Epoch [17][2920/3757] lr: 1.000e-02, eta: 6 days, 20:52:26, time: 1.833, data_time: 0.047, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7508, loss_cls: 2.0765, loss: 2.0765, grad_norm: 5.1073 2021-01-29 03:07:05,538 - mmaction - INFO - Epoch [17][2940/3757] lr: 1.000e-02, eta: 6 days, 20:51:42, time: 1.834, data_time: 0.019, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7883, loss_cls: 1.8974, loss: 1.8974, grad_norm: 4.8714 2021-01-29 03:07:43,345 - mmaction - INFO - Epoch [17][2960/3757] lr: 1.000e-02, eta: 6 days, 20:51:02, time: 1.876, data_time: 0.002, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 2.0410, loss: 2.0410, grad_norm: 5.2784 2021-01-29 03:08:55,699 - mmaction - INFO - Epoch [17][2980/3757] lr: 1.000e-02, eta: 6 days, 20:53:14, time: 3.615, data_time: 0.022, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7781, loss_cls: 1.9227, loss: 1.9227, grad_norm: 4.9390 2021-01-29 03:09:34,135 - mmaction - INFO - Epoch [17][3000/3757] lr: 1.000e-02, eta: 6 days, 20:52:39, time: 1.932, data_time: 0.019, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7703, loss_cls: 1.9877, loss: 1.9877, grad_norm: 5.0583 2021-01-29 03:10:37,332 - mmaction - INFO - Epoch [17][3020/3757] lr: 1.000e-02, eta: 6 days, 20:54:06, time: 3.160, data_time: 0.009, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7508, loss_cls: 2.0809, loss: 2.0809, grad_norm: 5.1341 2021-01-29 03:11:31,726 - mmaction - INFO - Epoch [17][3040/3757] lr: 1.000e-02, eta: 6 days, 20:54:49, time: 2.717, data_time: 0.007, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7789, loss_cls: 1.9364, loss: 1.9364, grad_norm: 5.2493 2021-01-29 03:12:20,442 - mmaction - INFO - Epoch [17][3060/3757] lr: 1.000e-02, eta: 6 days, 20:55:02, time: 2.418, data_time: 0.015, memory: 7136, top1_acc: 0.4977, top5_acc: 0.7586, loss_cls: 2.0957, loss: 2.0957, grad_norm: 5.2670 2021-01-29 03:13:11,177 - mmaction - INFO - Epoch [17][3080/3757] lr: 1.000e-02, eta: 6 days, 20:55:30, time: 2.559, data_time: 0.030, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7570, loss_cls: 2.0617, loss: 2.0617, grad_norm: 5.4301 2021-01-29 03:13:49,019 - mmaction - INFO - Epoch [17][3100/3757] lr: 1.000e-02, eta: 6 days, 20:54:49, time: 1.874, data_time: 0.007, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7594, loss_cls: 2.0642, loss: 2.0642, grad_norm: 5.1933 2021-01-29 03:14:32,602 - mmaction - INFO - Epoch [17][3120/3757] lr: 1.000e-02, eta: 6 days, 20:54:41, time: 2.202, data_time: 0.034, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7594, loss_cls: 2.0265, loss: 2.0265, grad_norm: 5.1848 2021-01-29 03:15:14,488 - mmaction - INFO - Epoch [17][3140/3757] lr: 1.000e-02, eta: 6 days, 20:54:22, time: 2.094, data_time: 0.005, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7695, loss_cls: 2.0312, loss: 2.0312, grad_norm: 5.1723 2021-01-29 03:15:55,732 - mmaction - INFO - Epoch [17][3160/3757] lr: 1.000e-02, eta: 6 days, 20:53:58, time: 2.041, data_time: 0.249, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7680, loss_cls: 1.9734, loss: 1.9734, grad_norm: 5.0528 2021-01-29 03:16:39,593 - mmaction - INFO - Epoch [17][3180/3757] lr: 1.000e-02, eta: 6 days, 20:53:50, time: 2.205, data_time: 0.530, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 1.9630, loss: 1.9630, grad_norm: 4.9184 2021-01-29 03:17:15,864 - mmaction - INFO - Epoch [17][3200/3757] lr: 1.000e-02, eta: 6 days, 20:53:04, time: 1.822, data_time: 0.014, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7719, loss_cls: 1.9743, loss: 1.9743, grad_norm: 5.0725 2021-01-29 03:18:29,594 - mmaction - INFO - Epoch [17][3220/3757] lr: 1.000e-02, eta: 6 days, 20:55:22, time: 3.685, data_time: 0.086, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7484, loss_cls: 2.0890, loss: 2.0890, grad_norm: 5.2402 2021-01-29 03:19:01,489 - mmaction - INFO - Epoch [17][3240/3757] lr: 1.000e-02, eta: 6 days, 20:54:11, time: 1.562, data_time: 0.007, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0495, loss: 2.0495, grad_norm: 5.1476 2021-01-29 03:19:45,699 - mmaction - INFO - Epoch [17][3260/3757] lr: 1.000e-02, eta: 6 days, 20:54:06, time: 2.236, data_time: 0.280, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7672, loss_cls: 1.9963, loss: 1.9963, grad_norm: 4.9822 2021-01-29 03:20:13,333 - mmaction - INFO - Epoch [17][3280/3757] lr: 1.000e-02, eta: 6 days, 20:52:38, time: 1.392, data_time: 0.013, memory: 7136, top1_acc: 0.5156, top5_acc: 0.7367, loss_cls: 2.1401, loss: 2.1401, grad_norm: 4.9933 2021-01-29 03:20:48,779 - mmaction - INFO - Epoch [17][3300/3757] lr: 1.000e-02, eta: 6 days, 20:51:46, time: 1.757, data_time: 0.003, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7422, loss_cls: 2.1386, loss: 2.1386, grad_norm: 4.9954 2021-01-29 03:21:28,501 - mmaction - INFO - Epoch [17][3320/3757] lr: 1.000e-02, eta: 6 days, 20:51:16, time: 1.985, data_time: 0.017, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7797, loss_cls: 1.9635, loss: 1.9635, grad_norm: 5.0612 2021-01-29 03:22:02,550 - mmaction - INFO - Epoch [17][3340/3757] lr: 1.000e-02, eta: 6 days, 20:50:18, time: 1.692, data_time: 0.026, memory: 7136, top1_acc: 0.4961, top5_acc: 0.7547, loss_cls: 2.1220, loss: 2.1220, grad_norm: 5.1377 2021-01-29 03:22:36,488 - mmaction - INFO - Epoch [17][3360/3757] lr: 1.000e-02, eta: 6 days, 20:49:21, time: 1.714, data_time: 0.035, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7609, loss_cls: 2.0295, loss: 2.0295, grad_norm: 5.1211 2021-01-29 03:23:09,904 - mmaction - INFO - Epoch [17][3380/3757] lr: 1.000e-02, eta: 6 days, 20:48:21, time: 1.677, data_time: 0.011, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7672, loss_cls: 2.0104, loss: 2.0104, grad_norm: 5.2810 2021-01-29 03:24:07,644 - mmaction - INFO - Epoch [17][3400/3757] lr: 1.000e-02, eta: 6 days, 20:49:19, time: 2.879, data_time: 0.015, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7578, loss_cls: 2.0909, loss: 2.0909, grad_norm: 5.0596 2021-01-29 03:24:52,196 - mmaction - INFO - Epoch [17][3420/3757] lr: 1.000e-02, eta: 6 days, 20:49:13, time: 2.221, data_time: 0.012, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7789, loss_cls: 1.9131, loss: 1.9131, grad_norm: 4.9109 2021-01-29 03:25:26,997 - mmaction - INFO - Epoch [17][3440/3757] lr: 1.000e-02, eta: 6 days, 20:48:20, time: 1.751, data_time: 0.019, memory: 7136, top1_acc: 0.5336, top5_acc: 0.7719, loss_cls: 2.0092, loss: 2.0092, grad_norm: 5.2922 2021-01-29 03:26:19,407 - mmaction - INFO - Epoch [17][3460/3757] lr: 1.000e-02, eta: 6 days, 20:48:52, time: 2.612, data_time: 0.009, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7664, loss_cls: 2.0460, loss: 2.0460, grad_norm: 5.1411 2021-01-29 03:26:59,197 - mmaction - INFO - Epoch [17][3480/3757] lr: 1.000e-02, eta: 6 days, 20:48:21, time: 1.974, data_time: 0.027, memory: 7136, top1_acc: 0.5453, top5_acc: 0.7781, loss_cls: 1.9789, loss: 1.9789, grad_norm: 5.2023 2021-01-29 03:27:40,174 - mmaction - INFO - Epoch [17][3500/3757] lr: 1.000e-02, eta: 6 days, 20:48:00, time: 2.078, data_time: 0.037, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7648, loss_cls: 2.0154, loss: 2.0154, grad_norm: 5.0812 2021-01-29 03:28:21,953 - mmaction - INFO - Epoch [17][3520/3757] lr: 1.000e-02, eta: 6 days, 20:47:41, time: 2.090, data_time: 0.294, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7656, loss_cls: 2.0155, loss: 2.0155, grad_norm: 5.1467 2021-01-29 03:29:11,208 - mmaction - INFO - Epoch [17][3540/3757] lr: 1.000e-02, eta: 6 days, 20:47:56, time: 2.438, data_time: 0.005, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7586, loss_cls: 2.0198, loss: 2.0198, grad_norm: 5.3182 2021-01-29 03:29:50,633 - mmaction - INFO - Epoch [17][3560/3757] lr: 1.000e-02, eta: 6 days, 20:47:27, time: 1.995, data_time: 0.029, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7570, loss_cls: 2.0303, loss: 2.0303, grad_norm: 5.0616 2021-01-29 03:30:26,473 - mmaction - INFO - Epoch [17][3580/3757] lr: 1.000e-02, eta: 6 days, 20:46:37, time: 1.781, data_time: 0.002, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7672, loss_cls: 1.9807, loss: 1.9807, grad_norm: 5.1058 2021-01-29 03:31:25,558 - mmaction - INFO - Epoch [17][3600/3757] lr: 1.000e-02, eta: 6 days, 20:47:43, time: 2.959, data_time: 0.282, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7578, loss_cls: 2.0060, loss: 2.0060, grad_norm: 5.1696 2021-01-29 03:32:11,979 - mmaction - INFO - Epoch [17][3620/3757] lr: 1.000e-02, eta: 6 days, 20:47:44, time: 2.306, data_time: 0.045, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7758, loss_cls: 1.9613, loss: 1.9613, grad_norm: 5.0737 2021-01-29 03:32:50,042 - mmaction - INFO - Epoch [17][3640/3757] lr: 1.000e-02, eta: 6 days, 20:47:07, time: 1.911, data_time: 0.024, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7695, loss_cls: 2.0553, loss: 2.0553, grad_norm: 5.0618 2021-01-29 03:33:28,567 - mmaction - INFO - Epoch [17][3660/3757] lr: 1.000e-02, eta: 6 days, 20:46:32, time: 1.935, data_time: 0.019, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7641, loss_cls: 1.9743, loss: 1.9743, grad_norm: 5.2724 2021-01-29 03:34:11,217 - mmaction - INFO - Epoch [17][3680/3757] lr: 1.000e-02, eta: 6 days, 20:46:17, time: 2.132, data_time: 0.013, memory: 7136, top1_acc: 0.5016, top5_acc: 0.7453, loss_cls: 2.1245, loss: 2.1245, grad_norm: 5.2439 2021-01-29 03:34:55,062 - mmaction - INFO - Epoch [17][3700/3757] lr: 1.000e-02, eta: 6 days, 20:46:05, time: 2.172, data_time: 0.019, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7570, loss_cls: 2.0899, loss: 2.0899, grad_norm: 5.2466 2021-01-29 03:35:40,055 - mmaction - INFO - Epoch [17][3720/3757] lr: 1.000e-02, eta: 6 days, 20:46:02, time: 2.258, data_time: 0.038, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7492, loss_cls: 2.0860, loss: 2.0860, grad_norm: 5.1715 2021-01-29 03:36:25,371 - mmaction - INFO - Epoch [17][3740/3757] lr: 1.000e-02, eta: 6 days, 20:45:59, time: 2.262, data_time: 0.022, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7461, loss_cls: 2.0973, loss: 2.0973, grad_norm: 5.0501 2021-01-29 03:40:50,912 - mmaction - INFO - Epoch [18][20/3757] lr: 1.000e-02, eta: 6 days, 20:55:07, time: 9.855, data_time: 7.855, memory: 7136, top1_acc: 0.5539, top5_acc: 0.7875, loss_cls: 1.8932, loss: 1.8932, grad_norm: 5.0046 2021-01-29 03:41:20,754 - mmaction - INFO - Epoch [18][40/3757] lr: 1.000e-02, eta: 6 days, 20:53:48, time: 1.487, data_time: 0.003, memory: 7136, top1_acc: 0.5656, top5_acc: 0.7836, loss_cls: 1.8776, loss: 1.8776, grad_norm: 5.1906 2021-01-29 03:41:52,796 - mmaction - INFO - Epoch [18][60/3757] lr: 1.000e-02, eta: 6 days, 20:52:39, time: 1.585, data_time: 0.009, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7680, loss_cls: 1.9743, loss: 1.9743, grad_norm: 5.1600 2021-01-29 03:42:37,873 - mmaction - INFO - Epoch [18][80/3757] lr: 1.000e-02, eta: 6 days, 20:52:37, time: 2.275, data_time: 0.026, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7531, loss_cls: 2.0209, loss: 2.0209, grad_norm: 5.1525 2021-01-29 03:43:09,429 - mmaction - INFO - Epoch [18][100/3757] lr: 1.000e-02, eta: 6 days, 20:51:27, time: 1.572, data_time: 0.004, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7695, loss_cls: 1.9842, loss: 1.9842, grad_norm: 5.2152 2021-01-29 03:43:43,501 - mmaction - INFO - Epoch [18][120/3757] lr: 1.000e-02, eta: 6 days, 20:50:29, time: 1.704, data_time: 0.012, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7539, loss_cls: 2.0038, loss: 2.0038, grad_norm: 5.0600 2021-01-29 03:44:17,251 - mmaction - INFO - Epoch [18][140/3757] lr: 1.000e-02, eta: 6 days, 20:49:30, time: 1.687, data_time: 0.012, memory: 7136, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.8678, loss: 1.8678, grad_norm: 4.9747 2021-01-29 03:44:57,786 - mmaction - INFO - Epoch [18][160/3757] lr: 1.000e-02, eta: 6 days, 20:49:02, time: 2.011, data_time: 0.016, memory: 7136, top1_acc: 0.5477, top5_acc: 0.7742, loss_cls: 1.9200, loss: 1.9200, grad_norm: 4.9769 2021-01-29 03:45:32,735 - mmaction - INFO - Epoch [18][180/3757] lr: 1.000e-02, eta: 6 days, 20:48:11, time: 1.767, data_time: 0.026, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7445, loss_cls: 2.1165, loss: 2.1165, grad_norm: 5.3636 2021-01-29 03:46:01,452 - mmaction - INFO - Epoch [18][200/3757] lr: 1.000e-02, eta: 6 days, 20:46:47, time: 1.436, data_time: 0.008, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7742, loss_cls: 1.9967, loss: 1.9967, grad_norm: 5.0630 2021-01-29 03:46:32,703 - mmaction - INFO - Epoch [18][220/3757] lr: 1.000e-02, eta: 6 days, 20:45:36, time: 1.558, data_time: 0.006, memory: 7136, top1_acc: 0.5531, top5_acc: 0.7836, loss_cls: 1.9051, loss: 1.9051, grad_norm: 4.9482 2021-01-29 03:47:04,826 - mmaction - INFO - Epoch [18][240/3757] lr: 1.000e-02, eta: 6 days, 20:44:29, time: 1.609, data_time: 0.009, memory: 7136, top1_acc: 0.5477, top5_acc: 0.7875, loss_cls: 1.8761, loss: 1.8761, grad_norm: 5.0639 2021-01-29 03:47:34,701 - mmaction - INFO - Epoch [18][260/3757] lr: 1.000e-02, eta: 6 days, 20:43:11, time: 1.494, data_time: 0.016, memory: 7136, top1_acc: 0.5500, top5_acc: 0.7734, loss_cls: 1.9423, loss: 1.9423, grad_norm: 4.9404 2021-01-29 03:48:10,227 - mmaction - INFO - Epoch [18][280/3757] lr: 1.000e-02, eta: 6 days, 20:42:21, time: 1.781, data_time: 0.009, memory: 7136, top1_acc: 0.5414, top5_acc: 0.7852, loss_cls: 1.9160, loss: 1.9160, grad_norm: 5.1033 2021-01-29 03:48:41,135 - mmaction - INFO - Epoch [18][300/3757] lr: 1.000e-02, eta: 6 days, 20:41:08, time: 1.538, data_time: 0.005, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7664, loss_cls: 1.9490, loss: 1.9490, grad_norm: 5.2235 2021-01-29 03:49:14,584 - mmaction - INFO - Epoch [18][320/3757] lr: 1.000e-02, eta: 6 days, 20:40:07, time: 1.672, data_time: 0.016, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7758, loss_cls: 1.9235, loss: 1.9235, grad_norm: 5.2100 2021-01-29 03:49:54,356 - mmaction - INFO - Epoch [18][340/3757] lr: 1.000e-02, eta: 6 days, 20:39:38, time: 1.995, data_time: 0.014, memory: 7136, top1_acc: 0.5414, top5_acc: 0.7812, loss_cls: 1.8941, loss: 1.8941, grad_norm: 5.1369 2021-01-29 03:50:30,841 - mmaction - INFO - Epoch [18][360/3757] lr: 1.000e-02, eta: 6 days, 20:38:50, time: 1.805, data_time: 0.005, memory: 7136, top1_acc: 0.5375, top5_acc: 0.7781, loss_cls: 1.9693, loss: 1.9693, grad_norm: 5.1742 2021-01-29 03:51:03,336 - mmaction - INFO - Epoch [18][380/3757] lr: 1.000e-02, eta: 6 days, 20:37:47, time: 1.637, data_time: 0.023, memory: 7136, top1_acc: 0.5578, top5_acc: 0.7789, loss_cls: 1.8919, loss: 1.8919, grad_norm: 5.2536 2021-01-29 03:51:44,504 - mmaction - INFO - Epoch [18][400/3757] lr: 1.000e-02, eta: 6 days, 20:37:24, time: 2.060, data_time: 0.012, memory: 7136, top1_acc: 0.5477, top5_acc: 0.7914, loss_cls: 1.8543, loss: 1.8543, grad_norm: 5.3301 2021-01-29 03:52:20,479 - mmaction - INFO - Epoch [18][420/3757] lr: 1.000e-02, eta: 6 days, 20:36:36, time: 1.799, data_time: 0.014, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7430, loss_cls: 2.0963, loss: 2.0963, grad_norm: 5.1945 2021-01-29 03:53:12,573 - mmaction - INFO - Epoch [18][440/3757] lr: 1.000e-02, eta: 6 days, 20:37:05, time: 2.594, data_time: 0.557, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7617, loss_cls: 2.0492, loss: 2.0492, grad_norm: 5.2338 2021-01-29 03:54:06,417 - mmaction - INFO - Epoch [18][460/3757] lr: 1.000e-02, eta: 6 days, 20:37:45, time: 2.709, data_time: 0.440, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7711, loss_cls: 1.9974, loss: 1.9974, grad_norm: 5.0930 2021-01-29 03:54:45,904 - mmaction - INFO - Epoch [18][480/3757] lr: 1.000e-02, eta: 6 days, 20:37:12, time: 1.961, data_time: 0.015, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7797, loss_cls: 1.9559, loss: 1.9559, grad_norm: 5.1580 2021-01-29 03:55:15,106 - mmaction - INFO - Epoch [18][500/3757] lr: 1.000e-02, eta: 6 days, 20:35:50, time: 1.452, data_time: 0.021, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7617, loss_cls: 2.0052, loss: 2.0052, grad_norm: 4.9368 2021-01-29 03:55:50,810 - mmaction - INFO - Epoch [18][520/3757] lr: 1.000e-02, eta: 6 days, 20:35:02, time: 1.798, data_time: 0.024, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7758, loss_cls: 1.9393, loss: 1.9393, grad_norm: 5.0895 2021-01-29 03:56:31,037 - mmaction - INFO - Epoch [18][540/3757] lr: 1.000e-02, eta: 6 days, 20:34:34, time: 2.007, data_time: 0.018, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7625, loss_cls: 1.9645, loss: 1.9645, grad_norm: 4.9688 2021-01-29 03:57:03,793 - mmaction - INFO - Epoch [18][560/3757] lr: 1.000e-02, eta: 6 days, 20:33:28, time: 1.616, data_time: 0.018, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7484, loss_cls: 2.0982, loss: 2.0982, grad_norm: 5.1293 2021-01-29 03:57:55,625 - mmaction - INFO - Epoch [18][580/3757] lr: 1.000e-02, eta: 6 days, 20:34:00, time: 2.624, data_time: 0.037, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7805, loss_cls: 1.9085, loss: 1.9085, grad_norm: 4.9514 2021-01-29 03:58:30,312 - mmaction - INFO - Epoch [18][600/3757] lr: 1.000e-02, eta: 6 days, 20:33:05, time: 1.732, data_time: 0.015, memory: 7136, top1_acc: 0.5445, top5_acc: 0.7680, loss_cls: 1.9215, loss: 1.9215, grad_norm: 5.0692 2021-01-29 03:59:04,066 - mmaction - INFO - Epoch [18][620/3757] lr: 1.000e-02, eta: 6 days, 20:32:07, time: 1.693, data_time: 0.022, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7484, loss_cls: 2.1221, loss: 2.1221, grad_norm: 5.3693 2021-01-29 03:59:35,231 - mmaction - INFO - Epoch [18][640/3757] lr: 1.000e-02, eta: 6 days, 20:30:53, time: 1.532, data_time: 0.005, memory: 7136, top1_acc: 0.5531, top5_acc: 0.7844, loss_cls: 1.9190, loss: 1.9190, grad_norm: 5.0121 2021-01-29 04:00:06,274 - mmaction - INFO - Epoch [18][660/3757] lr: 1.000e-02, eta: 6 days, 20:29:41, time: 1.555, data_time: 0.029, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7555, loss_cls: 2.0366, loss: 2.0366, grad_norm: 5.0863 2021-01-29 04:00:55,043 - mmaction - INFO - Epoch [18][680/3757] lr: 1.000e-02, eta: 6 days, 20:29:57, time: 2.461, data_time: 0.037, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7820, loss_cls: 1.9419, loss: 1.9419, grad_norm: 5.0519 2021-01-29 04:01:28,245 - mmaction - INFO - Epoch [18][700/3757] lr: 1.000e-02, eta: 6 days, 20:28:54, time: 1.648, data_time: 0.003, memory: 7136, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0063, loss: 2.0063, grad_norm: 5.3295 2021-01-29 04:02:05,117 - mmaction - INFO - Epoch [18][720/3757] lr: 1.000e-02, eta: 6 days, 20:28:11, time: 1.846, data_time: 0.015, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7648, loss_cls: 1.9919, loss: 1.9919, grad_norm: 5.1661 2021-01-29 04:02:40,266 - mmaction - INFO - Epoch [18][740/3757] lr: 1.000e-02, eta: 6 days, 20:27:18, time: 1.752, data_time: 0.174, memory: 7136, top1_acc: 0.5641, top5_acc: 0.7859, loss_cls: 1.9128, loss: 1.9128, grad_norm: 5.0592 2021-01-29 04:03:10,851 - mmaction - INFO - Epoch [18][760/3757] lr: 1.000e-02, eta: 6 days, 20:26:05, time: 1.539, data_time: 0.018, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7617, loss_cls: 2.0413, loss: 2.0413, grad_norm: 5.1620 2021-01-29 04:03:43,690 - mmaction - INFO - Epoch [18][780/3757] lr: 1.000e-02, eta: 6 days, 20:25:00, time: 1.625, data_time: 0.008, memory: 7136, top1_acc: 0.5406, top5_acc: 0.8023, loss_cls: 1.9095, loss: 1.9095, grad_norm: 5.0088 2021-01-29 04:04:12,711 - mmaction - INFO - Epoch [18][800/3757] lr: 1.000e-02, eta: 6 days, 20:23:41, time: 1.472, data_time: 0.042, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7703, loss_cls: 1.9483, loss: 1.9483, grad_norm: 4.9851 2021-01-29 04:04:42,357 - mmaction - INFO - Epoch [18][820/3757] lr: 1.000e-02, eta: 6 days, 20:22:22, time: 1.476, data_time: 0.004, memory: 7136, top1_acc: 0.5633, top5_acc: 0.7891, loss_cls: 1.8802, loss: 1.8802, grad_norm: 5.2854 2021-01-29 04:05:23,914 - mmaction - INFO - Epoch [18][840/3757] lr: 1.000e-02, eta: 6 days, 20:21:58, time: 2.057, data_time: 0.013, memory: 7136, top1_acc: 0.5453, top5_acc: 0.7773, loss_cls: 1.9450, loss: 1.9450, grad_norm: 5.1360 2021-01-29 04:05:50,122 - mmaction - INFO - Epoch [18][860/3757] lr: 1.000e-02, eta: 6 days, 20:20:26, time: 1.337, data_time: 0.032, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7711, loss_cls: 2.0295, loss: 2.0295, grad_norm: 5.2094 2021-01-29 04:06:21,044 - mmaction - INFO - Epoch [18][880/3757] lr: 1.000e-02, eta: 6 days, 20:19:14, time: 1.548, data_time: 0.015, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7602, loss_cls: 2.0312, loss: 2.0312, grad_norm: 5.1104 2021-01-29 04:06:48,144 - mmaction - INFO - Epoch [18][900/3757] lr: 1.000e-02, eta: 6 days, 20:17:42, time: 1.346, data_time: 0.003, memory: 7136, top1_acc: 0.5430, top5_acc: 0.7781, loss_cls: 1.9169, loss: 1.9169, grad_norm: 5.0084 2021-01-29 04:07:17,400 - mmaction - INFO - Epoch [18][920/3757] lr: 1.000e-02, eta: 6 days, 20:16:23, time: 1.470, data_time: 0.161, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 1.9959, loss: 1.9959, grad_norm: 5.2051 2021-01-29 04:07:56,375 - mmaction - INFO - Epoch [18][940/3757] lr: 1.000e-02, eta: 6 days, 20:15:46, time: 1.913, data_time: 0.003, memory: 7136, top1_acc: 0.5516, top5_acc: 0.7852, loss_cls: 1.9261, loss: 1.9261, grad_norm: 5.0786 2021-01-29 04:08:22,684 - mmaction - INFO - Epoch [18][960/3757] lr: 1.000e-02, eta: 6 days, 20:14:13, time: 1.335, data_time: 0.042, memory: 7136, top1_acc: 0.5445, top5_acc: 0.7688, loss_cls: 1.9502, loss: 1.9502, grad_norm: 5.1350 2021-01-29 04:09:00,325 - mmaction - INFO - Epoch [18][980/3757] lr: 1.000e-02, eta: 6 days, 20:13:35, time: 1.900, data_time: 0.020, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7641, loss_cls: 1.9919, loss: 1.9919, grad_norm: 5.2458 2021-01-29 04:09:27,282 - mmaction - INFO - Epoch [18][1000/3757] lr: 1.000e-02, eta: 6 days, 20:12:03, time: 1.340, data_time: 0.008, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7703, loss_cls: 1.9775, loss: 1.9775, grad_norm: 5.1333 2021-01-29 04:09:57,128 - mmaction - INFO - Epoch [18][1020/3757] lr: 1.000e-02, eta: 6 days, 20:10:46, time: 1.496, data_time: 0.011, memory: 7136, top1_acc: 0.5523, top5_acc: 0.7758, loss_cls: 1.8782, loss: 1.8782, grad_norm: 5.0811 2021-01-29 04:10:40,537 - mmaction - INFO - Epoch [18][1040/3757] lr: 1.000e-02, eta: 6 days, 20:10:31, time: 2.140, data_time: 0.085, memory: 7136, top1_acc: 0.5336, top5_acc: 0.7758, loss_cls: 1.9648, loss: 1.9648, grad_norm: 5.1980 2021-01-29 04:11:19,435 - mmaction - INFO - Epoch [18][1060/3757] lr: 1.000e-02, eta: 6 days, 20:10:00, time: 1.976, data_time: 0.100, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7586, loss_cls: 2.0513, loss: 2.0513, grad_norm: 5.1466 2021-01-29 04:11:55,607 - mmaction - INFO - Epoch [18][1080/3757] lr: 1.000e-02, eta: 6 days, 20:09:12, time: 1.796, data_time: 0.156, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7688, loss_cls: 1.9788, loss: 1.9788, grad_norm: 5.1044 2021-01-29 04:12:27,868 - mmaction - INFO - Epoch [18][1100/3757] lr: 1.000e-02, eta: 6 days, 20:08:08, time: 1.629, data_time: 0.020, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 1.9741, loss: 1.9741, grad_norm: 5.1531 2021-01-29 04:13:06,710 - mmaction - INFO - Epoch [18][1120/3757] lr: 1.000e-02, eta: 6 days, 20:07:34, time: 1.941, data_time: 0.003, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7648, loss_cls: 1.9991, loss: 1.9991, grad_norm: 5.3032 2021-01-29 04:14:05,623 - mmaction - INFO - Epoch [18][1140/3757] lr: 1.000e-02, eta: 6 days, 20:08:34, time: 2.933, data_time: 1.390, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7875, loss_cls: 1.9024, loss: 1.9024, grad_norm: 5.2093 2021-01-29 04:14:53,421 - mmaction - INFO - Epoch [18][1160/3757] lr: 1.000e-02, eta: 6 days, 20:08:43, time: 2.397, data_time: 0.272, memory: 7136, top1_acc: 0.5484, top5_acc: 0.7898, loss_cls: 1.8770, loss: 1.8770, grad_norm: 5.1009 2021-01-29 04:15:17,722 - mmaction - INFO - Epoch [18][1180/3757] lr: 1.000e-02, eta: 6 days, 20:07:00, time: 1.213, data_time: 0.009, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7578, loss_cls: 2.0123, loss: 2.0123, grad_norm: 5.0929 2021-01-29 04:15:54,799 - mmaction - INFO - Epoch [18][1200/3757] lr: 1.000e-02, eta: 6 days, 20:06:17, time: 1.859, data_time: 0.482, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7602, loss_cls: 2.0551, loss: 2.0551, grad_norm: 5.2193 2021-01-29 04:16:37,790 - mmaction - INFO - Epoch [18][1220/3757] lr: 1.000e-02, eta: 6 days, 20:06:02, time: 2.139, data_time: 0.112, memory: 7136, top1_acc: 0.5609, top5_acc: 0.7844, loss_cls: 1.9148, loss: 1.9148, grad_norm: 4.9642 2021-01-29 04:17:14,267 - mmaction - INFO - Epoch [18][1240/3757] lr: 1.000e-02, eta: 6 days, 20:05:16, time: 1.820, data_time: 0.019, memory: 7136, top1_acc: 0.5641, top5_acc: 0.7891, loss_cls: 1.8636, loss: 1.8636, grad_norm: 5.0492 2021-01-29 04:17:59,316 - mmaction - INFO - Epoch [18][1260/3757] lr: 1.000e-02, eta: 6 days, 20:05:13, time: 2.270, data_time: 0.190, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7625, loss_cls: 2.0093, loss: 2.0093, grad_norm: 5.3284 2021-01-29 04:18:32,850 - mmaction - INFO - Epoch [18][1280/3757] lr: 1.000e-02, eta: 6 days, 20:04:12, time: 1.662, data_time: 0.007, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7742, loss_cls: 1.9925, loss: 1.9925, grad_norm: 5.2716 2021-01-29 04:19:04,600 - mmaction - INFO - Epoch [18][1300/3757] lr: 1.000e-02, eta: 6 days, 20:03:05, time: 1.592, data_time: 0.071, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7703, loss_cls: 1.9922, loss: 1.9922, grad_norm: 5.1722 2021-01-29 04:19:49,605 - mmaction - INFO - Epoch [18][1320/3757] lr: 1.000e-02, eta: 6 days, 20:03:00, time: 2.248, data_time: 0.037, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7594, loss_cls: 2.0247, loss: 2.0247, grad_norm: 5.0296 2021-01-29 04:20:49,167 - mmaction - INFO - Epoch [18][1340/3757] lr: 1.000e-02, eta: 6 days, 20:04:05, time: 2.986, data_time: 0.020, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7609, loss_cls: 1.9992, loss: 1.9992, grad_norm: 5.1282 2021-01-29 04:21:28,216 - mmaction - INFO - Epoch [18][1360/3757] lr: 1.000e-02, eta: 6 days, 20:03:30, time: 1.937, data_time: 0.012, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7570, loss_cls: 2.0459, loss: 2.0459, grad_norm: 5.2236 2021-01-29 04:22:28,192 - mmaction - INFO - Epoch [18][1380/3757] lr: 1.000e-02, eta: 6 days, 20:04:38, time: 3.021, data_time: 1.026, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7867, loss_cls: 1.9477, loss: 1.9477, grad_norm: 5.1640 2021-01-29 04:23:09,945 - mmaction - INFO - Epoch [18][1400/3757] lr: 1.000e-02, eta: 6 days, 20:04:17, time: 2.076, data_time: 0.023, memory: 7136, top1_acc: 0.5484, top5_acc: 0.7859, loss_cls: 1.8914, loss: 1.8914, grad_norm: 5.4178 2021-01-29 04:23:53,642 - mmaction - INFO - Epoch [18][1420/3757] lr: 1.000e-02, eta: 6 days, 20:04:07, time: 2.195, data_time: 0.305, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7609, loss_cls: 2.0318, loss: 2.0318, grad_norm: 5.1241 2021-01-29 04:24:44,690 - mmaction - INFO - Epoch [18][1440/3757] lr: 1.000e-02, eta: 6 days, 20:04:30, time: 2.550, data_time: 0.011, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7758, loss_cls: 1.9638, loss: 1.9638, grad_norm: 5.0589 2021-01-29 04:25:30,466 - mmaction - INFO - Epoch [18][1460/3757] lr: 1.000e-02, eta: 6 days, 20:04:27, time: 2.275, data_time: 0.007, memory: 7136, top1_acc: 0.5570, top5_acc: 0.7766, loss_cls: 1.8848, loss: 1.8848, grad_norm: 4.9306 2021-01-29 04:26:04,195 - mmaction - INFO - Epoch [18][1480/3757] lr: 1.000e-02, eta: 6 days, 20:03:28, time: 1.683, data_time: 0.027, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7555, loss_cls: 2.0443, loss: 2.0443, grad_norm: 5.1551 2021-01-29 04:26:44,392 - mmaction - INFO - Epoch [18][1500/3757] lr: 1.000e-02, eta: 6 days, 20:03:02, time: 2.024, data_time: 0.211, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7656, loss_cls: 1.9971, loss: 1.9971, grad_norm: 5.2433 2021-01-29 04:27:16,705 - mmaction - INFO - Epoch [18][1520/3757] lr: 1.000e-02, eta: 6 days, 20:01:57, time: 1.617, data_time: 0.125, memory: 7136, top1_acc: 0.5609, top5_acc: 0.7953, loss_cls: 1.8460, loss: 1.8460, grad_norm: 4.9446 2021-01-29 04:28:04,515 - mmaction - INFO - Epoch [18][1540/3757] lr: 1.000e-02, eta: 6 days, 20:02:04, time: 2.383, data_time: 0.233, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7758, loss_cls: 1.9204, loss: 1.9204, grad_norm: 5.1704 2021-01-29 04:28:52,764 - mmaction - INFO - Epoch [18][1560/3757] lr: 1.000e-02, eta: 6 days, 20:02:15, time: 2.419, data_time: 0.783, memory: 7136, top1_acc: 0.5586, top5_acc: 0.7883, loss_cls: 1.8829, loss: 1.8829, grad_norm: 5.2438 2021-01-29 04:29:34,493 - mmaction - INFO - Epoch [18][1580/3757] lr: 1.000e-02, eta: 6 days, 20:01:54, time: 2.082, data_time: 0.007, memory: 7136, top1_acc: 0.5609, top5_acc: 0.7859, loss_cls: 1.8598, loss: 1.8598, grad_norm: 5.1640 2021-01-29 04:30:11,024 - mmaction - INFO - Epoch [18][1600/3757] lr: 1.000e-02, eta: 6 days, 20:01:06, time: 1.803, data_time: 0.012, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7734, loss_cls: 1.9673, loss: 1.9673, grad_norm: 5.2821 2021-01-29 04:31:00,834 - mmaction - INFO - Epoch [18][1620/3757] lr: 1.000e-02, eta: 6 days, 20:01:26, time: 2.512, data_time: 0.139, memory: 7136, top1_acc: 0.5445, top5_acc: 0.7867, loss_cls: 1.9317, loss: 1.9317, grad_norm: 5.2717 2021-01-29 04:31:52,832 - mmaction - INFO - Epoch [18][1640/3757] lr: 1.000e-02, eta: 6 days, 20:01:51, time: 2.572, data_time: 0.676, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7844, loss_cls: 1.9496, loss: 1.9496, grad_norm: 5.1087 2021-01-29 04:32:40,357 - mmaction - INFO - Epoch [18][1660/3757] lr: 1.000e-02, eta: 6 days, 20:02:01, time: 2.411, data_time: 0.134, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7812, loss_cls: 1.9698, loss: 1.9698, grad_norm: 5.2427 2021-01-29 04:34:10,027 - mmaction - INFO - Epoch [18][1680/3757] lr: 1.000e-02, eta: 6 days, 20:05:27, time: 4.478, data_time: 0.339, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7664, loss_cls: 2.0201, loss: 2.0201, grad_norm: 5.3353 2021-01-29 04:34:47,650 - mmaction - INFO - Epoch [18][1700/3757] lr: 1.000e-02, eta: 6 days, 20:04:45, time: 1.870, data_time: 0.006, memory: 7136, top1_acc: 0.5156, top5_acc: 0.7602, loss_cls: 2.0537, loss: 2.0537, grad_norm: 5.2305 2021-01-29 04:35:17,749 - mmaction - INFO - Epoch [18][1720/3757] lr: 1.000e-02, eta: 6 days, 20:03:30, time: 1.511, data_time: 0.023, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7766, loss_cls: 1.9783, loss: 1.9783, grad_norm: 5.1222 2021-01-29 04:35:53,912 - mmaction - INFO - Epoch [18][1740/3757] lr: 1.000e-02, eta: 6 days, 20:02:43, time: 1.810, data_time: 0.012, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7750, loss_cls: 1.9544, loss: 1.9544, grad_norm: 5.1486 2021-01-29 04:36:35,948 - mmaction - INFO - Epoch [18][1760/3757] lr: 1.000e-02, eta: 6 days, 20:02:24, time: 2.110, data_time: 0.632, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7531, loss_cls: 2.0109, loss: 2.0109, grad_norm: 4.9029 2021-01-29 04:37:57,420 - mmaction - INFO - Epoch [18][1780/3757] lr: 1.000e-02, eta: 6 days, 20:05:10, time: 4.060, data_time: 1.407, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7578, loss_cls: 2.0127, loss: 2.0127, grad_norm: 5.0938 2021-01-29 04:39:47,217 - mmaction - INFO - Epoch [18][1800/3757] lr: 1.000e-02, eta: 6 days, 20:10:11, time: 5.497, data_time: 3.518, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7758, loss_cls: 1.9883, loss: 1.9883, grad_norm: 5.0731 2021-01-29 04:40:30,097 - mmaction - INFO - Epoch [18][1820/3757] lr: 1.000e-02, eta: 6 days, 20:09:53, time: 2.121, data_time: 0.038, memory: 7136, top1_acc: 0.5555, top5_acc: 0.7758, loss_cls: 1.9399, loss: 1.9399, grad_norm: 5.0487 2021-01-29 04:41:16,312 - mmaction - INFO - Epoch [18][1840/3757] lr: 1.000e-02, eta: 6 days, 20:09:56, time: 2.338, data_time: 0.048, memory: 7136, top1_acc: 0.5453, top5_acc: 0.7789, loss_cls: 1.9197, loss: 1.9197, grad_norm: 5.1099 2021-01-29 04:42:08,634 - mmaction - INFO - Epoch [18][1860/3757] lr: 1.000e-02, eta: 6 days, 20:10:24, time: 2.610, data_time: 0.005, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7594, loss_cls: 2.0584, loss: 2.0584, grad_norm: 5.1996 2021-01-29 04:43:09,508 - mmaction - INFO - Epoch [18][1880/3757] lr: 1.000e-02, eta: 6 days, 20:11:32, time: 3.037, data_time: 0.416, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7664, loss_cls: 2.0067, loss: 2.0067, grad_norm: 4.9307 2021-01-29 04:44:04,425 - mmaction - INFO - Epoch [18][1900/3757] lr: 1.000e-02, eta: 6 days, 20:12:15, time: 2.759, data_time: 1.167, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7789, loss_cls: 1.9893, loss: 1.9893, grad_norm: 5.1473 2021-01-29 04:45:06,275 - mmaction - INFO - Epoch [18][1920/3757] lr: 1.000e-02, eta: 6 days, 20:13:28, time: 3.090, data_time: 1.059, memory: 7136, top1_acc: 0.5453, top5_acc: 0.7727, loss_cls: 1.9396, loss: 1.9396, grad_norm: 5.1497 2021-01-29 04:46:31,552 - mmaction - INFO - Epoch [18][1940/3757] lr: 1.000e-02, eta: 6 days, 20:16:31, time: 4.257, data_time: 0.006, memory: 7136, top1_acc: 0.5531, top5_acc: 0.7734, loss_cls: 1.9244, loss: 1.9244, grad_norm: 5.1073 2021-01-29 04:47:13,356 - mmaction - INFO - Epoch [18][1960/3757] lr: 1.000e-02, eta: 6 days, 20:16:10, time: 2.095, data_time: 0.017, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7555, loss_cls: 2.0299, loss: 2.0299, grad_norm: 5.2109 2021-01-29 04:47:43,797 - mmaction - INFO - Epoch [18][1980/3757] lr: 1.000e-02, eta: 6 days, 20:14:56, time: 1.523, data_time: 0.040, memory: 7136, top1_acc: 0.4961, top5_acc: 0.7352, loss_cls: 2.1071, loss: 2.1071, grad_norm: 5.2562 2021-01-29 04:48:47,286 - mmaction - INFO - Epoch [18][2000/3757] lr: 1.000e-02, eta: 6 days, 20:16:17, time: 3.177, data_time: 0.011, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.0376, loss: 2.0376, grad_norm: 5.1383 2021-01-29 04:49:47,121 - mmaction - INFO - Epoch [18][2020/3757] lr: 1.000e-02, eta: 6 days, 20:17:20, time: 2.988, data_time: 0.948, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7852, loss_cls: 2.0028, loss: 2.0028, grad_norm: 5.2564 2021-01-29 04:50:26,102 - mmaction - INFO - Epoch [18][2040/3757] lr: 1.000e-02, eta: 6 days, 20:16:46, time: 1.948, data_time: 0.010, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7711, loss_cls: 2.0079, loss: 2.0079, grad_norm: 5.3257 2021-01-29 04:50:57,780 - mmaction - INFO - Epoch [18][2060/3757] lr: 1.000e-02, eta: 6 days, 20:15:36, time: 1.574, data_time: 0.010, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7742, loss_cls: 2.0191, loss: 2.0191, grad_norm: 5.1629 2021-01-29 04:51:57,583 - mmaction - INFO - Epoch [18][2080/3757] lr: 1.000e-02, eta: 6 days, 20:16:39, time: 2.987, data_time: 0.018, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0716, loss: 2.0716, grad_norm: 5.2671 2021-01-29 04:52:24,311 - mmaction - INFO - Epoch [18][2100/3757] lr: 1.000e-02, eta: 6 days, 20:15:07, time: 1.331, data_time: 0.027, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 1.9499, loss: 1.9499, grad_norm: 5.2037 2021-01-29 04:52:59,417 - mmaction - INFO - Epoch [18][2120/3757] lr: 1.000e-02, eta: 6 days, 20:14:15, time: 1.764, data_time: 0.067, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7617, loss_cls: 2.0182, loss: 2.0182, grad_norm: 5.2812 2021-01-29 04:53:40,166 - mmaction - INFO - Epoch [18][2140/3757] lr: 1.000e-02, eta: 6 days, 20:13:50, time: 2.051, data_time: 0.064, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7695, loss_cls: 1.9716, loss: 1.9716, grad_norm: 5.1669 2021-01-29 04:54:29,143 - mmaction - INFO - Epoch [18][2160/3757] lr: 1.000e-02, eta: 6 days, 20:14:02, time: 2.438, data_time: 0.006, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7797, loss_cls: 1.9753, loss: 1.9753, grad_norm: 5.2563 2021-01-29 04:55:03,904 - mmaction - INFO - Epoch [18][2180/3757] lr: 1.000e-02, eta: 6 days, 20:13:08, time: 1.740, data_time: 0.026, memory: 7136, top1_acc: 0.5477, top5_acc: 0.7719, loss_cls: 1.9714, loss: 1.9714, grad_norm: 5.3014 2021-01-29 04:55:45,583 - mmaction - INFO - Epoch [18][2200/3757] lr: 1.000e-02, eta: 6 days, 20:12:46, time: 2.082, data_time: 0.025, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7664, loss_cls: 1.9906, loss: 1.9906, grad_norm: 5.0502 2021-01-29 04:56:30,064 - mmaction - INFO - Epoch [18][2220/3757] lr: 1.000e-02, eta: 6 days, 20:12:38, time: 2.238, data_time: 0.017, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7578, loss_cls: 2.0729, loss: 2.0729, grad_norm: 5.1557 2021-01-29 04:57:23,659 - mmaction - INFO - Epoch [18][2240/3757] lr: 1.000e-02, eta: 6 days, 20:13:11, time: 2.663, data_time: 0.009, memory: 7136, top1_acc: 0.5547, top5_acc: 0.7883, loss_cls: 1.9202, loss: 1.9202, grad_norm: 5.0088 2021-01-29 04:57:56,268 - mmaction - INFO - Epoch [18][2260/3757] lr: 1.000e-02, eta: 6 days, 20:12:06, time: 1.627, data_time: 0.024, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7680, loss_cls: 2.0074, loss: 2.0074, grad_norm: 5.0718 2021-01-29 04:58:37,871 - mmaction - INFO - Epoch [18][2280/3757] lr: 1.000e-02, eta: 6 days, 20:11:44, time: 2.086, data_time: 0.021, memory: 7136, top1_acc: 0.5477, top5_acc: 0.7758, loss_cls: 1.9739, loss: 1.9739, grad_norm: 5.1266 2021-01-29 04:59:15,910 - mmaction - INFO - Epoch [18][2300/3757] lr: 1.000e-02, eta: 6 days, 20:11:07, time: 1.914, data_time: 0.032, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7570, loss_cls: 2.0066, loss: 2.0066, grad_norm: 5.0995 2021-01-29 05:00:01,023 - mmaction - INFO - Epoch [18][2320/3757] lr: 1.000e-02, eta: 6 days, 20:10:59, time: 2.235, data_time: 0.258, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7625, loss_cls: 2.0099, loss: 2.0099, grad_norm: 5.2106 2021-01-29 05:00:49,506 - mmaction - INFO - Epoch [18][2340/3757] lr: 1.000e-02, eta: 6 days, 20:11:09, time: 2.427, data_time: 0.046, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7664, loss_cls: 1.9861, loss: 1.9861, grad_norm: 5.1124 2021-01-29 05:01:30,062 - mmaction - INFO - Epoch [18][2360/3757] lr: 1.000e-02, eta: 6 days, 20:10:43, time: 2.038, data_time: 0.246, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7680, loss_cls: 2.0648, loss: 2.0648, grad_norm: 5.1151 2021-01-29 05:02:12,529 - mmaction - INFO - Epoch [18][2380/3757] lr: 1.000e-02, eta: 6 days, 20:10:25, time: 2.132, data_time: 0.091, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7680, loss_cls: 2.0317, loss: 2.0317, grad_norm: 5.2340 2021-01-29 05:02:54,255 - mmaction - INFO - Epoch [18][2400/3757] lr: 1.000e-02, eta: 6 days, 20:10:02, time: 2.066, data_time: 0.038, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7578, loss_cls: 2.0134, loss: 2.0134, grad_norm: 5.0990 2021-01-29 05:03:29,059 - mmaction - INFO - Epoch [18][2420/3757] lr: 1.000e-02, eta: 6 days, 20:09:09, time: 1.757, data_time: 0.256, memory: 7136, top1_acc: 0.5641, top5_acc: 0.7719, loss_cls: 1.9023, loss: 1.9023, grad_norm: 5.0977 2021-01-29 05:04:17,568 - mmaction - INFO - Epoch [18][2440/3757] lr: 1.000e-02, eta: 6 days, 20:09:19, time: 2.424, data_time: 0.157, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7562, loss_cls: 2.0661, loss: 2.0661, grad_norm: 5.3068 2021-01-29 05:04:47,080 - mmaction - INFO - Epoch [18][2460/3757] lr: 1.000e-02, eta: 6 days, 20:07:58, time: 1.458, data_time: 0.009, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7617, loss_cls: 2.0043, loss: 2.0043, grad_norm: 5.1327 2021-01-29 05:05:24,712 - mmaction - INFO - Epoch [18][2480/3757] lr: 1.000e-02, eta: 6 days, 20:07:19, time: 1.899, data_time: 0.029, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 2.0067, loss: 2.0067, grad_norm: 5.0025 2021-01-29 05:06:11,058 - mmaction - INFO - Epoch [18][2500/3757] lr: 1.000e-02, eta: 6 days, 20:07:17, time: 2.294, data_time: 0.008, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7789, loss_cls: 1.9978, loss: 1.9978, grad_norm: 5.1548 2021-01-29 05:06:54,331 - mmaction - INFO - Epoch [18][2520/3757] lr: 1.000e-02, eta: 6 days, 20:07:02, time: 2.166, data_time: 0.185, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7570, loss_cls: 2.0739, loss: 2.0739, grad_norm: 5.2245 2021-01-29 05:07:33,471 - mmaction - INFO - Epoch [18][2540/3757] lr: 1.000e-02, eta: 6 days, 20:06:30, time: 1.967, data_time: 0.030, memory: 7136, top1_acc: 0.5469, top5_acc: 0.7680, loss_cls: 1.9666, loss: 1.9666, grad_norm: 4.9056 2021-01-29 05:08:30,549 - mmaction - INFO - Epoch [18][2560/3757] lr: 1.000e-02, eta: 6 days, 20:07:19, time: 2.847, data_time: 0.763, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9683, loss: 1.9683, grad_norm: 5.1391 2021-01-29 05:09:12,931 - mmaction - INFO - Epoch [18][2580/3757] lr: 1.000e-02, eta: 6 days, 20:07:02, time: 2.141, data_time: 0.028, memory: 7136, top1_acc: 0.5531, top5_acc: 0.7641, loss_cls: 1.9349, loss: 1.9349, grad_norm: 4.9027 2021-01-29 05:09:39,172 - mmaction - INFO - Epoch [18][2600/3757] lr: 1.000e-02, eta: 6 days, 20:05:28, time: 1.314, data_time: 0.006, memory: 7136, top1_acc: 0.5414, top5_acc: 0.7797, loss_cls: 1.8881, loss: 1.8881, grad_norm: 5.0966 2021-01-29 05:10:15,317 - mmaction - INFO - Epoch [18][2620/3757] lr: 1.000e-02, eta: 6 days, 20:04:40, time: 1.808, data_time: 0.005, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7602, loss_cls: 2.0336, loss: 2.0336, grad_norm: 5.3236 2021-01-29 05:10:58,692 - mmaction - INFO - Epoch [18][2640/3757] lr: 1.000e-02, eta: 6 days, 20:04:26, time: 2.164, data_time: 0.165, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7641, loss_cls: 2.0091, loss: 2.0091, grad_norm: 5.0347 2021-01-29 05:11:24,876 - mmaction - INFO - Epoch [18][2660/3757] lr: 1.000e-02, eta: 6 days, 20:02:51, time: 1.302, data_time: 0.007, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7633, loss_cls: 2.0183, loss: 2.0183, grad_norm: 5.1680 2021-01-29 05:12:05,319 - mmaction - INFO - Epoch [18][2680/3757] lr: 1.000e-02, eta: 6 days, 20:02:21, time: 1.999, data_time: 0.215, memory: 7136, top1_acc: 0.5484, top5_acc: 0.7836, loss_cls: 1.8722, loss: 1.8722, grad_norm: 5.1361 2021-01-29 05:12:33,983 - mmaction - INFO - Epoch [18][2700/3757] lr: 1.000e-02, eta: 6 days, 20:01:00, time: 1.451, data_time: 0.036, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7547, loss_cls: 2.0723, loss: 2.0723, grad_norm: 5.0780 2021-01-29 05:13:20,461 - mmaction - INFO - Epoch [18][2720/3757] lr: 1.000e-02, eta: 6 days, 20:01:01, time: 2.328, data_time: 0.019, memory: 7136, top1_acc: 0.5156, top5_acc: 0.7523, loss_cls: 2.0697, loss: 2.0697, grad_norm: 5.1797 2021-01-29 05:13:57,749 - mmaction - INFO - Epoch [18][2740/3757] lr: 1.000e-02, eta: 6 days, 20:00:19, time: 1.873, data_time: 0.022, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7547, loss_cls: 2.0326, loss: 2.0326, grad_norm: 5.0489 2021-01-29 05:14:38,535 - mmaction - INFO - Epoch [18][2760/3757] lr: 1.000e-02, eta: 6 days, 19:59:52, time: 2.024, data_time: 0.006, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7812, loss_cls: 1.9637, loss: 1.9637, grad_norm: 5.0879 2021-01-29 05:15:11,743 - mmaction - INFO - Epoch [18][2780/3757] lr: 1.000e-02, eta: 6 days, 19:58:51, time: 1.670, data_time: 0.023, memory: 7136, top1_acc: 0.4961, top5_acc: 0.7430, loss_cls: 2.0528, loss: 2.0528, grad_norm: 5.3600 2021-01-29 05:15:49,744 - mmaction - INFO - Epoch [18][2800/3757] lr: 1.000e-02, eta: 6 days, 19:58:13, time: 1.908, data_time: 0.013, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 1.9951, loss: 1.9951, grad_norm: 5.1257 2021-01-29 05:16:30,193 - mmaction - INFO - Epoch [18][2820/3757] lr: 1.000e-02, eta: 6 days, 19:57:44, time: 2.011, data_time: 0.006, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7609, loss_cls: 1.9790, loss: 1.9790, grad_norm: 4.9953 2021-01-29 05:16:59,524 - mmaction - INFO - Epoch [18][2840/3757] lr: 1.000e-02, eta: 6 days, 19:56:24, time: 1.459, data_time: 0.021, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7625, loss_cls: 1.9598, loss: 1.9598, grad_norm: 5.0027 2021-01-29 05:17:41,495 - mmaction - INFO - Epoch [18][2860/3757] lr: 1.000e-02, eta: 6 days, 19:56:05, time: 2.116, data_time: 0.356, memory: 7136, top1_acc: 0.5445, top5_acc: 0.7703, loss_cls: 1.9811, loss: 1.9811, grad_norm: 5.1399 2021-01-29 05:18:18,802 - mmaction - INFO - Epoch [18][2880/3757] lr: 1.000e-02, eta: 6 days, 19:55:22, time: 1.857, data_time: 0.288, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7594, loss_cls: 2.0200, loss: 2.0200, grad_norm: 5.1524 2021-01-29 05:19:02,209 - mmaction - INFO - Epoch [18][2900/3757] lr: 1.000e-02, eta: 6 days, 19:55:08, time: 2.179, data_time: 0.031, memory: 7136, top1_acc: 0.5437, top5_acc: 0.7859, loss_cls: 1.9203, loss: 1.9203, grad_norm: 5.0617 2021-01-29 05:19:30,351 - mmaction - INFO - Epoch [18][2920/3757] lr: 1.000e-02, eta: 6 days, 19:53:43, time: 1.404, data_time: 0.005, memory: 7136, top1_acc: 0.5437, top5_acc: 0.7680, loss_cls: 1.9377, loss: 1.9377, grad_norm: 5.2046 2021-01-29 05:19:58,882 - mmaction - INFO - Epoch [18][2940/3757] lr: 1.000e-02, eta: 6 days, 19:52:19, time: 1.415, data_time: 0.011, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7719, loss_cls: 1.9247, loss: 1.9247, grad_norm: 5.2289 2021-01-29 05:20:40,061 - mmaction - INFO - Epoch [18][2960/3757] lr: 1.000e-02, eta: 6 days, 19:51:55, time: 2.060, data_time: 0.468, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7734, loss_cls: 1.9421, loss: 1.9421, grad_norm: 5.2199 2021-01-29 05:21:18,288 - mmaction - INFO - Epoch [18][2980/3757] lr: 1.000e-02, eta: 6 days, 19:51:16, time: 1.904, data_time: 0.026, memory: 7136, top1_acc: 0.5234, top5_acc: 0.7664, loss_cls: 1.9566, loss: 1.9566, grad_norm: 5.4279 2021-01-29 05:22:13,726 - mmaction - INFO - Epoch [18][3000/3757] lr: 1.000e-02, eta: 6 days, 19:51:59, time: 2.784, data_time: 0.849, memory: 7136, top1_acc: 0.4922, top5_acc: 0.7547, loss_cls: 2.1760, loss: 2.1760, grad_norm: 5.4228 2021-01-29 05:22:40,107 - mmaction - INFO - Epoch [18][3020/3757] lr: 1.000e-02, eta: 6 days, 19:50:27, time: 1.327, data_time: 0.015, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7828, loss_cls: 1.9575, loss: 1.9575, grad_norm: 5.2169 2021-01-29 05:23:13,007 - mmaction - INFO - Epoch [18][3040/3757] lr: 1.000e-02, eta: 6 days, 19:49:22, time: 1.621, data_time: 0.004, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7898, loss_cls: 1.9607, loss: 1.9607, grad_norm: 5.2757 2021-01-29 05:24:16,327 - mmaction - INFO - Epoch [18][3060/3757] lr: 1.000e-02, eta: 6 days, 19:50:41, time: 3.186, data_time: 0.030, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7664, loss_cls: 1.9810, loss: 1.9810, grad_norm: 5.3296 2021-01-29 05:24:58,429 - mmaction - INFO - Epoch [18][3080/3757] lr: 1.000e-02, eta: 6 days, 19:50:21, time: 2.106, data_time: 0.009, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7766, loss_cls: 2.0130, loss: 2.0130, grad_norm: 5.4632 2021-01-29 05:25:25,725 - mmaction - INFO - Epoch [18][3100/3757] lr: 1.000e-02, eta: 6 days, 19:48:53, time: 1.369, data_time: 0.092, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7633, loss_cls: 2.0489, loss: 2.0489, grad_norm: 5.3116 2021-01-29 05:26:32,089 - mmaction - INFO - Epoch [18][3120/3757] lr: 1.000e-02, eta: 6 days, 19:50:25, time: 3.319, data_time: 0.010, memory: 7136, top1_acc: 0.5523, top5_acc: 0.7844, loss_cls: 1.8859, loss: 1.8859, grad_norm: 5.0455 2021-01-29 05:27:14,290 - mmaction - INFO - Epoch [18][3140/3757] lr: 1.000e-02, eta: 6 days, 19:50:04, time: 2.097, data_time: 0.093, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7750, loss_cls: 1.9635, loss: 1.9635, grad_norm: 5.1081 2021-01-29 05:28:07,850 - mmaction - INFO - Epoch [18][3160/3757] lr: 1.000e-02, eta: 6 days, 19:50:37, time: 2.683, data_time: 0.016, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7766, loss_cls: 1.9261, loss: 1.9261, grad_norm: 5.1900 2021-01-29 05:29:10,159 - mmaction - INFO - Epoch [18][3180/3757] lr: 1.000e-02, eta: 6 days, 19:51:50, time: 3.123, data_time: 0.182, memory: 7136, top1_acc: 0.5508, top5_acc: 0.7766, loss_cls: 1.9344, loss: 1.9344, grad_norm: 5.2643 2021-01-29 05:29:55,315 - mmaction - INFO - Epoch [18][3200/3757] lr: 1.000e-02, eta: 6 days, 19:51:42, time: 2.244, data_time: 0.005, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7664, loss_cls: 1.9546, loss: 1.9546, grad_norm: 5.1000 2021-01-29 05:30:27,919 - mmaction - INFO - Epoch [18][3220/3757] lr: 1.000e-02, eta: 6 days, 19:50:39, time: 1.642, data_time: 0.016, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7633, loss_cls: 2.0030, loss: 2.0030, grad_norm: 5.1272 2021-01-29 05:31:11,310 - mmaction - INFO - Epoch [18][3240/3757] lr: 1.000e-02, eta: 6 days, 19:50:25, time: 2.167, data_time: 0.014, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7680, loss_cls: 1.9817, loss: 1.9817, grad_norm: 4.9913 2021-01-29 05:32:13,913 - mmaction - INFO - Epoch [18][3260/3757] lr: 1.000e-02, eta: 6 days, 19:51:39, time: 3.132, data_time: 0.654, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7664, loss_cls: 2.0479, loss: 2.0479, grad_norm: 5.2539 2021-01-29 05:32:57,077 - mmaction - INFO - Epoch [18][3280/3757] lr: 1.000e-02, eta: 6 days, 19:51:23, time: 2.155, data_time: 0.007, memory: 7136, top1_acc: 0.5516, top5_acc: 0.7633, loss_cls: 1.9561, loss: 1.9561, grad_norm: 4.9201 2021-01-29 05:33:52,523 - mmaction - INFO - Epoch [18][3300/3757] lr: 1.000e-02, eta: 6 days, 19:52:04, time: 2.777, data_time: 1.004, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7648, loss_cls: 2.0035, loss: 2.0035, grad_norm: 4.9940 2021-01-29 05:34:23,321 - mmaction - INFO - Epoch [18][3320/3757] lr: 1.000e-02, eta: 6 days, 19:50:51, time: 1.535, data_time: 0.003, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7492, loss_cls: 2.1022, loss: 2.1022, grad_norm: 5.0516 2021-01-29 05:35:19,553 - mmaction - INFO - Epoch [18][3340/3757] lr: 1.000e-02, eta: 6 days, 19:51:34, time: 2.796, data_time: 0.022, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7578, loss_cls: 2.0500, loss: 2.0500, grad_norm: 5.0488 2021-01-29 05:36:29,713 - mmaction - INFO - Epoch [18][3360/3757] lr: 1.000e-02, eta: 6 days, 19:53:24, time: 3.523, data_time: 0.029, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7672, loss_cls: 2.0504, loss: 2.0504, grad_norm: 5.0467 2021-01-29 05:37:30,206 - mmaction - INFO - Epoch [18][3380/3757] lr: 1.000e-02, eta: 6 days, 19:54:27, time: 3.025, data_time: 0.307, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7289, loss_cls: 2.1440, loss: 2.1440, grad_norm: 5.1310 2021-01-29 05:38:23,324 - mmaction - INFO - Epoch [18][3400/3757] lr: 1.000e-02, eta: 6 days, 19:54:57, time: 2.650, data_time: 0.011, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7711, loss_cls: 2.0188, loss: 2.0188, grad_norm: 5.1492 2021-01-29 05:39:29,769 - mmaction - INFO - Epoch [18][3420/3757] lr: 1.000e-02, eta: 6 days, 19:56:29, time: 3.336, data_time: 0.020, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7641, loss_cls: 1.9812, loss: 1.9812, grad_norm: 5.0950 2021-01-29 05:40:22,666 - mmaction - INFO - Epoch [18][3440/3757] lr: 1.000e-02, eta: 6 days, 19:56:54, time: 2.611, data_time: 0.014, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7562, loss_cls: 2.0774, loss: 2.0774, grad_norm: 5.2656 2021-01-29 05:41:07,185 - mmaction - INFO - Epoch [18][3460/3757] lr: 1.000e-02, eta: 6 days, 19:56:48, time: 2.258, data_time: 0.036, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7734, loss_cls: 1.9723, loss: 1.9723, grad_norm: 5.2650 2021-01-29 05:41:37,016 - mmaction - INFO - Epoch [18][3480/3757] lr: 1.000e-02, eta: 6 days, 19:55:30, time: 1.488, data_time: 0.004, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7680, loss_cls: 2.0496, loss: 2.0496, grad_norm: 5.0086 2021-01-29 05:42:27,410 - mmaction - INFO - Epoch [18][3500/3757] lr: 1.000e-02, eta: 6 days, 19:55:48, time: 2.520, data_time: 0.461, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7781, loss_cls: 1.9673, loss: 1.9673, grad_norm: 5.1606 2021-01-29 05:43:04,660 - mmaction - INFO - Epoch [18][3520/3757] lr: 1.000e-02, eta: 6 days, 19:55:05, time: 1.867, data_time: 0.009, memory: 7136, top1_acc: 0.5047, top5_acc: 0.7617, loss_cls: 2.0506, loss: 2.0506, grad_norm: 5.3593 2021-01-29 05:44:06,493 - mmaction - INFO - Epoch [18][3540/3757] lr: 1.000e-02, eta: 6 days, 19:56:14, time: 3.083, data_time: 0.411, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7617, loss_cls: 1.9781, loss: 1.9781, grad_norm: 4.9342 2021-01-29 05:45:01,003 - mmaction - INFO - Epoch [18][3560/3757] lr: 1.000e-02, eta: 6 days, 19:56:49, time: 2.720, data_time: 0.011, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7812, loss_cls: 1.9679, loss: 1.9679, grad_norm: 5.0432 2021-01-29 05:46:12,981 - mmaction - INFO - Epoch [18][3580/3757] lr: 1.000e-02, eta: 6 days, 19:58:44, time: 3.592, data_time: 0.431, memory: 7136, top1_acc: 0.5336, top5_acc: 0.7656, loss_cls: 1.9587, loss: 1.9587, grad_norm: 4.9470 2021-01-29 05:47:08,855 - mmaction - INFO - Epoch [18][3600/3757] lr: 1.000e-02, eta: 6 days, 19:59:28, time: 2.815, data_time: 0.029, memory: 7136, top1_acc: 0.5125, top5_acc: 0.7523, loss_cls: 2.1026, loss: 2.1026, grad_norm: 5.1789 2021-01-29 05:48:11,001 - mmaction - INFO - Epoch [18][3620/3757] lr: 1.000e-02, eta: 6 days, 20:00:37, time: 3.093, data_time: 0.195, memory: 7136, top1_acc: 0.5375, top5_acc: 0.7734, loss_cls: 1.9416, loss: 1.9416, grad_norm: 4.9868 2021-01-29 05:49:25,410 - mmaction - INFO - Epoch [18][3640/3757] lr: 1.000e-02, eta: 6 days, 20:02:45, time: 3.731, data_time: 0.019, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7484, loss_cls: 2.0668, loss: 2.0668, grad_norm: 5.3968 2021-01-29 05:50:07,564 - mmaction - INFO - Epoch [18][3660/3757] lr: 1.000e-02, eta: 6 days, 20:02:24, time: 2.112, data_time: 0.125, memory: 7136, top1_acc: 0.5156, top5_acc: 0.7695, loss_cls: 2.0613, loss: 2.0613, grad_norm: 5.2711 2021-01-29 05:50:51,291 - mmaction - INFO - Epoch [18][3680/3757] lr: 1.000e-02, eta: 6 days, 20:02:10, time: 2.181, data_time: 0.015, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7891, loss_cls: 1.9291, loss: 1.9291, grad_norm: 5.2598 2021-01-29 05:51:58,844 - mmaction - INFO - Epoch [18][3700/3757] lr: 1.000e-02, eta: 6 days, 20:03:44, time: 3.369, data_time: 0.287, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7539, loss_cls: 2.0003, loss: 2.0003, grad_norm: 5.0696 2021-01-29 05:52:53,586 - mmaction - INFO - Epoch [18][3720/3757] lr: 1.000e-02, eta: 6 days, 20:04:20, time: 2.735, data_time: 0.516, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7633, loss_cls: 2.0098, loss: 2.0098, grad_norm: 5.0743 2021-01-29 05:53:57,162 - mmaction - INFO - Epoch [18][3740/3757] lr: 1.000e-02, eta: 6 days, 20:05:38, time: 3.183, data_time: 0.597, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7766, loss_cls: 1.9506, loss: 1.9506, grad_norm: 4.9873 2021-01-29 05:54:32,951 - mmaction - INFO - Saving checkpoint at 18 epochs 2021-01-29 08:47:10,188 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-29 08:47:50,009 - mmaction - INFO - top1_acc 0.6304 top5_acc 0.8527 2021-01-29 08:47:50,010 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-29 08:47:50,083 - mmaction - INFO - mean_acc 0.6303 2021-01-29 08:47:50,084 - mmaction - INFO - Now best checkpoint is epoch_18.pth 2021-01-29 08:47:50,160 - mmaction - INFO - Epoch(val) [18][3757] top1_acc: 0.6304, top5_acc: 0.8527, mean_class_accuracy: 0.6303 2021-01-29 08:50:51,998 - mmaction - INFO - Epoch [19][20/3757] lr: 1.000e-02, eta: 6 days, 20:12:48, time: 9.054, data_time: 6.711, memory: 7136, top1_acc: 0.5578, top5_acc: 0.7789, loss_cls: 1.8992, loss: 1.8992, grad_norm: 5.0062 2021-01-29 08:51:31,026 - mmaction - INFO - Epoch [19][40/3757] lr: 1.000e-02, eta: 6 days, 20:12:14, time: 1.970, data_time: 0.035, memory: 7136, top1_acc: 0.5586, top5_acc: 0.7875, loss_cls: 1.8570, loss: 1.8570, grad_norm: 4.9436 2021-01-29 08:51:55,683 - mmaction - INFO - Epoch [19][60/3757] lr: 1.000e-02, eta: 6 days, 20:10:33, time: 1.224, data_time: 0.013, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7781, loss_cls: 1.9395, loss: 1.9395, grad_norm: 5.1241 2021-01-29 08:52:20,561 - mmaction - INFO - Epoch [19][80/3757] lr: 1.000e-02, eta: 6 days, 20:08:54, time: 1.251, data_time: 0.019, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7797, loss_cls: 1.9542, loss: 1.9542, grad_norm: 5.1262 2021-01-29 08:52:49,054 - mmaction - INFO - Epoch [19][100/3757] lr: 1.000e-02, eta: 6 days, 20:07:31, time: 1.428, data_time: 0.012, memory: 7136, top1_acc: 0.5414, top5_acc: 0.7734, loss_cls: 1.9260, loss: 1.9260, grad_norm: 5.0914 2021-01-29 08:53:22,980 - mmaction - INFO - Epoch [19][120/3757] lr: 1.000e-02, eta: 6 days, 20:06:32, time: 1.697, data_time: 0.008, memory: 7136, top1_acc: 0.5398, top5_acc: 0.7812, loss_cls: 1.8884, loss: 1.8884, grad_norm: 5.1052 2021-01-29 08:53:51,947 - mmaction - INFO - Epoch [19][140/3757] lr: 1.000e-02, eta: 6 days, 20:05:09, time: 1.429, data_time: 0.013, memory: 7136, top1_acc: 0.5477, top5_acc: 0.7852, loss_cls: 1.8795, loss: 1.8795, grad_norm: 5.3102 2021-01-29 08:54:22,924 - mmaction - INFO - Epoch [19][160/3757] lr: 1.000e-02, eta: 6 days, 20:03:59, time: 1.569, data_time: 0.026, memory: 7136, top1_acc: 0.5461, top5_acc: 0.7922, loss_cls: 1.8816, loss: 1.8816, grad_norm: 5.1509 2021-01-29 08:54:52,377 - mmaction - INFO - Epoch [19][180/3757] lr: 1.000e-02, eta: 6 days, 20:02:41, time: 1.476, data_time: 0.006, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7930, loss_cls: 1.9095, loss: 1.9095, grad_norm: 5.0976 2021-01-29 08:55:24,290 - mmaction - INFO - Epoch [19][200/3757] lr: 1.000e-02, eta: 6 days, 20:01:33, time: 1.591, data_time: 0.004, memory: 7136, top1_acc: 0.5609, top5_acc: 0.7867, loss_cls: 1.9014, loss: 1.9014, grad_norm: 5.0838 2021-01-29 08:55:59,263 - mmaction - INFO - Epoch [19][220/3757] lr: 1.000e-02, eta: 6 days, 20:00:39, time: 1.751, data_time: 0.012, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7680, loss_cls: 2.0532, loss: 2.0532, grad_norm: 5.2764 2021-01-29 08:56:28,085 - mmaction - INFO - Epoch [19][240/3757] lr: 1.000e-02, eta: 6 days, 19:59:17, time: 1.435, data_time: 0.009, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7836, loss_cls: 1.9839, loss: 1.9839, grad_norm: 5.1879 2021-01-29 08:57:00,477 - mmaction - INFO - Epoch [19][260/3757] lr: 1.000e-02, eta: 6 days, 19:58:11, time: 1.615, data_time: 0.017, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7680, loss_cls: 1.9938, loss: 1.9938, grad_norm: 5.1990 2021-01-29 08:57:30,905 - mmaction - INFO - Epoch [19][280/3757] lr: 1.000e-02, eta: 6 days, 19:56:57, time: 1.528, data_time: 0.020, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7617, loss_cls: 1.9758, loss: 1.9758, grad_norm: 5.1976 2021-01-29 08:57:57,214 - mmaction - INFO - Epoch [19][300/3757] lr: 1.000e-02, eta: 6 days, 19:55:23, time: 1.296, data_time: 0.010, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7578, loss_cls: 2.0236, loss: 2.0236, grad_norm: 5.1966 2021-01-29 08:58:27,031 - mmaction - INFO - Epoch [19][320/3757] lr: 1.000e-02, eta: 6 days, 19:54:06, time: 1.495, data_time: 0.029, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7703, loss_cls: 2.0096, loss: 2.0096, grad_norm: 5.1679 2021-01-29 08:58:57,545 - mmaction - INFO - Epoch [19][340/3757] lr: 1.000e-02, eta: 6 days, 19:52:52, time: 1.523, data_time: 0.030, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7758, loss_cls: 1.9173, loss: 1.9173, grad_norm: 5.1440 2021-01-29 08:59:35,375 - mmaction - INFO - Epoch [19][360/3757] lr: 1.000e-02, eta: 6 days, 19:52:12, time: 1.896, data_time: 0.029, memory: 7136, top1_acc: 0.5031, top5_acc: 0.7578, loss_cls: 2.0539, loss: 2.0539, grad_norm: 5.2927 2021-01-29 09:00:09,997 - mmaction - INFO - Epoch [19][380/3757] lr: 1.000e-02, eta: 6 days, 19:51:16, time: 1.729, data_time: 0.022, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7711, loss_cls: 1.9970, loss: 1.9970, grad_norm: 4.9531 2021-01-29 09:00:46,730 - mmaction - INFO - Epoch [19][400/3757] lr: 1.000e-02, eta: 6 days, 19:50:32, time: 1.847, data_time: 0.025, memory: 7136, top1_acc: 0.5703, top5_acc: 0.7688, loss_cls: 1.9069, loss: 1.9069, grad_norm: 5.0454 2021-01-29 09:01:16,226 - mmaction - INFO - Epoch [19][420/3757] lr: 1.000e-02, eta: 6 days, 19:49:14, time: 1.480, data_time: 0.018, memory: 7136, top1_acc: 0.5430, top5_acc: 0.7844, loss_cls: 1.9082, loss: 1.9082, grad_norm: 5.1736 2021-01-29 09:01:50,728 - mmaction - INFO - Epoch [19][440/3757] lr: 1.000e-02, eta: 6 days, 19:48:19, time: 1.733, data_time: 0.010, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7719, loss_cls: 1.9858, loss: 1.9858, grad_norm: 5.1648 2021-01-29 09:02:26,360 - mmaction - INFO - Epoch [19][460/3757] lr: 1.000e-02, eta: 6 days, 19:47:26, time: 1.761, data_time: 0.002, memory: 7136, top1_acc: 0.5563, top5_acc: 0.7828, loss_cls: 1.8711, loss: 1.8711, grad_norm: 4.8709 2021-01-29 09:03:00,261 - mmaction - INFO - Epoch [19][480/3757] lr: 1.000e-02, eta: 6 days, 19:46:29, time: 1.711, data_time: 0.023, memory: 7136, top1_acc: 0.5539, top5_acc: 0.7836, loss_cls: 1.9158, loss: 1.9158, grad_norm: 5.1423 2021-01-29 09:03:31,073 - mmaction - INFO - Epoch [19][500/3757] lr: 1.000e-02, eta: 6 days, 19:45:16, time: 1.533, data_time: 0.008, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7734, loss_cls: 2.0069, loss: 2.0069, grad_norm: 5.2327 2021-01-29 09:03:58,740 - mmaction - INFO - Epoch [19][520/3757] lr: 1.000e-02, eta: 6 days, 19:43:50, time: 1.382, data_time: 0.014, memory: 7136, top1_acc: 0.5578, top5_acc: 0.7766, loss_cls: 1.9184, loss: 1.9184, grad_norm: 5.0307 2021-01-29 09:04:26,782 - mmaction - INFO - Epoch [19][540/3757] lr: 1.000e-02, eta: 6 days, 19:42:26, time: 1.412, data_time: 0.017, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7586, loss_cls: 2.0075, loss: 2.0075, grad_norm: 5.1478 2021-01-29 09:05:03,512 - mmaction - INFO - Epoch [19][560/3757] lr: 1.000e-02, eta: 6 days, 19:41:39, time: 1.815, data_time: 0.012, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7539, loss_cls: 2.0630, loss: 2.0630, grad_norm: 5.3257 2021-01-29 09:05:32,228 - mmaction - INFO - Epoch [19][580/3757] lr: 1.000e-02, eta: 6 days, 19:40:19, time: 1.454, data_time: 0.028, memory: 7136, top1_acc: 0.5523, top5_acc: 0.7789, loss_cls: 1.8977, loss: 1.8977, grad_norm: 4.9611 2021-01-29 09:05:59,394 - mmaction - INFO - Epoch [19][600/3757] lr: 1.000e-02, eta: 6 days, 19:38:50, time: 1.358, data_time: 0.012, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7641, loss_cls: 2.0291, loss: 2.0291, grad_norm: 5.1977 2021-01-29 09:06:25,615 - mmaction - INFO - Epoch [19][620/3757] lr: 1.000e-02, eta: 6 days, 19:37:17, time: 1.308, data_time: 0.010, memory: 7136, top1_acc: 0.5453, top5_acc: 0.7812, loss_cls: 1.8922, loss: 1.8922, grad_norm: 5.1494 2021-01-29 09:06:56,025 - mmaction - INFO - Epoch [19][640/3757] lr: 1.000e-02, eta: 6 days, 19:36:04, time: 1.531, data_time: 0.012, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7758, loss_cls: 1.9700, loss: 1.9700, grad_norm: 5.2911 2021-01-29 09:07:26,348 - mmaction - INFO - Epoch [19][660/3757] lr: 1.000e-02, eta: 6 days, 19:34:49, time: 1.507, data_time: 0.007, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7539, loss_cls: 1.9572, loss: 1.9572, grad_norm: 5.1454 2021-01-29 09:07:56,775 - mmaction - INFO - Epoch [19][680/3757] lr: 1.000e-02, eta: 6 days, 19:33:35, time: 1.528, data_time: 0.011, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7734, loss_cls: 1.9612, loss: 1.9612, grad_norm: 5.0942 2021-01-29 09:08:31,223 - mmaction - INFO - Epoch [19][700/3757] lr: 1.000e-02, eta: 6 days, 19:32:40, time: 1.726, data_time: 0.007, memory: 7136, top1_acc: 0.5594, top5_acc: 0.7742, loss_cls: 1.9447, loss: 1.9447, grad_norm: 5.0190 2021-01-29 09:08:53,257 - mmaction - INFO - Epoch [19][720/3757] lr: 1.000e-02, eta: 6 days, 19:30:48, time: 1.094, data_time: 0.007, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7672, loss_cls: 2.0255, loss: 2.0255, grad_norm: 5.1883 2021-01-29 09:09:18,968 - mmaction - INFO - Epoch [19][740/3757] lr: 1.000e-02, eta: 6 days, 19:29:13, time: 1.286, data_time: 0.022, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7844, loss_cls: 1.9862, loss: 1.9862, grad_norm: 5.2504 2021-01-29 09:09:49,119 - mmaction - INFO - Epoch [19][760/3757] lr: 1.000e-02, eta: 6 days, 19:27:58, time: 1.505, data_time: 0.011, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 1.9742, loss: 1.9742, grad_norm: 5.2670 2021-01-29 09:10:22,754 - mmaction - INFO - Epoch [19][780/3757] lr: 1.000e-02, eta: 6 days, 19:26:58, time: 1.679, data_time: 0.012, memory: 7136, top1_acc: 0.5437, top5_acc: 0.7766, loss_cls: 1.8935, loss: 1.8935, grad_norm: 5.2152 2021-01-29 09:10:55,811 - mmaction - INFO - Epoch [19][800/3757] lr: 1.000e-02, eta: 6 days, 19:25:57, time: 1.660, data_time: 0.014, memory: 7136, top1_acc: 0.5453, top5_acc: 0.7586, loss_cls: 2.0032, loss: 2.0032, grad_norm: 5.1966 2021-01-29 09:11:22,031 - mmaction - INFO - Epoch [19][820/3757] lr: 1.000e-02, eta: 6 days, 19:24:25, time: 1.315, data_time: 0.006, memory: 7136, top1_acc: 0.5461, top5_acc: 0.7836, loss_cls: 1.9549, loss: 1.9549, grad_norm: 5.1334 2021-01-29 09:11:50,742 - mmaction - INFO - Epoch [19][840/3757] lr: 1.000e-02, eta: 6 days, 19:23:03, time: 1.424, data_time: 0.006, memory: 7136, top1_acc: 0.5430, top5_acc: 0.7617, loss_cls: 1.9420, loss: 1.9420, grad_norm: 5.0667 2021-01-29 09:12:24,695 - mmaction - INFO - Epoch [19][860/3757] lr: 1.000e-02, eta: 6 days, 19:22:04, time: 1.683, data_time: 0.028, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7641, loss_cls: 1.9854, loss: 1.9854, grad_norm: 5.1050 2021-01-29 09:12:52,750 - mmaction - INFO - Epoch [19][880/3757] lr: 1.000e-02, eta: 6 days, 19:20:41, time: 1.418, data_time: 0.029, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7719, loss_cls: 1.9917, loss: 1.9917, grad_norm: 5.1086 2021-01-29 09:13:28,925 - mmaction - INFO - Epoch [19][900/3757] lr: 1.000e-02, eta: 6 days, 19:19:54, time: 1.817, data_time: 0.020, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7766, loss_cls: 1.9335, loss: 1.9335, grad_norm: 5.0556 2021-01-29 09:14:02,319 - mmaction - INFO - Epoch [19][920/3757] lr: 1.000e-02, eta: 6 days, 19:18:54, time: 1.669, data_time: 0.014, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7719, loss_cls: 1.9995, loss: 1.9995, grad_norm: 5.1662 2021-01-29 09:14:28,670 - mmaction - INFO - Epoch [19][940/3757] lr: 1.000e-02, eta: 6 days, 19:17:21, time: 1.308, data_time: 0.005, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7758, loss_cls: 1.9267, loss: 1.9267, grad_norm: 5.2069 2021-01-29 09:15:00,720 - mmaction - INFO - Epoch [19][960/3757] lr: 1.000e-02, eta: 6 days, 19:16:16, time: 1.612, data_time: 0.016, memory: 7136, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.8897, loss: 1.8897, grad_norm: 5.0230 2021-01-29 09:15:34,356 - mmaction - INFO - Epoch [19][980/3757] lr: 1.000e-02, eta: 6 days, 19:15:15, time: 1.662, data_time: 0.027, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7672, loss_cls: 2.0097, loss: 2.0097, grad_norm: 5.0759 2021-01-29 09:16:13,057 - mmaction - INFO - Epoch [19][1000/3757] lr: 1.000e-02, eta: 6 days, 19:14:40, time: 1.955, data_time: 0.232, memory: 7136, top1_acc: 0.5523, top5_acc: 0.7727, loss_cls: 1.9638, loss: 1.9638, grad_norm: 5.2169 2021-01-29 09:16:50,094 - mmaction - INFO - Epoch [19][1020/3757] lr: 1.000e-02, eta: 6 days, 19:13:53, time: 1.812, data_time: 0.009, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7617, loss_cls: 2.0306, loss: 2.0306, grad_norm: 5.3130 2021-01-29 09:17:22,985 - mmaction - INFO - Epoch [19][1040/3757] lr: 1.000e-02, eta: 6 days, 19:12:52, time: 1.662, data_time: 0.048, memory: 7136, top1_acc: 0.5508, top5_acc: 0.7867, loss_cls: 1.8722, loss: 1.8722, grad_norm: 4.9467 2021-01-29 09:17:59,586 - mmaction - INFO - Epoch [19][1060/3757] lr: 1.000e-02, eta: 6 days, 19:12:06, time: 1.829, data_time: 0.314, memory: 7136, top1_acc: 0.5453, top5_acc: 0.7625, loss_cls: 1.9837, loss: 1.9837, grad_norm: 5.2165 2021-01-29 09:18:41,082 - mmaction - INFO - Epoch [19][1080/3757] lr: 1.000e-02, eta: 6 days, 19:11:44, time: 2.092, data_time: 0.029, memory: 7136, top1_acc: 0.5469, top5_acc: 0.7828, loss_cls: 1.8926, loss: 1.8926, grad_norm: 5.1646 2021-01-29 09:19:35,277 - mmaction - INFO - Epoch [19][1100/3757] lr: 1.000e-02, eta: 6 days, 19:12:15, time: 2.691, data_time: 0.103, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0043, loss: 2.0043, grad_norm: 5.1244 2021-01-29 09:20:05,813 - mmaction - INFO - Epoch [19][1120/3757] lr: 1.000e-02, eta: 6 days, 19:11:03, time: 1.535, data_time: 0.030, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7719, loss_cls: 1.9657, loss: 1.9657, grad_norm: 5.0064 2021-01-29 09:20:51,313 - mmaction - INFO - Epoch [19][1140/3757] lr: 1.000e-02, eta: 6 days, 19:10:58, time: 2.285, data_time: 0.028, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9798, loss: 1.9798, grad_norm: 5.0225 2021-01-29 09:21:34,546 - mmaction - INFO - Epoch [19][1160/3757] lr: 1.000e-02, eta: 6 days, 19:10:41, time: 2.152, data_time: 0.012, memory: 7136, top1_acc: 0.5523, top5_acc: 0.7937, loss_cls: 1.8503, loss: 1.8503, grad_norm: 5.0304 2021-01-29 09:22:00,185 - mmaction - INFO - Epoch [19][1180/3757] lr: 1.000e-02, eta: 6 days, 19:09:07, time: 1.291, data_time: 0.018, memory: 7136, top1_acc: 0.5336, top5_acc: 0.7672, loss_cls: 1.9930, loss: 1.9930, grad_norm: 5.2780 2021-01-29 09:22:31,832 - mmaction - INFO - Epoch [19][1200/3757] lr: 1.000e-02, eta: 6 days, 19:07:58, time: 1.567, data_time: 0.048, memory: 7136, top1_acc: 0.5492, top5_acc: 0.7734, loss_cls: 1.9361, loss: 1.9361, grad_norm: 5.2253 2021-01-29 09:23:30,604 - mmaction - INFO - Epoch [19][1220/3757] lr: 1.000e-02, eta: 6 days, 19:08:52, time: 2.948, data_time: 0.029, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7719, loss_cls: 2.0020, loss: 2.0020, grad_norm: 5.0783 2021-01-29 09:24:17,158 - mmaction - INFO - Epoch [19][1240/3757] lr: 1.000e-02, eta: 6 days, 19:08:51, time: 2.339, data_time: 0.016, memory: 7136, top1_acc: 0.5531, top5_acc: 0.7742, loss_cls: 1.9457, loss: 1.9457, grad_norm: 5.1131 2021-01-29 09:25:08,649 - mmaction - INFO - Epoch [19][1260/3757] lr: 1.000e-02, eta: 6 days, 19:09:12, time: 2.570, data_time: 0.007, memory: 7136, top1_acc: 0.5109, top5_acc: 0.7555, loss_cls: 2.0812, loss: 2.0812, grad_norm: 5.2883 2021-01-29 09:25:49,815 - mmaction - INFO - Epoch [19][1280/3757] lr: 1.000e-02, eta: 6 days, 19:08:45, time: 2.048, data_time: 0.018, memory: 7136, top1_acc: 0.5492, top5_acc: 0.7852, loss_cls: 1.9132, loss: 1.9132, grad_norm: 5.0040 2021-01-29 09:26:40,790 - mmaction - INFO - Epoch [19][1300/3757] lr: 1.000e-02, eta: 6 days, 19:09:04, time: 2.560, data_time: 0.287, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7602, loss_cls: 2.0095, loss: 2.0095, grad_norm: 5.2699 2021-01-29 09:27:47,018 - mmaction - INFO - Epoch [19][1320/3757] lr: 1.000e-02, eta: 6 days, 19:10:31, time: 3.315, data_time: 1.024, memory: 7136, top1_acc: 0.5469, top5_acc: 0.7898, loss_cls: 1.8601, loss: 1.8601, grad_norm: 5.0526 2021-01-29 09:28:17,128 - mmaction - INFO - Epoch [19][1340/3757] lr: 1.000e-02, eta: 6 days, 19:09:16, time: 1.500, data_time: 0.008, memory: 7136, top1_acc: 0.5547, top5_acc: 0.7844, loss_cls: 1.8838, loss: 1.8838, grad_norm: 5.0748 2021-01-29 09:30:06,053 - mmaction - INFO - Epoch [19][1360/3757] lr: 1.000e-02, eta: 6 days, 19:13:52, time: 5.451, data_time: 0.009, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7703, loss_cls: 1.9808, loss: 1.9808, grad_norm: 5.2802 2021-01-29 09:30:55,241 - mmaction - INFO - Epoch [19][1380/3757] lr: 1.000e-02, eta: 6 days, 19:14:02, time: 2.458, data_time: 0.538, memory: 7136, top1_acc: 0.5578, top5_acc: 0.7758, loss_cls: 1.9126, loss: 1.9126, grad_norm: 5.2508 2021-01-29 09:31:33,013 - mmaction - INFO - Epoch [19][1400/3757] lr: 1.000e-02, eta: 6 days, 19:13:21, time: 1.891, data_time: 0.018, memory: 7136, top1_acc: 0.5398, top5_acc: 0.7828, loss_cls: 1.9767, loss: 1.9767, grad_norm: 5.2577 2021-01-29 09:32:26,727 - mmaction - INFO - Epoch [19][1420/3757] lr: 1.000e-02, eta: 6 days, 19:13:50, time: 2.673, data_time: 0.006, memory: 7136, top1_acc: 0.5375, top5_acc: 0.7672, loss_cls: 2.0032, loss: 2.0032, grad_norm: 5.1909 2021-01-29 09:33:06,750 - mmaction - INFO - Epoch [19][1440/3757] lr: 1.000e-02, eta: 6 days, 19:13:20, time: 2.007, data_time: 0.029, memory: 7136, top1_acc: 0.5336, top5_acc: 0.7508, loss_cls: 2.0441, loss: 2.0441, grad_norm: 5.1543 2021-01-29 09:33:40,068 - mmaction - INFO - Epoch [19][1460/3757] lr: 1.000e-02, eta: 6 days, 19:12:20, time: 1.671, data_time: 0.173, memory: 7136, top1_acc: 0.5430, top5_acc: 0.7633, loss_cls: 1.9491, loss: 1.9491, grad_norm: 5.0770 2021-01-29 09:34:29,678 - mmaction - INFO - Epoch [19][1480/3757] lr: 1.000e-02, eta: 6 days, 19:12:31, time: 2.479, data_time: 0.006, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7602, loss_cls: 2.0142, loss: 2.0142, grad_norm: 5.2420 2021-01-29 09:36:01,234 - mmaction - INFO - Epoch [19][1500/3757] lr: 1.000e-02, eta: 6 days, 19:15:48, time: 4.568, data_time: 0.007, memory: 7136, top1_acc: 0.5430, top5_acc: 0.7836, loss_cls: 1.9446, loss: 1.9446, grad_norm: 5.0919 2021-01-29 09:36:49,995 - mmaction - INFO - Epoch [19][1520/3757] lr: 1.000e-02, eta: 6 days, 19:15:56, time: 2.434, data_time: 0.019, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7742, loss_cls: 2.0436, loss: 2.0436, grad_norm: 5.1681 2021-01-29 09:37:40,344 - mmaction - INFO - Epoch [19][1540/3757] lr: 1.000e-02, eta: 6 days, 19:16:10, time: 2.516, data_time: 0.548, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7422, loss_cls: 2.1145, loss: 2.1145, grad_norm: 5.1797 2021-01-29 09:38:24,152 - mmaction - INFO - Epoch [19][1560/3757] lr: 1.000e-02, eta: 6 days, 19:15:57, time: 2.201, data_time: 0.127, memory: 7136, top1_acc: 0.5648, top5_acc: 0.7914, loss_cls: 1.8730, loss: 1.8730, grad_norm: 4.9531 2021-01-29 09:39:15,373 - mmaction - INFO - Epoch [19][1580/3757] lr: 1.000e-02, eta: 6 days, 19:16:16, time: 2.568, data_time: 0.095, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7805, loss_cls: 1.9525, loss: 1.9525, grad_norm: 5.2761 2021-01-29 09:40:03,855 - mmaction - INFO - Epoch [19][1600/3757] lr: 1.000e-02, eta: 6 days, 19:16:23, time: 2.425, data_time: 0.006, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7695, loss_cls: 2.0086, loss: 2.0086, grad_norm: 5.1627 2021-01-29 09:40:45,804 - mmaction - INFO - Epoch [19][1620/3757] lr: 1.000e-02, eta: 6 days, 19:15:57, time: 2.058, data_time: 0.068, memory: 7136, top1_acc: 0.5461, top5_acc: 0.7758, loss_cls: 1.9134, loss: 1.9134, grad_norm: 5.1674 2021-01-29 09:41:20,193 - mmaction - INFO - Epoch [19][1640/3757] lr: 1.000e-02, eta: 6 days, 19:15:04, time: 1.759, data_time: 0.042, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7695, loss_cls: 1.9984, loss: 1.9984, grad_norm: 5.1454 2021-01-29 09:42:00,916 - mmaction - INFO - Epoch [19][1660/3757] lr: 1.000e-02, eta: 6 days, 19:14:35, time: 2.021, data_time: 0.003, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7570, loss_cls: 1.9799, loss: 1.9799, grad_norm: 5.3157 2021-01-29 09:42:32,205 - mmaction - INFO - Epoch [19][1680/3757] lr: 1.000e-02, eta: 6 days, 19:13:25, time: 1.559, data_time: 0.106, memory: 7136, top1_acc: 0.5539, top5_acc: 0.7820, loss_cls: 1.9090, loss: 1.9090, grad_norm: 5.1271 2021-01-29 09:43:07,328 - mmaction - INFO - Epoch [19][1700/3757] lr: 1.000e-02, eta: 6 days, 19:12:34, time: 1.777, data_time: 0.059, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7586, loss_cls: 1.9910, loss: 1.9910, grad_norm: 5.1835 2021-01-29 09:43:44,310 - mmaction - INFO - Epoch [19][1720/3757] lr: 1.000e-02, eta: 6 days, 19:11:48, time: 1.830, data_time: 0.003, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7758, loss_cls: 1.9358, loss: 1.9358, grad_norm: 5.1989 2021-01-29 09:44:20,082 - mmaction - INFO - Epoch [19][1740/3757] lr: 1.000e-02, eta: 6 days, 19:11:00, time: 1.801, data_time: 0.020, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7883, loss_cls: 1.9162, loss: 1.9162, grad_norm: 5.1091 2021-01-29 09:45:12,386 - mmaction - INFO - Epoch [19][1760/3757] lr: 1.000e-02, eta: 6 days, 19:11:22, time: 2.608, data_time: 0.316, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7664, loss_cls: 2.0081, loss: 2.0081, grad_norm: 5.2103 2021-01-29 09:45:45,871 - mmaction - INFO - Epoch [19][1780/3757] lr: 1.000e-02, eta: 6 days, 19:10:23, time: 1.678, data_time: 0.072, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7727, loss_cls: 1.9496, loss: 1.9496, grad_norm: 5.1688 2021-01-29 09:46:30,404 - mmaction - INFO - Epoch [19][1800/3757] lr: 1.000e-02, eta: 6 days, 19:10:11, time: 2.220, data_time: 0.013, memory: 7136, top1_acc: 0.5742, top5_acc: 0.7891, loss_cls: 1.8385, loss: 1.8385, grad_norm: 4.7813 2021-01-29 09:47:01,315 - mmaction - INFO - Epoch [19][1820/3757] lr: 1.000e-02, eta: 6 days, 19:09:00, time: 1.543, data_time: 0.027, memory: 7136, top1_acc: 0.5633, top5_acc: 0.7844, loss_cls: 1.8678, loss: 1.8678, grad_norm: 5.1760 2021-01-29 09:47:56,567 - mmaction - INFO - Epoch [19][1840/3757] lr: 1.000e-02, eta: 6 days, 19:09:34, time: 2.741, data_time: 0.316, memory: 7136, top1_acc: 0.5336, top5_acc: 0.7609, loss_cls: 2.0299, loss: 2.0299, grad_norm: 5.2645 2021-01-29 09:48:37,381 - mmaction - INFO - Epoch [19][1860/3757] lr: 1.000e-02, eta: 6 days, 19:09:09, time: 2.076, data_time: 0.045, memory: 7136, top1_acc: 0.5430, top5_acc: 0.7797, loss_cls: 1.9475, loss: 1.9475, grad_norm: 5.2640 2021-01-29 09:49:10,853 - mmaction - INFO - Epoch [19][1880/3757] lr: 1.000e-02, eta: 6 days, 19:08:08, time: 1.652, data_time: 0.012, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7586, loss_cls: 2.0110, loss: 2.0110, grad_norm: 5.1566 2021-01-29 09:49:34,300 - mmaction - INFO - Epoch [19][1900/3757] lr: 1.000e-02, eta: 6 days, 19:06:26, time: 1.196, data_time: 0.027, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.9684, loss: 1.9684, grad_norm: 5.0530 2021-01-29 09:50:00,471 - mmaction - INFO - Epoch [19][1920/3757] lr: 1.000e-02, eta: 6 days, 19:04:53, time: 1.305, data_time: 0.005, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7719, loss_cls: 1.9738, loss: 1.9738, grad_norm: 4.9004 2021-01-29 09:50:32,160 - mmaction - INFO - Epoch [19][1940/3757] lr: 1.000e-02, eta: 6 days, 19:03:46, time: 1.588, data_time: 0.008, memory: 7136, top1_acc: 0.5539, top5_acc: 0.7883, loss_cls: 1.8989, loss: 1.8989, grad_norm: 4.7825 2021-01-29 09:51:24,051 - mmaction - INFO - Epoch [19][1960/3757] lr: 1.000e-02, eta: 6 days, 19:04:05, time: 2.569, data_time: 0.009, memory: 7136, top1_acc: 0.5453, top5_acc: 0.7805, loss_cls: 1.9431, loss: 1.9431, grad_norm: 4.9914 2021-01-29 09:51:56,939 - mmaction - INFO - Epoch [19][1980/3757] lr: 1.000e-02, eta: 6 days, 19:03:04, time: 1.655, data_time: 0.028, memory: 7136, top1_acc: 0.5172, top5_acc: 0.7805, loss_cls: 2.0104, loss: 2.0104, grad_norm: 5.2394 2021-01-29 09:52:30,901 - mmaction - INFO - Epoch [19][2000/3757] lr: 1.000e-02, eta: 6 days, 19:02:07, time: 1.707, data_time: 0.018, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7711, loss_cls: 1.9638, loss: 1.9638, grad_norm: 5.1743 2021-01-29 09:53:09,281 - mmaction - INFO - Epoch [19][2020/3757] lr: 1.000e-02, eta: 6 days, 19:01:29, time: 1.923, data_time: 0.009, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7719, loss_cls: 2.0300, loss: 2.0300, grad_norm: 5.2667 2021-01-29 09:53:57,901 - mmaction - INFO - Epoch [19][2040/3757] lr: 1.000e-02, eta: 6 days, 19:01:36, time: 2.432, data_time: 0.255, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7641, loss_cls: 1.9945, loss: 1.9945, grad_norm: 5.2374 2021-01-29 09:54:29,416 - mmaction - INFO - Epoch [19][2060/3757] lr: 1.000e-02, eta: 6 days, 19:00:27, time: 1.574, data_time: 0.003, memory: 7136, top1_acc: 0.5469, top5_acc: 0.7734, loss_cls: 1.9371, loss: 1.9371, grad_norm: 4.9020 2021-01-29 09:55:04,255 - mmaction - INFO - Epoch [19][2080/3757] lr: 1.000e-02, eta: 6 days, 18:59:33, time: 1.743, data_time: 0.199, memory: 7136, top1_acc: 0.5477, top5_acc: 0.7688, loss_cls: 1.9633, loss: 1.9633, grad_norm: 5.0243 2021-01-29 09:55:39,661 - mmaction - INFO - Epoch [19][2100/3757] lr: 1.000e-02, eta: 6 days, 18:58:39, time: 1.729, data_time: 0.006, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7758, loss_cls: 1.9348, loss: 1.9348, grad_norm: 5.1085 2021-01-29 09:56:09,716 - mmaction - INFO - Epoch [19][2120/3757] lr: 1.000e-02, eta: 6 days, 18:57:27, time: 1.543, data_time: 0.191, memory: 7136, top1_acc: 0.5711, top5_acc: 0.7773, loss_cls: 1.8650, loss: 1.8650, grad_norm: 5.1829 2021-01-29 09:56:34,801 - mmaction - INFO - Epoch [19][2140/3757] lr: 1.000e-02, eta: 6 days, 18:55:51, time: 1.251, data_time: 0.004, memory: 7136, top1_acc: 0.5531, top5_acc: 0.7859, loss_cls: 1.9442, loss: 1.9442, grad_norm: 5.0293 2021-01-29 09:57:06,707 - mmaction - INFO - Epoch [19][2160/3757] lr: 1.000e-02, eta: 6 days, 18:54:44, time: 1.593, data_time: 0.008, memory: 7136, top1_acc: 0.5430, top5_acc: 0.7859, loss_cls: 1.9112, loss: 1.9112, grad_norm: 5.0579 2021-01-29 09:57:48,355 - mmaction - INFO - Epoch [19][2180/3757] lr: 1.000e-02, eta: 6 days, 18:54:19, time: 2.069, data_time: 0.120, memory: 7136, top1_acc: 0.5469, top5_acc: 0.7734, loss_cls: 1.9469, loss: 1.9469, grad_norm: 5.0389 2021-01-29 09:58:37,062 - mmaction - INFO - Epoch [19][2200/3757] lr: 1.000e-02, eta: 6 days, 18:54:26, time: 2.441, data_time: 0.256, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7680, loss_cls: 2.0338, loss: 2.0338, grad_norm: 5.1607 2021-01-29 09:59:06,652 - mmaction - INFO - Epoch [19][2220/3757] lr: 1.000e-02, eta: 6 days, 18:53:11, time: 1.489, data_time: 0.018, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7656, loss_cls: 2.0269, loss: 2.0269, grad_norm: 5.4340 2021-01-29 09:59:50,381 - mmaction - INFO - Epoch [19][2240/3757] lr: 1.000e-02, eta: 6 days, 18:52:53, time: 2.150, data_time: 0.012, memory: 7136, top1_acc: 0.5398, top5_acc: 0.7586, loss_cls: 1.9795, loss: 1.9795, grad_norm: 5.1379 2021-01-29 10:00:22,819 - mmaction - INFO - Epoch [19][2260/3757] lr: 1.000e-02, eta: 6 days, 18:51:51, time: 1.652, data_time: 0.043, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7703, loss_cls: 2.0287, loss: 2.0287, grad_norm: 5.3099 2021-01-29 10:00:51,925 - mmaction - INFO - Epoch [19][2280/3757] lr: 1.000e-02, eta: 6 days, 18:50:33, time: 1.461, data_time: 0.013, memory: 7136, top1_acc: 0.5086, top5_acc: 0.7602, loss_cls: 2.0701, loss: 2.0701, grad_norm: 5.2813 2021-01-29 10:01:22,932 - mmaction - INFO - Epoch [19][2300/3757] lr: 1.000e-02, eta: 6 days, 18:49:22, time: 1.551, data_time: 0.008, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7711, loss_cls: 1.9758, loss: 1.9758, grad_norm: 5.1143 2021-01-29 10:01:50,382 - mmaction - INFO - Epoch [19][2320/3757] lr: 1.000e-02, eta: 6 days, 18:47:56, time: 1.367, data_time: 0.008, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7477, loss_cls: 2.1029, loss: 2.1029, grad_norm: 5.0995 2021-01-29 10:02:24,779 - mmaction - INFO - Epoch [19][2340/3757] lr: 1.000e-02, eta: 6 days, 18:47:01, time: 1.727, data_time: 0.135, memory: 7136, top1_acc: 0.5414, top5_acc: 0.7648, loss_cls: 1.9840, loss: 1.9840, grad_norm: 5.0932 2021-01-29 10:03:02,030 - mmaction - INFO - Epoch [19][2360/3757] lr: 1.000e-02, eta: 6 days, 18:46:17, time: 1.854, data_time: 0.196, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7711, loss_cls: 1.9506, loss: 1.9506, grad_norm: 5.0896 2021-01-29 10:03:44,761 - mmaction - INFO - Epoch [19][2380/3757] lr: 1.000e-02, eta: 6 days, 18:45:59, time: 2.145, data_time: 0.015, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7875, loss_cls: 1.9077, loss: 1.9077, grad_norm: 4.9244 2021-01-29 10:04:20,582 - mmaction - INFO - Epoch [19][2400/3757] lr: 1.000e-02, eta: 6 days, 18:45:09, time: 1.787, data_time: 0.007, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7680, loss_cls: 1.9777, loss: 1.9777, grad_norm: 5.1908 2021-01-29 10:04:48,146 - mmaction - INFO - Epoch [19][2420/3757] lr: 1.000e-02, eta: 6 days, 18:43:44, time: 1.377, data_time: 0.015, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7641, loss_cls: 2.0052, loss: 2.0052, grad_norm: 5.1305 2021-01-29 10:05:15,060 - mmaction - INFO - Epoch [19][2440/3757] lr: 1.000e-02, eta: 6 days, 18:42:16, time: 1.345, data_time: 0.012, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7695, loss_cls: 1.9900, loss: 1.9900, grad_norm: 5.1862 2021-01-29 10:06:00,586 - mmaction - INFO - Epoch [19][2460/3757] lr: 1.000e-02, eta: 6 days, 18:42:08, time: 2.273, data_time: 0.019, memory: 7136, top1_acc: 0.5414, top5_acc: 0.8047, loss_cls: 1.8330, loss: 1.8330, grad_norm: 5.2199 2021-01-29 10:06:31,835 - mmaction - INFO - Epoch [19][2480/3757] lr: 1.000e-02, eta: 6 days, 18:41:00, time: 1.570, data_time: 0.020, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7648, loss_cls: 2.0158, loss: 2.0158, grad_norm: 5.2032 2021-01-29 10:07:04,110 - mmaction - INFO - Epoch [19][2500/3757] lr: 1.000e-02, eta: 6 days, 18:39:55, time: 1.615, data_time: 0.009, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7711, loss_cls: 1.9886, loss: 1.9886, grad_norm: 5.2598 2021-01-29 10:07:37,328 - mmaction - INFO - Epoch [19][2520/3757] lr: 1.000e-02, eta: 6 days, 18:38:54, time: 1.659, data_time: 0.010, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7773, loss_cls: 1.9504, loss: 1.9504, grad_norm: 5.1882 2021-01-29 10:08:07,959 - mmaction - INFO - Epoch [19][2540/3757] lr: 1.000e-02, eta: 6 days, 18:37:41, time: 1.516, data_time: 0.008, memory: 7136, top1_acc: 0.5164, top5_acc: 0.7789, loss_cls: 1.9810, loss: 1.9810, grad_norm: 5.4517 2021-01-29 10:08:40,953 - mmaction - INFO - Epoch [19][2560/3757] lr: 1.000e-02, eta: 6 days, 18:36:41, time: 1.669, data_time: 0.031, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7680, loss_cls: 2.0467, loss: 2.0467, grad_norm: 5.3055 2021-01-29 10:09:14,300 - mmaction - INFO - Epoch [19][2580/3757] lr: 1.000e-02, eta: 6 days, 18:35:41, time: 1.664, data_time: 0.013, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7602, loss_cls: 1.9737, loss: 1.9737, grad_norm: 5.1754 2021-01-29 10:09:48,550 - mmaction - INFO - Epoch [19][2600/3757] lr: 1.000e-02, eta: 6 days, 18:34:45, time: 1.707, data_time: 0.009, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7719, loss_cls: 2.0146, loss: 2.0146, grad_norm: 5.2198 2021-01-29 10:10:25,680 - mmaction - INFO - Epoch [19][2620/3757] lr: 1.000e-02, eta: 6 days, 18:34:01, time: 1.853, data_time: 0.172, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7914, loss_cls: 1.9156, loss: 1.9156, grad_norm: 5.2278 2021-01-29 10:10:51,307 - mmaction - INFO - Epoch [19][2640/3757] lr: 1.000e-02, eta: 6 days, 18:32:28, time: 1.290, data_time: 0.018, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7703, loss_cls: 1.9793, loss: 1.9793, grad_norm: 5.2014 2021-01-29 10:11:21,483 - mmaction - INFO - Epoch [19][2660/3757] lr: 1.000e-02, eta: 6 days, 18:31:15, time: 1.513, data_time: 0.008, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7672, loss_cls: 2.0089, loss: 2.0089, grad_norm: 5.2069 2021-01-29 10:11:54,328 - mmaction - INFO - Epoch [19][2680/3757] lr: 1.000e-02, eta: 6 days, 18:30:12, time: 1.637, data_time: 0.051, memory: 7136, top1_acc: 0.5336, top5_acc: 0.7656, loss_cls: 1.9633, loss: 1.9633, grad_norm: 4.9636 2021-01-29 10:12:23,431 - mmaction - INFO - Epoch [19][2700/3757] lr: 1.000e-02, eta: 6 days, 18:28:54, time: 1.458, data_time: 0.012, memory: 7136, top1_acc: 0.5500, top5_acc: 0.7664, loss_cls: 1.9428, loss: 1.9428, grad_norm: 5.1114 2021-01-29 10:12:47,683 - mmaction - INFO - Epoch [19][2720/3757] lr: 1.000e-02, eta: 6 days, 18:27:15, time: 1.212, data_time: 0.002, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7664, loss_cls: 1.9841, loss: 1.9841, grad_norm: 5.1013 2021-01-29 10:13:16,882 - mmaction - INFO - Epoch [19][2740/3757] lr: 1.000e-02, eta: 6 days, 18:25:54, time: 1.429, data_time: 0.002, memory: 7136, top1_acc: 0.5633, top5_acc: 0.7766, loss_cls: 1.9104, loss: 1.9104, grad_norm: 5.0097 2021-01-29 10:13:52,451 - mmaction - INFO - Epoch [19][2760/3757] lr: 1.000e-02, eta: 6 days, 18:25:06, time: 1.803, data_time: 0.050, memory: 7136, top1_acc: 0.5492, top5_acc: 0.7641, loss_cls: 1.9782, loss: 1.9782, grad_norm: 5.0541 2021-01-29 10:14:33,018 - mmaction - INFO - Epoch [19][2780/3757] lr: 1.000e-02, eta: 6 days, 18:24:38, time: 2.034, data_time: 0.013, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7789, loss_cls: 1.9753, loss: 1.9753, grad_norm: 5.2102 2021-01-29 10:15:06,077 - mmaction - INFO - Epoch [19][2800/3757] lr: 1.000e-02, eta: 6 days, 18:23:37, time: 1.652, data_time: 0.003, memory: 7136, top1_acc: 0.5516, top5_acc: 0.7828, loss_cls: 1.8968, loss: 1.8968, grad_norm: 5.1770 2021-01-29 10:15:42,448 - mmaction - INFO - Epoch [19][2820/3757] lr: 1.000e-02, eta: 6 days, 18:22:50, time: 1.811, data_time: 0.004, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7594, loss_cls: 2.0113, loss: 2.0113, grad_norm: 5.0721 2021-01-29 10:16:15,348 - mmaction - INFO - Epoch [19][2840/3757] lr: 1.000e-02, eta: 6 days, 18:21:48, time: 1.638, data_time: 0.011, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7492, loss_cls: 2.0520, loss: 2.0520, grad_norm: 5.1153 2021-01-29 10:16:51,016 - mmaction - INFO - Epoch [19][2860/3757] lr: 1.000e-02, eta: 6 days, 18:20:59, time: 1.797, data_time: 0.021, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7859, loss_cls: 1.9527, loss: 1.9527, grad_norm: 5.0805 2021-01-29 10:17:20,246 - mmaction - INFO - Epoch [19][2880/3757] lr: 1.000e-02, eta: 6 days, 18:19:41, time: 1.460, data_time: 0.010, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7703, loss_cls: 1.9989, loss: 1.9989, grad_norm: 5.2874 2021-01-29 10:17:49,722 - mmaction - INFO - Epoch [19][2900/3757] lr: 1.000e-02, eta: 6 days, 18:18:24, time: 1.467, data_time: 0.080, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7734, loss_cls: 2.0004, loss: 2.0004, grad_norm: 5.3224 2021-01-29 10:18:15,998 - mmaction - INFO - Epoch [19][2920/3757] lr: 1.000e-02, eta: 6 days, 18:16:55, time: 1.323, data_time: 0.017, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7508, loss_cls: 2.0964, loss: 2.0964, grad_norm: 5.1773 2021-01-29 10:18:43,184 - mmaction - INFO - Epoch [19][2940/3757] lr: 1.000e-02, eta: 6 days, 18:15:29, time: 1.361, data_time: 0.005, memory: 7136, top1_acc: 0.5234, top5_acc: 0.7570, loss_cls: 2.0279, loss: 2.0279, grad_norm: 5.1024 2021-01-29 10:19:13,102 - mmaction - INFO - Epoch [19][2960/3757] lr: 1.000e-02, eta: 6 days, 18:14:13, time: 1.485, data_time: 0.005, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7758, loss_cls: 1.9247, loss: 1.9247, grad_norm: 5.0475 2021-01-29 10:20:03,196 - mmaction - INFO - Epoch [19][2980/3757] lr: 1.000e-02, eta: 6 days, 18:14:24, time: 2.480, data_time: 0.023, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7641, loss_cls: 2.0053, loss: 2.0053, grad_norm: 5.3311 2021-01-29 10:20:42,466 - mmaction - INFO - Epoch [19][3000/3757] lr: 1.000e-02, eta: 6 days, 18:13:53, time: 1.995, data_time: 0.044, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7719, loss_cls: 1.9751, loss: 1.9751, grad_norm: 5.2774 2021-01-29 10:21:22,061 - mmaction - INFO - Epoch [19][3020/3757] lr: 1.000e-02, eta: 6 days, 18:13:19, time: 1.964, data_time: 0.010, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7484, loss_cls: 2.0443, loss: 2.0443, grad_norm: 5.2517 2021-01-29 10:22:00,364 - mmaction - INFO - Epoch [19][3040/3757] lr: 1.000e-02, eta: 6 days, 18:12:42, time: 1.932, data_time: 0.023, memory: 7136, top1_acc: 0.5148, top5_acc: 0.7586, loss_cls: 2.0671, loss: 2.0671, grad_norm: 5.3636 2021-01-29 10:22:38,898 - mmaction - INFO - Epoch [19][3060/3757] lr: 1.000e-02, eta: 6 days, 18:12:04, time: 1.924, data_time: 0.010, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7570, loss_cls: 2.0250, loss: 2.0250, grad_norm: 5.1985 2021-01-29 10:23:27,911 - mmaction - INFO - Epoch [19][3080/3757] lr: 1.000e-02, eta: 6 days, 18:12:11, time: 2.435, data_time: 0.021, memory: 7136, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.9621, loss: 1.9621, grad_norm: 5.1981 2021-01-29 10:24:03,666 - mmaction - INFO - Epoch [19][3100/3757] lr: 1.000e-02, eta: 6 days, 18:11:22, time: 1.794, data_time: 0.025, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7664, loss_cls: 2.0301, loss: 2.0301, grad_norm: 5.1396 2021-01-29 10:24:32,607 - mmaction - INFO - Epoch [19][3120/3757] lr: 1.000e-02, eta: 6 days, 18:10:05, time: 1.463, data_time: 0.035, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7719, loss_cls: 1.9505, loss: 1.9505, grad_norm: 5.2166 2021-01-29 10:25:04,508 - mmaction - INFO - Epoch [19][3140/3757] lr: 1.000e-02, eta: 6 days, 18:08:58, time: 1.586, data_time: 0.006, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7531, loss_cls: 2.0137, loss: 2.0137, grad_norm: 5.1308 2021-01-29 10:25:37,167 - mmaction - INFO - Epoch [19][3160/3757] lr: 1.000e-02, eta: 6 days, 18:07:55, time: 1.620, data_time: 0.013, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7555, loss_cls: 2.0936, loss: 2.0936, grad_norm: 5.3179 2021-01-29 10:26:10,336 - mmaction - INFO - Epoch [19][3180/3757] lr: 1.000e-02, eta: 6 days, 18:06:55, time: 1.661, data_time: 0.024, memory: 7136, top1_acc: 0.5609, top5_acc: 0.7859, loss_cls: 1.8938, loss: 1.8938, grad_norm: 4.9631 2021-01-29 10:26:45,057 - mmaction - INFO - Epoch [19][3200/3757] lr: 1.000e-02, eta: 6 days, 18:06:01, time: 1.734, data_time: 0.035, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7633, loss_cls: 2.0020, loss: 2.0020, grad_norm: 5.1820 2021-01-29 10:27:18,659 - mmaction - INFO - Epoch [19][3220/3757] lr: 1.000e-02, eta: 6 days, 18:05:03, time: 1.685, data_time: 0.023, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7695, loss_cls: 1.9821, loss: 1.9821, grad_norm: 5.1086 2021-01-29 10:27:56,448 - mmaction - INFO - Epoch [19][3240/3757] lr: 1.000e-02, eta: 6 days, 18:04:22, time: 1.882, data_time: 0.019, memory: 7136, top1_acc: 0.5430, top5_acc: 0.7773, loss_cls: 1.9410, loss: 1.9410, grad_norm: 5.0085 2021-01-29 10:28:29,653 - mmaction - INFO - Epoch [19][3260/3757] lr: 1.000e-02, eta: 6 days, 18:03:24, time: 1.680, data_time: 0.027, memory: 7136, top1_acc: 0.5117, top5_acc: 0.7711, loss_cls: 2.0141, loss: 2.0141, grad_norm: 5.2830 2021-01-29 10:29:20,349 - mmaction - INFO - Epoch [19][3280/3757] lr: 1.000e-02, eta: 6 days, 18:03:38, time: 2.523, data_time: 0.006, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7609, loss_cls: 2.0570, loss: 2.0570, grad_norm: 5.1072 2021-01-29 10:29:53,571 - mmaction - INFO - Epoch [19][3300/3757] lr: 1.000e-02, eta: 6 days, 18:02:38, time: 1.664, data_time: 0.024, memory: 7136, top1_acc: 0.5461, top5_acc: 0.7742, loss_cls: 1.9377, loss: 1.9377, grad_norm: 5.1865 2021-01-29 10:30:25,885 - mmaction - INFO - Epoch [19][3320/3757] lr: 1.000e-02, eta: 6 days, 18:01:35, time: 1.628, data_time: 0.040, memory: 7136, top1_acc: 0.5266, top5_acc: 0.7742, loss_cls: 1.9620, loss: 1.9620, grad_norm: 5.4500 2021-01-29 10:30:57,862 - mmaction - INFO - Epoch [19][3340/3757] lr: 1.000e-02, eta: 6 days, 18:00:29, time: 1.596, data_time: 0.008, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7633, loss_cls: 1.9977, loss: 1.9977, grad_norm: 5.1312 2021-01-29 10:31:36,869 - mmaction - INFO - Epoch [19][3360/3757] lr: 1.000e-02, eta: 6 days, 17:59:55, time: 1.954, data_time: 0.026, memory: 7136, top1_acc: 0.5484, top5_acc: 0.7766, loss_cls: 1.9211, loss: 1.9211, grad_norm: 5.1529 2021-01-29 10:32:16,767 - mmaction - INFO - Epoch [19][3380/3757] lr: 1.000e-02, eta: 6 days, 17:59:21, time: 1.973, data_time: 0.011, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7719, loss_cls: 2.0240, loss: 2.0240, grad_norm: 5.2403 2021-01-29 10:32:50,231 - mmaction - INFO - Epoch [19][3400/3757] lr: 1.000e-02, eta: 6 days, 17:58:24, time: 1.691, data_time: 0.031, memory: 7136, top1_acc: 0.5430, top5_acc: 0.7789, loss_cls: 1.9633, loss: 1.9633, grad_norm: 4.8976 2021-01-29 10:33:21,011 - mmaction - INFO - Epoch [19][3420/3757] lr: 1.000e-02, eta: 6 days, 17:57:14, time: 1.540, data_time: 0.005, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7734, loss_cls: 1.9575, loss: 1.9575, grad_norm: 5.1791 2021-01-29 10:33:45,442 - mmaction - INFO - Epoch [19][3440/3757] lr: 1.000e-02, eta: 6 days, 17:55:36, time: 1.225, data_time: 0.007, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7758, loss_cls: 1.9660, loss: 1.9660, grad_norm: 5.3135 2021-01-29 10:34:14,829 - mmaction - INFO - Epoch [19][3460/3757] lr: 1.000e-02, eta: 6 days, 17:54:17, time: 1.430, data_time: 0.004, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7844, loss_cls: 1.9626, loss: 1.9626, grad_norm: 5.2713 2021-01-29 10:34:50,811 - mmaction - INFO - Epoch [19][3480/3757] lr: 1.000e-02, eta: 6 days, 17:53:31, time: 1.833, data_time: 0.041, memory: 7136, top1_acc: 0.5188, top5_acc: 0.7477, loss_cls: 2.0694, loss: 2.0694, grad_norm: 5.2276 2021-01-29 10:35:28,512 - mmaction - INFO - Epoch [19][3500/3757] lr: 1.000e-02, eta: 6 days, 17:52:51, time: 1.887, data_time: 0.012, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7742, loss_cls: 1.9687, loss: 1.9687, grad_norm: 5.1461 2021-01-29 10:36:02,887 - mmaction - INFO - Epoch [19][3520/3757] lr: 1.000e-02, eta: 6 days, 17:51:55, time: 1.704, data_time: 0.007, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7664, loss_cls: 1.9940, loss: 1.9940, grad_norm: 5.1216 2021-01-29 10:36:34,297 - mmaction - INFO - Epoch [19][3540/3757] lr: 1.000e-02, eta: 6 days, 17:50:46, time: 1.562, data_time: 0.019, memory: 7136, top1_acc: 0.5203, top5_acc: 0.7641, loss_cls: 1.9918, loss: 1.9918, grad_norm: 4.9876 2021-01-29 10:37:10,888 - mmaction - INFO - Epoch [19][3560/3757] lr: 1.000e-02, eta: 6 days, 17:50:03, time: 1.850, data_time: 0.031, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7688, loss_cls: 1.9917, loss: 1.9917, grad_norm: 5.2778 2021-01-29 10:37:46,226 - mmaction - INFO - Epoch [19][3580/3757] lr: 1.000e-02, eta: 6 days, 17:49:12, time: 1.772, data_time: 0.007, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7664, loss_cls: 2.0221, loss: 2.0221, grad_norm: 5.0861 2021-01-29 10:38:24,773 - mmaction - INFO - Epoch [19][3600/3757] lr: 1.000e-02, eta: 6 days, 17:48:35, time: 1.920, data_time: 0.463, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7648, loss_cls: 2.0093, loss: 2.0093, grad_norm: 5.1087 2021-01-29 10:38:50,520 - mmaction - INFO - Epoch [19][3620/3757] lr: 1.000e-02, eta: 6 days, 17:47:03, time: 1.288, data_time: 0.010, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7797, loss_cls: 1.9962, loss: 1.9962, grad_norm: 5.2943 2021-01-29 10:39:19,948 - mmaction - INFO - Epoch [19][3640/3757] lr: 1.000e-02, eta: 6 days, 17:45:47, time: 1.473, data_time: 0.011, memory: 7136, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.0279, loss: 2.0279, grad_norm: 5.1574 2021-01-29 10:39:56,506 - mmaction - INFO - Epoch [19][3660/3757] lr: 1.000e-02, eta: 6 days, 17:45:02, time: 1.828, data_time: 0.167, memory: 7136, top1_acc: 0.5430, top5_acc: 0.7789, loss_cls: 1.9368, loss: 1.9368, grad_norm: 4.9667 2021-01-29 10:40:32,496 - mmaction - INFO - Epoch [19][3680/3757] lr: 1.000e-02, eta: 6 days, 17:44:14, time: 1.799, data_time: 0.008, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7758, loss_cls: 1.9873, loss: 1.9873, grad_norm: 5.1796 2021-01-29 10:41:08,084 - mmaction - INFO - Epoch [19][3700/3757] lr: 1.000e-02, eta: 6 days, 17:43:22, time: 1.759, data_time: 0.008, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7578, loss_cls: 2.0620, loss: 2.0620, grad_norm: 5.1663 2021-01-29 10:41:38,805 - mmaction - INFO - Epoch [19][3720/3757] lr: 1.000e-02, eta: 6 days, 17:42:14, time: 1.556, data_time: 0.028, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7836, loss_cls: 1.9297, loss: 1.9297, grad_norm: 5.1608 2021-01-29 10:42:06,780 - mmaction - INFO - Epoch [19][3740/3757] lr: 1.000e-02, eta: 6 days, 17:40:52, time: 1.402, data_time: 0.008, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7664, loss_cls: 1.9719, loss: 1.9719, grad_norm: 5.1591 2021-01-29 10:46:00,855 - mmaction - INFO - Epoch [20][20/3757] lr: 1.000e-02, eta: 6 days, 17:47:51, time: 9.286, data_time: 7.609, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7758, loss_cls: 1.9585, loss: 1.9585, grad_norm: 4.9851 2021-01-29 10:46:32,328 - mmaction - INFO - Epoch [20][40/3757] lr: 1.000e-02, eta: 6 days, 17:46:43, time: 1.570, data_time: 0.013, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7828, loss_cls: 1.8829, loss: 1.8829, grad_norm: 5.1546 2021-01-29 10:46:54,665 - mmaction - INFO - Epoch [20][60/3757] lr: 1.000e-02, eta: 6 days, 17:44:58, time: 1.122, data_time: 0.008, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7430, loss_cls: 2.0844, loss: 2.0844, grad_norm: 5.2476 2021-01-29 10:47:24,767 - mmaction - INFO - Epoch [20][80/3757] lr: 1.000e-02, eta: 6 days, 17:43:42, time: 1.482, data_time: 0.004, memory: 7136, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.7932, loss: 1.7932, grad_norm: 4.8854 2021-01-29 10:47:55,010 - mmaction - INFO - Epoch [20][100/3757] lr: 1.000e-02, eta: 6 days, 17:42:32, time: 1.531, data_time: 0.024, memory: 7136, top1_acc: 0.5570, top5_acc: 0.7805, loss_cls: 1.8885, loss: 1.8885, grad_norm: 5.1718 2021-01-29 10:48:40,611 - mmaction - INFO - Epoch [20][120/3757] lr: 1.000e-02, eta: 6 days, 17:42:22, time: 2.250, data_time: 0.009, memory: 7136, top1_acc: 0.5625, top5_acc: 0.7727, loss_cls: 1.8830, loss: 1.8830, grad_norm: 5.1730 2021-01-29 10:49:20,294 - mmaction - INFO - Epoch [20][140/3757] lr: 1.000e-02, eta: 6 days, 17:41:51, time: 1.996, data_time: 0.037, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7617, loss_cls: 2.0070, loss: 2.0070, grad_norm: 5.2551 2021-01-29 10:49:50,709 - mmaction - INFO - Epoch [20][160/3757] lr: 1.000e-02, eta: 6 days, 17:40:39, time: 1.525, data_time: 0.024, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7781, loss_cls: 1.9880, loss: 1.9880, grad_norm: 5.1347 2021-01-29 10:50:21,020 - mmaction - INFO - Epoch [20][180/3757] lr: 1.000e-02, eta: 6 days, 17:39:27, time: 1.514, data_time: 0.036, memory: 7136, top1_acc: 0.5570, top5_acc: 0.7797, loss_cls: 1.9074, loss: 1.9074, grad_norm: 4.9922 2021-01-29 10:50:53,218 - mmaction - INFO - Epoch [20][200/3757] lr: 1.000e-02, eta: 6 days, 17:38:25, time: 1.630, data_time: 0.023, memory: 7136, top1_acc: 0.5430, top5_acc: 0.7812, loss_cls: 1.9580, loss: 1.9580, grad_norm: 5.0337 2021-01-29 10:51:17,337 - mmaction - INFO - Epoch [20][220/3757] lr: 1.000e-02, eta: 6 days, 17:36:46, time: 1.200, data_time: 0.003, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7633, loss_cls: 2.0237, loss: 2.0237, grad_norm: 5.2045 2021-01-29 10:51:50,202 - mmaction - INFO - Epoch [20][240/3757] lr: 1.000e-02, eta: 6 days, 17:35:45, time: 1.649, data_time: 0.016, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7641, loss_cls: 2.0815, loss: 2.0815, grad_norm: 5.0895 2021-01-29 10:52:14,571 - mmaction - INFO - Epoch [20][260/3757] lr: 1.000e-02, eta: 6 days, 17:34:08, time: 1.218, data_time: 0.004, memory: 7136, top1_acc: 0.5437, top5_acc: 0.7680, loss_cls: 1.9941, loss: 1.9941, grad_norm: 5.0773 2021-01-29 10:52:42,446 - mmaction - INFO - Epoch [20][280/3757] lr: 1.000e-02, eta: 6 days, 17:32:44, time: 1.378, data_time: 0.009, memory: 7136, top1_acc: 0.5078, top5_acc: 0.7469, loss_cls: 2.0831, loss: 2.0831, grad_norm: 5.1244 2021-01-29 10:53:18,894 - mmaction - INFO - Epoch [20][300/3757] lr: 1.000e-02, eta: 6 days, 17:31:59, time: 1.825, data_time: 0.018, memory: 7136, top1_acc: 0.5469, top5_acc: 0.7586, loss_cls: 1.9852, loss: 1.9852, grad_norm: 5.2776 2021-01-29 10:53:57,211 - mmaction - INFO - Epoch [20][320/3757] lr: 1.000e-02, eta: 6 days, 17:31:20, time: 1.903, data_time: 0.016, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7617, loss_cls: 2.0228, loss: 2.0228, grad_norm: 5.2630 2021-01-29 10:54:33,765 - mmaction - INFO - Epoch [20][340/3757] lr: 1.000e-02, eta: 6 days, 17:30:35, time: 1.836, data_time: 0.028, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7648, loss_cls: 1.9622, loss: 1.9622, grad_norm: 5.1797 2021-01-29 10:55:11,356 - mmaction - INFO - Epoch [20][360/3757] lr: 1.000e-02, eta: 6 days, 17:29:55, time: 1.897, data_time: 0.019, memory: 7136, top1_acc: 0.5508, top5_acc: 0.7766, loss_cls: 1.9239, loss: 1.9239, grad_norm: 5.1600 2021-01-29 10:55:42,236 - mmaction - INFO - Epoch [20][380/3757] lr: 1.000e-02, eta: 6 days, 17:28:44, time: 1.530, data_time: 0.007, memory: 7136, top1_acc: 0.5641, top5_acc: 0.7875, loss_cls: 1.8445, loss: 1.8445, grad_norm: 5.1582 2021-01-29 10:56:13,627 - mmaction - INFO - Epoch [20][400/3757] lr: 1.000e-02, eta: 6 days, 17:27:38, time: 1.581, data_time: 0.018, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7656, loss_cls: 1.9779, loss: 1.9779, grad_norm: 5.1843 2021-01-29 10:56:42,671 - mmaction - INFO - Epoch [20][420/3757] lr: 1.000e-02, eta: 6 days, 17:26:21, time: 1.452, data_time: 0.004, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7633, loss_cls: 2.0061, loss: 2.0061, grad_norm: 5.3046 2021-01-29 10:57:11,018 - mmaction - INFO - Epoch [20][440/3757] lr: 1.000e-02, eta: 6 days, 17:25:01, time: 1.415, data_time: 0.004, memory: 7136, top1_acc: 0.5641, top5_acc: 0.8008, loss_cls: 1.8725, loss: 1.8725, grad_norm: 5.1734 2021-01-29 10:57:52,760 - mmaction - INFO - Epoch [20][460/3757] lr: 1.000e-02, eta: 6 days, 17:24:37, time: 2.088, data_time: 0.007, memory: 7136, top1_acc: 0.5156, top5_acc: 0.7570, loss_cls: 2.0247, loss: 2.0247, grad_norm: 5.3805 2021-01-29 10:58:22,828 - mmaction - INFO - Epoch [20][480/3757] lr: 1.000e-02, eta: 6 days, 17:23:24, time: 1.504, data_time: 0.008, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7602, loss_cls: 2.0669, loss: 2.0669, grad_norm: 5.5409 2021-01-29 10:58:57,786 - mmaction - INFO - Epoch [20][500/3757] lr: 1.000e-02, eta: 6 days, 17:22:33, time: 1.751, data_time: 0.015, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7805, loss_cls: 1.9417, loss: 1.9417, grad_norm: 5.2087 2021-01-29 10:59:32,471 - mmaction - INFO - Epoch [20][520/3757] lr: 1.000e-02, eta: 6 days, 17:21:38, time: 1.724, data_time: 0.004, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7969, loss_cls: 1.9572, loss: 1.9572, grad_norm: 5.1468 2021-01-29 10:59:56,605 - mmaction - INFO - Epoch [20][540/3757] lr: 1.000e-02, eta: 6 days, 17:20:01, time: 1.208, data_time: 0.013, memory: 7136, top1_acc: 0.5477, top5_acc: 0.7891, loss_cls: 1.8998, loss: 1.8998, grad_norm: 5.2158 2021-01-29 11:00:38,680 - mmaction - INFO - Epoch [20][560/3757] lr: 1.000e-02, eta: 6 days, 17:19:37, time: 2.090, data_time: 0.015, memory: 7136, top1_acc: 0.5398, top5_acc: 0.7781, loss_cls: 1.9358, loss: 1.9358, grad_norm: 4.8921 2021-01-29 11:01:25,658 - mmaction - INFO - Epoch [20][580/3757] lr: 1.000e-02, eta: 6 days, 17:19:38, time: 2.366, data_time: 0.027, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7602, loss_cls: 2.0098, loss: 2.0098, grad_norm: 4.9455 2021-01-29 11:02:05,041 - mmaction - INFO - Epoch [20][600/3757] lr: 1.000e-02, eta: 6 days, 17:19:04, time: 1.968, data_time: 0.009, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7734, loss_cls: 1.9301, loss: 1.9301, grad_norm: 5.2180 2021-01-29 11:02:37,330 - mmaction - INFO - Epoch [20][620/3757] lr: 1.000e-02, eta: 6 days, 17:18:01, time: 1.620, data_time: 0.015, memory: 7136, top1_acc: 0.5391, top5_acc: 0.7805, loss_cls: 1.9522, loss: 1.9522, grad_norm: 5.3177 2021-01-29 11:03:05,970 - mmaction - INFO - Epoch [20][640/3757] lr: 1.000e-02, eta: 6 days, 17:16:43, time: 1.434, data_time: 0.005, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7648, loss_cls: 1.9104, loss: 1.9104, grad_norm: 5.2459 2021-01-29 11:03:35,400 - mmaction - INFO - Epoch [20][660/3757] lr: 1.000e-02, eta: 6 days, 17:15:27, time: 1.466, data_time: 0.004, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7703, loss_cls: 2.0030, loss: 2.0030, grad_norm: 5.0624 2021-01-29 11:04:11,183 - mmaction - INFO - Epoch [20][680/3757] lr: 1.000e-02, eta: 6 days, 17:14:38, time: 1.790, data_time: 0.009, memory: 7136, top1_acc: 0.5461, top5_acc: 0.7828, loss_cls: 1.8762, loss: 1.8762, grad_norm: 5.1791 2021-01-29 11:04:48,549 - mmaction - INFO - Epoch [20][700/3757] lr: 1.000e-02, eta: 6 days, 17:13:54, time: 1.839, data_time: 0.007, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7641, loss_cls: 2.0094, loss: 2.0094, grad_norm: 5.4155 2021-01-29 11:05:42,013 - mmaction - INFO - Epoch [20][720/3757] lr: 1.000e-02, eta: 6 days, 17:14:22, time: 2.701, data_time: 0.036, memory: 7136, top1_acc: 0.5375, top5_acc: 0.7547, loss_cls: 1.9813, loss: 1.9813, grad_norm: 5.2791 2021-01-29 11:06:11,528 - mmaction - INFO - Epoch [20][740/3757] lr: 1.000e-02, eta: 6 days, 17:13:06, time: 1.460, data_time: 0.008, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7641, loss_cls: 2.0022, loss: 2.0022, grad_norm: 5.2773 2021-01-29 11:06:51,841 - mmaction - INFO - Epoch [20][760/3757] lr: 1.000e-02, eta: 6 days, 17:12:36, time: 2.013, data_time: 0.027, memory: 7136, top1_acc: 0.5531, top5_acc: 0.7750, loss_cls: 1.9217, loss: 1.9217, grad_norm: 5.0412 2021-01-29 11:07:23,827 - mmaction - INFO - Epoch [20][780/3757] lr: 1.000e-02, eta: 6 days, 17:11:31, time: 1.595, data_time: 0.029, memory: 7136, top1_acc: 0.5094, top5_acc: 0.7602, loss_cls: 2.0273, loss: 2.0273, grad_norm: 5.2325 2021-01-29 11:07:57,976 - mmaction - INFO - Epoch [20][800/3757] lr: 1.000e-02, eta: 6 days, 17:10:38, time: 1.732, data_time: 0.029, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7797, loss_cls: 1.9241, loss: 1.9241, grad_norm: 5.1287 2021-01-29 11:08:24,684 - mmaction - INFO - Epoch [20][820/3757] lr: 1.000e-02, eta: 6 days, 17:09:11, time: 1.336, data_time: 0.004, memory: 7136, top1_acc: 0.5523, top5_acc: 0.7922, loss_cls: 1.8397, loss: 1.8397, grad_norm: 5.4422 2021-01-29 11:08:57,639 - mmaction - INFO - Epoch [20][840/3757] lr: 1.000e-02, eta: 6 days, 17:08:11, time: 1.649, data_time: 0.004, memory: 7136, top1_acc: 0.5461, top5_acc: 0.7883, loss_cls: 1.9015, loss: 1.9015, grad_norm: 5.3353 2021-01-29 11:09:25,036 - mmaction - INFO - Epoch [20][860/3757] lr: 1.000e-02, eta: 6 days, 17:06:47, time: 1.368, data_time: 0.005, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7805, loss_cls: 1.9504, loss: 1.9504, grad_norm: 5.2058 2021-01-29 11:09:59,890 - mmaction - INFO - Epoch [20][880/3757] lr: 1.000e-02, eta: 6 days, 17:05:53, time: 1.717, data_time: 0.009, memory: 7136, top1_acc: 0.5469, top5_acc: 0.7711, loss_cls: 2.0038, loss: 2.0038, grad_norm: 5.1158 2021-01-29 11:10:30,069 - mmaction - INFO - Epoch [20][900/3757] lr: 1.000e-02, eta: 6 days, 17:04:43, time: 1.535, data_time: 0.030, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7750, loss_cls: 1.9374, loss: 1.9374, grad_norm: 5.1213 2021-01-29 11:11:00,395 - mmaction - INFO - Epoch [20][920/3757] lr: 1.000e-02, eta: 6 days, 17:03:31, time: 1.515, data_time: 0.007, memory: 7136, top1_acc: 0.5523, top5_acc: 0.7789, loss_cls: 1.9790, loss: 1.9790, grad_norm: 4.9809 2021-01-29 11:11:28,464 - mmaction - INFO - Epoch [20][940/3757] lr: 1.000e-02, eta: 6 days, 17:02:10, time: 1.399, data_time: 0.006, memory: 7136, top1_acc: 0.5445, top5_acc: 0.7898, loss_cls: 1.8896, loss: 1.8896, grad_norm: 5.0543 2021-01-29 11:12:00,464 - mmaction - INFO - Epoch [20][960/3757] lr: 1.000e-02, eta: 6 days, 17:01:05, time: 1.586, data_time: 0.010, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7672, loss_cls: 2.0147, loss: 2.0147, grad_norm: 5.1736 2021-01-29 11:12:38,708 - mmaction - INFO - Epoch [20][980/3757] lr: 1.000e-02, eta: 6 days, 17:00:27, time: 1.923, data_time: 0.028, memory: 7136, top1_acc: 0.5594, top5_acc: 0.7914, loss_cls: 1.8785, loss: 1.8785, grad_norm: 5.0007 2021-01-29 11:13:12,207 - mmaction - INFO - Epoch [20][1000/3757] lr: 1.000e-02, eta: 6 days, 16:59:29, time: 1.668, data_time: 0.015, memory: 7136, top1_acc: 0.5398, top5_acc: 0.7828, loss_cls: 1.9428, loss: 1.9428, grad_norm: 5.2779 2021-01-29 11:13:43,672 - mmaction - INFO - Epoch [20][1020/3757] lr: 1.000e-02, eta: 6 days, 16:58:23, time: 1.585, data_time: 0.022, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.0842, loss: 2.0842, grad_norm: 5.4328 2021-01-29 11:14:13,195 - mmaction - INFO - Epoch [20][1040/3757] lr: 1.000e-02, eta: 6 days, 16:57:09, time: 1.476, data_time: 0.008, memory: 7136, top1_acc: 0.5578, top5_acc: 0.7711, loss_cls: 1.8973, loss: 1.8973, grad_norm: 4.9538 2021-01-29 11:14:39,711 - mmaction - INFO - Epoch [20][1060/3757] lr: 1.000e-02, eta: 6 days, 16:55:41, time: 1.325, data_time: 0.011, memory: 7136, top1_acc: 0.5437, top5_acc: 0.7664, loss_cls: 1.9437, loss: 1.9437, grad_norm: 5.0444 2021-01-29 11:15:10,920 - mmaction - INFO - Epoch [20][1080/3757] lr: 1.000e-02, eta: 6 days, 16:54:34, time: 1.563, data_time: 0.013, memory: 7136, top1_acc: 0.5570, top5_acc: 0.7930, loss_cls: 1.8938, loss: 1.8938, grad_norm: 5.1437 2021-01-29 11:15:38,454 - mmaction - INFO - Epoch [20][1100/3757] lr: 1.000e-02, eta: 6 days, 16:53:11, time: 1.378, data_time: 0.013, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7523, loss_cls: 1.9463, loss: 1.9463, grad_norm: 5.1295 2021-01-29 11:16:10,060 - mmaction - INFO - Epoch [20][1120/3757] lr: 1.000e-02, eta: 6 days, 16:52:06, time: 1.581, data_time: 0.007, memory: 7136, top1_acc: 0.5547, top5_acc: 0.7789, loss_cls: 1.9205, loss: 1.9205, grad_norm: 5.0246 2021-01-29 11:16:56,581 - mmaction - INFO - Epoch [20][1140/3757] lr: 1.000e-02, eta: 6 days, 16:52:02, time: 2.318, data_time: 0.006, memory: 7136, top1_acc: 0.5305, top5_acc: 0.7852, loss_cls: 1.9332, loss: 1.9332, grad_norm: 5.0549 2021-01-29 11:17:21,301 - mmaction - INFO - Epoch [20][1160/3757] lr: 1.000e-02, eta: 6 days, 16:50:27, time: 1.233, data_time: 0.017, memory: 7136, top1_acc: 0.5578, top5_acc: 0.7586, loss_cls: 1.9351, loss: 1.9351, grad_norm: 4.9087 2021-01-29 11:17:46,727 - mmaction - INFO - Epoch [20][1180/3757] lr: 1.000e-02, eta: 6 days, 16:48:55, time: 1.273, data_time: 0.017, memory: 7136, top1_acc: 0.5680, top5_acc: 0.7953, loss_cls: 1.8322, loss: 1.8322, grad_norm: 5.2309 2021-01-29 11:18:18,517 - mmaction - INFO - Epoch [20][1200/3757] lr: 1.000e-02, eta: 6 days, 16:47:51, time: 1.599, data_time: 0.015, memory: 7136, top1_acc: 0.5180, top5_acc: 0.7609, loss_cls: 2.0414, loss: 2.0414, grad_norm: 5.4151 2021-01-29 11:18:41,929 - mmaction - INFO - Epoch [20][1220/3757] lr: 1.000e-02, eta: 6 days, 16:46:11, time: 1.168, data_time: 0.008, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7812, loss_cls: 1.9056, loss: 1.9056, grad_norm: 5.1159 2021-01-29 11:19:10,956 - mmaction - INFO - Epoch [20][1240/3757] lr: 1.000e-02, eta: 6 days, 16:44:55, time: 1.452, data_time: 0.007, memory: 7136, top1_acc: 0.5516, top5_acc: 0.7562, loss_cls: 2.0078, loss: 2.0078, grad_norm: 5.0278 2021-01-29 11:19:37,324 - mmaction - INFO - Epoch [20][1260/3757] lr: 1.000e-02, eta: 6 days, 16:43:25, time: 1.290, data_time: 0.008, memory: 7136, top1_acc: 0.5430, top5_acc: 0.7820, loss_cls: 1.9083, loss: 1.9083, grad_norm: 5.0081 2021-01-29 11:20:04,907 - mmaction - INFO - Epoch [20][1280/3757] lr: 1.000e-02, eta: 6 days, 16:42:04, time: 1.396, data_time: 0.038, memory: 7136, top1_acc: 0.5398, top5_acc: 0.7664, loss_cls: 1.9949, loss: 1.9949, grad_norm: 5.0610 2021-01-29 11:20:42,708 - mmaction - INFO - Epoch [20][1300/3757] lr: 1.000e-02, eta: 6 days, 16:41:25, time: 1.902, data_time: 0.018, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7672, loss_cls: 1.9307, loss: 1.9307, grad_norm: 5.1230 2021-01-29 11:21:16,215 - mmaction - INFO - Epoch [20][1320/3757] lr: 1.000e-02, eta: 6 days, 16:40:28, time: 1.679, data_time: 0.008, memory: 7136, top1_acc: 0.5539, top5_acc: 0.7727, loss_cls: 1.8947, loss: 1.8947, grad_norm: 5.1064 2021-01-29 11:21:46,242 - mmaction - INFO - Epoch [20][1340/3757] lr: 1.000e-02, eta: 6 days, 16:39:14, time: 1.488, data_time: 0.005, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7656, loss_cls: 1.9429, loss: 1.9429, grad_norm: 5.1797 2021-01-29 11:22:21,699 - mmaction - INFO - Epoch [20][1360/3757] lr: 1.000e-02, eta: 6 days, 16:38:26, time: 1.786, data_time: 0.018, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7695, loss_cls: 2.0006, loss: 2.0006, grad_norm: 5.2235 2021-01-29 11:22:55,457 - mmaction - INFO - Epoch [20][1380/3757] lr: 1.000e-02, eta: 6 days, 16:37:29, time: 1.685, data_time: 0.003, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7695, loss_cls: 2.0077, loss: 2.0077, grad_norm: 5.2801 2021-01-29 11:23:24,509 - mmaction - INFO - Epoch [20][1400/3757] lr: 1.000e-02, eta: 6 days, 16:36:13, time: 1.451, data_time: 0.006, memory: 7136, top1_acc: 0.5633, top5_acc: 0.7727, loss_cls: 1.8869, loss: 1.8869, grad_norm: 5.0501 2021-01-29 11:23:50,946 - mmaction - INFO - Epoch [20][1420/3757] lr: 1.000e-02, eta: 6 days, 16:34:46, time: 1.325, data_time: 0.007, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7617, loss_cls: 2.0055, loss: 2.0055, grad_norm: 5.3556 2021-01-29 11:24:14,930 - mmaction - INFO - Epoch [20][1440/3757] lr: 1.000e-02, eta: 6 days, 16:33:09, time: 1.201, data_time: 0.006, memory: 7136, top1_acc: 0.5250, top5_acc: 0.7805, loss_cls: 1.9034, loss: 1.9034, grad_norm: 5.1875 2021-01-29 11:24:33,950 - mmaction - INFO - Epoch [20][1460/3757] lr: 1.000e-02, eta: 6 days, 16:31:11, time: 0.947, data_time: 0.005, memory: 7136, top1_acc: 0.5531, top5_acc: 0.7773, loss_cls: 1.9207, loss: 1.9207, grad_norm: 5.1704 2021-01-29 11:24:59,356 - mmaction - INFO - Epoch [20][1480/3757] lr: 1.000e-02, eta: 6 days, 16:29:39, time: 1.262, data_time: 0.056, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7742, loss_cls: 1.9950, loss: 1.9950, grad_norm: 5.4905 2021-01-29 11:25:30,425 - mmaction - INFO - Epoch [20][1500/3757] lr: 1.000e-02, eta: 6 days, 16:28:30, time: 1.539, data_time: 0.015, memory: 7136, top1_acc: 0.5281, top5_acc: 0.7695, loss_cls: 2.0215, loss: 2.0215, grad_norm: 5.2818 2021-01-29 11:25:56,912 - mmaction - INFO - Epoch [20][1520/3757] lr: 1.000e-02, eta: 6 days, 16:27:05, time: 1.345, data_time: 0.030, memory: 7136, top1_acc: 0.5719, top5_acc: 0.7922, loss_cls: 1.8596, loss: 1.8596, grad_norm: 4.9005 2021-01-29 11:26:24,191 - mmaction - INFO - Epoch [20][1540/3757] lr: 1.000e-02, eta: 6 days, 16:25:42, time: 1.362, data_time: 0.011, memory: 7136, top1_acc: 0.5586, top5_acc: 0.7930, loss_cls: 1.8523, loss: 1.8523, grad_norm: 5.1998 2021-01-29 11:26:51,392 - mmaction - INFO - Epoch [20][1560/3757] lr: 1.000e-02, eta: 6 days, 16:24:19, time: 1.365, data_time: 0.010, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7648, loss_cls: 1.9999, loss: 1.9999, grad_norm: 5.3151 2021-01-29 11:27:20,981 - mmaction - INFO - Epoch [20][1580/3757] lr: 1.000e-02, eta: 6 days, 16:23:05, time: 1.483, data_time: 0.011, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7609, loss_cls: 1.9665, loss: 1.9665, grad_norm: 5.0179 2021-01-29 11:27:48,020 - mmaction - INFO - Epoch [20][1600/3757] lr: 1.000e-02, eta: 6 days, 16:21:40, time: 1.342, data_time: 0.004, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7891, loss_cls: 1.9414, loss: 1.9414, grad_norm: 5.1180 2021-01-29 11:28:11,469 - mmaction - INFO - Epoch [20][1620/3757] lr: 1.000e-02, eta: 6 days, 16:20:02, time: 1.180, data_time: 0.014, memory: 7136, top1_acc: 0.5437, top5_acc: 0.7867, loss_cls: 1.9185, loss: 1.9185, grad_norm: 5.1967 2021-01-29 11:28:42,011 - mmaction - INFO - Epoch [20][1640/3757] lr: 1.000e-02, eta: 6 days, 16:18:52, time: 1.526, data_time: 0.009, memory: 7136, top1_acc: 0.5539, top5_acc: 0.7906, loss_cls: 1.8400, loss: 1.8400, grad_norm: 5.1728 2021-01-29 11:29:05,306 - mmaction - INFO - Epoch [20][1660/3757] lr: 1.000e-02, eta: 6 days, 16:17:11, time: 1.148, data_time: 0.006, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7656, loss_cls: 1.9904, loss: 1.9904, grad_norm: 5.2599 2021-01-29 11:29:37,177 - mmaction - INFO - Epoch [20][1680/3757] lr: 1.000e-02, eta: 6 days, 16:16:09, time: 1.614, data_time: 0.023, memory: 7136, top1_acc: 0.5484, top5_acc: 0.7914, loss_cls: 1.8633, loss: 1.8633, grad_norm: 5.1926 2021-01-29 11:30:09,479 - mmaction - INFO - Epoch [20][1700/3757] lr: 1.000e-02, eta: 6 days, 16:15:07, time: 1.615, data_time: 0.005, memory: 7136, top1_acc: 0.5492, top5_acc: 0.7570, loss_cls: 1.9997, loss: 1.9997, grad_norm: 5.1792 2021-01-29 11:30:39,858 - mmaction - INFO - Epoch [20][1720/3757] lr: 1.000e-02, eta: 6 days, 16:13:56, time: 1.514, data_time: 0.001, memory: 7136, top1_acc: 0.5398, top5_acc: 0.7812, loss_cls: 1.9699, loss: 1.9699, grad_norm: 5.2804 2021-01-29 11:31:07,973 - mmaction - INFO - Epoch [20][1740/3757] lr: 1.000e-02, eta: 6 days, 16:12:35, time: 1.392, data_time: 0.006, memory: 7136, top1_acc: 0.5055, top5_acc: 0.7484, loss_cls: 2.1165, loss: 2.1165, grad_norm: 5.2065 2021-01-29 11:31:38,395 - mmaction - INFO - Epoch [20][1760/3757] lr: 1.000e-02, eta: 6 days, 16:11:27, time: 1.540, data_time: 0.032, memory: 7136, top1_acc: 0.5523, top5_acc: 0.7820, loss_cls: 1.9185, loss: 1.9185, grad_norm: 5.1527 2021-01-29 11:32:07,222 - mmaction - INFO - Epoch [20][1780/3757] lr: 1.000e-02, eta: 6 days, 16:10:08, time: 1.419, data_time: 0.004, memory: 7136, top1_acc: 0.5492, top5_acc: 0.7867, loss_cls: 1.9364, loss: 1.9364, grad_norm: 5.3609 2021-01-29 11:32:30,615 - mmaction - INFO - Epoch [20][1800/3757] lr: 1.000e-02, eta: 6 days, 16:08:30, time: 1.178, data_time: 0.026, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7727, loss_cls: 1.9854, loss: 1.9854, grad_norm: 5.2916 2021-01-29 11:33:08,617 - mmaction - INFO - Epoch [20][1820/3757] lr: 1.000e-02, eta: 6 days, 16:07:52, time: 1.904, data_time: 0.023, memory: 7136, top1_acc: 0.5523, top5_acc: 0.7664, loss_cls: 1.9602, loss: 1.9602, grad_norm: 5.2833 2021-01-29 11:33:42,750 - mmaction - INFO - Epoch [20][1840/3757] lr: 1.000e-02, eta: 6 days, 16:06:57, time: 1.699, data_time: 0.015, memory: 7136, top1_acc: 0.5383, top5_acc: 0.7820, loss_cls: 2.0062, loss: 2.0062, grad_norm: 5.2645 2021-01-29 11:34:10,541 - mmaction - INFO - Epoch [20][1860/3757] lr: 1.000e-02, eta: 6 days, 16:05:37, time: 1.399, data_time: 0.020, memory: 7136, top1_acc: 0.5508, top5_acc: 0.7805, loss_cls: 1.9317, loss: 1.9317, grad_norm: 5.0309 2021-01-29 11:34:44,893 - mmaction - INFO - Epoch [20][1880/3757] lr: 1.000e-02, eta: 6 days, 16:04:43, time: 1.714, data_time: 0.011, memory: 7136, top1_acc: 0.5461, top5_acc: 0.7711, loss_cls: 1.9632, loss: 1.9632, grad_norm: 5.2405 2021-01-29 11:35:17,287 - mmaction - INFO - Epoch [20][1900/3757] lr: 1.000e-02, eta: 6 days, 16:03:41, time: 1.616, data_time: 0.019, memory: 7136, top1_acc: 0.5219, top5_acc: 0.7742, loss_cls: 2.0532, loss: 2.0532, grad_norm: 5.3187 2021-01-29 11:35:42,175 - mmaction - INFO - Epoch [20][1920/3757] lr: 1.000e-02, eta: 6 days, 16:02:09, time: 1.259, data_time: 0.047, memory: 7136, top1_acc: 0.5484, top5_acc: 0.7695, loss_cls: 1.9672, loss: 1.9672, grad_norm: 5.0529 2021-01-29 11:36:14,265 - mmaction - INFO - Epoch [20][1940/3757] lr: 1.000e-02, eta: 6 days, 16:01:06, time: 1.602, data_time: 0.011, memory: 7136, top1_acc: 0.5516, top5_acc: 0.7930, loss_cls: 1.8493, loss: 1.8493, grad_norm: 5.0848 2021-01-29 11:36:51,939 - mmaction - INFO - Epoch [20][1960/3757] lr: 1.000e-02, eta: 6 days, 16:00:25, time: 1.863, data_time: 0.006, memory: 7136, top1_acc: 0.5539, top5_acc: 0.7664, loss_cls: 1.9563, loss: 1.9563, grad_norm: 5.0535 2021-01-29 11:37:19,497 - mmaction - INFO - Epoch [20][1980/3757] lr: 1.000e-02, eta: 6 days, 15:59:05, time: 1.398, data_time: 0.030, memory: 7136, top1_acc: 0.5570, top5_acc: 0.7836, loss_cls: 1.8896, loss: 1.8896, grad_norm: 5.1180 2021-01-29 11:37:51,210 - mmaction - INFO - Epoch [20][2000/3757] lr: 1.000e-02, eta: 6 days, 15:58:00, time: 1.576, data_time: 0.009, memory: 7136, top1_acc: 0.5414, top5_acc: 0.7750, loss_cls: 1.9250, loss: 1.9250, grad_norm: 5.2484 2021-01-29 11:38:31,652 - mmaction - INFO - Epoch [20][2020/3757] lr: 1.000e-02, eta: 6 days, 15:57:32, time: 2.035, data_time: 0.021, memory: 7136, top1_acc: 0.5469, top5_acc: 0.7898, loss_cls: 1.8921, loss: 1.8921, grad_norm: 5.2312 2021-01-29 11:38:53,971 - mmaction - INFO - Epoch [20][2040/3757] lr: 1.000e-02, eta: 6 days, 15:55:49, time: 1.117, data_time: 0.254, memory: 7136, top1_acc: 0.5477, top5_acc: 0.7711, loss_cls: 1.9072, loss: 1.9072, grad_norm: 5.3659 2021-01-29 11:39:57,936 - mmaction - INFO - Epoch [20][2060/3757] lr: 1.000e-02, eta: 6 days, 15:56:58, time: 3.199, data_time: 0.001, memory: 7136, top1_acc: 0.5484, top5_acc: 0.7969, loss_cls: 1.8383, loss: 1.8383, grad_norm: 5.1836 2021-01-29 11:40:25,346 - mmaction - INFO - Epoch [20][2080/3757] lr: 1.000e-02, eta: 6 days, 15:55:35, time: 1.370, data_time: 0.001, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7781, loss_cls: 1.9907, loss: 1.9907, grad_norm: 5.2691 2021-01-29 11:40:34,415 - mmaction - INFO - Epoch [20][2100/3757] lr: 1.000e-02, eta: 6 days, 15:52:58, time: 0.453, data_time: 0.001, memory: 7136, top1_acc: 0.5570, top5_acc: 0.7766, loss_cls: 1.9156, loss: 1.9156, grad_norm: 4.9326 2021-01-29 11:41:45,123 - mmaction - INFO - Epoch [20][2120/3757] lr: 1.000e-02, eta: 6 days, 15:54:34, time: 3.536, data_time: 0.002, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.0767, loss: 2.0767, grad_norm: 5.2262 2021-01-29 11:42:13,017 - mmaction - INFO - Epoch [20][2140/3757] lr: 1.000e-02, eta: 6 days, 15:53:14, time: 1.394, data_time: 0.002, memory: 7136, top1_acc: 0.5586, top5_acc: 0.7828, loss_cls: 1.8639, loss: 1.8639, grad_norm: 5.0372 2021-01-29 11:42:26,343 - mmaction - INFO - Epoch [20][2160/3757] lr: 1.000e-02, eta: 6 days, 15:50:54, time: 0.665, data_time: 0.002, memory: 7136, top1_acc: 0.5555, top5_acc: 0.7586, loss_cls: 2.0051, loss: 2.0051, grad_norm: 5.0732 2021-01-29 11:42:51,990 - mmaction - INFO - Epoch [20][2180/3757] lr: 1.000e-02, eta: 6 days, 15:49:24, time: 1.280, data_time: 0.003, memory: 7136, top1_acc: 0.5336, top5_acc: 0.7586, loss_cls: 2.0286, loss: 2.0286, grad_norm: 5.1808 2021-01-29 11:43:14,202 - mmaction - INFO - Epoch [20][2200/3757] lr: 1.000e-02, eta: 6 days, 15:47:41, time: 1.112, data_time: 0.009, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7844, loss_cls: 1.9488, loss: 1.9488, grad_norm: 5.1185 2021-01-29 11:43:54,355 - mmaction - INFO - Epoch [20][2220/3757] lr: 1.000e-02, eta: 6 days, 15:47:11, time: 2.004, data_time: 0.005, memory: 7136, top1_acc: 0.5375, top5_acc: 0.7930, loss_cls: 1.8791, loss: 1.8791, grad_norm: 5.0295 2021-01-29 11:44:19,722 - mmaction - INFO - Epoch [20][2240/3757] lr: 1.000e-02, eta: 6 days, 15:45:41, time: 1.269, data_time: 0.012, memory: 7136, top1_acc: 0.5359, top5_acc: 0.7578, loss_cls: 1.9591, loss: 1.9591, grad_norm: 5.1582 2021-01-29 11:44:51,263 - mmaction - INFO - Epoch [20][2260/3757] lr: 1.000e-02, eta: 6 days, 15:44:36, time: 1.575, data_time: 0.015, memory: 7136, top1_acc: 0.5195, top5_acc: 0.7727, loss_cls: 1.9910, loss: 1.9910, grad_norm: 5.1114 2021-01-29 11:45:28,274 - mmaction - INFO - Epoch [20][2280/3757] lr: 1.000e-02, eta: 6 days, 15:43:53, time: 1.849, data_time: 0.013, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7570, loss_cls: 1.9920, loss: 1.9920, grad_norm: 5.1544 2021-01-29 11:46:16,708 - mmaction - INFO - Epoch [20][2300/3757] lr: 1.000e-02, eta: 6 days, 15:43:57, time: 2.417, data_time: 0.259, memory: 7136, top1_acc: 0.5516, top5_acc: 0.7836, loss_cls: 1.8813, loss: 1.8813, grad_norm: 5.1037 2021-01-29 11:47:08,490 - mmaction - INFO - Epoch [20][2320/3757] lr: 1.000e-02, eta: 6 days, 15:44:17, time: 2.605, data_time: 0.902, memory: 7136, top1_acc: 0.5547, top5_acc: 0.7828, loss_cls: 1.8885, loss: 1.8885, grad_norm: 5.1064 2021-01-29 11:47:52,064 - mmaction - INFO - Epoch [20][2340/3757] lr: 1.000e-02, eta: 6 days, 15:44:01, time: 2.175, data_time: 0.108, memory: 7136, top1_acc: 0.5602, top5_acc: 0.7805, loss_cls: 1.9330, loss: 1.9330, grad_norm: 5.1364 2021-01-29 11:48:33,675 - mmaction - INFO - Epoch [20][2360/3757] lr: 1.000e-02, eta: 6 days, 15:43:36, time: 2.070, data_time: 0.106, memory: 7136, top1_acc: 0.5578, top5_acc: 0.7977, loss_cls: 1.8896, loss: 1.8896, grad_norm: 4.9948 2021-01-29 11:49:25,087 - mmaction - INFO - Epoch [20][2380/3757] lr: 1.000e-02, eta: 6 days, 15:43:54, time: 2.585, data_time: 0.017, memory: 7136, top1_acc: 0.5461, top5_acc: 0.7875, loss_cls: 1.9551, loss: 1.9551, grad_norm: 5.1082 2021-01-29 11:50:12,351 - mmaction - INFO - Epoch [20][2400/3757] lr: 1.000e-02, eta: 6 days, 15:43:53, time: 2.351, data_time: 0.368, memory: 7136, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9166, loss: 1.9166, grad_norm: 5.0120 2021-01-29 11:51:02,737 - mmaction - INFO - Epoch [20][2420/3757] lr: 1.000e-02, eta: 6 days, 15:44:05, time: 2.524, data_time: 0.282, memory: 7136, top1_acc: 0.5461, top5_acc: 0.7820, loss_cls: 1.9088, loss: 1.9088, grad_norm: 4.9855 2021-01-29 11:52:41,017 - mmaction - INFO - Epoch [20][2440/3757] lr: 1.000e-02, eta: 6 days, 15:47:34, time: 4.922, data_time: 0.009, memory: 7136, top1_acc: 0.5141, top5_acc: 0.7734, loss_cls: 1.9970, loss: 1.9970, grad_norm: 5.2467 2021-01-29 11:54:16,261 - mmaction - INFO - Epoch [20][2460/3757] lr: 1.000e-02, eta: 6 days, 15:50:48, time: 4.751, data_time: 0.008, memory: 7136, top1_acc: 0.5445, top5_acc: 0.7828, loss_cls: 1.8974, loss: 1.8974, grad_norm: 5.0629 2021-01-29 11:54:47,862 - mmaction - INFO - Epoch [20][2480/3757] lr: 1.000e-02, eta: 6 days, 15:49:42, time: 1.564, data_time: 0.014, memory: 7136, top1_acc: 0.5539, top5_acc: 0.7664, loss_cls: 1.9541, loss: 1.9541, grad_norm: 5.0201 2021-01-29 11:55:55,223 - mmaction - INFO - Epoch [20][2500/3757] lr: 1.000e-02, eta: 6 days, 15:51:06, time: 3.395, data_time: 0.030, memory: 7136, top1_acc: 0.5508, top5_acc: 0.7742, loss_cls: 1.9086, loss: 1.9086, grad_norm: 5.0364 2021-01-29 11:56:35,785 - mmaction - INFO - Epoch [20][2520/3757] lr: 1.000e-02, eta: 6 days, 15:50:37, time: 2.024, data_time: 0.003, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7602, loss_cls: 1.9902, loss: 1.9902, grad_norm: 5.2678 2021-01-29 11:57:09,586 - mmaction - INFO - Epoch [20][2540/3757] lr: 1.000e-02, eta: 6 days, 15:49:40, time: 1.677, data_time: 0.052, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7703, loss_cls: 1.9691, loss: 1.9691, grad_norm: 5.2994 2021-01-29 11:58:05,395 - mmaction - INFO - Epoch [20][2560/3757] lr: 1.000e-02, eta: 6 days, 15:50:15, time: 2.800, data_time: 0.590, memory: 7136, top1_acc: 0.5227, top5_acc: 0.7672, loss_cls: 1.9926, loss: 1.9926, grad_norm: 5.0974 2021-01-29 11:59:01,790 - mmaction - INFO - Epoch [20][2580/3757] lr: 1.000e-02, eta: 6 days, 15:50:51, time: 2.814, data_time: 0.130, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7844, loss_cls: 1.9331, loss: 1.9331, grad_norm: 5.1930 2021-01-29 11:59:32,835 - mmaction - INFO - Epoch [20][2600/3757] lr: 1.000e-02, eta: 6 days, 15:49:44, time: 1.552, data_time: 0.016, memory: 7136, top1_acc: 0.5297, top5_acc: 0.7711, loss_cls: 1.9771, loss: 1.9771, grad_norm: 5.0370 2021-01-29 12:00:21,329 - mmaction - INFO - Epoch [20][2620/3757] lr: 1.000e-02, eta: 6 days, 15:49:47, time: 2.413, data_time: 0.016, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7609, loss_cls: 2.0420, loss: 2.0420, grad_norm: 5.0485 2021-01-29 12:00:57,056 - mmaction - INFO - Epoch [20][2640/3757] lr: 1.000e-02, eta: 6 days, 15:49:01, time: 1.811, data_time: 0.033, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7703, loss_cls: 1.9737, loss: 1.9737, grad_norm: 5.1628 2021-01-29 12:01:41,806 - mmaction - INFO - Epoch [20][2660/3757] lr: 1.000e-02, eta: 6 days, 15:48:49, time: 2.227, data_time: 0.009, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7695, loss_cls: 2.0095, loss: 2.0095, grad_norm: 5.2477 2021-01-29 12:02:26,092 - mmaction - INFO - Epoch [20][2680/3757] lr: 1.000e-02, eta: 6 days, 15:48:36, time: 2.221, data_time: 0.021, memory: 7136, top1_acc: 0.5289, top5_acc: 0.7750, loss_cls: 1.9321, loss: 1.9321, grad_norm: 5.1548 2021-01-29 12:03:28,115 - mmaction - INFO - Epoch [20][2700/3757] lr: 1.000e-02, eta: 6 days, 15:49:36, time: 3.107, data_time: 0.267, memory: 7136, top1_acc: 0.5430, top5_acc: 0.7586, loss_cls: 1.9927, loss: 1.9927, grad_norm: 5.0969 2021-01-29 12:04:16,633 - mmaction - INFO - Epoch [20][2720/3757] lr: 1.000e-02, eta: 6 days, 15:49:39, time: 2.421, data_time: 0.005, memory: 7136, top1_acc: 0.5461, top5_acc: 0.7891, loss_cls: 1.8556, loss: 1.8556, grad_norm: 5.0039 2021-01-29 12:04:54,925 - mmaction - INFO - Epoch [20][2740/3757] lr: 1.000e-02, eta: 6 days, 15:49:01, time: 1.912, data_time: 0.008, memory: 7136, top1_acc: 0.5039, top5_acc: 0.7562, loss_cls: 2.0823, loss: 2.0823, grad_norm: 5.1715 2021-01-29 12:06:28,242 - mmaction - INFO - Epoch [20][2760/3757] lr: 1.000e-02, eta: 6 days, 15:52:07, time: 4.664, data_time: 0.012, memory: 7136, top1_acc: 0.5273, top5_acc: 0.7656, loss_cls: 2.0151, loss: 2.0151, grad_norm: 5.0167 2021-01-29 12:07:27,153 - mmaction - INFO - Epoch [20][2780/3757] lr: 1.000e-02, eta: 6 days, 15:52:53, time: 2.944, data_time: 0.020, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7578, loss_cls: 2.0523, loss: 2.0523, grad_norm: 5.1010 2021-01-29 12:08:08,876 - mmaction - INFO - Epoch [20][2800/3757] lr: 1.000e-02, eta: 6 days, 15:52:29, time: 2.073, data_time: 0.032, memory: 7136, top1_acc: 0.5641, top5_acc: 0.7711, loss_cls: 1.9381, loss: 1.9381, grad_norm: 5.0027 2021-01-29 12:09:00,716 - mmaction - INFO - Epoch [20][2820/3757] lr: 1.000e-02, eta: 6 days, 15:52:47, time: 2.608, data_time: 0.037, memory: 7136, top1_acc: 0.5555, top5_acc: 0.7891, loss_cls: 1.8773, loss: 1.8773, grad_norm: 5.0828 2021-01-29 12:11:10,863 - mmaction - INFO - Epoch [20][2840/3757] lr: 1.000e-02, eta: 6 days, 15:58:22, time: 6.506, data_time: 0.009, memory: 7136, top1_acc: 0.5547, top5_acc: 0.7625, loss_cls: 1.9527, loss: 1.9527, grad_norm: 5.1043 2021-01-29 12:11:57,380 - mmaction - INFO - Epoch [20][2860/3757] lr: 1.000e-02, eta: 6 days, 15:58:17, time: 2.312, data_time: 0.019, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7727, loss_cls: 1.9484, loss: 1.9484, grad_norm: 5.1900 2021-01-29 12:13:00,519 - mmaction - INFO - Epoch [20][2880/3757] lr: 1.000e-02, eta: 6 days, 15:59:22, time: 3.178, data_time: 0.025, memory: 7136, top1_acc: 0.5344, top5_acc: 0.7727, loss_cls: 1.9541, loss: 1.9541, grad_norm: 5.2111 2021-01-29 12:13:59,829 - mmaction - INFO - Epoch [20][2900/3757] lr: 1.000e-02, eta: 6 days, 16:00:09, time: 2.965, data_time: 0.109, memory: 7136, top1_acc: 0.5422, top5_acc: 0.7727, loss_cls: 1.9406, loss: 1.9406, grad_norm: 5.1011 2021-01-29 12:15:56,919 - mmaction - INFO - Epoch [20][2920/3757] lr: 1.000e-02, eta: 6 days, 16:04:51, time: 5.856, data_time: 0.007, memory: 7136, top1_acc: 0.5492, top5_acc: 0.7609, loss_cls: 2.0220, loss: 2.0220, grad_norm: 5.1474 2021-01-29 12:16:45,364 - mmaction - INFO - Epoch [20][2940/3757] lr: 1.000e-02, eta: 6 days, 16:04:53, time: 2.408, data_time: 0.011, memory: 7136, top1_acc: 0.5258, top5_acc: 0.7734, loss_cls: 1.9619, loss: 1.9619, grad_norm: 5.0292 2021-01-29 12:17:48,814 - mmaction - INFO - Epoch [20][2960/3757] lr: 1.000e-02, eta: 6 days, 16:05:56, time: 3.170, data_time: 0.019, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7781, loss_cls: 1.9585, loss: 1.9585, grad_norm: 4.9832 2021-01-29 12:18:42,542 - mmaction - INFO - Epoch [20][2980/3757] lr: 1.000e-02, eta: 6 days, 16:06:20, time: 2.674, data_time: 0.019, memory: 7136, top1_acc: 0.5664, top5_acc: 0.7961, loss_cls: 1.7983, loss: 1.7983, grad_norm: 4.9085 2021-01-29 12:19:49,783 - mmaction - INFO - Epoch [20][3000/3757] lr: 1.000e-02, eta: 6 days, 16:07:41, time: 3.389, data_time: 0.033, memory: 7136, top1_acc: 0.5398, top5_acc: 0.7703, loss_cls: 1.9607, loss: 1.9607, grad_norm: 5.1372 2021-01-29 12:20:50,661 - mmaction - INFO - Epoch [20][3020/3757] lr: 1.000e-02, eta: 6 days, 16:08:34, time: 3.037, data_time: 0.004, memory: 7136, top1_acc: 0.5242, top5_acc: 0.7398, loss_cls: 2.1468, loss: 2.1468, grad_norm: 5.2236 2021-01-29 12:21:22,349 - mmaction - INFO - Epoch [20][3040/3757] lr: 1.000e-02, eta: 6 days, 16:07:28, time: 1.567, data_time: 0.009, memory: 7136, top1_acc: 0.5477, top5_acc: 0.7805, loss_cls: 1.9417, loss: 1.9417, grad_norm: 5.1150 2021-01-29 12:21:51,152 - mmaction - INFO - Epoch [20][3060/3757] lr: 1.000e-02, eta: 6 days, 16:06:13, time: 1.460, data_time: 0.026, memory: 7136, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.0452, loss: 2.0452, grad_norm: 5.4364 2021-01-29 12:22:21,845 - mmaction - INFO - Epoch [20][3080/3757] lr: 1.000e-02, eta: 6 days, 16:05:04, time: 1.540, data_time: 0.008, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7703, loss_cls: 1.9904, loss: 1.9904, grad_norm: 5.0655 2021-01-29 12:23:18,338 - mmaction - INFO - Epoch [20][3100/3757] lr: 1.000e-02, eta: 6 days, 16:05:39, time: 2.815, data_time: 0.006, memory: 7136, top1_acc: 0.5328, top5_acc: 0.7680, loss_cls: 1.9727, loss: 1.9727, grad_norm: 5.2448 2021-01-29 12:23:51,216 - mmaction - INFO - Epoch [20][3120/3757] lr: 1.000e-02, eta: 6 days, 16:04:39, time: 1.649, data_time: 0.013, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7664, loss_cls: 1.9944, loss: 1.9944, grad_norm: 5.2373 2021-01-29 12:25:03,319 - mmaction - INFO - Epoch [20][3140/3757] lr: 1.000e-02, eta: 6 days, 16:06:18, time: 3.601, data_time: 0.490, memory: 7136, top1_acc: 0.5570, top5_acc: 0.7641, loss_cls: 1.9627, loss: 1.9627, grad_norm: 4.9130 2021-01-29 12:25:53,298 - mmaction - INFO - Epoch [20][3160/3757] lr: 1.000e-02, eta: 6 days, 16:06:27, time: 2.503, data_time: 0.236, memory: 7136, top1_acc: 0.5336, top5_acc: 0.7617, loss_cls: 1.9897, loss: 1.9897, grad_norm: 5.1471 2021-01-29 12:26:19,027 - mmaction - INFO - Epoch [20][3180/3757] lr: 1.000e-02, eta: 6 days, 16:04:57, time: 1.270, data_time: 0.006, memory: 7136, top1_acc: 0.5398, top5_acc: 0.7750, loss_cls: 1.9638, loss: 1.9638, grad_norm: 5.1045 2021-01-29 12:27:13,965 - mmaction - INFO - Epoch [20][3200/3757] lr: 1.000e-02, eta: 6 days, 16:05:26, time: 2.750, data_time: 0.744, memory: 7136, top1_acc: 0.5398, top5_acc: 0.7719, loss_cls: 1.9460, loss: 1.9460, grad_norm: 5.0263 2021-01-29 12:27:59,251 - mmaction - INFO - Epoch [20][3220/3757] lr: 1.000e-02, eta: 6 days, 16:05:17, time: 2.281, data_time: 0.040, memory: 7136, top1_acc: 0.5398, top5_acc: 0.7703, loss_cls: 1.9304, loss: 1.9304, grad_norm: 5.0205 2021-01-29 12:28:38,362 - mmaction - INFO - Epoch [20][3240/3757] lr: 1.000e-02, eta: 6 days, 16:04:41, time: 1.938, data_time: 0.010, memory: 7136, top1_acc: 0.5414, top5_acc: 0.7781, loss_cls: 1.9283, loss: 1.9283, grad_norm: 5.2141 2021-01-29 12:29:19,910 - mmaction - INFO - Epoch [20][3260/3757] lr: 1.000e-02, eta: 6 days, 16:04:16, time: 2.086, data_time: 0.019, memory: 7136, top1_acc: 0.5414, top5_acc: 0.7727, loss_cls: 1.9841, loss: 1.9841, grad_norm: 5.2034 2021-01-29 12:30:20,724 - mmaction - INFO - Epoch [20][3280/3757] lr: 1.000e-02, eta: 6 days, 16:05:10, time: 3.049, data_time: 0.583, memory: 7136, top1_acc: 0.5461, top5_acc: 0.7844, loss_cls: 1.9248, loss: 1.9248, grad_norm: 5.1108 2021-01-29 12:30:58,282 - mmaction - INFO - Epoch [20][3300/3757] lr: 1.000e-02, eta: 6 days, 16:04:28, time: 1.867, data_time: 0.008, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7758, loss_cls: 1.9148, loss: 1.9148, grad_norm: 5.2720 2021-01-29 12:31:47,766 - mmaction - INFO - Epoch [20][3320/3757] lr: 1.000e-02, eta: 6 days, 16:04:34, time: 2.470, data_time: 0.012, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7648, loss_cls: 1.9955, loss: 1.9955, grad_norm: 5.1928 2021-01-29 12:32:20,027 - mmaction - INFO - Epoch [20][3340/3757] lr: 1.000e-02, eta: 6 days, 16:03:32, time: 1.622, data_time: 0.016, memory: 7136, top1_acc: 0.5570, top5_acc: 0.7852, loss_cls: 1.9030, loss: 1.9030, grad_norm: 5.1905 2021-01-29 12:32:52,899 - mmaction - INFO - Epoch [20][3360/3757] lr: 1.000e-02, eta: 6 days, 16:02:32, time: 1.642, data_time: 0.012, memory: 7136, top1_acc: 0.5367, top5_acc: 0.7695, loss_cls: 1.9915, loss: 1.9915, grad_norm: 5.1869 2021-01-29 12:33:30,669 - mmaction - INFO - Epoch [20][3380/3757] lr: 1.000e-02, eta: 6 days, 16:01:52, time: 1.890, data_time: 0.013, memory: 7136, top1_acc: 0.5586, top5_acc: 0.7664, loss_cls: 1.9310, loss: 1.9310, grad_norm: 5.0351 2021-01-29 12:34:06,771 - mmaction - INFO - Epoch [20][3400/3757] lr: 1.000e-02, eta: 6 days, 16:01:04, time: 1.799, data_time: 0.011, memory: 7136, top1_acc: 0.5312, top5_acc: 0.7852, loss_cls: 1.9843, loss: 1.9843, grad_norm: 5.2548 2021-01-29 12:34:37,412 - mmaction - INFO - Epoch [20][3420/3757] lr: 1.000e-02, eta: 6 days, 15:59:55, time: 1.533, data_time: 0.014, memory: 7136, top1_acc: 0.5492, top5_acc: 0.7719, loss_cls: 1.9406, loss: 1.9406, grad_norm: 5.0985 2021-01-29 12:35:04,617 - mmaction - INFO - Epoch [20][3440/3757] lr: 1.000e-02, eta: 6 days, 15:58:33, time: 1.365, data_time: 0.015, memory: 7136, top1_acc: 0.5352, top5_acc: 0.7750, loss_cls: 1.9936, loss: 1.9936, grad_norm: 5.2779 2021-01-29 12:35:41,377 - mmaction - INFO - Epoch [20][3460/3757] lr: 1.000e-02, eta: 6 days, 15:57:49, time: 1.845, data_time: 0.011, memory: 7136, top1_acc: 0.5453, top5_acc: 0.7812, loss_cls: 1.8994, loss: 1.8994, grad_norm: 4.9543 2021-01-29 12:36:23,604 - mmaction - INFO - Epoch [20][3480/3757] lr: 1.000e-02, eta: 6 days, 15:57:25, time: 2.095, data_time: 0.351, memory: 7136, top1_acc: 0.5406, top5_acc: 0.7773, loss_cls: 1.9757, loss: 1.9757, grad_norm: 5.1006 2021-01-29 12:36:52,314 - mmaction - INFO - Epoch [20][3500/3757] lr: 1.000e-02, eta: 6 days, 15:56:09, time: 1.447, data_time: 0.027, memory: 7136, top1_acc: 0.5484, top5_acc: 0.7836, loss_cls: 1.9578, loss: 1.9578, grad_norm: 5.2214 2021-01-29 12:37:30,481 - mmaction - INFO - Epoch [20][3520/3757] lr: 1.000e-02, eta: 6 days, 15:55:31, time: 1.907, data_time: 0.041, memory: 7136, top1_acc: 0.5211, top5_acc: 0.7633, loss_cls: 1.9878, loss: 1.9878, grad_norm: 5.2917 2021-01-29 12:38:14,529 - mmaction - INFO - Epoch [20][3540/3757] lr: 1.000e-02, eta: 6 days, 15:55:13, time: 2.176, data_time: 0.301, memory: 7136, top1_acc: 0.4953, top5_acc: 0.7484, loss_cls: 2.0813, loss: 2.0813, grad_norm: 5.3226 2021-01-29 12:39:00,554 - mmaction - INFO - Epoch [20][3560/3757] lr: 1.000e-02, eta: 6 days, 15:55:08, time: 2.328, data_time: 0.055, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7812, loss_cls: 1.9841, loss: 1.9841, grad_norm: 5.1481 2021-01-29 12:40:06,579 - mmaction - INFO - Epoch [20][3580/3757] lr: 1.000e-02, eta: 6 days, 15:56:20, time: 3.285, data_time: 1.534, memory: 7136, top1_acc: 0.5320, top5_acc: 0.7602, loss_cls: 2.0091, loss: 2.0091, grad_norm: 5.3698 2021-01-29 12:40:42,379 - mmaction - INFO - Epoch [20][3600/3757] lr: 1.000e-02, eta: 6 days, 15:55:33, time: 1.803, data_time: 0.034, memory: 7136, top1_acc: 0.5398, top5_acc: 0.7516, loss_cls: 2.0276, loss: 2.0276, grad_norm: 5.1868 2021-01-29 12:41:19,868 - mmaction - INFO - Epoch [20][3620/3757] lr: 1.000e-02, eta: 6 days, 15:54:52, time: 1.882, data_time: 0.179, memory: 7136, top1_acc: 0.5070, top5_acc: 0.7750, loss_cls: 2.0444, loss: 2.0444, grad_norm: 5.2359 2021-02-03 12:04:10,921 - 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: TITAN Xp CUDA_HOME: /mnt/lustre/share/polaris/dep/cuda-9.0-cudnn7.6.5 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GCC: gcc (GCC) 5.4.0 PyTorch: 1.5.0 PyTorch compiling details: PyTorch built with: - GCC 5.4 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.1 Product Build 20200208 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 912ce228837d1ce28e1a61806118835de03f5751) - OpenMP 201307 (a.k.a. OpenMP 4.0) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_70,code=compute_70 - CuDNN 7.6.5 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DNDEBUG -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DUSE_INTERNAL_THREADPOOL_IMPL -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.6.0 OpenCV: 4.2.0 MMCV: 1.2.6 MMCV Compiler: GCC 5.4 MMCV CUDA Compiler: 9.0 MMAction2: 0.10.0+a7afadf ------------------------------------------------------------ 2021-02-03 12:04:10,948 - mmaction - INFO - Distributed training: True 2021-02-03 12:04:10,948 - mmaction - INFO - Config: /mnt/lustre/huangbinkun/mmaction2/configs/recognition/tanet/tanet_r50_dense_1x1x8_100e_kinetics400_rgb.py # model settings model = dict( type='Recognizer2D', backbone=dict( type='TANet', pretrained='torchvision://resnet50', depth=50, num_segments=8, tam_cfg=dict()), 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)) train_cfg = None test_cfg = dict(average_clips='prob') # dataset settings dataset_type = 'RawframeDataset' data_root = 'data/kinetics400/rawframes_train' data_root_val = 'data/kinetics400/rawframes_val' ann_file_train = 'data/kinetics400/kinetics400_train_list_rawframes.txt' ann_file_val = 'data/kinetics400/kinetics400_val_list_rawframes.txt' ann_file_test = 'data/kinetics400/kinetics400_val_list_rawframes.txt' 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') img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ dict(type='DenseSampleFrames', clip_len=1, frame_interval=1, num_clips=8), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), 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', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='DenseSampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='DenseSampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), 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=4), test_dataloader=dict(videos_per_gpu=4), train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', constructor='TSMOptimizerConstructor', paramwise_cfg=dict(fc_lr5=True), lr=0.01, # this lr is used for 8 gpus momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=20, norm_type=2)) # learning policy lr_config = dict(policy='step', step=[50, 75, 90]) total_epochs = 100 checkpoint_config = dict(interval=2) evaluation = dict( interval=2, metrics=['top_k_accuracy', 'mean_class_accuracy']) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/tanet_r50_dense_1x1x8_100e_kinetics400_rgb/' load_from = None resume_from = None workflow = [('train', 1)] 2021-02-03 12:04:18,242 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.bias', 'fc.weight'} 2021-02-03 12:04:20,706 - mmaction - INFO - load checkpoint from work_dirs/tanet_r50_dense_1x1x8_100e_kinetics400_rgb/20210126_151312/latest.pth 2021-02-03 12:04:22,099 - mmaction - INFO - resumed epoch 18, iter 67626 2021-02-03 12:04:22,102 - mmaction - INFO - Start running, host: huangbinkun@SH-IDC2-172-20-20-68, work_dir: /mnt/lustre/huangbinkun/mmaction2/work_dirs/tanet_r50_dense_1x1x8_100e_kinetics400_rgb/20210203_120202 2021-02-03 12:04:22,102 - mmaction - INFO - workflow: [('train', 1)], max: 100 epochs 2021-02-03 12:04:54,691 - mmaction - INFO - Epoch [19][20/3757] lr: 1.000e-02, eta: 5 days, 19:17:47, time: 1.628, data_time: 0.984, memory: 7140, top1_acc: 0.5328, top5_acc: 0.7703, loss_cls: 1.9555, loss: 1.9555, grad_norm: 5.0797 2021-02-03 12:05:03,870 - mmaction - INFO - Epoch [19][40/3757] lr: 1.000e-02, eta: 3 days, 17:17:16, time: 0.459, data_time: 0.007, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7883, loss_cls: 1.8670, loss: 1.8670, grad_norm: 4.9462 2021-02-03 12:05:13,040 - mmaction - INFO - Epoch [19][60/3757] lr: 1.000e-02, eta: 3 days, 0:37:07, time: 0.459, data_time: 0.007, memory: 7140, top1_acc: 0.5281, top5_acc: 0.7812, loss_cls: 1.9704, loss: 1.9704, grad_norm: 5.3141 2021-02-03 12:05:22,181 - mmaction - INFO - Epoch [19][80/3757] lr: 1.000e-02, eta: 2 days, 16:13:19, time: 0.456, data_time: 0.000, memory: 7140, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 1.9915, loss: 1.9915, grad_norm: 5.1577 2021-02-03 12:05:31,339 - mmaction - INFO - Epoch [19][100/3757] lr: 1.000e-02, eta: 2 days, 11:12:25, time: 0.458, data_time: 0.001, memory: 7140, top1_acc: 0.5289, top5_acc: 0.7781, loss_cls: 1.9894, loss: 1.9894, grad_norm: 5.2440 2021-02-03 12:05:40,491 - mmaction - INFO - Epoch [19][120/3757] lr: 1.000e-02, eta: 2 days, 7:52:05, time: 0.458, data_time: 0.001, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7641, loss_cls: 1.9436, loss: 1.9436, grad_norm: 4.8826 2021-02-03 12:05:49,641 - mmaction - INFO - Epoch [19][140/3757] lr: 1.000e-02, eta: 2 days, 5:28:19, time: 0.457, data_time: 0.001, memory: 7140, top1_acc: 0.5500, top5_acc: 0.7797, loss_cls: 1.9036, loss: 1.9036, grad_norm: 5.3826 2021-02-03 12:05:58,789 - mmaction - INFO - Epoch [19][160/3757] lr: 1.000e-02, eta: 2 days, 3:40:42, time: 0.458, data_time: 0.001, memory: 7140, top1_acc: 0.5391, top5_acc: 0.7750, loss_cls: 1.9135, loss: 1.9135, grad_norm: 5.3553 2021-02-03 12:06:07,938 - mmaction - INFO - Epoch [19][180/3757] lr: 1.000e-02, eta: 2 days, 2:16:31, time: 0.457, data_time: 0.001, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7859, loss_cls: 1.9094, loss: 1.9094, grad_norm: 5.0636 2021-02-03 12:06:17,116 - mmaction - INFO - Epoch [19][200/3757] lr: 1.000e-02, eta: 2 days, 1:10:23, time: 0.459, data_time: 0.001, memory: 7140, top1_acc: 0.5602, top5_acc: 0.7727, loss_cls: 1.9414, loss: 1.9414, grad_norm: 5.1213 2021-02-03 12:06:26,339 - mmaction - INFO - Epoch [19][220/3757] lr: 1.000e-02, eta: 2 days, 0:16:52, time: 0.461, data_time: 0.000, memory: 7140, top1_acc: 0.5242, top5_acc: 0.7531, loss_cls: 1.9908, loss: 1.9908, grad_norm: 5.1160 2021-02-03 12:06:35,537 - mmaction - INFO - Epoch [19][240/3757] lr: 1.000e-02, eta: 1 day, 23:31:55, time: 0.460, data_time: 0.001, memory: 7140, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0275, loss: 2.0275, grad_norm: 5.3398 2021-02-03 12:06:44,740 - mmaction - INFO - Epoch [19][260/3757] lr: 1.000e-02, eta: 1 day, 22:54:03, time: 0.460, data_time: 0.001, memory: 7140, top1_acc: 0.5336, top5_acc: 0.7711, loss_cls: 1.9520, loss: 1.9520, grad_norm: 5.1864 2021-02-03 12:06:53,983 - mmaction - INFO - Epoch [19][280/3757] lr: 1.000e-02, eta: 1 day, 22:22:19, time: 0.462, data_time: 0.001, memory: 7140, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 2.0042, loss: 2.0042, grad_norm: 5.3890 2021-02-03 12:07:03,225 - mmaction - INFO - Epoch [19][300/3757] lr: 1.000e-02, eta: 1 day, 21:54:38, time: 0.462, data_time: 0.000, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7750, loss_cls: 1.9408, loss: 1.9408, grad_norm: 5.0487 2021-02-03 12:07:12,409 - mmaction - INFO - Epoch [19][320/3757] lr: 1.000e-02, eta: 1 day, 21:29:33, time: 0.459, data_time: 0.001, memory: 7140, top1_acc: 0.5492, top5_acc: 0.7617, loss_cls: 1.9790, loss: 1.9790, grad_norm: 5.2039 2021-02-03 12:07:21,612 - mmaction - INFO - Epoch [19][340/3757] lr: 1.000e-02, eta: 1 day, 21:07:38, time: 0.460, data_time: 0.000, memory: 7140, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.0485, loss: 2.0485, grad_norm: 5.3192 2021-02-03 12:07:30,916 - mmaction - INFO - Epoch [19][360/3757] lr: 1.000e-02, eta: 1 day, 20:49:20, time: 0.464, data_time: 0.001, memory: 7140, top1_acc: 0.5195, top5_acc: 0.7633, loss_cls: 2.0326, loss: 2.0326, grad_norm: 5.2471 2021-02-03 12:07:40,237 - mmaction - INFO - Epoch [19][380/3757] lr: 1.000e-02, eta: 1 day, 20:33:33, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5297, top5_acc: 0.7664, loss_cls: 1.9575, loss: 1.9575, grad_norm: 4.9787 2021-02-03 12:07:49,644 - mmaction - INFO - Epoch [19][400/3757] lr: 1.000e-02, eta: 1 day, 20:20:10, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5508, top5_acc: 0.7750, loss_cls: 1.9146, loss: 1.9146, grad_norm: 4.9899 2021-02-03 12:07:58,922 - mmaction - INFO - Epoch [19][420/3757] lr: 1.000e-02, eta: 1 day, 20:06:49, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5563, top5_acc: 0.7711, loss_cls: 1.9032, loss: 1.9032, grad_norm: 5.0443 2021-02-03 12:08:08,208 - mmaction - INFO - Epoch [19][440/3757] lr: 1.000e-02, eta: 1 day, 19:54:21, time: 0.463, data_time: 0.000, memory: 7140, top1_acc: 0.5539, top5_acc: 0.7797, loss_cls: 1.8517, loss: 1.8517, grad_norm: 5.0576 2021-02-03 12:08:17,450 - mmaction - INFO - Epoch [19][460/3757] lr: 1.000e-02, eta: 1 day, 19:42:51, time: 0.463, data_time: 0.001, memory: 7140, top1_acc: 0.5609, top5_acc: 0.7906, loss_cls: 1.8379, loss: 1.8379, grad_norm: 5.1829 2021-02-03 12:08:26,927 - mmaction - INFO - Epoch [19][480/3757] lr: 1.000e-02, eta: 1 day, 19:34:36, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5406, top5_acc: 0.7789, loss_cls: 1.9738, loss: 1.9738, grad_norm: 5.2174 2021-02-03 12:08:36,347 - mmaction - INFO - Epoch [19][500/3757] lr: 1.000e-02, eta: 1 day, 19:26:26, time: 0.471, data_time: 0.000, memory: 7140, top1_acc: 0.5289, top5_acc: 0.7734, loss_cls: 1.9874, loss: 1.9874, grad_norm: 5.3885 2021-02-03 12:08:45,756 - mmaction - INFO - Epoch [19][520/3757] lr: 1.000e-02, eta: 1 day, 19:18:45, time: 0.470, data_time: 0.006, memory: 7140, top1_acc: 0.5375, top5_acc: 0.8078, loss_cls: 1.8798, loss: 1.8798, grad_norm: 5.3055 2021-02-03 12:08:55,167 - mmaction - INFO - Epoch [19][540/3757] lr: 1.000e-02, eta: 1 day, 19:11:33, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5352, top5_acc: 0.7617, loss_cls: 1.9802, loss: 1.9802, grad_norm: 4.9392 2021-02-03 12:09:04,585 - mmaction - INFO - Epoch [19][560/3757] lr: 1.000e-02, eta: 1 day, 19:05:09, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5531, top5_acc: 0.7789, loss_cls: 1.9451, loss: 1.9451, grad_norm: 5.1842 2021-02-03 12:09:13,974 - mmaction - INFO - Epoch [19][580/3757] lr: 1.000e-02, eta: 1 day, 18:58:46, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7625, loss_cls: 1.9674, loss: 1.9674, grad_norm: 5.0352 2021-02-03 12:09:23,306 - mmaction - INFO - Epoch [19][600/3757] lr: 1.000e-02, eta: 1 day, 18:52:18, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5328, top5_acc: 0.7641, loss_cls: 1.9965, loss: 1.9965, grad_norm: 5.1370 2021-02-03 12:09:32,595 - mmaction - INFO - Epoch [19][620/3757] lr: 1.000e-02, eta: 1 day, 18:45:52, time: 0.464, data_time: 0.001, memory: 7140, top1_acc: 0.5477, top5_acc: 0.7867, loss_cls: 1.8871, loss: 1.8871, grad_norm: 5.1718 2021-02-03 12:09:41,953 - mmaction - INFO - Epoch [19][640/3757] lr: 1.000e-02, eta: 1 day, 18:40:28, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5406, top5_acc: 0.7742, loss_cls: 1.9295, loss: 1.9295, grad_norm: 5.0739 2021-02-03 12:09:51,285 - mmaction - INFO - Epoch [19][660/3757] lr: 1.000e-02, eta: 1 day, 18:35:16, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5555, top5_acc: 0.7898, loss_cls: 1.8543, loss: 1.8543, grad_norm: 5.2005 2021-02-03 12:10:00,512 - mmaction - INFO - Epoch [19][680/3757] lr: 1.000e-02, eta: 1 day, 18:29:22, time: 0.461, data_time: 0.000, memory: 7140, top1_acc: 0.5172, top5_acc: 0.7633, loss_cls: 2.0215, loss: 2.0215, grad_norm: 5.0862 2021-02-03 12:10:09,922 - mmaction - INFO - Epoch [19][700/3757] lr: 1.000e-02, eta: 1 day, 18:25:20, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5727, top5_acc: 0.7953, loss_cls: 1.8018, loss: 1.8018, grad_norm: 4.8045 2021-02-03 12:10:19,335 - mmaction - INFO - Epoch [19][720/3757] lr: 1.000e-02, eta: 1 day, 18:21:26, time: 0.471, data_time: 0.000, memory: 7140, top1_acc: 0.5281, top5_acc: 0.7797, loss_cls: 2.0187, loss: 2.0187, grad_norm: 5.3493 2021-02-03 12:10:28,756 - mmaction - INFO - Epoch [19][740/3757] lr: 1.000e-02, eta: 1 day, 18:17:47, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5352, top5_acc: 0.7711, loss_cls: 1.9784, loss: 1.9784, grad_norm: 5.3138 2021-02-03 12:10:38,043 - mmaction - INFO - Epoch [19][760/3757] lr: 1.000e-02, eta: 1 day, 18:13:22, time: 0.464, data_time: 0.001, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7727, loss_cls: 1.9475, loss: 1.9475, grad_norm: 5.2150 2021-02-03 12:10:47,550 - mmaction - INFO - Epoch [19][780/3757] lr: 1.000e-02, eta: 1 day, 18:10:38, time: 0.475, data_time: 0.001, memory: 7140, top1_acc: 0.5258, top5_acc: 0.7742, loss_cls: 2.0023, loss: 2.0023, grad_norm: 5.1138 2021-02-03 12:10:56,979 - mmaction - INFO - Epoch [19][800/3757] lr: 1.000e-02, eta: 1 day, 18:07:40, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5430, top5_acc: 0.7617, loss_cls: 1.9548, loss: 1.9548, grad_norm: 5.2215 2021-02-03 12:11:06,389 - mmaction - INFO - Epoch [19][820/3757] lr: 1.000e-02, eta: 1 day, 18:04:36, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5359, top5_acc: 0.7719, loss_cls: 1.9503, loss: 1.9503, grad_norm: 4.9536 2021-02-03 12:11:15,937 - mmaction - INFO - Epoch [19][840/3757] lr: 1.000e-02, eta: 1 day, 18:02:27, time: 0.477, data_time: 0.001, memory: 7140, top1_acc: 0.5234, top5_acc: 0.7711, loss_cls: 1.9356, loss: 1.9356, grad_norm: 5.1670 2021-02-03 12:11:25,315 - mmaction - INFO - Epoch [19][860/3757] lr: 1.000e-02, eta: 1 day, 17:59:28, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5141, top5_acc: 0.7750, loss_cls: 2.0273, loss: 2.0273, grad_norm: 5.1630 2021-02-03 12:11:34,876 - mmaction - INFO - Epoch [19][880/3757] lr: 1.000e-02, eta: 1 day, 17:57:45, time: 0.479, data_time: 0.001, memory: 7140, top1_acc: 0.5609, top5_acc: 0.7875, loss_cls: 1.8619, loss: 1.8619, grad_norm: 4.9783 2021-02-03 12:11:44,345 - mmaction - INFO - Epoch [19][900/3757] lr: 1.000e-02, eta: 1 day, 17:55:31, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5531, top5_acc: 0.7828, loss_cls: 1.9204, loss: 1.9204, grad_norm: 5.0649 2021-02-03 12:11:53,781 - mmaction - INFO - Epoch [19][920/3757] lr: 1.000e-02, eta: 1 day, 17:53:09, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5172, top5_acc: 0.7680, loss_cls: 2.0581, loss: 2.0581, grad_norm: 5.3197 2021-02-03 12:12:03,101 - mmaction - INFO - Epoch [19][940/3757] lr: 1.000e-02, eta: 1 day, 17:50:14, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 1.9652, loss: 1.9652, grad_norm: 5.2454 2021-02-03 12:12:12,465 - mmaction - INFO - Epoch [19][960/3757] lr: 1.000e-02, eta: 1 day, 17:47:43, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5586, top5_acc: 0.7844, loss_cls: 1.8880, loss: 1.8880, grad_norm: 5.0997 2021-02-03 12:12:21,941 - mmaction - INFO - Epoch [19][980/3757] lr: 1.000e-02, eta: 1 day, 17:45:52, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7812, loss_cls: 1.9587, loss: 1.9587, grad_norm: 5.1056 2021-02-03 12:12:31,348 - mmaction - INFO - Epoch [19][1000/3757] lr: 1.000e-02, eta: 1 day, 17:43:47, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5570, top5_acc: 0.7883, loss_cls: 1.8827, loss: 1.8827, grad_norm: 5.1313 2021-02-03 12:12:40,786 - mmaction - INFO - Epoch [19][1020/3757] lr: 1.000e-02, eta: 1 day, 17:41:51, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5281, top5_acc: 0.7773, loss_cls: 1.9534, loss: 1.9534, grad_norm: 5.3690 2021-02-03 12:12:50,239 - mmaction - INFO - Epoch [19][1040/3757] lr: 1.000e-02, eta: 1 day, 17:40:06, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5555, top5_acc: 0.7773, loss_cls: 1.9207, loss: 1.9207, grad_norm: 5.0543 2021-02-03 12:12:59,568 - mmaction - INFO - Epoch [19][1060/3757] lr: 1.000e-02, eta: 1 day, 17:37:48, time: 0.466, data_time: 0.000, memory: 7140, top1_acc: 0.5352, top5_acc: 0.7633, loss_cls: 1.9893, loss: 1.9893, grad_norm: 5.2542 2021-02-03 12:13:09,012 - mmaction - INFO - Epoch [19][1080/3757] lr: 1.000e-02, eta: 1 day, 17:36:08, time: 0.472, data_time: 0.000, memory: 7140, top1_acc: 0.5219, top5_acc: 0.7711, loss_cls: 1.9711, loss: 1.9711, grad_norm: 5.2589 2021-02-03 12:13:18,358 - mmaction - INFO - Epoch [19][1100/3757] lr: 1.000e-02, eta: 1 day, 17:34:02, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5320, top5_acc: 0.7523, loss_cls: 2.0398, loss: 2.0398, grad_norm: 5.1928 2021-02-03 12:13:27,784 - mmaction - INFO - Epoch [19][1120/3757] lr: 1.000e-02, eta: 1 day, 17:32:19, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5336, top5_acc: 0.7781, loss_cls: 1.9443, loss: 1.9443, grad_norm: 5.0998 2021-02-03 12:13:37,066 - mmaction - INFO - Epoch [19][1140/3757] lr: 1.000e-02, eta: 1 day, 17:30:07, time: 0.465, data_time: 0.002, memory: 7140, top1_acc: 0.5570, top5_acc: 0.7828, loss_cls: 1.8551, loss: 1.8551, grad_norm: 4.9772 2021-02-03 12:13:46,536 - mmaction - INFO - Epoch [19][1160/3757] lr: 1.000e-02, eta: 1 day, 17:28:51, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5687, top5_acc: 0.7797, loss_cls: 1.8973, loss: 1.8973, grad_norm: 5.2171 2021-02-03 12:13:56,006 - mmaction - INFO - Epoch [19][1180/3757] lr: 1.000e-02, eta: 1 day, 17:27:28, time: 0.472, data_time: 0.000, memory: 7140, top1_acc: 0.5211, top5_acc: 0.7594, loss_cls: 2.0525, loss: 2.0525, grad_norm: 5.2289 2021-02-03 12:14:05,524 - mmaction - INFO - Epoch [19][1200/3757] lr: 1.000e-02, eta: 1 day, 17:26:27, time: 0.476, data_time: 0.001, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7672, loss_cls: 1.9719, loss: 1.9719, grad_norm: 5.1764 2021-02-03 12:14:14,966 - mmaction - INFO - Epoch [19][1220/3757] lr: 1.000e-02, eta: 1 day, 17:25:06, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5102, top5_acc: 0.7742, loss_cls: 2.0653, loss: 2.0653, grad_norm: 5.3181 2021-02-03 12:14:24,331 - mmaction - INFO - Epoch [19][1240/3757] lr: 1.000e-02, eta: 1 day, 17:23:31, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7734, loss_cls: 1.9491, loss: 1.9491, grad_norm: 5.1713 2021-02-03 12:14:33,724 - mmaction - INFO - Epoch [19][1260/3757] lr: 1.000e-02, eta: 1 day, 17:22:01, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5219, top5_acc: 0.7672, loss_cls: 2.0007, loss: 2.0007, grad_norm: 5.2486 2021-02-03 12:14:43,154 - mmaction - INFO - Epoch [19][1280/3757] lr: 1.000e-02, eta: 1 day, 17:20:48, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7828, loss_cls: 1.8928, loss: 1.8928, grad_norm: 5.0557 2021-02-03 12:14:52,625 - mmaction - INFO - Epoch [19][1300/3757] lr: 1.000e-02, eta: 1 day, 17:19:40, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5492, top5_acc: 0.7648, loss_cls: 1.9831, loss: 1.9831, grad_norm: 5.1772 2021-02-03 12:15:02,053 - mmaction - INFO - Epoch [19][1320/3757] lr: 1.000e-02, eta: 1 day, 17:18:31, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5375, top5_acc: 0.7727, loss_cls: 1.9045, loss: 1.9045, grad_norm: 5.1984 2021-02-03 12:15:11,469 - mmaction - INFO - Epoch [19][1340/3757] lr: 1.000e-02, eta: 1 day, 17:17:14, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5273, top5_acc: 0.7672, loss_cls: 1.9791, loss: 1.9791, grad_norm: 5.2291 2021-02-03 12:15:20,982 - mmaction - INFO - Epoch [19][1360/3757] lr: 1.000e-02, eta: 1 day, 17:16:27, time: 0.476, data_time: 0.001, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7883, loss_cls: 1.9221, loss: 1.9221, grad_norm: 5.0876 2021-02-03 12:15:30,462 - mmaction - INFO - Epoch [19][1380/3757] lr: 1.000e-02, eta: 1 day, 17:15:31, time: 0.474, data_time: 0.000, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7648, loss_cls: 2.0026, loss: 2.0026, grad_norm: 5.2450 2021-02-03 12:15:39,777 - mmaction - INFO - Epoch [19][1400/3757] lr: 1.000e-02, eta: 1 day, 17:13:56, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5539, top5_acc: 0.7766, loss_cls: 1.9640, loss: 1.9640, grad_norm: 5.0488 2021-02-03 12:15:49,239 - mmaction - INFO - Epoch [19][1420/3757] lr: 1.000e-02, eta: 1 day, 17:13:03, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5250, top5_acc: 0.7641, loss_cls: 2.0384, loss: 2.0384, grad_norm: 5.1540 2021-02-03 12:15:58,623 - mmaction - INFO - Epoch [19][1440/3757] lr: 1.000e-02, eta: 1 day, 17:11:47, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7641, loss_cls: 1.9850, loss: 1.9850, grad_norm: 5.1338 2021-02-03 12:16:08,060 - mmaction - INFO - Epoch [19][1460/3757] lr: 1.000e-02, eta: 1 day, 17:10:51, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5328, top5_acc: 0.7586, loss_cls: 2.0142, loss: 2.0142, grad_norm: 5.2058 2021-02-03 12:16:17,549 - mmaction - INFO - Epoch [19][1480/3757] lr: 1.000e-02, eta: 1 day, 17:10:01, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5203, top5_acc: 0.7719, loss_cls: 1.9928, loss: 1.9928, grad_norm: 5.2470 2021-02-03 12:16:26,993 - mmaction - INFO - Epoch [19][1500/3757] lr: 1.000e-02, eta: 1 day, 17:09:08, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5328, top5_acc: 0.7773, loss_cls: 1.9709, loss: 1.9709, grad_norm: 5.1991 2021-02-03 12:16:36,415 - mmaction - INFO - Epoch [19][1520/3757] lr: 1.000e-02, eta: 1 day, 17:08:10, time: 0.471, data_time: 0.005, memory: 7140, top1_acc: 0.5437, top5_acc: 0.7836, loss_cls: 1.9593, loss: 1.9593, grad_norm: 5.2243 2021-02-03 12:16:45,937 - mmaction - INFO - Epoch [19][1540/3757] lr: 1.000e-02, eta: 1 day, 17:07:29, time: 0.475, data_time: 0.000, memory: 7140, top1_acc: 0.5266, top5_acc: 0.7594, loss_cls: 2.0803, loss: 2.0803, grad_norm: 5.4147 2021-02-03 12:16:55,347 - mmaction - INFO - Epoch [19][1560/3757] lr: 1.000e-02, eta: 1 day, 17:06:33, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5375, top5_acc: 0.7914, loss_cls: 1.9127, loss: 1.9127, grad_norm: 5.0381 2021-02-03 12:17:04,784 - mmaction - INFO - Epoch [19][1580/3757] lr: 1.000e-02, eta: 1 day, 17:05:41, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.9164, loss: 1.9164, grad_norm: 5.0040 2021-02-03 12:17:14,232 - mmaction - INFO - Epoch [19][1600/3757] lr: 1.000e-02, eta: 1 day, 17:04:49, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5102, top5_acc: 0.7617, loss_cls: 2.0241, loss: 2.0241, grad_norm: 5.3185 2021-02-03 12:17:23,616 - mmaction - INFO - Epoch [19][1620/3757] lr: 1.000e-02, eta: 1 day, 17:03:49, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5437, top5_acc: 0.7742, loss_cls: 1.9289, loss: 1.9289, grad_norm: 5.1462 2021-02-03 12:17:33,069 - mmaction - INFO - Epoch [19][1640/3757] lr: 1.000e-02, eta: 1 day, 17:03:03, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5289, top5_acc: 0.7703, loss_cls: 1.9749, loss: 1.9749, grad_norm: 5.3421 2021-02-03 12:17:42,554 - mmaction - INFO - Epoch [19][1660/3757] lr: 1.000e-02, eta: 1 day, 17:02:24, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5430, top5_acc: 0.7711, loss_cls: 1.9160, loss: 1.9160, grad_norm: 5.3085 2021-02-03 12:17:51,963 - mmaction - INFO - Epoch [19][1680/3757] lr: 1.000e-02, eta: 1 day, 17:01:31, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5539, top5_acc: 0.7758, loss_cls: 1.9175, loss: 1.9175, grad_norm: 5.0654 2021-02-03 12:18:01,330 - mmaction - INFO - Epoch [19][1700/3757] lr: 1.000e-02, eta: 1 day, 17:00:35, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7719, loss_cls: 1.9047, loss: 1.9047, grad_norm: 4.9603 2021-02-03 12:18:10,818 - mmaction - INFO - Epoch [19][1720/3757] lr: 1.000e-02, eta: 1 day, 16:59:57, time: 0.474, data_time: 0.004, memory: 7140, top1_acc: 0.5594, top5_acc: 0.7688, loss_cls: 1.9240, loss: 1.9240, grad_norm: 5.2370 2021-02-03 12:18:20,252 - mmaction - INFO - Epoch [19][1740/3757] lr: 1.000e-02, eta: 1 day, 16:59:13, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 1.9981, loss: 1.9981, grad_norm: 5.1054 2021-02-03 12:18:29,690 - mmaction - INFO - Epoch [19][1760/3757] lr: 1.000e-02, eta: 1 day, 16:58:30, time: 0.472, data_time: 0.000, memory: 7140, top1_acc: 0.5211, top5_acc: 0.7641, loss_cls: 2.0049, loss: 2.0049, grad_norm: 5.2388 2021-02-03 12:18:39,257 - mmaction - INFO - Epoch [19][1780/3757] lr: 1.000e-02, eta: 1 day, 16:58:06, time: 0.478, data_time: 0.000, memory: 7140, top1_acc: 0.5508, top5_acc: 0.7812, loss_cls: 1.9665, loss: 1.9665, grad_norm: 5.2114 2021-02-03 12:18:48,754 - mmaction - INFO - Epoch [19][1800/3757] lr: 1.000e-02, eta: 1 day, 16:57:36, time: 0.476, data_time: 0.001, memory: 7140, top1_acc: 0.5586, top5_acc: 0.7883, loss_cls: 1.8873, loss: 1.8873, grad_norm: 4.9865 2021-02-03 12:18:58,163 - mmaction - INFO - Epoch [19][1820/3757] lr: 1.000e-02, eta: 1 day, 16:56:46, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5492, top5_acc: 0.7586, loss_cls: 1.9686, loss: 1.9686, grad_norm: 5.0827 2021-02-03 12:19:07,496 - mmaction - INFO - Epoch [19][1840/3757] lr: 1.000e-02, eta: 1 day, 16:55:49, time: 0.467, data_time: 0.002, memory: 7140, top1_acc: 0.5352, top5_acc: 0.7562, loss_cls: 2.0045, loss: 2.0045, grad_norm: 4.9392 2021-02-03 12:19:16,828 - mmaction - INFO - Epoch [19][1860/3757] lr: 1.000e-02, eta: 1 day, 16:54:51, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7891, loss_cls: 1.9514, loss: 1.9514, grad_norm: 5.1737 2021-02-03 12:19:26,319 - mmaction - INFO - Epoch [19][1880/3757] lr: 1.000e-02, eta: 1 day, 16:54:23, time: 0.475, data_time: 0.001, memory: 7140, top1_acc: 0.5289, top5_acc: 0.7734, loss_cls: 1.9945, loss: 1.9945, grad_norm: 5.1382 2021-02-03 12:19:35,806 - mmaction - INFO - Epoch [19][1900/3757] lr: 1.000e-02, eta: 1 day, 16:53:52, time: 0.474, data_time: 0.000, memory: 7140, top1_acc: 0.5164, top5_acc: 0.7828, loss_cls: 1.9405, loss: 1.9405, grad_norm: 5.0865 2021-02-03 12:19:45,374 - mmaction - INFO - Epoch [19][1920/3757] lr: 1.000e-02, eta: 1 day, 16:53:31, time: 0.477, data_time: 0.000, memory: 7140, top1_acc: 0.5320, top5_acc: 0.7766, loss_cls: 1.9946, loss: 1.9946, grad_norm: 5.2633 2021-02-03 12:19:54,797 - mmaction - INFO - Epoch [19][1940/3757] lr: 1.000e-02, eta: 1 day, 16:52:51, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5516, top5_acc: 0.7906, loss_cls: 1.8569, loss: 1.8569, grad_norm: 4.7655 2021-02-03 12:20:04,208 - mmaction - INFO - Epoch [19][1960/3757] lr: 1.000e-02, eta: 1 day, 16:52:12, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5312, top5_acc: 0.7633, loss_cls: 2.0310, loss: 2.0310, grad_norm: 5.0566 2021-02-03 12:20:13,741 - mmaction - INFO - Epoch [19][1980/3757] lr: 1.000e-02, eta: 1 day, 16:51:50, time: 0.477, data_time: 0.001, memory: 7140, top1_acc: 0.5273, top5_acc: 0.7703, loss_cls: 2.0026, loss: 2.0026, grad_norm: 4.9264 2021-02-03 12:20:23,131 - mmaction - INFO - Epoch [19][2000/3757] lr: 1.000e-02, eta: 1 day, 16:51:07, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5023, top5_acc: 0.7539, loss_cls: 2.0857, loss: 2.0857, grad_norm: 5.2482 2021-02-03 12:20:32,545 - mmaction - INFO - Epoch [19][2020/3757] lr: 1.000e-02, eta: 1 day, 16:50:27, time: 0.471, data_time: 0.000, memory: 7140, top1_acc: 0.5352, top5_acc: 0.7844, loss_cls: 1.9646, loss: 1.9646, grad_norm: 5.2202 2021-02-03 12:20:42,048 - mmaction - INFO - Epoch [19][2040/3757] lr: 1.000e-02, eta: 1 day, 16:50:02, time: 0.475, data_time: 0.001, memory: 7140, top1_acc: 0.5242, top5_acc: 0.7664, loss_cls: 2.0203, loss: 2.0203, grad_norm: 5.1071 2021-02-03 12:20:51,636 - mmaction - INFO - Epoch [19][2060/3757] lr: 1.000e-02, eta: 1 day, 16:49:48, time: 0.479, data_time: 0.000, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7711, loss_cls: 1.9758, loss: 1.9758, grad_norm: 4.9735 2021-02-03 12:21:01,071 - mmaction - INFO - Epoch [19][2080/3757] lr: 1.000e-02, eta: 1 day, 16:49:14, time: 0.472, data_time: 0.002, memory: 7140, top1_acc: 0.5266, top5_acc: 0.7641, loss_cls: 2.0083, loss: 2.0083, grad_norm: 5.2146 2021-02-03 12:21:10,475 - mmaction - INFO - Epoch [19][2100/3757] lr: 1.000e-02, eta: 1 day, 16:48:35, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5570, top5_acc: 0.7812, loss_cls: 1.8730, loss: 1.8730, grad_norm: 5.1357 2021-02-03 12:21:19,837 - mmaction - INFO - Epoch [19][2120/3757] lr: 1.000e-02, eta: 1 day, 16:47:51, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7961, loss_cls: 1.9032, loss: 1.9032, grad_norm: 5.1774 2021-02-03 12:21:29,305 - mmaction - INFO - Epoch [19][2140/3757] lr: 1.000e-02, eta: 1 day, 16:47:23, time: 0.473, data_time: 0.000, memory: 7140, top1_acc: 0.5430, top5_acc: 0.7844, loss_cls: 1.9432, loss: 1.9432, grad_norm: 5.0889 2021-02-03 12:21:38,797 - mmaction - INFO - Epoch [19][2160/3757] lr: 1.000e-02, eta: 1 day, 16:46:57, time: 0.474, data_time: 0.000, memory: 7140, top1_acc: 0.5383, top5_acc: 0.7664, loss_cls: 1.9310, loss: 1.9310, grad_norm: 5.1359 2021-02-03 12:21:48,194 - mmaction - INFO - Epoch [19][2180/3757] lr: 1.000e-02, eta: 1 day, 16:46:18, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5250, top5_acc: 0.7734, loss_cls: 1.9732, loss: 1.9732, grad_norm: 5.0568 2021-02-03 12:21:57,550 - mmaction - INFO - Epoch [19][2200/3757] lr: 1.000e-02, eta: 1 day, 16:45:34, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5250, top5_acc: 0.7695, loss_cls: 2.0056, loss: 2.0056, grad_norm: 5.1940 2021-02-03 12:22:06,989 - mmaction - INFO - Epoch [19][2220/3757] lr: 1.000e-02, eta: 1 day, 16:45:06, time: 0.473, data_time: 0.002, memory: 7140, top1_acc: 0.5531, top5_acc: 0.7680, loss_cls: 1.9605, loss: 1.9605, grad_norm: 5.0324 2021-02-03 12:22:16,406 - mmaction - INFO - Epoch [19][2240/3757] lr: 1.000e-02, eta: 1 day, 16:44:31, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5320, top5_acc: 0.7680, loss_cls: 1.9503, loss: 1.9503, grad_norm: 5.0906 2021-02-03 12:22:25,948 - mmaction - INFO - Epoch [19][2260/3757] lr: 1.000e-02, eta: 1 day, 16:44:14, time: 0.477, data_time: 0.001, memory: 7140, top1_acc: 0.5578, top5_acc: 0.7805, loss_cls: 1.9111, loss: 1.9111, grad_norm: 5.1870 2021-02-03 12:22:35,450 - mmaction - INFO - Epoch [19][2280/3757] lr: 1.000e-02, eta: 1 day, 16:43:52, time: 0.475, data_time: 0.001, memory: 7140, top1_acc: 0.5336, top5_acc: 0.7750, loss_cls: 2.0049, loss: 2.0049, grad_norm: 5.3529 2021-02-03 12:22:44,958 - mmaction - INFO - Epoch [19][2300/3757] lr: 1.000e-02, eta: 1 day, 16:43:31, time: 0.475, data_time: 0.001, memory: 7140, top1_acc: 0.5508, top5_acc: 0.7695, loss_cls: 1.9588, loss: 1.9588, grad_norm: 5.0758 2021-02-03 12:22:54,400 - mmaction - INFO - Epoch [19][2320/3757] lr: 1.000e-02, eta: 1 day, 16:43:04, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5125, top5_acc: 0.7367, loss_cls: 2.1338, loss: 2.1338, grad_norm: 5.1068 2021-02-03 12:23:03,882 - mmaction - INFO - Epoch [19][2340/3757] lr: 1.000e-02, eta: 1 day, 16:42:39, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5352, top5_acc: 0.7523, loss_cls: 2.0903, loss: 2.0903, grad_norm: 5.2426 2021-02-03 12:23:13,257 - mmaction - INFO - Epoch [19][2360/3757] lr: 1.000e-02, eta: 1 day, 16:42:02, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5219, top5_acc: 0.7602, loss_cls: 2.0063, loss: 2.0063, grad_norm: 5.2935 2021-02-03 12:23:22,689 - mmaction - INFO - Epoch [19][2380/3757] lr: 1.000e-02, eta: 1 day, 16:41:34, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5227, top5_acc: 0.7672, loss_cls: 1.9741, loss: 1.9741, grad_norm: 5.2837 2021-02-03 12:23:32,090 - mmaction - INFO - Epoch [19][2400/3757] lr: 1.000e-02, eta: 1 day, 16:40:59, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5305, top5_acc: 0.7602, loss_cls: 1.9840, loss: 1.9840, grad_norm: 5.0406 2021-02-03 12:23:41,548 - mmaction - INFO - Epoch [19][2420/3757] lr: 1.000e-02, eta: 1 day, 16:40:36, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5328, top5_acc: 0.7812, loss_cls: 1.9831, loss: 1.9831, grad_norm: 5.2407 2021-02-03 12:23:50,949 - mmaction - INFO - Epoch [19][2440/3757] lr: 1.000e-02, eta: 1 day, 16:40:02, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5352, top5_acc: 0.7672, loss_cls: 2.0206, loss: 2.0206, grad_norm: 5.2042 2021-02-03 12:24:00,291 - mmaction - INFO - Epoch [19][2460/3757] lr: 1.000e-02, eta: 1 day, 16:39:23, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7734, loss_cls: 1.9683, loss: 1.9683, grad_norm: 4.9991 2021-02-03 12:24:09,707 - mmaction - INFO - Epoch [19][2480/3757] lr: 1.000e-02, eta: 1 day, 16:38:54, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7836, loss_cls: 1.8973, loss: 1.8973, grad_norm: 5.2067 2021-02-03 12:24:19,090 - mmaction - INFO - Epoch [19][2500/3757] lr: 1.000e-02, eta: 1 day, 16:38:20, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5328, top5_acc: 0.7648, loss_cls: 2.0087, loss: 2.0087, grad_norm: 5.3727 2021-02-03 12:24:28,498 - mmaction - INFO - Epoch [19][2520/3757] lr: 1.000e-02, eta: 1 day, 16:37:51, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5430, top5_acc: 0.7734, loss_cls: 1.9614, loss: 1.9614, grad_norm: 5.0925 2021-02-03 12:24:38,053 - mmaction - INFO - Epoch [19][2540/3757] lr: 1.000e-02, eta: 1 day, 16:37:38, time: 0.477, data_time: 0.000, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7734, loss_cls: 1.9543, loss: 1.9543, grad_norm: 5.1820 2021-02-03 12:24:47,465 - mmaction - INFO - Epoch [19][2560/3757] lr: 1.000e-02, eta: 1 day, 16:37:09, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5289, top5_acc: 0.7719, loss_cls: 2.0160, loss: 2.0160, grad_norm: 5.2703 2021-02-03 12:24:56,833 - mmaction - INFO - Epoch [19][2580/3757] lr: 1.000e-02, eta: 1 day, 16:36:35, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7945, loss_cls: 1.8785, loss: 1.8785, grad_norm: 5.1896 2021-02-03 12:25:06,264 - mmaction - INFO - Epoch [19][2600/3757] lr: 1.000e-02, eta: 1 day, 16:36:10, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5289, top5_acc: 0.7633, loss_cls: 2.0339, loss: 2.0339, grad_norm: 5.0636 2021-02-03 12:25:15,724 - mmaction - INFO - Epoch [19][2620/3757] lr: 1.000e-02, eta: 1 day, 16:35:46, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5469, top5_acc: 0.7836, loss_cls: 1.9290, loss: 1.9290, grad_norm: 5.2264 2021-02-03 12:25:25,144 - mmaction - INFO - Epoch [19][2640/3757] lr: 1.000e-02, eta: 1 day, 16:35:20, time: 0.471, data_time: 0.002, memory: 7140, top1_acc: 0.5477, top5_acc: 0.7594, loss_cls: 1.9602, loss: 1.9602, grad_norm: 5.2246 2021-02-03 12:25:34,510 - mmaction - INFO - Epoch [19][2660/3757] lr: 1.000e-02, eta: 1 day, 16:34:49, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5297, top5_acc: 0.7648, loss_cls: 2.0301, loss: 2.0301, grad_norm: 5.0208 2021-02-03 12:25:43,869 - mmaction - INFO - Epoch [19][2680/3757] lr: 1.000e-02, eta: 1 day, 16:34:14, time: 0.467, data_time: 0.000, memory: 7140, top1_acc: 0.5359, top5_acc: 0.7852, loss_cls: 1.9141, loss: 1.9141, grad_norm: 4.8984 2021-02-03 12:25:53,275 - mmaction - INFO - Epoch [19][2700/3757] lr: 1.000e-02, eta: 1 day, 16:33:48, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5273, top5_acc: 0.7609, loss_cls: 2.0033, loss: 2.0033, grad_norm: 5.0717 2021-02-03 12:26:02,771 - mmaction - INFO - Epoch [19][2720/3757] lr: 1.000e-02, eta: 1 day, 16:33:30, time: 0.475, data_time: 0.000, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7805, loss_cls: 1.9561, loss: 1.9561, grad_norm: 5.1630 2021-02-03 12:26:12,194 - mmaction - INFO - Epoch [19][2740/3757] lr: 1.000e-02, eta: 1 day, 16:33:04, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7820, loss_cls: 1.9532, loss: 1.9532, grad_norm: 5.1670 2021-02-03 12:26:21,606 - mmaction - INFO - Epoch [19][2760/3757] lr: 1.000e-02, eta: 1 day, 16:32:38, time: 0.471, data_time: 0.002, memory: 7140, top1_acc: 0.5664, top5_acc: 0.7641, loss_cls: 1.9645, loss: 1.9645, grad_norm: 5.1233 2021-02-03 12:26:31,056 - mmaction - INFO - Epoch [19][2780/3757] lr: 1.000e-02, eta: 1 day, 16:32:17, time: 0.473, data_time: 0.002, memory: 7140, top1_acc: 0.5383, top5_acc: 0.7859, loss_cls: 1.9400, loss: 1.9400, grad_norm: 5.1322 2021-02-03 12:26:40,405 - mmaction - INFO - Epoch [19][2800/3757] lr: 1.000e-02, eta: 1 day, 16:31:45, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5336, top5_acc: 0.7570, loss_cls: 1.9820, loss: 1.9820, grad_norm: 5.2266 2021-02-03 12:26:49,745 - mmaction - INFO - Epoch [19][2820/3757] lr: 1.000e-02, eta: 1 day, 16:31:11, time: 0.467, data_time: 0.000, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7641, loss_cls: 1.9761, loss: 1.9761, grad_norm: 5.2268 2021-02-03 12:26:59,116 - mmaction - INFO - Epoch [19][2840/3757] lr: 1.000e-02, eta: 1 day, 16:30:39, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5258, top5_acc: 0.7594, loss_cls: 2.0880, loss: 2.0880, grad_norm: 5.1422 2021-02-03 12:27:08,562 - mmaction - INFO - Epoch [19][2860/3757] lr: 1.000e-02, eta: 1 day, 16:30:19, time: 0.473, data_time: 0.002, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7836, loss_cls: 1.9621, loss: 1.9621, grad_norm: 5.0746 2021-02-03 12:27:18,082 - mmaction - INFO - Epoch [19][2880/3757] lr: 1.000e-02, eta: 1 day, 16:30:05, time: 0.476, data_time: 0.001, memory: 7140, top1_acc: 0.5406, top5_acc: 0.7930, loss_cls: 1.9250, loss: 1.9250, grad_norm: 5.0430 2021-02-03 12:27:27,582 - mmaction - INFO - Epoch [19][2900/3757] lr: 1.000e-02, eta: 1 day, 16:29:50, time: 0.475, data_time: 0.001, memory: 7140, top1_acc: 0.5414, top5_acc: 0.7633, loss_cls: 2.0129, loss: 2.0129, grad_norm: 5.2334 2021-02-03 12:27:37,008 - mmaction - INFO - Epoch [19][2920/3757] lr: 1.000e-02, eta: 1 day, 16:29:29, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5391, top5_acc: 0.7758, loss_cls: 1.9663, loss: 1.9663, grad_norm: 5.0999 2021-02-03 12:27:46,376 - mmaction - INFO - Epoch [19][2940/3757] lr: 1.000e-02, eta: 1 day, 16:28:59, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5281, top5_acc: 0.7492, loss_cls: 2.0779, loss: 2.0779, grad_norm: 5.2147 2021-02-03 12:27:55,935 - mmaction - INFO - Epoch [19][2960/3757] lr: 1.000e-02, eta: 1 day, 16:28:48, time: 0.477, data_time: 0.001, memory: 7140, top1_acc: 0.5617, top5_acc: 0.7773, loss_cls: 1.8970, loss: 1.8970, grad_norm: 4.8575 2021-02-03 12:28:05,478 - mmaction - INFO - Epoch [19][2980/3757] lr: 1.000e-02, eta: 1 day, 16:28:40, time: 0.478, data_time: 0.002, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7570, loss_cls: 2.0195, loss: 2.0195, grad_norm: 5.1215 2021-02-03 12:28:14,923 - mmaction - INFO - Epoch [19][3000/3757] lr: 1.000e-02, eta: 1 day, 16:28:18, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7734, loss_cls: 1.9632, loss: 1.9632, grad_norm: 5.0579 2021-02-03 12:28:24,318 - mmaction - INFO - Epoch [19][3020/3757] lr: 1.000e-02, eta: 1 day, 16:27:52, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5359, top5_acc: 0.7492, loss_cls: 2.0556, loss: 2.0556, grad_norm: 5.1233 2021-02-03 12:28:33,849 - mmaction - INFO - Epoch [19][3040/3757] lr: 1.000e-02, eta: 1 day, 16:27:42, time: 0.477, data_time: 0.002, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7750, loss_cls: 1.9406, loss: 1.9406, grad_norm: 5.1182 2021-02-03 12:28:43,166 - mmaction - INFO - Epoch [19][3060/3757] lr: 1.000e-02, eta: 1 day, 16:27:08, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5273, top5_acc: 0.7562, loss_cls: 2.0352, loss: 2.0352, grad_norm: 5.3217 2021-02-03 12:28:52,677 - mmaction - INFO - Epoch [19][3080/3757] lr: 1.000e-02, eta: 1 day, 16:26:55, time: 0.476, data_time: 0.001, memory: 7140, top1_acc: 0.5180, top5_acc: 0.7711, loss_cls: 2.0212, loss: 2.0212, grad_norm: 5.4704 2021-02-03 12:29:02,219 - mmaction - INFO - Epoch [19][3100/3757] lr: 1.000e-02, eta: 1 day, 16:26:45, time: 0.477, data_time: 0.001, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7781, loss_cls: 1.9859, loss: 1.9859, grad_norm: 5.1953 2021-02-03 12:29:11,733 - mmaction - INFO - Epoch [19][3120/3757] lr: 1.000e-02, eta: 1 day, 16:26:32, time: 0.475, data_time: 0.001, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7711, loss_cls: 2.0131, loss: 2.0131, grad_norm: 4.9963 2021-02-03 12:29:21,088 - mmaction - INFO - Epoch [19][3140/3757] lr: 1.000e-02, eta: 1 day, 16:26:04, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5359, top5_acc: 0.7531, loss_cls: 1.9784, loss: 1.9784, grad_norm: 5.0299 2021-02-03 12:29:30,568 - mmaction - INFO - Epoch [19][3160/3757] lr: 1.000e-02, eta: 1 day, 16:25:48, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5328, top5_acc: 0.7516, loss_cls: 2.0473, loss: 2.0473, grad_norm: 5.3050 2021-02-03 12:29:39,999 - mmaction - INFO - Epoch [19][3180/3757] lr: 1.000e-02, eta: 1 day, 16:25:28, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5609, top5_acc: 0.7805, loss_cls: 1.8490, loss: 1.8490, grad_norm: 5.0878 2021-02-03 12:29:49,381 - mmaction - INFO - Epoch [19][3200/3757] lr: 1.000e-02, eta: 1 day, 16:25:02, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5312, top5_acc: 0.7961, loss_cls: 1.9520, loss: 1.9520, grad_norm: 5.4013 2021-02-03 12:29:58,788 - mmaction - INFO - Epoch [19][3220/3757] lr: 1.000e-02, eta: 1 day, 16:24:39, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5539, top5_acc: 0.7828, loss_cls: 1.9094, loss: 1.9094, grad_norm: 5.1681 2021-02-03 12:30:08,326 - mmaction - INFO - Epoch [19][3240/3757] lr: 1.000e-02, eta: 1 day, 16:24:30, time: 0.477, data_time: 0.001, memory: 7140, top1_acc: 0.5320, top5_acc: 0.7641, loss_cls: 2.0171, loss: 2.0171, grad_norm: 5.0476 2021-02-03 12:30:17,819 - mmaction - INFO - Epoch [19][3260/3757] lr: 1.000e-02, eta: 1 day, 16:24:16, time: 0.475, data_time: 0.001, memory: 7140, top1_acc: 0.5242, top5_acc: 0.7617, loss_cls: 2.0153, loss: 2.0153, grad_norm: 5.0920 2021-02-03 12:30:27,253 - mmaction - INFO - Epoch [19][3280/3757] lr: 1.000e-02, eta: 1 day, 16:23:56, time: 0.472, data_time: 0.000, memory: 7140, top1_acc: 0.5117, top5_acc: 0.7430, loss_cls: 2.1030, loss: 2.1030, grad_norm: 5.3655 2021-02-03 12:30:36,669 - mmaction - INFO - Epoch [19][3300/3757] lr: 1.000e-02, eta: 1 day, 16:23:34, time: 0.471, data_time: 0.000, memory: 7140, top1_acc: 0.5477, top5_acc: 0.7945, loss_cls: 1.8818, loss: 1.8818, grad_norm: 5.1591 2021-02-03 12:30:46,126 - mmaction - INFO - Epoch [19][3320/3757] lr: 1.000e-02, eta: 1 day, 16:23:16, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5406, top5_acc: 0.7797, loss_cls: 1.9430, loss: 1.9430, grad_norm: 5.1772 2021-02-03 12:30:55,623 - mmaction - INFO - Epoch [19][3340/3757] lr: 1.000e-02, eta: 1 day, 16:23:03, time: 0.475, data_time: 0.001, memory: 7140, top1_acc: 0.5266, top5_acc: 0.7609, loss_cls: 1.9911, loss: 1.9911, grad_norm: 4.9978 2021-02-03 12:31:05,097 - mmaction - INFO - Epoch [19][3360/3757] lr: 1.000e-02, eta: 1 day, 16:22:48, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7742, loss_cls: 1.9760, loss: 1.9760, grad_norm: 5.2875 2021-02-03 12:31:14,505 - mmaction - INFO - Epoch [19][3380/3757] lr: 1.000e-02, eta: 1 day, 16:22:27, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5328, top5_acc: 0.7703, loss_cls: 2.0282, loss: 2.0282, grad_norm: 5.1771 2021-02-03 12:31:23,879 - mmaction - INFO - Epoch [19][3400/3757] lr: 1.000e-02, eta: 1 day, 16:22:02, time: 0.469, data_time: 0.002, memory: 7140, top1_acc: 0.5352, top5_acc: 0.7773, loss_cls: 1.9448, loss: 1.9448, grad_norm: 4.9732 2021-02-03 12:31:33,395 - mmaction - INFO - Epoch [19][3420/3757] lr: 1.000e-02, eta: 1 day, 16:21:50, time: 0.476, data_time: 0.001, memory: 7140, top1_acc: 0.5484, top5_acc: 0.7945, loss_cls: 1.8626, loss: 1.8626, grad_norm: 5.1946 2021-02-03 12:31:42,871 - mmaction - INFO - Epoch [19][3440/3757] lr: 1.000e-02, eta: 1 day, 16:21:35, time: 0.474, data_time: 0.000, memory: 7140, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 1.9848, loss: 1.9848, grad_norm: 5.2752 2021-02-03 12:31:52,227 - mmaction - INFO - Epoch [19][3460/3757] lr: 1.000e-02, eta: 1 day, 16:21:09, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5305, top5_acc: 0.7602, loss_cls: 2.0422, loss: 2.0422, grad_norm: 5.2078 2021-02-03 12:32:01,705 - mmaction - INFO - Epoch [19][3480/3757] lr: 1.000e-02, eta: 1 day, 16:20:55, time: 0.474, data_time: 0.000, memory: 7140, top1_acc: 0.5133, top5_acc: 0.7586, loss_cls: 2.0322, loss: 2.0322, grad_norm: 5.1041 2021-02-03 12:32:11,132 - mmaction - INFO - Epoch [19][3500/3757] lr: 1.000e-02, eta: 1 day, 16:20:34, time: 0.471, data_time: 0.000, memory: 7140, top1_acc: 0.5414, top5_acc: 0.7859, loss_cls: 1.9103, loss: 1.9103, grad_norm: 5.0728 2021-02-03 12:32:20,502 - mmaction - INFO - Epoch [19][3520/3757] lr: 1.000e-02, eta: 1 day, 16:20:11, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5516, top5_acc: 0.7695, loss_cls: 1.9668, loss: 1.9668, grad_norm: 5.0985 2021-02-03 12:32:29,895 - mmaction - INFO - Epoch [19][3540/3757] lr: 1.000e-02, eta: 1 day, 16:19:50, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5500, top5_acc: 0.7836, loss_cls: 1.9099, loss: 1.9099, grad_norm: 4.9463 2021-02-03 12:32:39,441 - mmaction - INFO - Epoch [19][3560/3757] lr: 1.000e-02, eta: 1 day, 16:19:41, time: 0.477, data_time: 0.000, memory: 7140, top1_acc: 0.5219, top5_acc: 0.7734, loss_cls: 2.0086, loss: 2.0086, grad_norm: 5.1655 2021-02-03 12:32:48,811 - mmaction - INFO - Epoch [19][3580/3757] lr: 1.000e-02, eta: 1 day, 16:19:17, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7695, loss_cls: 1.9952, loss: 1.9952, grad_norm: 5.1227 2021-02-03 12:32:58,252 - mmaction - INFO - Epoch [19][3600/3757] lr: 1.000e-02, eta: 1 day, 16:18:58, time: 0.471, data_time: 0.000, memory: 7140, top1_acc: 0.5500, top5_acc: 0.7773, loss_cls: 1.9345, loss: 1.9345, grad_norm: 5.1919 2021-02-03 12:33:07,777 - mmaction - INFO - Epoch [19][3620/3757] lr: 1.000e-02, eta: 1 day, 16:18:49, time: 0.477, data_time: 0.001, memory: 7140, top1_acc: 0.5195, top5_acc: 0.7578, loss_cls: 2.0613, loss: 2.0613, grad_norm: 5.3705 2021-02-03 12:33:17,250 - mmaction - INFO - Epoch [19][3640/3757] lr: 1.000e-02, eta: 1 day, 16:18:33, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5383, top5_acc: 0.7734, loss_cls: 1.9720, loss: 1.9720, grad_norm: 5.1035 2021-02-03 12:33:26,655 - mmaction - INFO - Epoch [19][3660/3757] lr: 1.000e-02, eta: 1 day, 16:18:13, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5492, top5_acc: 0.7844, loss_cls: 1.9201, loss: 1.9201, grad_norm: 5.0809 2021-02-03 12:33:36,168 - mmaction - INFO - Epoch [19][3680/3757] lr: 1.000e-02, eta: 1 day, 16:18:03, time: 0.476, data_time: 0.001, memory: 7140, top1_acc: 0.5633, top5_acc: 0.7984, loss_cls: 1.8284, loss: 1.8284, grad_norm: 5.0799 2021-02-03 12:33:45,720 - mmaction - INFO - Epoch [19][3700/3757] lr: 1.000e-02, eta: 1 day, 16:17:54, time: 0.477, data_time: 0.001, memory: 7140, top1_acc: 0.5094, top5_acc: 0.7484, loss_cls: 2.0953, loss: 2.0953, grad_norm: 5.2243 2021-02-03 12:33:55,105 - mmaction - INFO - Epoch [19][3720/3757] lr: 1.000e-02, eta: 1 day, 16:17:34, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5477, top5_acc: 0.7828, loss_cls: 1.9251, loss: 1.9251, grad_norm: 5.0170 2021-02-03 12:34:04,491 - mmaction - INFO - Epoch [19][3740/3757] lr: 1.000e-02, eta: 1 day, 16:17:12, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5516, top5_acc: 0.7852, loss_cls: 1.9126, loss: 1.9126, grad_norm: 5.1157 2021-02-03 12:34:43,964 - mmaction - INFO - Epoch [20][20/3757] lr: 1.000e-02, eta: 1 day, 16:31:30, time: 1.425, data_time: 0.968, memory: 7140, top1_acc: 0.5437, top5_acc: 0.7766, loss_cls: 1.9309, loss: 1.9309, grad_norm: 5.0140 2021-02-03 12:34:53,268 - mmaction - INFO - Epoch [20][40/3757] lr: 1.000e-02, eta: 1 day, 16:30:59, time: 0.466, data_time: 0.006, memory: 7140, top1_acc: 0.5508, top5_acc: 0.7867, loss_cls: 1.9238, loss: 1.9238, grad_norm: 5.2624 2021-02-03 12:35:02,448 - mmaction - INFO - Epoch [20][60/3757] lr: 1.000e-02, eta: 1 day, 16:30:17, time: 0.459, data_time: 0.001, memory: 7140, top1_acc: 0.5492, top5_acc: 0.7711, loss_cls: 1.9467, loss: 1.9467, grad_norm: 5.0870 2021-02-03 12:35:11,681 - mmaction - INFO - Epoch [20][80/3757] lr: 1.000e-02, eta: 1 day, 16:29:39, time: 0.461, data_time: 0.000, memory: 7140, top1_acc: 0.5586, top5_acc: 0.7750, loss_cls: 1.9195, loss: 1.9195, grad_norm: 5.0171 2021-02-03 12:35:20,998 - mmaction - INFO - Epoch [20][100/3757] lr: 1.000e-02, eta: 1 day, 16:29:08, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9225, loss: 1.9225, grad_norm: 4.8879 2021-02-03 12:35:30,334 - mmaction - INFO - Epoch [20][120/3757] lr: 1.000e-02, eta: 1 day, 16:28:39, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7750, loss_cls: 1.9411, loss: 1.9411, grad_norm: 5.1416 2021-02-03 12:35:39,832 - mmaction - INFO - Epoch [20][140/3757] lr: 1.000e-02, eta: 1 day, 16:28:24, time: 0.475, data_time: 0.001, memory: 7140, top1_acc: 0.5102, top5_acc: 0.7539, loss_cls: 2.0786, loss: 2.0786, grad_norm: 5.1579 2021-02-03 12:35:49,157 - mmaction - INFO - Epoch [20][160/3757] lr: 1.000e-02, eta: 1 day, 16:27:54, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5188, top5_acc: 0.7766, loss_cls: 2.0026, loss: 2.0026, grad_norm: 5.1703 2021-02-03 12:35:58,526 - mmaction - INFO - Epoch [20][180/3757] lr: 1.000e-02, eta: 1 day, 16:27:28, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5445, top5_acc: 0.7766, loss_cls: 1.9031, loss: 1.9031, grad_norm: 5.0982 2021-02-03 12:36:07,942 - mmaction - INFO - Epoch [20][200/3757] lr: 1.000e-02, eta: 1 day, 16:27:07, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5508, top5_acc: 0.7867, loss_cls: 1.8682, loss: 1.8682, grad_norm: 5.0968 2021-02-03 12:36:17,357 - mmaction - INFO - Epoch [20][220/3757] lr: 1.000e-02, eta: 1 day, 16:26:44, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7633, loss_cls: 1.9792, loss: 1.9792, grad_norm: 5.3167 2021-02-03 12:36:26,806 - mmaction - INFO - Epoch [20][240/3757] lr: 1.000e-02, eta: 1 day, 16:26:25, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5086, top5_acc: 0.7641, loss_cls: 2.0416, loss: 2.0416, grad_norm: 5.2121 2021-02-03 12:36:36,198 - mmaction - INFO - Epoch [20][260/3757] lr: 1.000e-02, eta: 1 day, 16:26:02, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5172, top5_acc: 0.7617, loss_cls: 1.9980, loss: 1.9980, grad_norm: 5.1504 2021-02-03 12:36:45,668 - mmaction - INFO - Epoch [20][280/3757] lr: 1.000e-02, eta: 1 day, 16:25:43, time: 0.473, data_time: 0.002, memory: 7140, top1_acc: 0.5195, top5_acc: 0.7664, loss_cls: 2.0626, loss: 2.0626, grad_norm: 5.3149 2021-02-03 12:36:55,064 - mmaction - INFO - Epoch [20][300/3757] lr: 1.000e-02, eta: 1 day, 16:25:22, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5578, top5_acc: 0.7727, loss_cls: 1.9096, loss: 1.9096, grad_norm: 5.0806 2021-02-03 12:37:04,527 - mmaction - INFO - Epoch [20][320/3757] lr: 1.000e-02, eta: 1 day, 16:25:03, time: 0.473, data_time: 0.000, memory: 7140, top1_acc: 0.5188, top5_acc: 0.7523, loss_cls: 2.0304, loss: 2.0304, grad_norm: 5.2456 2021-02-03 12:37:14,076 - mmaction - INFO - Epoch [20][340/3757] lr: 1.000e-02, eta: 1 day, 16:24:51, time: 0.477, data_time: 0.001, memory: 7140, top1_acc: 0.5492, top5_acc: 0.7844, loss_cls: 1.8838, loss: 1.8838, grad_norm: 5.1912 2021-02-03 12:37:23,536 - mmaction - INFO - Epoch [20][360/3757] lr: 1.000e-02, eta: 1 day, 16:24:34, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5617, top5_acc: 0.7953, loss_cls: 1.8766, loss: 1.8766, grad_norm: 5.1828 2021-02-03 12:37:32,991 - mmaction - INFO - Epoch [20][380/3757] lr: 1.000e-02, eta: 1 day, 16:24:15, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5547, top5_acc: 0.7828, loss_cls: 1.8748, loss: 1.8748, grad_norm: 5.1811 2021-02-03 12:37:42,386 - mmaction - INFO - Epoch [20][400/3757] lr: 1.000e-02, eta: 1 day, 16:23:54, time: 0.471, data_time: 0.002, memory: 7140, top1_acc: 0.5352, top5_acc: 0.7695, loss_cls: 1.9468, loss: 1.9468, grad_norm: 5.3244 2021-02-03 12:37:51,754 - mmaction - INFO - Epoch [20][420/3757] lr: 1.000e-02, eta: 1 day, 16:23:29, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5258, top5_acc: 0.7562, loss_cls: 2.0420, loss: 2.0420, grad_norm: 5.3749 2021-02-03 12:38:01,144 - mmaction - INFO - Epoch [20][440/3757] lr: 1.000e-02, eta: 1 day, 16:23:06, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7781, loss_cls: 1.9518, loss: 1.9518, grad_norm: 5.2415 2021-02-03 12:38:10,553 - mmaction - INFO - Epoch [20][460/3757] lr: 1.000e-02, eta: 1 day, 16:22:46, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5430, top5_acc: 0.7656, loss_cls: 1.9436, loss: 1.9436, grad_norm: 5.1061 2021-02-03 12:38:19,839 - mmaction - INFO - Epoch [20][480/3757] lr: 1.000e-02, eta: 1 day, 16:22:16, time: 0.464, data_time: 0.000, memory: 7140, top1_acc: 0.5312, top5_acc: 0.7703, loss_cls: 1.9900, loss: 1.9900, grad_norm: 5.2272 2021-02-03 12:38:29,212 - mmaction - INFO - Epoch [20][500/3757] lr: 1.000e-02, eta: 1 day, 16:21:52, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0126, loss: 2.0126, grad_norm: 5.1625 2021-02-03 12:38:38,507 - mmaction - INFO - Epoch [20][520/3757] lr: 1.000e-02, eta: 1 day, 16:21:23, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5242, top5_acc: 0.7555, loss_cls: 2.0196, loss: 2.0196, grad_norm: 5.2235 2021-02-03 12:38:47,913 - mmaction - INFO - Epoch [20][540/3757] lr: 1.000e-02, eta: 1 day, 16:21:03, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5500, top5_acc: 0.7883, loss_cls: 1.8857, loss: 1.8857, grad_norm: 5.0467 2021-02-03 12:38:57,337 - mmaction - INFO - Epoch [20][560/3757] lr: 1.000e-02, eta: 1 day, 16:20:42, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7727, loss_cls: 1.9155, loss: 1.9155, grad_norm: 5.1328 2021-02-03 12:39:06,763 - mmaction - INFO - Epoch [20][580/3757] lr: 1.000e-02, eta: 1 day, 16:20:23, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5203, top5_acc: 0.7438, loss_cls: 2.0856, loss: 2.0856, grad_norm: 5.1739 2021-02-03 12:39:16,234 - mmaction - INFO - Epoch [20][600/3757] lr: 1.000e-02, eta: 1 day, 16:20:08, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5094, top5_acc: 0.7609, loss_cls: 2.0176, loss: 2.0176, grad_norm: 5.0795 2021-02-03 12:39:25,669 - mmaction - INFO - Epoch [20][620/3757] lr: 1.000e-02, eta: 1 day, 16:19:49, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5469, top5_acc: 0.7703, loss_cls: 1.9455, loss: 1.9455, grad_norm: 5.1664 2021-02-03 12:39:35,172 - mmaction - INFO - Epoch [20][640/3757] lr: 1.000e-02, eta: 1 day, 16:19:35, time: 0.475, data_time: 0.001, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7727, loss_cls: 1.9584, loss: 1.9584, grad_norm: 5.2832 2021-02-03 12:39:44,484 - mmaction - INFO - Epoch [20][660/3757] lr: 1.000e-02, eta: 1 day, 16:19:09, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5547, top5_acc: 0.7844, loss_cls: 1.9097, loss: 1.9097, grad_norm: 5.0200 2021-02-03 12:39:54,002 - mmaction - INFO - Epoch [20][680/3757] lr: 1.000e-02, eta: 1 day, 16:18:56, time: 0.475, data_time: 0.001, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7672, loss_cls: 2.0004, loss: 2.0004, grad_norm: 5.3010 2021-02-03 12:40:03,408 - mmaction - INFO - Epoch [20][700/3757] lr: 1.000e-02, eta: 1 day, 16:18:36, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5234, top5_acc: 0.7633, loss_cls: 1.9877, loss: 1.9877, grad_norm: 5.6897 2021-02-03 12:40:12,772 - mmaction - INFO - Epoch [20][720/3757] lr: 1.000e-02, eta: 1 day, 16:18:14, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5414, top5_acc: 0.7742, loss_cls: 1.9898, loss: 1.9898, grad_norm: 5.2849 2021-02-03 12:40:22,194 - mmaction - INFO - Epoch [20][740/3757] lr: 1.000e-02, eta: 1 day, 16:17:55, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5406, top5_acc: 0.7750, loss_cls: 1.9615, loss: 1.9615, grad_norm: 5.3404 2021-02-03 12:40:31,515 - mmaction - INFO - Epoch [20][760/3757] lr: 1.000e-02, eta: 1 day, 16:17:30, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5547, top5_acc: 0.7734, loss_cls: 1.9353, loss: 1.9353, grad_norm: 5.1614 2021-02-03 12:40:40,845 - mmaction - INFO - Epoch [20][780/3757] lr: 1.000e-02, eta: 1 day, 16:17:05, time: 0.466, data_time: 0.000, memory: 7140, top1_acc: 0.5289, top5_acc: 0.7633, loss_cls: 1.9958, loss: 1.9958, grad_norm: 5.2052 2021-02-03 12:40:50,258 - mmaction - INFO - Epoch [20][800/3757] lr: 1.000e-02, eta: 1 day, 16:16:46, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7820, loss_cls: 1.9079, loss: 1.9079, grad_norm: 5.2420 2021-02-03 12:40:59,626 - mmaction - INFO - Epoch [20][820/3757] lr: 1.000e-02, eta: 1 day, 16:16:23, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5555, top5_acc: 0.7836, loss_cls: 1.8529, loss: 1.8529, grad_norm: 5.0913 2021-02-03 12:41:08,983 - mmaction - INFO - Epoch [20][840/3757] lr: 1.000e-02, eta: 1 day, 16:16:00, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5508, top5_acc: 0.7766, loss_cls: 1.8861, loss: 1.8861, grad_norm: 5.1916 2021-02-03 12:41:18,378 - mmaction - INFO - Epoch [20][860/3757] lr: 1.000e-02, eta: 1 day, 16:15:41, time: 0.470, data_time: 0.002, memory: 7140, top1_acc: 0.5617, top5_acc: 0.7844, loss_cls: 1.8594, loss: 1.8594, grad_norm: 4.9598 2021-02-03 12:41:27,823 - mmaction - INFO - Epoch [20][880/3757] lr: 1.000e-02, eta: 1 day, 16:15:25, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5258, top5_acc: 0.7688, loss_cls: 1.9669, loss: 1.9669, grad_norm: 5.1049 2021-02-03 12:41:37,122 - mmaction - INFO - Epoch [20][900/3757] lr: 1.000e-02, eta: 1 day, 16:14:59, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5320, top5_acc: 0.7727, loss_cls: 1.9652, loss: 1.9652, grad_norm: 5.0190 2021-02-03 12:41:46,436 - mmaction - INFO - Epoch [20][920/3757] lr: 1.000e-02, eta: 1 day, 16:14:33, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7781, loss_cls: 1.9543, loss: 1.9543, grad_norm: 4.9289 2021-02-03 12:41:55,883 - mmaction - INFO - Epoch [20][940/3757] lr: 1.000e-02, eta: 1 day, 16:14:18, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7781, loss_cls: 1.9255, loss: 1.9255, grad_norm: 5.0783 2021-02-03 12:42:05,274 - mmaction - INFO - Epoch [20][960/3757] lr: 1.000e-02, eta: 1 day, 16:13:58, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5164, top5_acc: 0.7625, loss_cls: 2.0226, loss: 2.0226, grad_norm: 5.1211 2021-02-03 12:42:14,633 - mmaction - INFO - Epoch [20][980/3757] lr: 1.000e-02, eta: 1 day, 16:13:36, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5609, top5_acc: 0.7836, loss_cls: 1.8610, loss: 1.8610, grad_norm: 4.9725 2021-02-03 12:42:24,134 - mmaction - INFO - Epoch [20][1000/3757] lr: 1.000e-02, eta: 1 day, 16:13:22, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5492, top5_acc: 0.7789, loss_cls: 1.9233, loss: 1.9233, grad_norm: 5.2992 2021-02-03 12:42:33,446 - mmaction - INFO - Epoch [20][1020/3757] lr: 1.000e-02, eta: 1 day, 16:12:59, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5352, top5_acc: 0.7641, loss_cls: 1.9884, loss: 1.9884, grad_norm: 5.3463 2021-02-03 12:42:42,827 - mmaction - INFO - Epoch [20][1040/3757] lr: 1.000e-02, eta: 1 day, 16:12:39, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5563, top5_acc: 0.7805, loss_cls: 1.9013, loss: 1.9013, grad_norm: 5.0227 2021-02-03 12:42:52,256 - mmaction - INFO - Epoch [20][1060/3757] lr: 1.000e-02, eta: 1 day, 16:12:21, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5492, top5_acc: 0.7844, loss_cls: 1.9135, loss: 1.9135, grad_norm: 5.0600 2021-02-03 12:43:01,832 - mmaction - INFO - Epoch [20][1080/3757] lr: 1.000e-02, eta: 1 day, 16:12:14, time: 0.479, data_time: 0.001, memory: 7140, top1_acc: 0.5437, top5_acc: 0.7789, loss_cls: 1.9383, loss: 1.9383, grad_norm: 5.1962 2021-02-03 12:43:11,198 - mmaction - INFO - Epoch [20][1100/3757] lr: 1.000e-02, eta: 1 day, 16:11:53, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7953, loss_cls: 1.8714, loss: 1.8714, grad_norm: 5.2535 2021-02-03 12:43:20,458 - mmaction - INFO - Epoch [20][1120/3757] lr: 1.000e-02, eta: 1 day, 16:11:26, time: 0.463, data_time: 0.001, memory: 7140, top1_acc: 0.5602, top5_acc: 0.7945, loss_cls: 1.8299, loss: 1.8299, grad_norm: 5.2204 2021-02-03 12:43:29,845 - mmaction - INFO - Epoch [20][1140/3757] lr: 1.000e-02, eta: 1 day, 16:11:06, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7734, loss_cls: 1.9513, loss: 1.9513, grad_norm: 5.1644 2021-02-03 12:43:39,206 - mmaction - INFO - Epoch [20][1160/3757] lr: 1.000e-02, eta: 1 day, 16:10:46, time: 0.468, data_time: 0.002, memory: 7140, top1_acc: 0.5437, top5_acc: 0.7711, loss_cls: 1.9494, loss: 1.9494, grad_norm: 5.2335 2021-02-03 12:43:48,689 - mmaction - INFO - Epoch [20][1180/3757] lr: 1.000e-02, eta: 1 day, 16:10:33, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5633, top5_acc: 0.7914, loss_cls: 1.8499, loss: 1.8499, grad_norm: 5.0481 2021-02-03 12:43:57,965 - mmaction - INFO - Epoch [20][1200/3757] lr: 1.000e-02, eta: 1 day, 16:10:06, time: 0.463, data_time: 0.000, memory: 7140, top1_acc: 0.5461, top5_acc: 0.7719, loss_cls: 1.9736, loss: 1.9736, grad_norm: 5.0068 2021-02-03 12:44:07,167 - mmaction - INFO - Epoch [20][1220/3757] lr: 1.000e-02, eta: 1 day, 16:09:37, time: 0.461, data_time: 0.002, memory: 7140, top1_acc: 0.5570, top5_acc: 0.7781, loss_cls: 1.9072, loss: 1.9072, grad_norm: 5.0972 2021-02-03 12:44:16,486 - mmaction - INFO - Epoch [20][1240/3757] lr: 1.000e-02, eta: 1 day, 16:09:14, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7836, loss_cls: 1.9471, loss: 1.9471, grad_norm: 5.1369 2021-02-03 12:44:25,790 - mmaction - INFO - Epoch [20][1260/3757] lr: 1.000e-02, eta: 1 day, 16:08:50, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5219, top5_acc: 0.7664, loss_cls: 2.0382, loss: 2.0382, grad_norm: 5.1151 2021-02-03 12:44:35,092 - mmaction - INFO - Epoch [20][1280/3757] lr: 1.000e-02, eta: 1 day, 16:08:25, time: 0.464, data_time: 0.000, memory: 7140, top1_acc: 0.5445, top5_acc: 0.7711, loss_cls: 1.9193, loss: 1.9193, grad_norm: 5.0191 2021-02-03 12:44:44,438 - mmaction - INFO - Epoch [20][1300/3757] lr: 1.000e-02, eta: 1 day, 16:08:05, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5328, top5_acc: 0.7555, loss_cls: 1.9963, loss: 1.9963, grad_norm: 5.0000 2021-02-03 12:44:53,918 - mmaction - INFO - Epoch [20][1320/3757] lr: 1.000e-02, eta: 1 day, 16:07:53, time: 0.475, data_time: 0.003, memory: 7140, top1_acc: 0.5414, top5_acc: 0.7648, loss_cls: 1.9663, loss: 1.9663, grad_norm: 5.1511 2021-02-03 12:45:03,375 - mmaction - INFO - Epoch [20][1340/3757] lr: 1.000e-02, eta: 1 day, 16:07:37, time: 0.472, data_time: 0.000, memory: 7140, top1_acc: 0.5289, top5_acc: 0.7937, loss_cls: 1.9195, loss: 1.9195, grad_norm: 5.3718 2021-02-03 12:45:12,748 - mmaction - INFO - Epoch [20][1360/3757] lr: 1.000e-02, eta: 1 day, 16:07:18, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5188, top5_acc: 0.7555, loss_cls: 2.0342, loss: 2.0342, grad_norm: 5.1658 2021-02-03 12:45:22,095 - mmaction - INFO - Epoch [20][1380/3757] lr: 1.000e-02, eta: 1 day, 16:06:58, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5445, top5_acc: 0.7688, loss_cls: 1.9546, loss: 1.9546, grad_norm: 4.9997 2021-02-03 12:45:31,461 - mmaction - INFO - Epoch [20][1400/3757] lr: 1.000e-02, eta: 1 day, 16:06:38, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5570, top5_acc: 0.7773, loss_cls: 1.8906, loss: 1.8906, grad_norm: 5.0492 2021-02-03 12:45:40,884 - mmaction - INFO - Epoch [20][1420/3757] lr: 1.000e-02, eta: 1 day, 16:06:23, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5477, top5_acc: 0.7820, loss_cls: 1.9636, loss: 1.9636, grad_norm: 5.2887 2021-02-03 12:45:50,381 - mmaction - INFO - Epoch [20][1440/3757] lr: 1.000e-02, eta: 1 day, 16:06:10, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5383, top5_acc: 0.7781, loss_cls: 1.9168, loss: 1.9168, grad_norm: 5.2320 2021-02-03 12:45:59,804 - mmaction - INFO - Epoch [20][1460/3757] lr: 1.000e-02, eta: 1 day, 16:05:55, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5445, top5_acc: 0.7812, loss_cls: 1.9071, loss: 1.9071, grad_norm: 5.3042 2021-02-03 12:46:09,198 - mmaction - INFO - Epoch [20][1480/3757] lr: 1.000e-02, eta: 1 day, 16:05:37, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5375, top5_acc: 0.7773, loss_cls: 1.9459, loss: 1.9459, grad_norm: 5.2742 2021-02-03 12:46:18,548 - mmaction - INFO - Epoch [20][1500/3757] lr: 1.000e-02, eta: 1 day, 16:05:17, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7773, loss_cls: 1.8757, loss: 1.8757, grad_norm: 5.0005 2021-02-03 12:46:27,882 - mmaction - INFO - Epoch [20][1520/3757] lr: 1.000e-02, eta: 1 day, 16:04:57, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5391, top5_acc: 0.7820, loss_cls: 1.9115, loss: 1.9115, grad_norm: 5.1383 2021-02-03 12:46:37,290 - mmaction - INFO - Epoch [20][1540/3757] lr: 1.000e-02, eta: 1 day, 16:04:40, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5602, top5_acc: 0.7898, loss_cls: 1.8739, loss: 1.8739, grad_norm: 5.1571 2021-02-03 12:46:46,673 - mmaction - INFO - Epoch [20][1560/3757] lr: 1.000e-02, eta: 1 day, 16:04:22, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5547, top5_acc: 0.7766, loss_cls: 1.9390, loss: 1.9390, grad_norm: 5.1900 2021-02-03 12:46:56,108 - mmaction - INFO - Epoch [20][1580/3757] lr: 1.000e-02, eta: 1 day, 16:04:06, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5461, top5_acc: 0.7781, loss_cls: 1.9320, loss: 1.9320, grad_norm: 4.9784 2021-02-03 12:47:05,470 - mmaction - INFO - Epoch [20][1600/3757] lr: 1.000e-02, eta: 1 day, 16:03:47, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7562, loss_cls: 2.0282, loss: 2.0282, grad_norm: 5.1265 2021-02-03 12:47:14,779 - mmaction - INFO - Epoch [20][1620/3757] lr: 1.000e-02, eta: 1 day, 16:03:26, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5547, top5_acc: 0.7836, loss_cls: 1.8780, loss: 1.8780, grad_norm: 4.9784 2021-02-03 12:47:24,068 - mmaction - INFO - Epoch [20][1640/3757] lr: 1.000e-02, eta: 1 day, 16:03:02, time: 0.464, data_time: 0.001, memory: 7140, top1_acc: 0.5781, top5_acc: 0.7812, loss_cls: 1.8258, loss: 1.8258, grad_norm: 5.0364 2021-02-03 12:47:33,512 - mmaction - INFO - Epoch [20][1660/3757] lr: 1.000e-02, eta: 1 day, 16:02:48, time: 0.472, data_time: 0.002, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7836, loss_cls: 1.8975, loss: 1.8975, grad_norm: 5.2186 2021-02-03 12:47:42,856 - mmaction - INFO - Epoch [20][1680/3757] lr: 1.000e-02, eta: 1 day, 16:02:29, time: 0.467, data_time: 0.002, memory: 7140, top1_acc: 0.5633, top5_acc: 0.7891, loss_cls: 1.9077, loss: 1.9077, grad_norm: 5.0074 2021-02-03 12:47:52,306 - mmaction - INFO - Epoch [20][1700/3757] lr: 1.000e-02, eta: 1 day, 16:02:14, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5531, top5_acc: 0.7828, loss_cls: 1.9161, loss: 1.9161, grad_norm: 5.1699 2021-02-03 12:48:01,737 - mmaction - INFO - Epoch [20][1720/3757] lr: 1.000e-02, eta: 1 day, 16:02:00, time: 0.472, data_time: 0.002, memory: 7140, top1_acc: 0.5227, top5_acc: 0.7594, loss_cls: 2.0349, loss: 2.0349, grad_norm: 5.3138 2021-02-03 12:48:11,113 - mmaction - INFO - Epoch [20][1740/3757] lr: 1.000e-02, eta: 1 day, 16:01:42, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5070, top5_acc: 0.7492, loss_cls: 2.0938, loss: 2.0938, grad_norm: 5.2976 2021-02-03 12:48:20,484 - mmaction - INFO - Epoch [20][1760/3757] lr: 1.000e-02, eta: 1 day, 16:01:24, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5437, top5_acc: 0.7867, loss_cls: 1.9273, loss: 1.9273, grad_norm: 5.1582 2021-02-03 12:48:29,858 - mmaction - INFO - Epoch [20][1780/3757] lr: 1.000e-02, eta: 1 day, 16:01:07, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5391, top5_acc: 0.7750, loss_cls: 1.9357, loss: 1.9357, grad_norm: 5.1692 2021-02-03 12:48:39,168 - mmaction - INFO - Epoch [20][1800/3757] lr: 1.000e-02, eta: 1 day, 16:00:46, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.0865, loss: 2.0865, grad_norm: 5.1963 2021-02-03 12:48:48,478 - mmaction - INFO - Epoch [20][1820/3757] lr: 1.000e-02, eta: 1 day, 16:00:25, time: 0.466, data_time: 0.000, memory: 7140, top1_acc: 0.5570, top5_acc: 0.7812, loss_cls: 1.8957, loss: 1.8957, grad_norm: 5.0917 2021-02-03 12:48:57,852 - mmaction - INFO - Epoch [20][1840/3757] lr: 1.000e-02, eta: 1 day, 16:00:07, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5336, top5_acc: 0.7656, loss_cls: 2.0160, loss: 2.0160, grad_norm: 5.2323 2021-02-03 12:49:07,257 - mmaction - INFO - Epoch [20][1860/3757] lr: 1.000e-02, eta: 1 day, 15:59:51, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5391, top5_acc: 0.7750, loss_cls: 1.9498, loss: 1.9498, grad_norm: 5.2225 2021-02-03 12:49:16,611 - mmaction - INFO - Epoch [20][1880/3757] lr: 1.000e-02, eta: 1 day, 15:59:33, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7766, loss_cls: 1.8973, loss: 1.8973, grad_norm: 5.1353 2021-02-03 12:49:25,998 - mmaction - INFO - Epoch [20][1900/3757] lr: 1.000e-02, eta: 1 day, 15:59:16, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5258, top5_acc: 0.7461, loss_cls: 2.0585, loss: 2.0585, grad_norm: 5.3046 2021-02-03 12:49:35,309 - mmaction - INFO - Epoch [20][1920/3757] lr: 1.000e-02, eta: 1 day, 15:58:56, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5336, top5_acc: 0.7695, loss_cls: 1.9626, loss: 1.9626, grad_norm: 5.1826 2021-02-03 12:49:44,635 - mmaction - INFO - Epoch [20][1940/3757] lr: 1.000e-02, eta: 1 day, 15:58:36, time: 0.466, data_time: 0.000, memory: 7140, top1_acc: 0.5445, top5_acc: 0.7820, loss_cls: 1.9178, loss: 1.9178, grad_norm: 5.2298 2021-02-03 12:49:53,989 - mmaction - INFO - Epoch [20][1960/3757] lr: 1.000e-02, eta: 1 day, 15:58:18, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5375, top5_acc: 0.7602, loss_cls: 1.9935, loss: 1.9935, grad_norm: 5.0864 2021-02-03 12:50:03,340 - mmaction - INFO - Epoch [20][1980/3757] lr: 1.000e-02, eta: 1 day, 15:57:58, time: 0.467, data_time: 0.000, memory: 7140, top1_acc: 0.5539, top5_acc: 0.7664, loss_cls: 1.9381, loss: 1.9381, grad_norm: 5.1315 2021-02-03 12:50:12,660 - mmaction - INFO - Epoch [20][2000/3757] lr: 1.000e-02, eta: 1 day, 15:57:39, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5430, top5_acc: 0.7711, loss_cls: 1.9556, loss: 1.9556, grad_norm: 5.1475 2021-02-03 12:50:22,069 - mmaction - INFO - Epoch [20][2020/3757] lr: 1.000e-02, eta: 1 day, 15:57:24, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.8512, loss: 1.8512, grad_norm: 5.1083 2021-02-03 12:50:31,455 - mmaction - INFO - Epoch [20][2040/3757] lr: 1.000e-02, eta: 1 day, 15:57:07, time: 0.468, data_time: 0.002, memory: 7140, top1_acc: 0.5563, top5_acc: 0.7961, loss_cls: 1.8856, loss: 1.8856, grad_norm: 5.1075 2021-02-03 12:50:40,724 - mmaction - INFO - Epoch [20][2060/3757] lr: 1.000e-02, eta: 1 day, 15:56:45, time: 0.464, data_time: 0.001, memory: 7140, top1_acc: 0.5578, top5_acc: 0.7742, loss_cls: 1.8988, loss: 1.8988, grad_norm: 5.1026 2021-02-03 12:50:50,140 - mmaction - INFO - Epoch [20][2080/3757] lr: 1.000e-02, eta: 1 day, 15:56:31, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5430, top5_acc: 0.7836, loss_cls: 1.9639, loss: 1.9639, grad_norm: 5.2454 2021-02-03 12:50:59,475 - mmaction - INFO - Epoch [20][2100/3757] lr: 1.000e-02, eta: 1 day, 15:56:12, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5430, top5_acc: 0.7844, loss_cls: 1.9317, loss: 1.9317, grad_norm: 4.9478 2021-02-03 12:51:08,850 - mmaction - INFO - Epoch [20][2120/3757] lr: 1.000e-02, eta: 1 day, 15:55:55, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9887, loss: 1.9887, grad_norm: 5.1643 2021-02-03 12:51:18,219 - mmaction - INFO - Epoch [20][2140/3757] lr: 1.000e-02, eta: 1 day, 15:55:38, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5469, top5_acc: 0.7711, loss_cls: 1.9396, loss: 1.9396, grad_norm: 5.2160 2021-02-03 12:51:27,646 - mmaction - INFO - Epoch [20][2160/3757] lr: 1.000e-02, eta: 1 day, 15:55:25, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5234, top5_acc: 0.7688, loss_cls: 1.9982, loss: 1.9982, grad_norm: 5.0847 2021-02-03 12:51:36,896 - mmaction - INFO - Epoch [20][2180/3757] lr: 1.000e-02, eta: 1 day, 15:55:01, time: 0.462, data_time: 0.000, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7609, loss_cls: 2.0212, loss: 2.0212, grad_norm: 5.0234 2021-02-03 12:51:46,303 - mmaction - INFO - Epoch [20][2200/3757] lr: 1.000e-02, eta: 1 day, 15:54:47, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5281, top5_acc: 0.7695, loss_cls: 1.9864, loss: 1.9864, grad_norm: 5.2351 2021-02-03 12:51:55,678 - mmaction - INFO - Epoch [20][2220/3757] lr: 1.000e-02, eta: 1 day, 15:54:30, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5516, top5_acc: 0.7859, loss_cls: 1.8842, loss: 1.8842, grad_norm: 5.1146 2021-02-03 12:52:05,091 - mmaction - INFO - Epoch [20][2240/3757] lr: 1.000e-02, eta: 1 day, 15:54:16, time: 0.471, data_time: 0.000, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7812, loss_cls: 1.9088, loss: 1.9088, grad_norm: 5.1002 2021-02-03 12:52:14,617 - mmaction - INFO - Epoch [20][2260/3757] lr: 1.000e-02, eta: 1 day, 15:54:06, time: 0.476, data_time: 0.001, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7805, loss_cls: 1.9264, loss: 1.9264, grad_norm: 5.1311 2021-02-03 12:52:24,098 - mmaction - INFO - Epoch [20][2280/3757] lr: 1.000e-02, eta: 1 day, 15:53:55, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5227, top5_acc: 0.7586, loss_cls: 1.9888, loss: 1.9888, grad_norm: 5.2475 2021-02-03 12:52:33,461 - mmaction - INFO - Epoch [20][2300/3757] lr: 1.000e-02, eta: 1 day, 15:53:39, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7836, loss_cls: 1.8775, loss: 1.8775, grad_norm: 5.1759 2021-02-03 12:52:42,764 - mmaction - INFO - Epoch [20][2320/3757] lr: 1.000e-02, eta: 1 day, 15:53:19, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.9343, loss: 1.9343, grad_norm: 5.0318 2021-02-03 12:52:52,180 - mmaction - INFO - Epoch [20][2340/3757] lr: 1.000e-02, eta: 1 day, 15:53:05, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5406, top5_acc: 0.7859, loss_cls: 1.9633, loss: 1.9633, grad_norm: 5.0059 2021-02-03 12:53:01,596 - mmaction - INFO - Epoch [20][2360/3757] lr: 1.000e-02, eta: 1 day, 15:52:50, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5430, top5_acc: 0.7688, loss_cls: 1.9452, loss: 1.9452, grad_norm: 5.1106 2021-02-03 12:53:10,902 - mmaction - INFO - Epoch [20][2380/3757] lr: 1.000e-02, eta: 1 day, 15:52:31, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5477, top5_acc: 0.7875, loss_cls: 1.9565, loss: 1.9565, grad_norm: 5.1111 2021-02-03 12:53:20,311 - mmaction - INFO - Epoch [20][2400/3757] lr: 1.000e-02, eta: 1 day, 15:52:17, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5633, top5_acc: 0.7789, loss_cls: 1.9211, loss: 1.9211, grad_norm: 4.9771 2021-02-03 12:53:29,745 - mmaction - INFO - Epoch [20][2420/3757] lr: 1.000e-02, eta: 1 day, 15:52:04, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5281, top5_acc: 0.7828, loss_cls: 1.9647, loss: 1.9647, grad_norm: 5.1803 2021-02-03 12:53:39,071 - mmaction - INFO - Epoch [20][2440/3757] lr: 1.000e-02, eta: 1 day, 15:51:45, time: 0.466, data_time: 0.000, memory: 7140, top1_acc: 0.5437, top5_acc: 0.7609, loss_cls: 1.9866, loss: 1.9866, grad_norm: 5.0468 2021-02-03 12:53:48,454 - mmaction - INFO - Epoch [20][2460/3757] lr: 1.000e-02, eta: 1 day, 15:51:29, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5484, top5_acc: 0.8000, loss_cls: 1.8628, loss: 1.8628, grad_norm: 5.1291 2021-02-03 12:53:57,906 - mmaction - INFO - Epoch [20][2480/3757] lr: 1.000e-02, eta: 1 day, 15:51:17, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5578, top5_acc: 0.7734, loss_cls: 1.9605, loss: 1.9605, grad_norm: 5.1557 2021-02-03 12:54:07,259 - mmaction - INFO - Epoch [20][2500/3757] lr: 1.000e-02, eta: 1 day, 15:51:00, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7867, loss_cls: 1.9669, loss: 1.9669, grad_norm: 5.1402 2021-02-03 12:54:16,598 - mmaction - INFO - Epoch [20][2520/3757] lr: 1.000e-02, eta: 1 day, 15:50:43, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5234, top5_acc: 0.7680, loss_cls: 1.9675, loss: 1.9675, grad_norm: 5.2767 2021-02-03 12:54:26,044 - mmaction - INFO - Epoch [20][2540/3757] lr: 1.000e-02, eta: 1 day, 15:50:31, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5445, top5_acc: 0.7867, loss_cls: 1.9533, loss: 1.9533, grad_norm: 5.3879 2021-02-03 12:54:35,312 - mmaction - INFO - Epoch [20][2560/3757] lr: 1.000e-02, eta: 1 day, 15:50:10, time: 0.464, data_time: 0.001, memory: 7140, top1_acc: 0.5266, top5_acc: 0.7773, loss_cls: 2.0003, loss: 2.0003, grad_norm: 5.3564 2021-02-03 12:54:44,644 - mmaction - INFO - Epoch [20][2580/3757] lr: 1.000e-02, eta: 1 day, 15:49:52, time: 0.467, data_time: 0.000, memory: 7140, top1_acc: 0.5570, top5_acc: 0.7836, loss_cls: 1.8969, loss: 1.8969, grad_norm: 5.1048 2021-02-03 12:54:54,120 - mmaction - INFO - Epoch [20][2600/3757] lr: 1.000e-02, eta: 1 day, 15:49:41, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5383, top5_acc: 0.7734, loss_cls: 1.9784, loss: 1.9784, grad_norm: 5.2642 2021-02-03 12:55:03,388 - mmaction - INFO - Epoch [20][2620/3757] lr: 1.000e-02, eta: 1 day, 15:49:21, time: 0.464, data_time: 0.001, memory: 7140, top1_acc: 0.5469, top5_acc: 0.7680, loss_cls: 1.9837, loss: 1.9837, grad_norm: 5.2006 2021-02-03 12:55:12,683 - mmaction - INFO - Epoch [20][2640/3757] lr: 1.000e-02, eta: 1 day, 15:49:01, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5477, top5_acc: 0.7750, loss_cls: 1.9060, loss: 1.9060, grad_norm: 5.1169 2021-02-03 12:55:22,030 - mmaction - INFO - Epoch [20][2660/3757] lr: 1.000e-02, eta: 1 day, 15:48:44, time: 0.467, data_time: 0.000, memory: 7140, top1_acc: 0.5203, top5_acc: 0.7578, loss_cls: 2.0543, loss: 2.0543, grad_norm: 5.0922 2021-02-03 12:55:31,351 - mmaction - INFO - Epoch [20][2680/3757] lr: 1.000e-02, eta: 1 day, 15:48:25, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5203, top5_acc: 0.7680, loss_cls: 2.0149, loss: 2.0149, grad_norm: 5.2093 2021-02-03 12:55:40,769 - mmaction - INFO - Epoch [20][2700/3757] lr: 1.000e-02, eta: 1 day, 15:48:13, time: 0.472, data_time: 0.002, memory: 7140, top1_acc: 0.5227, top5_acc: 0.7641, loss_cls: 1.9697, loss: 1.9697, grad_norm: 5.2442 2021-02-03 12:55:50,111 - mmaction - INFO - Epoch [20][2720/3757] lr: 1.000e-02, eta: 1 day, 15:47:55, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7797, loss_cls: 1.9262, loss: 1.9262, grad_norm: 5.1673 2021-02-03 12:55:59,540 - mmaction - INFO - Epoch [20][2740/3757] lr: 1.000e-02, eta: 1 day, 15:47:43, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5289, top5_acc: 0.7672, loss_cls: 2.0120, loss: 2.0120, grad_norm: 5.1986 2021-02-03 12:56:08,907 - mmaction - INFO - Epoch [20][2760/3757] lr: 1.000e-02, eta: 1 day, 15:47:27, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5281, top5_acc: 0.7492, loss_cls: 2.0293, loss: 2.0293, grad_norm: 5.2624 2021-02-03 12:56:18,209 - mmaction - INFO - Epoch [20][2780/3757] lr: 1.000e-02, eta: 1 day, 15:47:09, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5070, top5_acc: 0.7586, loss_cls: 2.0989, loss: 2.0989, grad_norm: 5.1992 2021-02-03 12:56:27,560 - mmaction - INFO - Epoch [20][2800/3757] lr: 1.000e-02, eta: 1 day, 15:46:52, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5563, top5_acc: 0.7891, loss_cls: 1.9310, loss: 1.9310, grad_norm: 4.9978 2021-02-03 12:56:36,955 - mmaction - INFO - Epoch [20][2820/3757] lr: 1.000e-02, eta: 1 day, 15:46:38, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5656, top5_acc: 0.7859, loss_cls: 1.8275, loss: 1.8275, grad_norm: 5.0139 2021-02-03 12:56:46,330 - mmaction - INFO - Epoch [20][2840/3757] lr: 1.000e-02, eta: 1 day, 15:46:23, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7703, loss_cls: 1.9416, loss: 1.9416, grad_norm: 5.1380 2021-02-03 12:56:55,637 - mmaction - INFO - Epoch [20][2860/3757] lr: 1.000e-02, eta: 1 day, 15:46:04, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5477, top5_acc: 0.7758, loss_cls: 1.9397, loss: 1.9397, grad_norm: 5.0416 2021-02-03 12:57:05,013 - mmaction - INFO - Epoch [20][2880/3757] lr: 1.000e-02, eta: 1 day, 15:45:50, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5383, top5_acc: 0.7672, loss_cls: 1.9650, loss: 1.9650, grad_norm: 5.2106 2021-02-03 12:57:14,334 - mmaction - INFO - Epoch [20][2900/3757] lr: 1.000e-02, eta: 1 day, 15:45:31, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 1.9783, loss: 1.9783, grad_norm: 5.2856 2021-02-03 12:57:23,714 - mmaction - INFO - Epoch [20][2920/3757] lr: 1.000e-02, eta: 1 day, 15:45:17, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5391, top5_acc: 0.7805, loss_cls: 1.9572, loss: 1.9572, grad_norm: 5.2717 2021-02-03 12:57:33,204 - mmaction - INFO - Epoch [20][2940/3757] lr: 1.000e-02, eta: 1 day, 15:45:07, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5531, top5_acc: 0.7727, loss_cls: 1.9276, loss: 1.9276, grad_norm: 5.0274 2021-02-03 12:57:42,626 - mmaction - INFO - Epoch [20][2960/3757] lr: 1.000e-02, eta: 1 day, 15:44:54, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7836, loss_cls: 1.9265, loss: 1.9265, grad_norm: 4.9138 2021-02-03 12:57:52,085 - mmaction - INFO - Epoch [20][2980/3757] lr: 1.000e-02, eta: 1 day, 15:44:43, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5641, top5_acc: 0.7836, loss_cls: 1.8772, loss: 1.8772, grad_norm: 5.0293 2021-02-03 12:58:01,418 - mmaction - INFO - Epoch [20][3000/3757] lr: 1.000e-02, eta: 1 day, 15:44:26, time: 0.467, data_time: 0.000, memory: 7140, top1_acc: 0.5437, top5_acc: 0.7766, loss_cls: 1.9314, loss: 1.9314, grad_norm: 5.0884 2021-02-03 12:58:10,854 - mmaction - INFO - Epoch [20][3020/3757] lr: 1.000e-02, eta: 1 day, 15:44:14, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5188, top5_acc: 0.7633, loss_cls: 2.0672, loss: 2.0672, grad_norm: 5.3755 2021-02-03 12:58:20,223 - mmaction - INFO - Epoch [20][3040/3757] lr: 1.000e-02, eta: 1 day, 15:43:59, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9701, loss: 1.9701, grad_norm: 5.1142 2021-02-03 12:58:29,510 - mmaction - INFO - Epoch [20][3060/3757] lr: 1.000e-02, eta: 1 day, 15:43:40, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5125, top5_acc: 0.7633, loss_cls: 2.0819, loss: 2.0819, grad_norm: 5.3288 2021-02-03 12:58:38,924 - mmaction - INFO - Epoch [20][3080/3757] lr: 1.000e-02, eta: 1 day, 15:43:27, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5117, top5_acc: 0.7648, loss_cls: 2.0392, loss: 2.0392, grad_norm: 5.1474 2021-02-03 12:58:48,405 - mmaction - INFO - Epoch [20][3100/3757] lr: 1.000e-02, eta: 1 day, 15:43:17, time: 0.474, data_time: 0.000, memory: 7140, top1_acc: 0.5336, top5_acc: 0.7727, loss_cls: 1.9443, loss: 1.9443, grad_norm: 5.1411 2021-02-03 12:58:57,731 - mmaction - INFO - Epoch [20][3120/3757] lr: 1.000e-02, eta: 1 day, 15:43:00, time: 0.466, data_time: 0.000, memory: 7140, top1_acc: 0.5242, top5_acc: 0.7688, loss_cls: 1.9524, loss: 1.9524, grad_norm: 5.0323 2021-02-03 12:59:07,053 - mmaction - INFO - Epoch [20][3140/3757] lr: 1.000e-02, eta: 1 day, 15:42:43, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.9150, loss: 1.9150, grad_norm: 5.0156 2021-02-03 12:59:16,425 - mmaction - INFO - Epoch [20][3160/3757] lr: 1.000e-02, eta: 1 day, 15:42:28, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5234, top5_acc: 0.7742, loss_cls: 1.9684, loss: 1.9684, grad_norm: 5.1666 2021-02-03 12:59:25,828 - mmaction - INFO - Epoch [20][3180/3757] lr: 1.000e-02, eta: 1 day, 15:42:15, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5133, top5_acc: 0.7484, loss_cls: 2.0998, loss: 2.0998, grad_norm: 5.3896 2021-02-03 12:59:35,138 - mmaction - INFO - Epoch [20][3200/3757] lr: 1.000e-02, eta: 1 day, 15:41:58, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5594, top5_acc: 0.7891, loss_cls: 1.8869, loss: 1.8869, grad_norm: 4.9939 2021-02-03 12:59:44,626 - mmaction - INFO - Epoch [20][3220/3757] lr: 1.000e-02, eta: 1 day, 15:41:48, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5430, top5_acc: 0.7867, loss_cls: 1.9224, loss: 1.9224, grad_norm: 5.3095 2021-02-03 12:59:53,976 - mmaction - INFO - Epoch [20][3240/3757] lr: 1.000e-02, eta: 1 day, 15:41:32, time: 0.467, data_time: 0.000, memory: 7140, top1_acc: 0.5336, top5_acc: 0.7648, loss_cls: 1.9792, loss: 1.9792, grad_norm: 5.2448 2021-02-03 13:00:03,457 - mmaction - INFO - Epoch [20][3260/3757] lr: 1.000e-02, eta: 1 day, 15:41:22, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.0707, loss: 2.0707, grad_norm: 5.2872 2021-02-03 13:00:12,855 - mmaction - INFO - Epoch [20][3280/3757] lr: 1.000e-02, eta: 1 day, 15:41:08, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5469, top5_acc: 0.7703, loss_cls: 1.9717, loss: 1.9717, grad_norm: 5.0620 2021-02-03 13:00:22,295 - mmaction - INFO - Epoch [20][3300/3757] lr: 1.000e-02, eta: 1 day, 15:40:57, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5547, top5_acc: 0.7812, loss_cls: 1.8757, loss: 1.8757, grad_norm: 5.0753 2021-02-03 13:00:31,646 - mmaction - INFO - Epoch [20][3320/3757] lr: 1.000e-02, eta: 1 day, 15:40:42, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5414, top5_acc: 0.7594, loss_cls: 1.9884, loss: 1.9884, grad_norm: 4.9799 2021-02-03 13:00:41,099 - mmaction - INFO - Epoch [20][3340/3757] lr: 1.000e-02, eta: 1 day, 15:40:31, time: 0.473, data_time: 0.000, memory: 7140, top1_acc: 0.5336, top5_acc: 0.7758, loss_cls: 1.9311, loss: 1.9311, grad_norm: 5.0681 2021-02-03 13:00:50,507 - mmaction - INFO - Epoch [20][3360/3757] lr: 1.000e-02, eta: 1 day, 15:40:18, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5203, top5_acc: 0.7547, loss_cls: 2.1077, loss: 2.1077, grad_norm: 5.3471 2021-02-03 13:00:59,951 - mmaction - INFO - Epoch [20][3380/3757] lr: 1.000e-02, eta: 1 day, 15:40:06, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5516, top5_acc: 0.7719, loss_cls: 1.9666, loss: 1.9666, grad_norm: 5.0775 2021-02-03 13:01:09,333 - mmaction - INFO - Epoch [20][3400/3757] lr: 1.000e-02, eta: 1 day, 15:39:52, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0202, loss: 2.0202, grad_norm: 5.2985 2021-02-03 13:01:18,668 - mmaction - INFO - Epoch [20][3420/3757] lr: 1.000e-02, eta: 1 day, 15:39:36, time: 0.466, data_time: 0.000, memory: 7140, top1_acc: 0.5289, top5_acc: 0.7781, loss_cls: 1.9621, loss: 1.9621, grad_norm: 4.9937 2021-02-03 13:01:28,051 - mmaction - INFO - Epoch [20][3440/3757] lr: 1.000e-02, eta: 1 day, 15:39:22, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5437, top5_acc: 0.7844, loss_cls: 1.9352, loss: 1.9352, grad_norm: 4.9848 2021-02-03 13:01:37,424 - mmaction - INFO - Epoch [20][3460/3757] lr: 1.000e-02, eta: 1 day, 15:39:08, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5555, top5_acc: 0.7797, loss_cls: 1.9025, loss: 1.9025, grad_norm: 4.9429 2021-02-03 13:01:46,807 - mmaction - INFO - Epoch [20][3480/3757] lr: 1.000e-02, eta: 1 day, 15:38:54, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5281, top5_acc: 0.7742, loss_cls: 2.0226, loss: 2.0226, grad_norm: 5.0015 2021-02-03 13:01:56,133 - mmaction - INFO - Epoch [20][3500/3757] lr: 1.000e-02, eta: 1 day, 15:38:37, time: 0.466, data_time: 0.000, memory: 7140, top1_acc: 0.5383, top5_acc: 0.7875, loss_cls: 1.9073, loss: 1.9073, grad_norm: 4.9426 2021-02-03 13:02:05,601 - mmaction - INFO - Epoch [20][3520/3757] lr: 1.000e-02, eta: 1 day, 15:38:27, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5633, top5_acc: 0.7820, loss_cls: 1.9004, loss: 1.9004, grad_norm: 4.9981 2021-02-03 13:02:14,997 - mmaction - INFO - Epoch [20][3540/3757] lr: 1.000e-02, eta: 1 day, 15:38:13, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5258, top5_acc: 0.7633, loss_cls: 2.0431, loss: 2.0431, grad_norm: 5.0342 2021-02-03 13:02:24,351 - mmaction - INFO - Epoch [20][3560/3757] lr: 1.000e-02, eta: 1 day, 15:37:59, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5391, top5_acc: 0.7859, loss_cls: 1.9315, loss: 1.9315, grad_norm: 5.0321 2021-02-03 13:02:33,656 - mmaction - INFO - Epoch [20][3580/3757] lr: 1.000e-02, eta: 1 day, 15:37:42, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5547, top5_acc: 0.7797, loss_cls: 1.8887, loss: 1.8887, grad_norm: 5.1928 2021-02-03 13:02:42,966 - mmaction - INFO - Epoch [20][3600/3757] lr: 1.000e-02, eta: 1 day, 15:37:24, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7773, loss_cls: 1.9581, loss: 1.9581, grad_norm: 5.3044 2021-02-03 13:02:52,407 - mmaction - INFO - Epoch [20][3620/3757] lr: 1.000e-02, eta: 1 day, 15:37:14, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5320, top5_acc: 0.7664, loss_cls: 1.9764, loss: 1.9764, grad_norm: 5.2324 2021-02-03 13:03:01,854 - mmaction - INFO - Epoch [20][3640/3757] lr: 1.000e-02, eta: 1 day, 15:37:02, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5188, top5_acc: 0.7797, loss_cls: 2.0387, loss: 2.0387, grad_norm: 5.4452 2021-02-03 13:03:11,297 - mmaction - INFO - Epoch [20][3660/3757] lr: 1.000e-02, eta: 1 day, 15:36:50, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5312, top5_acc: 0.7734, loss_cls: 1.9787, loss: 1.9787, grad_norm: 5.1172 2021-02-03 13:03:20,608 - mmaction - INFO - Epoch [20][3680/3757] lr: 1.000e-02, eta: 1 day, 15:36:35, time: 0.467, data_time: 0.002, memory: 7140, top1_acc: 0.5320, top5_acc: 0.7758, loss_cls: 2.0102, loss: 2.0102, grad_norm: 5.3705 2021-02-03 13:03:29,997 - mmaction - INFO - Epoch [20][3700/3757] lr: 1.000e-02, eta: 1 day, 15:36:21, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5352, top5_acc: 0.7750, loss_cls: 1.9715, loss: 1.9715, grad_norm: 5.1436 2021-02-03 13:03:39,368 - mmaction - INFO - Epoch [20][3720/3757] lr: 1.000e-02, eta: 1 day, 15:36:07, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5227, top5_acc: 0.7680, loss_cls: 2.0074, loss: 2.0074, grad_norm: 5.2164 2021-02-03 13:03:48,680 - mmaction - INFO - Epoch [20][3740/3757] lr: 1.000e-02, eta: 1 day, 15:35:51, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7758, loss_cls: 1.9724, loss: 1.9724, grad_norm: 5.3077 2021-02-03 13:03:57,098 - mmaction - INFO - Saving checkpoint at 20 epochs 2021-02-03 13:19:07,537 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-02-03 13:19:08,305 - mmaction - INFO - top1_acc 0.6307 top5_acc 0.8541 2021-02-03 13:19:08,306 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-02-03 13:19:08,338 - mmaction - INFO - mean_acc 0.6305 2021-02-03 13:19:08,338 - mmaction - INFO - Now best checkpoint is epoch_20.pth 2021-02-03 13:19:08,369 - mmaction - INFO - Epoch(val) [20][3757] top1_acc: 0.6307, top5_acc: 0.8541, mean_class_accuracy: 0.6305 2021-02-03 13:19:43,257 - mmaction - INFO - Epoch [21][20/3757] lr: 1.000e-02, eta: 1 day, 15:47:04, time: 1.743, data_time: 1.270, memory: 7140, top1_acc: 0.5500, top5_acc: 0.7914, loss_cls: 1.8876, loss: 1.8876, grad_norm: 5.0847 2021-02-03 13:19:52,457 - mmaction - INFO - Epoch [21][40/3757] lr: 1.000e-02, eta: 1 day, 15:46:42, time: 0.461, data_time: 0.004, memory: 7140, top1_acc: 0.5508, top5_acc: 0.7945, loss_cls: 1.8801, loss: 1.8801, grad_norm: 5.1539 2021-02-03 13:20:01,609 - mmaction - INFO - Epoch [21][60/3757] lr: 1.000e-02, eta: 1 day, 15:46:17, time: 0.457, data_time: 0.001, memory: 7140, top1_acc: 0.5273, top5_acc: 0.7742, loss_cls: 1.9547, loss: 1.9547, grad_norm: 5.2704 2021-02-03 13:20:10,840 - mmaction - INFO - Epoch [21][80/3757] lr: 1.000e-02, eta: 1 day, 15:45:56, time: 0.462, data_time: 0.001, memory: 7140, top1_acc: 0.5461, top5_acc: 0.7859, loss_cls: 1.9167, loss: 1.9167, grad_norm: 5.0970 2021-02-03 13:20:19,977 - mmaction - INFO - Epoch [21][100/3757] lr: 1.000e-02, eta: 1 day, 15:45:31, time: 0.457, data_time: 0.000, memory: 7140, top1_acc: 0.5508, top5_acc: 0.7680, loss_cls: 1.9728, loss: 1.9728, grad_norm: 5.4025 2021-02-03 13:20:29,074 - mmaction - INFO - Epoch [21][120/3757] lr: 1.000e-02, eta: 1 day, 15:45:04, time: 0.455, data_time: 0.000, memory: 7140, top1_acc: 0.5359, top5_acc: 0.7984, loss_cls: 1.9046, loss: 1.9046, grad_norm: 5.2439 2021-02-03 13:20:38,342 - mmaction - INFO - Epoch [21][140/3757] lr: 1.000e-02, eta: 1 day, 15:44:45, time: 0.463, data_time: 0.000, memory: 7140, top1_acc: 0.5609, top5_acc: 0.8086, loss_cls: 1.8140, loss: 1.8140, grad_norm: 5.2615 2021-02-03 13:20:47,682 - mmaction - INFO - Epoch [21][160/3757] lr: 1.000e-02, eta: 1 day, 15:44:28, time: 0.467, data_time: 0.000, memory: 7140, top1_acc: 0.5391, top5_acc: 0.7852, loss_cls: 1.9396, loss: 1.9396, grad_norm: 5.3972 2021-02-03 13:20:57,022 - mmaction - INFO - Epoch [21][180/3757] lr: 1.000e-02, eta: 1 day, 15:44:11, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5289, top5_acc: 0.7727, loss_cls: 1.9109, loss: 1.9109, grad_norm: 5.1018 2021-02-03 13:21:06,409 - mmaction - INFO - Epoch [21][200/3757] lr: 1.000e-02, eta: 1 day, 15:43:56, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5609, top5_acc: 0.7836, loss_cls: 1.8633, loss: 1.8633, grad_norm: 5.3242 2021-02-03 13:21:15,609 - mmaction - INFO - Epoch [21][220/3757] lr: 1.000e-02, eta: 1 day, 15:43:34, time: 0.461, data_time: 0.001, memory: 7140, top1_acc: 0.5742, top5_acc: 0.8094, loss_cls: 1.8100, loss: 1.8100, grad_norm: 5.2886 2021-02-03 13:21:25,088 - mmaction - INFO - Epoch [21][240/3757] lr: 1.000e-02, eta: 1 day, 15:43:22, time: 0.473, data_time: 0.000, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7648, loss_cls: 1.9293, loss: 1.9293, grad_norm: 5.0467 2021-02-03 13:21:34,511 - mmaction - INFO - Epoch [21][260/3757] lr: 1.000e-02, eta: 1 day, 15:43:09, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7930, loss_cls: 1.8340, loss: 1.8340, grad_norm: 5.0952 2021-02-03 13:21:43,935 - mmaction - INFO - Epoch [21][280/3757] lr: 1.000e-02, eta: 1 day, 15:42:56, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5602, top5_acc: 0.7812, loss_cls: 1.8832, loss: 1.8832, grad_norm: 5.1419 2021-02-03 13:21:53,412 - mmaction - INFO - Epoch [21][300/3757] lr: 1.000e-02, eta: 1 day, 15:42:45, time: 0.475, data_time: 0.001, memory: 7140, top1_acc: 0.5508, top5_acc: 0.7773, loss_cls: 1.9085, loss: 1.9085, grad_norm: 5.2726 2021-02-03 13:22:02,726 - mmaction - INFO - Epoch [21][320/3757] lr: 1.000e-02, eta: 1 day, 15:42:27, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5547, top5_acc: 0.7797, loss_cls: 1.8535, loss: 1.8535, grad_norm: 5.2431 2021-02-03 13:22:11,940 - mmaction - INFO - Epoch [21][340/3757] lr: 1.000e-02, eta: 1 day, 15:42:06, time: 0.462, data_time: 0.001, memory: 7140, top1_acc: 0.5383, top5_acc: 0.7609, loss_cls: 2.0041, loss: 2.0041, grad_norm: 5.1901 2021-02-03 13:22:21,280 - mmaction - INFO - Epoch [21][360/3757] lr: 1.000e-02, eta: 1 day, 15:41:49, time: 0.466, data_time: 0.000, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7836, loss_cls: 1.8640, loss: 1.8640, grad_norm: 5.1470 2021-02-03 13:22:30,661 - mmaction - INFO - Epoch [21][380/3757] lr: 1.000e-02, eta: 1 day, 15:41:34, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5469, top5_acc: 0.7773, loss_cls: 1.9044, loss: 1.9044, grad_norm: 5.0652 2021-02-03 13:22:40,055 - mmaction - INFO - Epoch [21][400/3757] lr: 1.000e-02, eta: 1 day, 15:41:20, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5445, top5_acc: 0.7766, loss_cls: 1.9233, loss: 1.9233, grad_norm: 5.2759 2021-02-03 13:22:49,490 - mmaction - INFO - Epoch [21][420/3757] lr: 1.000e-02, eta: 1 day, 15:41:07, time: 0.472, data_time: 0.002, memory: 7140, top1_acc: 0.5531, top5_acc: 0.7852, loss_cls: 1.9247, loss: 1.9247, grad_norm: 5.0243 2021-02-03 13:22:58,890 - mmaction - INFO - Epoch [21][440/3757] lr: 1.000e-02, eta: 1 day, 15:40:54, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5312, top5_acc: 0.7711, loss_cls: 1.9843, loss: 1.9843, grad_norm: 5.2683 2021-02-03 13:23:08,228 - mmaction - INFO - Epoch [21][460/3757] lr: 1.000e-02, eta: 1 day, 15:40:37, time: 0.467, data_time: 0.000, memory: 7140, top1_acc: 0.5789, top5_acc: 0.7828, loss_cls: 1.8881, loss: 1.8881, grad_norm: 4.9197 2021-02-03 13:23:17,643 - mmaction - INFO - Epoch [21][480/3757] lr: 1.000e-02, eta: 1 day, 15:40:23, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7648, loss_cls: 1.9675, loss: 1.9675, grad_norm: 5.1909 2021-02-03 13:23:27,012 - mmaction - INFO - Epoch [21][500/3757] lr: 1.000e-02, eta: 1 day, 15:40:08, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7602, loss_cls: 2.0102, loss: 2.0102, grad_norm: 5.2694 2021-02-03 13:23:36,345 - mmaction - INFO - Epoch [21][520/3757] lr: 1.000e-02, eta: 1 day, 15:39:52, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5500, top5_acc: 0.7766, loss_cls: 1.8853, loss: 1.8853, grad_norm: 5.1964 2021-02-03 13:23:45,686 - mmaction - INFO - Epoch [21][540/3757] lr: 1.000e-02, eta: 1 day, 15:39:36, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5617, top5_acc: 0.7836, loss_cls: 1.8483, loss: 1.8483, grad_norm: 5.0829 2021-02-03 13:23:55,080 - mmaction - INFO - Epoch [21][560/3757] lr: 1.000e-02, eta: 1 day, 15:39:22, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5484, top5_acc: 0.7773, loss_cls: 1.9234, loss: 1.9234, grad_norm: 5.0957 2021-02-03 13:24:04,340 - mmaction - INFO - Epoch [21][580/3757] lr: 1.000e-02, eta: 1 day, 15:39:02, time: 0.462, data_time: 0.000, memory: 7140, top1_acc: 0.5484, top5_acc: 0.7984, loss_cls: 1.8716, loss: 1.8716, grad_norm: 5.2053 2021-02-03 13:24:13,715 - mmaction - INFO - Epoch [21][600/3757] lr: 1.000e-02, eta: 1 day, 15:38:48, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5312, top5_acc: 0.7641, loss_cls: 1.9697, loss: 1.9697, grad_norm: 5.1834 2021-02-03 13:24:22,997 - mmaction - INFO - Epoch [21][620/3757] lr: 1.000e-02, eta: 1 day, 15:38:30, time: 0.464, data_time: 0.000, memory: 7140, top1_acc: 0.5445, top5_acc: 0.7766, loss_cls: 1.9019, loss: 1.9019, grad_norm: 5.1111 2021-02-03 13:24:32,414 - mmaction - INFO - Epoch [21][640/3757] lr: 1.000e-02, eta: 1 day, 15:38:16, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5461, top5_acc: 0.7578, loss_cls: 1.9679, loss: 1.9679, grad_norm: 5.2144 2021-02-03 13:24:41,787 - mmaction - INFO - Epoch [21][660/3757] lr: 1.000e-02, eta: 1 day, 15:38:02, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7742, loss_cls: 1.9719, loss: 1.9719, grad_norm: 5.2559 2021-02-03 13:24:51,156 - mmaction - INFO - Epoch [21][680/3757] lr: 1.000e-02, eta: 1 day, 15:37:47, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5531, top5_acc: 0.7844, loss_cls: 1.9059, loss: 1.9059, grad_norm: 5.0715 2021-02-03 13:25:00,563 - mmaction - INFO - Epoch [21][700/3757] lr: 1.000e-02, eta: 1 day, 15:37:34, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5586, top5_acc: 0.8016, loss_cls: 1.8118, loss: 1.8118, grad_norm: 5.1742 2021-02-03 13:25:09,910 - mmaction - INFO - Epoch [21][720/3757] lr: 1.000e-02, eta: 1 day, 15:37:18, time: 0.467, data_time: 0.000, memory: 7140, top1_acc: 0.5555, top5_acc: 0.7734, loss_cls: 1.9430, loss: 1.9430, grad_norm: 5.3609 2021-02-03 13:25:19,258 - mmaction - INFO - Epoch [21][740/3757] lr: 1.000e-02, eta: 1 day, 15:37:02, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5484, top5_acc: 0.7773, loss_cls: 1.9304, loss: 1.9304, grad_norm: 5.2944 2021-02-03 13:25:28,683 - mmaction - INFO - Epoch [21][760/3757] lr: 1.000e-02, eta: 1 day, 15:36:49, time: 0.472, data_time: 0.002, memory: 7140, top1_acc: 0.5594, top5_acc: 0.7883, loss_cls: 1.8680, loss: 1.8680, grad_norm: 4.9666 2021-02-03 13:25:38,105 - mmaction - INFO - Epoch [21][780/3757] lr: 1.000e-02, eta: 1 day, 15:36:37, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7648, loss_cls: 1.9316, loss: 1.9316, grad_norm: 5.1240 2021-02-03 13:25:47,389 - mmaction - INFO - Epoch [21][800/3757] lr: 1.000e-02, eta: 1 day, 15:36:18, time: 0.464, data_time: 0.001, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7672, loss_cls: 1.9612, loss: 1.9612, grad_norm: 5.1745 2021-02-03 13:25:56,813 - mmaction - INFO - Epoch [21][820/3757] lr: 1.000e-02, eta: 1 day, 15:36:06, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5227, top5_acc: 0.7469, loss_cls: 2.0200, loss: 2.0200, grad_norm: 5.1625 2021-02-03 13:26:06,224 - mmaction - INFO - Epoch [21][840/3757] lr: 1.000e-02, eta: 1 day, 15:35:52, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5352, top5_acc: 0.7797, loss_cls: 1.9542, loss: 1.9542, grad_norm: 4.9677 2021-02-03 13:26:15,655 - mmaction - INFO - Epoch [21][860/3757] lr: 1.000e-02, eta: 1 day, 15:35:41, time: 0.473, data_time: 0.002, memory: 7140, top1_acc: 0.5312, top5_acc: 0.7695, loss_cls: 1.9783, loss: 1.9783, grad_norm: 5.1626 2021-02-03 13:26:25,086 - mmaction - INFO - Epoch [21][880/3757] lr: 1.000e-02, eta: 1 day, 15:35:28, time: 0.471, data_time: 0.000, memory: 7140, top1_acc: 0.5617, top5_acc: 0.7781, loss_cls: 1.8681, loss: 1.8681, grad_norm: 5.1379 2021-02-03 13:26:34,451 - mmaction - INFO - Epoch [21][900/3757] lr: 1.000e-02, eta: 1 day, 15:35:13, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5234, top5_acc: 0.7648, loss_cls: 2.0084, loss: 2.0084, grad_norm: 5.2419 2021-02-03 13:26:43,900 - mmaction - INFO - Epoch [21][920/3757] lr: 1.000e-02, eta: 1 day, 15:35:01, time: 0.471, data_time: 0.000, memory: 7140, top1_acc: 0.5328, top5_acc: 0.7672, loss_cls: 1.9846, loss: 1.9846, grad_norm: 5.1448 2021-02-03 13:26:53,377 - mmaction - INFO - Epoch [21][940/3757] lr: 1.000e-02, eta: 1 day, 15:34:51, time: 0.475, data_time: 0.002, memory: 7140, top1_acc: 0.5531, top5_acc: 0.7719, loss_cls: 1.9320, loss: 1.9320, grad_norm: 5.0731 2021-02-03 13:27:02,735 - mmaction - INFO - Epoch [21][960/3757] lr: 1.000e-02, eta: 1 day, 15:34:36, time: 0.467, data_time: 0.000, memory: 7140, top1_acc: 0.5266, top5_acc: 0.7672, loss_cls: 1.9775, loss: 1.9775, grad_norm: 5.0874 2021-02-03 13:27:12,026 - mmaction - INFO - Epoch [21][980/3757] lr: 1.000e-02, eta: 1 day, 15:34:19, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5227, top5_acc: 0.7648, loss_cls: 1.9993, loss: 1.9993, grad_norm: 5.2400 2021-02-03 13:27:21,398 - mmaction - INFO - Epoch [21][1000/3757] lr: 1.000e-02, eta: 1 day, 15:34:04, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5586, top5_acc: 0.7984, loss_cls: 1.8729, loss: 1.8729, grad_norm: 4.9841 2021-02-03 13:27:30,747 - mmaction - INFO - Epoch [21][1020/3757] lr: 1.000e-02, eta: 1 day, 15:33:49, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5180, top5_acc: 0.7539, loss_cls: 2.0447, loss: 2.0447, grad_norm: 5.1227 2021-02-03 13:27:40,163 - mmaction - INFO - Epoch [21][1040/3757] lr: 1.000e-02, eta: 1 day, 15:33:36, time: 0.471, data_time: 0.000, memory: 7140, top1_acc: 0.5328, top5_acc: 0.7719, loss_cls: 1.9365, loss: 1.9365, grad_norm: 5.1446 2021-02-03 13:27:49,573 - mmaction - INFO - Epoch [21][1060/3757] lr: 1.000e-02, eta: 1 day, 15:33:23, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7672, loss_cls: 1.9777, loss: 1.9777, grad_norm: 5.1232 2021-02-03 13:27:58,882 - mmaction - INFO - Epoch [21][1080/3757] lr: 1.000e-02, eta: 1 day, 15:33:06, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7742, loss_cls: 1.9157, loss: 1.9157, grad_norm: 4.8745 2021-02-03 13:28:08,263 - mmaction - INFO - Epoch [21][1100/3757] lr: 1.000e-02, eta: 1 day, 15:32:52, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5789, top5_acc: 0.8141, loss_cls: 1.7821, loss: 1.7821, grad_norm: 5.0141 2021-02-03 13:28:17,638 - mmaction - INFO - Epoch [21][1120/3757] lr: 1.000e-02, eta: 1 day, 15:32:39, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5508, top5_acc: 0.7719, loss_cls: 1.9061, loss: 1.9061, grad_norm: 5.0047 2021-02-03 13:28:27,061 - mmaction - INFO - Epoch [21][1140/3757] lr: 1.000e-02, eta: 1 day, 15:32:26, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5633, top5_acc: 0.7750, loss_cls: 1.8746, loss: 1.8746, grad_norm: 4.9843 2021-02-03 13:28:36,430 - mmaction - INFO - Epoch [21][1160/3757] lr: 1.000e-02, eta: 1 day, 15:32:11, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5508, top5_acc: 0.8000, loss_cls: 1.8828, loss: 1.8828, grad_norm: 5.1064 2021-02-03 13:28:45,860 - mmaction - INFO - Epoch [21][1180/3757] lr: 1.000e-02, eta: 1 day, 15:31:59, time: 0.472, data_time: 0.002, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7875, loss_cls: 1.8975, loss: 1.8975, grad_norm: 5.0630 2021-02-03 13:28:55,154 - mmaction - INFO - Epoch [21][1200/3757] lr: 1.000e-02, eta: 1 day, 15:31:43, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 1.9798, loss: 1.9798, grad_norm: 5.1358 2021-02-03 13:29:04,511 - mmaction - INFO - Epoch [21][1220/3757] lr: 1.000e-02, eta: 1 day, 15:31:28, time: 0.467, data_time: 0.000, memory: 7140, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 1.8913, loss: 1.8913, grad_norm: 5.3138 2021-02-03 13:29:13,891 - mmaction - INFO - Epoch [21][1240/3757] lr: 1.000e-02, eta: 1 day, 15:31:14, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5281, top5_acc: 0.7680, loss_cls: 2.0427, loss: 2.0427, grad_norm: 5.3982 2021-02-03 13:29:23,210 - mmaction - INFO - Epoch [21][1260/3757] lr: 1.000e-02, eta: 1 day, 15:30:58, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5320, top5_acc: 0.7758, loss_cls: 1.9811, loss: 1.9811, grad_norm: 5.3054 2021-02-03 13:29:32,536 - mmaction - INFO - Epoch [21][1280/3757] lr: 1.000e-02, eta: 1 day, 15:30:43, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5555, top5_acc: 0.7742, loss_cls: 1.9303, loss: 1.9303, grad_norm: 5.1559 2021-02-03 13:29:41,992 - mmaction - INFO - Epoch [21][1300/3757] lr: 1.000e-02, eta: 1 day, 15:30:32, time: 0.473, data_time: 0.000, memory: 7140, top1_acc: 0.5430, top5_acc: 0.7703, loss_cls: 1.9344, loss: 1.9344, grad_norm: 5.0364 2021-02-03 13:29:51,348 - mmaction - INFO - Epoch [21][1320/3757] lr: 1.000e-02, eta: 1 day, 15:30:17, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5383, top5_acc: 0.7562, loss_cls: 1.9848, loss: 1.9848, grad_norm: 5.0973 2021-02-03 13:30:00,735 - mmaction - INFO - Epoch [21][1340/3757] lr: 1.000e-02, eta: 1 day, 15:30:04, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7797, loss_cls: 1.9385, loss: 1.9385, grad_norm: 5.0969 2021-02-03 13:30:10,200 - mmaction - INFO - Epoch [21][1360/3757] lr: 1.000e-02, eta: 1 day, 15:29:52, time: 0.472, data_time: 0.000, memory: 7140, top1_acc: 0.5703, top5_acc: 0.7859, loss_cls: 1.8375, loss: 1.8375, grad_norm: 4.9355 2021-02-03 13:30:19,538 - mmaction - INFO - Epoch [21][1380/3757] lr: 1.000e-02, eta: 1 day, 15:29:38, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5555, top5_acc: 0.7836, loss_cls: 1.9033, loss: 1.9033, grad_norm: 4.9774 2021-02-03 13:30:28,911 - mmaction - INFO - Epoch [21][1400/3757] lr: 1.000e-02, eta: 1 day, 15:29:24, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5086, top5_acc: 0.7680, loss_cls: 2.0035, loss: 2.0035, grad_norm: 5.2161 2021-02-03 13:30:38,329 - mmaction - INFO - Epoch [21][1420/3757] lr: 1.000e-02, eta: 1 day, 15:29:11, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5547, top5_acc: 0.7781, loss_cls: 1.8825, loss: 1.8825, grad_norm: 5.2018 2021-02-03 13:30:47,683 - mmaction - INFO - Epoch [21][1440/3757] lr: 1.000e-02, eta: 1 day, 15:28:56, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.8742, loss: 1.8742, grad_norm: 5.1961 2021-02-03 13:30:57,009 - mmaction - INFO - Epoch [21][1460/3757] lr: 1.000e-02, eta: 1 day, 15:28:41, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5578, top5_acc: 0.7898, loss_cls: 1.8988, loss: 1.8988, grad_norm: 5.1262 2021-02-03 13:31:06,590 - mmaction - INFO - Epoch [21][1480/3757] lr: 1.000e-02, eta: 1 day, 15:28:34, time: 0.479, data_time: 0.000, memory: 7140, top1_acc: 0.5492, top5_acc: 0.7758, loss_cls: 1.9221, loss: 1.9221, grad_norm: 5.2207 2021-02-03 13:31:15,936 - mmaction - INFO - Epoch [21][1500/3757] lr: 1.000e-02, eta: 1 day, 15:28:19, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5406, top5_acc: 0.7797, loss_cls: 1.9733, loss: 1.9733, grad_norm: 5.2416 2021-02-03 13:31:25,456 - mmaction - INFO - Epoch [21][1520/3757] lr: 1.000e-02, eta: 1 day, 15:28:11, time: 0.477, data_time: 0.001, memory: 7140, top1_acc: 0.5430, top5_acc: 0.7766, loss_cls: 1.9916, loss: 1.9916, grad_norm: 5.1399 2021-02-03 13:31:34,953 - mmaction - INFO - Epoch [21][1540/3757] lr: 1.000e-02, eta: 1 day, 15:28:01, time: 0.474, data_time: 0.000, memory: 7140, top1_acc: 0.5484, top5_acc: 0.7852, loss_cls: 1.9060, loss: 1.9060, grad_norm: 5.1694 2021-02-03 13:31:44,352 - mmaction - INFO - Epoch [21][1560/3757] lr: 1.000e-02, eta: 1 day, 15:27:48, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5375, top5_acc: 0.7758, loss_cls: 1.9384, loss: 1.9384, grad_norm: 5.3232 2021-02-03 13:31:53,599 - mmaction - INFO - Epoch [21][1580/3757] lr: 1.000e-02, eta: 1 day, 15:27:30, time: 0.462, data_time: 0.000, memory: 7140, top1_acc: 0.5680, top5_acc: 0.7617, loss_cls: 1.9223, loss: 1.9223, grad_norm: 5.0115 2021-02-03 13:32:02,994 - mmaction - INFO - Epoch [21][1600/3757] lr: 1.000e-02, eta: 1 day, 15:27:17, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7719, loss_cls: 2.0077, loss: 2.0077, grad_norm: 5.2379 2021-02-03 13:32:12,326 - mmaction - INFO - Epoch [21][1620/3757] lr: 1.000e-02, eta: 1 day, 15:27:01, time: 0.466, data_time: 0.000, memory: 7140, top1_acc: 0.5266, top5_acc: 0.7688, loss_cls: 2.0036, loss: 2.0036, grad_norm: 5.1171 2021-02-03 13:32:21,686 - mmaction - INFO - Epoch [21][1640/3757] lr: 1.000e-02, eta: 1 day, 15:26:48, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5328, top5_acc: 0.7680, loss_cls: 1.9345, loss: 1.9345, grad_norm: 5.1143 2021-02-03 13:32:31,064 - mmaction - INFO - Epoch [21][1660/3757] lr: 1.000e-02, eta: 1 day, 15:26:34, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5297, top5_acc: 0.7672, loss_cls: 1.9978, loss: 1.9978, grad_norm: 5.3700 2021-02-03 13:32:40,351 - mmaction - INFO - Epoch [21][1680/3757] lr: 1.000e-02, eta: 1 day, 15:26:17, time: 0.463, data_time: 0.000, memory: 7140, top1_acc: 0.5531, top5_acc: 0.7852, loss_cls: 1.8565, loss: 1.8565, grad_norm: 5.1125 2021-02-03 13:32:49,711 - mmaction - INFO - Epoch [21][1700/3757] lr: 1.000e-02, eta: 1 day, 15:26:03, time: 0.468, data_time: 0.002, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7734, loss_cls: 1.9319, loss: 1.9319, grad_norm: 5.3010 2021-02-03 13:32:59,143 - mmaction - INFO - Epoch [21][1720/3757] lr: 1.000e-02, eta: 1 day, 15:25:52, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5305, top5_acc: 0.7703, loss_cls: 1.9807, loss: 1.9807, grad_norm: 5.0835 2021-02-03 13:33:08,507 - mmaction - INFO - Epoch [21][1740/3757] lr: 1.000e-02, eta: 1 day, 15:25:38, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5492, top5_acc: 0.7961, loss_cls: 1.9361, loss: 1.9361, grad_norm: 5.1660 2021-02-03 13:33:17,998 - mmaction - INFO - Epoch [21][1760/3757] lr: 1.000e-02, eta: 1 day, 15:25:28, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5203, top5_acc: 0.7672, loss_cls: 1.9752, loss: 1.9752, grad_norm: 5.3446 2021-02-03 13:33:27,419 - mmaction - INFO - Epoch [21][1780/3757] lr: 1.000e-02, eta: 1 day, 15:25:16, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5461, top5_acc: 0.7734, loss_cls: 2.0002, loss: 2.0002, grad_norm: 5.0967 2021-02-03 13:33:36,757 - mmaction - INFO - Epoch [21][1800/3757] lr: 1.000e-02, eta: 1 day, 15:25:01, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5180, top5_acc: 0.7695, loss_cls: 1.9991, loss: 1.9991, grad_norm: 5.1596 2021-02-03 13:33:46,223 - mmaction - INFO - Epoch [21][1820/3757] lr: 1.000e-02, eta: 1 day, 15:24:51, time: 0.474, data_time: 0.002, memory: 7140, top1_acc: 0.5547, top5_acc: 0.7695, loss_cls: 1.9278, loss: 1.9278, grad_norm: 5.0879 2021-02-03 13:33:55,579 - mmaction - INFO - Epoch [21][1840/3757] lr: 1.000e-02, eta: 1 day, 15:24:37, time: 0.468, data_time: 0.002, memory: 7140, top1_acc: 0.5508, top5_acc: 0.7797, loss_cls: 1.9397, loss: 1.9397, grad_norm: 5.2934 2021-02-03 13:34:04,906 - mmaction - INFO - Epoch [21][1860/3757] lr: 1.000e-02, eta: 1 day, 15:24:22, time: 0.466, data_time: 0.000, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7805, loss_cls: 1.9355, loss: 1.9355, grad_norm: 5.1396 2021-02-03 13:34:14,371 - mmaction - INFO - Epoch [21][1880/3757] lr: 1.000e-02, eta: 1 day, 15:24:11, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5391, top5_acc: 0.7711, loss_cls: 1.9570, loss: 1.9570, grad_norm: 4.9790 2021-02-03 13:34:23,933 - mmaction - INFO - Epoch [21][1900/3757] lr: 1.000e-02, eta: 1 day, 15:24:04, time: 0.478, data_time: 0.001, memory: 7140, top1_acc: 0.5203, top5_acc: 0.7547, loss_cls: 2.0634, loss: 2.0634, grad_norm: 5.2891 2021-02-03 13:34:33,233 - mmaction - INFO - Epoch [21][1920/3757] lr: 1.000e-02, eta: 1 day, 15:23:48, time: 0.464, data_time: 0.001, memory: 7140, top1_acc: 0.5477, top5_acc: 0.7570, loss_cls: 2.0080, loss: 2.0080, grad_norm: 5.0680 2021-02-03 13:34:42,604 - mmaction - INFO - Epoch [21][1940/3757] lr: 1.000e-02, eta: 1 day, 15:23:35, time: 0.469, data_time: 0.002, memory: 7140, top1_acc: 0.5656, top5_acc: 0.7789, loss_cls: 1.9022, loss: 1.9022, grad_norm: 5.0034 2021-02-03 13:34:51,932 - mmaction - INFO - Epoch [21][1960/3757] lr: 1.000e-02, eta: 1 day, 15:23:19, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5461, top5_acc: 0.7812, loss_cls: 1.9100, loss: 1.9100, grad_norm: 5.0686 2021-02-03 13:35:01,510 - mmaction - INFO - Epoch [21][1980/3757] lr: 1.000e-02, eta: 1 day, 15:23:12, time: 0.479, data_time: 0.001, memory: 7140, top1_acc: 0.5664, top5_acc: 0.7945, loss_cls: 1.8602, loss: 1.8602, grad_norm: 5.1381 2021-02-03 13:35:10,854 - mmaction - INFO - Epoch [21][2000/3757] lr: 1.000e-02, eta: 1 day, 15:22:58, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5250, top5_acc: 0.7734, loss_cls: 2.0358, loss: 2.0358, grad_norm: 5.4562 2021-02-03 13:35:20,201 - mmaction - INFO - Epoch [21][2020/3757] lr: 1.000e-02, eta: 1 day, 15:22:44, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5531, top5_acc: 0.7641, loss_cls: 1.9396, loss: 1.9396, grad_norm: 5.2012 2021-02-03 13:35:29,556 - mmaction - INFO - Epoch [21][2040/3757] lr: 1.000e-02, eta: 1 day, 15:22:30, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5492, top5_acc: 0.7703, loss_cls: 1.9473, loss: 1.9473, grad_norm: 5.0841 2021-02-03 13:35:38,928 - mmaction - INFO - Epoch [21][2060/3757] lr: 1.000e-02, eta: 1 day, 15:22:16, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5375, top5_acc: 0.7602, loss_cls: 1.9936, loss: 1.9936, grad_norm: 5.0770 2021-02-03 13:35:48,334 - mmaction - INFO - Epoch [21][2080/3757] lr: 1.000e-02, eta: 1 day, 15:22:04, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5500, top5_acc: 0.7672, loss_cls: 1.9585, loss: 1.9585, grad_norm: 5.1029 2021-02-03 13:35:57,650 - mmaction - INFO - Epoch [21][2100/3757] lr: 1.000e-02, eta: 1 day, 15:21:49, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5656, top5_acc: 0.7914, loss_cls: 1.8271, loss: 1.8271, grad_norm: 5.1546 2021-02-03 13:36:06,971 - mmaction - INFO - Epoch [21][2120/3757] lr: 1.000e-02, eta: 1 day, 15:21:34, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5273, top5_acc: 0.7617, loss_cls: 2.0360, loss: 2.0360, grad_norm: 5.4274 2021-02-03 13:36:16,357 - mmaction - INFO - Epoch [21][2140/3757] lr: 1.000e-02, eta: 1 day, 15:21:22, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5414, top5_acc: 0.7805, loss_cls: 1.9265, loss: 1.9265, grad_norm: 5.2951 2021-02-03 13:36:25,698 - mmaction - INFO - Epoch [21][2160/3757] lr: 1.000e-02, eta: 1 day, 15:21:07, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.9186, loss: 1.9186, grad_norm: 5.0824 2021-02-03 13:36:35,125 - mmaction - INFO - Epoch [21][2180/3757] lr: 1.000e-02, eta: 1 day, 15:20:56, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5539, top5_acc: 0.7859, loss_cls: 1.8963, loss: 1.8963, grad_norm: 5.1322 2021-02-03 13:36:44,508 - mmaction - INFO - Epoch [21][2200/3757] lr: 1.000e-02, eta: 1 day, 15:20:43, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5633, top5_acc: 0.7852, loss_cls: 1.8511, loss: 1.8511, grad_norm: 5.0555 2021-02-03 13:36:53,934 - mmaction - INFO - Epoch [21][2220/3757] lr: 1.000e-02, eta: 1 day, 15:20:31, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5594, top5_acc: 0.7703, loss_cls: 1.9325, loss: 1.9325, grad_norm: 5.3356 2021-02-03 13:37:03,234 - mmaction - INFO - Epoch [21][2240/3757] lr: 1.000e-02, eta: 1 day, 15:20:15, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5500, top5_acc: 0.7773, loss_cls: 1.8816, loss: 1.8816, grad_norm: 5.2541 2021-02-03 13:37:12,550 - mmaction - INFO - Epoch [21][2260/3757] lr: 1.000e-02, eta: 1 day, 15:20:00, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5289, top5_acc: 0.7688, loss_cls: 1.9978, loss: 1.9978, grad_norm: 5.2599 2021-02-03 13:37:21,908 - mmaction - INFO - Epoch [21][2280/3757] lr: 1.000e-02, eta: 1 day, 15:19:47, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5289, top5_acc: 0.7500, loss_cls: 1.9978, loss: 1.9978, grad_norm: 5.2387 2021-02-03 13:37:31,379 - mmaction - INFO - Epoch [21][2300/3757] lr: 1.000e-02, eta: 1 day, 15:19:37, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7766, loss_cls: 1.9883, loss: 1.9883, grad_norm: 5.2353 2021-02-03 13:37:40,696 - mmaction - INFO - Epoch [21][2320/3757] lr: 1.000e-02, eta: 1 day, 15:19:22, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5797, top5_acc: 0.7945, loss_cls: 1.8159, loss: 1.8159, grad_norm: 5.0543 2021-02-03 13:37:50,207 - mmaction - INFO - Epoch [21][2340/3757] lr: 1.000e-02, eta: 1 day, 15:19:13, time: 0.476, data_time: 0.001, memory: 7140, top1_acc: 0.5297, top5_acc: 0.7859, loss_cls: 1.9416, loss: 1.9416, grad_norm: 5.2847 2021-02-03 13:37:59,566 - mmaction - INFO - Epoch [21][2360/3757] lr: 1.000e-02, eta: 1 day, 15:19:00, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5406, top5_acc: 0.7711, loss_cls: 1.9492, loss: 1.9492, grad_norm: 5.0442 2021-02-03 13:38:08,990 - mmaction - INFO - Epoch [21][2380/3757] lr: 1.000e-02, eta: 1 day, 15:18:48, time: 0.471, data_time: 0.000, memory: 7140, top1_acc: 0.5500, top5_acc: 0.7609, loss_cls: 1.9406, loss: 1.9406, grad_norm: 5.1680 2021-02-03 13:38:18,314 - mmaction - INFO - Epoch [21][2400/3757] lr: 1.000e-02, eta: 1 day, 15:18:33, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5641, top5_acc: 0.7891, loss_cls: 1.8765, loss: 1.8765, grad_norm: 5.0753 2021-02-03 13:38:27,728 - mmaction - INFO - Epoch [21][2420/3757] lr: 1.000e-02, eta: 1 day, 15:18:21, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5141, top5_acc: 0.7641, loss_cls: 2.0452, loss: 2.0452, grad_norm: 5.4613 2021-02-03 13:38:37,116 - mmaction - INFO - Epoch [21][2440/3757] lr: 1.000e-02, eta: 1 day, 15:18:09, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5664, top5_acc: 0.7891, loss_cls: 1.8536, loss: 1.8536, grad_norm: 5.1605 2021-02-03 13:38:46,511 - mmaction - INFO - Epoch [21][2460/3757] lr: 1.000e-02, eta: 1 day, 15:17:56, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5750, top5_acc: 0.7859, loss_cls: 1.8695, loss: 1.8695, grad_norm: 5.1060 2021-02-03 13:38:55,915 - mmaction - INFO - Epoch [21][2480/3757] lr: 1.000e-02, eta: 1 day, 15:17:44, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5539, top5_acc: 0.7758, loss_cls: 1.9298, loss: 1.9298, grad_norm: 5.0077 2021-02-03 13:39:05,230 - mmaction - INFO - Epoch [21][2500/3757] lr: 1.000e-02, eta: 1 day, 15:17:29, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7766, loss_cls: 1.9473, loss: 1.9473, grad_norm: 5.1144 2021-02-03 13:39:14,627 - mmaction - INFO - Epoch [21][2520/3757] lr: 1.000e-02, eta: 1 day, 15:17:17, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5297, top5_acc: 0.7781, loss_cls: 1.9784, loss: 1.9784, grad_norm: 5.1725 2021-02-03 13:39:24,073 - mmaction - INFO - Epoch [21][2540/3757] lr: 1.000e-02, eta: 1 day, 15:17:07, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5672, top5_acc: 0.7922, loss_cls: 1.8585, loss: 1.8585, grad_norm: 5.0688 2021-02-03 13:39:33,501 - mmaction - INFO - Epoch [21][2560/3757] lr: 1.000e-02, eta: 1 day, 15:16:55, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7742, loss_cls: 1.9708, loss: 1.9708, grad_norm: 5.1141 2021-02-03 13:39:42,994 - mmaction - INFO - Epoch [21][2580/3757] lr: 1.000e-02, eta: 1 day, 15:16:45, time: 0.475, data_time: 0.001, memory: 7140, top1_acc: 0.5508, top5_acc: 0.7867, loss_cls: 1.8811, loss: 1.8811, grad_norm: 5.0181 2021-02-03 13:39:52,423 - mmaction - INFO - Epoch [21][2600/3757] lr: 1.000e-02, eta: 1 day, 15:16:34, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5156, top5_acc: 0.7664, loss_cls: 2.0104, loss: 2.0104, grad_norm: 5.1986 2021-02-03 13:40:01,852 - mmaction - INFO - Epoch [21][2620/3757] lr: 1.000e-02, eta: 1 day, 15:16:23, time: 0.471, data_time: 0.000, memory: 7140, top1_acc: 0.5695, top5_acc: 0.7992, loss_cls: 1.8329, loss: 1.8329, grad_norm: 5.0624 2021-02-03 13:40:11,159 - mmaction - INFO - Epoch [21][2640/3757] lr: 1.000e-02, eta: 1 day, 15:16:08, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7648, loss_cls: 2.0110, loss: 2.0110, grad_norm: 5.3291 2021-02-03 13:40:20,404 - mmaction - INFO - Epoch [21][2660/3757] lr: 1.000e-02, eta: 1 day, 15:15:52, time: 0.462, data_time: 0.000, memory: 7140, top1_acc: 0.5555, top5_acc: 0.7859, loss_cls: 1.8893, loss: 1.8893, grad_norm: 5.1761 2021-02-03 13:40:29,772 - mmaction - INFO - Epoch [21][2680/3757] lr: 1.000e-02, eta: 1 day, 15:15:38, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5227, top5_acc: 0.7820, loss_cls: 1.9566, loss: 1.9566, grad_norm: 5.2601 2021-02-03 13:40:39,148 - mmaction - INFO - Epoch [21][2700/3757] lr: 1.000e-02, eta: 1 day, 15:15:25, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5555, top5_acc: 0.7758, loss_cls: 2.0039, loss: 2.0039, grad_norm: 5.0806 2021-02-03 13:40:48,498 - mmaction - INFO - Epoch [21][2720/3757] lr: 1.000e-02, eta: 1 day, 15:15:12, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5477, top5_acc: 0.7852, loss_cls: 1.8848, loss: 1.8848, grad_norm: 5.1241 2021-02-03 13:40:57,879 - mmaction - INFO - Epoch [21][2740/3757] lr: 1.000e-02, eta: 1 day, 15:14:59, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7781, loss_cls: 1.9625, loss: 1.9625, grad_norm: 5.1259 2021-02-03 13:41:07,180 - mmaction - INFO - Epoch [21][2760/3757] lr: 1.000e-02, eta: 1 day, 15:14:44, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5477, top5_acc: 0.7992, loss_cls: 1.8674, loss: 1.8674, grad_norm: 5.2145 2021-02-03 13:41:16,571 - mmaction - INFO - Epoch [21][2780/3757] lr: 1.000e-02, eta: 1 day, 15:14:32, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5016, top5_acc: 0.7484, loss_cls: 2.0946, loss: 2.0946, grad_norm: 5.3108 2021-02-03 13:41:26,023 - mmaction - INFO - Epoch [21][2800/3757] lr: 1.000e-02, eta: 1 day, 15:14:21, time: 0.472, data_time: 0.000, memory: 7140, top1_acc: 0.5484, top5_acc: 0.7742, loss_cls: 1.9234, loss: 1.9234, grad_norm: 5.1209 2021-02-03 13:41:35,379 - mmaction - INFO - Epoch [21][2820/3757] lr: 1.000e-02, eta: 1 day, 15:14:08, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7766, loss_cls: 1.9440, loss: 1.9440, grad_norm: 5.2060 2021-02-03 13:41:44,746 - mmaction - INFO - Epoch [21][2840/3757] lr: 1.000e-02, eta: 1 day, 15:13:55, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5641, top5_acc: 0.7914, loss_cls: 1.8325, loss: 1.8325, grad_norm: 5.0604 2021-02-03 13:41:54,039 - mmaction - INFO - Epoch [21][2860/3757] lr: 1.000e-02, eta: 1 day, 15:13:40, time: 0.464, data_time: 0.000, memory: 7140, top1_acc: 0.5250, top5_acc: 0.7406, loss_cls: 2.1083, loss: 2.1083, grad_norm: 5.2092 2021-02-03 13:42:03,443 - mmaction - INFO - Epoch [21][2880/3757] lr: 1.000e-02, eta: 1 day, 15:13:28, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0407, loss: 2.0407, grad_norm: 5.2723 2021-02-03 13:42:12,823 - mmaction - INFO - Epoch [21][2900/3757] lr: 1.000e-02, eta: 1 day, 15:13:16, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5383, top5_acc: 0.7867, loss_cls: 1.9048, loss: 1.9048, grad_norm: 5.1545 2021-02-03 13:42:22,216 - mmaction - INFO - Epoch [21][2920/3757] lr: 1.000e-02, eta: 1 day, 15:13:03, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5359, top5_acc: 0.7609, loss_cls: 2.0011, loss: 2.0011, grad_norm: 5.3266 2021-02-03 13:42:31,538 - mmaction - INFO - Epoch [21][2940/3757] lr: 1.000e-02, eta: 1 day, 15:12:49, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5469, top5_acc: 0.7711, loss_cls: 1.9940, loss: 1.9940, grad_norm: 5.0611 2021-02-03 13:42:40,809 - mmaction - INFO - Epoch [21][2960/3757] lr: 1.000e-02, eta: 1 day, 15:12:33, time: 0.463, data_time: 0.000, memory: 7140, top1_acc: 0.5258, top5_acc: 0.7516, loss_cls: 2.0085, loss: 2.0085, grad_norm: 5.1392 2021-02-03 13:42:50,034 - mmaction - INFO - Epoch [21][2980/3757] lr: 1.000e-02, eta: 1 day, 15:12:17, time: 0.462, data_time: 0.001, memory: 7140, top1_acc: 0.5539, top5_acc: 0.7859, loss_cls: 1.8818, loss: 1.8818, grad_norm: 4.9993 2021-02-03 13:42:59,367 - mmaction - INFO - Epoch [21][3000/3757] lr: 1.000e-02, eta: 1 day, 15:12:02, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5406, top5_acc: 0.7641, loss_cls: 1.9880, loss: 1.9880, grad_norm: 5.1456 2021-02-03 13:43:08,826 - mmaction - INFO - Epoch [21][3020/3757] lr: 1.000e-02, eta: 1 day, 15:11:52, time: 0.473, data_time: 0.002, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7961, loss_cls: 1.9118, loss: 1.9118, grad_norm: 5.0121 2021-02-03 13:43:18,218 - mmaction - INFO - Epoch [21][3040/3757] lr: 1.000e-02, eta: 1 day, 15:11:41, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7805, loss_cls: 1.9164, loss: 1.9164, grad_norm: 5.2134 2021-02-03 13:43:27,522 - mmaction - INFO - Epoch [21][3060/3757] lr: 1.000e-02, eta: 1 day, 15:11:26, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5578, top5_acc: 0.7906, loss_cls: 1.8944, loss: 1.8944, grad_norm: 5.1932 2021-02-03 13:43:36,775 - mmaction - INFO - Epoch [21][3080/3757] lr: 1.000e-02, eta: 1 day, 15:11:10, time: 0.462, data_time: 0.000, memory: 7140, top1_acc: 0.5078, top5_acc: 0.7461, loss_cls: 2.0682, loss: 2.0682, grad_norm: 5.2708 2021-02-03 13:43:46,129 - mmaction - INFO - Epoch [21][3100/3757] lr: 1.000e-02, eta: 1 day, 15:10:57, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5430, top5_acc: 0.7781, loss_cls: 1.9297, loss: 1.9297, grad_norm: 5.4576 2021-02-03 13:43:55,501 - mmaction - INFO - Epoch [21][3120/3757] lr: 1.000e-02, eta: 1 day, 15:10:44, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5227, top5_acc: 0.7688, loss_cls: 2.0006, loss: 2.0006, grad_norm: 5.3746 2021-02-03 13:44:04,839 - mmaction - INFO - Epoch [21][3140/3757] lr: 1.000e-02, eta: 1 day, 15:10:31, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5078, top5_acc: 0.7508, loss_cls: 2.0769, loss: 2.0769, grad_norm: 5.1808 2021-02-03 13:44:14,243 - mmaction - INFO - Epoch [21][3160/3757] lr: 1.000e-02, eta: 1 day, 15:10:19, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5203, top5_acc: 0.7539, loss_cls: 2.0444, loss: 2.0444, grad_norm: 5.2096 2021-02-03 13:44:23,566 - mmaction - INFO - Epoch [21][3180/3757] lr: 1.000e-02, eta: 1 day, 15:10:05, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5328, top5_acc: 0.7688, loss_cls: 2.0201, loss: 2.0201, grad_norm: 5.2269 2021-02-03 13:44:33,009 - mmaction - INFO - Epoch [21][3200/3757] lr: 1.000e-02, eta: 1 day, 15:09:55, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5078, top5_acc: 0.7516, loss_cls: 2.1084, loss: 2.1084, grad_norm: 5.2202 2021-02-03 13:44:42,314 - mmaction - INFO - Epoch [21][3220/3757] lr: 1.000e-02, eta: 1 day, 15:09:40, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7812, loss_cls: 1.9005, loss: 1.9005, grad_norm: 5.0219 2021-02-03 13:44:51,600 - mmaction - INFO - Epoch [21][3240/3757] lr: 1.000e-02, eta: 1 day, 15:09:25, time: 0.464, data_time: 0.000, memory: 7140, top1_acc: 0.5430, top5_acc: 0.7648, loss_cls: 1.9935, loss: 1.9935, grad_norm: 5.0658 2021-02-03 13:45:00,980 - mmaction - INFO - Epoch [21][3260/3757] lr: 1.000e-02, eta: 1 day, 15:09:12, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5492, top5_acc: 0.7797, loss_cls: 1.9656, loss: 1.9656, grad_norm: 5.1170 2021-02-03 13:45:10,269 - mmaction - INFO - Epoch [21][3280/3757] lr: 1.000e-02, eta: 1 day, 15:08:58, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5563, top5_acc: 0.7836, loss_cls: 1.9058, loss: 1.9058, grad_norm: 5.2019 2021-02-03 13:45:19,599 - mmaction - INFO - Epoch [21][3300/3757] lr: 1.000e-02, eta: 1 day, 15:08:44, time: 0.466, data_time: 0.000, memory: 7140, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9494, loss: 1.9494, grad_norm: 5.2829 2021-02-03 13:45:28,952 - mmaction - INFO - Epoch [21][3320/3757] lr: 1.000e-02, eta: 1 day, 15:08:31, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5258, top5_acc: 0.7789, loss_cls: 1.9964, loss: 1.9964, grad_norm: 5.4160 2021-02-03 13:45:38,260 - mmaction - INFO - Epoch [21][3340/3757] lr: 1.000e-02, eta: 1 day, 15:08:17, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5227, top5_acc: 0.7602, loss_cls: 1.9965, loss: 1.9965, grad_norm: 5.3120 2021-02-03 13:45:47,663 - mmaction - INFO - Epoch [21][3360/3757] lr: 1.000e-02, eta: 1 day, 15:08:05, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5484, top5_acc: 0.7914, loss_cls: 1.9032, loss: 1.9032, grad_norm: 5.2232 2021-02-03 13:45:56,973 - mmaction - INFO - Epoch [21][3380/3757] lr: 1.000e-02, eta: 1 day, 15:07:51, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5320, top5_acc: 0.7789, loss_cls: 1.9599, loss: 1.9599, grad_norm: 5.2218 2021-02-03 13:46:06,204 - mmaction - INFO - Epoch [21][3400/3757] lr: 1.000e-02, eta: 1 day, 15:07:35, time: 0.462, data_time: 0.001, memory: 7140, top1_acc: 0.5578, top5_acc: 0.7852, loss_cls: 1.8975, loss: 1.8975, grad_norm: 5.1304 2021-02-03 13:46:15,509 - mmaction - INFO - Epoch [21][3420/3757] lr: 1.000e-02, eta: 1 day, 15:07:21, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5492, top5_acc: 0.7844, loss_cls: 1.9183, loss: 1.9183, grad_norm: 5.3177 2021-02-03 13:46:24,815 - mmaction - INFO - Epoch [21][3440/3757] lr: 1.000e-02, eta: 1 day, 15:07:07, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5305, top5_acc: 0.7688, loss_cls: 1.9813, loss: 1.9813, grad_norm: 5.1590 2021-02-03 13:46:34,147 - mmaction - INFO - Epoch [21][3460/3757] lr: 1.000e-02, eta: 1 day, 15:06:53, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5250, top5_acc: 0.7492, loss_cls: 2.0252, loss: 2.0252, grad_norm: 5.2275 2021-02-03 13:46:43,558 - mmaction - INFO - Epoch [21][3480/3757] lr: 1.000e-02, eta: 1 day, 15:06:42, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5258, top5_acc: 0.7758, loss_cls: 1.9388, loss: 1.9388, grad_norm: 5.0517 2021-02-03 13:46:52,862 - mmaction - INFO - Epoch [21][3500/3757] lr: 1.000e-02, eta: 1 day, 15:06:27, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5469, top5_acc: 0.7766, loss_cls: 1.8913, loss: 1.8913, grad_norm: 5.1011 2021-02-03 13:47:02,158 - mmaction - INFO - Epoch [21][3520/3757] lr: 1.000e-02, eta: 1 day, 15:06:13, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7859, loss_cls: 1.9148, loss: 1.9148, grad_norm: 5.2581 2021-02-03 13:47:11,462 - mmaction - INFO - Epoch [21][3540/3757] lr: 1.000e-02, eta: 1 day, 15:05:59, time: 0.464, data_time: 0.000, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7703, loss_cls: 1.9715, loss: 1.9715, grad_norm: 5.1452 2021-02-03 13:47:20,677 - mmaction - INFO - Epoch [21][3560/3757] lr: 1.000e-02, eta: 1 day, 15:05:42, time: 0.461, data_time: 0.001, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7695, loss_cls: 1.9989, loss: 1.9989, grad_norm: 5.1622 2021-02-03 13:47:30,103 - mmaction - INFO - Epoch [21][3580/3757] lr: 1.000e-02, eta: 1 day, 15:05:31, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7812, loss_cls: 1.9719, loss: 1.9719, grad_norm: 5.1186 2021-02-03 13:47:39,569 - mmaction - INFO - Epoch [21][3600/3757] lr: 1.000e-02, eta: 1 day, 15:05:21, time: 0.473, data_time: 0.004, memory: 7140, top1_acc: 0.5289, top5_acc: 0.7617, loss_cls: 1.9726, loss: 1.9726, grad_norm: 5.1935 2021-02-03 13:47:48,852 - mmaction - INFO - Epoch [21][3620/3757] lr: 1.000e-02, eta: 1 day, 15:05:07, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5305, top5_acc: 0.7531, loss_cls: 2.0204, loss: 2.0204, grad_norm: 5.0363 2021-02-03 13:47:58,113 - mmaction - INFO - Epoch [21][3640/3757] lr: 1.000e-02, eta: 1 day, 15:04:52, time: 0.463, data_time: 0.001, memory: 7140, top1_acc: 0.5539, top5_acc: 0.7867, loss_cls: 1.9152, loss: 1.9152, grad_norm: 5.2508 2021-02-03 13:48:07,483 - mmaction - INFO - Epoch [21][3660/3757] lr: 1.000e-02, eta: 1 day, 15:04:40, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5250, top5_acc: 0.7609, loss_cls: 2.0087, loss: 2.0087, grad_norm: 5.1704 2021-02-03 13:48:16,770 - mmaction - INFO - Epoch [21][3680/3757] lr: 1.000e-02, eta: 1 day, 15:04:25, time: 0.464, data_time: 0.000, memory: 7140, top1_acc: 0.5492, top5_acc: 0.7734, loss_cls: 1.9805, loss: 1.9805, grad_norm: 5.0502 2021-02-03 13:48:26,188 - mmaction - INFO - Epoch [21][3700/3757] lr: 1.000e-02, eta: 1 day, 15:04:14, time: 0.471, data_time: 0.000, memory: 7140, top1_acc: 0.5492, top5_acc: 0.7742, loss_cls: 1.9514, loss: 1.9514, grad_norm: 5.1765 2021-02-03 13:48:35,549 - mmaction - INFO - Epoch [21][3720/3757] lr: 1.000e-02, eta: 1 day, 15:04:02, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5469, top5_acc: 0.7812, loss_cls: 1.9139, loss: 1.9139, grad_norm: 5.2284 2021-02-03 13:48:44,992 - mmaction - INFO - Epoch [21][3740/3757] lr: 1.000e-02, eta: 1 day, 15:03:51, time: 0.471, data_time: 0.000, memory: 7140, top1_acc: 0.5414, top5_acc: 0.7773, loss_cls: 1.9563, loss: 1.9563, grad_norm: 5.3798 2021-02-03 13:49:21,429 - mmaction - INFO - Epoch [22][20/3757] lr: 1.000e-02, eta: 1 day, 15:08:04, time: 1.392, data_time: 0.936, memory: 7140, top1_acc: 0.5602, top5_acc: 0.7914, loss_cls: 1.8283, loss: 1.8283, grad_norm: 4.9334 2021-02-03 13:49:30,697 - mmaction - INFO - Epoch [22][40/3757] lr: 1.000e-02, eta: 1 day, 15:07:48, time: 0.463, data_time: 0.006, memory: 7140, top1_acc: 0.5781, top5_acc: 0.8023, loss_cls: 1.8447, loss: 1.8447, grad_norm: 5.1935 2021-02-03 13:49:39,871 - mmaction - INFO - Epoch [22][60/3757] lr: 1.000e-02, eta: 1 day, 15:07:31, time: 0.459, data_time: 0.002, memory: 7140, top1_acc: 0.5500, top5_acc: 0.7758, loss_cls: 1.9035, loss: 1.9035, grad_norm: 5.3430 2021-02-03 13:49:49,118 - mmaction - INFO - Epoch [22][80/3757] lr: 1.000e-02, eta: 1 day, 15:07:15, time: 0.463, data_time: 0.001, memory: 7140, top1_acc: 0.5672, top5_acc: 0.7852, loss_cls: 1.8866, loss: 1.8866, grad_norm: 4.9928 2021-02-03 13:49:58,450 - mmaction - INFO - Epoch [22][100/3757] lr: 1.000e-02, eta: 1 day, 15:07:01, time: 0.466, data_time: 0.000, memory: 7140, top1_acc: 0.5633, top5_acc: 0.7898, loss_cls: 1.8590, loss: 1.8590, grad_norm: 4.9535 2021-02-03 13:50:07,671 - mmaction - INFO - Epoch [22][120/3757] lr: 1.000e-02, eta: 1 day, 15:06:44, time: 0.462, data_time: 0.002, memory: 7140, top1_acc: 0.5461, top5_acc: 0.7883, loss_cls: 1.8882, loss: 1.8882, grad_norm: 5.1344 2021-02-03 13:50:17,180 - mmaction - INFO - Epoch [22][140/3757] lr: 1.000e-02, eta: 1 day, 15:06:36, time: 0.476, data_time: 0.001, memory: 7140, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.8795, loss: 1.8795, grad_norm: 5.1039 2021-02-03 13:50:26,601 - mmaction - INFO - Epoch [22][160/3757] lr: 1.000e-02, eta: 1 day, 15:06:24, time: 0.471, data_time: 0.000, memory: 7140, top1_acc: 0.5437, top5_acc: 0.7789, loss_cls: 1.8667, loss: 1.8667, grad_norm: 5.1124 2021-02-03 13:50:35,905 - mmaction - INFO - Epoch [22][180/3757] lr: 1.000e-02, eta: 1 day, 15:06:10, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5758, top5_acc: 0.7945, loss_cls: 1.7691, loss: 1.7691, grad_norm: 5.0558 2021-02-03 13:50:45,323 - mmaction - INFO - Epoch [22][200/3757] lr: 1.000e-02, eta: 1 day, 15:05:58, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5414, top5_acc: 0.7742, loss_cls: 1.9192, loss: 1.9192, grad_norm: 5.2128 2021-02-03 13:50:54,742 - mmaction - INFO - Epoch [22][220/3757] lr: 1.000e-02, eta: 1 day, 15:05:47, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5484, top5_acc: 0.7789, loss_cls: 1.9123, loss: 1.9123, grad_norm: 5.1693 2021-02-03 13:51:04,126 - mmaction - INFO - Epoch [22][240/3757] lr: 1.000e-02, eta: 1 day, 15:05:35, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7914, loss_cls: 1.8477, loss: 1.8477, grad_norm: 5.0421 2021-02-03 13:51:13,424 - mmaction - INFO - Epoch [22][260/3757] lr: 1.000e-02, eta: 1 day, 15:05:20, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7953, loss_cls: 1.8717, loss: 1.8717, grad_norm: 5.2530 2021-02-03 13:51:22,794 - mmaction - INFO - Epoch [22][280/3757] lr: 1.000e-02, eta: 1 day, 15:05:08, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5391, top5_acc: 0.7594, loss_cls: 1.9920, loss: 1.9920, grad_norm: 5.1369 2021-02-03 13:51:32,260 - mmaction - INFO - Epoch [22][300/3757] lr: 1.000e-02, eta: 1 day, 15:04:58, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7727, loss_cls: 1.9405, loss: 1.9405, grad_norm: 5.2368 2021-02-03 13:51:41,522 - mmaction - INFO - Epoch [22][320/3757] lr: 1.000e-02, eta: 1 day, 15:04:42, time: 0.463, data_time: 0.001, memory: 7140, top1_acc: 0.5563, top5_acc: 0.7789, loss_cls: 1.9205, loss: 1.9205, grad_norm: 4.9954 2021-02-03 13:51:50,848 - mmaction - INFO - Epoch [22][340/3757] lr: 1.000e-02, eta: 1 day, 15:04:29, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5578, top5_acc: 0.7898, loss_cls: 1.8873, loss: 1.8873, grad_norm: 5.3250 2021-02-03 13:52:00,240 - mmaction - INFO - Epoch [22][360/3757] lr: 1.000e-02, eta: 1 day, 15:04:16, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5320, top5_acc: 0.7852, loss_cls: 1.9107, loss: 1.9107, grad_norm: 5.2795 2021-02-03 13:52:09,658 - mmaction - INFO - Epoch [22][380/3757] lr: 1.000e-02, eta: 1 day, 15:04:05, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5484, top5_acc: 0.7812, loss_cls: 1.9076, loss: 1.9076, grad_norm: 5.1984 2021-02-03 13:52:19,027 - mmaction - INFO - Epoch [22][400/3757] lr: 1.000e-02, eta: 1 day, 15:03:52, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7805, loss_cls: 1.9609, loss: 1.9609, grad_norm: 5.3320 2021-02-03 13:52:28,429 - mmaction - INFO - Epoch [22][420/3757] lr: 1.000e-02, eta: 1 day, 15:03:41, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 1.9160, loss: 1.9160, grad_norm: 5.1558 2021-02-03 13:52:37,862 - mmaction - INFO - Epoch [22][440/3757] lr: 1.000e-02, eta: 1 day, 15:03:30, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5477, top5_acc: 0.7633, loss_cls: 1.9918, loss: 1.9918, grad_norm: 5.2599 2021-02-03 13:52:47,251 - mmaction - INFO - Epoch [22][460/3757] lr: 1.000e-02, eta: 1 day, 15:03:18, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5789, top5_acc: 0.7953, loss_cls: 1.7945, loss: 1.7945, grad_norm: 4.8170 2021-02-03 13:52:56,655 - mmaction - INFO - Epoch [22][480/3757] lr: 1.000e-02, eta: 1 day, 15:03:06, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5734, top5_acc: 0.7922, loss_cls: 1.8773, loss: 1.8773, grad_norm: 5.3720 2021-02-03 13:53:06,006 - mmaction - INFO - Epoch [22][500/3757] lr: 1.000e-02, eta: 1 day, 15:02:53, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5430, top5_acc: 0.7766, loss_cls: 1.9778, loss: 1.9778, grad_norm: 5.3751 2021-02-03 13:53:15,294 - mmaction - INFO - Epoch [22][520/3757] lr: 1.000e-02, eta: 1 day, 15:02:39, time: 0.464, data_time: 0.001, memory: 7140, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9443, loss: 1.9443, grad_norm: 5.1666 2021-02-03 13:53:24,637 - mmaction - INFO - Epoch [22][540/3757] lr: 1.000e-02, eta: 1 day, 15:02:26, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 1.9850, loss: 1.9850, grad_norm: 5.2955 2021-02-03 13:53:33,900 - mmaction - INFO - Epoch [22][560/3757] lr: 1.000e-02, eta: 1 day, 15:02:10, time: 0.463, data_time: 0.001, memory: 7140, top1_acc: 0.5445, top5_acc: 0.7648, loss_cls: 1.9735, loss: 1.9735, grad_norm: 5.3448 2021-02-03 13:53:43,324 - mmaction - INFO - Epoch [22][580/3757] lr: 1.000e-02, eta: 1 day, 15:02:00, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5625, top5_acc: 0.7953, loss_cls: 1.8495, loss: 1.8495, grad_norm: 5.3615 2021-02-03 13:53:52,693 - mmaction - INFO - Epoch [22][600/3757] lr: 1.000e-02, eta: 1 day, 15:01:47, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7656, loss_cls: 2.0026, loss: 2.0026, grad_norm: 5.4185 2021-02-03 13:54:02,085 - mmaction - INFO - Epoch [22][620/3757] lr: 1.000e-02, eta: 1 day, 15:01:35, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5414, top5_acc: 0.7852, loss_cls: 1.9283, loss: 1.9283, grad_norm: 5.1407 2021-02-03 13:54:11,443 - mmaction - INFO - Epoch [22][640/3757] lr: 1.000e-02, eta: 1 day, 15:01:22, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5687, top5_acc: 0.7898, loss_cls: 1.8575, loss: 1.8575, grad_norm: 5.0353 2021-02-03 13:54:20,850 - mmaction - INFO - Epoch [22][660/3757] lr: 1.000e-02, eta: 1 day, 15:01:11, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5820, top5_acc: 0.8117, loss_cls: 1.7366, loss: 1.7366, grad_norm: 4.9381 2021-02-03 13:54:30,177 - mmaction - INFO - Epoch [22][680/3757] lr: 1.000e-02, eta: 1 day, 15:00:58, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7906, loss_cls: 1.8466, loss: 1.8466, grad_norm: 5.3502 2021-02-03 13:54:39,479 - mmaction - INFO - Epoch [22][700/3757] lr: 1.000e-02, eta: 1 day, 15:00:43, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5352, top5_acc: 0.7609, loss_cls: 2.0061, loss: 2.0061, grad_norm: 5.3029 2021-02-03 13:54:48,865 - mmaction - INFO - Epoch [22][720/3757] lr: 1.000e-02, eta: 1 day, 15:00:31, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0400, loss: 2.0400, grad_norm: 5.2009 2021-02-03 13:54:58,189 - mmaction - INFO - Epoch [22][740/3757] lr: 1.000e-02, eta: 1 day, 15:00:18, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7695, loss_cls: 1.9261, loss: 1.9261, grad_norm: 4.9925 2021-02-03 13:55:07,560 - mmaction - INFO - Epoch [22][760/3757] lr: 1.000e-02, eta: 1 day, 15:00:06, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5320, top5_acc: 0.7656, loss_cls: 1.9779, loss: 1.9779, grad_norm: 5.1176 2021-02-03 13:55:16,852 - mmaction - INFO - Epoch [22][780/3757] lr: 1.000e-02, eta: 1 day, 14:59:52, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5312, top5_acc: 0.7711, loss_cls: 1.9676, loss: 1.9676, grad_norm: 5.0888 2021-02-03 13:55:26,202 - mmaction - INFO - Epoch [22][800/3757] lr: 1.000e-02, eta: 1 day, 14:59:39, time: 0.467, data_time: 0.000, memory: 7140, top1_acc: 0.5477, top5_acc: 0.7820, loss_cls: 1.9248, loss: 1.9248, grad_norm: 5.2429 2021-02-03 13:55:35,511 - mmaction - INFO - Epoch [22][820/3757] lr: 1.000e-02, eta: 1 day, 14:59:25, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5633, top5_acc: 0.7914, loss_cls: 1.8403, loss: 1.8403, grad_norm: 5.1250 2021-02-03 13:55:45,006 - mmaction - INFO - Epoch [22][840/3757] lr: 1.000e-02, eta: 1 day, 14:59:16, time: 0.475, data_time: 0.000, memory: 7140, top1_acc: 0.5430, top5_acc: 0.7797, loss_cls: 1.9580, loss: 1.9580, grad_norm: 5.2525 2021-02-03 13:55:54,294 - mmaction - INFO - Epoch [22][860/3757] lr: 1.000e-02, eta: 1 day, 14:59:02, time: 0.464, data_time: 0.000, memory: 7140, top1_acc: 0.5766, top5_acc: 0.7945, loss_cls: 1.8710, loss: 1.8710, grad_norm: 5.1838 2021-02-03 13:56:03,729 - mmaction - INFO - Epoch [22][880/3757] lr: 1.000e-02, eta: 1 day, 14:58:50, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5312, top5_acc: 0.7586, loss_cls: 2.0056, loss: 2.0056, grad_norm: 5.2752 2021-02-03 13:56:13,097 - mmaction - INFO - Epoch [22][900/3757] lr: 1.000e-02, eta: 1 day, 14:58:38, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5695, top5_acc: 0.7984, loss_cls: 1.8108, loss: 1.8108, grad_norm: 5.0029 2021-02-03 13:56:22,488 - mmaction - INFO - Epoch [22][920/3757] lr: 1.000e-02, eta: 1 day, 14:58:27, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5586, top5_acc: 0.7805, loss_cls: 1.8749, loss: 1.8749, grad_norm: 5.2224 2021-02-03 13:56:31,813 - mmaction - INFO - Epoch [22][940/3757] lr: 1.000e-02, eta: 1 day, 14:58:13, time: 0.466, data_time: 0.000, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7812, loss_cls: 1.9621, loss: 1.9621, grad_norm: 5.2358 2021-02-03 13:56:41,185 - mmaction - INFO - Epoch [22][960/3757] lr: 1.000e-02, eta: 1 day, 14:58:01, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5297, top5_acc: 0.7703, loss_cls: 1.9630, loss: 1.9630, grad_norm: 5.3867 2021-02-03 13:56:50,739 - mmaction - INFO - Epoch [22][980/3757] lr: 1.000e-02, eta: 1 day, 14:57:53, time: 0.478, data_time: 0.001, memory: 7140, top1_acc: 0.5594, top5_acc: 0.7750, loss_cls: 1.9349, loss: 1.9349, grad_norm: 5.2950 2021-02-03 13:57:00,091 - mmaction - INFO - Epoch [22][1000/3757] lr: 1.000e-02, eta: 1 day, 14:57:41, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5609, top5_acc: 0.7734, loss_cls: 1.9331, loss: 1.9331, grad_norm: 5.2864 2021-02-03 13:57:09,483 - mmaction - INFO - Epoch [22][1020/3757] lr: 1.000e-02, eta: 1 day, 14:57:29, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5687, top5_acc: 0.7797, loss_cls: 1.8807, loss: 1.8807, grad_norm: 5.0833 2021-02-03 13:57:18,965 - mmaction - INFO - Epoch [22][1040/3757] lr: 1.000e-02, eta: 1 day, 14:57:19, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5719, top5_acc: 0.7992, loss_cls: 1.8193, loss: 1.8193, grad_norm: 5.3166 2021-02-03 13:57:28,433 - mmaction - INFO - Epoch [22][1060/3757] lr: 1.000e-02, eta: 1 day, 14:57:09, time: 0.474, data_time: 0.002, memory: 7140, top1_acc: 0.5305, top5_acc: 0.7586, loss_cls: 2.0280, loss: 2.0280, grad_norm: 5.5681 2021-02-03 13:57:37,774 - mmaction - INFO - Epoch [22][1080/3757] lr: 1.000e-02, eta: 1 day, 14:56:56, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5133, top5_acc: 0.7609, loss_cls: 2.0070, loss: 2.0070, grad_norm: 5.4666 2021-02-03 13:57:47,000 - mmaction - INFO - Epoch [22][1100/3757] lr: 1.000e-02, eta: 1 day, 14:56:41, time: 0.462, data_time: 0.001, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 1.9951, loss: 1.9951, grad_norm: 5.3472 2021-02-03 13:57:56,446 - mmaction - INFO - Epoch [22][1120/3757] lr: 1.000e-02, eta: 1 day, 14:56:31, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 1.9517, loss: 1.9517, grad_norm: 5.2248 2021-02-03 13:58:05,890 - mmaction - INFO - Epoch [22][1140/3757] lr: 1.000e-02, eta: 1 day, 14:56:20, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5609, top5_acc: 0.7977, loss_cls: 1.8396, loss: 1.8396, grad_norm: 5.2468 2021-02-03 13:58:15,103 - mmaction - INFO - Epoch [22][1160/3757] lr: 1.000e-02, eta: 1 day, 14:56:04, time: 0.461, data_time: 0.001, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7656, loss_cls: 1.9635, loss: 1.9635, grad_norm: 5.2075 2021-02-03 13:58:24,489 - mmaction - INFO - Epoch [22][1180/3757] lr: 1.000e-02, eta: 1 day, 14:55:53, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5359, top5_acc: 0.7719, loss_cls: 1.9917, loss: 1.9917, grad_norm: 5.0849 2021-02-03 13:58:33,931 - mmaction - INFO - Epoch [22][1200/3757] lr: 1.000e-02, eta: 1 day, 14:55:42, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5570, top5_acc: 0.7703, loss_cls: 1.9050, loss: 1.9050, grad_norm: 5.1079 2021-02-03 13:58:43,274 - mmaction - INFO - Epoch [22][1220/3757] lr: 1.000e-02, eta: 1 day, 14:55:30, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5430, top5_acc: 0.7781, loss_cls: 1.9222, loss: 1.9222, grad_norm: 5.1423 2021-02-03 13:58:52,659 - mmaction - INFO - Epoch [22][1240/3757] lr: 1.000e-02, eta: 1 day, 14:55:18, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5586, top5_acc: 0.7898, loss_cls: 1.8632, loss: 1.8632, grad_norm: 5.2905 2021-02-03 13:59:02,024 - mmaction - INFO - Epoch [22][1260/3757] lr: 1.000e-02, eta: 1 day, 14:55:05, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5594, top5_acc: 0.7711, loss_cls: 1.8944, loss: 1.8944, grad_norm: 5.0969 2021-02-03 13:59:11,432 - mmaction - INFO - Epoch [22][1280/3757] lr: 1.000e-02, eta: 1 day, 14:54:54, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5227, top5_acc: 0.7656, loss_cls: 1.9995, loss: 1.9995, grad_norm: 5.2684 2021-02-03 13:59:20,918 - mmaction - INFO - Epoch [22][1300/3757] lr: 1.000e-02, eta: 1 day, 14:54:45, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7766, loss_cls: 1.9171, loss: 1.9171, grad_norm: 5.1763 2021-02-03 13:59:30,229 - mmaction - INFO - Epoch [22][1320/3757] lr: 1.000e-02, eta: 1 day, 14:54:31, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5531, top5_acc: 0.7742, loss_cls: 1.9482, loss: 1.9482, grad_norm: 5.2319 2021-02-03 13:59:39,633 - mmaction - INFO - Epoch [22][1340/3757] lr: 1.000e-02, eta: 1 day, 14:54:20, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5477, top5_acc: 0.7844, loss_cls: 1.9509, loss: 1.9509, grad_norm: 5.1400 2021-02-03 13:59:48,875 - mmaction - INFO - Epoch [22][1360/3757] lr: 1.000e-02, eta: 1 day, 14:54:05, time: 0.462, data_time: 0.001, memory: 7140, top1_acc: 0.5437, top5_acc: 0.7539, loss_cls: 1.9570, loss: 1.9570, grad_norm: 5.2370 2021-02-03 13:59:58,253 - mmaction - INFO - Epoch [22][1380/3757] lr: 1.000e-02, eta: 1 day, 14:53:53, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5289, top5_acc: 0.7625, loss_cls: 1.9813, loss: 1.9813, grad_norm: 5.1831 2021-02-03 14:00:07,612 - mmaction - INFO - Epoch [22][1400/3757] lr: 1.000e-02, eta: 1 day, 14:53:41, time: 0.469, data_time: 0.002, memory: 7140, top1_acc: 0.5609, top5_acc: 0.8070, loss_cls: 1.8239, loss: 1.8239, grad_norm: 5.0201 2021-02-03 14:00:16,990 - mmaction - INFO - Epoch [22][1420/3757] lr: 1.000e-02, eta: 1 day, 14:53:28, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5516, top5_acc: 0.7836, loss_cls: 1.9229, loss: 1.9229, grad_norm: 5.2818 2021-02-03 14:00:26,239 - mmaction - INFO - Epoch [22][1440/3757] lr: 1.000e-02, eta: 1 day, 14:53:14, time: 0.464, data_time: 0.002, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7883, loss_cls: 1.9095, loss: 1.9095, grad_norm: 5.3131 2021-02-03 14:00:35,639 - mmaction - INFO - Epoch [22][1460/3757] lr: 1.000e-02, eta: 1 day, 14:53:03, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7742, loss_cls: 1.9788, loss: 1.9788, grad_norm: 5.4137 2021-02-03 14:00:44,912 - mmaction - INFO - Epoch [22][1480/3757] lr: 1.000e-02, eta: 1 day, 14:52:49, time: 0.464, data_time: 0.001, memory: 7140, top1_acc: 0.5516, top5_acc: 0.7852, loss_cls: 1.8703, loss: 1.8703, grad_norm: 5.2129 2021-02-03 14:00:54,345 - mmaction - INFO - Epoch [22][1500/3757] lr: 1.000e-02, eta: 1 day, 14:52:38, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5633, top5_acc: 0.7789, loss_cls: 1.8906, loss: 1.8906, grad_norm: 5.1563 2021-02-03 14:01:03,763 - mmaction - INFO - Epoch [22][1520/3757] lr: 1.000e-02, eta: 1 day, 14:52:27, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5633, top5_acc: 0.7766, loss_cls: 1.8967, loss: 1.8967, grad_norm: 4.9435 2021-02-03 14:01:13,060 - mmaction - INFO - Epoch [22][1540/3757] lr: 1.000e-02, eta: 1 day, 14:52:13, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5594, top5_acc: 0.8000, loss_cls: 1.8834, loss: 1.8834, grad_norm: 5.1253 2021-02-03 14:01:22,451 - mmaction - INFO - Epoch [22][1560/3757] lr: 1.000e-02, eta: 1 day, 14:52:02, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7727, loss_cls: 1.9940, loss: 1.9940, grad_norm: 5.2906 2021-02-03 14:01:31,853 - mmaction - INFO - Epoch [22][1580/3757] lr: 1.000e-02, eta: 1 day, 14:51:51, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5148, top5_acc: 0.7742, loss_cls: 2.0247, loss: 2.0247, grad_norm: 5.1332 2021-02-03 14:01:41,244 - mmaction - INFO - Epoch [22][1600/3757] lr: 1.000e-02, eta: 1 day, 14:51:39, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7602, loss_cls: 2.0327, loss: 2.0327, grad_norm: 5.1016 2021-02-03 14:01:50,748 - mmaction - INFO - Epoch [22][1620/3757] lr: 1.000e-02, eta: 1 day, 14:51:30, time: 0.475, data_time: 0.001, memory: 7140, top1_acc: 0.5539, top5_acc: 0.7945, loss_cls: 1.8435, loss: 1.8435, grad_norm: 5.0736 2021-02-03 14:02:00,219 - mmaction - INFO - Epoch [22][1640/3757] lr: 1.000e-02, eta: 1 day, 14:51:20, time: 0.473, data_time: 0.002, memory: 7140, top1_acc: 0.5555, top5_acc: 0.7750, loss_cls: 1.9057, loss: 1.9057, grad_norm: 5.0826 2021-02-03 14:02:09,650 - mmaction - INFO - Epoch [22][1660/3757] lr: 1.000e-02, eta: 1 day, 14:51:10, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5328, top5_acc: 0.7594, loss_cls: 2.0332, loss: 2.0332, grad_norm: 5.2106 2021-02-03 14:02:19,073 - mmaction - INFO - Epoch [22][1680/3757] lr: 1.000e-02, eta: 1 day, 14:50:59, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5195, top5_acc: 0.7766, loss_cls: 1.9766, loss: 1.9766, grad_norm: 5.3866 2021-02-03 14:02:28,453 - mmaction - INFO - Epoch [22][1700/3757] lr: 1.000e-02, eta: 1 day, 14:50:48, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5273, top5_acc: 0.7883, loss_cls: 1.9524, loss: 1.9524, grad_norm: 5.2425 2021-02-03 14:02:37,979 - mmaction - INFO - Epoch [22][1720/3757] lr: 1.000e-02, eta: 1 day, 14:50:39, time: 0.476, data_time: 0.005, memory: 7140, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 2.0417, loss: 2.0417, grad_norm: 5.3476 2021-02-03 14:02:47,383 - mmaction - INFO - Epoch [22][1740/3757] lr: 1.000e-02, eta: 1 day, 14:50:28, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5602, top5_acc: 0.7805, loss_cls: 1.9023, loss: 1.9023, grad_norm: 5.0439 2021-02-03 14:02:56,780 - mmaction - INFO - Epoch [22][1760/3757] lr: 1.000e-02, eta: 1 day, 14:50:17, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5492, top5_acc: 0.7531, loss_cls: 1.9690, loss: 1.9690, grad_norm: 5.3322 2021-02-03 14:03:06,107 - mmaction - INFO - Epoch [22][1780/3757] lr: 1.000e-02, eta: 1 day, 14:50:04, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5477, top5_acc: 0.7695, loss_cls: 1.9658, loss: 1.9658, grad_norm: 5.0954 2021-02-03 14:03:15,455 - mmaction - INFO - Epoch [22][1800/3757] lr: 1.000e-02, eta: 1 day, 14:49:51, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8996, loss: 1.8996, grad_norm: 5.1159 2021-02-03 14:03:24,773 - mmaction - INFO - Epoch [22][1820/3757] lr: 1.000e-02, eta: 1 day, 14:49:38, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5555, top5_acc: 0.7727, loss_cls: 1.9120, loss: 1.9120, grad_norm: 5.2482 2021-02-03 14:03:34,211 - mmaction - INFO - Epoch [22][1840/3757] lr: 1.000e-02, eta: 1 day, 14:49:28, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5406, top5_acc: 0.7750, loss_cls: 1.9734, loss: 1.9734, grad_norm: 5.0496 2021-02-03 14:03:43,573 - mmaction - INFO - Epoch [22][1860/3757] lr: 1.000e-02, eta: 1 day, 14:49:16, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5617, top5_acc: 0.7812, loss_cls: 1.8527, loss: 1.8527, grad_norm: 4.9083 2021-02-03 14:03:53,023 - mmaction - INFO - Epoch [22][1880/3757] lr: 1.000e-02, eta: 1 day, 14:49:06, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5320, top5_acc: 0.7727, loss_cls: 1.9997, loss: 1.9997, grad_norm: 5.2229 2021-02-03 14:04:02,360 - mmaction - INFO - Epoch [22][1900/3757] lr: 1.000e-02, eta: 1 day, 14:48:53, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5484, top5_acc: 0.7781, loss_cls: 1.9355, loss: 1.9355, grad_norm: 5.0865 2021-02-03 14:04:11,829 - mmaction - INFO - Epoch [22][1920/3757] lr: 1.000e-02, eta: 1 day, 14:48:43, time: 0.472, data_time: 0.000, memory: 7140, top1_acc: 0.5492, top5_acc: 0.7750, loss_cls: 1.9687, loss: 1.9687, grad_norm: 5.3167 2021-02-03 14:04:21,153 - mmaction - INFO - Epoch [22][1940/3757] lr: 1.000e-02, eta: 1 day, 14:48:31, time: 0.467, data_time: 0.002, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7828, loss_cls: 1.9570, loss: 1.9570, grad_norm: 5.3966 2021-02-03 14:04:30,523 - mmaction - INFO - Epoch [22][1960/3757] lr: 1.000e-02, eta: 1 day, 14:48:19, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5547, top5_acc: 0.7844, loss_cls: 1.8600, loss: 1.8600, grad_norm: 5.1904 2021-02-03 14:04:39,952 - mmaction - INFO - Epoch [22][1980/3757] lr: 1.000e-02, eta: 1 day, 14:48:08, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7773, loss_cls: 1.9171, loss: 1.9171, grad_norm: 5.4410 2021-02-03 14:04:49,400 - mmaction - INFO - Epoch [22][2000/3757] lr: 1.000e-02, eta: 1 day, 14:47:58, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5633, top5_acc: 0.7984, loss_cls: 1.8211, loss: 1.8211, grad_norm: 5.1085 2021-02-03 14:04:58,820 - mmaction - INFO - Epoch [22][2020/3757] lr: 1.000e-02, eta: 1 day, 14:47:48, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5297, top5_acc: 0.7727, loss_cls: 1.9382, loss: 1.9382, grad_norm: 5.2242 2021-02-03 14:05:08,169 - mmaction - INFO - Epoch [22][2040/3757] lr: 1.000e-02, eta: 1 day, 14:47:35, time: 0.467, data_time: 0.000, memory: 7140, top1_acc: 0.5516, top5_acc: 0.7664, loss_cls: 1.9050, loss: 1.9050, grad_norm: 4.9790 2021-02-03 14:05:17,557 - mmaction - INFO - Epoch [22][2060/3757] lr: 1.000e-02, eta: 1 day, 14:47:24, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.8874, loss: 1.8874, grad_norm: 5.0554 2021-02-03 14:05:26,853 - mmaction - INFO - Epoch [22][2080/3757] lr: 1.000e-02, eta: 1 day, 14:47:10, time: 0.464, data_time: 0.000, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7812, loss_cls: 1.9335, loss: 1.9335, grad_norm: 5.1731 2021-02-03 14:05:36,292 - mmaction - INFO - Epoch [22][2100/3757] lr: 1.000e-02, eta: 1 day, 14:47:00, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7906, loss_cls: 1.8968, loss: 1.8968, grad_norm: 5.1793 2021-02-03 14:05:45,654 - mmaction - INFO - Epoch [22][2120/3757] lr: 1.000e-02, eta: 1 day, 14:46:48, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5516, top5_acc: 0.7758, loss_cls: 1.8926, loss: 1.8926, grad_norm: 5.0652 2021-02-03 14:05:55,074 - mmaction - INFO - Epoch [22][2140/3757] lr: 1.000e-02, eta: 1 day, 14:46:37, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5461, top5_acc: 0.7844, loss_cls: 1.9117, loss: 1.9117, grad_norm: 5.1682 2021-02-03 14:06:04,465 - mmaction - INFO - Epoch [22][2160/3757] lr: 1.000e-02, eta: 1 day, 14:46:26, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5461, top5_acc: 0.7688, loss_cls: 1.9299, loss: 1.9299, grad_norm: 5.1113 2021-02-03 14:06:13,755 - mmaction - INFO - Epoch [22][2180/3757] lr: 1.000e-02, eta: 1 day, 14:46:13, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5508, top5_acc: 0.7781, loss_cls: 1.9096, loss: 1.9096, grad_norm: 5.3824 2021-02-03 14:06:23,059 - mmaction - INFO - Epoch [22][2200/3757] lr: 1.000e-02, eta: 1 day, 14:45:59, time: 0.464, data_time: 0.000, memory: 7140, top1_acc: 0.5297, top5_acc: 0.7820, loss_cls: 1.9436, loss: 1.9436, grad_norm: 5.3613 2021-02-03 14:06:32,285 - mmaction - INFO - Epoch [22][2220/3757] lr: 1.000e-02, eta: 1 day, 14:45:44, time: 0.462, data_time: 0.001, memory: 7140, top1_acc: 0.5258, top5_acc: 0.7875, loss_cls: 1.9244, loss: 1.9244, grad_norm: 5.0500 2021-02-03 14:06:41,759 - mmaction - INFO - Epoch [22][2240/3757] lr: 1.000e-02, eta: 1 day, 14:45:35, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7680, loss_cls: 2.0092, loss: 2.0092, grad_norm: 5.1606 2021-02-03 14:06:51,127 - mmaction - INFO - Epoch [22][2260/3757] lr: 1.000e-02, eta: 1 day, 14:45:23, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5258, top5_acc: 0.7750, loss_cls: 1.9854, loss: 1.9854, grad_norm: 5.2298 2021-02-03 14:07:00,452 - mmaction - INFO - Epoch [22][2280/3757] lr: 1.000e-02, eta: 1 day, 14:45:10, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5219, top5_acc: 0.7492, loss_cls: 2.0315, loss: 2.0315, grad_norm: 5.3287 2021-02-03 14:07:09,794 - mmaction - INFO - Epoch [22][2300/3757] lr: 1.000e-02, eta: 1 day, 14:44:58, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5500, top5_acc: 0.7852, loss_cls: 1.8984, loss: 1.8984, grad_norm: 5.3707 2021-02-03 14:07:19,142 - mmaction - INFO - Epoch [22][2320/3757] lr: 1.000e-02, eta: 1 day, 14:44:46, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5477, top5_acc: 0.7883, loss_cls: 1.9236, loss: 1.9236, grad_norm: 5.3153 2021-02-03 14:07:28,519 - mmaction - INFO - Epoch [22][2340/3757] lr: 1.000e-02, eta: 1 day, 14:44:34, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7875, loss_cls: 1.9153, loss: 1.9153, grad_norm: 5.2271 2021-02-03 14:07:37,873 - mmaction - INFO - Epoch [22][2360/3757] lr: 1.000e-02, eta: 1 day, 14:44:22, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7797, loss_cls: 1.9311, loss: 1.9311, grad_norm: 4.9924 2021-02-03 14:07:47,186 - mmaction - INFO - Epoch [22][2380/3757] lr: 1.000e-02, eta: 1 day, 14:44:09, time: 0.466, data_time: 0.002, memory: 7140, top1_acc: 0.5555, top5_acc: 0.7883, loss_cls: 1.9039, loss: 1.9039, grad_norm: 5.1525 2021-02-03 14:07:56,623 - mmaction - INFO - Epoch [22][2400/3757] lr: 1.000e-02, eta: 1 day, 14:43:59, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5141, top5_acc: 0.7727, loss_cls: 2.0078, loss: 2.0078, grad_norm: 5.2120 2021-02-03 14:08:05,915 - mmaction - INFO - Epoch [22][2420/3757] lr: 1.000e-02, eta: 1 day, 14:43:46, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5578, top5_acc: 0.7844, loss_cls: 1.9094, loss: 1.9094, grad_norm: 5.1420 2021-02-03 14:08:15,292 - mmaction - INFO - Epoch [22][2440/3757] lr: 1.000e-02, eta: 1 day, 14:43:34, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5602, top5_acc: 0.7891, loss_cls: 1.8789, loss: 1.8789, grad_norm: 5.0157 2021-02-03 14:08:24,708 - mmaction - INFO - Epoch [22][2460/3757] lr: 1.000e-02, eta: 1 day, 14:43:24, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5289, top5_acc: 0.7906, loss_cls: 1.8850, loss: 1.8850, grad_norm: 5.1781 2021-02-03 14:08:33,939 - mmaction - INFO - Epoch [22][2480/3757] lr: 1.000e-02, eta: 1 day, 14:43:09, time: 0.462, data_time: 0.000, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7789, loss_cls: 1.9014, loss: 1.9014, grad_norm: 5.2163 2021-02-03 14:08:43,279 - mmaction - INFO - Epoch [22][2500/3757] lr: 1.000e-02, eta: 1 day, 14:42:57, time: 0.467, data_time: 0.000, memory: 7140, top1_acc: 0.5406, top5_acc: 0.7852, loss_cls: 1.9105, loss: 1.9105, grad_norm: 5.3266 2021-02-03 14:08:52,635 - mmaction - INFO - Epoch [22][2520/3757] lr: 1.000e-02, eta: 1 day, 14:42:44, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5531, top5_acc: 0.7766, loss_cls: 1.9282, loss: 1.9282, grad_norm: 5.1370 2021-02-03 14:09:02,029 - mmaction - INFO - Epoch [22][2540/3757] lr: 1.000e-02, eta: 1 day, 14:42:33, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5484, top5_acc: 0.7844, loss_cls: 1.9719, loss: 1.9719, grad_norm: 5.2200 2021-02-03 14:09:11,344 - mmaction - INFO - Epoch [22][2560/3757] lr: 1.000e-02, eta: 1 day, 14:42:21, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5375, top5_acc: 0.7867, loss_cls: 1.9520, loss: 1.9520, grad_norm: 5.2374 2021-02-03 14:09:20,817 - mmaction - INFO - Epoch [22][2580/3757] lr: 1.000e-02, eta: 1 day, 14:42:11, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5469, top5_acc: 0.7758, loss_cls: 1.9411, loss: 1.9411, grad_norm: 5.1973 2021-02-03 14:09:30,172 - mmaction - INFO - Epoch [22][2600/3757] lr: 1.000e-02, eta: 1 day, 14:41:59, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7641, loss_cls: 1.9786, loss: 1.9786, grad_norm: 5.2399 2021-02-03 14:09:39,590 - mmaction - INFO - Epoch [22][2620/3757] lr: 1.000e-02, eta: 1 day, 14:41:49, time: 0.471, data_time: 0.000, memory: 7140, top1_acc: 0.5727, top5_acc: 0.7797, loss_cls: 1.8558, loss: 1.8558, grad_norm: 5.1378 2021-02-03 14:09:48,895 - mmaction - INFO - Epoch [22][2640/3757] lr: 1.000e-02, eta: 1 day, 14:41:35, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5414, top5_acc: 0.7742, loss_cls: 1.9361, loss: 1.9361, grad_norm: 5.2660 2021-02-03 14:09:58,183 - mmaction - INFO - Epoch [22][2660/3757] lr: 1.000e-02, eta: 1 day, 14:41:22, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5461, top5_acc: 0.7758, loss_cls: 1.9473, loss: 1.9473, grad_norm: 5.2860 2021-02-03 14:10:07,601 - mmaction - INFO - Epoch [22][2680/3757] lr: 1.000e-02, eta: 1 day, 14:41:12, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5492, top5_acc: 0.7805, loss_cls: 1.8920, loss: 1.8920, grad_norm: 5.1928 2021-02-03 14:10:16,971 - mmaction - INFO - Epoch [22][2700/3757] lr: 1.000e-02, eta: 1 day, 14:41:00, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5477, top5_acc: 0.7820, loss_cls: 1.9168, loss: 1.9168, grad_norm: 5.2907 2021-02-03 14:10:26,427 - mmaction - INFO - Epoch [22][2720/3757] lr: 1.000e-02, eta: 1 day, 14:40:50, time: 0.472, data_time: 0.000, memory: 7140, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.9028, loss: 1.9028, grad_norm: 5.0872 2021-02-03 14:10:35,712 - mmaction - INFO - Epoch [22][2740/3757] lr: 1.000e-02, eta: 1 day, 14:40:37, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5336, top5_acc: 0.7750, loss_cls: 1.9436, loss: 1.9436, grad_norm: 5.0933 2021-02-03 14:10:45,058 - mmaction - INFO - Epoch [22][2760/3757] lr: 1.000e-02, eta: 1 day, 14:40:25, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5289, top5_acc: 0.7688, loss_cls: 1.9770, loss: 1.9770, grad_norm: 5.0752 2021-02-03 14:10:54,585 - mmaction - INFO - Epoch [22][2780/3757] lr: 1.000e-02, eta: 1 day, 14:40:17, time: 0.477, data_time: 0.001, memory: 7140, top1_acc: 0.5359, top5_acc: 0.7773, loss_cls: 1.9398, loss: 1.9398, grad_norm: 5.2567 2021-02-03 14:11:03,882 - mmaction - INFO - Epoch [22][2800/3757] lr: 1.000e-02, eta: 1 day, 14:40:04, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5391, top5_acc: 0.7562, loss_cls: 2.0022, loss: 2.0022, grad_norm: 5.2376 2021-02-03 14:11:13,212 - mmaction - INFO - Epoch [22][2820/3757] lr: 1.000e-02, eta: 1 day, 14:39:51, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5391, top5_acc: 0.7641, loss_cls: 2.0085, loss: 2.0085, grad_norm: 5.1445 2021-02-03 14:11:22,515 - mmaction - INFO - Epoch [22][2840/3757] lr: 1.000e-02, eta: 1 day, 14:39:38, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5539, top5_acc: 0.7789, loss_cls: 1.8937, loss: 1.8937, grad_norm: 5.0399 2021-02-03 14:11:31,927 - mmaction - INFO - Epoch [22][2860/3757] lr: 1.000e-02, eta: 1 day, 14:39:27, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5234, top5_acc: 0.7602, loss_cls: 1.9770, loss: 1.9770, grad_norm: 5.3962 2021-02-03 14:11:41,450 - mmaction - INFO - Epoch [22][2880/3757] lr: 1.000e-02, eta: 1 day, 14:39:19, time: 0.476, data_time: 0.001, memory: 7140, top1_acc: 0.5500, top5_acc: 0.7914, loss_cls: 1.8817, loss: 1.8817, grad_norm: 5.2549 2021-02-03 14:11:50,846 - mmaction - INFO - Epoch [22][2900/3757] lr: 1.000e-02, eta: 1 day, 14:39:08, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5227, top5_acc: 0.7656, loss_cls: 2.0221, loss: 2.0221, grad_norm: 5.2935 2021-02-03 14:12:00,221 - mmaction - INFO - Epoch [22][2920/3757] lr: 1.000e-02, eta: 1 day, 14:38:57, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5391, top5_acc: 0.7836, loss_cls: 1.9235, loss: 1.9235, grad_norm: 5.0092 2021-02-03 14:12:09,563 - mmaction - INFO - Epoch [22][2940/3757] lr: 1.000e-02, eta: 1 day, 14:38:45, time: 0.467, data_time: 0.000, memory: 7140, top1_acc: 0.5406, top5_acc: 0.7805, loss_cls: 1.9674, loss: 1.9674, grad_norm: 5.3155 2021-02-03 14:12:18,965 - mmaction - INFO - Epoch [22][2960/3757] lr: 1.000e-02, eta: 1 day, 14:38:34, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.9061, loss: 1.9061, grad_norm: 5.0622 2021-02-03 14:12:28,354 - mmaction - INFO - Epoch [22][2980/3757] lr: 1.000e-02, eta: 1 day, 14:38:23, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5656, top5_acc: 0.7953, loss_cls: 1.8733, loss: 1.8733, grad_norm: 4.8327 2021-02-03 14:12:37,843 - mmaction - INFO - Epoch [22][3000/3757] lr: 1.000e-02, eta: 1 day, 14:38:14, time: 0.475, data_time: 0.001, memory: 7140, top1_acc: 0.5539, top5_acc: 0.7641, loss_cls: 1.9664, loss: 1.9664, grad_norm: 5.1883 2021-02-03 14:12:47,226 - mmaction - INFO - Epoch [22][3020/3757] lr: 1.000e-02, eta: 1 day, 14:38:02, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5578, top5_acc: 0.7844, loss_cls: 1.8854, loss: 1.8854, grad_norm: 5.1052 2021-02-03 14:12:56,613 - mmaction - INFO - Epoch [22][3040/3757] lr: 1.000e-02, eta: 1 day, 14:37:51, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5461, top5_acc: 0.7656, loss_cls: 1.9806, loss: 1.9806, grad_norm: 5.5660 2021-02-03 14:13:05,920 - mmaction - INFO - Epoch [22][3060/3757] lr: 1.000e-02, eta: 1 day, 14:37:39, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5648, top5_acc: 0.7906, loss_cls: 1.8649, loss: 1.8649, grad_norm: 5.0312 2021-02-03 14:13:15,183 - mmaction - INFO - Epoch [22][3080/3757] lr: 1.000e-02, eta: 1 day, 14:37:25, time: 0.463, data_time: 0.001, memory: 7140, top1_acc: 0.5266, top5_acc: 0.7602, loss_cls: 1.9960, loss: 1.9960, grad_norm: 5.2501 2021-02-03 14:13:24,516 - mmaction - INFO - Epoch [22][3100/3757] lr: 1.000e-02, eta: 1 day, 14:37:13, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5484, top5_acc: 0.7906, loss_cls: 1.8736, loss: 1.8736, grad_norm: 5.0659 2021-02-03 14:13:33,868 - mmaction - INFO - Epoch [22][3120/3757] lr: 1.000e-02, eta: 1 day, 14:37:01, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5484, top5_acc: 0.7773, loss_cls: 1.9391, loss: 1.9391, grad_norm: 5.0645 2021-02-03 14:13:43,337 - mmaction - INFO - Epoch [22][3140/3757] lr: 1.000e-02, eta: 1 day, 14:36:51, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5594, top5_acc: 0.8047, loss_cls: 1.8283, loss: 1.8283, grad_norm: 5.0878 2021-02-03 14:13:52,636 - mmaction - INFO - Epoch [22][3160/3757] lr: 1.000e-02, eta: 1 day, 14:36:38, time: 0.464, data_time: 0.000, memory: 7140, top1_acc: 0.5727, top5_acc: 0.7812, loss_cls: 1.9046, loss: 1.9046, grad_norm: 5.1994 2021-02-03 14:14:02,017 - mmaction - INFO - Epoch [22][3180/3757] lr: 1.000e-02, eta: 1 day, 14:36:27, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5312, top5_acc: 0.7703, loss_cls: 1.9709, loss: 1.9709, grad_norm: 5.3033 2021-02-03 14:14:11,466 - mmaction - INFO - Epoch [22][3200/3757] lr: 1.000e-02, eta: 1 day, 14:36:17, time: 0.472, data_time: 0.000, memory: 7140, top1_acc: 0.5289, top5_acc: 0.7594, loss_cls: 2.0170, loss: 2.0170, grad_norm: 4.9658 2021-02-03 14:14:20,883 - mmaction - INFO - Epoch [22][3220/3757] lr: 1.000e-02, eta: 1 day, 14:36:07, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5617, top5_acc: 0.7680, loss_cls: 1.9367, loss: 1.9367, grad_norm: 5.0958 2021-02-03 14:14:30,320 - mmaction - INFO - Epoch [22][3240/3757] lr: 1.000e-02, eta: 1 day, 14:35:57, time: 0.473, data_time: 0.002, memory: 7140, top1_acc: 0.5539, top5_acc: 0.7969, loss_cls: 1.8692, loss: 1.8692, grad_norm: 5.0047 2021-02-03 14:14:39,625 - mmaction - INFO - Epoch [22][3260/3757] lr: 1.000e-02, eta: 1 day, 14:35:44, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7805, loss_cls: 1.9078, loss: 1.9078, grad_norm: 5.1710 2021-02-03 14:14:48,990 - mmaction - INFO - Epoch [22][3280/3757] lr: 1.000e-02, eta: 1 day, 14:35:33, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5516, top5_acc: 0.7797, loss_cls: 1.9247, loss: 1.9247, grad_norm: 4.9649 2021-02-03 14:14:58,456 - mmaction - INFO - Epoch [22][3300/3757] lr: 1.000e-02, eta: 1 day, 14:35:23, time: 0.473, data_time: 0.000, memory: 7140, top1_acc: 0.5430, top5_acc: 0.7641, loss_cls: 2.0086, loss: 2.0086, grad_norm: 5.2096 2021-02-03 14:15:07,839 - mmaction - INFO - Epoch [22][3320/3757] lr: 1.000e-02, eta: 1 day, 14:35:12, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5320, top5_acc: 0.7828, loss_cls: 1.9534, loss: 1.9534, grad_norm: 5.2994 2021-02-03 14:15:17,196 - mmaction - INFO - Epoch [22][3340/3757] lr: 1.000e-02, eta: 1 day, 14:35:00, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5508, top5_acc: 0.7641, loss_cls: 1.9833, loss: 1.9833, grad_norm: 5.1690 2021-02-03 14:15:26,477 - mmaction - INFO - Epoch [22][3360/3757] lr: 1.000e-02, eta: 1 day, 14:34:47, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5672, top5_acc: 0.7937, loss_cls: 1.8324, loss: 1.8324, grad_norm: 5.1019 2021-02-03 14:15:35,873 - mmaction - INFO - Epoch [22][3380/3757] lr: 1.000e-02, eta: 1 day, 14:34:36, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5375, top5_acc: 0.7859, loss_cls: 1.9169, loss: 1.9169, grad_norm: 5.2668 2021-02-03 14:15:45,226 - mmaction - INFO - Epoch [22][3400/3757] lr: 1.000e-02, eta: 1 day, 14:34:24, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7688, loss_cls: 1.9640, loss: 1.9640, grad_norm: 5.0289 2021-02-03 14:15:54,647 - mmaction - INFO - Epoch [22][3420/3757] lr: 1.000e-02, eta: 1 day, 14:34:14, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5430, top5_acc: 0.7906, loss_cls: 1.8794, loss: 1.8794, grad_norm: 5.1495 2021-02-03 14:16:03,991 - mmaction - INFO - Epoch [22][3440/3757] lr: 1.000e-02, eta: 1 day, 14:34:02, time: 0.466, data_time: 0.000, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7953, loss_cls: 1.8397, loss: 1.8397, grad_norm: 5.1285 2021-02-03 14:16:13,378 - mmaction - INFO - Epoch [22][3460/3757] lr: 1.000e-02, eta: 1 day, 14:33:51, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7773, loss_cls: 1.9476, loss: 1.9476, grad_norm: 5.0614 2021-02-03 14:16:22,739 - mmaction - INFO - Epoch [22][3480/3757] lr: 1.000e-02, eta: 1 day, 14:33:40, time: 0.469, data_time: 0.002, memory: 7140, top1_acc: 0.5086, top5_acc: 0.7562, loss_cls: 2.0641, loss: 2.0641, grad_norm: 5.4491 2021-02-03 14:16:32,077 - mmaction - INFO - Epoch [22][3500/3757] lr: 1.000e-02, eta: 1 day, 14:33:28, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5406, top5_acc: 0.7836, loss_cls: 1.9055, loss: 1.9055, grad_norm: 5.0291 2021-02-03 14:16:41,401 - mmaction - INFO - Epoch [22][3520/3757] lr: 1.000e-02, eta: 1 day, 14:33:15, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5531, top5_acc: 0.7711, loss_cls: 1.9609, loss: 1.9609, grad_norm: 5.0762 2021-02-03 14:16:50,866 - mmaction - INFO - Epoch [22][3540/3757] lr: 1.000e-02, eta: 1 day, 14:33:06, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5437, top5_acc: 0.7641, loss_cls: 1.9650, loss: 1.9650, grad_norm: 5.1354 2021-02-03 14:17:00,237 - mmaction - INFO - Epoch [22][3560/3757] lr: 1.000e-02, eta: 1 day, 14:32:54, time: 0.469, data_time: 0.002, memory: 7140, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.9018, loss: 1.9018, grad_norm: 5.4359 2021-02-03 14:17:09,638 - mmaction - INFO - Epoch [22][3580/3757] lr: 1.000e-02, eta: 1 day, 14:32:44, time: 0.471, data_time: 0.002, memory: 7140, top1_acc: 0.5508, top5_acc: 0.7844, loss_cls: 1.8821, loss: 1.8821, grad_norm: 5.2272 2021-02-03 14:17:18,925 - mmaction - INFO - Epoch [22][3600/3757] lr: 1.000e-02, eta: 1 day, 14:32:31, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5625, top5_acc: 0.7961, loss_cls: 1.8584, loss: 1.8584, grad_norm: 5.2877 2021-02-03 14:17:28,238 - mmaction - INFO - Epoch [22][3620/3757] lr: 1.000e-02, eta: 1 day, 14:32:18, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5352, top5_acc: 0.7711, loss_cls: 1.9597, loss: 1.9597, grad_norm: 5.2899 2021-02-03 14:17:37,621 - mmaction - INFO - Epoch [22][3640/3757] lr: 1.000e-02, eta: 1 day, 14:32:07, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5250, top5_acc: 0.7508, loss_cls: 2.0423, loss: 2.0423, grad_norm: 5.3319 2021-02-03 14:17:47,062 - mmaction - INFO - Epoch [22][3660/3757] lr: 1.000e-02, eta: 1 day, 14:31:57, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7953, loss_cls: 1.8449, loss: 1.8449, grad_norm: 5.1283 2021-02-03 14:17:56,445 - mmaction - INFO - Epoch [22][3680/3757] lr: 1.000e-02, eta: 1 day, 14:31:46, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7859, loss_cls: 1.9422, loss: 1.9422, grad_norm: 5.3969 2021-02-03 14:18:05,813 - mmaction - INFO - Epoch [22][3700/3757] lr: 1.000e-02, eta: 1 day, 14:31:35, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5219, top5_acc: 0.7828, loss_cls: 1.9590, loss: 1.9590, grad_norm: 5.2155 2021-02-03 14:18:15,192 - mmaction - INFO - Epoch [22][3720/3757] lr: 1.000e-02, eta: 1 day, 14:31:24, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7945, loss_cls: 1.9247, loss: 1.9247, grad_norm: 5.1684 2021-02-03 14:18:24,431 - mmaction - INFO - Epoch [22][3740/3757] lr: 1.000e-02, eta: 1 day, 14:31:10, time: 0.462, data_time: 0.001, memory: 7140, top1_acc: 0.5133, top5_acc: 0.7742, loss_cls: 2.0354, loss: 2.0354, grad_norm: 5.2792 2021-02-03 14:18:32,902 - mmaction - INFO - Saving checkpoint at 22 epochs 2021-02-03 14:31:57,688 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-02-03 14:31:58,445 - mmaction - INFO - top1_acc 0.6331 top5_acc 0.8539 2021-02-03 14:31:58,445 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-02-03 14:31:58,473 - mmaction - INFO - mean_acc 0.6330 2021-02-03 14:31:58,473 - mmaction - INFO - Now best checkpoint is epoch_22.pth 2021-02-03 14:31:58,483 - mmaction - INFO - Epoch(val) [22][3757] top1_acc: 0.6331, top5_acc: 0.8539, mean_class_accuracy: 0.6330 2021-02-03 14:32:30,141 - mmaction - INFO - Epoch [23][20/3757] lr: 1.000e-02, eta: 1 day, 14:35:28, time: 1.582, data_time: 1.118, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7922, loss_cls: 1.8963, loss: 1.8963, grad_norm: 5.0984 2021-02-03 14:32:39,266 - mmaction - INFO - Epoch [23][40/3757] lr: 1.000e-02, eta: 1 day, 14:35:11, time: 0.456, data_time: 0.001, memory: 7140, top1_acc: 0.5570, top5_acc: 0.7867, loss_cls: 1.8589, loss: 1.8589, grad_norm: 4.9254 2021-02-03 14:32:48,407 - mmaction - INFO - Epoch [23][60/3757] lr: 1.000e-02, eta: 1 day, 14:34:55, time: 0.458, data_time: 0.001, memory: 7140, top1_acc: 0.5703, top5_acc: 0.8016, loss_cls: 1.8043, loss: 1.8043, grad_norm: 5.0005 2021-02-03 14:32:57,547 - mmaction - INFO - Epoch [23][80/3757] lr: 1.000e-02, eta: 1 day, 14:34:39, time: 0.456, data_time: 0.000, memory: 7140, top1_acc: 0.5813, top5_acc: 0.8086, loss_cls: 1.7631, loss: 1.7631, grad_norm: 5.1268 2021-02-03 14:33:06,798 - mmaction - INFO - Epoch [23][100/3757] lr: 1.000e-02, eta: 1 day, 14:34:25, time: 0.463, data_time: 0.001, memory: 7140, top1_acc: 0.5539, top5_acc: 0.7922, loss_cls: 1.8678, loss: 1.8678, grad_norm: 5.2491 2021-02-03 14:33:16,052 - mmaction - INFO - Epoch [23][120/3757] lr: 1.000e-02, eta: 1 day, 14:34:11, time: 0.462, data_time: 0.001, memory: 7140, top1_acc: 0.5625, top5_acc: 0.7859, loss_cls: 1.8949, loss: 1.8949, grad_norm: 5.0790 2021-02-03 14:33:25,295 - mmaction - INFO - Epoch [23][140/3757] lr: 1.000e-02, eta: 1 day, 14:33:57, time: 0.463, data_time: 0.001, memory: 7140, top1_acc: 0.5664, top5_acc: 0.7844, loss_cls: 1.8434, loss: 1.8434, grad_norm: 5.1985 2021-02-03 14:33:34,531 - mmaction - INFO - Epoch [23][160/3757] lr: 1.000e-02, eta: 1 day, 14:33:43, time: 0.461, data_time: 0.000, memory: 7140, top1_acc: 0.5414, top5_acc: 0.7820, loss_cls: 1.9516, loss: 1.9516, grad_norm: 5.1747 2021-02-03 14:33:43,935 - mmaction - INFO - Epoch [23][180/3757] lr: 1.000e-02, eta: 1 day, 14:33:32, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5625, top5_acc: 0.7992, loss_cls: 1.8144, loss: 1.8144, grad_norm: 5.1923 2021-02-03 14:33:53,161 - mmaction - INFO - Epoch [23][200/3757] lr: 1.000e-02, eta: 1 day, 14:33:18, time: 0.462, data_time: 0.001, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7508, loss_cls: 1.9668, loss: 1.9668, grad_norm: 5.3160 2021-02-03 14:34:02,484 - mmaction - INFO - Epoch [23][220/3757] lr: 1.000e-02, eta: 1 day, 14:33:05, time: 0.466, data_time: 0.000, memory: 7140, top1_acc: 0.5477, top5_acc: 0.7820, loss_cls: 1.8814, loss: 1.8814, grad_norm: 5.2810 2021-02-03 14:34:11,980 - mmaction - INFO - Epoch [23][240/3757] lr: 1.000e-02, eta: 1 day, 14:32:56, time: 0.474, data_time: 0.000, memory: 7140, top1_acc: 0.5570, top5_acc: 0.7969, loss_cls: 1.8669, loss: 1.8669, grad_norm: 5.2829 2021-02-03 14:34:21,313 - mmaction - INFO - Epoch [23][260/3757] lr: 1.000e-02, eta: 1 day, 14:32:44, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5375, top5_acc: 0.7844, loss_cls: 1.9068, loss: 1.9068, grad_norm: 5.2252 2021-02-03 14:34:30,663 - mmaction - INFO - Epoch [23][280/3757] lr: 1.000e-02, eta: 1 day, 14:32:32, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5531, top5_acc: 0.7797, loss_cls: 1.8995, loss: 1.8995, grad_norm: 5.1143 2021-02-03 14:34:40,037 - mmaction - INFO - Epoch [23][300/3757] lr: 1.000e-02, eta: 1 day, 14:32:20, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5469, top5_acc: 0.7859, loss_cls: 1.8989, loss: 1.8989, grad_norm: 5.0562 2021-02-03 14:34:49,301 - mmaction - INFO - Epoch [23][320/3757] lr: 1.000e-02, eta: 1 day, 14:32:07, time: 0.463, data_time: 0.001, memory: 7140, top1_acc: 0.5531, top5_acc: 0.7867, loss_cls: 1.8847, loss: 1.8847, grad_norm: 5.1276 2021-02-03 14:34:58,722 - mmaction - INFO - Epoch [23][340/3757] lr: 1.000e-02, eta: 1 day, 14:31:56, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5391, top5_acc: 0.7570, loss_cls: 1.9788, loss: 1.9788, grad_norm: 5.0858 2021-02-03 14:35:08,103 - mmaction - INFO - Epoch [23][360/3757] lr: 1.000e-02, eta: 1 day, 14:31:45, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5586, top5_acc: 0.7906, loss_cls: 1.8654, loss: 1.8654, grad_norm: 5.1305 2021-02-03 14:35:17,400 - mmaction - INFO - Epoch [23][380/3757] lr: 1.000e-02, eta: 1 day, 14:31:32, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5539, top5_acc: 0.7867, loss_cls: 1.8503, loss: 1.8503, grad_norm: 5.0889 2021-02-03 14:35:26,694 - mmaction - INFO - Epoch [23][400/3757] lr: 1.000e-02, eta: 1 day, 14:31:19, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5578, top5_acc: 0.7937, loss_cls: 1.8545, loss: 1.8545, grad_norm: 5.2479 2021-02-03 14:35:36,148 - mmaction - INFO - Epoch [23][420/3757] lr: 1.000e-02, eta: 1 day, 14:31:09, time: 0.472, data_time: 0.000, memory: 7140, top1_acc: 0.5516, top5_acc: 0.7758, loss_cls: 1.9114, loss: 1.9114, grad_norm: 5.3150 2021-02-03 14:35:45,624 - mmaction - INFO - Epoch [23][440/3757] lr: 1.000e-02, eta: 1 day, 14:30:59, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5508, top5_acc: 0.7789, loss_cls: 1.9725, loss: 1.9725, grad_norm: 5.2071 2021-02-03 14:35:55,053 - mmaction - INFO - Epoch [23][460/3757] lr: 1.000e-02, eta: 1 day, 14:30:49, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5492, top5_acc: 0.7859, loss_cls: 1.8980, loss: 1.8980, grad_norm: 5.2466 2021-02-03 14:36:04,399 - mmaction - INFO - Epoch [23][480/3757] lr: 1.000e-02, eta: 1 day, 14:30:37, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5531, top5_acc: 0.7781, loss_cls: 1.8850, loss: 1.8850, grad_norm: 5.2897 2021-02-03 14:36:13,736 - mmaction - INFO - Epoch [23][500/3757] lr: 1.000e-02, eta: 1 day, 14:30:25, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5227, top5_acc: 0.7844, loss_cls: 1.9513, loss: 1.9513, grad_norm: 5.2093 2021-02-03 14:36:23,068 - mmaction - INFO - Epoch [23][520/3757] lr: 1.000e-02, eta: 1 day, 14:30:13, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5297, top5_acc: 0.7781, loss_cls: 1.9334, loss: 1.9334, grad_norm: 5.2525 2021-02-03 14:36:32,478 - mmaction - INFO - Epoch [23][540/3757] lr: 1.000e-02, eta: 1 day, 14:30:02, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5469, top5_acc: 0.7695, loss_cls: 1.8778, loss: 1.8778, grad_norm: 5.1978 2021-02-03 14:36:41,882 - mmaction - INFO - Epoch [23][560/3757] lr: 1.000e-02, eta: 1 day, 14:29:51, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5625, top5_acc: 0.7703, loss_cls: 1.9315, loss: 1.9315, grad_norm: 5.4163 2021-02-03 14:36:51,212 - mmaction - INFO - Epoch [23][580/3757] lr: 1.000e-02, eta: 1 day, 14:29:39, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5375, top5_acc: 0.7727, loss_cls: 1.9659, loss: 1.9659, grad_norm: 5.2151 2021-02-03 14:37:00,633 - mmaction - INFO - Epoch [23][600/3757] lr: 1.000e-02, eta: 1 day, 14:29:28, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5664, top5_acc: 0.7977, loss_cls: 1.8223, loss: 1.8223, grad_norm: 5.1767 2021-02-03 14:37:09,841 - mmaction - INFO - Epoch [23][620/3757] lr: 1.000e-02, eta: 1 day, 14:29:14, time: 0.461, data_time: 0.001, memory: 7140, top1_acc: 0.5383, top5_acc: 0.7680, loss_cls: 1.9338, loss: 1.9338, grad_norm: 5.3743 2021-02-03 14:37:19,299 - mmaction - INFO - Epoch [23][640/3757] lr: 1.000e-02, eta: 1 day, 14:29:04, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5664, top5_acc: 0.7891, loss_cls: 1.8443, loss: 1.8443, grad_norm: 5.0575 2021-02-03 14:37:28,712 - mmaction - INFO - Epoch [23][660/3757] lr: 1.000e-02, eta: 1 day, 14:28:53, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7781, loss_cls: 1.9052, loss: 1.9052, grad_norm: 5.0608 2021-02-03 14:37:38,117 - mmaction - INFO - Epoch [23][680/3757] lr: 1.000e-02, eta: 1 day, 14:28:42, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5430, top5_acc: 0.7875, loss_cls: 1.8881, loss: 1.8881, grad_norm: 5.1104 2021-02-03 14:37:47,575 - mmaction - INFO - Epoch [23][700/3757] lr: 1.000e-02, eta: 1 day, 14:28:33, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5609, top5_acc: 0.7781, loss_cls: 1.8690, loss: 1.8690, grad_norm: 5.1632 2021-02-03 14:37:56,900 - mmaction - INFO - Epoch [23][720/3757] lr: 1.000e-02, eta: 1 day, 14:28:20, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5203, top5_acc: 0.7734, loss_cls: 1.9557, loss: 1.9557, grad_norm: 5.2370 2021-02-03 14:38:06,325 - mmaction - INFO - Epoch [23][740/3757] lr: 1.000e-02, eta: 1 day, 14:28:10, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5531, top5_acc: 0.7797, loss_cls: 1.9256, loss: 1.9256, grad_norm: 5.2164 2021-02-03 14:38:15,791 - mmaction - INFO - Epoch [23][760/3757] lr: 1.000e-02, eta: 1 day, 14:28:00, time: 0.475, data_time: 0.002, memory: 7140, top1_acc: 0.5586, top5_acc: 0.8055, loss_cls: 1.8215, loss: 1.8215, grad_norm: 5.2900 2021-02-03 14:38:25,061 - mmaction - INFO - Epoch [23][780/3757] lr: 1.000e-02, eta: 1 day, 14:27:47, time: 0.463, data_time: 0.000, memory: 7140, top1_acc: 0.5648, top5_acc: 0.7883, loss_cls: 1.8248, loss: 1.8248, grad_norm: 5.1757 2021-02-03 14:38:34,458 - mmaction - INFO - Epoch [23][800/3757] lr: 1.000e-02, eta: 1 day, 14:27:36, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7664, loss_cls: 1.9792, loss: 1.9792, grad_norm: 5.2652 2021-02-03 14:38:43,957 - mmaction - INFO - Epoch [23][820/3757] lr: 1.000e-02, eta: 1 day, 14:27:27, time: 0.475, data_time: 0.001, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7906, loss_cls: 1.8939, loss: 1.8939, grad_norm: 5.1609 2021-02-03 14:38:53,370 - mmaction - INFO - Epoch [23][840/3757] lr: 1.000e-02, eta: 1 day, 14:27:17, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5437, top5_acc: 0.7664, loss_cls: 1.9521, loss: 1.9521, grad_norm: 5.1276 2021-02-03 14:39:02,761 - mmaction - INFO - Epoch [23][860/3757] lr: 1.000e-02, eta: 1 day, 14:27:06, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5437, top5_acc: 0.7773, loss_cls: 1.9061, loss: 1.9061, grad_norm: 5.1642 2021-02-03 14:39:12,270 - mmaction - INFO - Epoch [23][880/3757] lr: 1.000e-02, eta: 1 day, 14:26:56, time: 0.475, data_time: 0.001, memory: 7140, top1_acc: 0.5680, top5_acc: 0.8047, loss_cls: 1.8225, loss: 1.8225, grad_norm: 5.1541 2021-02-03 14:39:21,747 - mmaction - INFO - Epoch [23][900/3757] lr: 1.000e-02, eta: 1 day, 14:26:47, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5531, top5_acc: 0.7773, loss_cls: 1.9261, loss: 1.9261, grad_norm: 5.1559 2021-02-03 14:39:31,209 - mmaction - INFO - Epoch [23][920/3757] lr: 1.000e-02, eta: 1 day, 14:26:37, time: 0.474, data_time: 0.002, memory: 7140, top1_acc: 0.5508, top5_acc: 0.7750, loss_cls: 1.8923, loss: 1.8923, grad_norm: 5.1027 2021-02-03 14:39:40,667 - mmaction - INFO - Epoch [23][940/3757] lr: 1.000e-02, eta: 1 day, 14:26:28, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5484, top5_acc: 0.7820, loss_cls: 1.8620, loss: 1.8620, grad_norm: 5.0067 2021-02-03 14:39:50,029 - mmaction - INFO - Epoch [23][960/3757] lr: 1.000e-02, eta: 1 day, 14:26:16, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5633, top5_acc: 0.7812, loss_cls: 1.9407, loss: 1.9407, grad_norm: 5.1763 2021-02-03 14:39:59,445 - mmaction - INFO - Epoch [23][980/3757] lr: 1.000e-02, eta: 1 day, 14:26:05, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5602, top5_acc: 0.7852, loss_cls: 1.8645, loss: 1.8645, grad_norm: 5.0635 2021-02-03 14:40:08,882 - mmaction - INFO - Epoch [23][1000/3757] lr: 1.000e-02, eta: 1 day, 14:25:55, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5469, top5_acc: 0.7711, loss_cls: 1.9412, loss: 1.9412, grad_norm: 5.1032 2021-02-03 14:40:18,224 - mmaction - INFO - Epoch [23][1020/3757] lr: 1.000e-02, eta: 1 day, 14:25:43, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5516, top5_acc: 0.7930, loss_cls: 1.8365, loss: 1.8365, grad_norm: 5.0078 2021-02-03 14:40:27,579 - mmaction - INFO - Epoch [23][1040/3757] lr: 1.000e-02, eta: 1 day, 14:25:32, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5406, top5_acc: 0.7820, loss_cls: 1.9376, loss: 1.9376, grad_norm: 5.3940 2021-02-03 14:40:36,958 - mmaction - INFO - Epoch [23][1060/3757] lr: 1.000e-02, eta: 1 day, 14:25:21, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5352, top5_acc: 0.7680, loss_cls: 1.9672, loss: 1.9672, grad_norm: 5.3521 2021-02-03 14:40:47,998 - mmaction - INFO - Epoch [23][1080/3757] lr: 1.000e-02, eta: 1 day, 14:25:38, time: 0.547, data_time: 0.002, memory: 7140, top1_acc: 0.5336, top5_acc: 0.7516, loss_cls: 1.9930, loss: 1.9930, grad_norm: 5.1641 2021-02-03 14:40:57,324 - mmaction - INFO - Epoch [23][1100/3757] lr: 1.000e-02, eta: 1 day, 14:25:27, time: 0.471, data_time: 0.007, memory: 7140, top1_acc: 0.5555, top5_acc: 0.7883, loss_cls: 1.8773, loss: 1.8773, grad_norm: 5.1129 2021-02-03 14:41:06,603 - mmaction - INFO - Epoch [23][1120/3757] lr: 1.000e-02, eta: 1 day, 14:25:14, time: 0.464, data_time: 0.002, memory: 7140, top1_acc: 0.5602, top5_acc: 0.8039, loss_cls: 1.8184, loss: 1.8184, grad_norm: 5.1153 2021-02-03 14:41:15,966 - mmaction - INFO - Epoch [23][1140/3757] lr: 1.000e-02, eta: 1 day, 14:25:03, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5664, top5_acc: 0.7953, loss_cls: 1.8203, loss: 1.8203, grad_norm: 5.0956 2021-02-03 14:41:25,350 - mmaction - INFO - Epoch [23][1160/3757] lr: 1.000e-02, eta: 1 day, 14:24:52, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7805, loss_cls: 1.9110, loss: 1.9110, grad_norm: 5.4652 2021-02-03 14:41:34,770 - mmaction - INFO - Epoch [23][1180/3757] lr: 1.000e-02, eta: 1 day, 14:24:41, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5555, top5_acc: 0.7750, loss_cls: 1.8855, loss: 1.8855, grad_norm: 5.2337 2021-02-03 14:41:44,107 - mmaction - INFO - Epoch [23][1200/3757] lr: 1.000e-02, eta: 1 day, 14:24:29, time: 0.466, data_time: 0.000, memory: 7140, top1_acc: 0.5289, top5_acc: 0.7945, loss_cls: 1.9183, loss: 1.9183, grad_norm: 5.2927 2021-02-03 14:41:53,580 - mmaction - INFO - Epoch [23][1220/3757] lr: 1.000e-02, eta: 1 day, 14:24:19, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5406, top5_acc: 0.7703, loss_cls: 1.9507, loss: 1.9507, grad_norm: 5.1910 2021-02-03 14:42:02,867 - mmaction - INFO - Epoch [23][1240/3757] lr: 1.000e-02, eta: 1 day, 14:24:07, time: 0.466, data_time: 0.002, memory: 7140, top1_acc: 0.5328, top5_acc: 0.7711, loss_cls: 1.9660, loss: 1.9660, grad_norm: 5.0949 2021-02-03 14:42:12,305 - mmaction - INFO - Epoch [23][1260/3757] lr: 1.000e-02, eta: 1 day, 14:23:57, time: 0.472, data_time: 0.000, memory: 7140, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.9081, loss: 1.9081, grad_norm: 5.0021 2021-02-03 14:42:21,631 - mmaction - INFO - Epoch [23][1280/3757] lr: 1.000e-02, eta: 1 day, 14:23:44, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5414, top5_acc: 0.7812, loss_cls: 1.9170, loss: 1.9170, grad_norm: 5.1440 2021-02-03 14:42:30,960 - mmaction - INFO - Epoch [23][1300/3757] lr: 1.000e-02, eta: 1 day, 14:23:32, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5695, top5_acc: 0.7836, loss_cls: 1.8523, loss: 1.8523, grad_norm: 5.0240 2021-02-03 14:42:40,421 - mmaction - INFO - Epoch [23][1320/3757] lr: 1.000e-02, eta: 1 day, 14:23:23, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5680, top5_acc: 0.8055, loss_cls: 1.7832, loss: 1.7832, grad_norm: 5.0262 2021-02-03 14:42:49,957 - mmaction - INFO - Epoch [23][1340/3757] lr: 1.000e-02, eta: 1 day, 14:23:14, time: 0.476, data_time: 0.001, memory: 7140, top1_acc: 0.5203, top5_acc: 0.7570, loss_cls: 2.0183, loss: 2.0183, grad_norm: 5.4566 2021-02-03 14:42:59,358 - mmaction - INFO - Epoch [23][1360/3757] lr: 1.000e-02, eta: 1 day, 14:23:04, time: 0.471, data_time: 0.002, memory: 7140, top1_acc: 0.5445, top5_acc: 0.7875, loss_cls: 1.9043, loss: 1.9043, grad_norm: 5.2473 2021-02-03 14:43:08,737 - mmaction - INFO - Epoch [23][1380/3757] lr: 1.000e-02, eta: 1 day, 14:22:52, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5477, top5_acc: 0.7828, loss_cls: 1.9064, loss: 1.9064, grad_norm: 5.0845 2021-02-03 14:43:18,170 - mmaction - INFO - Epoch [23][1400/3757] lr: 1.000e-02, eta: 1 day, 14:22:42, time: 0.472, data_time: 0.000, memory: 7140, top1_acc: 0.5469, top5_acc: 0.7867, loss_cls: 1.8719, loss: 1.8719, grad_norm: 5.1223 2021-02-03 14:43:27,641 - mmaction - INFO - Epoch [23][1420/3757] lr: 1.000e-02, eta: 1 day, 14:22:32, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5797, top5_acc: 0.7914, loss_cls: 1.8140, loss: 1.8140, grad_norm: 5.1110 2021-02-03 14:43:37,131 - mmaction - INFO - Epoch [23][1440/3757] lr: 1.000e-02, eta: 1 day, 14:22:23, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5391, top5_acc: 0.7828, loss_cls: 1.9455, loss: 1.9455, grad_norm: 5.2699 2021-02-03 14:43:46,529 - mmaction - INFO - Epoch [23][1460/3757] lr: 1.000e-02, eta: 1 day, 14:22:12, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5297, top5_acc: 0.7812, loss_cls: 1.9617, loss: 1.9617, grad_norm: 5.3253 2021-02-03 14:43:55,933 - mmaction - INFO - Epoch [23][1480/3757] lr: 1.000e-02, eta: 1 day, 14:22:02, time: 0.471, data_time: 0.002, memory: 7140, top1_acc: 0.5516, top5_acc: 0.7805, loss_cls: 1.8734, loss: 1.8734, grad_norm: 5.4016 2021-02-03 14:44:05,349 - mmaction - INFO - Epoch [23][1500/3757] lr: 1.000e-02, eta: 1 day, 14:21:51, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5633, top5_acc: 0.8039, loss_cls: 1.8186, loss: 1.8186, grad_norm: 5.1933 2021-02-03 14:44:14,639 - mmaction - INFO - Epoch [23][1520/3757] lr: 1.000e-02, eta: 1 day, 14:21:38, time: 0.464, data_time: 0.000, memory: 7140, top1_acc: 0.5602, top5_acc: 0.7781, loss_cls: 1.8894, loss: 1.8894, grad_norm: 5.3163 2021-02-03 14:44:23,946 - mmaction - INFO - Epoch [23][1540/3757] lr: 1.000e-02, eta: 1 day, 14:21:26, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5289, top5_acc: 0.7617, loss_cls: 2.0276, loss: 2.0276, grad_norm: 5.1931 2021-02-03 14:44:33,156 - mmaction - INFO - Epoch [23][1560/3757] lr: 1.000e-02, eta: 1 day, 14:21:12, time: 0.460, data_time: 0.001, memory: 7140, top1_acc: 0.5437, top5_acc: 0.7758, loss_cls: 1.9339, loss: 1.9339, grad_norm: 5.1220 2021-02-03 14:44:42,649 - mmaction - INFO - Epoch [23][1580/3757] lr: 1.000e-02, eta: 1 day, 14:21:03, time: 0.475, data_time: 0.001, memory: 7140, top1_acc: 0.5469, top5_acc: 0.7906, loss_cls: 1.8751, loss: 1.8751, grad_norm: 5.1617 2021-02-03 14:44:52,072 - mmaction - INFO - Epoch [23][1600/3757] lr: 1.000e-02, eta: 1 day, 14:20:53, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5539, top5_acc: 0.7648, loss_cls: 1.9016, loss: 1.9016, grad_norm: 5.3231 2021-02-03 14:45:01,425 - mmaction - INFO - Epoch [23][1620/3757] lr: 1.000e-02, eta: 1 day, 14:20:41, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5391, top5_acc: 0.7789, loss_cls: 1.9333, loss: 1.9333, grad_norm: 5.2555 2021-02-03 14:45:10,864 - mmaction - INFO - Epoch [23][1640/3757] lr: 1.000e-02, eta: 1 day, 14:20:31, time: 0.472, data_time: 0.000, memory: 7140, top1_acc: 0.5445, top5_acc: 0.7734, loss_cls: 1.9584, loss: 1.9584, grad_norm: 5.1596 2021-02-03 14:45:20,231 - mmaction - INFO - Epoch [23][1660/3757] lr: 1.000e-02, eta: 1 day, 14:20:20, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5664, top5_acc: 0.7875, loss_cls: 1.8408, loss: 1.8408, grad_norm: 5.0482 2021-02-03 14:45:29,547 - mmaction - INFO - Epoch [23][1680/3757] lr: 1.000e-02, eta: 1 day, 14:20:07, time: 0.466, data_time: 0.000, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7828, loss_cls: 1.9039, loss: 1.9039, grad_norm: 5.4192 2021-02-03 14:45:38,934 - mmaction - INFO - Epoch [23][1700/3757] lr: 1.000e-02, eta: 1 day, 14:19:56, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5508, top5_acc: 0.7930, loss_cls: 1.9053, loss: 1.9053, grad_norm: 5.3461 2021-02-03 14:45:48,282 - mmaction - INFO - Epoch [23][1720/3757] lr: 1.000e-02, eta: 1 day, 14:19:44, time: 0.467, data_time: 0.000, memory: 7140, top1_acc: 0.5500, top5_acc: 0.7695, loss_cls: 1.9541, loss: 1.9541, grad_norm: 5.3743 2021-02-03 14:45:57,622 - mmaction - INFO - Epoch [23][1740/3757] lr: 1.000e-02, eta: 1 day, 14:19:33, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5555, top5_acc: 0.7766, loss_cls: 1.8823, loss: 1.8823, grad_norm: 5.0575 2021-02-03 14:46:06,943 - mmaction - INFO - Epoch [23][1760/3757] lr: 1.000e-02, eta: 1 day, 14:19:21, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5500, top5_acc: 0.7680, loss_cls: 1.9888, loss: 1.9888, grad_norm: 5.2153 2021-02-03 14:46:16,443 - mmaction - INFO - Epoch [23][1780/3757] lr: 1.000e-02, eta: 1 day, 14:19:12, time: 0.476, data_time: 0.001, memory: 7140, top1_acc: 0.5437, top5_acc: 0.7758, loss_cls: 1.9032, loss: 1.9032, grad_norm: 5.0561 2021-02-03 14:46:25,790 - mmaction - INFO - Epoch [23][1800/3757] lr: 1.000e-02, eta: 1 day, 14:19:00, time: 0.467, data_time: 0.000, memory: 7140, top1_acc: 0.5625, top5_acc: 0.7836, loss_cls: 1.9035, loss: 1.9035, grad_norm: 5.2078 2021-02-03 14:46:35,216 - mmaction - INFO - Epoch [23][1820/3757] lr: 1.000e-02, eta: 1 day, 14:18:50, time: 0.471, data_time: 0.000, memory: 7140, top1_acc: 0.5336, top5_acc: 0.7773, loss_cls: 1.9521, loss: 1.9521, grad_norm: 5.1184 2021-02-03 14:46:44,577 - mmaction - INFO - Epoch [23][1840/3757] lr: 1.000e-02, eta: 1 day, 14:18:38, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5406, top5_acc: 0.7695, loss_cls: 1.9704, loss: 1.9704, grad_norm: 5.2456 2021-02-03 14:46:53,882 - mmaction - INFO - Epoch [23][1860/3757] lr: 1.000e-02, eta: 1 day, 14:18:26, time: 0.466, data_time: 0.002, memory: 7140, top1_acc: 0.5375, top5_acc: 0.7844, loss_cls: 1.9690, loss: 1.9690, grad_norm: 5.1989 2021-02-03 14:47:03,263 - mmaction - INFO - Epoch [23][1880/3757] lr: 1.000e-02, eta: 1 day, 14:18:15, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7828, loss_cls: 1.8785, loss: 1.8785, grad_norm: 5.0252 2021-02-03 14:47:12,660 - mmaction - INFO - Epoch [23][1900/3757] lr: 1.000e-02, eta: 1 day, 14:18:04, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5555, top5_acc: 0.7812, loss_cls: 1.8717, loss: 1.8717, grad_norm: 5.0999 2021-02-03 14:47:22,045 - mmaction - INFO - Epoch [23][1920/3757] lr: 1.000e-02, eta: 1 day, 14:17:53, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7609, loss_cls: 1.9528, loss: 1.9528, grad_norm: 5.3050 2021-02-03 14:47:31,482 - mmaction - INFO - Epoch [23][1940/3757] lr: 1.000e-02, eta: 1 day, 14:17:43, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5445, top5_acc: 0.7719, loss_cls: 1.9818, loss: 1.9818, grad_norm: 5.1461 2021-02-03 14:47:41,021 - mmaction - INFO - Epoch [23][1960/3757] lr: 1.000e-02, eta: 1 day, 14:17:35, time: 0.477, data_time: 0.001, memory: 7140, top1_acc: 0.5477, top5_acc: 0.7766, loss_cls: 1.9400, loss: 1.9400, grad_norm: 5.2686 2021-02-03 14:47:50,417 - mmaction - INFO - Epoch [23][1980/3757] lr: 1.000e-02, eta: 1 day, 14:17:24, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5383, top5_acc: 0.7773, loss_cls: 1.9823, loss: 1.9823, grad_norm: 5.1756 2021-02-03 14:47:59,808 - mmaction - INFO - Epoch [23][2000/3757] lr: 1.000e-02, eta: 1 day, 14:17:13, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5328, top5_acc: 0.7641, loss_cls: 1.9917, loss: 1.9917, grad_norm: 5.0837 2021-02-03 14:48:09,360 - mmaction - INFO - Epoch [23][2020/3757] lr: 1.000e-02, eta: 1 day, 14:17:05, time: 0.476, data_time: 0.000, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7570, loss_cls: 1.9884, loss: 1.9884, grad_norm: 5.1276 2021-02-03 14:48:18,759 - mmaction - INFO - Epoch [23][2040/3757] lr: 1.000e-02, eta: 1 day, 14:16:54, time: 0.471, data_time: 0.002, memory: 7140, top1_acc: 0.5711, top5_acc: 0.7805, loss_cls: 1.8986, loss: 1.8986, grad_norm: 5.0386 2021-02-03 14:48:28,151 - mmaction - INFO - Epoch [23][2060/3757] lr: 1.000e-02, eta: 1 day, 14:16:44, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5414, top5_acc: 0.7828, loss_cls: 1.9332, loss: 1.9332, grad_norm: 5.1989 2021-02-03 14:48:37,505 - mmaction - INFO - Epoch [23][2080/3757] lr: 1.000e-02, eta: 1 day, 14:16:32, time: 0.467, data_time: 0.000, memory: 7140, top1_acc: 0.5703, top5_acc: 0.8039, loss_cls: 1.8102, loss: 1.8102, grad_norm: 5.1359 2021-02-03 14:48:46,894 - mmaction - INFO - Epoch [23][2100/3757] lr: 1.000e-02, eta: 1 day, 14:16:21, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5648, top5_acc: 0.7914, loss_cls: 1.8621, loss: 1.8621, grad_norm: 5.1640 2021-02-03 14:48:56,287 - mmaction - INFO - Epoch [23][2120/3757] lr: 1.000e-02, eta: 1 day, 14:16:10, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7844, loss_cls: 1.8586, loss: 1.8586, grad_norm: 4.9452 2021-02-03 14:49:05,703 - mmaction - INFO - Epoch [23][2140/3757] lr: 1.000e-02, eta: 1 day, 14:16:00, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5625, top5_acc: 0.7977, loss_cls: 1.8687, loss: 1.8687, grad_norm: 5.2744 2021-02-03 14:49:15,027 - mmaction - INFO - Epoch [23][2160/3757] lr: 1.000e-02, eta: 1 day, 14:15:48, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5352, top5_acc: 0.7719, loss_cls: 1.9568, loss: 1.9568, grad_norm: 5.2253 2021-02-03 14:49:24,377 - mmaction - INFO - Epoch [23][2180/3757] lr: 1.000e-02, eta: 1 day, 14:15:36, time: 0.467, data_time: 0.000, memory: 7140, top1_acc: 0.5383, top5_acc: 0.7688, loss_cls: 1.9762, loss: 1.9762, grad_norm: 5.3265 2021-02-03 14:49:33,815 - mmaction - INFO - Epoch [23][2200/3757] lr: 1.000e-02, eta: 1 day, 14:15:26, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5523, top5_acc: 0.7742, loss_cls: 1.8991, loss: 1.8991, grad_norm: 5.0687 2021-02-03 14:49:43,146 - mmaction - INFO - Epoch [23][2220/3757] lr: 1.000e-02, eta: 1 day, 14:15:15, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5312, top5_acc: 0.7930, loss_cls: 1.9032, loss: 1.9032, grad_norm: 5.2105 2021-02-03 14:49:52,473 - mmaction - INFO - Epoch [23][2240/3757] lr: 1.000e-02, eta: 1 day, 14:15:03, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5656, top5_acc: 0.7789, loss_cls: 1.8875, loss: 1.8875, grad_norm: 5.0434 2021-02-03 14:50:01,786 - mmaction - INFO - Epoch [23][2260/3757] lr: 1.000e-02, eta: 1 day, 14:14:51, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7867, loss_cls: 1.9184, loss: 1.9184, grad_norm: 5.2262 2021-02-03 14:50:11,098 - mmaction - INFO - Epoch [23][2280/3757] lr: 1.000e-02, eta: 1 day, 14:14:39, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 1.9264, loss: 1.9264, grad_norm: 5.2493 2021-02-03 14:50:20,525 - mmaction - INFO - Epoch [23][2300/3757] lr: 1.000e-02, eta: 1 day, 14:14:28, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5352, top5_acc: 0.7727, loss_cls: 1.9453, loss: 1.9453, grad_norm: 5.3106 2021-02-03 14:50:29,971 - mmaction - INFO - Epoch [23][2320/3757] lr: 1.000e-02, eta: 1 day, 14:14:18, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7719, loss_cls: 1.9795, loss: 1.9795, grad_norm: 5.2213 2021-02-03 14:50:39,355 - mmaction - INFO - Epoch [23][2340/3757] lr: 1.000e-02, eta: 1 day, 14:14:08, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7773, loss_cls: 1.9302, loss: 1.9302, grad_norm: 5.1619 2021-02-03 14:50:48,641 - mmaction - INFO - Epoch [23][2360/3757] lr: 1.000e-02, eta: 1 day, 14:13:55, time: 0.464, data_time: 0.001, memory: 7140, top1_acc: 0.5687, top5_acc: 0.7844, loss_cls: 1.8387, loss: 1.8387, grad_norm: 5.1522 2021-02-03 14:50:58,115 - mmaction - INFO - Epoch [23][2380/3757] lr: 1.000e-02, eta: 1 day, 14:13:45, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7750, loss_cls: 1.9661, loss: 1.9661, grad_norm: 5.2531 2021-02-03 14:51:07,721 - mmaction - INFO - Epoch [23][2400/3757] lr: 1.000e-02, eta: 1 day, 14:13:38, time: 0.481, data_time: 0.007, memory: 7140, top1_acc: 0.5656, top5_acc: 0.7766, loss_cls: 1.8800, loss: 1.8800, grad_norm: 5.0750 2021-02-03 14:51:17,109 - mmaction - INFO - Epoch [23][2420/3757] lr: 1.000e-02, eta: 1 day, 14:13:28, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5547, top5_acc: 0.7805, loss_cls: 1.9318, loss: 1.9318, grad_norm: 5.0490 2021-02-03 14:51:26,442 - mmaction - INFO - Epoch [23][2440/3757] lr: 1.000e-02, eta: 1 day, 14:13:16, time: 0.466, data_time: 0.000, memory: 7140, top1_acc: 0.5875, top5_acc: 0.8148, loss_cls: 1.7596, loss: 1.7596, grad_norm: 5.0514 2021-02-03 14:51:35,905 - mmaction - INFO - Epoch [23][2460/3757] lr: 1.000e-02, eta: 1 day, 14:13:06, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5172, top5_acc: 0.7797, loss_cls: 1.9359, loss: 1.9359, grad_norm: 5.4789 2021-02-03 14:51:45,309 - mmaction - INFO - Epoch [23][2480/3757] lr: 1.000e-02, eta: 1 day, 14:12:56, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5336, top5_acc: 0.7648, loss_cls: 1.9873, loss: 1.9873, grad_norm: 5.0888 2021-02-03 14:51:54,676 - mmaction - INFO - Epoch [23][2500/3757] lr: 1.000e-02, eta: 1 day, 14:12:44, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5406, top5_acc: 0.7930, loss_cls: 1.8861, loss: 1.8861, grad_norm: 5.1190 2021-02-03 14:52:04,127 - mmaction - INFO - Epoch [23][2520/3757] lr: 1.000e-02, eta: 1 day, 14:12:35, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5680, top5_acc: 0.7820, loss_cls: 1.8805, loss: 1.8805, grad_norm: 5.0474 2021-02-03 14:52:13,358 - mmaction - INFO - Epoch [23][2540/3757] lr: 1.000e-02, eta: 1 day, 14:12:21, time: 0.462, data_time: 0.001, memory: 7140, top1_acc: 0.5352, top5_acc: 0.7688, loss_cls: 2.0238, loss: 2.0238, grad_norm: 5.1257 2021-02-03 14:52:22,655 - mmaction - INFO - Epoch [23][2560/3757] lr: 1.000e-02, eta: 1 day, 14:12:09, time: 0.464, data_time: 0.001, memory: 7140, top1_acc: 0.5352, top5_acc: 0.7656, loss_cls: 1.9591, loss: 1.9591, grad_norm: 5.0143 2021-02-03 14:52:32,022 - mmaction - INFO - Epoch [23][2580/3757] lr: 1.000e-02, eta: 1 day, 14:11:58, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7695, loss_cls: 1.9986, loss: 1.9986, grad_norm: 5.3730 2021-02-03 14:52:41,383 - mmaction - INFO - Epoch [23][2600/3757] lr: 1.000e-02, eta: 1 day, 14:11:46, time: 0.467, data_time: 0.000, memory: 7140, top1_acc: 0.5234, top5_acc: 0.7703, loss_cls: 1.9624, loss: 1.9624, grad_norm: 5.3409 2021-02-03 14:52:50,778 - mmaction - INFO - Epoch [23][2620/3757] lr: 1.000e-02, eta: 1 day, 14:11:36, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5484, top5_acc: 0.7719, loss_cls: 1.9392, loss: 1.9392, grad_norm: 5.1150 2021-02-03 14:53:00,027 - mmaction - INFO - Epoch [23][2640/3757] lr: 1.000e-02, eta: 1 day, 14:11:23, time: 0.463, data_time: 0.001, memory: 7140, top1_acc: 0.5625, top5_acc: 0.7922, loss_cls: 1.8317, loss: 1.8317, grad_norm: 5.0334 2021-02-03 14:53:09,382 - mmaction - INFO - Epoch [23][2660/3757] lr: 1.000e-02, eta: 1 day, 14:11:12, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5383, top5_acc: 0.7828, loss_cls: 1.9272, loss: 1.9272, grad_norm: 5.1532 2021-02-03 14:53:18,677 - mmaction - INFO - Epoch [23][2680/3757] lr: 1.000e-02, eta: 1 day, 14:10:59, time: 0.465, data_time: 0.000, memory: 7140, top1_acc: 0.5656, top5_acc: 0.8031, loss_cls: 1.8400, loss: 1.8400, grad_norm: 5.1998 2021-02-03 14:53:28,050 - mmaction - INFO - Epoch [23][2700/3757] lr: 1.000e-02, eta: 1 day, 14:10:48, time: 0.469, data_time: 0.000, memory: 7140, top1_acc: 0.5555, top5_acc: 0.7766, loss_cls: 1.8978, loss: 1.8978, grad_norm: 5.0732 2021-02-03 14:53:37,587 - mmaction - INFO - Epoch [23][2720/3757] lr: 1.000e-02, eta: 1 day, 14:10:40, time: 0.477, data_time: 0.000, memory: 7140, top1_acc: 0.5445, top5_acc: 0.7719, loss_cls: 1.9187, loss: 1.9187, grad_norm: 5.1304 2021-02-03 14:53:47,036 - mmaction - INFO - Epoch [23][2740/3757] lr: 1.000e-02, eta: 1 day, 14:10:30, time: 0.473, data_time: 0.003, memory: 7140, top1_acc: 0.5617, top5_acc: 0.7680, loss_cls: 1.9538, loss: 1.9538, grad_norm: 5.0620 2021-02-03 14:53:56,392 - mmaction - INFO - Epoch [23][2760/3757] lr: 1.000e-02, eta: 1 day, 14:10:19, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5383, top5_acc: 0.7656, loss_cls: 1.9543, loss: 1.9543, grad_norm: 5.3435 2021-02-03 14:54:05,766 - mmaction - INFO - Epoch [23][2780/3757] lr: 1.000e-02, eta: 1 day, 14:10:08, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5320, top5_acc: 0.7797, loss_cls: 1.9356, loss: 1.9356, grad_norm: 5.1885 2021-02-03 14:54:15,093 - mmaction - INFO - Epoch [23][2800/3757] lr: 1.000e-02, eta: 1 day, 14:09:56, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7734, loss_cls: 1.9852, loss: 1.9852, grad_norm: 5.0923 2021-02-03 14:54:24,445 - mmaction - INFO - Epoch [23][2820/3757] lr: 1.000e-02, eta: 1 day, 14:09:44, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5586, top5_acc: 0.7969, loss_cls: 1.8016, loss: 1.8016, grad_norm: 4.9588 2021-02-03 14:54:33,781 - mmaction - INFO - Epoch [23][2840/3757] lr: 1.000e-02, eta: 1 day, 14:09:33, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5352, top5_acc: 0.7719, loss_cls: 1.9868, loss: 1.9868, grad_norm: 5.4624 2021-02-03 14:54:43,193 - mmaction - INFO - Epoch [23][2860/3757] lr: 1.000e-02, eta: 1 day, 14:09:23, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5445, top5_acc: 0.7984, loss_cls: 1.8588, loss: 1.8588, grad_norm: 5.0144 2021-02-03 14:54:52,627 - mmaction - INFO - Epoch [23][2880/3757] lr: 1.000e-02, eta: 1 day, 14:09:13, time: 0.472, data_time: 0.000, memory: 7140, top1_acc: 0.5461, top5_acc: 0.7727, loss_cls: 1.9445, loss: 1.9445, grad_norm: 5.2360 2021-02-03 14:55:01,930 - mmaction - INFO - Epoch [23][2900/3757] lr: 1.000e-02, eta: 1 day, 14:09:00, time: 0.464, data_time: 0.000, memory: 7140, top1_acc: 0.5320, top5_acc: 0.7539, loss_cls: 2.0420, loss: 2.0420, grad_norm: 5.2777 2021-02-03 14:55:11,221 - mmaction - INFO - Epoch [23][2920/3757] lr: 1.000e-02, eta: 1 day, 14:08:48, time: 0.465, data_time: 0.002, memory: 7140, top1_acc: 0.5461, top5_acc: 0.7930, loss_cls: 1.8877, loss: 1.8877, grad_norm: 5.0488 2021-02-03 14:55:20,539 - mmaction - INFO - Epoch [23][2940/3757] lr: 1.000e-02, eta: 1 day, 14:08:36, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5398, top5_acc: 0.7891, loss_cls: 1.8849, loss: 1.8849, grad_norm: 5.2313 2021-02-03 14:55:29,906 - mmaction - INFO - Epoch [23][2960/3757] lr: 1.000e-02, eta: 1 day, 14:08:25, time: 0.468, data_time: 0.001, memory: 7140, top1_acc: 0.5531, top5_acc: 0.7547, loss_cls: 1.9551, loss: 1.9551, grad_norm: 5.0743 2021-02-03 14:55:39,378 - mmaction - INFO - Epoch [23][2980/3757] lr: 1.000e-02, eta: 1 day, 14:08:16, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5344, top5_acc: 0.7812, loss_cls: 1.9430, loss: 1.9430, grad_norm: 5.1494 2021-02-03 14:55:48,828 - mmaction - INFO - Epoch [23][3000/3757] lr: 1.000e-02, eta: 1 day, 14:08:06, time: 0.472, data_time: 0.001, memory: 7140, top1_acc: 0.5406, top5_acc: 0.7766, loss_cls: 1.9379, loss: 1.9379, grad_norm: 5.1556 2021-02-03 14:55:58,243 - mmaction - INFO - Epoch [23][3020/3757] lr: 1.000e-02, eta: 1 day, 14:07:56, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5383, top5_acc: 0.7539, loss_cls: 2.0281, loss: 2.0281, grad_norm: 5.1154 2021-02-03 14:56:07,778 - mmaction - INFO - Epoch [23][3040/3757] lr: 1.000e-02, eta: 1 day, 14:07:47, time: 0.476, data_time: 0.000, memory: 7140, top1_acc: 0.5570, top5_acc: 0.7844, loss_cls: 1.8663, loss: 1.8663, grad_norm: 4.9495 2021-02-03 14:56:17,094 - mmaction - INFO - Epoch [23][3060/3757] lr: 1.000e-02, eta: 1 day, 14:07:35, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5437, top5_acc: 0.7617, loss_cls: 1.9627, loss: 1.9627, grad_norm: 5.0785 2021-02-03 14:56:26,507 - mmaction - INFO - Epoch [23][3080/3757] lr: 1.000e-02, eta: 1 day, 14:07:25, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5641, top5_acc: 0.7828, loss_cls: 1.8866, loss: 1.8866, grad_norm: 5.0960 2021-02-03 14:56:35,812 - mmaction - INFO - Epoch [23][3100/3757] lr: 1.000e-02, eta: 1 day, 14:07:13, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.5461, top5_acc: 0.7758, loss_cls: 1.9364, loss: 1.9364, grad_norm: 5.1511 2021-02-03 14:56:45,186 - mmaction - INFO - Epoch [23][3120/3757] lr: 1.000e-02, eta: 1 day, 14:07:02, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5617, top5_acc: 0.8047, loss_cls: 1.8160, loss: 1.8160, grad_norm: 5.1819 2021-02-03 14:56:54,470 - mmaction - INFO - Epoch [23][3140/3757] lr: 1.000e-02, eta: 1 day, 14:06:50, time: 0.463, data_time: 0.001, memory: 7140, top1_acc: 0.5516, top5_acc: 0.7836, loss_cls: 1.9307, loss: 1.9307, grad_norm: 5.3290 2021-02-03 14:57:03,779 - mmaction - INFO - Epoch [23][3160/3757] lr: 1.000e-02, eta: 1 day, 14:06:38, time: 0.466, data_time: 0.002, memory: 7140, top1_acc: 0.5570, top5_acc: 0.7953, loss_cls: 1.8624, loss: 1.8624, grad_norm: 5.0936 2021-02-03 14:57:13,215 - mmaction - INFO - Epoch [23][3180/3757] lr: 1.000e-02, eta: 1 day, 14:06:28, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7695, loss_cls: 1.9538, loss: 1.9538, grad_norm: 5.2474 2021-02-03 14:57:22,538 - mmaction - INFO - Epoch [23][3200/3757] lr: 1.000e-02, eta: 1 day, 14:06:16, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5359, top5_acc: 0.7781, loss_cls: 1.9401, loss: 1.9401, grad_norm: 5.2930 2021-02-03 14:57:32,078 - mmaction - INFO - Epoch [23][3220/3757] lr: 1.000e-02, eta: 1 day, 14:06:08, time: 0.477, data_time: 0.001, memory: 7140, top1_acc: 0.5445, top5_acc: 0.7875, loss_cls: 1.9147, loss: 1.9147, grad_norm: 5.2287 2021-02-03 14:57:41,455 - mmaction - INFO - Epoch [23][3240/3757] lr: 1.000e-02, eta: 1 day, 14:05:57, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5703, top5_acc: 0.7891, loss_cls: 1.8139, loss: 1.8139, grad_norm: 5.2872 2021-02-03 14:57:51,277 - mmaction - INFO - Epoch [23][3260/3757] lr: 1.000e-02, eta: 1 day, 14:05:53, time: 0.491, data_time: 0.001, memory: 7140, top1_acc: 0.5625, top5_acc: 0.7859, loss_cls: 1.8546, loss: 1.8546, grad_norm: 5.3275 2021-02-03 14:58:00,684 - mmaction - INFO - Epoch [23][3280/3757] lr: 1.000e-02, eta: 1 day, 14:05:43, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.5609, top5_acc: 0.7812, loss_cls: 1.9189, loss: 1.9189, grad_norm: 5.0245 2021-02-03 14:58:10,062 - mmaction - INFO - Epoch [23][3300/3757] lr: 1.000e-02, eta: 1 day, 14:05:32, time: 0.468, data_time: 0.000, memory: 7140, top1_acc: 0.5422, top5_acc: 0.7836, loss_cls: 1.9241, loss: 1.9241, grad_norm: 5.1767 2021-02-03 14:58:19,571 - mmaction - INFO - Epoch [23][3320/3757] lr: 1.000e-02, eta: 1 day, 14:05:23, time: 0.476, data_time: 0.002, memory: 7140, top1_acc: 0.5359, top5_acc: 0.7812, loss_cls: 1.9802, loss: 1.9802, grad_norm: 5.1655 2021-02-03 14:58:28,945 - mmaction - INFO - Epoch [23][3340/3757] lr: 1.000e-02, eta: 1 day, 14:05:12, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5602, top5_acc: 0.7977, loss_cls: 1.8702, loss: 1.8702, grad_norm: 5.2281 2021-02-03 14:58:38,445 - mmaction - INFO - Epoch [23][3360/3757] lr: 1.000e-02, eta: 1 day, 14:05:03, time: 0.474, data_time: 0.000, memory: 7140, top1_acc: 0.5172, top5_acc: 0.7758, loss_cls: 1.9491, loss: 1.9491, grad_norm: 5.2468 2021-02-03 14:58:47,826 - mmaction - INFO - Epoch [23][3380/3757] lr: 1.000e-02, eta: 1 day, 14:04:52, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.5555, top5_acc: 0.7711, loss_cls: 1.9066, loss: 1.9066, grad_norm: 5.1519 2021-02-03 14:58:57,141 - mmaction - INFO - Epoch [23][3400/3757] lr: 1.000e-02, eta: 1 day, 14:04:41, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.5672, top5_acc: 0.8117, loss_cls: 1.7750, loss: 1.7750, grad_norm: 5.0872 2021-02-03 14:59:06,589 - mmaction - INFO - Epoch [23][3420/3757] lr: 1.000e-02, eta: 1 day, 14:04:31, time: 0.472, data_time: 0.002, memory: 7140, top1_acc: 0.5469, top5_acc: 0.7664, loss_cls: 1.9698, loss: 1.9698, grad_norm: 5.1786 2021-02-03 14:59:16,043 - mmaction - INFO - Epoch [23][3440/3757] lr: 1.000e-02, eta: 1 day, 14:04:21, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5664, top5_acc: 0.7812, loss_cls: 1.8913, loss: 1.8913, grad_norm: 5.1125 2021-02-03 14:59:25,503 - mmaction - INFO - Epoch [23][3460/3757] lr: 1.000e-02, eta: 1 day, 14:04:12, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5125, top5_acc: 0.7773, loss_cls: 1.9882, loss: 1.9882, grad_norm: 5.2641 2021-02-03 14:59:34,835 - mmaction - INFO - Epoch [23][3480/3757] lr: 1.000e-02, eta: 1 day, 14:04:00, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.5492, top5_acc: 0.7688, loss_cls: 1.9882, loss: 1.9882, grad_norm: 5.0357 2021-02-03 14:59:44,235 - mmaction - INFO - Epoch [23][3500/3757] lr: 1.000e-02, eta: 1 day, 14:03:50, time: 0.470, data_time: 0.000, memory: 7140, top1_acc: 0.5687, top5_acc: 0.7961, loss_cls: 1.8278, loss: 1.8278, grad_norm: 4.8536 2021-02-03 14:59:53,641 - mmaction - INFO - Epoch [23][3520/3757] lr: 1.000e-02, eta: 1 day, 14:03:39, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.5813, top5_acc: 0.7992, loss_cls: 1.8185, loss: 1.8185, grad_norm: 4.9163 2021-02-03 15:00:02,922 - mmaction - INFO - Epoch [23][3540/3757] lr: 1.000e-02, eta: 1 day, 14:03:27, time: 0.463, data_time: 0.000, memory: 7140, top1_acc: 0.5469, top5_acc: 0.7727, loss_cls: 1.9664, loss: 1.9664, grad_norm: 5.2947 2021-02-03 15:00:12,478 - mmaction - INFO - Epoch [23][3560/3757] lr: 1.000e-02, eta: 1 day, 14:03:19, time: 0.478, data_time: 0.001, memory: 7140, top1_acc: 0.5445, top5_acc: 0.7914, loss_cls: 1.8998, loss: 1.8998, grad_norm: 5.1373 2021-02-03 15:00:21,949 - mmaction - INFO - Epoch [23][3580/3757] lr: 1.000e-02, eta: 1 day, 14:03:09, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5367, top5_acc: 0.7750, loss_cls: 1.9251, loss: 1.9251, grad_norm: 5.2758 2021-02-03 15:00:31,511 - mmaction - INFO - Epoch [23][3600/3757] lr: 1.000e-02, eta: 1 day, 14:03:02, time: 0.479, data_time: 0.001, memory: 7140, top1_acc: 0.5328, top5_acc: 0.7609, loss_cls: 1.9590, loss: 1.9590, grad_norm: 5.3823 2021-02-03 15:00:40,994 - mmaction - INFO - Epoch [23][3620/3757] lr: 1.000e-02, eta: 1 day, 14:02:52, time: 0.473, data_time: 0.000, memory: 7140, top1_acc: 0.5453, top5_acc: 0.7789, loss_cls: 1.9377, loss: 1.9377, grad_norm: 5.2722 2021-02-03 15:00:50,427 - mmaction - INFO - Epoch [23][3640/3757] lr: 1.000e-02, eta: 1 day, 14:02:42, time: 0.473, data_time: 0.002, memory: 7140, top1_acc: 0.5383, top5_acc: 0.7758, loss_cls: 1.9275, loss: 1.9275, grad_norm: 5.2055 2021-02-03 15:00:59,916 - mmaction - INFO - Epoch [23][3660/3757] lr: 1.000e-02, eta: 1 day, 14:02:33, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5578, top5_acc: 0.7953, loss_cls: 1.8415, loss: 1.8415, grad_norm: 5.3911 2021-02-03 15:01:09,384 - mmaction - INFO - Epoch [23][3680/3757] lr: 1.000e-02, eta: 1 day, 14:02:24, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5516, top5_acc: 0.7844, loss_cls: 1.8784, loss: 1.8784, grad_norm: 5.1903 2021-02-03 15:01:18,859 - mmaction - INFO - Epoch [23][3700/3757] lr: 1.000e-02, eta: 1 day, 14:02:14, time: 0.473, data_time: 0.000, memory: 7140, top1_acc: 0.5461, top5_acc: 0.7625, loss_cls: 1.9677, loss: 1.9677, grad_norm: 5.1877 2021-02-03 15:01:28,302 - mmaction - INFO - Epoch [23][3720/3757] lr: 1.000e-02, eta: 1 day, 14:02:05, time: 0.473, data_time: 0.001, memory: 7140, top1_acc: 0.5445, top5_acc: 0.7844, loss_cls: 1.9362, loss: 1.9362, grad_norm: 5.1679 2021-02-03 15:01:37,794 - mmaction - INFO - Epoch [23][3740/3757] lr: 1.000e-02, eta: 1 day, 14:01:55, time: 0.474, data_time: 0.001, memory: 7140, top1_acc: 0.5289, top5_acc: 0.7578, loss_cls: 2.0220, loss: 2.0220, grad_norm: 5.1308 2021-02-04 19:11:08,505 - 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: TITAN Xp CUDA_HOME: /mnt/lustre/share/polaris/dep/cuda-9.0-cudnn7.6.5 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GCC: gcc (GCC) 5.4.0 PyTorch: 1.5.0 PyTorch compiling details: PyTorch built with: - GCC 5.4 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.1 Product Build 20200208 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 912ce228837d1ce28e1a61806118835de03f5751) - OpenMP 201307 (a.k.a. OpenMP 4.0) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_70,code=compute_70 - CuDNN 7.6.5 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DNDEBUG -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DUSE_INTERNAL_THREADPOOL_IMPL -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.6.0 OpenCV: 4.2.0 MMCV: 1.2.6 MMCV Compiler: GCC 5.4 MMCV CUDA Compiler: 9.0 MMAction2: 0.11.0+9ae0124 ------------------------------------------------------------ 2021-02-04 19:11:08,518 - mmaction - INFO - Distributed training: True 2021-02-04 19:11:08,518 - mmaction - INFO - Config: /mnt/lustre/huangbinkun/mmaction2/configs/_base_/models/tanet_r50.py # model settings model = dict( type='Recognizer2D', backbone=dict( type='TANet', pretrained='torchvision://resnet50', depth=50, num_segments=8, tam_cfg=dict()), 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)) train_cfg = None test_cfg = dict(average_clips='prob') /mnt/lustre/huangbinkun/mmaction2/configs/_base_/default_runtime.py checkpoint_config = dict(interval=1) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = None workflow = [('train', 1)] /mnt/lustre/huangbinkun/mmaction2/configs/recognition/tanet/tanet_r50_dense_1x1x8_100e_kinetics400_rgb.py _base_ = [ '../../_base_/models/tanet_r50.py', '../../_base_/default_runtime.py' ] # dataset settings dataset_type = 'RawframeDataset' data_root = 'data/kinetics400/rawframes_train' data_root_val = 'data/kinetics400/rawframes_val' ann_file_train = 'data/kinetics400/kinetics400_train_list_rawframes.txt' ann_file_val = 'data/kinetics400/kinetics400_val_list_rawframes.txt' ann_file_test = 'data/kinetics400/kinetics400_val_list_rawframes.txt' 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') img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ dict(type='DenseSampleFrames', clip_len=1, frame_interval=1, num_clips=8), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), 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', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='DenseSampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='DenseSampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), 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, test_dataloader=dict(videos_per_gpu=1), train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) evaluation = dict( interval=90, metrics=['top_k_accuracy', 'mean_class_accuracy']) # optimizer optimizer = dict( type='SGD', constructor='TSMOptimizerConstructor', paramwise_cfg=dict(fc_lr5=True), lr=0.01, # this lr is used for 8 gpus momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=20, norm_type=2)) # learning policy lr_config = dict(policy='step', step=[50, 75, 90]) total_epochs = 100 # runtime settings work_dir = './work_dirs/tanet_r50_dense_1x1x8_100e_kinetics400_rgb/' 2021-02-04 19:11:16,892 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.weight', 'fc.bias'} 2021-02-04 19:11:18,909 - mmaction - INFO - load checkpoint from work_dirs/tanet_r50_dense_1x1x8_100e_kinetics400_rgb/20210203_120202/epoch_22.pth 2021-02-04 19:11:20,076 - mmaction - INFO - resumed epoch 22, iter 82654 2021-02-04 19:11:20,078 - mmaction - INFO - Start running, host: huangbinkun@SH-IDC2-172-20-21-49, work_dir: /mnt/lustre/huangbinkun/mmaction2/work_dirs/tanet_r50_dense_1x1x8_100e_kinetics400_rgb/20210204_190002 2021-02-04 19:11:20,078 - mmaction - INFO - workflow: [('train', 1)], max: 100 epochs 2021-02-04 19:11:49,893 - mmaction - INFO - Epoch [23][20/3757] lr: 1.000e-02, eta: 5 days, 1:13:01, time: 1.489, data_time: 0.792, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7906, loss_cls: 1.8946, loss: 1.8946, grad_norm: 5.1300 2021-02-04 19:11:58,868 - mmaction - INFO - Epoch [23][40/3757] lr: 1.000e-02, eta: 3 days, 6:53:30, time: 0.449, data_time: 0.004, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7836, loss_cls: 1.8897, loss: 1.8897, grad_norm: 4.9194 2021-02-04 19:12:07,903 - mmaction - INFO - Epoch [23][60/3757] lr: 1.000e-02, eta: 2 days, 16:50:21, time: 0.451, data_time: 0.004, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8078, loss_cls: 1.7347, loss: 1.7347, grad_norm: 4.9282 2021-02-04 19:12:16,825 - mmaction - INFO - Epoch [23][80/3757] lr: 1.000e-02, eta: 2 days, 9:42:07, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7961, loss_cls: 1.8242, loss: 1.8242, grad_norm: 5.3250 2021-02-04 19:12:25,811 - mmaction - INFO - Epoch [23][100/3757] lr: 1.000e-02, eta: 2 days, 5:28:15, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7844, loss_cls: 1.8969, loss: 1.8969, grad_norm: 5.0763 2021-02-04 19:12:34,773 - mmaction - INFO - Epoch [23][120/3757] lr: 1.000e-02, eta: 2 days, 2:38:31, time: 0.449, data_time: 0.002, memory: 7141, top1_acc: 0.5352, top5_acc: 0.7906, loss_cls: 1.8971, loss: 1.8971, grad_norm: 5.0238 2021-02-04 19:12:43,699 - mmaction - INFO - Epoch [23][140/3757] lr: 1.000e-02, eta: 2 days, 0:35:07, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7719, loss_cls: 1.9030, loss: 1.9030, grad_norm: 5.1839 2021-02-04 19:12:52,616 - mmaction - INFO - Epoch [23][160/3757] lr: 1.000e-02, eta: 1 day, 23:02:43, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7969, loss_cls: 1.8740, loss: 1.8740, grad_norm: 5.2678 2021-02-04 19:13:01,655 - mmaction - INFO - Epoch [23][180/3757] lr: 1.000e-02, eta: 1 day, 21:53:50, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.7631, loss: 1.7631, grad_norm: 5.1809 2021-02-04 19:13:10,667 - mmaction - INFO - Epoch [23][200/3757] lr: 1.000e-02, eta: 1 day, 20:58:33, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9181, loss: 1.9181, grad_norm: 5.3604 2021-02-04 19:13:19,738 - mmaction - INFO - Epoch [23][220/3757] lr: 1.000e-02, eta: 1 day, 20:14:14, time: 0.453, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7891, loss_cls: 1.8823, loss: 1.8823, grad_norm: 5.1880 2021-02-04 19:13:28,742 - mmaction - INFO - Epoch [23][240/3757] lr: 1.000e-02, eta: 1 day, 19:36:00, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7961, loss_cls: 1.8283, loss: 1.8283, grad_norm: 5.0558 2021-02-04 19:13:37,666 - mmaction - INFO - Epoch [23][260/3757] lr: 1.000e-02, eta: 1 day, 19:01:59, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5359, top5_acc: 0.7875, loss_cls: 1.9488, loss: 1.9488, grad_norm: 5.2977 2021-02-04 19:13:46,656 - mmaction - INFO - Epoch [23][280/3757] lr: 1.000e-02, eta: 1 day, 18:34:06, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7867, loss_cls: 1.8942, loss: 1.8942, grad_norm: 5.0349 2021-02-04 19:13:55,662 - mmaction - INFO - Epoch [23][300/3757] lr: 1.000e-02, eta: 1 day, 18:09:59, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.8016, loss_cls: 1.8370, loss: 1.8370, grad_norm: 4.9791 2021-02-04 19:14:04,680 - mmaction - INFO - Epoch [23][320/3757] lr: 1.000e-02, eta: 1 day, 17:49:23, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7875, loss_cls: 1.8539, loss: 1.8539, grad_norm: 5.1413 2021-02-04 19:14:13,673 - mmaction - INFO - Epoch [23][340/3757] lr: 1.000e-02, eta: 1 day, 17:30:38, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7688, loss_cls: 1.9248, loss: 1.9248, grad_norm: 5.2216 2021-02-04 19:14:22,674 - mmaction - INFO - Epoch [23][360/3757] lr: 1.000e-02, eta: 1 day, 17:14:05, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7781, loss_cls: 1.9223, loss: 1.9223, grad_norm: 5.2963 2021-02-04 19:14:31,709 - mmaction - INFO - Epoch [23][380/3757] lr: 1.000e-02, eta: 1 day, 16:59:35, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5344, top5_acc: 0.7914, loss_cls: 1.9149, loss: 1.9149, grad_norm: 5.1886 2021-02-04 19:14:40,745 - mmaction - INFO - Epoch [23][400/3757] lr: 1.000e-02, eta: 1 day, 16:46:41, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.8504, loss: 1.8504, grad_norm: 5.2350 2021-02-04 19:14:49,739 - mmaction - INFO - Epoch [23][420/3757] lr: 1.000e-02, eta: 1 day, 16:34:28, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.8016, loss_cls: 1.8700, loss: 1.8700, grad_norm: 5.3156 2021-02-04 19:14:58,833 - mmaction - INFO - Epoch [23][440/3757] lr: 1.000e-02, eta: 1 day, 16:24:20, time: 0.454, data_time: 0.000, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7703, loss_cls: 1.9637, loss: 1.9637, grad_norm: 5.1595 2021-02-04 19:15:07,850 - mmaction - INFO - Epoch [23][460/3757] lr: 1.000e-02, eta: 1 day, 16:14:18, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.8008, loss_cls: 1.8736, loss: 1.8736, grad_norm: 5.2475 2021-02-04 19:15:16,865 - mmaction - INFO - Epoch [23][480/3757] lr: 1.000e-02, eta: 1 day, 16:05:17, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.7922, loss_cls: 1.7980, loss: 1.7980, grad_norm: 4.9688 2021-02-04 19:15:25,904 - mmaction - INFO - Epoch [23][500/3757] lr: 1.000e-02, eta: 1 day, 15:56:56, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7945, loss_cls: 1.8565, loss: 1.8565, grad_norm: 5.0933 2021-02-04 19:15:34,901 - mmaction - INFO - Epoch [23][520/3757] lr: 1.000e-02, eta: 1 day, 15:49:02, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7852, loss_cls: 1.8785, loss: 1.8785, grad_norm: 5.3190 2021-02-04 19:15:43,896 - mmaction - INFO - Epoch [23][540/3757] lr: 1.000e-02, eta: 1 day, 15:41:37, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7828, loss_cls: 1.8591, loss: 1.8591, grad_norm: 5.2007 2021-02-04 19:15:52,851 - mmaction - INFO - Epoch [23][560/3757] lr: 1.000e-02, eta: 1 day, 15:34:14, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7883, loss_cls: 1.8400, loss: 1.8400, grad_norm: 5.2736 2021-02-04 19:16:01,889 - mmaction - INFO - Epoch [23][580/3757] lr: 1.000e-02, eta: 1 day, 15:28:15, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7805, loss_cls: 1.9354, loss: 1.9354, grad_norm: 5.0879 2021-02-04 19:16:10,866 - mmaction - INFO - Epoch [23][600/3757] lr: 1.000e-02, eta: 1 day, 15:22:06, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7781, loss_cls: 1.8744, loss: 1.8744, grad_norm: 5.1049 2021-02-04 19:16:19,884 - mmaction - INFO - Epoch [23][620/3757] lr: 1.000e-02, eta: 1 day, 15:16:32, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7852, loss_cls: 1.9147, loss: 1.9147, grad_norm: 5.3606 2021-02-04 19:16:28,880 - mmaction - INFO - Epoch [23][640/3757] lr: 1.000e-02, eta: 1 day, 15:11:20, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7828, loss_cls: 1.8921, loss: 1.8921, grad_norm: 5.4172 2021-02-04 19:16:37,926 - mmaction - INFO - Epoch [23][660/3757] lr: 1.000e-02, eta: 1 day, 15:06:43, time: 0.452, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8141, loss_cls: 1.7885, loss: 1.7885, grad_norm: 5.1994 2021-02-04 19:16:46,928 - mmaction - INFO - Epoch [23][680/3757] lr: 1.000e-02, eta: 1 day, 15:02:03, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7867, loss_cls: 1.8228, loss: 1.8228, grad_norm: 5.2531 2021-02-04 19:16:55,923 - mmaction - INFO - Epoch [23][700/3757] lr: 1.000e-02, eta: 1 day, 14:57:34, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7922, loss_cls: 1.8431, loss: 1.8431, grad_norm: 5.2488 2021-02-04 19:17:04,989 - mmaction - INFO - Epoch [23][720/3757] lr: 1.000e-02, eta: 1 day, 14:53:50, time: 0.453, data_time: 0.000, memory: 7141, top1_acc: 0.5172, top5_acc: 0.7828, loss_cls: 1.9648, loss: 1.9648, grad_norm: 5.3205 2021-02-04 19:17:14,051 - mmaction - INFO - Epoch [23][740/3757] lr: 1.000e-02, eta: 1 day, 14:50:16, time: 0.453, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7742, loss_cls: 1.9359, loss: 1.9359, grad_norm: 5.1847 2021-02-04 19:17:23,037 - mmaction - INFO - Epoch [23][760/3757] lr: 1.000e-02, eta: 1 day, 14:46:24, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7828, loss_cls: 1.9190, loss: 1.9190, grad_norm: 5.2414 2021-02-04 19:17:32,014 - mmaction - INFO - Epoch [23][780/3757] lr: 1.000e-02, eta: 1 day, 14:42:36, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7805, loss_cls: 1.8922, loss: 1.8922, grad_norm: 5.0865 2021-02-04 19:17:41,000 - mmaction - INFO - Epoch [23][800/3757] lr: 1.000e-02, eta: 1 day, 14:39:05, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5305, top5_acc: 0.7555, loss_cls: 2.0358, loss: 2.0358, grad_norm: 5.2326 2021-02-04 19:17:49,987 - mmaction - INFO - Epoch [23][820/3757] lr: 1.000e-02, eta: 1 day, 14:35:47, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7719, loss_cls: 2.0117, loss: 2.0117, grad_norm: 5.4350 2021-02-04 19:17:58,991 - mmaction - INFO - Epoch [23][840/3757] lr: 1.000e-02, eta: 1 day, 14:32:42, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7680, loss_cls: 1.9515, loss: 1.9515, grad_norm: 5.0958 2021-02-04 19:18:07,966 - mmaction - INFO - Epoch [23][860/3757] lr: 1.000e-02, eta: 1 day, 14:29:35, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7812, loss_cls: 1.9325, loss: 1.9325, grad_norm: 5.1726 2021-02-04 19:18:16,957 - mmaction - INFO - Epoch [23][880/3757] lr: 1.000e-02, eta: 1 day, 14:26:37, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7992, loss_cls: 1.8225, loss: 1.8225, grad_norm: 5.2959 2021-02-04 19:18:25,936 - mmaction - INFO - Epoch [23][900/3757] lr: 1.000e-02, eta: 1 day, 14:23:51, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 2.0057, loss: 2.0057, grad_norm: 5.2207 2021-02-04 19:18:34,927 - mmaction - INFO - Epoch [23][920/3757] lr: 1.000e-02, eta: 1 day, 14:21:07, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7648, loss_cls: 1.9827, loss: 1.9827, grad_norm: 5.1654 2021-02-04 19:18:43,920 - mmaction - INFO - Epoch [23][940/3757] lr: 1.000e-02, eta: 1 day, 14:18:34, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7906, loss_cls: 1.8836, loss: 1.8836, grad_norm: 5.0598 2021-02-04 19:18:52,876 - mmaction - INFO - Epoch [23][960/3757] lr: 1.000e-02, eta: 1 day, 14:16:01, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.9629, loss: 1.9629, grad_norm: 5.0608 2021-02-04 19:19:01,871 - mmaction - INFO - Epoch [23][980/3757] lr: 1.000e-02, eta: 1 day, 14:13:41, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7750, loss_cls: 1.8599, loss: 1.8599, grad_norm: 5.0889 2021-02-04 19:19:10,821 - mmaction - INFO - Epoch [23][1000/3757] lr: 1.000e-02, eta: 1 day, 14:11:09, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7945, loss_cls: 1.8038, loss: 1.8038, grad_norm: 5.0210 2021-02-04 19:19:19,829 - mmaction - INFO - Epoch [23][1020/3757] lr: 1.000e-02, eta: 1 day, 14:09:08, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.8023, loss_cls: 1.8024, loss: 1.8024, grad_norm: 5.1678 2021-02-04 19:19:28,774 - mmaction - INFO - Epoch [23][1040/3757] lr: 1.000e-02, eta: 1 day, 14:06:47, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7703, loss_cls: 1.9770, loss: 1.9770, grad_norm: 5.3352 2021-02-04 19:19:37,797 - mmaction - INFO - Epoch [23][1060/3757] lr: 1.000e-02, eta: 1 day, 14:04:56, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7883, loss_cls: 1.8783, loss: 1.8783, grad_norm: 5.2278 2021-02-04 19:19:46,753 - mmaction - INFO - Epoch [23][1080/3757] lr: 1.000e-02, eta: 1 day, 14:02:49, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5203, top5_acc: 0.7469, loss_cls: 2.0030, loss: 2.0030, grad_norm: 5.2724 2021-02-04 19:19:55,755 - mmaction - INFO - Epoch [23][1100/3757] lr: 1.000e-02, eta: 1 day, 14:00:59, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7898, loss_cls: 1.8942, loss: 1.8942, grad_norm: 5.1710 2021-02-04 19:20:04,782 - mmaction - INFO - Epoch [23][1120/3757] lr: 1.000e-02, eta: 1 day, 13:59:18, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8055, loss_cls: 1.7875, loss: 1.7875, grad_norm: 5.1378 2021-02-04 19:20:13,733 - mmaction - INFO - Epoch [23][1140/3757] lr: 1.000e-02, eta: 1 day, 13:57:20, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7805, loss_cls: 1.8846, loss: 1.8846, grad_norm: 5.3405 2021-02-04 19:20:22,725 - mmaction - INFO - Epoch [23][1160/3757] lr: 1.000e-02, eta: 1 day, 13:55:37, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7914, loss_cls: 1.9012, loss: 1.9012, grad_norm: 5.1575 2021-02-04 19:20:31,688 - mmaction - INFO - Epoch [23][1180/3757] lr: 1.000e-02, eta: 1 day, 13:53:53, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7883, loss_cls: 1.8468, loss: 1.8468, grad_norm: 5.2660 2021-02-04 19:20:40,718 - mmaction - INFO - Epoch [23][1200/3757] lr: 1.000e-02, eta: 1 day, 13:52:26, time: 0.452, data_time: 0.000, memory: 7141, top1_acc: 0.5367, top5_acc: 0.7812, loss_cls: 1.9459, loss: 1.9459, grad_norm: 5.2457 2021-02-04 19:20:49,708 - mmaction - INFO - Epoch [23][1220/3757] lr: 1.000e-02, eta: 1 day, 13:50:49, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7797, loss_cls: 1.9281, loss: 1.9281, grad_norm: 5.3274 2021-02-04 19:20:58,650 - mmaction - INFO - Epoch [23][1240/3757] lr: 1.000e-02, eta: 1 day, 13:49:06, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5344, top5_acc: 0.7703, loss_cls: 1.9492, loss: 1.9492, grad_norm: 5.4042 2021-02-04 19:21:07,639 - mmaction - INFO - Epoch [23][1260/3757] lr: 1.000e-02, eta: 1 day, 13:47:40, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7867, loss_cls: 1.9012, loss: 1.9012, grad_norm: 5.2042 2021-02-04 19:21:16,613 - mmaction - INFO - Epoch [23][1280/3757] lr: 1.000e-02, eta: 1 day, 13:46:11, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7758, loss_cls: 1.9948, loss: 1.9948, grad_norm: 5.2956 2021-02-04 19:21:25,609 - mmaction - INFO - Epoch [23][1300/3757] lr: 1.000e-02, eta: 1 day, 13:44:46, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5289, top5_acc: 0.7781, loss_cls: 1.9792, loss: 1.9792, grad_norm: 5.2228 2021-02-04 19:21:34,611 - mmaction - INFO - Epoch [23][1320/3757] lr: 1.000e-02, eta: 1 day, 13:43:27, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7922, loss_cls: 1.8238, loss: 1.8238, grad_norm: 5.0772 2021-02-04 19:21:43,673 - mmaction - INFO - Epoch [23][1340/3757] lr: 1.000e-02, eta: 1 day, 13:42:26, time: 0.454, data_time: 0.002, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7734, loss_cls: 1.9328, loss: 1.9328, grad_norm: 5.2601 2021-02-04 19:21:52,652 - mmaction - INFO - Epoch [23][1360/3757] lr: 1.000e-02, eta: 1 day, 13:41:06, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7789, loss_cls: 1.9084, loss: 1.9084, grad_norm: 5.2431 2021-02-04 19:22:01,647 - mmaction - INFO - Epoch [23][1380/3757] lr: 1.000e-02, eta: 1 day, 13:39:50, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7867, loss_cls: 1.8463, loss: 1.8463, grad_norm: 5.1114 2021-02-04 19:22:10,641 - mmaction - INFO - Epoch [23][1400/3757] lr: 1.000e-02, eta: 1 day, 13:38:39, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7719, loss_cls: 1.9622, loss: 1.9622, grad_norm: 5.1530 2021-02-04 19:22:19,669 - mmaction - INFO - Epoch [23][1420/3757] lr: 1.000e-02, eta: 1 day, 13:37:36, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7820, loss_cls: 1.8633, loss: 1.8633, grad_norm: 5.1859 2021-02-04 19:22:28,716 - mmaction - INFO - Epoch [23][1440/3757] lr: 1.000e-02, eta: 1 day, 13:36:37, time: 0.452, data_time: 0.000, memory: 7141, top1_acc: 0.5352, top5_acc: 0.7727, loss_cls: 1.9688, loss: 1.9688, grad_norm: 5.1668 2021-02-04 19:22:37,676 - mmaction - INFO - Epoch [23][1460/3757] lr: 1.000e-02, eta: 1 day, 13:35:23, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7914, loss_cls: 1.8787, loss: 1.8787, grad_norm: 5.1365 2021-02-04 19:22:46,667 - mmaction - INFO - Epoch [23][1480/3757] lr: 1.000e-02, eta: 1 day, 13:34:15, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7812, loss_cls: 1.8909, loss: 1.8909, grad_norm: 5.0558 2021-02-04 19:22:55,634 - mmaction - INFO - Epoch [23][1500/3757] lr: 1.000e-02, eta: 1 day, 13:33:06, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7961, loss_cls: 1.8253, loss: 1.8253, grad_norm: 5.2325 2021-02-04 19:23:04,617 - mmaction - INFO - Epoch [23][1520/3757] lr: 1.000e-02, eta: 1 day, 13:31:59, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7727, loss_cls: 1.9445, loss: 1.9445, grad_norm: 5.3232 2021-02-04 19:23:13,694 - mmaction - INFO - Epoch [23][1540/3757] lr: 1.000e-02, eta: 1 day, 13:31:13, time: 0.454, data_time: 0.001, memory: 7141, top1_acc: 0.5242, top5_acc: 0.7586, loss_cls: 2.0035, loss: 2.0035, grad_norm: 5.2111 2021-02-04 19:23:22,713 - mmaction - INFO - Epoch [23][1560/3757] lr: 1.000e-02, eta: 1 day, 13:30:17, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7875, loss_cls: 1.8927, loss: 1.8927, grad_norm: 5.1996 2021-02-04 19:23:31,705 - mmaction - INFO - Epoch [23][1580/3757] lr: 1.000e-02, eta: 1 day, 13:29:21, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7734, loss_cls: 1.9217, loss: 1.9217, grad_norm: 5.2556 2021-02-04 19:23:40,691 - mmaction - INFO - Epoch [23][1600/3757] lr: 1.000e-02, eta: 1 day, 13:28:21, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7891, loss_cls: 1.8839, loss: 1.8839, grad_norm: 5.3846 2021-02-04 19:23:49,769 - mmaction - INFO - Epoch [23][1620/3757] lr: 1.000e-02, eta: 1 day, 13:27:39, time: 0.454, data_time: 0.000, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7703, loss_cls: 1.9441, loss: 1.9441, grad_norm: 5.1479 2021-02-04 19:23:58,712 - mmaction - INFO - Epoch [23][1640/3757] lr: 1.000e-02, eta: 1 day, 13:26:34, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7844, loss_cls: 1.8737, loss: 1.8737, grad_norm: 5.0893 2021-02-04 19:24:07,673 - mmaction - INFO - Epoch [23][1660/3757] lr: 1.000e-02, eta: 1 day, 13:25:35, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.8039, loss_cls: 1.7761, loss: 1.7761, grad_norm: 5.1348 2021-02-04 19:24:16,672 - mmaction - INFO - Epoch [23][1680/3757] lr: 1.000e-02, eta: 1 day, 13:24:42, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7805, loss_cls: 1.9477, loss: 1.9477, grad_norm: 5.2977 2021-02-04 19:24:25,737 - mmaction - INFO - Epoch [23][1700/3757] lr: 1.000e-02, eta: 1 day, 13:24:02, time: 0.453, data_time: 0.000, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7797, loss_cls: 1.8903, loss: 1.8903, grad_norm: 5.0732 2021-02-04 19:24:34,701 - mmaction - INFO - Epoch [23][1720/3757] lr: 1.000e-02, eta: 1 day, 13:23:06, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7953, loss_cls: 1.8619, loss: 1.8619, grad_norm: 5.1122 2021-02-04 19:24:43,675 - mmaction - INFO - Epoch [23][1740/3757] lr: 1.000e-02, eta: 1 day, 13:22:12, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7711, loss_cls: 1.9375, loss: 1.9375, grad_norm: 5.2015 2021-02-04 19:24:52,738 - mmaction - INFO - Epoch [23][1760/3757] lr: 1.000e-02, eta: 1 day, 13:21:32, time: 0.453, data_time: 0.000, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7633, loss_cls: 2.0148, loss: 2.0148, grad_norm: 5.2707 2021-02-04 19:25:01,811 - mmaction - INFO - Epoch [23][1780/3757] lr: 1.000e-02, eta: 1 day, 13:20:56, time: 0.454, data_time: 0.001, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7766, loss_cls: 1.9633, loss: 1.9633, grad_norm: 5.0620 2021-02-04 19:25:10,838 - mmaction - INFO - Epoch [23][1800/3757] lr: 1.000e-02, eta: 1 day, 13:20:16, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7773, loss_cls: 1.8853, loss: 1.8853, grad_norm: 4.9479 2021-02-04 19:25:19,834 - mmaction - INFO - Epoch [23][1820/3757] lr: 1.000e-02, eta: 1 day, 13:19:27, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7828, loss_cls: 1.9323, loss: 1.9323, grad_norm: 5.1674 2021-02-04 19:25:28,857 - mmaction - INFO - Epoch [23][1840/3757] lr: 1.000e-02, eta: 1 day, 13:18:47, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7750, loss_cls: 1.9535, loss: 1.9535, grad_norm: 5.4198 2021-02-04 19:25:37,852 - mmaction - INFO - Epoch [23][1860/3757] lr: 1.000e-02, eta: 1 day, 13:18:02, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9680, loss: 1.9680, grad_norm: 5.2784 2021-02-04 19:25:46,782 - mmaction - INFO - Epoch [23][1880/3757] lr: 1.000e-02, eta: 1 day, 13:17:07, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.8008, loss_cls: 1.9066, loss: 1.9066, grad_norm: 5.0655 2021-02-04 19:25:55,793 - mmaction - INFO - Epoch [23][1900/3757] lr: 1.000e-02, eta: 1 day, 13:16:24, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7961, loss_cls: 1.8223, loss: 1.8223, grad_norm: 5.1253 2021-02-04 19:26:04,774 - mmaction - INFO - Epoch [23][1920/3757] lr: 1.000e-02, eta: 1 day, 13:15:39, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7867, loss_cls: 1.9161, loss: 1.9161, grad_norm: 5.3028 2021-02-04 19:26:13,775 - mmaction - INFO - Epoch [23][1940/3757] lr: 1.000e-02, eta: 1 day, 13:14:58, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.9590, loss: 1.9590, grad_norm: 5.0917 2021-02-04 19:26:22,830 - mmaction - INFO - Epoch [23][1960/3757] lr: 1.000e-02, eta: 1 day, 13:14:27, time: 0.453, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7656, loss_cls: 1.9132, loss: 1.9132, grad_norm: 5.1636 2021-02-04 19:26:31,871 - mmaction - INFO - Epoch [23][1980/3757] lr: 1.000e-02, eta: 1 day, 13:13:51, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7742, loss_cls: 1.9340, loss: 1.9340, grad_norm: 5.3385 2021-02-04 19:26:40,921 - mmaction - INFO - Epoch [23][2000/3757] lr: 1.000e-02, eta: 1 day, 13:13:20, time: 0.453, data_time: 0.001, memory: 7141, top1_acc: 0.5344, top5_acc: 0.7742, loss_cls: 1.9528, loss: 1.9528, grad_norm: 5.2818 2021-02-04 19:26:49,945 - mmaction - INFO - Epoch [23][2020/3757] lr: 1.000e-02, eta: 1 day, 13:12:44, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7719, loss_cls: 1.9364, loss: 1.9364, grad_norm: 5.2489 2021-02-04 19:26:59,002 - mmaction - INFO - Epoch [23][2040/3757] lr: 1.000e-02, eta: 1 day, 13:12:12, time: 0.452, data_time: 0.004, memory: 7141, top1_acc: 0.5359, top5_acc: 0.7727, loss_cls: 2.0010, loss: 2.0010, grad_norm: 5.3305 2021-02-04 19:27:07,982 - mmaction - INFO - Epoch [23][2060/3757] lr: 1.000e-02, eta: 1 day, 13:11:32, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5258, top5_acc: 0.7609, loss_cls: 2.0428, loss: 2.0428, grad_norm: 5.2118 2021-02-04 19:27:17,130 - mmaction - INFO - Epoch [23][2080/3757] lr: 1.000e-02, eta: 1 day, 13:11:16, time: 0.458, data_time: 0.007, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8055, loss_cls: 1.7848, loss: 1.7848, grad_norm: 5.1001 2021-02-04 19:27:26,137 - mmaction - INFO - Epoch [23][2100/3757] lr: 1.000e-02, eta: 1 day, 13:10:40, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7797, loss_cls: 1.9317, loss: 1.9317, grad_norm: 5.3059 2021-02-04 19:27:35,134 - mmaction - INFO - Epoch [23][2120/3757] lr: 1.000e-02, eta: 1 day, 13:10:02, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7805, loss_cls: 1.9148, loss: 1.9148, grad_norm: 5.1215 2021-02-04 19:27:44,117 - mmaction - INFO - Epoch [23][2140/3757] lr: 1.000e-02, eta: 1 day, 13:09:24, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7875, loss_cls: 1.8872, loss: 1.8872, grad_norm: 5.0518 2021-02-04 19:27:53,109 - mmaction - INFO - Epoch [23][2160/3757] lr: 1.000e-02, eta: 1 day, 13:08:47, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7562, loss_cls: 1.9705, loss: 1.9705, grad_norm: 5.1680 2021-02-04 19:28:02,151 - mmaction - INFO - Epoch [23][2180/3757] lr: 1.000e-02, eta: 1 day, 13:08:18, time: 0.452, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7727, loss_cls: 1.8891, loss: 1.8891, grad_norm: 5.0216 2021-02-04 19:28:11,162 - mmaction - INFO - Epoch [23][2200/3757] lr: 1.000e-02, eta: 1 day, 13:07:44, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 1.9314, loss: 1.9314, grad_norm: 5.1066 2021-02-04 19:28:20,183 - mmaction - INFO - Epoch [23][2220/3757] lr: 1.000e-02, eta: 1 day, 13:07:13, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5250, top5_acc: 0.7852, loss_cls: 1.9461, loss: 1.9461, grad_norm: 5.3559 2021-02-04 19:28:29,175 - mmaction - INFO - Epoch [23][2240/3757] lr: 1.000e-02, eta: 1 day, 13:06:38, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5367, top5_acc: 0.7727, loss_cls: 1.9614, loss: 1.9614, grad_norm: 5.1993 2021-02-04 19:28:38,199 - mmaction - INFO - Epoch [23][2260/3757] lr: 1.000e-02, eta: 1 day, 13:06:06, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5234, top5_acc: 0.7711, loss_cls: 1.9745, loss: 1.9745, grad_norm: 5.2963 2021-02-04 19:28:47,209 - mmaction - INFO - Epoch [23][2280/3757] lr: 1.000e-02, eta: 1 day, 13:05:36, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7805, loss_cls: 1.8922, loss: 1.8922, grad_norm: 5.1786 2021-02-04 19:28:56,239 - mmaction - INFO - Epoch [23][2300/3757] lr: 1.000e-02, eta: 1 day, 13:05:05, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7805, loss_cls: 1.8914, loss: 1.8914, grad_norm: 5.4137 2021-02-04 19:29:05,269 - mmaction - INFO - Epoch [23][2320/3757] lr: 1.000e-02, eta: 1 day, 13:04:37, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7812, loss_cls: 1.9006, loss: 1.9006, grad_norm: 5.2507 2021-02-04 19:29:14,262 - mmaction - INFO - Epoch [23][2340/3757] lr: 1.000e-02, eta: 1 day, 13:04:06, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7672, loss_cls: 1.9734, loss: 1.9734, grad_norm: 5.2917 2021-02-04 19:29:23,224 - mmaction - INFO - Epoch [23][2360/3757] lr: 1.000e-02, eta: 1 day, 13:03:30, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7797, loss_cls: 1.8745, loss: 1.8745, grad_norm: 5.1028 2021-02-04 19:29:32,195 - mmaction - INFO - Epoch [23][2380/3757] lr: 1.000e-02, eta: 1 day, 13:02:55, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5367, top5_acc: 0.7766, loss_cls: 1.9272, loss: 1.9272, grad_norm: 5.2084 2021-02-04 19:29:41,243 - mmaction - INFO - Epoch [23][2400/3757] lr: 1.000e-02, eta: 1 day, 13:02:30, time: 0.452, data_time: 0.000, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7914, loss_cls: 1.8892, loss: 1.8892, grad_norm: 5.0731 2021-02-04 19:29:50,257 - mmaction - INFO - Epoch [23][2420/3757] lr: 1.000e-02, eta: 1 day, 13:02:02, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7734, loss_cls: 1.9108, loss: 1.9108, grad_norm: 4.9535 2021-02-04 19:29:59,265 - mmaction - INFO - Epoch [23][2440/3757] lr: 1.000e-02, eta: 1 day, 13:01:31, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8000, loss_cls: 1.7704, loss: 1.7704, grad_norm: 4.9145 2021-02-04 19:30:08,252 - mmaction - INFO - Epoch [23][2460/3757] lr: 1.000e-02, eta: 1 day, 13:01:00, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7789, loss_cls: 1.9144, loss: 1.9144, grad_norm: 5.3227 2021-02-04 19:30:17,205 - mmaction - INFO - Epoch [23][2480/3757] lr: 1.000e-02, eta: 1 day, 13:00:26, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5328, top5_acc: 0.7773, loss_cls: 1.9595, loss: 1.9595, grad_norm: 5.2406 2021-02-04 19:30:26,186 - mmaction - INFO - Epoch [23][2500/3757] lr: 1.000e-02, eta: 1 day, 12:59:55, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5164, top5_acc: 0.7602, loss_cls: 2.0108, loss: 2.0108, grad_norm: 5.3725 2021-02-04 19:30:35,181 - mmaction - INFO - Epoch [23][2520/3757] lr: 1.000e-02, eta: 1 day, 12:59:26, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7797, loss_cls: 1.9437, loss: 1.9437, grad_norm: 5.1841 2021-02-04 19:30:44,386 - mmaction - INFO - Epoch [23][2540/3757] lr: 1.000e-02, eta: 1 day, 12:59:21, time: 0.460, data_time: 0.000, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7523, loss_cls: 1.9958, loss: 1.9958, grad_norm: 5.0174 2021-02-04 19:30:53,368 - mmaction - INFO - Epoch [23][2560/3757] lr: 1.000e-02, eta: 1 day, 12:58:51, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5109, top5_acc: 0.7789, loss_cls: 1.9694, loss: 1.9694, grad_norm: 5.1419 2021-02-04 19:31:02,395 - mmaction - INFO - Epoch [23][2580/3757] lr: 1.000e-02, eta: 1 day, 12:58:26, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7773, loss_cls: 1.9385, loss: 1.9385, grad_norm: 5.2440 2021-02-04 19:31:11,390 - mmaction - INFO - Epoch [23][2600/3757] lr: 1.000e-02, eta: 1 day, 12:57:57, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5344, top5_acc: 0.7812, loss_cls: 1.9258, loss: 1.9258, grad_norm: 5.2644 2021-02-04 19:31:20,370 - mmaction - INFO - Epoch [23][2620/3757] lr: 1.000e-02, eta: 1 day, 12:57:28, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7758, loss_cls: 1.9762, loss: 1.9762, grad_norm: 5.1351 2021-02-04 19:31:29,379 - mmaction - INFO - Epoch [23][2640/3757] lr: 1.000e-02, eta: 1 day, 12:57:02, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7828, loss_cls: 1.8905, loss: 1.8905, grad_norm: 5.0030 2021-02-04 19:31:38,399 - mmaction - INFO - Epoch [23][2660/3757] lr: 1.000e-02, eta: 1 day, 12:56:38, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7727, loss_cls: 1.9361, loss: 1.9361, grad_norm: 5.0603 2021-02-04 19:31:47,385 - mmaction - INFO - Epoch [23][2680/3757] lr: 1.000e-02, eta: 1 day, 12:56:09, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7906, loss_cls: 1.8803, loss: 1.8803, grad_norm: 4.8443 2021-02-04 19:31:56,385 - mmaction - INFO - Epoch [23][2700/3757] lr: 1.000e-02, eta: 1 day, 12:55:43, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7828, loss_cls: 1.8868, loss: 1.8868, grad_norm: 5.1868 2021-02-04 19:32:05,373 - mmaction - INFO - Epoch [23][2720/3757] lr: 1.000e-02, eta: 1 day, 12:55:16, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7781, loss_cls: 1.9333, loss: 1.9333, grad_norm: 5.1833 2021-02-04 19:32:14,369 - mmaction - INFO - Epoch [23][2740/3757] lr: 1.000e-02, eta: 1 day, 12:54:50, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7805, loss_cls: 1.9431, loss: 1.9431, grad_norm: 5.1558 2021-02-04 19:32:23,387 - mmaction - INFO - Epoch [23][2760/3757] lr: 1.000e-02, eta: 1 day, 12:54:26, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7758, loss_cls: 1.9400, loss: 1.9400, grad_norm: 5.2407 2021-02-04 19:32:32,485 - mmaction - INFO - Epoch [23][2780/3757] lr: 1.000e-02, eta: 1 day, 12:54:11, time: 0.455, data_time: 0.003, memory: 7141, top1_acc: 0.5258, top5_acc: 0.7852, loss_cls: 1.9195, loss: 1.9195, grad_norm: 5.3413 2021-02-04 19:32:41,419 - mmaction - INFO - Epoch [23][2800/3757] lr: 1.000e-02, eta: 1 day, 12:53:38, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5352, top5_acc: 0.7820, loss_cls: 1.9382, loss: 1.9382, grad_norm: 5.2543 2021-02-04 19:32:50,440 - mmaction - INFO - Epoch [23][2820/3757] lr: 1.000e-02, eta: 1 day, 12:53:15, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7758, loss_cls: 1.9361, loss: 1.9361, grad_norm: 5.2254 2021-02-04 19:32:59,492 - mmaction - INFO - Epoch [23][2840/3757] lr: 1.000e-02, eta: 1 day, 12:52:56, time: 0.453, data_time: 0.001, memory: 7141, top1_acc: 0.5344, top5_acc: 0.7711, loss_cls: 1.9824, loss: 1.9824, grad_norm: 5.2653 2021-02-04 19:33:08,515 - mmaction - INFO - Epoch [23][2860/3757] lr: 1.000e-02, eta: 1 day, 12:52:34, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5227, top5_acc: 0.7664, loss_cls: 2.0076, loss: 2.0076, grad_norm: 5.3400 2021-02-04 19:33:17,547 - mmaction - INFO - Epoch [23][2880/3757] lr: 1.000e-02, eta: 1 day, 12:52:14, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7742, loss_cls: 1.9655, loss: 1.9655, grad_norm: 5.1842 2021-02-04 19:33:26,494 - mmaction - INFO - Epoch [23][2900/3757] lr: 1.000e-02, eta: 1 day, 12:51:45, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5227, top5_acc: 0.7555, loss_cls: 2.0522, loss: 2.0522, grad_norm: 5.2851 2021-02-04 19:33:35,484 - mmaction - INFO - Epoch [23][2920/3757] lr: 1.000e-02, eta: 1 day, 12:51:19, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7844, loss_cls: 1.8713, loss: 1.8713, grad_norm: 5.0804 2021-02-04 19:33:44,468 - mmaction - INFO - Epoch [23][2940/3757] lr: 1.000e-02, eta: 1 day, 12:50:55, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7648, loss_cls: 1.9461, loss: 1.9461, grad_norm: 5.1616 2021-02-04 19:33:53,556 - mmaction - INFO - Epoch [23][2960/3757] lr: 1.000e-02, eta: 1 day, 12:50:40, time: 0.454, data_time: 0.002, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7648, loss_cls: 1.9344, loss: 1.9344, grad_norm: 5.2384 2021-02-04 19:34:02,563 - mmaction - INFO - Epoch [23][2980/3757] lr: 1.000e-02, eta: 1 day, 12:50:17, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7773, loss_cls: 1.9796, loss: 1.9796, grad_norm: 5.0750 2021-02-04 19:34:11,635 - mmaction - INFO - Epoch [23][3000/3757] lr: 1.000e-02, eta: 1 day, 12:50:01, time: 0.453, data_time: 0.001, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 1.9563, loss: 1.9563, grad_norm: 5.3135 2021-02-04 19:34:20,665 - mmaction - INFO - Epoch [23][3020/3757] lr: 1.000e-02, eta: 1 day, 12:49:40, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5266, top5_acc: 0.7594, loss_cls: 2.0610, loss: 2.0610, grad_norm: 5.3742 2021-02-04 19:34:29,630 - mmaction - INFO - Epoch [23][3040/3757] lr: 1.000e-02, eta: 1 day, 12:49:14, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7828, loss_cls: 1.9091, loss: 1.9091, grad_norm: 4.9347 2021-02-04 19:34:38,596 - mmaction - INFO - Epoch [23][3060/3757] lr: 1.000e-02, eta: 1 day, 12:48:48, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7695, loss_cls: 1.9566, loss: 1.9566, grad_norm: 5.3410 2021-02-04 19:34:47,614 - mmaction - INFO - Epoch [23][3080/3757] lr: 1.000e-02, eta: 1 day, 12:48:29, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7883, loss_cls: 1.8719, loss: 1.8719, grad_norm: 5.0703 2021-02-04 19:34:56,640 - mmaction - INFO - Epoch [23][3100/3757] lr: 1.000e-02, eta: 1 day, 12:48:08, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5141, top5_acc: 0.7594, loss_cls: 2.0604, loss: 2.0604, grad_norm: 5.4440 2021-02-04 19:35:05,630 - mmaction - INFO - Epoch [23][3120/3757] lr: 1.000e-02, eta: 1 day, 12:47:46, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7836, loss_cls: 1.8642, loss: 1.8642, grad_norm: 4.9633 2021-02-04 19:35:14,631 - mmaction - INFO - Epoch [23][3140/3757] lr: 1.000e-02, eta: 1 day, 12:47:24, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7781, loss_cls: 1.8864, loss: 1.8864, grad_norm: 5.0186 2021-02-04 19:35:23,606 - mmaction - INFO - Epoch [23][3160/3757] lr: 1.000e-02, eta: 1 day, 12:47:00, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5320, top5_acc: 0.7781, loss_cls: 1.9569, loss: 1.9569, grad_norm: 5.2615 2021-02-04 19:35:32,584 - mmaction - INFO - Epoch [23][3180/3757] lr: 1.000e-02, eta: 1 day, 12:46:37, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5375, top5_acc: 0.7742, loss_cls: 1.9366, loss: 1.9366, grad_norm: 5.0335 2021-02-04 19:35:41,624 - mmaction - INFO - Epoch [23][3200/3757] lr: 1.000e-02, eta: 1 day, 12:46:19, time: 0.452, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7680, loss_cls: 1.9381, loss: 1.9381, grad_norm: 5.2344 2021-02-04 19:35:50,597 - mmaction - INFO - Epoch [23][3220/3757] lr: 1.000e-02, eta: 1 day, 12:45:54, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5156, top5_acc: 0.7758, loss_cls: 1.9920, loss: 1.9920, grad_norm: 5.3441 2021-02-04 19:35:59,651 - mmaction - INFO - Epoch [23][3240/3757] lr: 1.000e-02, eta: 1 day, 12:45:39, time: 0.453, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7961, loss_cls: 1.8514, loss: 1.8514, grad_norm: 5.1237 2021-02-04 19:36:08,691 - mmaction - INFO - Epoch [23][3260/3757] lr: 1.000e-02, eta: 1 day, 12:45:21, time: 0.452, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7766, loss_cls: 1.9200, loss: 1.9200, grad_norm: 5.3215 2021-02-04 19:36:17,634 - mmaction - INFO - Epoch [23][3280/3757] lr: 1.000e-02, eta: 1 day, 12:44:56, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7773, loss_cls: 1.9706, loss: 1.9706, grad_norm: 5.0679 2021-02-04 19:36:26,637 - mmaction - INFO - Epoch [23][3300/3757] lr: 1.000e-02, eta: 1 day, 12:44:35, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7852, loss_cls: 1.8554, loss: 1.8554, grad_norm: 5.0394 2021-02-04 19:36:35,681 - mmaction - INFO - Epoch [23][3320/3757] lr: 1.000e-02, eta: 1 day, 12:44:19, time: 0.452, data_time: 0.000, memory: 7141, top1_acc: 0.5367, top5_acc: 0.7641, loss_cls: 2.0343, loss: 2.0343, grad_norm: 5.1692 2021-02-04 19:36:44,753 - mmaction - INFO - Epoch [23][3340/3757] lr: 1.000e-02, eta: 1 day, 12:44:03, time: 0.453, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7891, loss_cls: 1.9083, loss: 1.9083, grad_norm: 5.2086 2021-02-04 19:36:53,733 - mmaction - INFO - Epoch [23][3360/3757] lr: 1.000e-02, eta: 1 day, 12:43:43, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.8568, loss: 1.8568, grad_norm: 5.0313 2021-02-04 19:37:02,700 - mmaction - INFO - Epoch [23][3380/3757] lr: 1.000e-02, eta: 1 day, 12:43:20, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7781, loss_cls: 1.9486, loss: 1.9486, grad_norm: 5.0578 2021-02-04 19:37:11,757 - mmaction - INFO - Epoch [23][3400/3757] lr: 1.000e-02, eta: 1 day, 12:43:03, time: 0.452, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7992, loss_cls: 1.8475, loss: 1.8475, grad_norm: 5.1100 2021-02-04 19:37:20,691 - mmaction - INFO - Epoch [23][3420/3757] lr: 1.000e-02, eta: 1 day, 12:42:39, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5344, top5_acc: 0.7680, loss_cls: 1.9820, loss: 1.9820, grad_norm: 5.1917 2021-02-04 19:37:29,710 - mmaction - INFO - Epoch [23][3440/3757] lr: 1.000e-02, eta: 1 day, 12:42:20, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7742, loss_cls: 1.9661, loss: 1.9661, grad_norm: 5.3320 2021-02-04 19:37:38,700 - mmaction - INFO - Epoch [23][3460/3757] lr: 1.000e-02, eta: 1 day, 12:42:00, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7797, loss_cls: 1.9213, loss: 1.9213, grad_norm: 5.0936 2021-02-04 19:37:47,654 - mmaction - INFO - Epoch [23][3480/3757] lr: 1.000e-02, eta: 1 day, 12:41:37, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7641, loss_cls: 2.0211, loss: 2.0211, grad_norm: 5.0525 2021-02-04 19:37:56,662 - mmaction - INFO - Epoch [23][3500/3757] lr: 1.000e-02, eta: 1 day, 12:41:17, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7828, loss_cls: 1.9127, loss: 1.9127, grad_norm: 4.9907 2021-02-04 19:38:05,660 - mmaction - INFO - Epoch [23][3520/3757] lr: 1.000e-02, eta: 1 day, 12:40:59, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.8532, loss: 1.8532, grad_norm: 4.8449 2021-02-04 19:38:14,736 - mmaction - INFO - Epoch [23][3540/3757] lr: 1.000e-02, eta: 1 day, 12:40:46, time: 0.454, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7742, loss_cls: 1.9249, loss: 1.9249, grad_norm: 4.9859 2021-02-04 19:38:23,668 - mmaction - INFO - Epoch [23][3560/3757] lr: 1.000e-02, eta: 1 day, 12:40:21, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7937, loss_cls: 1.8754, loss: 1.8754, grad_norm: 5.1406 2021-02-04 19:38:32,659 - mmaction - INFO - Epoch [23][3580/3757] lr: 1.000e-02, eta: 1 day, 12:40:01, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5328, top5_acc: 0.7672, loss_cls: 1.9718, loss: 1.9718, grad_norm: 5.3749 2021-02-04 19:38:41,627 - mmaction - INFO - Epoch [23][3600/3757] lr: 1.000e-02, eta: 1 day, 12:39:40, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 1.9357, loss: 1.9357, grad_norm: 5.2759 2021-02-04 19:38:50,704 - mmaction - INFO - Epoch [23][3620/3757] lr: 1.000e-02, eta: 1 day, 12:39:28, time: 0.454, data_time: 0.000, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7750, loss_cls: 1.8894, loss: 1.8894, grad_norm: 5.0808 2021-02-04 19:38:59,725 - mmaction - INFO - Epoch [23][3640/3757] lr: 1.000e-02, eta: 1 day, 12:39:10, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7758, loss_cls: 1.9122, loss: 1.9122, grad_norm: 5.1124 2021-02-04 19:39:08,755 - mmaction - INFO - Epoch [23][3660/3757] lr: 1.000e-02, eta: 1 day, 12:38:55, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7937, loss_cls: 1.8565, loss: 1.8565, grad_norm: 5.1153 2021-02-04 19:39:17,717 - mmaction - INFO - Epoch [23][3680/3757] lr: 1.000e-02, eta: 1 day, 12:38:33, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7672, loss_cls: 1.9583, loss: 1.9583, grad_norm: 5.1648 2021-02-04 19:39:26,661 - mmaction - INFO - Epoch [23][3700/3757] lr: 1.000e-02, eta: 1 day, 12:38:10, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7727, loss_cls: 1.9683, loss: 1.9683, grad_norm: 5.1599 2021-02-04 19:39:35,636 - mmaction - INFO - Epoch [23][3720/3757] lr: 1.000e-02, eta: 1 day, 12:37:50, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7719, loss_cls: 1.9169, loss: 1.9169, grad_norm: 5.0190 2021-02-04 19:39:44,628 - mmaction - INFO - Epoch [23][3740/3757] lr: 1.000e-02, eta: 1 day, 12:37:31, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5258, top5_acc: 0.7523, loss_cls: 2.0356, loss: 2.0356, grad_norm: 5.0238 2021-02-04 19:40:01,299 - mmaction - INFO - Saving checkpoint at 23 epochs 2021-02-04 19:41:03,847 - mmaction - INFO - Epoch [24][20/3757] lr: 1.000e-02, eta: 1 day, 13:34:18, time: 3.079, data_time: 2.637, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.8142, loss: 1.8142, grad_norm: 5.1192 2021-02-04 19:41:12,734 - mmaction - INFO - Epoch [24][40/3757] lr: 1.000e-02, eta: 1 day, 13:33:34, time: 0.444, data_time: 0.004, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7789, loss_cls: 1.8488, loss: 1.8488, grad_norm: 5.2304 2021-02-04 19:41:21,606 - mmaction - INFO - Epoch [24][60/3757] lr: 1.000e-02, eta: 1 day, 13:32:49, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.8258, loss: 1.8258, grad_norm: 5.2977 2021-02-04 19:41:30,437 - mmaction - INFO - Epoch [24][80/3757] lr: 1.000e-02, eta: 1 day, 13:32:01, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7742, loss_cls: 1.8845, loss: 1.8845, grad_norm: 5.3550 2021-02-04 19:41:39,240 - mmaction - INFO - Epoch [24][100/3757] lr: 1.000e-02, eta: 1 day, 13:31:11, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7812, loss_cls: 1.9200, loss: 1.9200, grad_norm: 5.2586 2021-02-04 19:41:48,064 - mmaction - INFO - Epoch [24][120/3757] lr: 1.000e-02, eta: 1 day, 13:30:22, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7836, loss_cls: 1.8314, loss: 1.8314, grad_norm: 5.4168 2021-02-04 19:41:56,982 - mmaction - INFO - Epoch [24][140/3757] lr: 1.000e-02, eta: 1 day, 13:29:42, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7859, loss_cls: 1.8203, loss: 1.8203, grad_norm: 5.1941 2021-02-04 19:42:05,797 - mmaction - INFO - Epoch [24][160/3757] lr: 1.000e-02, eta: 1 day, 13:28:55, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7922, loss_cls: 1.8919, loss: 1.8919, grad_norm: 5.1693 2021-02-04 19:42:14,699 - mmaction - INFO - Epoch [24][180/3757] lr: 1.000e-02, eta: 1 day, 13:28:13, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7883, loss_cls: 1.8721, loss: 1.8721, grad_norm: 5.3607 2021-02-04 19:42:23,623 - mmaction - INFO - Epoch [24][200/3757] lr: 1.000e-02, eta: 1 day, 13:27:34, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7742, loss_cls: 1.9326, loss: 1.9326, grad_norm: 5.3163 2021-02-04 19:42:32,507 - mmaction - INFO - Epoch [24][220/3757] lr: 1.000e-02, eta: 1 day, 13:26:53, time: 0.444, data_time: 0.005, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7867, loss_cls: 1.9267, loss: 1.9267, grad_norm: 5.2511 2021-02-04 19:42:41,453 - mmaction - INFO - Epoch [24][240/3757] lr: 1.000e-02, eta: 1 day, 13:26:15, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8125, loss_cls: 1.7996, loss: 1.7996, grad_norm: 5.2652 2021-02-04 19:42:50,334 - mmaction - INFO - Epoch [24][260/3757] lr: 1.000e-02, eta: 1 day, 13:25:34, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7852, loss_cls: 1.8738, loss: 1.8738, grad_norm: 5.2718 2021-02-04 19:42:59,298 - mmaction - INFO - Epoch [24][280/3757] lr: 1.000e-02, eta: 1 day, 13:24:58, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7812, loss_cls: 1.9025, loss: 1.9025, grad_norm: 5.3280 2021-02-04 19:43:08,204 - mmaction - INFO - Epoch [24][300/3757] lr: 1.000e-02, eta: 1 day, 13:24:20, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7977, loss_cls: 1.8443, loss: 1.8443, grad_norm: 5.2397 2021-02-04 19:43:17,081 - mmaction - INFO - Epoch [24][320/3757] lr: 1.000e-02, eta: 1 day, 13:23:40, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7750, loss_cls: 1.8743, loss: 1.8743, grad_norm: 5.1250 2021-02-04 19:43:25,960 - mmaction - INFO - Epoch [24][340/3757] lr: 1.000e-02, eta: 1 day, 13:22:59, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7820, loss_cls: 1.8434, loss: 1.8434, grad_norm: 4.9492 2021-02-04 19:43:34,871 - mmaction - INFO - Epoch [24][360/3757] lr: 1.000e-02, eta: 1 day, 13:22:22, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8078, loss_cls: 1.8580, loss: 1.8580, grad_norm: 5.3014 2021-02-04 19:43:43,771 - mmaction - INFO - Epoch [24][380/3757] lr: 1.000e-02, eta: 1 day, 13:21:43, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7984, loss_cls: 1.8453, loss: 1.8453, grad_norm: 5.2804 2021-02-04 19:43:52,696 - mmaction - INFO - Epoch [24][400/3757] lr: 1.000e-02, eta: 1 day, 13:21:08, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7820, loss_cls: 1.8874, loss: 1.8874, grad_norm: 5.1609 2021-02-04 19:44:01,615 - mmaction - INFO - Epoch [24][420/3757] lr: 1.000e-02, eta: 1 day, 13:20:31, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7836, loss_cls: 1.9008, loss: 1.9008, grad_norm: 5.2126 2021-02-04 19:44:10,536 - mmaction - INFO - Epoch [24][440/3757] lr: 1.000e-02, eta: 1 day, 13:19:54, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7773, loss_cls: 1.9461, loss: 1.9461, grad_norm: 5.3476 2021-02-04 19:44:19,393 - mmaction - INFO - Epoch [24][460/3757] lr: 1.000e-02, eta: 1 day, 13:19:15, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7867, loss_cls: 1.8780, loss: 1.8780, grad_norm: 5.3235 2021-02-04 19:44:28,328 - mmaction - INFO - Epoch [24][480/3757] lr: 1.000e-02, eta: 1 day, 13:18:41, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7859, loss_cls: 1.8962, loss: 1.8962, grad_norm: 5.2301 2021-02-04 19:44:37,244 - mmaction - INFO - Epoch [24][500/3757] lr: 1.000e-02, eta: 1 day, 13:18:05, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7891, loss_cls: 1.8714, loss: 1.8714, grad_norm: 5.2523 2021-02-04 19:44:46,189 - mmaction - INFO - Epoch [24][520/3757] lr: 1.000e-02, eta: 1 day, 13:17:31, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7953, loss_cls: 1.9177, loss: 1.9177, grad_norm: 5.3861 2021-02-04 19:44:55,075 - mmaction - INFO - Epoch [24][540/3757] lr: 1.000e-02, eta: 1 day, 13:16:55, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7852, loss_cls: 1.8893, loss: 1.8893, grad_norm: 5.2681 2021-02-04 19:45:03,928 - mmaction - INFO - Epoch [24][560/3757] lr: 1.000e-02, eta: 1 day, 13:16:15, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.8942, loss: 1.8942, grad_norm: 5.2037 2021-02-04 19:45:12,890 - mmaction - INFO - Epoch [24][580/3757] lr: 1.000e-02, eta: 1 day, 13:15:44, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7812, loss_cls: 1.8511, loss: 1.8511, grad_norm: 5.1870 2021-02-04 19:45:21,799 - mmaction - INFO - Epoch [24][600/3757] lr: 1.000e-02, eta: 1 day, 13:15:10, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7867, loss_cls: 1.9407, loss: 1.9407, grad_norm: 5.1907 2021-02-04 19:45:30,667 - mmaction - INFO - Epoch [24][620/3757] lr: 1.000e-02, eta: 1 day, 13:14:33, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7906, loss_cls: 1.8683, loss: 1.8683, grad_norm: 5.2463 2021-02-04 19:45:39,532 - mmaction - INFO - Epoch [24][640/3757] lr: 1.000e-02, eta: 1 day, 13:13:56, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7945, loss_cls: 1.7991, loss: 1.7991, grad_norm: 5.0908 2021-02-04 19:45:48,399 - mmaction - INFO - Epoch [24][660/3757] lr: 1.000e-02, eta: 1 day, 13:13:18, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7883, loss_cls: 1.8292, loss: 1.8292, grad_norm: 5.3892 2021-02-04 19:45:57,245 - mmaction - INFO - Epoch [24][680/3757] lr: 1.000e-02, eta: 1 day, 13:12:41, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7953, loss_cls: 1.8882, loss: 1.8882, grad_norm: 5.4153 2021-02-04 19:46:06,152 - mmaction - INFO - Epoch [24][700/3757] lr: 1.000e-02, eta: 1 day, 13:12:07, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7734, loss_cls: 1.9272, loss: 1.9272, grad_norm: 5.2771 2021-02-04 19:46:15,028 - mmaction - INFO - Epoch [24][720/3757] lr: 1.000e-02, eta: 1 day, 13:11:32, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7797, loss_cls: 1.9515, loss: 1.9515, grad_norm: 5.3298 2021-02-04 19:46:23,949 - mmaction - INFO - Epoch [24][740/3757] lr: 1.000e-02, eta: 1 day, 13:11:00, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7781, loss_cls: 1.8583, loss: 1.8583, grad_norm: 5.2607 2021-02-04 19:46:32,910 - mmaction - INFO - Epoch [24][760/3757] lr: 1.000e-02, eta: 1 day, 13:10:29, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7953, loss_cls: 1.8485, loss: 1.8485, grad_norm: 5.2050 2021-02-04 19:46:41,841 - mmaction - INFO - Epoch [24][780/3757] lr: 1.000e-02, eta: 1 day, 13:09:59, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7930, loss_cls: 1.7823, loss: 1.7823, grad_norm: 5.1098 2021-02-04 19:46:50,828 - mmaction - INFO - Epoch [24][800/3757] lr: 1.000e-02, eta: 1 day, 13:09:31, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7711, loss_cls: 1.9720, loss: 1.9720, grad_norm: 5.3169 2021-02-04 19:46:59,694 - mmaction - INFO - Epoch [24][820/3757] lr: 1.000e-02, eta: 1 day, 13:08:56, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7914, loss_cls: 1.8237, loss: 1.8237, grad_norm: 5.1128 2021-02-04 19:47:08,628 - mmaction - INFO - Epoch [24][840/3757] lr: 1.000e-02, eta: 1 day, 13:08:26, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7781, loss_cls: 1.9975, loss: 1.9975, grad_norm: 5.3222 2021-02-04 19:47:17,561 - mmaction - INFO - Epoch [24][860/3757] lr: 1.000e-02, eta: 1 day, 13:07:55, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7703, loss_cls: 1.9226, loss: 1.9226, grad_norm: 5.1315 2021-02-04 19:47:26,512 - mmaction - INFO - Epoch [24][880/3757] lr: 1.000e-02, eta: 1 day, 13:07:26, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7820, loss_cls: 1.8942, loss: 1.8942, grad_norm: 5.2057 2021-02-04 19:47:35,406 - mmaction - INFO - Epoch [24][900/3757] lr: 1.000e-02, eta: 1 day, 13:06:53, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7727, loss_cls: 1.9192, loss: 1.9192, grad_norm: 5.2928 2021-02-04 19:47:44,293 - mmaction - INFO - Epoch [24][920/3757] lr: 1.000e-02, eta: 1 day, 13:06:20, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7820, loss_cls: 1.8514, loss: 1.8514, grad_norm: 5.1887 2021-02-04 19:47:53,185 - mmaction - INFO - Epoch [24][940/3757] lr: 1.000e-02, eta: 1 day, 13:05:49, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7922, loss_cls: 1.8438, loss: 1.8438, grad_norm: 5.1254 2021-02-04 19:48:02,091 - mmaction - INFO - Epoch [24][960/3757] lr: 1.000e-02, eta: 1 day, 13:05:18, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7805, loss_cls: 1.9390, loss: 1.9390, grad_norm: 5.2205 2021-02-04 19:48:10,958 - mmaction - INFO - Epoch [24][980/3757] lr: 1.000e-02, eta: 1 day, 13:04:45, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5359, top5_acc: 0.7531, loss_cls: 2.0083, loss: 2.0083, grad_norm: 5.2095 2021-02-04 19:48:19,879 - mmaction - INFO - Epoch [24][1000/3757] lr: 1.000e-02, eta: 1 day, 13:04:15, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7984, loss_cls: 1.8018, loss: 1.8018, grad_norm: 5.1038 2021-02-04 19:48:28,853 - mmaction - INFO - Epoch [24][1020/3757] lr: 1.000e-02, eta: 1 day, 13:03:48, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7844, loss_cls: 1.8309, loss: 1.8309, grad_norm: 5.3503 2021-02-04 19:48:37,697 - mmaction - INFO - Epoch [24][1040/3757] lr: 1.000e-02, eta: 1 day, 13:03:14, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5297, top5_acc: 0.7703, loss_cls: 1.9387, loss: 1.9387, grad_norm: 5.3964 2021-02-04 19:48:46,626 - mmaction - INFO - Epoch [24][1060/3757] lr: 1.000e-02, eta: 1 day, 13:02:46, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7898, loss_cls: 1.8874, loss: 1.8874, grad_norm: 5.1771 2021-02-04 19:48:55,587 - mmaction - INFO - Epoch [24][1080/3757] lr: 1.000e-02, eta: 1 day, 13:02:19, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7945, loss_cls: 1.8586, loss: 1.8586, grad_norm: 5.4083 2021-02-04 19:49:04,455 - mmaction - INFO - Epoch [24][1100/3757] lr: 1.000e-02, eta: 1 day, 13:01:47, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.8000, loss_cls: 1.8318, loss: 1.8318, grad_norm: 5.4842 2021-02-04 19:49:13,343 - mmaction - INFO - Epoch [24][1120/3757] lr: 1.000e-02, eta: 1 day, 13:01:16, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5328, top5_acc: 0.7797, loss_cls: 1.9467, loss: 1.9467, grad_norm: 5.5326 2021-02-04 19:49:22,262 - mmaction - INFO - Epoch [24][1140/3757] lr: 1.000e-02, eta: 1 day, 13:00:47, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7937, loss_cls: 1.8526, loss: 1.8526, grad_norm: 5.2082 2021-02-04 19:49:31,172 - mmaction - INFO - Epoch [24][1160/3757] lr: 1.000e-02, eta: 1 day, 13:00:18, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8000, loss_cls: 1.8148, loss: 1.8148, grad_norm: 5.2524 2021-02-04 19:49:40,103 - mmaction - INFO - Epoch [24][1180/3757] lr: 1.000e-02, eta: 1 day, 12:59:50, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7789, loss_cls: 1.9917, loss: 1.9917, grad_norm: 5.2707 2021-02-04 19:49:49,022 - mmaction - INFO - Epoch [24][1200/3757] lr: 1.000e-02, eta: 1 day, 12:59:22, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7789, loss_cls: 1.9232, loss: 1.9232, grad_norm: 5.2142 2021-02-04 19:49:57,938 - mmaction - INFO - Epoch [24][1220/3757] lr: 1.000e-02, eta: 1 day, 12:58:54, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7898, loss_cls: 1.8119, loss: 1.8119, grad_norm: 5.2268 2021-02-04 19:50:06,794 - mmaction - INFO - Epoch [24][1240/3757] lr: 1.000e-02, eta: 1 day, 12:58:22, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7922, loss_cls: 1.8635, loss: 1.8635, grad_norm: 5.3532 2021-02-04 19:50:15,728 - mmaction - INFO - Epoch [24][1260/3757] lr: 1.000e-02, eta: 1 day, 12:57:55, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7836, loss_cls: 1.8290, loss: 1.8290, grad_norm: 5.1916 2021-02-04 19:50:24,643 - mmaction - INFO - Epoch [24][1280/3757] lr: 1.000e-02, eta: 1 day, 12:57:27, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5352, top5_acc: 0.7844, loss_cls: 1.9358, loss: 1.9358, grad_norm: 5.3582 2021-02-04 19:50:33,579 - mmaction - INFO - Epoch [24][1300/3757] lr: 1.000e-02, eta: 1 day, 12:57:01, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7719, loss_cls: 1.8844, loss: 1.8844, grad_norm: 5.0268 2021-02-04 19:50:42,477 - mmaction - INFO - Epoch [24][1320/3757] lr: 1.000e-02, eta: 1 day, 12:56:33, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5273, top5_acc: 0.7750, loss_cls: 1.9500, loss: 1.9500, grad_norm: 5.1737 2021-02-04 19:50:51,374 - mmaction - INFO - Epoch [24][1340/3757] lr: 1.000e-02, eta: 1 day, 12:56:04, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7836, loss_cls: 1.9201, loss: 1.9201, grad_norm: 5.1355 2021-02-04 19:51:00,248 - mmaction - INFO - Epoch [24][1360/3757] lr: 1.000e-02, eta: 1 day, 12:55:35, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7695, loss_cls: 1.9238, loss: 1.9238, grad_norm: 5.0934 2021-02-04 19:51:09,183 - mmaction - INFO - Epoch [24][1380/3757] lr: 1.000e-02, eta: 1 day, 12:55:09, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7852, loss_cls: 1.9071, loss: 1.9071, grad_norm: 5.3148 2021-02-04 19:51:18,044 - mmaction - INFO - Epoch [24][1400/3757] lr: 1.000e-02, eta: 1 day, 12:54:39, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7664, loss_cls: 1.9388, loss: 1.9388, grad_norm: 5.1163 2021-02-04 19:51:27,007 - mmaction - INFO - Epoch [24][1420/3757] lr: 1.000e-02, eta: 1 day, 12:54:14, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7852, loss_cls: 1.8460, loss: 1.8460, grad_norm: 5.0477 2021-02-04 19:51:35,885 - mmaction - INFO - Epoch [24][1440/3757] lr: 1.000e-02, eta: 1 day, 12:53:46, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7688, loss_cls: 1.9610, loss: 1.9610, grad_norm: 5.1999 2021-02-04 19:51:44,796 - mmaction - INFO - Epoch [24][1460/3757] lr: 1.000e-02, eta: 1 day, 12:53:19, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7891, loss_cls: 1.9048, loss: 1.9048, grad_norm: 5.0527 2021-02-04 19:51:53,721 - mmaction - INFO - Epoch [24][1480/3757] lr: 1.000e-02, eta: 1 day, 12:52:53, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7844, loss_cls: 1.9049, loss: 1.9049, grad_norm: 5.2797 2021-02-04 19:52:02,620 - mmaction - INFO - Epoch [24][1500/3757] lr: 1.000e-02, eta: 1 day, 12:52:26, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7867, loss_cls: 1.8625, loss: 1.8625, grad_norm: 5.2697 2021-02-04 19:52:11,495 - mmaction - INFO - Epoch [24][1520/3757] lr: 1.000e-02, eta: 1 day, 12:51:57, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7805, loss_cls: 1.9091, loss: 1.9091, grad_norm: 5.1239 2021-02-04 19:52:20,367 - mmaction - INFO - Epoch [24][1540/3757] lr: 1.000e-02, eta: 1 day, 12:51:29, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7609, loss_cls: 1.9687, loss: 1.9687, grad_norm: 5.1643 2021-02-04 19:52:29,218 - mmaction - INFO - Epoch [24][1560/3757] lr: 1.000e-02, eta: 1 day, 12:50:59, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7914, loss_cls: 1.8224, loss: 1.8224, grad_norm: 5.0493 2021-02-04 19:52:38,121 - mmaction - INFO - Epoch [24][1580/3757] lr: 1.000e-02, eta: 1 day, 12:50:33, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.8904, loss: 1.8904, grad_norm: 5.2671 2021-02-04 19:52:47,011 - mmaction - INFO - Epoch [24][1600/3757] lr: 1.000e-02, eta: 1 day, 12:50:07, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7875, loss_cls: 1.8253, loss: 1.8253, grad_norm: 4.9936 2021-02-04 19:52:55,906 - mmaction - INFO - Epoch [24][1620/3757] lr: 1.000e-02, eta: 1 day, 12:49:40, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7953, loss_cls: 1.9093, loss: 1.9093, grad_norm: 5.1882 2021-02-04 19:53:04,748 - mmaction - INFO - Epoch [24][1640/3757] lr: 1.000e-02, eta: 1 day, 12:49:11, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5227, top5_acc: 0.7805, loss_cls: 1.9442, loss: 1.9442, grad_norm: 5.2430 2021-02-04 19:53:13,638 - mmaction - INFO - Epoch [24][1660/3757] lr: 1.000e-02, eta: 1 day, 12:48:44, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7820, loss_cls: 1.9274, loss: 1.9274, grad_norm: 5.2002 2021-02-04 19:53:22,556 - mmaction - INFO - Epoch [24][1680/3757] lr: 1.000e-02, eta: 1 day, 12:48:18, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7937, loss_cls: 1.8337, loss: 1.8337, grad_norm: 5.0540 2021-02-04 19:53:31,494 - mmaction - INFO - Epoch [24][1700/3757] lr: 1.000e-02, eta: 1 day, 12:47:55, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7586, loss_cls: 1.9725, loss: 1.9725, grad_norm: 5.1640 2021-02-04 19:53:40,420 - mmaction - INFO - Epoch [24][1720/3757] lr: 1.000e-02, eta: 1 day, 12:47:31, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7797, loss_cls: 1.9664, loss: 1.9664, grad_norm: 5.2681 2021-02-04 19:53:49,385 - mmaction - INFO - Epoch [24][1740/3757] lr: 1.000e-02, eta: 1 day, 12:47:09, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7836, loss_cls: 1.8586, loss: 1.8586, grad_norm: 5.2895 2021-02-04 19:53:58,299 - mmaction - INFO - Epoch [24][1760/3757] lr: 1.000e-02, eta: 1 day, 12:46:44, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.8008, loss_cls: 1.8845, loss: 1.8845, grad_norm: 5.2167 2021-02-04 19:54:07,247 - mmaction - INFO - Epoch [24][1780/3757] lr: 1.000e-02, eta: 1 day, 12:46:22, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.8488, loss: 1.8488, grad_norm: 5.0599 2021-02-04 19:54:16,155 - mmaction - INFO - Epoch [24][1800/3757] lr: 1.000e-02, eta: 1 day, 12:45:57, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7852, loss_cls: 1.8735, loss: 1.8735, grad_norm: 5.1896 2021-02-04 19:54:25,049 - mmaction - INFO - Epoch [24][1820/3757] lr: 1.000e-02, eta: 1 day, 12:45:31, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7648, loss_cls: 1.9915, loss: 1.9915, grad_norm: 5.2275 2021-02-04 19:54:33,963 - mmaction - INFO - Epoch [24][1840/3757] lr: 1.000e-02, eta: 1 day, 12:45:07, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7867, loss_cls: 1.8569, loss: 1.8569, grad_norm: 4.9612 2021-02-04 19:54:42,870 - mmaction - INFO - Epoch [24][1860/3757] lr: 1.000e-02, eta: 1 day, 12:44:42, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5367, top5_acc: 0.7820, loss_cls: 1.9215, loss: 1.9215, grad_norm: 5.1713 2021-02-04 19:54:51,732 - mmaction - INFO - Epoch [24][1880/3757] lr: 1.000e-02, eta: 1 day, 12:44:16, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7828, loss_cls: 1.9025, loss: 1.9025, grad_norm: 5.0638 2021-02-04 19:55:00,605 - mmaction - INFO - Epoch [24][1900/3757] lr: 1.000e-02, eta: 1 day, 12:43:49, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5336, top5_acc: 0.7641, loss_cls: 2.0675, loss: 2.0675, grad_norm: 5.3664 2021-02-04 19:55:09,520 - mmaction - INFO - Epoch [24][1920/3757] lr: 1.000e-02, eta: 1 day, 12:43:26, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7852, loss_cls: 1.9222, loss: 1.9222, grad_norm: 5.0463 2021-02-04 19:55:18,488 - mmaction - INFO - Epoch [24][1940/3757] lr: 1.000e-02, eta: 1 day, 12:43:04, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7781, loss_cls: 1.8966, loss: 1.8966, grad_norm: 5.3380 2021-02-04 19:55:27,331 - mmaction - INFO - Epoch [24][1960/3757] lr: 1.000e-02, eta: 1 day, 12:42:38, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 1.9904, loss: 1.9904, grad_norm: 5.3238 2021-02-04 19:55:36,181 - mmaction - INFO - Epoch [24][1980/3757] lr: 1.000e-02, eta: 1 day, 12:42:11, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7937, loss_cls: 1.8566, loss: 1.8566, grad_norm: 5.3762 2021-02-04 19:55:45,091 - mmaction - INFO - Epoch [24][2000/3757] lr: 1.000e-02, eta: 1 day, 12:41:48, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7820, loss_cls: 1.8359, loss: 1.8359, grad_norm: 5.1472 2021-02-04 19:55:54,063 - mmaction - INFO - Epoch [24][2020/3757] lr: 1.000e-02, eta: 1 day, 12:41:27, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7750, loss_cls: 1.9456, loss: 1.9456, grad_norm: 5.1950 2021-02-04 19:56:02,976 - mmaction - INFO - Epoch [24][2040/3757] lr: 1.000e-02, eta: 1 day, 12:41:04, time: 0.445, data_time: 0.003, memory: 7141, top1_acc: 0.5289, top5_acc: 0.7773, loss_cls: 1.9215, loss: 1.9215, grad_norm: 5.0279 2021-02-04 19:56:11,863 - mmaction - INFO - Epoch [24][2060/3757] lr: 1.000e-02, eta: 1 day, 12:40:39, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7937, loss_cls: 1.8598, loss: 1.8598, grad_norm: 5.1915 2021-02-04 19:56:20,739 - mmaction - INFO - Epoch [24][2080/3757] lr: 1.000e-02, eta: 1 day, 12:40:14, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7703, loss_cls: 1.9307, loss: 1.9307, grad_norm: 5.1155 2021-02-04 19:56:29,555 - mmaction - INFO - Epoch [24][2100/3757] lr: 1.000e-02, eta: 1 day, 12:39:47, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5422, top5_acc: 0.8000, loss_cls: 1.8769, loss: 1.8769, grad_norm: 5.3616 2021-02-04 19:56:38,434 - mmaction - INFO - Epoch [24][2120/3757] lr: 1.000e-02, eta: 1 day, 12:39:23, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7758, loss_cls: 1.8768, loss: 1.8768, grad_norm: 5.2879 2021-02-04 19:56:47,392 - mmaction - INFO - Epoch [24][2140/3757] lr: 1.000e-02, eta: 1 day, 12:39:02, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8000, loss_cls: 1.8041, loss: 1.8041, grad_norm: 5.0410 2021-02-04 19:56:56,235 - mmaction - INFO - Epoch [24][2160/3757] lr: 1.000e-02, eta: 1 day, 12:38:36, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7867, loss_cls: 1.8834, loss: 1.8834, grad_norm: 5.1673 2021-02-04 19:57:05,139 - mmaction - INFO - Epoch [24][2180/3757] lr: 1.000e-02, eta: 1 day, 12:38:13, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7609, loss_cls: 1.9609, loss: 1.9609, grad_norm: 5.1673 2021-02-04 19:57:14,004 - mmaction - INFO - Epoch [24][2200/3757] lr: 1.000e-02, eta: 1 day, 12:37:48, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7773, loss_cls: 1.9147, loss: 1.9147, grad_norm: 5.2683 2021-02-04 19:57:22,918 - mmaction - INFO - Epoch [24][2220/3757] lr: 1.000e-02, eta: 1 day, 12:37:26, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5344, top5_acc: 0.7773, loss_cls: 1.9844, loss: 1.9844, grad_norm: 5.3398 2021-02-04 19:57:31,756 - mmaction - INFO - Epoch [24][2240/3757] lr: 1.000e-02, eta: 1 day, 12:37:00, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7891, loss_cls: 1.8718, loss: 1.8718, grad_norm: 5.1503 2021-02-04 19:57:40,647 - mmaction - INFO - Epoch [24][2260/3757] lr: 1.000e-02, eta: 1 day, 12:36:37, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5336, top5_acc: 0.7680, loss_cls: 1.9844, loss: 1.9844, grad_norm: 5.0341 2021-02-04 19:57:49,564 - mmaction - INFO - Epoch [24][2280/3757] lr: 1.000e-02, eta: 1 day, 12:36:15, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7914, loss_cls: 1.8813, loss: 1.8813, grad_norm: 5.1036 2021-02-04 19:57:58,420 - mmaction - INFO - Epoch [24][2300/3757] lr: 1.000e-02, eta: 1 day, 12:35:50, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7836, loss_cls: 1.8497, loss: 1.8497, grad_norm: 5.1169 2021-02-04 19:58:07,317 - mmaction - INFO - Epoch [24][2320/3757] lr: 1.000e-02, eta: 1 day, 12:35:28, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.8039, loss_cls: 1.8117, loss: 1.8117, grad_norm: 5.0810 2021-02-04 19:58:16,208 - mmaction - INFO - Epoch [24][2340/3757] lr: 1.000e-02, eta: 1 day, 12:35:05, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7625, loss_cls: 1.9820, loss: 1.9820, grad_norm: 5.3225 2021-02-04 19:58:25,112 - mmaction - INFO - Epoch [24][2360/3757] lr: 1.000e-02, eta: 1 day, 12:34:43, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7859, loss_cls: 1.8474, loss: 1.8474, grad_norm: 4.9714 2021-02-04 19:58:34,013 - mmaction - INFO - Epoch [24][2380/3757] lr: 1.000e-02, eta: 1 day, 12:34:21, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7766, loss_cls: 1.8851, loss: 1.8851, grad_norm: 5.2466 2021-02-04 19:58:42,947 - mmaction - INFO - Epoch [24][2400/3757] lr: 1.000e-02, eta: 1 day, 12:34:00, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5289, top5_acc: 0.7695, loss_cls: 1.9914, loss: 1.9914, grad_norm: 5.3529 2021-02-04 19:58:51,843 - mmaction - INFO - Epoch [24][2420/3757] lr: 1.000e-02, eta: 1 day, 12:33:38, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7930, loss_cls: 1.9184, loss: 1.9184, grad_norm: 5.4969 2021-02-04 19:59:00,763 - mmaction - INFO - Epoch [24][2440/3757] lr: 1.000e-02, eta: 1 day, 12:33:17, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7664, loss_cls: 1.9932, loss: 1.9932, grad_norm: 5.0116 2021-02-04 19:59:09,585 - mmaction - INFO - Epoch [24][2460/3757] lr: 1.000e-02, eta: 1 day, 12:32:52, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7641, loss_cls: 1.9312, loss: 1.9312, grad_norm: 5.2710 2021-02-04 19:59:18,430 - mmaction - INFO - Epoch [24][2480/3757] lr: 1.000e-02, eta: 1 day, 12:32:27, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7828, loss_cls: 1.8895, loss: 1.8895, grad_norm: 5.0376 2021-02-04 19:59:27,292 - mmaction - INFO - Epoch [24][2500/3757] lr: 1.000e-02, eta: 1 day, 12:32:04, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7961, loss_cls: 1.8879, loss: 1.8879, grad_norm: 5.2260 2021-02-04 19:59:36,166 - mmaction - INFO - Epoch [24][2520/3757] lr: 1.000e-02, eta: 1 day, 12:31:41, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7828, loss_cls: 1.8416, loss: 1.8416, grad_norm: 5.2160 2021-02-04 19:59:45,087 - mmaction - INFO - Epoch [24][2540/3757] lr: 1.000e-02, eta: 1 day, 12:31:20, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7664, loss_cls: 1.9917, loss: 1.9917, grad_norm: 5.4060 2021-02-04 19:59:54,044 - mmaction - INFO - Epoch [24][2560/3757] lr: 1.000e-02, eta: 1 day, 12:31:01, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7688, loss_cls: 1.9745, loss: 1.9745, grad_norm: 4.9883 2021-02-04 20:00:02,850 - mmaction - INFO - Epoch [24][2580/3757] lr: 1.000e-02, eta: 1 day, 12:30:35, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7547, loss_cls: 2.0157, loss: 2.0157, grad_norm: 5.1959 2021-02-04 20:00:11,766 - mmaction - INFO - Epoch [24][2600/3757] lr: 1.000e-02, eta: 1 day, 12:30:15, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7891, loss_cls: 1.8789, loss: 1.8789, grad_norm: 5.3920 2021-02-04 20:00:20,641 - mmaction - INFO - Epoch [24][2620/3757] lr: 1.000e-02, eta: 1 day, 12:29:53, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5227, top5_acc: 0.7727, loss_cls: 1.9243, loss: 1.9243, grad_norm: 5.3345 2021-02-04 20:00:29,461 - mmaction - INFO - Epoch [24][2640/3757] lr: 1.000e-02, eta: 1 day, 12:29:28, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7930, loss_cls: 1.8797, loss: 1.8797, grad_norm: 5.2505 2021-02-04 20:00:38,378 - mmaction - INFO - Epoch [24][2660/3757] lr: 1.000e-02, eta: 1 day, 12:29:07, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7812, loss_cls: 1.8271, loss: 1.8271, grad_norm: 5.0721 2021-02-04 20:00:47,238 - mmaction - INFO - Epoch [24][2680/3757] lr: 1.000e-02, eta: 1 day, 12:28:45, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5375, top5_acc: 0.7859, loss_cls: 1.8900, loss: 1.8900, grad_norm: 5.4784 2021-02-04 20:00:56,138 - mmaction - INFO - Epoch [24][2700/3757] lr: 1.000e-02, eta: 1 day, 12:28:24, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5328, top5_acc: 0.7711, loss_cls: 1.9598, loss: 1.9598, grad_norm: 5.4208 2021-02-04 20:01:05,096 - mmaction - INFO - Epoch [24][2720/3757] lr: 1.000e-02, eta: 1 day, 12:28:06, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7891, loss_cls: 1.8845, loss: 1.8845, grad_norm: 5.1903 2021-02-04 20:01:13,964 - mmaction - INFO - Epoch [24][2740/3757] lr: 1.000e-02, eta: 1 day, 12:27:44, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7945, loss_cls: 1.8298, loss: 1.8298, grad_norm: 5.0568 2021-02-04 20:01:22,928 - mmaction - INFO - Epoch [24][2760/3757] lr: 1.000e-02, eta: 1 day, 12:27:26, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7766, loss_cls: 1.9040, loss: 1.9040, grad_norm: 5.3188 2021-02-04 20:01:31,783 - mmaction - INFO - Epoch [24][2780/3757] lr: 1.000e-02, eta: 1 day, 12:27:04, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7695, loss_cls: 1.9391, loss: 1.9391, grad_norm: 5.2440 2021-02-04 20:01:40,696 - mmaction - INFO - Epoch [24][2800/3757] lr: 1.000e-02, eta: 1 day, 12:26:44, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7781, loss_cls: 1.9033, loss: 1.9033, grad_norm: 5.2879 2021-02-04 20:01:49,562 - mmaction - INFO - Epoch [24][2820/3757] lr: 1.000e-02, eta: 1 day, 12:26:22, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7805, loss_cls: 1.9144, loss: 1.9144, grad_norm: 5.2293 2021-02-04 20:01:58,490 - mmaction - INFO - Epoch [24][2840/3757] lr: 1.000e-02, eta: 1 day, 12:26:02, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7789, loss_cls: 1.9248, loss: 1.9248, grad_norm: 5.2466 2021-02-04 20:02:07,365 - mmaction - INFO - Epoch [24][2860/3757] lr: 1.000e-02, eta: 1 day, 12:25:41, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7922, loss_cls: 1.8597, loss: 1.8597, grad_norm: 5.0746 2021-02-04 20:02:16,276 - mmaction - INFO - Epoch [24][2880/3757] lr: 1.000e-02, eta: 1 day, 12:25:21, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7914, loss_cls: 1.7667, loss: 1.7667, grad_norm: 4.9834 2021-02-04 20:02:25,142 - mmaction - INFO - Epoch [24][2900/3757] lr: 1.000e-02, eta: 1 day, 12:25:00, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7953, loss_cls: 1.8565, loss: 1.8565, grad_norm: 5.1227 2021-02-04 20:02:34,012 - mmaction - INFO - Epoch [24][2920/3757] lr: 1.000e-02, eta: 1 day, 12:24:38, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5289, top5_acc: 0.7727, loss_cls: 1.8986, loss: 1.8986, grad_norm: 5.3429 2021-02-04 20:02:42,930 - mmaction - INFO - Epoch [24][2940/3757] lr: 1.000e-02, eta: 1 day, 12:24:19, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.8008, loss_cls: 1.8509, loss: 1.8509, grad_norm: 5.3193 2021-02-04 20:02:51,772 - mmaction - INFO - Epoch [24][2960/3757] lr: 1.000e-02, eta: 1 day, 12:23:56, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5352, top5_acc: 0.7727, loss_cls: 1.9488, loss: 1.9488, grad_norm: 5.2432 2021-02-04 20:03:00,661 - mmaction - INFO - Epoch [24][2980/3757] lr: 1.000e-02, eta: 1 day, 12:23:36, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8008, loss_cls: 1.7858, loss: 1.7858, grad_norm: 4.9969 2021-02-04 20:03:09,547 - mmaction - INFO - Epoch [24][3000/3757] lr: 1.000e-02, eta: 1 day, 12:23:15, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7688, loss_cls: 1.9614, loss: 1.9614, grad_norm: 5.3164 2021-02-04 20:03:18,464 - mmaction - INFO - Epoch [24][3020/3757] lr: 1.000e-02, eta: 1 day, 12:22:57, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7727, loss_cls: 1.9666, loss: 1.9666, grad_norm: 5.1293 2021-02-04 20:03:27,365 - mmaction - INFO - Epoch [24][3040/3757] lr: 1.000e-02, eta: 1 day, 12:22:37, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7766, loss_cls: 1.9283, loss: 1.9283, grad_norm: 5.0563 2021-02-04 20:03:36,252 - mmaction - INFO - Epoch [24][3060/3757] lr: 1.000e-02, eta: 1 day, 12:22:16, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5328, top5_acc: 0.7734, loss_cls: 1.9840, loss: 1.9840, grad_norm: 5.4344 2021-02-04 20:03:45,167 - mmaction - INFO - Epoch [24][3080/3757] lr: 1.000e-02, eta: 1 day, 12:21:58, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.5367, top5_acc: 0.7680, loss_cls: 2.0080, loss: 2.0080, grad_norm: 5.2009 2021-02-04 20:03:54,106 - mmaction - INFO - Epoch [24][3100/3757] lr: 1.000e-02, eta: 1 day, 12:21:40, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7891, loss_cls: 1.8783, loss: 1.8783, grad_norm: 5.2759 2021-02-04 20:04:02,992 - mmaction - INFO - Epoch [24][3120/3757] lr: 1.000e-02, eta: 1 day, 12:21:20, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7992, loss_cls: 1.8836, loss: 1.8836, grad_norm: 5.2848 2021-02-04 20:04:11,826 - mmaction - INFO - Epoch [24][3140/3757] lr: 1.000e-02, eta: 1 day, 12:20:57, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7977, loss_cls: 1.8918, loss: 1.8918, grad_norm: 5.3311 2021-02-04 20:04:20,771 - mmaction - INFO - Epoch [24][3160/3757] lr: 1.000e-02, eta: 1 day, 12:20:40, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7695, loss_cls: 1.9246, loss: 1.9246, grad_norm: 5.0579 2021-02-04 20:04:29,609 - mmaction - INFO - Epoch [24][3180/3757] lr: 1.000e-02, eta: 1 day, 12:20:18, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7836, loss_cls: 1.9250, loss: 1.9250, grad_norm: 5.1849 2021-02-04 20:04:38,527 - mmaction - INFO - Epoch [24][3200/3757] lr: 1.000e-02, eta: 1 day, 12:20:00, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7797, loss_cls: 1.8506, loss: 1.8506, grad_norm: 5.0323 2021-02-04 20:04:47,355 - mmaction - INFO - Epoch [24][3220/3757] lr: 1.000e-02, eta: 1 day, 12:19:38, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7898, loss_cls: 1.8924, loss: 1.8924, grad_norm: 5.1822 2021-02-04 20:04:56,228 - mmaction - INFO - Epoch [24][3240/3757] lr: 1.000e-02, eta: 1 day, 12:19:18, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 1.9659, loss: 1.9659, grad_norm: 5.4579 2021-02-04 20:05:05,242 - mmaction - INFO - Epoch [24][3260/3757] lr: 1.000e-02, eta: 1 day, 12:19:03, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7930, loss_cls: 1.8588, loss: 1.8588, grad_norm: 5.1290 2021-02-04 20:05:14,109 - mmaction - INFO - Epoch [24][3280/3757] lr: 1.000e-02, eta: 1 day, 12:18:42, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7742, loss_cls: 1.9429, loss: 1.9429, grad_norm: 5.2455 2021-02-04 20:05:23,014 - mmaction - INFO - Epoch [24][3300/3757] lr: 1.000e-02, eta: 1 day, 12:18:24, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7773, loss_cls: 1.9517, loss: 1.9517, grad_norm: 5.0732 2021-02-04 20:05:31,869 - mmaction - INFO - Epoch [24][3320/3757] lr: 1.000e-02, eta: 1 day, 12:18:03, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7859, loss_cls: 1.8961, loss: 1.8961, grad_norm: 4.9393 2021-02-04 20:05:40,738 - mmaction - INFO - Epoch [24][3340/3757] lr: 1.000e-02, eta: 1 day, 12:17:43, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5375, top5_acc: 0.7820, loss_cls: 1.9013, loss: 1.9013, grad_norm: 5.1827 2021-02-04 20:05:49,636 - mmaction - INFO - Epoch [24][3360/3757] lr: 1.000e-02, eta: 1 day, 12:17:25, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5375, top5_acc: 0.7867, loss_cls: 1.9489, loss: 1.9489, grad_norm: 5.2951 2021-02-04 20:05:58,568 - mmaction - INFO - Epoch [24][3380/3757] lr: 1.000e-02, eta: 1 day, 12:17:07, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7781, loss_cls: 1.8832, loss: 1.8832, grad_norm: 5.2820 2021-02-04 20:06:07,486 - mmaction - INFO - Epoch [24][3400/3757] lr: 1.000e-02, eta: 1 day, 12:16:49, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7953, loss_cls: 1.8551, loss: 1.8551, grad_norm: 5.1883 2021-02-04 20:06:16,328 - mmaction - INFO - Epoch [24][3420/3757] lr: 1.000e-02, eta: 1 day, 12:16:28, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5164, top5_acc: 0.7750, loss_cls: 1.9884, loss: 1.9884, grad_norm: 5.1425 2021-02-04 20:06:25,321 - mmaction - INFO - Epoch [24][3440/3757] lr: 1.000e-02, eta: 1 day, 12:16:14, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7984, loss_cls: 1.8651, loss: 1.8651, grad_norm: 5.1878 2021-02-04 20:06:34,237 - mmaction - INFO - Epoch [24][3460/3757] lr: 1.000e-02, eta: 1 day, 12:15:56, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5320, top5_acc: 0.7641, loss_cls: 1.9902, loss: 1.9902, grad_norm: 5.2326 2021-02-04 20:06:43,132 - mmaction - INFO - Epoch [24][3480/3757] lr: 1.000e-02, eta: 1 day, 12:15:37, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7727, loss_cls: 1.8906, loss: 1.8906, grad_norm: 5.2274 2021-02-04 20:06:52,035 - mmaction - INFO - Epoch [24][3500/3757] lr: 1.000e-02, eta: 1 day, 12:15:19, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7828, loss_cls: 1.8925, loss: 1.8925, grad_norm: 5.1127 2021-02-04 20:07:00,929 - mmaction - INFO - Epoch [24][3520/3757] lr: 1.000e-02, eta: 1 day, 12:15:00, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7656, loss_cls: 1.9992, loss: 1.9992, grad_norm: 5.1448 2021-02-04 20:07:09,827 - mmaction - INFO - Epoch [24][3540/3757] lr: 1.000e-02, eta: 1 day, 12:14:42, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7641, loss_cls: 1.9587, loss: 1.9587, grad_norm: 5.2014 2021-02-04 20:07:18,777 - mmaction - INFO - Epoch [24][3560/3757] lr: 1.000e-02, eta: 1 day, 12:14:25, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7781, loss_cls: 1.9354, loss: 1.9354, grad_norm: 4.9502 2021-02-04 20:07:27,758 - mmaction - INFO - Epoch [24][3580/3757] lr: 1.000e-02, eta: 1 day, 12:14:11, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7852, loss_cls: 1.9049, loss: 1.9049, grad_norm: 5.3789 2021-02-04 20:07:36,632 - mmaction - INFO - Epoch [24][3600/3757] lr: 1.000e-02, eta: 1 day, 12:13:52, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7937, loss_cls: 1.8783, loss: 1.8783, grad_norm: 5.3186 2021-02-04 20:07:45,643 - mmaction - INFO - Epoch [24][3620/3757] lr: 1.000e-02, eta: 1 day, 12:13:38, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7961, loss_cls: 1.8906, loss: 1.8906, grad_norm: 5.1729 2021-02-04 20:07:54,593 - mmaction - INFO - Epoch [24][3640/3757] lr: 1.000e-02, eta: 1 day, 12:13:21, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7867, loss_cls: 1.9188, loss: 1.9188, grad_norm: 5.2338 2021-02-04 20:08:03,448 - mmaction - INFO - Epoch [24][3660/3757] lr: 1.000e-02, eta: 1 day, 12:13:02, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7961, loss_cls: 1.8532, loss: 1.8532, grad_norm: 5.1316 2021-02-04 20:08:12,371 - mmaction - INFO - Epoch [24][3680/3757] lr: 1.000e-02, eta: 1 day, 12:12:45, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7750, loss_cls: 1.9536, loss: 1.9536, grad_norm: 5.2297 2021-02-04 20:08:21,340 - mmaction - INFO - Epoch [24][3700/3757] lr: 1.000e-02, eta: 1 day, 12:12:30, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5242, top5_acc: 0.7492, loss_cls: 2.0026, loss: 2.0026, grad_norm: 5.0732 2021-02-04 20:08:30,223 - mmaction - INFO - Epoch [24][3720/3757] lr: 1.000e-02, eta: 1 day, 12:12:11, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8628, loss: 1.8628, grad_norm: 5.1168 2021-02-04 20:08:39,139 - mmaction - INFO - Epoch [24][3740/3757] lr: 1.000e-02, eta: 1 day, 12:11:54, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7867, loss_cls: 1.9196, loss: 1.9196, grad_norm: 5.2098 2021-02-04 20:08:50,836 - mmaction - INFO - Saving checkpoint at 24 epochs 2021-02-04 20:09:27,137 - mmaction - INFO - Epoch [25][20/3757] lr: 1.000e-02, eta: 1 day, 12:23:27, time: 1.781, data_time: 1.312, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7797, loss_cls: 1.9381, loss: 1.9381, grad_norm: 5.2791 2021-02-04 20:09:36,017 - mmaction - INFO - Epoch [25][40/3757] lr: 1.000e-02, eta: 1 day, 12:23:07, time: 0.444, data_time: 0.004, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7820, loss_cls: 1.8623, loss: 1.8623, grad_norm: 5.1434 2021-02-04 20:09:44,862 - mmaction - INFO - Epoch [25][60/3757] lr: 1.000e-02, eta: 1 day, 12:22:44, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7852, loss_cls: 1.8769, loss: 1.8769, grad_norm: 5.2095 2021-02-04 20:09:53,692 - mmaction - INFO - Epoch [25][80/3757] lr: 1.000e-02, eta: 1 day, 12:22:23, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7922, loss_cls: 1.8583, loss: 1.8583, grad_norm: 5.0962 2021-02-04 20:10:02,589 - mmaction - INFO - Epoch [25][100/3757] lr: 1.000e-02, eta: 1 day, 12:22:03, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7688, loss_cls: 1.9500, loss: 1.9500, grad_norm: 5.2927 2021-02-04 20:10:11,404 - mmaction - INFO - Epoch [25][120/3757] lr: 1.000e-02, eta: 1 day, 12:21:41, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7906, loss_cls: 1.8752, loss: 1.8752, grad_norm: 5.2896 2021-02-04 20:10:20,284 - mmaction - INFO - Epoch [25][140/3757] lr: 1.000e-02, eta: 1 day, 12:21:20, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7805, loss_cls: 1.9524, loss: 1.9524, grad_norm: 5.3775 2021-02-04 20:10:29,181 - mmaction - INFO - Epoch [25][160/3757] lr: 1.000e-02, eta: 1 day, 12:21:01, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.8031, loss_cls: 1.8588, loss: 1.8588, grad_norm: 5.3522 2021-02-04 20:10:38,077 - mmaction - INFO - Epoch [25][180/3757] lr: 1.000e-02, eta: 1 day, 12:20:41, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7977, loss_cls: 1.8522, loss: 1.8522, grad_norm: 5.3427 2021-02-04 20:10:46,948 - mmaction - INFO - Epoch [25][200/3757] lr: 1.000e-02, eta: 1 day, 12:20:21, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7922, loss_cls: 1.8330, loss: 1.8330, grad_norm: 5.2899 2021-02-04 20:10:55,795 - mmaction - INFO - Epoch [25][220/3757] lr: 1.000e-02, eta: 1 day, 12:20:00, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7961, loss_cls: 1.8777, loss: 1.8777, grad_norm: 5.2294 2021-02-04 20:11:04,690 - mmaction - INFO - Epoch [25][240/3757] lr: 1.000e-02, eta: 1 day, 12:19:41, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7898, loss_cls: 1.8128, loss: 1.8128, grad_norm: 5.1224 2021-02-04 20:11:13,578 - mmaction - INFO - Epoch [25][260/3757] lr: 1.000e-02, eta: 1 day, 12:19:22, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7914, loss_cls: 1.7962, loss: 1.7962, grad_norm: 5.0702 2021-02-04 20:11:22,514 - mmaction - INFO - Epoch [25][280/3757] lr: 1.000e-02, eta: 1 day, 12:19:04, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7945, loss_cls: 1.8374, loss: 1.8374, grad_norm: 5.3094 2021-02-04 20:11:31,347 - mmaction - INFO - Epoch [25][300/3757] lr: 1.000e-02, eta: 1 day, 12:18:43, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7828, loss_cls: 1.9087, loss: 1.9087, grad_norm: 5.4552 2021-02-04 20:11:40,366 - mmaction - INFO - Epoch [25][320/3757] lr: 1.000e-02, eta: 1 day, 12:18:28, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7625, loss_cls: 1.9631, loss: 1.9631, grad_norm: 5.0513 2021-02-04 20:11:49,192 - mmaction - INFO - Epoch [25][340/3757] lr: 1.000e-02, eta: 1 day, 12:18:07, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7859, loss_cls: 1.8306, loss: 1.8306, grad_norm: 5.0080 2021-02-04 20:11:58,107 - mmaction - INFO - Epoch [25][360/3757] lr: 1.000e-02, eta: 1 day, 12:17:48, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7758, loss_cls: 1.9259, loss: 1.9259, grad_norm: 5.3872 2021-02-04 20:12:06,977 - mmaction - INFO - Epoch [25][380/3757] lr: 1.000e-02, eta: 1 day, 12:17:29, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9553, loss: 1.9553, grad_norm: 5.2685 2021-02-04 20:12:15,905 - mmaction - INFO - Epoch [25][400/3757] lr: 1.000e-02, eta: 1 day, 12:17:11, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7875, loss_cls: 1.8395, loss: 1.8395, grad_norm: 5.1810 2021-02-04 20:12:24,823 - mmaction - INFO - Epoch [25][420/3757] lr: 1.000e-02, eta: 1 day, 12:16:52, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7734, loss_cls: 1.8969, loss: 1.8969, grad_norm: 5.1799 2021-02-04 20:12:33,757 - mmaction - INFO - Epoch [25][440/3757] lr: 1.000e-02, eta: 1 day, 12:16:35, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8141, loss_cls: 1.7588, loss: 1.7588, grad_norm: 4.9543 2021-02-04 20:12:42,615 - mmaction - INFO - Epoch [25][460/3757] lr: 1.000e-02, eta: 1 day, 12:16:15, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7734, loss_cls: 1.9111, loss: 1.9111, grad_norm: 5.2739 2021-02-04 20:12:51,445 - mmaction - INFO - Epoch [25][480/3757] lr: 1.000e-02, eta: 1 day, 12:15:55, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7859, loss_cls: 1.8734, loss: 1.8734, grad_norm: 5.3346 2021-02-04 20:13:00,362 - mmaction - INFO - Epoch [25][500/3757] lr: 1.000e-02, eta: 1 day, 12:15:36, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7930, loss_cls: 1.8820, loss: 1.8820, grad_norm: 5.3182 2021-02-04 20:13:09,184 - mmaction - INFO - Epoch [25][520/3757] lr: 1.000e-02, eta: 1 day, 12:15:16, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7898, loss_cls: 1.8120, loss: 1.8120, grad_norm: 5.0787 2021-02-04 20:13:18,063 - mmaction - INFO - Epoch [25][540/3757] lr: 1.000e-02, eta: 1 day, 12:14:57, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8016, loss_cls: 1.7716, loss: 1.7716, grad_norm: 5.1805 2021-02-04 20:13:26,990 - mmaction - INFO - Epoch [25][560/3757] lr: 1.000e-02, eta: 1 day, 12:14:39, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5336, top5_acc: 0.7812, loss_cls: 1.9311, loss: 1.9311, grad_norm: 5.3953 2021-02-04 20:13:35,860 - mmaction - INFO - Epoch [25][580/3757] lr: 1.000e-02, eta: 1 day, 12:14:20, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7672, loss_cls: 1.9453, loss: 1.9453, grad_norm: 5.2791 2021-02-04 20:13:44,788 - mmaction - INFO - Epoch [25][600/3757] lr: 1.000e-02, eta: 1 day, 12:14:03, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7828, loss_cls: 1.8850, loss: 1.8850, grad_norm: 5.1174 2021-02-04 20:13:53,718 - mmaction - INFO - Epoch [25][620/3757] lr: 1.000e-02, eta: 1 day, 12:13:46, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8023, loss_cls: 1.7970, loss: 1.7970, grad_norm: 5.1472 2021-02-04 20:14:02,613 - mmaction - INFO - Epoch [25][640/3757] lr: 1.000e-02, eta: 1 day, 12:13:27, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7977, loss_cls: 1.8818, loss: 1.8818, grad_norm: 5.2976 2021-02-04 20:14:11,522 - mmaction - INFO - Epoch [25][660/3757] lr: 1.000e-02, eta: 1 day, 12:13:10, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7844, loss_cls: 1.9258, loss: 1.9258, grad_norm: 5.3896 2021-02-04 20:14:20,369 - mmaction - INFO - Epoch [25][680/3757] lr: 1.000e-02, eta: 1 day, 12:12:49, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.8023, loss_cls: 1.8244, loss: 1.8244, grad_norm: 5.2528 2021-02-04 20:14:29,250 - mmaction - INFO - Epoch [25][700/3757] lr: 1.000e-02, eta: 1 day, 12:12:31, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7766, loss_cls: 1.8834, loss: 1.8834, grad_norm: 5.1738 2021-02-04 20:14:38,145 - mmaction - INFO - Epoch [25][720/3757] lr: 1.000e-02, eta: 1 day, 12:12:13, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.8658, loss: 1.8658, grad_norm: 4.9824 2021-02-04 20:14:47,069 - mmaction - INFO - Epoch [25][740/3757] lr: 1.000e-02, eta: 1 day, 12:11:56, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7820, loss_cls: 1.9166, loss: 1.9166, grad_norm: 5.0394 2021-02-04 20:14:55,950 - mmaction - INFO - Epoch [25][760/3757] lr: 1.000e-02, eta: 1 day, 12:11:38, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7859, loss_cls: 1.8661, loss: 1.8661, grad_norm: 5.0423 2021-02-04 20:15:04,862 - mmaction - INFO - Epoch [25][780/3757] lr: 1.000e-02, eta: 1 day, 12:11:20, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7836, loss_cls: 1.8588, loss: 1.8588, grad_norm: 5.2536 2021-02-04 20:15:13,774 - mmaction - INFO - Epoch [25][800/3757] lr: 1.000e-02, eta: 1 day, 12:11:03, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7945, loss_cls: 1.9075, loss: 1.9075, grad_norm: 5.3377 2021-02-04 20:15:22,718 - mmaction - INFO - Epoch [25][820/3757] lr: 1.000e-02, eta: 1 day, 12:10:46, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7875, loss_cls: 1.8946, loss: 1.8946, grad_norm: 5.3229 2021-02-04 20:15:31,637 - mmaction - INFO - Epoch [25][840/3757] lr: 1.000e-02, eta: 1 day, 12:10:29, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7883, loss_cls: 1.8799, loss: 1.8799, grad_norm: 5.2564 2021-02-04 20:15:40,586 - mmaction - INFO - Epoch [25][860/3757] lr: 1.000e-02, eta: 1 day, 12:10:13, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7867, loss_cls: 1.9053, loss: 1.9053, grad_norm: 5.2334 2021-02-04 20:15:49,465 - mmaction - INFO - Epoch [25][880/3757] lr: 1.000e-02, eta: 1 day, 12:09:55, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7852, loss_cls: 1.7988, loss: 1.7988, grad_norm: 5.1516 2021-02-04 20:15:58,413 - mmaction - INFO - Epoch [25][900/3757] lr: 1.000e-02, eta: 1 day, 12:09:40, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7961, loss_cls: 1.8195, loss: 1.8195, grad_norm: 5.2738 2021-02-04 20:16:07,310 - mmaction - INFO - Epoch [25][920/3757] lr: 1.000e-02, eta: 1 day, 12:09:22, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7734, loss_cls: 1.8981, loss: 1.8981, grad_norm: 5.2083 2021-02-04 20:16:16,150 - mmaction - INFO - Epoch [25][940/3757] lr: 1.000e-02, eta: 1 day, 12:09:03, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7625, loss_cls: 1.9861, loss: 1.9861, grad_norm: 5.1349 2021-02-04 20:16:25,037 - mmaction - INFO - Epoch [25][960/3757] lr: 1.000e-02, eta: 1 day, 12:08:44, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7875, loss_cls: 1.8930, loss: 1.8930, grad_norm: 5.1585 2021-02-04 20:16:33,947 - mmaction - INFO - Epoch [25][980/3757] lr: 1.000e-02, eta: 1 day, 12:08:27, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7742, loss_cls: 1.9214, loss: 1.9214, grad_norm: 5.3344 2021-02-04 20:16:42,863 - mmaction - INFO - Epoch [25][1000/3757] lr: 1.000e-02, eta: 1 day, 12:08:11, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7953, loss_cls: 1.8262, loss: 1.8262, grad_norm: 5.1596 2021-02-04 20:16:51,818 - mmaction - INFO - Epoch [25][1020/3757] lr: 1.000e-02, eta: 1 day, 12:07:55, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 1.9615, loss: 1.9615, grad_norm: 5.2505 2021-02-04 20:17:00,773 - mmaction - INFO - Epoch [25][1040/3757] lr: 1.000e-02, eta: 1 day, 12:07:40, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7867, loss_cls: 1.8737, loss: 1.8737, grad_norm: 5.2084 2021-02-04 20:17:09,604 - mmaction - INFO - Epoch [25][1060/3757] lr: 1.000e-02, eta: 1 day, 12:07:21, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7617, loss_cls: 1.9447, loss: 1.9447, grad_norm: 5.2589 2021-02-04 20:17:18,488 - mmaction - INFO - Epoch [25][1080/3757] lr: 1.000e-02, eta: 1 day, 12:07:03, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7922, loss_cls: 1.8848, loss: 1.8848, grad_norm: 5.0581 2021-02-04 20:17:27,438 - mmaction - INFO - Epoch [25][1100/3757] lr: 1.000e-02, eta: 1 day, 12:06:47, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.8023, loss_cls: 1.8661, loss: 1.8661, grad_norm: 5.3174 2021-02-04 20:17:36,345 - mmaction - INFO - Epoch [25][1120/3757] lr: 1.000e-02, eta: 1 day, 12:06:30, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7859, loss_cls: 1.9194, loss: 1.9194, grad_norm: 5.1560 2021-02-04 20:17:45,272 - mmaction - INFO - Epoch [25][1140/3757] lr: 1.000e-02, eta: 1 day, 12:06:14, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5203, top5_acc: 0.7711, loss_cls: 1.9882, loss: 1.9882, grad_norm: 5.4538 2021-02-04 20:17:54,115 - mmaction - INFO - Epoch [25][1160/3757] lr: 1.000e-02, eta: 1 day, 12:05:55, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7648, loss_cls: 1.9242, loss: 1.9242, grad_norm: 5.1495 2021-02-04 20:18:03,093 - mmaction - INFO - Epoch [25][1180/3757] lr: 1.000e-02, eta: 1 day, 12:05:41, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7961, loss_cls: 1.8725, loss: 1.8725, grad_norm: 5.0824 2021-02-04 20:18:12,002 - mmaction - INFO - Epoch [25][1200/3757] lr: 1.000e-02, eta: 1 day, 12:05:24, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7781, loss_cls: 1.8637, loss: 1.8637, grad_norm: 5.1147 2021-02-04 20:18:20,880 - mmaction - INFO - Epoch [25][1220/3757] lr: 1.000e-02, eta: 1 day, 12:05:07, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.8023, loss_cls: 1.8190, loss: 1.8190, grad_norm: 5.0974 2021-02-04 20:18:29,761 - mmaction - INFO - Epoch [25][1240/3757] lr: 1.000e-02, eta: 1 day, 12:04:49, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7937, loss_cls: 1.8510, loss: 1.8510, grad_norm: 5.1984 2021-02-04 20:18:38,619 - mmaction - INFO - Epoch [25][1260/3757] lr: 1.000e-02, eta: 1 day, 12:04:31, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8086, loss_cls: 1.7975, loss: 1.7975, grad_norm: 5.3458 2021-02-04 20:18:47,500 - mmaction - INFO - Epoch [25][1280/3757] lr: 1.000e-02, eta: 1 day, 12:04:14, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7797, loss_cls: 1.9216, loss: 1.9216, grad_norm: 5.3033 2021-02-04 20:18:56,404 - mmaction - INFO - Epoch [25][1300/3757] lr: 1.000e-02, eta: 1 day, 12:03:57, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7875, loss_cls: 1.9262, loss: 1.9262, grad_norm: 5.2747 2021-02-04 20:19:05,321 - mmaction - INFO - Epoch [25][1320/3757] lr: 1.000e-02, eta: 1 day, 12:03:41, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7773, loss_cls: 1.9059, loss: 1.9059, grad_norm: 5.1354 2021-02-04 20:19:14,219 - mmaction - INFO - Epoch [25][1340/3757] lr: 1.000e-02, eta: 1 day, 12:03:23, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5281, top5_acc: 0.7977, loss_cls: 1.8654, loss: 1.8654, grad_norm: 5.2509 2021-02-04 20:19:23,072 - mmaction - INFO - Epoch [25][1360/3757] lr: 1.000e-02, eta: 1 day, 12:03:06, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7883, loss_cls: 1.8717, loss: 1.8717, grad_norm: 5.2081 2021-02-04 20:19:31,962 - mmaction - INFO - Epoch [25][1380/3757] lr: 1.000e-02, eta: 1 day, 12:02:49, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5367, top5_acc: 0.7820, loss_cls: 1.9323, loss: 1.9323, grad_norm: 5.2626 2021-02-04 20:19:40,865 - mmaction - INFO - Epoch [25][1400/3757] lr: 1.000e-02, eta: 1 day, 12:02:32, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8102, loss_cls: 1.8085, loss: 1.8085, grad_norm: 5.0831 2021-02-04 20:19:49,742 - mmaction - INFO - Epoch [25][1420/3757] lr: 1.000e-02, eta: 1 day, 12:02:15, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7609, loss_cls: 1.9406, loss: 1.9406, grad_norm: 5.2813 2021-02-04 20:19:58,595 - mmaction - INFO - Epoch [25][1440/3757] lr: 1.000e-02, eta: 1 day, 12:01:57, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7734, loss_cls: 1.8896, loss: 1.8896, grad_norm: 5.3593 2021-02-04 20:20:07,516 - mmaction - INFO - Epoch [25][1460/3757] lr: 1.000e-02, eta: 1 day, 12:01:41, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7836, loss_cls: 1.8596, loss: 1.8596, grad_norm: 5.3042 2021-02-04 20:20:16,371 - mmaction - INFO - Epoch [25][1480/3757] lr: 1.000e-02, eta: 1 day, 12:01:23, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7992, loss_cls: 1.7783, loss: 1.7783, grad_norm: 5.2666 2021-02-04 20:20:25,322 - mmaction - INFO - Epoch [25][1500/3757] lr: 1.000e-02, eta: 1 day, 12:01:09, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7688, loss_cls: 1.9387, loss: 1.9387, grad_norm: 5.3240 2021-02-04 20:20:34,256 - mmaction - INFO - Epoch [25][1520/3757] lr: 1.000e-02, eta: 1 day, 12:00:53, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7906, loss_cls: 1.9002, loss: 1.9002, grad_norm: 5.2285 2021-02-04 20:20:43,186 - mmaction - INFO - Epoch [25][1540/3757] lr: 1.000e-02, eta: 1 day, 12:00:38, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5273, top5_acc: 0.7516, loss_cls: 2.0687, loss: 2.0687, grad_norm: 5.3069 2021-02-04 20:20:52,104 - mmaction - INFO - Epoch [25][1560/3757] lr: 1.000e-02, eta: 1 day, 12:00:22, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7805, loss_cls: 1.8881, loss: 1.8881, grad_norm: 5.2102 2021-02-04 20:21:01,005 - mmaction - INFO - Epoch [25][1580/3757] lr: 1.000e-02, eta: 1 day, 12:00:06, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7844, loss_cls: 1.8669, loss: 1.8669, grad_norm: 5.0184 2021-02-04 20:21:09,933 - mmaction - INFO - Epoch [25][1600/3757] lr: 1.000e-02, eta: 1 day, 11:59:50, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7828, loss_cls: 1.9009, loss: 1.9009, grad_norm: 5.2260 2021-02-04 20:21:18,867 - mmaction - INFO - Epoch [25][1620/3757] lr: 1.000e-02, eta: 1 day, 11:59:35, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7844, loss_cls: 1.9040, loss: 1.9040, grad_norm: 5.1165 2021-02-04 20:21:27,818 - mmaction - INFO - Epoch [25][1640/3757] lr: 1.000e-02, eta: 1 day, 11:59:20, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7820, loss_cls: 1.9181, loss: 1.9181, grad_norm: 5.1584 2021-02-04 20:21:36,741 - mmaction - INFO - Epoch [25][1660/3757] lr: 1.000e-02, eta: 1 day, 11:59:05, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7758, loss_cls: 1.9268, loss: 1.9268, grad_norm: 5.2616 2021-02-04 20:21:45,594 - mmaction - INFO - Epoch [25][1680/3757] lr: 1.000e-02, eta: 1 day, 11:58:47, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5266, top5_acc: 0.7500, loss_cls: 2.0752, loss: 2.0752, grad_norm: 5.3804 2021-02-04 20:21:54,555 - mmaction - INFO - Epoch [25][1700/3757] lr: 1.000e-02, eta: 1 day, 11:58:33, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7836, loss_cls: 1.8977, loss: 1.8977, grad_norm: 5.4293 2021-02-04 20:22:03,414 - mmaction - INFO - Epoch [25][1720/3757] lr: 1.000e-02, eta: 1 day, 11:58:16, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7922, loss_cls: 1.8446, loss: 1.8446, grad_norm: 5.2047 2021-02-04 20:22:12,390 - mmaction - INFO - Epoch [25][1740/3757] lr: 1.000e-02, eta: 1 day, 11:58:02, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7703, loss_cls: 1.8671, loss: 1.8671, grad_norm: 5.0255 2021-02-04 20:22:21,322 - mmaction - INFO - Epoch [25][1760/3757] lr: 1.000e-02, eta: 1 day, 11:57:47, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7859, loss_cls: 1.8376, loss: 1.8376, grad_norm: 5.1675 2021-02-04 20:22:30,230 - mmaction - INFO - Epoch [25][1780/3757] lr: 1.000e-02, eta: 1 day, 11:57:31, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7922, loss_cls: 1.8586, loss: 1.8586, grad_norm: 5.1647 2021-02-04 20:22:39,238 - mmaction - INFO - Epoch [25][1800/3757] lr: 1.000e-02, eta: 1 day, 11:57:19, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.7981, loss: 1.7981, grad_norm: 5.0697 2021-02-04 20:22:48,148 - mmaction - INFO - Epoch [25][1820/3757] lr: 1.000e-02, eta: 1 day, 11:57:03, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7852, loss_cls: 1.8748, loss: 1.8748, grad_norm: 5.2571 2021-02-04 20:22:57,034 - mmaction - INFO - Epoch [25][1840/3757] lr: 1.000e-02, eta: 1 day, 11:56:47, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7937, loss_cls: 1.8654, loss: 1.8654, grad_norm: 5.1773 2021-02-04 20:23:05,929 - mmaction - INFO - Epoch [25][1860/3757] lr: 1.000e-02, eta: 1 day, 11:56:31, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7852, loss_cls: 1.8914, loss: 1.8914, grad_norm: 5.2739 2021-02-04 20:23:14,828 - mmaction - INFO - Epoch [25][1880/3757] lr: 1.000e-02, eta: 1 day, 11:56:15, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7656, loss_cls: 1.9410, loss: 1.9410, grad_norm: 5.2697 2021-02-04 20:23:23,663 - mmaction - INFO - Epoch [25][1900/3757] lr: 1.000e-02, eta: 1 day, 11:55:57, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7719, loss_cls: 1.9026, loss: 1.9026, grad_norm: 5.3350 2021-02-04 20:23:32,602 - mmaction - INFO - Epoch [25][1920/3757] lr: 1.000e-02, eta: 1 day, 11:55:43, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7930, loss_cls: 1.8556, loss: 1.8556, grad_norm: 5.2130 2021-02-04 20:23:41,490 - mmaction - INFO - Epoch [25][1940/3757] lr: 1.000e-02, eta: 1 day, 11:55:26, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7828, loss_cls: 1.9297, loss: 1.9297, grad_norm: 5.3678 2021-02-04 20:23:50,389 - mmaction - INFO - Epoch [25][1960/3757] lr: 1.000e-02, eta: 1 day, 11:55:10, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7656, loss_cls: 1.9389, loss: 1.9389, grad_norm: 5.1463 2021-02-04 20:23:59,302 - mmaction - INFO - Epoch [25][1980/3757] lr: 1.000e-02, eta: 1 day, 11:54:55, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7633, loss_cls: 1.9328, loss: 1.9328, grad_norm: 5.2726 2021-02-04 20:24:08,247 - mmaction - INFO - Epoch [25][2000/3757] lr: 1.000e-02, eta: 1 day, 11:54:41, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7922, loss_cls: 1.8767, loss: 1.8767, grad_norm: 5.2291 2021-02-04 20:24:17,099 - mmaction - INFO - Epoch [25][2020/3757] lr: 1.000e-02, eta: 1 day, 11:54:24, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7688, loss_cls: 1.9189, loss: 1.9189, grad_norm: 5.2336 2021-02-04 20:24:26,007 - mmaction - INFO - Epoch [25][2040/3757] lr: 1.000e-02, eta: 1 day, 11:54:09, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7797, loss_cls: 1.8947, loss: 1.8947, grad_norm: 5.2402 2021-02-04 20:24:34,866 - mmaction - INFO - Epoch [25][2060/3757] lr: 1.000e-02, eta: 1 day, 11:53:52, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7898, loss_cls: 1.8624, loss: 1.8624, grad_norm: 5.2219 2021-02-04 20:24:43,754 - mmaction - INFO - Epoch [25][2080/3757] lr: 1.000e-02, eta: 1 day, 11:53:36, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7898, loss_cls: 1.8400, loss: 1.8400, grad_norm: 5.0819 2021-02-04 20:24:52,729 - mmaction - INFO - Epoch [25][2100/3757] lr: 1.000e-02, eta: 1 day, 11:53:22, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7945, loss_cls: 1.8318, loss: 1.8318, grad_norm: 5.1523 2021-02-04 20:25:04,894 - mmaction - INFO - Epoch [25][2120/3757] lr: 1.000e-02, eta: 1 day, 11:54:43, time: 0.609, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7828, loss_cls: 1.9045, loss: 1.9045, grad_norm: 5.3954 2021-02-04 20:25:13,816 - mmaction - INFO - Epoch [25][2140/3757] lr: 1.000e-02, eta: 1 day, 11:54:28, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7789, loss_cls: 1.9312, loss: 1.9312, grad_norm: 5.3115 2021-02-04 20:25:22,742 - mmaction - INFO - Epoch [25][2160/3757] lr: 1.000e-02, eta: 1 day, 11:54:13, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5336, top5_acc: 0.7656, loss_cls: 1.9744, loss: 1.9744, grad_norm: 5.2130 2021-02-04 20:25:31,671 - mmaction - INFO - Epoch [25][2180/3757] lr: 1.000e-02, eta: 1 day, 11:53:58, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.8956, loss: 1.8956, grad_norm: 5.2515 2021-02-04 20:25:40,589 - mmaction - INFO - Epoch [25][2200/3757] lr: 1.000e-02, eta: 1 day, 11:53:43, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.8094, loss_cls: 1.8181, loss: 1.8181, grad_norm: 5.2587 2021-02-04 20:25:49,453 - mmaction - INFO - Epoch [25][2220/3757] lr: 1.000e-02, eta: 1 day, 11:53:27, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7750, loss_cls: 1.9519, loss: 1.9519, grad_norm: 5.2371 2021-02-04 20:25:58,379 - mmaction - INFO - Epoch [25][2240/3757] lr: 1.000e-02, eta: 1 day, 11:53:12, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5320, top5_acc: 0.7773, loss_cls: 1.9340, loss: 1.9340, grad_norm: 5.2512 2021-02-04 20:26:07,295 - mmaction - INFO - Epoch [25][2260/3757] lr: 1.000e-02, eta: 1 day, 11:52:56, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7750, loss_cls: 1.9117, loss: 1.9117, grad_norm: 5.2519 2021-02-04 20:26:16,239 - mmaction - INFO - Epoch [25][2280/3757] lr: 1.000e-02, eta: 1 day, 11:52:43, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7953, loss_cls: 1.8769, loss: 1.8769, grad_norm: 5.3700 2021-02-04 20:26:25,415 - mmaction - INFO - Epoch [25][2300/3757] lr: 1.000e-02, eta: 1 day, 11:52:35, time: 0.459, data_time: 0.015, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7883, loss_cls: 1.8443, loss: 1.8443, grad_norm: 5.2516 2021-02-04 20:26:34,260 - mmaction - INFO - Epoch [25][2320/3757] lr: 1.000e-02, eta: 1 day, 11:52:18, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5367, top5_acc: 0.7820, loss_cls: 1.9416, loss: 1.9416, grad_norm: 5.4421 2021-02-04 20:26:43,147 - mmaction - INFO - Epoch [25][2340/3757] lr: 1.000e-02, eta: 1 day, 11:52:02, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7977, loss_cls: 1.8332, loss: 1.8332, grad_norm: 5.1722 2021-02-04 20:26:52,073 - mmaction - INFO - Epoch [25][2360/3757] lr: 1.000e-02, eta: 1 day, 11:51:47, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7836, loss_cls: 1.8869, loss: 1.8869, grad_norm: 5.3490 2021-02-04 20:27:01,004 - mmaction - INFO - Epoch [25][2380/3757] lr: 1.000e-02, eta: 1 day, 11:51:33, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7781, loss_cls: 1.8891, loss: 1.8891, grad_norm: 5.3357 2021-02-04 20:27:09,953 - mmaction - INFO - Epoch [25][2400/3757] lr: 1.000e-02, eta: 1 day, 11:51:19, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5250, top5_acc: 0.7578, loss_cls: 2.0559, loss: 2.0559, grad_norm: 5.4696 2021-02-04 20:27:18,846 - mmaction - INFO - Epoch [25][2420/3757] lr: 1.000e-02, eta: 1 day, 11:51:03, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5328, top5_acc: 0.7805, loss_cls: 1.9357, loss: 1.9357, grad_norm: 5.2547 2021-02-04 20:27:27,785 - mmaction - INFO - Epoch [25][2440/3757] lr: 1.000e-02, eta: 1 day, 11:50:49, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.9170, loss: 1.9170, grad_norm: 5.2700 2021-02-04 20:27:36,676 - mmaction - INFO - Epoch [25][2460/3757] lr: 1.000e-02, eta: 1 day, 11:50:34, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.8645, loss: 1.8645, grad_norm: 5.2884 2021-02-04 20:27:45,577 - mmaction - INFO - Epoch [25][2480/3757] lr: 1.000e-02, eta: 1 day, 11:50:18, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7711, loss_cls: 1.9270, loss: 1.9270, grad_norm: 5.2982 2021-02-04 20:27:54,477 - mmaction - INFO - Epoch [25][2500/3757] lr: 1.000e-02, eta: 1 day, 11:50:03, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7766, loss_cls: 1.9398, loss: 1.9398, grad_norm: 5.3286 2021-02-04 20:28:03,411 - mmaction - INFO - Epoch [25][2520/3757] lr: 1.000e-02, eta: 1 day, 11:49:49, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5273, top5_acc: 0.7805, loss_cls: 1.9122, loss: 1.9122, grad_norm: 5.4053 2021-02-04 20:28:12,253 - mmaction - INFO - Epoch [25][2540/3757] lr: 1.000e-02, eta: 1 day, 11:49:32, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.8039, loss_cls: 1.7982, loss: 1.7982, grad_norm: 5.0650 2021-02-04 20:28:21,155 - mmaction - INFO - Epoch [25][2560/3757] lr: 1.000e-02, eta: 1 day, 11:49:17, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7836, loss_cls: 1.8679, loss: 1.8679, grad_norm: 5.1666 2021-02-04 20:28:30,084 - mmaction - INFO - Epoch [25][2580/3757] lr: 1.000e-02, eta: 1 day, 11:49:03, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7664, loss_cls: 1.9578, loss: 1.9578, grad_norm: 5.0160 2021-02-04 20:29:14,762 - mmaction - INFO - Epoch [25][2600/3757] lr: 1.000e-02, eta: 1 day, 12:05:28, time: 2.234, data_time: 1.782, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7867, loss_cls: 1.8183, loss: 1.8183, grad_norm: 4.8802 2021-02-04 20:29:23,582 - mmaction - INFO - Epoch [25][2620/3757] lr: 1.000e-02, eta: 1 day, 12:05:09, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7797, loss_cls: 1.9097, loss: 1.9097, grad_norm: 5.1027 2021-02-04 20:29:56,709 - mmaction - INFO - Epoch [25][2640/3757] lr: 1.000e-02, eta: 1 day, 12:16:07, time: 1.656, data_time: 0.000, memory: 7141, top1_acc: 0.5195, top5_acc: 0.7758, loss_cls: 1.9867, loss: 1.9867, grad_norm: 5.3742 2021-02-04 20:30:15,972 - mmaction - INFO - Epoch [25][2660/3757] lr: 1.000e-02, eta: 1 day, 12:20:36, time: 0.962, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7977, loss_cls: 1.8244, loss: 1.8244, grad_norm: 5.0600 2021-02-04 20:30:28,223 - mmaction - INFO - Epoch [25][2680/3757] lr: 1.000e-02, eta: 1 day, 12:21:51, time: 0.614, data_time: 0.001, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7789, loss_cls: 1.9822, loss: 1.9822, grad_norm: 5.2757 2021-02-04 20:30:37,040 - mmaction - INFO - Epoch [25][2700/3757] lr: 1.000e-02, eta: 1 day, 12:21:29, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7867, loss_cls: 1.8809, loss: 1.8809, grad_norm: 5.0626 2021-02-04 20:30:56,576 - mmaction - INFO - Epoch [25][2720/3757] lr: 1.000e-02, eta: 1 day, 12:26:04, time: 0.976, data_time: 0.537, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7750, loss_cls: 1.9277, loss: 1.9277, grad_norm: 5.1958 2021-02-04 20:31:05,435 - mmaction - INFO - Epoch [25][2740/3757] lr: 1.000e-02, eta: 1 day, 12:25:43, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5352, top5_acc: 0.7750, loss_cls: 1.9954, loss: 1.9954, grad_norm: 5.3968 2021-02-04 20:31:33,249 - mmaction - INFO - Epoch [25][2760/3757] lr: 1.000e-02, eta: 1 day, 12:34:04, time: 1.390, data_time: 0.944, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7781, loss_cls: 1.9216, loss: 1.9216, grad_norm: 5.1987 2021-02-04 20:31:55,312 - mmaction - INFO - Epoch [25][2780/3757] lr: 1.000e-02, eta: 1 day, 12:39:45, time: 1.104, data_time: 0.001, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7688, loss_cls: 1.9882, loss: 1.9882, grad_norm: 4.9663 2021-02-04 20:32:04,149 - mmaction - INFO - Epoch [25][2800/3757] lr: 1.000e-02, eta: 1 day, 12:39:22, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7828, loss_cls: 1.8758, loss: 1.8758, grad_norm: 5.0072 2021-02-04 20:32:28,380 - mmaction - INFO - Epoch [25][2820/3757] lr: 1.000e-02, eta: 1 day, 12:46:00, time: 1.211, data_time: 0.000, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7742, loss_cls: 1.8897, loss: 1.8897, grad_norm: 5.2921 2021-02-04 20:32:37,183 - mmaction - INFO - Epoch [25][2840/3757] lr: 1.000e-02, eta: 1 day, 12:45:35, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5375, top5_acc: 0.7805, loss_cls: 1.9340, loss: 1.9340, grad_norm: 5.2666 2021-02-04 20:32:57,564 - mmaction - INFO - Epoch [25][2860/3757] lr: 1.000e-02, eta: 1 day, 12:50:27, time: 1.020, data_time: 0.568, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7719, loss_cls: 1.9576, loss: 1.9576, grad_norm: 5.0694 2021-02-04 20:33:08,394 - mmaction - INFO - Epoch [25][2880/3757] lr: 1.000e-02, eta: 1 day, 12:50:57, time: 0.542, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7781, loss_cls: 1.8944, loss: 1.8944, grad_norm: 4.9531 2021-02-04 20:33:17,148 - mmaction - INFO - Epoch [25][2900/3757] lr: 1.000e-02, eta: 1 day, 12:50:30, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.5344, top5_acc: 0.7867, loss_cls: 1.9037, loss: 1.9037, grad_norm: 5.1737 2021-02-04 20:33:46,621 - mmaction - INFO - Epoch [25][2920/3757] lr: 1.000e-02, eta: 1 day, 12:59:25, time: 1.473, data_time: 1.028, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7937, loss_cls: 1.8875, loss: 1.8875, grad_norm: 5.1423 2021-02-04 20:34:14,061 - mmaction - INFO - Epoch [25][2940/3757] lr: 1.000e-02, eta: 1 day, 13:07:22, time: 1.372, data_time: 0.919, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.8901, loss: 1.8901, grad_norm: 5.0494 2021-02-04 20:34:22,847 - mmaction - INFO - Epoch [25][2960/3757] lr: 1.000e-02, eta: 1 day, 13:06:55, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7969, loss_cls: 1.8486, loss: 1.8486, grad_norm: 5.0528 2021-02-04 20:34:50,329 - mmaction - INFO - Epoch [25][2980/3757] lr: 1.000e-02, eta: 1 day, 13:14:51, time: 1.374, data_time: 0.127, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7633, loss_cls: 1.9755, loss: 1.9755, grad_norm: 5.2742 2021-02-04 20:34:59,415 - mmaction - INFO - Epoch [25][3000/3757] lr: 1.000e-02, eta: 1 day, 13:14:30, time: 0.454, data_time: 0.014, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7898, loss_cls: 1.8712, loss: 1.8712, grad_norm: 5.0281 2021-02-04 20:35:08,181 - mmaction - INFO - Epoch [25][3020/3757] lr: 1.000e-02, eta: 1 day, 13:14:01, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8016, loss_cls: 1.7741, loss: 1.7741, grad_norm: 5.1328 2021-02-04 20:35:17,104 - mmaction - INFO - Epoch [25][3040/3757] lr: 1.000e-02, eta: 1 day, 13:13:36, time: 0.446, data_time: 0.004, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7766, loss_cls: 1.9424, loss: 1.9424, grad_norm: 5.4021 2021-02-04 20:36:06,004 - mmaction - INFO - Epoch [25][3060/3757] lr: 1.000e-02, eta: 1 day, 13:31:00, time: 2.446, data_time: 0.001, memory: 7141, top1_acc: 0.5344, top5_acc: 0.7742, loss_cls: 1.9211, loss: 1.9211, grad_norm: 5.2724 2021-02-04 20:36:42,448 - mmaction - INFO - Epoch [25][3080/3757] lr: 1.000e-02, eta: 1 day, 13:42:47, time: 1.822, data_time: 0.080, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7898, loss_cls: 1.8341, loss: 1.8341, grad_norm: 5.1436 2021-02-04 20:37:21,651 - mmaction - INFO - Epoch [25][3100/3757] lr: 1.000e-02, eta: 1 day, 13:55:45, time: 1.960, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7945, loss_cls: 1.8622, loss: 1.8622, grad_norm: 5.2941 2021-02-04 20:37:31,748 - mmaction - INFO - Epoch [25][3120/3757] lr: 1.000e-02, eta: 1 day, 13:55:46, time: 0.505, data_time: 0.001, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7734, loss_cls: 1.9722, loss: 1.9722, grad_norm: 5.2182 2021-02-04 20:37:40,544 - mmaction - INFO - Epoch [25][3140/3757] lr: 1.000e-02, eta: 1 day, 13:55:14, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7797, loss_cls: 1.9143, loss: 1.9143, grad_norm: 5.2510 2021-02-04 20:37:49,359 - mmaction - INFO - Epoch [25][3160/3757] lr: 1.000e-02, eta: 1 day, 13:54:42, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7703, loss_cls: 1.9592, loss: 1.9592, grad_norm: 5.1665 2021-02-04 20:37:58,173 - mmaction - INFO - Epoch [25][3180/3757] lr: 1.000e-02, eta: 1 day, 13:54:09, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7852, loss_cls: 1.8744, loss: 1.8744, grad_norm: 5.1681 2021-02-04 20:38:06,960 - mmaction - INFO - Epoch [25][3200/3757] lr: 1.000e-02, eta: 1 day, 13:53:36, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5289, top5_acc: 0.7656, loss_cls: 1.9443, loss: 1.9443, grad_norm: 5.2443 2021-02-04 20:38:15,758 - mmaction - INFO - Epoch [25][3220/3757] lr: 1.000e-02, eta: 1 day, 13:53:04, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7789, loss_cls: 1.8629, loss: 1.8629, grad_norm: 5.2154 2021-02-04 20:38:24,655 - mmaction - INFO - Epoch [25][3240/3757] lr: 1.000e-02, eta: 1 day, 13:52:34, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7836, loss_cls: 1.9283, loss: 1.9283, grad_norm: 5.1605 2021-02-04 20:38:33,488 - mmaction - INFO - Epoch [25][3260/3757] lr: 1.000e-02, eta: 1 day, 13:52:03, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7750, loss_cls: 1.9161, loss: 1.9161, grad_norm: 5.2564 2021-02-04 20:38:58,143 - mmaction - INFO - Epoch [25][3280/3757] lr: 1.000e-02, eta: 1 day, 13:58:26, time: 1.233, data_time: 0.792, memory: 7141, top1_acc: 0.5328, top5_acc: 0.7734, loss_cls: 1.9251, loss: 1.9251, grad_norm: 5.2418 2021-02-04 20:39:09,209 - mmaction - INFO - Epoch [25][3300/3757] lr: 1.000e-02, eta: 1 day, 13:58:52, time: 0.553, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7742, loss_cls: 1.9035, loss: 1.9035, grad_norm: 5.0764 2021-02-04 20:39:18,047 - mmaction - INFO - Epoch [25][3320/3757] lr: 1.000e-02, eta: 1 day, 13:58:20, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5297, top5_acc: 0.7906, loss_cls: 1.9512, loss: 1.9512, grad_norm: 5.2404 2021-02-04 20:39:26,827 - mmaction - INFO - Epoch [25][3340/3757] lr: 1.000e-02, eta: 1 day, 13:57:47, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7852, loss_cls: 1.8334, loss: 1.8334, grad_norm: 4.9674 2021-02-04 20:39:35,643 - mmaction - INFO - Epoch [25][3360/3757] lr: 1.000e-02, eta: 1 day, 13:57:14, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7852, loss_cls: 1.8889, loss: 1.8889, grad_norm: 5.1059 2021-02-04 20:39:44,532 - mmaction - INFO - Epoch [25][3380/3757] lr: 1.000e-02, eta: 1 day, 13:56:44, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7891, loss_cls: 1.8384, loss: 1.8384, grad_norm: 4.9846 2021-02-04 20:39:53,383 - mmaction - INFO - Epoch [25][3400/3757] lr: 1.000e-02, eta: 1 day, 13:56:13, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7891, loss_cls: 1.9282, loss: 1.9282, grad_norm: 5.3343 2021-02-04 20:40:02,321 - mmaction - INFO - Epoch [25][3420/3757] lr: 1.000e-02, eta: 1 day, 13:55:44, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7781, loss_cls: 1.9004, loss: 1.9004, grad_norm: 5.2793 2021-02-04 20:40:29,102 - mmaction - INFO - Epoch [25][3440/3757] lr: 1.000e-02, eta: 1 day, 14:02:55, time: 1.339, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7719, loss_cls: 1.9590, loss: 1.9590, grad_norm: 5.2524 2021-02-04 20:40:37,899 - mmaction - INFO - Epoch [25][3460/3757] lr: 1.000e-02, eta: 1 day, 14:02:21, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7617, loss_cls: 1.9457, loss: 1.9457, grad_norm: 5.2246 2021-02-04 20:40:46,696 - mmaction - INFO - Epoch [25][3480/3757] lr: 1.000e-02, eta: 1 day, 14:01:48, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7703, loss_cls: 1.9642, loss: 1.9642, grad_norm: 5.2473 2021-02-04 20:40:56,482 - mmaction - INFO - Epoch [25][3500/3757] lr: 1.000e-02, eta: 1 day, 14:01:41, time: 0.490, data_time: 0.001, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7773, loss_cls: 1.8864, loss: 1.8864, grad_norm: 5.2358 2021-02-04 20:41:05,284 - mmaction - INFO - Epoch [25][3520/3757] lr: 1.000e-02, eta: 1 day, 14:01:08, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7805, loss_cls: 1.8338, loss: 1.8338, grad_norm: 5.1453 2021-02-04 20:41:29,358 - mmaction - INFO - Epoch [25][3540/3757] lr: 1.000e-02, eta: 1 day, 14:07:04, time: 1.203, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7977, loss_cls: 1.8354, loss: 1.8354, grad_norm: 5.3292 2021-02-04 20:41:38,215 - mmaction - INFO - Epoch [25][3560/3757] lr: 1.000e-02, eta: 1 day, 14:06:32, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7797, loss_cls: 1.9143, loss: 1.9143, grad_norm: 5.2849 2021-02-04 20:41:47,089 - mmaction - INFO - Epoch [25][3580/3757] lr: 1.000e-02, eta: 1 day, 14:06:01, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7914, loss_cls: 1.8537, loss: 1.8537, grad_norm: 5.1496 2021-02-04 20:41:55,960 - mmaction - INFO - Epoch [25][3600/3757] lr: 1.000e-02, eta: 1 day, 14:05:29, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.8000, loss_cls: 1.8292, loss: 1.8292, grad_norm: 5.1572 2021-02-04 20:42:04,758 - mmaction - INFO - Epoch [25][3620/3757] lr: 1.000e-02, eta: 1 day, 14:04:56, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7805, loss_cls: 1.9436, loss: 1.9436, grad_norm: 5.4153 2021-02-04 20:42:34,544 - mmaction - INFO - Epoch [25][3640/3757] lr: 1.000e-02, eta: 1 day, 14:13:13, time: 1.489, data_time: 1.038, memory: 7141, top1_acc: 0.5352, top5_acc: 0.7961, loss_cls: 1.8905, loss: 1.8905, grad_norm: 5.2621 2021-02-04 20:42:43,315 - mmaction - INFO - Epoch [25][3660/3757] lr: 1.000e-02, eta: 1 day, 14:12:39, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7594, loss_cls: 1.9446, loss: 1.9446, grad_norm: 5.3067 2021-02-04 20:43:13,416 - mmaction - INFO - Epoch [25][3680/3757] lr: 1.000e-02, eta: 1 day, 14:21:01, time: 1.505, data_time: 0.001, memory: 7141, top1_acc: 0.5359, top5_acc: 0.7492, loss_cls: 1.9700, loss: 1.9700, grad_norm: 5.2337 2021-02-04 20:43:22,218 - mmaction - INFO - Epoch [25][3700/3757] lr: 1.000e-02, eta: 1 day, 14:20:26, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7773, loss_cls: 1.9593, loss: 1.9593, grad_norm: 5.1795 2021-02-04 20:43:31,054 - mmaction - INFO - Epoch [25][3720/3757] lr: 1.000e-02, eta: 1 day, 14:19:52, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7789, loss_cls: 1.9486, loss: 1.9486, grad_norm: 5.1990 2021-02-04 20:43:56,936 - mmaction - INFO - Epoch [25][3740/3757] lr: 1.000e-02, eta: 1 day, 14:26:25, time: 1.295, data_time: 0.814, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7672, loss_cls: 2.0095, loss: 2.0095, grad_norm: 5.2164 2021-02-04 20:44:06,238 - mmaction - INFO - Saving checkpoint at 25 epochs 2021-02-04 20:44:56,897 - mmaction - INFO - Epoch [26][20/3757] lr: 1.000e-02, eta: 1 day, 14:39:16, time: 2.488, data_time: 2.025, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8055, loss_cls: 1.7279, loss: 1.7279, grad_norm: 4.9559 2021-02-04 20:45:05,770 - mmaction - INFO - Epoch [26][40/3757] lr: 1.000e-02, eta: 1 day, 14:38:41, time: 0.444, data_time: 0.004, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8031, loss_cls: 1.7868, loss: 1.7868, grad_norm: 5.0969 2021-02-04 20:45:14,575 - mmaction - INFO - Epoch [26][60/3757] lr: 1.000e-02, eta: 1 day, 14:38:04, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7812, loss_cls: 1.8924, loss: 1.8924, grad_norm: 5.1245 2021-02-04 20:45:23,433 - mmaction - INFO - Epoch [26][80/3757] lr: 1.000e-02, eta: 1 day, 14:37:29, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7711, loss_cls: 1.8539, loss: 1.8539, grad_norm: 5.1389 2021-02-04 20:45:32,253 - mmaction - INFO - Epoch [26][100/3757] lr: 1.000e-02, eta: 1 day, 14:36:53, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7922, loss_cls: 1.8476, loss: 1.8476, grad_norm: 5.1551 2021-02-04 20:45:41,056 - mmaction - INFO - Epoch [26][120/3757] lr: 1.000e-02, eta: 1 day, 14:36:17, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7930, loss_cls: 1.8642, loss: 1.8642, grad_norm: 5.2441 2021-02-04 20:45:49,917 - mmaction - INFO - Epoch [26][140/3757] lr: 1.000e-02, eta: 1 day, 14:35:42, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7898, loss_cls: 1.8442, loss: 1.8442, grad_norm: 5.2185 2021-02-04 20:45:58,736 - mmaction - INFO - Epoch [26][160/3757] lr: 1.000e-02, eta: 1 day, 14:35:06, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7937, loss_cls: 1.8231, loss: 1.8231, grad_norm: 5.2718 2021-02-04 20:46:07,628 - mmaction - INFO - Epoch [26][180/3757] lr: 1.000e-02, eta: 1 day, 14:34:33, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7875, loss_cls: 1.8741, loss: 1.8741, grad_norm: 5.2765 2021-02-04 20:46:16,502 - mmaction - INFO - Epoch [26][200/3757] lr: 1.000e-02, eta: 1 day, 14:33:59, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7781, loss_cls: 1.8562, loss: 1.8562, grad_norm: 5.3175 2021-02-04 20:46:25,385 - mmaction - INFO - Epoch [26][220/3757] lr: 1.000e-02, eta: 1 day, 14:33:25, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7641, loss_cls: 1.9412, loss: 1.9412, grad_norm: 5.1466 2021-02-04 20:46:34,318 - mmaction - INFO - Epoch [26][240/3757] lr: 1.000e-02, eta: 1 day, 14:32:52, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7852, loss_cls: 1.8513, loss: 1.8513, grad_norm: 5.3102 2021-02-04 20:46:43,194 - mmaction - INFO - Epoch [26][260/3757] lr: 1.000e-02, eta: 1 day, 14:32:18, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7820, loss_cls: 1.8581, loss: 1.8581, grad_norm: 5.0979 2021-02-04 20:46:52,147 - mmaction - INFO - Epoch [26][280/3757] lr: 1.000e-02, eta: 1 day, 14:31:46, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7883, loss_cls: 1.8776, loss: 1.8776, grad_norm: 5.0829 2021-02-04 20:47:01,065 - mmaction - INFO - Epoch [26][300/3757] lr: 1.000e-02, eta: 1 day, 14:31:14, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7984, loss_cls: 1.8439, loss: 1.8439, grad_norm: 5.1633 2021-02-04 20:47:09,905 - mmaction - INFO - Epoch [26][320/3757] lr: 1.000e-02, eta: 1 day, 14:30:39, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7953, loss_cls: 1.8368, loss: 1.8368, grad_norm: 5.3333 2021-02-04 20:47:18,780 - mmaction - INFO - Epoch [26][340/3757] lr: 1.000e-02, eta: 1 day, 14:30:06, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7945, loss_cls: 1.8088, loss: 1.8088, grad_norm: 5.0119 2021-02-04 20:47:27,672 - mmaction - INFO - Epoch [26][360/3757] lr: 1.000e-02, eta: 1 day, 14:29:33, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7836, loss_cls: 1.8573, loss: 1.8573, grad_norm: 5.1503 2021-02-04 20:47:36,521 - mmaction - INFO - Epoch [26][380/3757] lr: 1.000e-02, eta: 1 day, 14:28:59, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7883, loss_cls: 1.8399, loss: 1.8399, grad_norm: 5.2675 2021-02-04 20:47:45,380 - mmaction - INFO - Epoch [26][400/3757] lr: 1.000e-02, eta: 1 day, 14:28:25, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7945, loss_cls: 1.9063, loss: 1.9063, grad_norm: 5.2177 2021-02-04 20:47:54,301 - mmaction - INFO - Epoch [26][420/3757] lr: 1.000e-02, eta: 1 day, 14:27:53, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7797, loss_cls: 1.9217, loss: 1.9217, grad_norm: 5.2429 2021-02-04 20:48:03,126 - mmaction - INFO - Epoch [26][440/3757] lr: 1.000e-02, eta: 1 day, 14:27:19, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7805, loss_cls: 1.8168, loss: 1.8168, grad_norm: 5.1460 2021-02-04 20:48:11,989 - mmaction - INFO - Epoch [26][460/3757] lr: 1.000e-02, eta: 1 day, 14:26:45, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7805, loss_cls: 1.8711, loss: 1.8711, grad_norm: 5.1357 2021-02-04 20:48:20,892 - mmaction - INFO - Epoch [26][480/3757] lr: 1.000e-02, eta: 1 day, 14:26:13, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7914, loss_cls: 1.8355, loss: 1.8355, grad_norm: 5.1312 2021-02-04 20:48:29,795 - mmaction - INFO - Epoch [26][500/3757] lr: 1.000e-02, eta: 1 day, 14:25:41, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7852, loss_cls: 1.8724, loss: 1.8724, grad_norm: 5.3435 2021-02-04 20:48:38,740 - mmaction - INFO - Epoch [26][520/3757] lr: 1.000e-02, eta: 1 day, 14:25:10, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.8842, loss: 1.8842, grad_norm: 5.3239 2021-02-04 20:48:47,656 - mmaction - INFO - Epoch [26][540/3757] lr: 1.000e-02, eta: 1 day, 14:24:38, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7820, loss_cls: 1.8559, loss: 1.8559, grad_norm: 5.3163 2021-02-04 20:48:56,627 - mmaction - INFO - Epoch [26][560/3757] lr: 1.000e-02, eta: 1 day, 14:24:08, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7781, loss_cls: 1.8670, loss: 1.8670, grad_norm: 5.3621 2021-02-04 20:49:05,512 - mmaction - INFO - Epoch [26][580/3757] lr: 1.000e-02, eta: 1 day, 14:23:35, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7953, loss_cls: 1.8063, loss: 1.8063, grad_norm: 5.2317 2021-02-04 20:49:14,430 - mmaction - INFO - Epoch [26][600/3757] lr: 1.000e-02, eta: 1 day, 14:23:04, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7984, loss_cls: 1.8217, loss: 1.8217, grad_norm: 5.3079 2021-02-04 20:49:23,349 - mmaction - INFO - Epoch [26][620/3757] lr: 1.000e-02, eta: 1 day, 14:22:32, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7773, loss_cls: 1.9103, loss: 1.9103, grad_norm: 5.2212 2021-02-04 20:49:32,281 - mmaction - INFO - Epoch [26][640/3757] lr: 1.000e-02, eta: 1 day, 14:22:02, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7734, loss_cls: 1.9202, loss: 1.9202, grad_norm: 5.0458 2021-02-04 20:49:41,230 - mmaction - INFO - Epoch [26][660/3757] lr: 1.000e-02, eta: 1 day, 14:21:31, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7922, loss_cls: 1.8500, loss: 1.8500, grad_norm: 5.1470 2021-02-04 20:49:58,313 - mmaction - INFO - Epoch [26][680/3757] lr: 1.000e-02, eta: 1 day, 14:24:12, time: 0.854, data_time: 0.409, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7805, loss_cls: 1.9224, loss: 1.9224, grad_norm: 5.1306 2021-02-04 20:50:08,236 - mmaction - INFO - Epoch [26][700/3757] lr: 1.000e-02, eta: 1 day, 14:24:04, time: 0.496, data_time: 0.053, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7977, loss_cls: 1.7582, loss: 1.7582, grad_norm: 5.0850 2021-02-04 20:50:17,053 - mmaction - INFO - Epoch [26][720/3757] lr: 1.000e-02, eta: 1 day, 14:23:31, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8008, loss_cls: 1.7884, loss: 1.7884, grad_norm: 5.1646 2021-02-04 20:50:49,871 - mmaction - INFO - Epoch [26][740/3757] lr: 1.000e-02, eta: 1 day, 14:32:18, time: 1.640, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8094, loss_cls: 1.7220, loss: 1.7220, grad_norm: 5.1579 2021-02-04 20:51:24,231 - mmaction - INFO - Epoch [26][760/3757] lr: 1.000e-02, eta: 1 day, 14:41:41, time: 1.719, data_time: 0.001, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7906, loss_cls: 1.8987, loss: 1.8987, grad_norm: 5.2497 2021-02-04 20:51:50,392 - mmaction - INFO - Epoch [26][780/3757] lr: 1.000e-02, eta: 1 day, 14:47:49, time: 1.308, data_time: 0.120, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7930, loss_cls: 1.8357, loss: 1.8357, grad_norm: 5.1557 2021-02-04 20:52:24,995 - mmaction - INFO - Epoch [26][800/3757] lr: 1.000e-02, eta: 1 day, 14:57:13, time: 1.730, data_time: 1.096, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7922, loss_cls: 1.7750, loss: 1.7750, grad_norm: 5.1163 2021-02-04 20:53:29,695 - mmaction - INFO - Epoch [26][820/3757] lr: 1.000e-02, eta: 1 day, 15:18:15, time: 3.236, data_time: 2.781, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7766, loss_cls: 1.9350, loss: 1.9350, grad_norm: 5.4067 2021-02-04 20:53:38,538 - mmaction - INFO - Epoch [26][840/3757] lr: 1.000e-02, eta: 1 day, 15:17:36, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7930, loss_cls: 1.8897, loss: 1.8897, grad_norm: 5.1669 2021-02-04 20:53:47,407 - mmaction - INFO - Epoch [26][860/3757] lr: 1.000e-02, eta: 1 day, 15:16:59, time: 0.444, data_time: 0.006, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7984, loss_cls: 1.8499, loss: 1.8499, grad_norm: 5.1144 2021-02-04 20:53:56,254 - mmaction - INFO - Epoch [26][880/3757] lr: 1.000e-02, eta: 1 day, 15:16:20, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7789, loss_cls: 1.8999, loss: 1.8999, grad_norm: 5.2068 2021-02-04 20:54:05,015 - mmaction - INFO - Epoch [26][900/3757] lr: 1.000e-02, eta: 1 day, 15:15:40, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7930, loss_cls: 1.8063, loss: 1.8063, grad_norm: 5.0978 2021-02-04 20:54:13,766 - mmaction - INFO - Epoch [26][920/3757] lr: 1.000e-02, eta: 1 day, 15:15:00, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7875, loss_cls: 1.7970, loss: 1.7970, grad_norm: 4.9380 2021-02-04 20:54:22,560 - mmaction - INFO - Epoch [26][940/3757] lr: 1.000e-02, eta: 1 day, 15:14:20, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7695, loss_cls: 1.9329, loss: 1.9329, grad_norm: 5.0921 2021-02-04 20:54:32,501 - mmaction - INFO - Epoch [26][960/3757] lr: 1.000e-02, eta: 1 day, 15:14:07, time: 0.497, data_time: 0.000, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7906, loss_cls: 1.8904, loss: 1.8904, grad_norm: 5.2342 2021-02-04 20:54:41,342 - mmaction - INFO - Epoch [26][980/3757] lr: 1.000e-02, eta: 1 day, 15:13:30, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7984, loss_cls: 1.8167, loss: 1.8167, grad_norm: 5.2531 2021-02-04 20:54:50,307 - mmaction - INFO - Epoch [26][1000/3757] lr: 1.000e-02, eta: 1 day, 15:12:54, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5867, top5_acc: 0.7977, loss_cls: 1.7485, loss: 1.7485, grad_norm: 5.1615 2021-02-04 20:54:59,188 - mmaction - INFO - Epoch [26][1020/3757] lr: 1.000e-02, eta: 1 day, 15:12:18, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7867, loss_cls: 1.8893, loss: 1.8893, grad_norm: 5.2034 2021-02-04 20:55:30,988 - mmaction - INFO - Epoch [26][1040/3757] lr: 1.000e-02, eta: 1 day, 15:20:23, time: 1.589, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7930, loss_cls: 1.8770, loss: 1.8770, grad_norm: 5.3377 2021-02-04 20:56:03,709 - mmaction - INFO - Epoch [26][1060/3757] lr: 1.000e-02, eta: 1 day, 15:28:48, time: 1.636, data_time: 0.001, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7867, loss_cls: 1.9267, loss: 1.9267, grad_norm: 5.3893 2021-02-04 20:56:41,494 - mmaction - INFO - Epoch [26][1080/3757] lr: 1.000e-02, eta: 1 day, 15:39:07, time: 1.889, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7992, loss_cls: 1.8016, loss: 1.8016, grad_norm: 5.0629 2021-02-04 20:56:50,337 - mmaction - INFO - Epoch [26][1100/3757] lr: 1.000e-02, eta: 1 day, 15:38:27, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.8000, loss_cls: 1.8022, loss: 1.8022, grad_norm: 5.3233 2021-02-04 20:57:43,059 - mmaction - INFO - Epoch [26][1120/3757] lr: 1.000e-02, eta: 1 day, 15:54:20, time: 2.636, data_time: 1.675, memory: 7141, top1_acc: 0.5648, top5_acc: 0.8023, loss_cls: 1.8389, loss: 1.8389, grad_norm: 5.2474 2021-02-04 20:58:16,617 - mmaction - INFO - Epoch [26][1140/3757] lr: 1.000e-02, eta: 1 day, 16:02:57, time: 1.677, data_time: 1.235, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7609, loss_cls: 1.9551, loss: 1.9551, grad_norm: 5.3791 2021-02-04 20:59:08,654 - mmaction - INFO - Epoch [26][1160/3757] lr: 1.000e-02, eta: 1 day, 16:18:30, time: 2.603, data_time: 0.788, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7844, loss_cls: 1.9404, loss: 1.9404, grad_norm: 5.3808 2021-02-04 20:59:28,814 - mmaction - INFO - Epoch [26][1180/3757] lr: 1.000e-02, eta: 1 day, 16:22:01, time: 1.008, data_time: 0.568, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7797, loss_cls: 1.8633, loss: 1.8633, grad_norm: 5.0764 2021-02-04 21:00:29,647 - mmaction - INFO - Epoch [26][1200/3757] lr: 1.000e-02, eta: 1 day, 16:40:46, time: 3.042, data_time: 1.262, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7945, loss_cls: 1.8557, loss: 1.8557, grad_norm: 5.1610 2021-02-04 21:01:02,408 - mmaction - INFO - Epoch [26][1220/3757] lr: 1.000e-02, eta: 1 day, 16:48:57, time: 1.638, data_time: 0.001, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7742, loss_cls: 1.9300, loss: 1.9300, grad_norm: 5.2565 2021-02-04 21:01:40,311 - mmaction - INFO - Epoch [26][1240/3757] lr: 1.000e-02, eta: 1 day, 16:59:02, time: 1.896, data_time: 0.001, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7805, loss_cls: 1.8491, loss: 1.8491, grad_norm: 5.2220 2021-02-04 21:02:08,459 - mmaction - INFO - Epoch [26][1260/3757] lr: 1.000e-02, eta: 1 day, 17:05:26, time: 1.407, data_time: 0.965, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7945, loss_cls: 1.8306, loss: 1.8306, grad_norm: 5.0722 2021-02-04 21:02:38,823 - mmaction - INFO - Epoch [26][1280/3757] lr: 1.000e-02, eta: 1 day, 17:12:38, time: 1.518, data_time: 0.001, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7789, loss_cls: 1.9319, loss: 1.9319, grad_norm: 5.1797 2021-02-04 21:03:11,213 - mmaction - INFO - Epoch [26][1300/3757] lr: 1.000e-02, eta: 1 day, 17:20:34, time: 1.619, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7914, loss_cls: 1.8297, loss: 1.8297, grad_norm: 5.2108 2021-02-04 21:03:38,651 - mmaction - INFO - Epoch [26][1320/3757] lr: 1.000e-02, eta: 1 day, 17:26:38, time: 1.372, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7719, loss_cls: 1.8913, loss: 1.8913, grad_norm: 5.1438 2021-02-04 21:04:27,629 - mmaction - INFO - Epoch [26][1340/3757] lr: 1.000e-02, eta: 1 day, 17:40:40, time: 2.449, data_time: 0.002, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7859, loss_cls: 1.9042, loss: 1.9042, grad_norm: 5.2637 2021-02-04 21:04:36,529 - mmaction - INFO - Epoch [26][1360/3757] lr: 1.000e-02, eta: 1 day, 17:39:50, time: 0.446, data_time: 0.006, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7766, loss_cls: 1.9524, loss: 1.9524, grad_norm: 5.4196 2021-02-04 21:04:45,297 - mmaction - INFO - Epoch [26][1380/3757] lr: 1.000e-02, eta: 1 day, 17:38:56, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 1.9698, loss: 1.9698, grad_norm: 5.2621 2021-02-04 21:04:54,101 - mmaction - INFO - Epoch [26][1400/3757] lr: 1.000e-02, eta: 1 day, 17:38:03, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7867, loss_cls: 1.8716, loss: 1.8716, grad_norm: 5.1991 2021-02-04 21:06:07,141 - mmaction - INFO - Epoch [26][1420/3757] lr: 1.000e-02, eta: 1 day, 18:00:50, time: 3.653, data_time: 0.025, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8008, loss_cls: 1.7737, loss: 1.7737, grad_norm: 5.2232 2021-02-04 21:06:28,011 - mmaction - INFO - Epoch [26][1440/3757] lr: 1.000e-02, eta: 1 day, 18:04:22, time: 1.044, data_time: 0.008, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7828, loss_cls: 1.9083, loss: 1.9083, grad_norm: 5.1242 2021-02-04 21:07:27,118 - mmaction - INFO - Epoch [26][1460/3757] lr: 1.000e-02, eta: 1 day, 18:21:54, time: 2.955, data_time: 0.840, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7773, loss_cls: 1.9162, loss: 1.9162, grad_norm: 5.3167 2021-02-04 21:07:53,079 - mmaction - INFO - Epoch [26][1480/3757] lr: 1.000e-02, eta: 1 day, 18:27:15, time: 1.298, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7867, loss_cls: 1.8365, loss: 1.8365, grad_norm: 5.2859 2021-02-04 21:08:16,307 - mmaction - INFO - Epoch [26][1500/3757] lr: 1.000e-02, eta: 1 day, 18:31:34, time: 1.161, data_time: 0.000, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7633, loss_cls: 1.9759, loss: 1.9759, grad_norm: 5.3864 2021-02-04 21:08:30,075 - mmaction - INFO - Epoch [26][1520/3757] lr: 1.000e-02, eta: 1 day, 18:32:26, time: 0.688, data_time: 0.221, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7844, loss_cls: 1.9150, loss: 1.9150, grad_norm: 5.4359 2021-02-04 21:08:38,858 - mmaction - INFO - Epoch [26][1540/3757] lr: 1.000e-02, eta: 1 day, 18:31:28, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7961, loss_cls: 1.8081, loss: 1.8081, grad_norm: 5.1953 2021-02-04 21:08:58,768 - mmaction - INFO - Epoch [26][1560/3757] lr: 1.000e-02, eta: 1 day, 18:34:33, time: 0.995, data_time: 0.000, memory: 7141, top1_acc: 0.5211, top5_acc: 0.7656, loss_cls: 1.9752, loss: 1.9752, grad_norm: 5.4413 2021-02-04 21:10:07,689 - mmaction - INFO - Epoch [26][1580/3757] lr: 1.000e-02, eta: 1 day, 18:55:26, time: 3.447, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7750, loss_cls: 1.9068, loss: 1.9068, grad_norm: 5.2547 2021-02-04 21:10:49,877 - mmaction - INFO - Epoch [26][1600/3757] lr: 1.000e-02, eta: 1 day, 19:06:34, time: 2.109, data_time: 1.660, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7852, loss_cls: 1.8721, loss: 1.8721, grad_norm: 5.1630 2021-02-04 21:11:54,299 - mmaction - INFO - Epoch [26][1620/3757] lr: 1.000e-02, eta: 1 day, 19:25:42, time: 3.221, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7812, loss_cls: 1.9106, loss: 1.9106, grad_norm: 5.2931 2021-02-04 21:12:27,975 - mmaction - INFO - Epoch [26][1640/3757] lr: 1.000e-02, eta: 1 day, 19:33:39, time: 1.684, data_time: 0.000, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7945, loss_cls: 1.8902, loss: 1.8902, grad_norm: 5.5662 2021-02-04 21:13:23,471 - mmaction - INFO - Epoch [26][1660/3757] lr: 1.000e-02, eta: 1 day, 19:49:28, time: 2.775, data_time: 2.328, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7969, loss_cls: 1.8345, loss: 1.8345, grad_norm: 5.3395 2021-02-04 21:14:16,617 - mmaction - INFO - Epoch [26][1680/3757] lr: 1.000e-02, eta: 1 day, 20:04:22, time: 2.657, data_time: 0.842, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7844, loss_cls: 1.9216, loss: 1.9216, grad_norm: 5.2974 2021-02-04 21:14:38,489 - mmaction - INFO - Epoch [26][1700/3757] lr: 1.000e-02, eta: 1 day, 20:07:58, time: 1.093, data_time: 0.652, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7812, loss_cls: 1.9108, loss: 1.9108, grad_norm: 5.4072 2021-02-04 21:14:47,278 - mmaction - INFO - Epoch [26][1720/3757] lr: 1.000e-02, eta: 1 day, 20:06:52, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7766, loss_cls: 1.9121, loss: 1.9121, grad_norm: 5.3252 2021-02-04 21:15:20,654 - mmaction - INFO - Epoch [26][1740/3757] lr: 1.000e-02, eta: 1 day, 20:14:35, time: 1.669, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8008, loss_cls: 1.8085, loss: 1.8085, grad_norm: 5.0598 2021-02-04 21:16:19,502 - mmaction - INFO - Epoch [26][1760/3757] lr: 1.000e-02, eta: 1 day, 20:31:24, time: 2.942, data_time: 0.002, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7937, loss_cls: 1.8139, loss: 1.8139, grad_norm: 5.1176 2021-02-04 21:17:41,694 - mmaction - INFO - Epoch [26][1780/3757] lr: 1.000e-02, eta: 1 day, 20:56:30, time: 4.110, data_time: 1.518, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7773, loss_cls: 1.9341, loss: 1.9341, grad_norm: 5.2531 2021-02-04 21:18:34,902 - mmaction - INFO - Epoch [26][1800/3757] lr: 1.000e-02, eta: 1 day, 21:11:10, time: 2.660, data_time: 0.000, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7805, loss_cls: 1.9370, loss: 1.9370, grad_norm: 5.3238 2021-02-04 21:19:04,278 - mmaction - INFO - Epoch [26][1820/3757] lr: 1.000e-02, eta: 1 day, 21:17:18, time: 1.468, data_time: 1.022, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8008, loss_cls: 1.7568, loss: 1.7568, grad_norm: 5.2881 2021-02-04 21:19:39,885 - mmaction - INFO - Epoch [26][1840/3757] lr: 1.000e-02, eta: 1 day, 21:25:39, time: 1.781, data_time: 0.002, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7781, loss_cls: 1.8605, loss: 1.8605, grad_norm: 5.2510 2021-02-04 21:20:06,080 - mmaction - INFO - Epoch [26][1860/3757] lr: 1.000e-02, eta: 1 day, 21:30:36, time: 1.309, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7984, loss_cls: 1.8313, loss: 1.8313, grad_norm: 5.3079 2021-02-04 21:20:50,532 - mmaction - INFO - Epoch [26][1880/3757] lr: 1.000e-02, eta: 1 day, 21:42:01, time: 2.223, data_time: 0.001, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7766, loss_cls: 1.9287, loss: 1.9287, grad_norm: 5.6156 2021-02-04 21:21:16,345 - mmaction - INFO - Epoch [26][1900/3757] lr: 1.000e-02, eta: 1 day, 21:46:48, time: 1.291, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7914, loss_cls: 1.8335, loss: 1.8335, grad_norm: 5.1993 2021-02-04 21:22:38,013 - mmaction - INFO - Epoch [26][1920/3757] lr: 1.000e-02, eta: 1 day, 22:11:19, time: 4.083, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7836, loss_cls: 1.8662, loss: 1.8662, grad_norm: 5.3210 2021-02-04 21:23:02,915 - mmaction - INFO - Epoch [26][1940/3757] lr: 1.000e-02, eta: 1 day, 22:15:43, time: 1.245, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7750, loss_cls: 1.8876, loss: 1.8876, grad_norm: 5.3966 2021-02-04 21:23:11,716 - mmaction - INFO - Epoch [26][1960/3757] lr: 1.000e-02, eta: 1 day, 22:14:26, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7773, loss_cls: 1.8976, loss: 1.8976, grad_norm: 5.2169 2021-02-04 21:23:39,719 - mmaction - INFO - Epoch [26][1980/3757] lr: 1.000e-02, eta: 1 day, 22:19:54, time: 1.400, data_time: 0.001, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7773, loss_cls: 1.9022, loss: 1.9022, grad_norm: 5.2659 2021-02-04 21:24:15,491 - mmaction - INFO - Epoch [26][2000/3757] lr: 1.000e-02, eta: 1 day, 22:28:05, time: 1.789, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7773, loss_cls: 1.8973, loss: 1.8973, grad_norm: 5.0768 2021-02-04 21:24:50,140 - mmaction - INFO - Epoch [26][2020/3757] lr: 1.000e-02, eta: 1 day, 22:35:50, time: 1.732, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7906, loss_cls: 1.8384, loss: 1.8384, grad_norm: 5.0995 2021-02-04 21:25:53,127 - mmaction - INFO - Epoch [26][2040/3757] lr: 1.000e-02, eta: 1 day, 22:53:30, time: 3.149, data_time: 2.705, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7852, loss_cls: 1.8550, loss: 1.8550, grad_norm: 5.0070 2021-02-04 21:26:01,878 - mmaction - INFO - Epoch [26][2060/3757] lr: 1.000e-02, eta: 1 day, 22:52:08, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7797, loss_cls: 1.8793, loss: 1.8793, grad_norm: 5.2283 2021-02-04 21:26:27,236 - mmaction - INFO - Epoch [26][2080/3757] lr: 1.000e-02, eta: 1 day, 22:56:35, time: 1.268, data_time: 0.000, memory: 7141, top1_acc: 0.5320, top5_acc: 0.7852, loss_cls: 1.9415, loss: 1.9415, grad_norm: 5.5365 2021-02-04 21:27:09,484 - mmaction - INFO - Epoch [26][2100/3757] lr: 1.000e-02, eta: 1 day, 23:06:54, time: 2.113, data_time: 0.001, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7914, loss_cls: 1.9038, loss: 1.9038, grad_norm: 5.3678 2021-02-04 21:27:18,271 - mmaction - INFO - Epoch [26][2120/3757] lr: 1.000e-02, eta: 1 day, 23:05:31, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7781, loss_cls: 1.8645, loss: 1.8645, grad_norm: 5.1738 2021-02-04 21:28:39,901 - mmaction - INFO - Epoch [26][2140/3757] lr: 1.000e-02, eta: 1 day, 23:29:29, time: 4.083, data_time: 3.631, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7766, loss_cls: 1.8864, loss: 1.8864, grad_norm: 5.3241 2021-02-04 21:28:48,698 - mmaction - INFO - Epoch [26][2160/3757] lr: 1.000e-02, eta: 1 day, 23:28:05, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7969, loss_cls: 1.8399, loss: 1.8399, grad_norm: 5.2946 2021-02-04 21:29:20,522 - mmaction - INFO - Epoch [26][2180/3757] lr: 1.000e-02, eta: 1 day, 23:34:40, time: 1.591, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8031, loss_cls: 1.8196, loss: 1.8196, grad_norm: 5.2876 2021-02-04 21:29:54,525 - mmaction - INFO - Epoch [26][2200/3757] lr: 1.000e-02, eta: 1 day, 23:42:00, time: 1.701, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7883, loss_cls: 1.8512, loss: 1.8512, grad_norm: 5.0814 2021-02-04 21:30:34,153 - mmaction - INFO - Epoch [26][2220/3757] lr: 1.000e-02, eta: 1 day, 23:51:14, time: 1.981, data_time: 1.540, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7727, loss_cls: 1.8810, loss: 1.8810, grad_norm: 5.2598 2021-02-04 21:31:07,934 - mmaction - INFO - Epoch [26][2240/3757] lr: 1.000e-02, eta: 1 day, 23:58:25, time: 1.689, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7781, loss_cls: 1.9098, loss: 1.9098, grad_norm: 5.3495 2021-02-04 21:31:16,703 - mmaction - INFO - Epoch [26][2260/3757] lr: 1.000e-02, eta: 1 day, 23:56:59, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7828, loss_cls: 1.9094, loss: 1.9094, grad_norm: 5.0846 2021-02-04 21:31:53,827 - mmaction - INFO - Epoch [26][2280/3757] lr: 1.000e-02, eta: 2 days, 0:05:17, time: 1.856, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7820, loss_cls: 1.9354, loss: 1.9354, grad_norm: 5.3882 2021-02-04 21:32:44,666 - mmaction - INFO - Epoch [26][2300/3757] lr: 1.000e-02, eta: 2 days, 0:18:17, time: 2.542, data_time: 2.091, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7742, loss_cls: 1.9467, loss: 1.9467, grad_norm: 5.2204 2021-02-04 21:33:33,683 - mmaction - INFO - Epoch [26][2320/3757] lr: 1.000e-02, eta: 2 days, 0:30:37, time: 2.451, data_time: 1.104, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8039, loss_cls: 1.8315, loss: 1.8315, grad_norm: 5.3988 2021-02-04 21:34:32,516 - mmaction - INFO - Epoch [26][2340/3757] lr: 1.000e-02, eta: 2 days, 0:46:15, time: 2.941, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7898, loss_cls: 1.8406, loss: 1.8406, grad_norm: 5.2203 2021-02-04 21:35:41,390 - mmaction - INFO - Epoch [26][2360/3757] lr: 1.000e-02, eta: 2 days, 1:05:17, time: 3.444, data_time: 1.000, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7852, loss_cls: 1.9119, loss: 1.9119, grad_norm: 5.0438 2021-02-04 21:36:13,844 - mmaction - INFO - Epoch [26][2380/3757] lr: 1.000e-02, eta: 2 days, 1:11:50, time: 1.623, data_time: 1.177, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7914, loss_cls: 1.9111, loss: 1.9111, grad_norm: 5.1910 2021-02-04 21:37:12,823 - mmaction - INFO - Epoch [26][2400/3757] lr: 1.000e-02, eta: 2 days, 1:27:23, time: 2.948, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7984, loss_cls: 1.7855, loss: 1.7855, grad_norm: 5.0453 2021-02-04 21:37:38,498 - mmaction - INFO - Epoch [26][2420/3757] lr: 1.000e-02, eta: 2 days, 1:31:34, time: 1.284, data_time: 0.001, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7930, loss_cls: 1.9100, loss: 1.9100, grad_norm: 5.1625 2021-02-04 21:38:30,285 - mmaction - INFO - Epoch [26][2440/3757] lr: 1.000e-02, eta: 2 days, 1:44:36, time: 2.589, data_time: 0.956, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7852, loss_cls: 1.8389, loss: 1.8389, grad_norm: 5.1319 2021-02-04 21:38:58,231 - mmaction - INFO - Epoch [26][2460/3757] lr: 1.000e-02, eta: 2 days, 1:49:31, time: 1.398, data_time: 0.001, memory: 7141, top1_acc: 0.5352, top5_acc: 0.7664, loss_cls: 1.9471, loss: 1.9471, grad_norm: 5.2141 2021-02-04 21:39:59,039 - mmaction - INFO - Epoch [26][2480/3757] lr: 1.000e-02, eta: 2 days, 2:05:32, time: 3.040, data_time: 0.000, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7875, loss_cls: 1.8989, loss: 1.8989, grad_norm: 5.2636 2021-02-04 21:40:30,424 - mmaction - INFO - Epoch [26][2500/3757] lr: 1.000e-02, eta: 2 days, 2:11:34, time: 1.569, data_time: 1.127, memory: 7141, top1_acc: 0.5320, top5_acc: 0.8008, loss_cls: 1.8939, loss: 1.8939, grad_norm: 5.4286 2021-02-04 21:41:50,910 - mmaction - INFO - Epoch [26][2520/3757] lr: 1.000e-02, eta: 2 days, 2:34:09, time: 4.024, data_time: 3.585, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7805, loss_cls: 1.9266, loss: 1.9266, grad_norm: 5.2789 2021-02-04 21:42:20,056 - mmaction - INFO - Epoch [26][2540/3757] lr: 1.000e-02, eta: 2 days, 2:39:22, time: 1.458, data_time: 1.016, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8000, loss_cls: 1.8061, loss: 1.8061, grad_norm: 5.0526 2021-02-04 21:44:24,326 - mmaction - INFO - Epoch [26][2560/3757] lr: 1.000e-02, eta: 2 days, 3:16:34, time: 6.213, data_time: 3.838, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7805, loss_cls: 1.8440, loss: 1.8440, grad_norm: 5.2007 2021-02-04 21:45:18,022 - mmaction - INFO - Epoch [26][2580/3757] lr: 1.000e-02, eta: 2 days, 3:29:56, time: 2.684, data_time: 1.078, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7812, loss_cls: 1.8779, loss: 1.8779, grad_norm: 5.2680 2021-02-04 21:46:23,080 - mmaction - INFO - Epoch [26][2600/3757] lr: 1.000e-02, eta: 2 days, 3:47:05, time: 3.254, data_time: 1.780, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7852, loss_cls: 1.9149, loss: 1.9149, grad_norm: 5.1904 2021-02-04 21:47:14,193 - mmaction - INFO - Epoch [26][2620/3757] lr: 1.000e-02, eta: 2 days, 3:59:30, time: 2.555, data_time: 0.000, memory: 7141, top1_acc: 0.5352, top5_acc: 0.7688, loss_cls: 1.9374, loss: 1.9374, grad_norm: 5.3445 2021-02-04 21:48:29,383 - mmaction - INFO - Epoch [26][2640/3757] lr: 1.000e-02, eta: 2 days, 4:19:57, time: 3.760, data_time: 0.001, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7695, loss_cls: 1.9959, loss: 1.9959, grad_norm: 5.4115 2021-02-04 21:49:54,118 - mmaction - INFO - Epoch [26][2660/3757] lr: 1.000e-02, eta: 2 days, 4:43:30, time: 4.236, data_time: 2.706, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.9595, loss: 1.9595, grad_norm: 5.2490 2021-02-04 21:51:44,269 - mmaction - INFO - Epoch [26][2680/3757] lr: 1.000e-02, eta: 2 days, 5:15:28, time: 5.507, data_time: 1.328, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7812, loss_cls: 1.9213, loss: 1.9213, grad_norm: 4.8890 2021-02-04 21:53:07,887 - mmaction - INFO - Epoch [26][2700/3757] lr: 1.000e-02, eta: 2 days, 5:38:31, time: 4.181, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7859, loss_cls: 1.8552, loss: 1.8552, grad_norm: 5.1744 2021-02-04 21:54:06,461 - mmaction - INFO - Epoch [26][2720/3757] lr: 1.000e-02, eta: 2 days, 5:53:09, time: 2.929, data_time: 2.092, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7844, loss_cls: 1.8836, loss: 1.8836, grad_norm: 5.1458 2021-02-04 21:54:15,314 - mmaction - INFO - Epoch [26][2740/3757] lr: 1.000e-02, eta: 2 days, 5:51:15, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5352, top5_acc: 0.7984, loss_cls: 1.8689, loss: 1.8689, grad_norm: 5.1607 2021-02-04 21:54:47,985 - mmaction - INFO - Epoch [26][2760/3757] lr: 1.000e-02, eta: 2 days, 5:57:14, time: 1.633, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7820, loss_cls: 1.8509, loss: 1.8509, grad_norm: 5.1670 2021-02-04 21:55:54,892 - mmaction - INFO - Epoch [26][2780/3757] lr: 1.000e-02, eta: 2 days, 6:14:32, time: 3.345, data_time: 0.001, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7633, loss_cls: 1.9427, loss: 1.9427, grad_norm: 5.2850 2021-02-04 21:56:47,730 - mmaction - INFO - Epoch [26][2800/3757] lr: 1.000e-02, eta: 2 days, 6:27:08, time: 2.642, data_time: 2.204, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7641, loss_cls: 1.9753, loss: 1.9753, grad_norm: 5.2145 2021-02-04 21:57:22,066 - mmaction - INFO - Epoch [26][2820/3757] lr: 1.000e-02, eta: 2 days, 6:33:36, time: 1.717, data_time: 1.276, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7797, loss_cls: 1.9042, loss: 1.9042, grad_norm: 5.3875 2021-02-04 21:58:38,896 - mmaction - INFO - Epoch [26][2840/3757] lr: 1.000e-02, eta: 2 days, 6:54:02, time: 3.841, data_time: 1.156, memory: 7141, top1_acc: 0.5375, top5_acc: 0.7844, loss_cls: 1.9370, loss: 1.9370, grad_norm: 5.3054 2021-02-04 21:59:21,316 - mmaction - INFO - Epoch [26][2860/3757] lr: 1.000e-02, eta: 2 days, 7:03:05, time: 2.122, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7922, loss_cls: 1.8389, loss: 1.8389, grad_norm: 5.3387 2021-02-04 22:00:48,859 - mmaction - INFO - Epoch [26][2880/3757] lr: 1.000e-02, eta: 2 days, 7:26:56, time: 4.377, data_time: 1.467, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7914, loss_cls: 1.8764, loss: 1.8764, grad_norm: 5.4825 2021-02-04 22:01:44,575 - mmaction - INFO - Epoch [26][2900/3757] lr: 1.000e-02, eta: 2 days, 7:40:17, time: 2.786, data_time: 2.345, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7750, loss_cls: 1.9125, loss: 1.9125, grad_norm: 5.4407 2021-02-04 22:02:50,111 - mmaction - INFO - Epoch [26][2920/3757] lr: 1.000e-02, eta: 2 days, 7:56:48, time: 3.277, data_time: 2.824, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7812, loss_cls: 1.9583, loss: 1.9583, grad_norm: 5.5085 2021-02-04 22:03:27,419 - mmaction - INFO - Epoch [26][2940/3757] lr: 1.000e-02, eta: 2 days, 8:04:02, time: 1.865, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7930, loss_cls: 1.8206, loss: 1.8206, grad_norm: 5.1692 2021-02-04 22:04:01,322 - mmaction - INFO - Epoch [26][2960/3757] lr: 1.000e-02, eta: 2 days, 8:10:08, time: 1.695, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7930, loss_cls: 1.8967, loss: 1.8967, grad_norm: 5.2339 2021-02-04 22:05:19,047 - mmaction - INFO - Epoch [26][2980/3757] lr: 1.000e-02, eta: 2 days, 8:30:30, time: 3.886, data_time: 3.448, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 1.9374, loss: 1.9374, grad_norm: 5.3086 2021-02-04 22:05:36,429 - mmaction - INFO - Epoch [26][3000/3757] lr: 1.000e-02, eta: 2 days, 8:31:10, time: 0.869, data_time: 0.037, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7820, loss_cls: 1.9689, loss: 1.9689, grad_norm: 5.1247 2021-02-04 22:06:52,064 - mmaction - INFO - Epoch [26][3020/3757] lr: 1.000e-02, eta: 2 days, 8:50:46, time: 3.781, data_time: 1.603, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7992, loss_cls: 1.8380, loss: 1.8380, grad_norm: 5.2000 2021-02-04 22:08:04,741 - mmaction - INFO - Epoch [26][3040/3757] lr: 1.000e-02, eta: 2 days, 9:09:21, time: 3.635, data_time: 1.837, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7867, loss_cls: 1.9053, loss: 1.9053, grad_norm: 5.1940 2021-02-04 22:08:39,578 - mmaction - INFO - Epoch [26][3060/3757] lr: 1.000e-02, eta: 2 days, 9:15:36, time: 1.741, data_time: 0.940, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7961, loss_cls: 1.8518, loss: 1.8518, grad_norm: 5.0876 2021-02-04 22:10:17,308 - mmaction - INFO - Epoch [26][3080/3757] lr: 1.000e-02, eta: 2 days, 9:42:12, time: 4.886, data_time: 1.734, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7945, loss_cls: 1.8797, loss: 1.8797, grad_norm: 5.1855 2021-02-04 22:11:48,234 - mmaction - INFO - Epoch [26][3100/3757] lr: 1.000e-02, eta: 2 days, 10:06:32, time: 4.547, data_time: 1.023, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7836, loss_cls: 1.9307, loss: 1.9307, grad_norm: 5.3144 2021-02-04 22:13:05,562 - mmaction - INFO - Epoch [26][3120/3757] lr: 1.000e-02, eta: 2 days, 10:26:23, time: 3.866, data_time: 0.001, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7836, loss_cls: 1.9139, loss: 1.9139, grad_norm: 5.4276 2021-02-04 22:14:51,411 - mmaction - INFO - Epoch [26][3140/3757] lr: 1.000e-02, eta: 2 days, 10:55:23, time: 5.292, data_time: 4.812, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8000, loss_cls: 1.8651, loss: 1.8651, grad_norm: 5.2345 2021-02-04 22:16:11,008 - mmaction - INFO - Epoch [26][3160/3757] lr: 1.000e-02, eta: 2 days, 11:15:50, time: 3.980, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7891, loss_cls: 1.8908, loss: 1.8908, grad_norm: 5.2089 2021-02-04 22:17:10,874 - mmaction - INFO - Epoch [26][3180/3757] lr: 1.000e-02, eta: 2 days, 11:29:54, time: 2.993, data_time: 0.458, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7930, loss_cls: 1.8729, loss: 1.8729, grad_norm: 5.1537 2021-02-04 22:19:16,087 - mmaction - INFO - Epoch [26][3200/3757] lr: 1.000e-02, eta: 2 days, 12:04:53, time: 6.260, data_time: 0.000, memory: 7141, top1_acc: 0.5258, top5_acc: 0.7703, loss_cls: 1.9924, loss: 1.9924, grad_norm: 5.3025 2021-02-04 22:20:14,545 - mmaction - INFO - Epoch [26][3220/3757] lr: 1.000e-02, eta: 2 days, 12:18:22, time: 2.923, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7852, loss_cls: 1.8807, loss: 1.8807, grad_norm: 5.0977 2021-02-04 22:21:10,517 - mmaction - INFO - Epoch [26][3240/3757] lr: 1.000e-02, eta: 2 days, 12:31:02, time: 2.798, data_time: 0.308, memory: 7141, top1_acc: 0.5258, top5_acc: 0.7633, loss_cls: 1.9938, loss: 1.9938, grad_norm: 5.5028 2021-02-04 22:22:45,568 - mmaction - INFO - Epoch [26][3260/3757] lr: 1.000e-02, eta: 2 days, 12:56:08, time: 4.752, data_time: 1.362, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7930, loss_cls: 1.8502, loss: 1.8502, grad_norm: 5.4126 2021-02-04 22:23:29,615 - mmaction - INFO - Epoch [26][3280/3757] lr: 1.000e-02, eta: 2 days, 13:04:54, time: 2.203, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7820, loss_cls: 1.9466, loss: 1.9466, grad_norm: 5.3469 2021-02-04 22:23:48,474 - mmaction - INFO - Epoch [26][3300/3757] lr: 1.000e-02, eta: 2 days, 13:05:37, time: 0.943, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7930, loss_cls: 1.8373, loss: 1.8373, grad_norm: 5.0464 2021-02-04 22:24:53,174 - mmaction - INFO - Epoch [26][3320/3757] lr: 1.000e-02, eta: 2 days, 13:20:54, time: 3.235, data_time: 1.927, memory: 7141, top1_acc: 0.5336, top5_acc: 0.7719, loss_cls: 1.9477, loss: 1.9477, grad_norm: 5.3206 2021-02-04 22:25:53,021 - mmaction - INFO - Epoch [26][3340/3757] lr: 1.000e-02, eta: 2 days, 13:34:37, time: 2.993, data_time: 0.969, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7836, loss_cls: 1.8902, loss: 1.8902, grad_norm: 5.2734 2021-02-04 22:26:23,701 - mmaction - INFO - Epoch [26][3360/3757] lr: 1.000e-02, eta: 2 days, 13:39:02, time: 1.534, data_time: 0.997, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7648, loss_cls: 1.9555, loss: 1.9555, grad_norm: 5.2379 2021-02-04 22:29:07,033 - mmaction - INFO - Epoch [26][3380/3757] lr: 1.000e-02, eta: 2 days, 14:25:26, time: 8.167, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8070, loss_cls: 1.7965, loss: 1.7965, grad_norm: 5.2973 2021-02-04 22:29:56,671 - mmaction - INFO - Epoch [26][3400/3757] lr: 1.000e-02, eta: 2 days, 14:35:46, time: 2.481, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7758, loss_cls: 1.9277, loss: 1.9277, grad_norm: 5.2650 2021-02-04 22:32:01,578 - mmaction - INFO - Epoch [26][3420/3757] lr: 1.000e-02, eta: 2 days, 15:09:50, time: 6.246, data_time: 0.013, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7945, loss_cls: 1.8876, loss: 1.8876, grad_norm: 5.2032 2021-02-04 22:33:43,710 - mmaction - INFO - Epoch [26][3440/3757] lr: 1.000e-02, eta: 2 days, 15:36:36, time: 5.107, data_time: 1.428, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7906, loss_cls: 1.8292, loss: 1.8292, grad_norm: 5.0610 2021-02-04 22:34:58,497 - mmaction - INFO - Epoch [26][3460/3757] lr: 1.000e-02, eta: 2 days, 15:54:41, time: 3.737, data_time: 3.296, memory: 7141, top1_acc: 0.5344, top5_acc: 0.7820, loss_cls: 1.9207, loss: 1.9207, grad_norm: 5.3769 2021-02-04 22:36:47,027 - mmaction - INFO - Epoch [26][3480/3757] lr: 1.000e-02, eta: 2 days, 16:23:21, time: 5.428, data_time: 1.536, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7836, loss_cls: 1.9202, loss: 1.9202, grad_norm: 5.1379 2021-02-04 22:38:20,696 - mmaction - INFO - Epoch [26][3500/3757] lr: 1.000e-02, eta: 2 days, 16:47:15, time: 4.683, data_time: 1.930, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9668, loss: 1.9668, grad_norm: 5.3636 2021-02-04 22:39:32,408 - mmaction - INFO - Epoch [26][3520/3757] lr: 1.000e-02, eta: 2 days, 17:04:11, time: 3.583, data_time: 0.336, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7984, loss_cls: 1.8034, loss: 1.8034, grad_norm: 4.9887 2021-02-04 22:41:48,576 - mmaction - INFO - Epoch [26][3540/3757] lr: 1.000e-02, eta: 2 days, 17:41:17, time: 6.811, data_time: 0.003, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7797, loss_cls: 1.9103, loss: 1.9103, grad_norm: 5.2282 2021-02-04 22:43:42,458 - mmaction - INFO - Epoch [26][3560/3757] lr: 1.000e-02, eta: 2 days, 18:11:18, time: 5.694, data_time: 1.592, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.8654, loss: 1.8654, grad_norm: 5.0973 2021-02-04 22:46:03,531 - mmaction - INFO - Epoch [26][3580/3757] lr: 1.000e-02, eta: 2 days, 18:49:42, time: 7.053, data_time: 4.006, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7906, loss_cls: 1.8782, loss: 1.8782, grad_norm: 5.3598 2021-02-04 22:47:11,010 - mmaction - INFO - Epoch [26][3600/3757] lr: 1.000e-02, eta: 2 days, 19:05:03, time: 3.374, data_time: 1.776, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7930, loss_cls: 1.8533, loss: 1.8533, grad_norm: 5.1789 2021-02-04 22:48:52,194 - mmaction - INFO - Epoch [26][3620/3757] lr: 1.000e-02, eta: 2 days, 19:30:52, time: 5.059, data_time: 0.001, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7719, loss_cls: 1.9293, loss: 1.9293, grad_norm: 5.2744 2021-02-04 22:50:32,425 - mmaction - INFO - Epoch [26][3640/3757] lr: 1.000e-02, eta: 2 days, 19:56:18, time: 5.012, data_time: 1.202, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7805, loss_cls: 1.9072, loss: 1.9072, grad_norm: 5.0884 2021-02-04 22:52:23,853 - mmaction - INFO - Epoch [26][3660/3757] lr: 1.000e-02, eta: 2 days, 20:25:08, time: 5.572, data_time: 3.052, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7805, loss_cls: 1.8532, loss: 1.8532, grad_norm: 5.1150 2021-02-04 22:53:41,536 - mmaction - INFO - Epoch [26][3680/3757] lr: 1.000e-02, eta: 2 days, 20:43:26, time: 3.884, data_time: 0.004, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7641, loss_cls: 1.9698, loss: 1.9698, grad_norm: 5.2563 2021-02-04 22:55:41,583 - mmaction - INFO - Epoch [26][3700/3757] lr: 1.000e-02, eta: 2 days, 21:14:48, time: 6.003, data_time: 5.555, memory: 7141, top1_acc: 0.5359, top5_acc: 0.7766, loss_cls: 1.9254, loss: 1.9254, grad_norm: 5.2349 2021-02-04 22:57:16,277 - mmaction - INFO - Epoch [26][3720/3757] lr: 1.000e-02, eta: 2 days, 21:38:13, time: 4.734, data_time: 4.048, memory: 7141, top1_acc: 0.5266, top5_acc: 0.7781, loss_cls: 1.9941, loss: 1.9941, grad_norm: 5.2923 2021-02-04 22:58:53,484 - mmaction - INFO - Epoch [26][3740/3757] lr: 1.000e-02, eta: 2 days, 22:02:22, time: 4.861, data_time: 0.452, memory: 7141, top1_acc: 0.5148, top5_acc: 0.7688, loss_cls: 1.9948, loss: 1.9948, grad_norm: 5.3082 2021-02-04 23:00:33,159 - mmaction - INFO - Saving checkpoint at 26 epochs 2021-02-04 23:01:59,638 - mmaction - INFO - Epoch [27][20/3757] lr: 1.000e-02, eta: 2 days, 22:17:45, time: 4.266, data_time: 3.670, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7867, loss_cls: 1.8377, loss: 1.8377, grad_norm: 5.1436 2021-02-04 23:02:08,480 - mmaction - INFO - Epoch [27][40/3757] lr: 1.000e-02, eta: 2 days, 22:14:34, time: 0.442, data_time: 0.003, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7844, loss_cls: 1.8054, loss: 1.8054, grad_norm: 4.9984 2021-02-04 23:02:17,217 - mmaction - INFO - Epoch [27][60/3757] lr: 1.000e-02, eta: 2 days, 22:11:21, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7875, loss_cls: 1.7905, loss: 1.7905, grad_norm: 5.1596 2021-02-04 23:02:25,964 - mmaction - INFO - Epoch [27][80/3757] lr: 1.000e-02, eta: 2 days, 22:08:09, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8141, loss_cls: 1.7208, loss: 1.7208, grad_norm: 5.2856 2021-02-04 23:02:34,767 - mmaction - INFO - Epoch [27][100/3757] lr: 1.000e-02, eta: 2 days, 22:04:59, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7977, loss_cls: 1.8294, loss: 1.8294, grad_norm: 5.2429 2021-02-04 23:02:43,574 - mmaction - INFO - Epoch [27][120/3757] lr: 1.000e-02, eta: 2 days, 22:01:50, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7820, loss_cls: 1.8543, loss: 1.8543, grad_norm: 5.1603 2021-02-04 23:02:52,361 - mmaction - INFO - Epoch [27][140/3757] lr: 1.000e-02, eta: 2 days, 21:58:40, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7711, loss_cls: 1.9183, loss: 1.9183, grad_norm: 5.2933 2021-02-04 23:03:01,152 - mmaction - INFO - Epoch [27][160/3757] lr: 1.000e-02, eta: 2 days, 21:55:31, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7750, loss_cls: 1.8035, loss: 1.8035, grad_norm: 5.1742 2021-02-04 23:03:10,054 - mmaction - INFO - Epoch [27][180/3757] lr: 1.000e-02, eta: 2 days, 21:52:25, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8031, loss_cls: 1.8390, loss: 1.8390, grad_norm: 5.3159 2021-02-04 23:03:18,880 - mmaction - INFO - Epoch [27][200/3757] lr: 1.000e-02, eta: 2 days, 21:49:17, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7789, loss_cls: 1.9320, loss: 1.9320, grad_norm: 5.1134 2021-02-04 23:03:27,737 - mmaction - INFO - Epoch [27][220/3757] lr: 1.000e-02, eta: 2 days, 21:46:11, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7898, loss_cls: 1.8857, loss: 1.8857, grad_norm: 5.1922 2021-02-04 23:03:36,573 - mmaction - INFO - Epoch [27][240/3757] lr: 1.000e-02, eta: 2 days, 21:43:04, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7898, loss_cls: 1.8835, loss: 1.8835, grad_norm: 5.2896 2021-02-04 23:03:45,399 - mmaction - INFO - Epoch [27][260/3757] lr: 1.000e-02, eta: 2 days, 21:39:58, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8016, loss_cls: 1.7982, loss: 1.7982, grad_norm: 5.0779 2021-02-04 23:03:54,276 - mmaction - INFO - Epoch [27][280/3757] lr: 1.000e-02, eta: 2 days, 21:36:54, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7922, loss_cls: 1.7915, loss: 1.7915, grad_norm: 5.2622 2021-02-04 23:04:03,166 - mmaction - INFO - Epoch [27][300/3757] lr: 1.000e-02, eta: 2 days, 21:33:50, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7922, loss_cls: 1.8215, loss: 1.8215, grad_norm: 5.1248 2021-02-04 23:04:12,089 - mmaction - INFO - Epoch [27][320/3757] lr: 1.000e-02, eta: 2 days, 21:30:47, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7984, loss_cls: 1.8212, loss: 1.8212, grad_norm: 5.3494 2021-02-04 23:04:20,960 - mmaction - INFO - Epoch [27][340/3757] lr: 1.000e-02, eta: 2 days, 21:27:43, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7984, loss_cls: 1.8511, loss: 1.8511, grad_norm: 5.1812 2021-02-04 23:04:29,861 - mmaction - INFO - Epoch [27][360/3757] lr: 1.000e-02, eta: 2 days, 21:24:41, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5320, top5_acc: 0.7672, loss_cls: 1.9992, loss: 1.9992, grad_norm: 5.2255 2021-02-04 23:04:38,765 - mmaction - INFO - Epoch [27][380/3757] lr: 1.000e-02, eta: 2 days, 21:21:39, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7906, loss_cls: 1.8097, loss: 1.8097, grad_norm: 5.1508 2021-02-04 23:04:47,635 - mmaction - INFO - Epoch [27][400/3757] lr: 1.000e-02, eta: 2 days, 21:18:37, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7711, loss_cls: 1.9286, loss: 1.9286, grad_norm: 5.3181 2021-02-04 23:04:56,495 - mmaction - INFO - Epoch [27][420/3757] lr: 1.000e-02, eta: 2 days, 21:15:35, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7984, loss_cls: 1.8116, loss: 1.8116, grad_norm: 5.1268 2021-02-04 23:05:05,354 - mmaction - INFO - Epoch [27][440/3757] lr: 1.000e-02, eta: 2 days, 21:12:34, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7719, loss_cls: 1.9392, loss: 1.9392, grad_norm: 5.2105 2021-02-04 23:05:14,258 - mmaction - INFO - Epoch [27][460/3757] lr: 1.000e-02, eta: 2 days, 21:09:34, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8078, loss_cls: 1.7646, loss: 1.7646, grad_norm: 5.2782 2021-02-04 23:05:23,155 - mmaction - INFO - Epoch [27][480/3757] lr: 1.000e-02, eta: 2 days, 21:06:34, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7906, loss_cls: 1.8416, loss: 1.8416, grad_norm: 5.3800 2021-02-04 23:05:32,045 - mmaction - INFO - Epoch [27][500/3757] lr: 1.000e-02, eta: 2 days, 21:03:35, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.8023, loss_cls: 1.8134, loss: 1.8134, grad_norm: 5.4618 2021-02-04 23:05:40,957 - mmaction - INFO - Epoch [27][520/3757] lr: 1.000e-02, eta: 2 days, 21:00:36, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.7382, loss: 1.7382, grad_norm: 5.0781 2021-02-04 23:05:49,870 - mmaction - INFO - Epoch [27][540/3757] lr: 1.000e-02, eta: 2 days, 20:57:38, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7797, loss_cls: 1.8955, loss: 1.8955, grad_norm: 5.2546 2021-02-04 23:05:58,762 - mmaction - INFO - Epoch [27][560/3757] lr: 1.000e-02, eta: 2 days, 20:54:40, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7922, loss_cls: 1.8074, loss: 1.8074, grad_norm: 5.0937 2021-02-04 23:06:07,608 - mmaction - INFO - Epoch [27][580/3757] lr: 1.000e-02, eta: 2 days, 20:51:41, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7984, loss_cls: 1.7501, loss: 1.7501, grad_norm: 5.2458 2021-02-04 23:06:16,521 - mmaction - INFO - Epoch [27][600/3757] lr: 1.000e-02, eta: 2 days, 20:48:44, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7766, loss_cls: 1.9080, loss: 1.9080, grad_norm: 5.3765 2021-02-04 23:06:25,450 - mmaction - INFO - Epoch [27][620/3757] lr: 1.000e-02, eta: 2 days, 20:45:48, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7812, loss_cls: 1.8587, loss: 1.8587, grad_norm: 5.1633 2021-02-04 23:06:34,334 - mmaction - INFO - Epoch [27][640/3757] lr: 1.000e-02, eta: 2 days, 20:42:52, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7836, loss_cls: 1.8285, loss: 1.8285, grad_norm: 5.3780 2021-02-04 23:06:43,206 - mmaction - INFO - Epoch [27][660/3757] lr: 1.000e-02, eta: 2 days, 20:39:55, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7664, loss_cls: 1.9521, loss: 1.9521, grad_norm: 5.2695 2021-02-04 23:06:52,136 - mmaction - INFO - Epoch [27][680/3757] lr: 1.000e-02, eta: 2 days, 20:37:00, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7828, loss_cls: 1.8713, loss: 1.8713, grad_norm: 5.2112 2021-02-04 23:07:01,053 - mmaction - INFO - Epoch [27][700/3757] lr: 1.000e-02, eta: 2 days, 20:34:06, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9690, loss: 1.9690, grad_norm: 5.2007 2021-02-04 23:07:09,891 - mmaction - INFO - Epoch [27][720/3757] lr: 1.000e-02, eta: 2 days, 20:31:10, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.8055, loss_cls: 1.8139, loss: 1.8139, grad_norm: 5.2527 2021-02-04 23:07:18,784 - mmaction - INFO - Epoch [27][740/3757] lr: 1.000e-02, eta: 2 days, 20:28:16, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7828, loss_cls: 1.9031, loss: 1.9031, grad_norm: 5.3481 2021-02-04 23:07:27,724 - mmaction - INFO - Epoch [27][760/3757] lr: 1.000e-02, eta: 2 days, 20:25:23, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7789, loss_cls: 1.8688, loss: 1.8688, grad_norm: 5.1615 2021-02-04 23:07:36,679 - mmaction - INFO - Epoch [27][780/3757] lr: 1.000e-02, eta: 2 days, 20:22:30, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7883, loss_cls: 1.8779, loss: 1.8779, grad_norm: 5.1416 2021-02-04 23:07:45,571 - mmaction - INFO - Epoch [27][800/3757] lr: 1.000e-02, eta: 2 days, 20:19:37, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7820, loss_cls: 1.9035, loss: 1.9035, grad_norm: 5.3311 2021-02-04 23:07:54,526 - mmaction - INFO - Epoch [27][820/3757] lr: 1.000e-02, eta: 2 days, 20:16:46, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5312, top5_acc: 0.7539, loss_cls: 2.0119, loss: 2.0119, grad_norm: 5.3303 2021-02-04 23:08:03,437 - mmaction - INFO - Epoch [27][840/3757] lr: 1.000e-02, eta: 2 days, 20:13:54, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7953, loss_cls: 1.8110, loss: 1.8110, grad_norm: 5.1005 2021-02-04 23:08:12,376 - mmaction - INFO - Epoch [27][860/3757] lr: 1.000e-02, eta: 2 days, 20:11:03, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7937, loss_cls: 1.8032, loss: 1.8032, grad_norm: 5.2413 2021-02-04 23:08:21,308 - mmaction - INFO - Epoch [27][880/3757] lr: 1.000e-02, eta: 2 days, 20:08:12, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7805, loss_cls: 1.8859, loss: 1.8859, grad_norm: 5.4390 2021-02-04 23:08:30,199 - mmaction - INFO - Epoch [27][900/3757] lr: 1.000e-02, eta: 2 days, 20:05:21, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7727, loss_cls: 1.8733, loss: 1.8733, grad_norm: 5.1443 2021-02-04 23:08:39,081 - mmaction - INFO - Epoch [27][920/3757] lr: 1.000e-02, eta: 2 days, 20:02:31, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7922, loss_cls: 1.8702, loss: 1.8702, grad_norm: 5.1851 2021-02-04 23:08:48,004 - mmaction - INFO - Epoch [27][940/3757] lr: 1.000e-02, eta: 2 days, 19:59:41, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7883, loss_cls: 1.8425, loss: 1.8425, grad_norm: 5.1717 2021-02-04 23:08:56,865 - mmaction - INFO - Epoch [27][960/3757] lr: 1.000e-02, eta: 2 days, 19:56:51, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7781, loss_cls: 1.8909, loss: 1.8909, grad_norm: 5.1529 2021-02-04 23:09:05,727 - mmaction - INFO - Epoch [27][980/3757] lr: 1.000e-02, eta: 2 days, 19:54:01, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.8148, loss_cls: 1.8197, loss: 1.8197, grad_norm: 5.1718 2021-02-04 23:09:14,707 - mmaction - INFO - Epoch [27][1000/3757] lr: 1.000e-02, eta: 2 days, 19:51:13, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7930, loss_cls: 1.8285, loss: 1.8285, grad_norm: 5.1366 2021-02-04 23:09:23,587 - mmaction - INFO - Epoch [27][1020/3757] lr: 1.000e-02, eta: 2 days, 19:48:25, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7719, loss_cls: 1.9052, loss: 1.9052, grad_norm: 5.2475 2021-02-04 23:09:32,485 - mmaction - INFO - Epoch [27][1040/3757] lr: 1.000e-02, eta: 2 days, 19:45:37, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7836, loss_cls: 1.9050, loss: 1.9050, grad_norm: 5.2579 2021-02-04 23:09:41,377 - mmaction - INFO - Epoch [27][1060/3757] lr: 1.000e-02, eta: 2 days, 19:42:49, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7977, loss_cls: 1.8116, loss: 1.8116, grad_norm: 5.2028 2021-02-04 23:09:50,297 - mmaction - INFO - Epoch [27][1080/3757] lr: 1.000e-02, eta: 2 days, 19:40:02, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7781, loss_cls: 1.8906, loss: 1.8906, grad_norm: 5.3510 2021-02-04 23:09:59,170 - mmaction - INFO - Epoch [27][1100/3757] lr: 1.000e-02, eta: 2 days, 19:37:15, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7781, loss_cls: 1.8866, loss: 1.8866, grad_norm: 5.4681 2021-02-04 23:10:08,049 - mmaction - INFO - Epoch [27][1120/3757] lr: 1.000e-02, eta: 2 days, 19:34:28, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7930, loss_cls: 1.8184, loss: 1.8184, grad_norm: 5.3260 2021-02-04 23:10:16,921 - mmaction - INFO - Epoch [27][1140/3757] lr: 1.000e-02, eta: 2 days, 19:31:41, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7836, loss_cls: 1.8501, loss: 1.8501, grad_norm: 5.2713 2021-02-04 23:10:25,771 - mmaction - INFO - Epoch [27][1160/3757] lr: 1.000e-02, eta: 2 days, 19:28:54, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7891, loss_cls: 1.8772, loss: 1.8772, grad_norm: 5.2437 2021-02-04 23:10:34,638 - mmaction - INFO - Epoch [27][1180/3757] lr: 1.000e-02, eta: 2 days, 19:26:09, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7992, loss_cls: 1.7847, loss: 1.7847, grad_norm: 5.1270 2021-02-04 23:10:43,543 - mmaction - INFO - Epoch [27][1200/3757] lr: 1.000e-02, eta: 2 days, 19:23:24, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7937, loss_cls: 1.8416, loss: 1.8416, grad_norm: 5.1000 2021-02-04 23:10:52,410 - mmaction - INFO - Epoch [27][1220/3757] lr: 1.000e-02, eta: 2 days, 19:20:39, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7719, loss_cls: 1.9372, loss: 1.9372, grad_norm: 5.2581 2021-02-04 23:11:01,362 - mmaction - INFO - Epoch [27][1240/3757] lr: 1.000e-02, eta: 2 days, 19:17:56, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7914, loss_cls: 1.8421, loss: 1.8421, grad_norm: 5.2035 2021-02-04 23:11:10,318 - mmaction - INFO - Epoch [27][1260/3757] lr: 1.000e-02, eta: 2 days, 19:15:13, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7812, loss_cls: 1.9022, loss: 1.9022, grad_norm: 5.3457 2021-02-04 23:11:19,177 - mmaction - INFO - Epoch [27][1280/3757] lr: 1.000e-02, eta: 2 days, 19:12:29, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8117, loss_cls: 1.7707, loss: 1.7707, grad_norm: 4.9959 2021-02-04 23:11:28,108 - mmaction - INFO - Epoch [27][1300/3757] lr: 1.000e-02, eta: 2 days, 19:09:46, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7937, loss_cls: 1.8436, loss: 1.8436, grad_norm: 5.1561 2021-02-04 23:11:36,970 - mmaction - INFO - Epoch [27][1320/3757] lr: 1.000e-02, eta: 2 days, 19:07:03, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7953, loss_cls: 1.8523, loss: 1.8523, grad_norm: 5.0813 2021-02-04 23:11:45,922 - mmaction - INFO - Epoch [27][1340/3757] lr: 1.000e-02, eta: 2 days, 19:04:22, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.9131, loss: 1.9131, grad_norm: 5.0525 2021-02-04 23:11:54,794 - mmaction - INFO - Epoch [27][1360/3757] lr: 1.000e-02, eta: 2 days, 19:01:39, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8039, loss_cls: 1.8037, loss: 1.8037, grad_norm: 5.2130 2021-02-04 23:12:03,779 - mmaction - INFO - Epoch [27][1380/3757] lr: 1.000e-02, eta: 2 days, 18:58:59, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5367, top5_acc: 0.7727, loss_cls: 1.9445, loss: 1.9445, grad_norm: 5.4889 2021-02-04 23:12:12,681 - mmaction - INFO - Epoch [27][1400/3757] lr: 1.000e-02, eta: 2 days, 18:56:18, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 1.9772, loss: 1.9772, grad_norm: 5.3364 2021-02-04 23:12:21,590 - mmaction - INFO - Epoch [27][1420/3757] lr: 1.000e-02, eta: 2 days, 18:53:38, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7742, loss_cls: 1.9582, loss: 1.9582, grad_norm: 5.3570 2021-02-04 23:12:30,475 - mmaction - INFO - Epoch [27][1440/3757] lr: 1.000e-02, eta: 2 days, 18:50:57, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7937, loss_cls: 1.8299, loss: 1.8299, grad_norm: 5.0769 2021-02-04 23:12:39,380 - mmaction - INFO - Epoch [27][1460/3757] lr: 1.000e-02, eta: 2 days, 18:48:17, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.8889, loss: 1.8889, grad_norm: 5.2312 2021-02-04 23:12:48,289 - mmaction - INFO - Epoch [27][1480/3757] lr: 1.000e-02, eta: 2 days, 18:45:38, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8591, loss: 1.8591, grad_norm: 5.3534 2021-02-04 23:12:57,189 - mmaction - INFO - Epoch [27][1500/3757] lr: 1.000e-02, eta: 2 days, 18:42:58, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7945, loss_cls: 1.8467, loss: 1.8467, grad_norm: 5.3101 2021-02-04 23:13:06,117 - mmaction - INFO - Epoch [27][1520/3757] lr: 1.000e-02, eta: 2 days, 18:40:20, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7914, loss_cls: 1.8367, loss: 1.8367, grad_norm: 5.4385 2021-02-04 23:13:15,043 - mmaction - INFO - Epoch [27][1540/3757] lr: 1.000e-02, eta: 2 days, 18:37:42, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7945, loss_cls: 1.8374, loss: 1.8374, grad_norm: 5.3388 2021-02-04 23:13:23,979 - mmaction - INFO - Epoch [27][1560/3757] lr: 1.000e-02, eta: 2 days, 18:35:04, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7812, loss_cls: 1.8893, loss: 1.8893, grad_norm: 5.4102 2021-02-04 23:13:32,874 - mmaction - INFO - Epoch [27][1580/3757] lr: 1.000e-02, eta: 2 days, 18:32:26, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7844, loss_cls: 1.8881, loss: 1.8881, grad_norm: 5.2677 2021-02-04 23:13:41,753 - mmaction - INFO - Epoch [27][1600/3757] lr: 1.000e-02, eta: 2 days, 18:29:48, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7906, loss_cls: 1.8855, loss: 1.8855, grad_norm: 5.4830 2021-02-04 23:13:50,683 - mmaction - INFO - Epoch [27][1620/3757] lr: 1.000e-02, eta: 2 days, 18:27:12, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7914, loss_cls: 1.9178, loss: 1.9178, grad_norm: 5.2454 2021-02-04 23:13:59,613 - mmaction - INFO - Epoch [27][1640/3757] lr: 1.000e-02, eta: 2 days, 18:24:35, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7883, loss_cls: 1.8399, loss: 1.8399, grad_norm: 5.0377 2021-02-04 23:14:08,475 - mmaction - INFO - Epoch [27][1660/3757] lr: 1.000e-02, eta: 2 days, 18:21:58, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7844, loss_cls: 1.8701, loss: 1.8701, grad_norm: 5.2105 2021-02-04 23:14:17,387 - mmaction - INFO - Epoch [27][1680/3757] lr: 1.000e-02, eta: 2 days, 18:19:22, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7898, loss_cls: 1.9069, loss: 1.9069, grad_norm: 5.1099 2021-02-04 23:14:26,292 - mmaction - INFO - Epoch [27][1700/3757] lr: 1.000e-02, eta: 2 days, 18:16:47, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7727, loss_cls: 1.9203, loss: 1.9203, grad_norm: 5.0611 2021-02-04 23:14:35,209 - mmaction - INFO - Epoch [27][1720/3757] lr: 1.000e-02, eta: 2 days, 18:14:12, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7883, loss_cls: 1.8788, loss: 1.8788, grad_norm: 5.1869 2021-02-04 23:14:44,067 - mmaction - INFO - Epoch [27][1740/3757] lr: 1.000e-02, eta: 2 days, 18:11:36, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7789, loss_cls: 1.8992, loss: 1.8992, grad_norm: 5.2587 2021-02-04 23:14:52,911 - mmaction - INFO - Epoch [27][1760/3757] lr: 1.000e-02, eta: 2 days, 18:09:01, time: 0.443, data_time: 0.002, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7898, loss_cls: 1.8480, loss: 1.8480, grad_norm: 5.2050 2021-02-04 23:15:01,744 - mmaction - INFO - Epoch [27][1780/3757] lr: 1.000e-02, eta: 2 days, 18:06:25, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5359, top5_acc: 0.7734, loss_cls: 1.9530, loss: 1.9530, grad_norm: 5.1137 2021-02-04 23:15:10,581 - mmaction - INFO - Epoch [27][1800/3757] lr: 1.000e-02, eta: 2 days, 18:03:50, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7914, loss_cls: 1.8434, loss: 1.8434, grad_norm: 5.0247 2021-02-04 23:15:19,470 - mmaction - INFO - Epoch [27][1820/3757] lr: 1.000e-02, eta: 2 days, 18:01:16, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7844, loss_cls: 1.8237, loss: 1.8237, grad_norm: 5.2100 2021-02-04 23:15:28,347 - mmaction - INFO - Epoch [27][1840/3757] lr: 1.000e-02, eta: 2 days, 17:58:42, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.8000, loss_cls: 1.8567, loss: 1.8567, grad_norm: 5.3333 2021-02-04 23:15:37,230 - mmaction - INFO - Epoch [27][1860/3757] lr: 1.000e-02, eta: 2 days, 17:56:09, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7805, loss_cls: 1.8988, loss: 1.8988, grad_norm: 5.2503 2021-02-04 23:15:46,033 - mmaction - INFO - Epoch [27][1880/3757] lr: 1.000e-02, eta: 2 days, 17:53:35, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7828, loss_cls: 1.8736, loss: 1.8736, grad_norm: 5.3474 2021-02-04 23:15:54,904 - mmaction - INFO - Epoch [27][1900/3757] lr: 1.000e-02, eta: 2 days, 17:51:02, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7930, loss_cls: 1.8030, loss: 1.8030, grad_norm: 5.1884 2021-02-04 23:16:03,852 - mmaction - INFO - Epoch [27][1920/3757] lr: 1.000e-02, eta: 2 days, 17:48:31, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7906, loss_cls: 1.8428, loss: 1.8428, grad_norm: 5.3973 2021-02-04 23:16:12,757 - mmaction - INFO - Epoch [27][1940/3757] lr: 1.000e-02, eta: 2 days, 17:46:00, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7820, loss_cls: 1.8640, loss: 1.8640, grad_norm: 5.2233 2021-02-04 23:16:21,696 - mmaction - INFO - Epoch [27][1960/3757] lr: 1.000e-02, eta: 2 days, 17:43:29, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7797, loss_cls: 1.8344, loss: 1.8344, grad_norm: 5.3058 2021-02-04 23:16:30,536 - mmaction - INFO - Epoch [27][1980/3757] lr: 1.000e-02, eta: 2 days, 17:40:57, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7820, loss_cls: 1.8933, loss: 1.8933, grad_norm: 5.2849 2021-02-04 23:16:39,434 - mmaction - INFO - Epoch [27][2000/3757] lr: 1.000e-02, eta: 2 days, 17:38:27, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7906, loss_cls: 1.8568, loss: 1.8568, grad_norm: 5.3502 2021-02-04 23:16:48,317 - mmaction - INFO - Epoch [27][2020/3757] lr: 1.000e-02, eta: 2 days, 17:35:56, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7992, loss_cls: 1.8373, loss: 1.8373, grad_norm: 5.4564 2021-02-04 23:16:57,203 - mmaction - INFO - Epoch [27][2040/3757] lr: 1.000e-02, eta: 2 days, 17:33:26, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7758, loss_cls: 1.8869, loss: 1.8869, grad_norm: 5.2180 2021-02-04 23:17:06,020 - mmaction - INFO - Epoch [27][2060/3757] lr: 1.000e-02, eta: 2 days, 17:30:55, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5328, top5_acc: 0.7797, loss_cls: 1.9289, loss: 1.9289, grad_norm: 5.3211 2021-02-04 23:17:14,885 - mmaction - INFO - Epoch [27][2080/3757] lr: 1.000e-02, eta: 2 days, 17:28:25, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5203, top5_acc: 0.7742, loss_cls: 1.9669, loss: 1.9669, grad_norm: 5.4205 2021-02-04 23:17:23,838 - mmaction - INFO - Epoch [27][2100/3757] lr: 1.000e-02, eta: 2 days, 17:25:57, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8000, loss_cls: 1.8279, loss: 1.8279, grad_norm: 4.9163 2021-02-04 23:17:32,726 - mmaction - INFO - Epoch [27][2120/3757] lr: 1.000e-02, eta: 2 days, 17:23:28, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7844, loss_cls: 1.9088, loss: 1.9088, grad_norm: 5.2554 2021-02-04 23:17:41,688 - mmaction - INFO - Epoch [27][2140/3757] lr: 1.000e-02, eta: 2 days, 17:21:01, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7867, loss_cls: 1.9075, loss: 1.9075, grad_norm: 5.2497 2021-02-04 23:17:50,571 - mmaction - INFO - Epoch [27][2160/3757] lr: 1.000e-02, eta: 2 days, 17:18:33, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7953, loss_cls: 1.8258, loss: 1.8258, grad_norm: 5.3721 2021-02-04 23:17:59,500 - mmaction - INFO - Epoch [27][2180/3757] lr: 1.000e-02, eta: 2 days, 17:16:06, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7836, loss_cls: 1.9140, loss: 1.9140, grad_norm: 5.4302 2021-02-04 23:18:08,429 - mmaction - INFO - Epoch [27][2200/3757] lr: 1.000e-02, eta: 2 days, 17:13:39, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7773, loss_cls: 1.8973, loss: 1.8973, grad_norm: 5.2711 2021-02-04 23:18:17,361 - mmaction - INFO - Epoch [27][2220/3757] lr: 1.000e-02, eta: 2 days, 17:11:12, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7977, loss_cls: 1.9035, loss: 1.9035, grad_norm: 5.2784 2021-02-04 23:18:26,289 - mmaction - INFO - Epoch [27][2240/3757] lr: 1.000e-02, eta: 2 days, 17:08:46, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7812, loss_cls: 1.8935, loss: 1.8935, grad_norm: 5.1906 2021-02-04 23:18:35,196 - mmaction - INFO - Epoch [27][2260/3757] lr: 1.000e-02, eta: 2 days, 17:06:20, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5266, top5_acc: 0.7789, loss_cls: 1.8933, loss: 1.8933, grad_norm: 5.2395 2021-02-04 23:18:44,161 - mmaction - INFO - Epoch [27][2280/3757] lr: 1.000e-02, eta: 2 days, 17:03:55, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9567, loss: 1.9567, grad_norm: 5.3581 2021-02-04 23:18:53,045 - mmaction - INFO - Epoch [27][2300/3757] lr: 1.000e-02, eta: 2 days, 17:01:29, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5203, top5_acc: 0.7750, loss_cls: 1.9499, loss: 1.9499, grad_norm: 5.2857 2021-02-04 23:19:01,863 - mmaction - INFO - Epoch [27][2320/3757] lr: 1.000e-02, eta: 2 days, 16:59:02, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7852, loss_cls: 1.8391, loss: 1.8391, grad_norm: 5.2479 2021-02-04 23:19:10,740 - mmaction - INFO - Epoch [27][2340/3757] lr: 1.000e-02, eta: 2 days, 16:56:37, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7852, loss_cls: 1.8614, loss: 1.8614, grad_norm: 5.2307 2021-02-04 23:19:19,678 - mmaction - INFO - Epoch [27][2360/3757] lr: 1.000e-02, eta: 2 days, 16:54:13, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7773, loss_cls: 1.9101, loss: 1.9101, grad_norm: 5.0890 2021-02-04 23:19:28,507 - mmaction - INFO - Epoch [27][2380/3757] lr: 1.000e-02, eta: 2 days, 16:51:47, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7719, loss_cls: 1.9020, loss: 1.9020, grad_norm: 5.1133 2021-02-04 23:19:37,354 - mmaction - INFO - Epoch [27][2400/3757] lr: 1.000e-02, eta: 2 days, 16:49:22, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7867, loss_cls: 1.8919, loss: 1.8919, grad_norm: 5.2684 2021-02-04 23:19:46,268 - mmaction - INFO - Epoch [27][2420/3757] lr: 1.000e-02, eta: 2 days, 16:46:58, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.8031, loss_cls: 1.8007, loss: 1.8007, grad_norm: 5.1916 2021-02-04 23:19:55,154 - mmaction - INFO - Epoch [27][2440/3757] lr: 1.000e-02, eta: 2 days, 16:44:35, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7641, loss_cls: 1.9581, loss: 1.9581, grad_norm: 5.3489 2021-02-04 23:20:04,074 - mmaction - INFO - Epoch [27][2460/3757] lr: 1.000e-02, eta: 2 days, 16:42:12, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7781, loss_cls: 1.8899, loss: 1.8899, grad_norm: 5.0720 2021-02-04 23:20:12,949 - mmaction - INFO - Epoch [27][2480/3757] lr: 1.000e-02, eta: 2 days, 16:39:49, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7945, loss_cls: 1.7862, loss: 1.7862, grad_norm: 5.0977 2021-02-04 23:20:21,817 - mmaction - INFO - Epoch [27][2500/3757] lr: 1.000e-02, eta: 2 days, 16:37:25, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7930, loss_cls: 1.8716, loss: 1.8716, grad_norm: 5.1867 2021-02-04 23:20:30,739 - mmaction - INFO - Epoch [27][2520/3757] lr: 1.000e-02, eta: 2 days, 16:35:04, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.7977, loss_cls: 1.7833, loss: 1.7833, grad_norm: 5.0416 2021-02-04 23:20:39,696 - mmaction - INFO - Epoch [27][2540/3757] lr: 1.000e-02, eta: 2 days, 16:32:42, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8102, loss_cls: 1.7558, loss: 1.7558, grad_norm: 5.2553 2021-02-04 23:20:48,640 - mmaction - INFO - Epoch [27][2560/3757] lr: 1.000e-02, eta: 2 days, 16:30:21, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7891, loss_cls: 1.8548, loss: 1.8548, grad_norm: 5.3202 2021-02-04 23:20:57,541 - mmaction - INFO - Epoch [27][2580/3757] lr: 1.000e-02, eta: 2 days, 16:28:00, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5211, top5_acc: 0.7656, loss_cls: 2.0159, loss: 2.0159, grad_norm: 5.4955 2021-02-04 23:21:06,383 - mmaction - INFO - Epoch [27][2600/3757] lr: 1.000e-02, eta: 2 days, 16:25:38, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5359, top5_acc: 0.7594, loss_cls: 1.9740, loss: 1.9740, grad_norm: 5.2847 2021-02-04 23:21:15,301 - mmaction - INFO - Epoch [27][2620/3757] lr: 1.000e-02, eta: 2 days, 16:23:18, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7930, loss_cls: 1.8278, loss: 1.8278, grad_norm: 5.1956 2021-02-04 23:21:24,152 - mmaction - INFO - Epoch [27][2640/3757] lr: 1.000e-02, eta: 2 days, 16:20:56, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5352, top5_acc: 0.8000, loss_cls: 1.8817, loss: 1.8817, grad_norm: 5.2766 2021-02-04 23:21:33,031 - mmaction - INFO - Epoch [27][2660/3757] lr: 1.000e-02, eta: 2 days, 16:18:36, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5305, top5_acc: 0.7750, loss_cls: 1.9476, loss: 1.9476, grad_norm: 5.3183 2021-02-04 23:21:41,918 - mmaction - INFO - Epoch [27][2680/3757] lr: 1.000e-02, eta: 2 days, 16:16:16, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7922, loss_cls: 1.8541, loss: 1.8541, grad_norm: 5.2803 2021-02-04 23:21:50,800 - mmaction - INFO - Epoch [27][2700/3757] lr: 1.000e-02, eta: 2 days, 16:13:56, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7711, loss_cls: 1.9304, loss: 1.9304, grad_norm: 5.3114 2021-02-04 23:21:59,686 - mmaction - INFO - Epoch [27][2720/3757] lr: 1.000e-02, eta: 2 days, 16:11:36, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7867, loss_cls: 1.9091, loss: 1.9091, grad_norm: 5.2109 2021-02-04 23:22:08,607 - mmaction - INFO - Epoch [27][2740/3757] lr: 1.000e-02, eta: 2 days, 16:09:18, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5297, top5_acc: 0.7656, loss_cls: 2.0083, loss: 2.0083, grad_norm: 5.2041 2021-02-04 23:22:17,508 - mmaction - INFO - Epoch [27][2760/3757] lr: 1.000e-02, eta: 2 days, 16:06:59, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7820, loss_cls: 1.8939, loss: 1.8939, grad_norm: 5.1618 2021-02-04 23:22:26,389 - mmaction - INFO - Epoch [27][2780/3757] lr: 1.000e-02, eta: 2 days, 16:04:40, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7883, loss_cls: 1.8493, loss: 1.8493, grad_norm: 5.3371 2021-02-04 23:22:35,369 - mmaction - INFO - Epoch [27][2800/3757] lr: 1.000e-02, eta: 2 days, 16:02:23, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7984, loss_cls: 1.8226, loss: 1.8226, grad_norm: 5.2476 2021-02-04 23:22:44,281 - mmaction - INFO - Epoch [27][2820/3757] lr: 1.000e-02, eta: 2 days, 16:00:05, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5359, top5_acc: 0.7758, loss_cls: 1.9568, loss: 1.9568, grad_norm: 5.4805 2021-02-04 23:22:53,288 - mmaction - INFO - Epoch [27][2840/3757] lr: 1.000e-02, eta: 2 days, 15:57:50, time: 0.451, data_time: 0.004, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7797, loss_cls: 1.9051, loss: 1.9051, grad_norm: 5.2848 2021-02-04 23:23:02,218 - mmaction - INFO - Epoch [27][2860/3757] lr: 1.000e-02, eta: 2 days, 15:55:33, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7961, loss_cls: 1.8601, loss: 1.8601, grad_norm: 5.0724 2021-02-04 23:23:11,076 - mmaction - INFO - Epoch [27][2880/3757] lr: 1.000e-02, eta: 2 days, 15:53:15, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.8016, loss_cls: 1.8860, loss: 1.8860, grad_norm: 5.2827 2021-02-04 23:23:20,008 - mmaction - INFO - Epoch [27][2900/3757] lr: 1.000e-02, eta: 2 days, 15:50:59, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 1.9143, loss: 1.9143, grad_norm: 5.0891 2021-02-04 23:23:28,871 - mmaction - INFO - Epoch [27][2920/3757] lr: 1.000e-02, eta: 2 days, 15:48:42, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7766, loss_cls: 1.9125, loss: 1.9125, grad_norm: 5.1424 2021-02-04 23:23:37,803 - mmaction - INFO - Epoch [27][2940/3757] lr: 1.000e-02, eta: 2 days, 15:46:26, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7992, loss_cls: 1.8230, loss: 1.8230, grad_norm: 5.2172 2021-02-04 23:23:46,693 - mmaction - INFO - Epoch [27][2960/3757] lr: 1.000e-02, eta: 2 days, 15:44:10, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 1.9781, loss: 1.9781, grad_norm: 5.2280 2021-02-04 23:23:55,583 - mmaction - INFO - Epoch [27][2980/3757] lr: 1.000e-02, eta: 2 days, 15:41:55, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7680, loss_cls: 1.9053, loss: 1.9053, grad_norm: 4.9871 2021-02-04 23:24:04,491 - mmaction - INFO - Epoch [27][3000/3757] lr: 1.000e-02, eta: 2 days, 15:39:39, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8094, loss_cls: 1.8121, loss: 1.8121, grad_norm: 5.0121 2021-02-04 23:24:13,367 - mmaction - INFO - Epoch [27][3020/3757] lr: 1.000e-02, eta: 2 days, 15:37:24, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7945, loss_cls: 1.8448, loss: 1.8448, grad_norm: 5.2807 2021-02-04 23:24:22,289 - mmaction - INFO - Epoch [27][3040/3757] lr: 1.000e-02, eta: 2 days, 15:35:10, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7867, loss_cls: 1.8515, loss: 1.8515, grad_norm: 5.2662 2021-02-04 23:24:31,223 - mmaction - INFO - Epoch [27][3060/3757] lr: 1.000e-02, eta: 2 days, 15:32:56, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9133, loss: 1.9133, grad_norm: 5.3109 2021-02-04 23:24:40,139 - mmaction - INFO - Epoch [27][3080/3757] lr: 1.000e-02, eta: 2 days, 15:30:42, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5289, top5_acc: 0.7820, loss_cls: 1.9278, loss: 1.9278, grad_norm: 5.4368 2021-02-04 23:24:49,018 - mmaction - INFO - Epoch [27][3100/3757] lr: 1.000e-02, eta: 2 days, 15:28:28, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.9442, loss: 1.9442, grad_norm: 5.2100 2021-02-04 23:24:57,976 - mmaction - INFO - Epoch [27][3120/3757] lr: 1.000e-02, eta: 2 days, 15:26:15, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7992, loss_cls: 1.8550, loss: 1.8550, grad_norm: 5.0347 2021-02-04 23:25:06,914 - mmaction - INFO - Epoch [27][3140/3757] lr: 1.000e-02, eta: 2 days, 15:24:02, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7922, loss_cls: 1.8478, loss: 1.8478, grad_norm: 5.1471 2021-02-04 23:25:15,885 - mmaction - INFO - Epoch [27][3160/3757] lr: 1.000e-02, eta: 2 days, 15:21:50, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7773, loss_cls: 1.8786, loss: 1.8786, grad_norm: 5.2578 2021-02-04 23:25:24,759 - mmaction - INFO - Epoch [27][3180/3757] lr: 1.000e-02, eta: 2 days, 15:19:37, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5320, top5_acc: 0.7750, loss_cls: 1.9681, loss: 1.9681, grad_norm: 5.4921 2021-02-04 23:25:33,651 - mmaction - INFO - Epoch [27][3200/3757] lr: 1.000e-02, eta: 2 days, 15:17:24, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7867, loss_cls: 1.8052, loss: 1.8052, grad_norm: 5.2514 2021-02-04 23:25:42,545 - mmaction - INFO - Epoch [27][3220/3757] lr: 1.000e-02, eta: 2 days, 15:15:12, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7773, loss_cls: 1.9524, loss: 1.9524, grad_norm: 5.3346 2021-02-04 23:25:51,505 - mmaction - INFO - Epoch [27][3240/3757] lr: 1.000e-02, eta: 2 days, 15:13:01, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.8109, loss_cls: 1.7788, loss: 1.7788, grad_norm: 5.2136 2021-02-04 23:26:00,406 - mmaction - INFO - Epoch [27][3260/3757] lr: 1.000e-02, eta: 2 days, 15:10:49, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7805, loss_cls: 1.8650, loss: 1.8650, grad_norm: 5.0459 2021-02-04 23:26:09,346 - mmaction - INFO - Epoch [27][3280/3757] lr: 1.000e-02, eta: 2 days, 15:08:38, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7937, loss_cls: 1.8580, loss: 1.8580, grad_norm: 5.2244 2021-02-04 23:26:18,236 - mmaction - INFO - Epoch [27][3300/3757] lr: 1.000e-02, eta: 2 days, 15:06:27, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7937, loss_cls: 1.8891, loss: 1.8891, grad_norm: 5.4179 2021-02-04 23:26:27,087 - mmaction - INFO - Epoch [27][3320/3757] lr: 1.000e-02, eta: 2 days, 15:04:15, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5484, top5_acc: 0.8008, loss_cls: 1.8284, loss: 1.8284, grad_norm: 5.0613 2021-02-04 23:26:35,987 - mmaction - INFO - Epoch [27][3340/3757] lr: 1.000e-02, eta: 2 days, 15:02:05, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7812, loss_cls: 1.8890, loss: 1.8890, grad_norm: 5.1604 2021-02-04 23:26:44,955 - mmaction - INFO - Epoch [27][3360/3757] lr: 1.000e-02, eta: 2 days, 14:59:55, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7602, loss_cls: 1.9884, loss: 1.9884, grad_norm: 5.2983 2021-02-04 23:26:53,889 - mmaction - INFO - Epoch [27][3380/3757] lr: 1.000e-02, eta: 2 days, 14:57:46, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5359, top5_acc: 0.7766, loss_cls: 1.9622, loss: 1.9622, grad_norm: 5.3213 2021-02-04 23:27:02,784 - mmaction - INFO - Epoch [27][3400/3757] lr: 1.000e-02, eta: 2 days, 14:55:36, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.8016, loss_cls: 1.8391, loss: 1.8391, grad_norm: 5.2032 2021-02-04 23:27:11,680 - mmaction - INFO - Epoch [27][3420/3757] lr: 1.000e-02, eta: 2 days, 14:53:26, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5289, top5_acc: 0.7727, loss_cls: 1.9713, loss: 1.9713, grad_norm: 5.2047 2021-02-04 23:27:20,576 - mmaction - INFO - Epoch [27][3440/3757] lr: 1.000e-02, eta: 2 days, 14:51:17, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7906, loss_cls: 1.8639, loss: 1.8639, grad_norm: 5.0719 2021-02-04 23:27:29,521 - mmaction - INFO - Epoch [27][3460/3757] lr: 1.000e-02, eta: 2 days, 14:49:08, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7891, loss_cls: 1.8162, loss: 1.8162, grad_norm: 5.1653 2021-02-04 23:27:38,424 - mmaction - INFO - Epoch [27][3480/3757] lr: 1.000e-02, eta: 2 days, 14:46:59, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7680, loss_cls: 1.9708, loss: 1.9708, grad_norm: 5.1200 2021-02-04 23:27:47,284 - mmaction - INFO - Epoch [27][3500/3757] lr: 1.000e-02, eta: 2 days, 14:44:50, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8016, loss_cls: 1.8378, loss: 1.8378, grad_norm: 5.0804 2021-02-04 23:27:56,194 - mmaction - INFO - Epoch [27][3520/3757] lr: 1.000e-02, eta: 2 days, 14:42:42, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7766, loss_cls: 1.8878, loss: 1.8878, grad_norm: 5.2407 2021-02-04 23:28:05,119 - mmaction - INFO - Epoch [27][3540/3757] lr: 1.000e-02, eta: 2 days, 14:40:34, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7844, loss_cls: 1.9291, loss: 1.9291, grad_norm: 5.4533 2021-02-04 23:28:14,072 - mmaction - INFO - Epoch [27][3560/3757] lr: 1.000e-02, eta: 2 days, 14:38:27, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7805, loss_cls: 1.8824, loss: 1.8824, grad_norm: 5.2085 2021-02-04 23:28:22,967 - mmaction - INFO - Epoch [27][3580/3757] lr: 1.000e-02, eta: 2 days, 14:36:20, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7961, loss_cls: 1.9214, loss: 1.9214, grad_norm: 5.1151 2021-02-04 23:28:31,944 - mmaction - INFO - Epoch [27][3600/3757] lr: 1.000e-02, eta: 2 days, 14:34:13, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7664, loss_cls: 1.9540, loss: 1.9540, grad_norm: 4.9962 2021-02-04 23:28:40,814 - mmaction - INFO - Epoch [27][3620/3757] lr: 1.000e-02, eta: 2 days, 14:32:06, time: 0.445, data_time: 0.003, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7664, loss_cls: 1.9567, loss: 1.9567, grad_norm: 5.2897 2021-02-04 23:28:49,746 - mmaction - INFO - Epoch [27][3640/3757] lr: 1.000e-02, eta: 2 days, 14:30:00, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7867, loss_cls: 1.9189, loss: 1.9189, grad_norm: 5.3225 2021-02-04 23:28:58,627 - mmaction - INFO - Epoch [27][3660/3757] lr: 1.000e-02, eta: 2 days, 14:27:53, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7969, loss_cls: 1.8955, loss: 1.8955, grad_norm: 5.3356 2021-02-04 23:29:07,569 - mmaction - INFO - Epoch [27][3680/3757] lr: 1.000e-02, eta: 2 days, 14:25:48, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7734, loss_cls: 1.9461, loss: 1.9461, grad_norm: 5.1916 2021-02-04 23:29:16,508 - mmaction - INFO - Epoch [27][3700/3757] lr: 1.000e-02, eta: 2 days, 14:23:42, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7867, loss_cls: 1.9087, loss: 1.9087, grad_norm: 5.2581 2021-02-04 23:29:25,406 - mmaction - INFO - Epoch [27][3720/3757] lr: 1.000e-02, eta: 2 days, 14:21:36, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7703, loss_cls: 1.9167, loss: 1.9167, grad_norm: 5.2220 2021-02-04 23:29:34,355 - mmaction - INFO - Epoch [27][3740/3757] lr: 1.000e-02, eta: 2 days, 14:19:31, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7836, loss_cls: 1.8419, loss: 1.8419, grad_norm: 5.0251 2021-02-04 23:29:42,535 - mmaction - INFO - Saving checkpoint at 27 epochs 2021-02-04 23:30:13,556 - mmaction - INFO - Epoch [28][20/3757] lr: 1.000e-02, eta: 2 days, 14:18:59, time: 1.508, data_time: 1.050, memory: 7141, top1_acc: 0.5609, top5_acc: 0.8008, loss_cls: 1.8091, loss: 1.8091, grad_norm: 5.2528 2021-02-04 23:30:22,461 - mmaction - INFO - Epoch [28][40/3757] lr: 1.000e-02, eta: 2 days, 14:16:54, time: 0.445, data_time: 0.004, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7937, loss_cls: 1.8457, loss: 1.8457, grad_norm: 5.0983 2021-02-04 23:30:31,287 - mmaction - INFO - Epoch [28][60/3757] lr: 1.000e-02, eta: 2 days, 14:14:49, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7828, loss_cls: 1.8989, loss: 1.8989, grad_norm: 5.2897 2021-02-04 23:30:40,243 - mmaction - INFO - Epoch [28][80/3757] lr: 1.000e-02, eta: 2 days, 14:12:45, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7867, loss_cls: 1.8573, loss: 1.8573, grad_norm: 5.1867 2021-02-04 23:30:49,193 - mmaction - INFO - Epoch [28][100/3757] lr: 1.000e-02, eta: 2 days, 14:10:41, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8102, loss_cls: 1.7505, loss: 1.7505, grad_norm: 5.2381 2021-02-04 23:30:58,099 - mmaction - INFO - Epoch [28][120/3757] lr: 1.000e-02, eta: 2 days, 14:08:37, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7891, loss_cls: 1.8334, loss: 1.8334, grad_norm: 5.4016 2021-02-04 23:31:07,008 - mmaction - INFO - Epoch [28][140/3757] lr: 1.000e-02, eta: 2 days, 14:06:34, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.8023, loss_cls: 1.8410, loss: 1.8410, grad_norm: 5.3599 2021-02-04 23:31:15,959 - mmaction - INFO - Epoch [28][160/3757] lr: 1.000e-02, eta: 2 days, 14:04:31, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8047, loss_cls: 1.7672, loss: 1.7672, grad_norm: 5.1805 2021-02-04 23:31:24,822 - mmaction - INFO - Epoch [28][180/3757] lr: 1.000e-02, eta: 2 days, 14:02:27, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7883, loss_cls: 1.8492, loss: 1.8492, grad_norm: 5.4200 2021-02-04 23:31:33,718 - mmaction - INFO - Epoch [28][200/3757] lr: 1.000e-02, eta: 2 days, 14:00:24, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7898, loss_cls: 1.8415, loss: 1.8415, grad_norm: 5.2007 2021-02-04 23:31:42,583 - mmaction - INFO - Epoch [28][220/3757] lr: 1.000e-02, eta: 2 days, 13:58:20, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7727, loss_cls: 1.9754, loss: 1.9754, grad_norm: 5.3726 2021-02-04 23:31:51,560 - mmaction - INFO - Epoch [28][240/3757] lr: 1.000e-02, eta: 2 days, 13:56:19, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7883, loss_cls: 1.8510, loss: 1.8510, grad_norm: 5.0282 2021-02-04 23:32:00,462 - mmaction - INFO - Epoch [28][260/3757] lr: 1.000e-02, eta: 2 days, 13:54:17, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7773, loss_cls: 1.9010, loss: 1.9010, grad_norm: 5.2344 2021-02-04 23:32:09,477 - mmaction - INFO - Epoch [28][280/3757] lr: 1.000e-02, eta: 2 days, 13:52:16, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7859, loss_cls: 1.9046, loss: 1.9046, grad_norm: 5.3550 2021-02-04 23:32:18,336 - mmaction - INFO - Epoch [28][300/3757] lr: 1.000e-02, eta: 2 days, 13:50:14, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8055, loss_cls: 1.7753, loss: 1.7753, grad_norm: 5.3016 2021-02-04 23:32:27,238 - mmaction - INFO - Epoch [28][320/3757] lr: 1.000e-02, eta: 2 days, 13:48:12, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7906, loss_cls: 1.8415, loss: 1.8415, grad_norm: 5.2324 2021-02-04 23:32:36,124 - mmaction - INFO - Epoch [28][340/3757] lr: 1.000e-02, eta: 2 days, 13:46:10, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7977, loss_cls: 1.8392, loss: 1.8392, grad_norm: 5.2702 2021-02-04 23:32:45,204 - mmaction - INFO - Epoch [28][360/3757] lr: 1.000e-02, eta: 2 days, 13:44:12, time: 0.454, data_time: 0.010, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7969, loss_cls: 1.8266, loss: 1.8266, grad_norm: 5.2758 2021-02-04 23:32:54,113 - mmaction - INFO - Epoch [28][380/3757] lr: 1.000e-02, eta: 2 days, 13:42:11, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7719, loss_cls: 1.8391, loss: 1.8391, grad_norm: 5.2616 2021-02-04 23:33:03,058 - mmaction - INFO - Epoch [28][400/3757] lr: 1.000e-02, eta: 2 days, 13:40:11, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8016, loss_cls: 1.8049, loss: 1.8049, grad_norm: 5.1372 2021-02-04 23:33:11,955 - mmaction - INFO - Epoch [28][420/3757] lr: 1.000e-02, eta: 2 days, 13:38:10, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7750, loss_cls: 1.9244, loss: 1.9244, grad_norm: 5.4439 2021-02-04 23:33:20,911 - mmaction - INFO - Epoch [28][440/3757] lr: 1.000e-02, eta: 2 days, 13:36:11, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7852, loss_cls: 1.9287, loss: 1.9287, grad_norm: 5.2661 2021-02-04 23:33:29,815 - mmaction - INFO - Epoch [28][460/3757] lr: 1.000e-02, eta: 2 days, 13:34:11, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7930, loss_cls: 1.8411, loss: 1.8411, grad_norm: 5.2203 2021-02-04 23:33:38,698 - mmaction - INFO - Epoch [28][480/3757] lr: 1.000e-02, eta: 2 days, 13:32:11, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7820, loss_cls: 1.8716, loss: 1.8716, grad_norm: 5.0773 2021-02-04 23:33:47,574 - mmaction - INFO - Epoch [28][500/3757] lr: 1.000e-02, eta: 2 days, 13:30:11, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8008, loss_cls: 1.8329, loss: 1.8329, grad_norm: 5.1405 2021-02-04 23:33:56,525 - mmaction - INFO - Epoch [28][520/3757] lr: 1.000e-02, eta: 2 days, 13:28:12, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7984, loss_cls: 1.8265, loss: 1.8265, grad_norm: 5.3156 2021-02-04 23:34:05,448 - mmaction - INFO - Epoch [28][540/3757] lr: 1.000e-02, eta: 2 days, 13:26:13, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7891, loss_cls: 1.8344, loss: 1.8344, grad_norm: 5.3532 2021-02-04 23:34:14,386 - mmaction - INFO - Epoch [28][560/3757] lr: 1.000e-02, eta: 2 days, 13:24:15, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7781, loss_cls: 1.8783, loss: 1.8783, grad_norm: 5.2633 2021-02-04 23:34:23,246 - mmaction - INFO - Epoch [28][580/3757] lr: 1.000e-02, eta: 2 days, 13:22:16, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7875, loss_cls: 1.8539, loss: 1.8539, grad_norm: 5.1780 2021-02-04 23:34:32,256 - mmaction - INFO - Epoch [28][600/3757] lr: 1.000e-02, eta: 2 days, 13:20:19, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.8031, loss_cls: 1.7730, loss: 1.7730, grad_norm: 5.2541 2021-02-04 23:34:41,161 - mmaction - INFO - Epoch [28][620/3757] lr: 1.000e-02, eta: 2 days, 13:18:21, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7906, loss_cls: 1.8669, loss: 1.8669, grad_norm: 5.3742 2021-02-04 23:34:50,075 - mmaction - INFO - Epoch [28][640/3757] lr: 1.000e-02, eta: 2 days, 13:16:23, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7898, loss_cls: 1.8662, loss: 1.8662, grad_norm: 5.2609 2021-02-04 23:34:58,989 - mmaction - INFO - Epoch [28][660/3757] lr: 1.000e-02, eta: 2 days, 13:14:25, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7859, loss_cls: 1.9028, loss: 1.9028, grad_norm: 5.1715 2021-02-04 23:35:07,939 - mmaction - INFO - Epoch [28][680/3757] lr: 1.000e-02, eta: 2 days, 13:12:28, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7805, loss_cls: 1.8460, loss: 1.8460, grad_norm: 5.1200 2021-02-04 23:35:16,827 - mmaction - INFO - Epoch [28][700/3757] lr: 1.000e-02, eta: 2 days, 13:10:31, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8008, loss_cls: 1.8148, loss: 1.8148, grad_norm: 5.2035 2021-02-04 23:35:25,688 - mmaction - INFO - Epoch [28][720/3757] lr: 1.000e-02, eta: 2 days, 13:08:34, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7906, loss_cls: 1.9058, loss: 1.9058, grad_norm: 5.2209 2021-02-04 23:35:34,611 - mmaction - INFO - Epoch [28][740/3757] lr: 1.000e-02, eta: 2 days, 13:06:37, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7867, loss_cls: 1.8283, loss: 1.8283, grad_norm: 5.1440 2021-02-04 23:35:43,579 - mmaction - INFO - Epoch [28][760/3757] lr: 1.000e-02, eta: 2 days, 13:04:41, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7906, loss_cls: 1.8579, loss: 1.8579, grad_norm: 5.3172 2021-02-04 23:35:52,513 - mmaction - INFO - Epoch [28][780/3757] lr: 1.000e-02, eta: 2 days, 13:02:45, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7797, loss_cls: 1.8848, loss: 1.8848, grad_norm: 4.9697 2021-02-04 23:36:01,479 - mmaction - INFO - Epoch [28][800/3757] lr: 1.000e-02, eta: 2 days, 13:00:50, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7680, loss_cls: 1.9272, loss: 1.9272, grad_norm: 5.2501 2021-02-04 23:36:10,422 - mmaction - INFO - Epoch [28][820/3757] lr: 1.000e-02, eta: 2 days, 12:58:54, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7797, loss_cls: 1.9147, loss: 1.9147, grad_norm: 5.1643 2021-02-04 23:36:19,334 - mmaction - INFO - Epoch [28][840/3757] lr: 1.000e-02, eta: 2 days, 12:56:59, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.8016, loss_cls: 1.8158, loss: 1.8158, grad_norm: 5.3006 2021-02-04 23:36:28,239 - mmaction - INFO - Epoch [28][860/3757] lr: 1.000e-02, eta: 2 days, 12:55:03, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5359, top5_acc: 0.7969, loss_cls: 1.8702, loss: 1.8702, grad_norm: 5.3871 2021-02-04 23:36:37,206 - mmaction - INFO - Epoch [28][880/3757] lr: 1.000e-02, eta: 2 days, 12:53:09, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7859, loss_cls: 1.8594, loss: 1.8594, grad_norm: 5.3215 2021-02-04 23:36:46,160 - mmaction - INFO - Epoch [28][900/3757] lr: 1.000e-02, eta: 2 days, 12:51:15, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8117, loss_cls: 1.7597, loss: 1.7597, grad_norm: 5.1340 2021-02-04 23:36:55,070 - mmaction - INFO - Epoch [28][920/3757] lr: 1.000e-02, eta: 2 days, 12:49:20, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7828, loss_cls: 1.8955, loss: 1.8955, grad_norm: 5.1790 2021-02-04 23:37:03,975 - mmaction - INFO - Epoch [28][940/3757] lr: 1.000e-02, eta: 2 days, 12:47:25, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7852, loss_cls: 1.9186, loss: 1.9186, grad_norm: 5.2720 2021-02-04 23:37:12,851 - mmaction - INFO - Epoch [28][960/3757] lr: 1.000e-02, eta: 2 days, 12:45:30, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5914, top5_acc: 0.7992, loss_cls: 1.7362, loss: 1.7362, grad_norm: 5.1227 2021-02-04 23:37:21,808 - mmaction - INFO - Epoch [28][980/3757] lr: 1.000e-02, eta: 2 days, 12:43:37, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7773, loss_cls: 1.8561, loss: 1.8561, grad_norm: 5.3429 2021-02-04 23:37:30,714 - mmaction - INFO - Epoch [28][1000/3757] lr: 1.000e-02, eta: 2 days, 12:41:43, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8016, loss_cls: 1.8103, loss: 1.8103, grad_norm: 5.4935 2021-02-04 23:37:39,639 - mmaction - INFO - Epoch [28][1020/3757] lr: 1.000e-02, eta: 2 days, 12:39:50, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7727, loss_cls: 1.9313, loss: 1.9313, grad_norm: 5.2627 2021-02-04 23:37:48,522 - mmaction - INFO - Epoch [28][1040/3757] lr: 1.000e-02, eta: 2 days, 12:37:56, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7828, loss_cls: 1.9047, loss: 1.9047, grad_norm: 5.1156 2021-02-04 23:37:57,398 - mmaction - INFO - Epoch [28][1060/3757] lr: 1.000e-02, eta: 2 days, 12:36:02, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7828, loss_cls: 1.9110, loss: 1.9110, grad_norm: 5.1746 2021-02-04 23:38:06,313 - mmaction - INFO - Epoch [28][1080/3757] lr: 1.000e-02, eta: 2 days, 12:34:09, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7867, loss_cls: 1.8452, loss: 1.8452, grad_norm: 5.1801 2021-02-04 23:38:15,199 - mmaction - INFO - Epoch [28][1100/3757] lr: 1.000e-02, eta: 2 days, 12:32:16, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8016, loss_cls: 1.7640, loss: 1.7640, grad_norm: 5.3456 2021-02-04 23:38:24,163 - mmaction - INFO - Epoch [28][1120/3757] lr: 1.000e-02, eta: 2 days, 12:30:24, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7922, loss_cls: 1.7976, loss: 1.7976, grad_norm: 5.1585 2021-02-04 23:38:33,084 - mmaction - INFO - Epoch [28][1140/3757] lr: 1.000e-02, eta: 2 days, 12:28:31, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7992, loss_cls: 1.7921, loss: 1.7921, grad_norm: 5.1281 2021-02-04 23:38:42,041 - mmaction - INFO - Epoch [28][1160/3757] lr: 1.000e-02, eta: 2 days, 12:26:40, time: 0.449, data_time: 0.002, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7945, loss_cls: 1.8483, loss: 1.8483, grad_norm: 5.0465 2021-02-04 23:38:50,996 - mmaction - INFO - Epoch [28][1180/3757] lr: 1.000e-02, eta: 2 days, 12:24:49, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7742, loss_cls: 1.8556, loss: 1.8556, grad_norm: 5.0938 2021-02-04 23:38:59,925 - mmaction - INFO - Epoch [28][1200/3757] lr: 1.000e-02, eta: 2 days, 12:22:57, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8016, loss_cls: 1.7722, loss: 1.7722, grad_norm: 5.2126 2021-02-04 23:39:08,848 - mmaction - INFO - Epoch [28][1220/3757] lr: 1.000e-02, eta: 2 days, 12:21:05, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7852, loss_cls: 1.8531, loss: 1.8531, grad_norm: 5.2228 2021-02-04 23:39:17,674 - mmaction - INFO - Epoch [28][1240/3757] lr: 1.000e-02, eta: 2 days, 12:19:13, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7937, loss_cls: 1.8992, loss: 1.8992, grad_norm: 5.3445 2021-02-04 23:39:26,521 - mmaction - INFO - Epoch [28][1260/3757] lr: 1.000e-02, eta: 2 days, 12:17:21, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7898, loss_cls: 1.8520, loss: 1.8520, grad_norm: 5.1298 2021-02-04 23:39:35,427 - mmaction - INFO - Epoch [28][1280/3757] lr: 1.000e-02, eta: 2 days, 12:15:30, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8047, loss_cls: 1.7832, loss: 1.7832, grad_norm: 5.1850 2021-02-04 23:39:44,243 - mmaction - INFO - Epoch [28][1300/3757] lr: 1.000e-02, eta: 2 days, 12:13:38, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7859, loss_cls: 1.8751, loss: 1.8751, grad_norm: 5.0728 2021-02-04 23:39:53,064 - mmaction - INFO - Epoch [28][1320/3757] lr: 1.000e-02, eta: 2 days, 12:11:46, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.8008, loss_cls: 1.8190, loss: 1.8190, grad_norm: 5.1816 2021-02-04 23:40:01,944 - mmaction - INFO - Epoch [28][1340/3757] lr: 1.000e-02, eta: 2 days, 12:09:55, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.8524, loss: 1.8524, grad_norm: 5.1114 2021-02-04 23:40:10,900 - mmaction - INFO - Epoch [28][1360/3757] lr: 1.000e-02, eta: 2 days, 12:08:06, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8086, loss_cls: 1.7772, loss: 1.7772, grad_norm: 5.2715 2021-02-04 23:40:19,815 - mmaction - INFO - Epoch [28][1380/3757] lr: 1.000e-02, eta: 2 days, 12:06:16, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7914, loss_cls: 1.8373, loss: 1.8373, grad_norm: 5.1874 2021-02-04 23:40:28,725 - mmaction - INFO - Epoch [28][1400/3757] lr: 1.000e-02, eta: 2 days, 12:04:26, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8055, loss_cls: 1.8026, loss: 1.8026, grad_norm: 5.2527 2021-02-04 23:40:37,655 - mmaction - INFO - Epoch [28][1420/3757] lr: 1.000e-02, eta: 2 days, 12:02:37, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7977, loss_cls: 1.8343, loss: 1.8343, grad_norm: 5.1418 2021-02-04 23:40:46,511 - mmaction - INFO - Epoch [28][1440/3757] lr: 1.000e-02, eta: 2 days, 12:00:46, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8047, loss_cls: 1.7692, loss: 1.7692, grad_norm: 5.2425 2021-02-04 23:40:55,411 - mmaction - INFO - Epoch [28][1460/3757] lr: 1.000e-02, eta: 2 days, 11:58:57, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8008, loss_cls: 1.7417, loss: 1.7417, grad_norm: 5.2265 2021-02-04 23:41:04,324 - mmaction - INFO - Epoch [28][1480/3757] lr: 1.000e-02, eta: 2 days, 11:57:08, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7891, loss_cls: 1.8926, loss: 1.8926, grad_norm: 5.1379 2021-02-04 23:41:13,267 - mmaction - INFO - Epoch [28][1500/3757] lr: 1.000e-02, eta: 2 days, 11:55:20, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7812, loss_cls: 1.8768, loss: 1.8768, grad_norm: 5.2521 2021-02-04 23:41:22,157 - mmaction - INFO - Epoch [28][1520/3757] lr: 1.000e-02, eta: 2 days, 11:53:31, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.8094, loss_cls: 1.8163, loss: 1.8163, grad_norm: 5.2543 2021-02-04 23:41:31,089 - mmaction - INFO - Epoch [28][1540/3757] lr: 1.000e-02, eta: 2 days, 11:51:43, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5281, top5_acc: 0.7695, loss_cls: 1.9940, loss: 1.9940, grad_norm: 5.3379 2021-02-04 23:41:39,964 - mmaction - INFO - Epoch [28][1560/3757] lr: 1.000e-02, eta: 2 days, 11:49:54, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8039, loss_cls: 1.8062, loss: 1.8062, grad_norm: 5.2982 2021-02-04 23:41:48,910 - mmaction - INFO - Epoch [28][1580/3757] lr: 1.000e-02, eta: 2 days, 11:48:06, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.7891, loss_cls: 1.7520, loss: 1.7520, grad_norm: 4.9265 2021-02-04 23:41:57,819 - mmaction - INFO - Epoch [28][1600/3757] lr: 1.000e-02, eta: 2 days, 11:46:19, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.7961, loss_cls: 1.7871, loss: 1.7871, grad_norm: 5.0497 2021-02-04 23:42:06,694 - mmaction - INFO - Epoch [28][1620/3757] lr: 1.000e-02, eta: 2 days, 11:44:31, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5305, top5_acc: 0.7812, loss_cls: 1.9113, loss: 1.9113, grad_norm: 5.5776 2021-02-04 23:42:15,567 - mmaction - INFO - Epoch [28][1640/3757] lr: 1.000e-02, eta: 2 days, 11:42:43, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7836, loss_cls: 1.8635, loss: 1.8635, grad_norm: 5.2337 2021-02-04 23:42:24,458 - mmaction - INFO - Epoch [28][1660/3757] lr: 1.000e-02, eta: 2 days, 11:40:55, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7891, loss_cls: 1.8509, loss: 1.8509, grad_norm: 5.2531 2021-02-04 23:42:33,362 - mmaction - INFO - Epoch [28][1680/3757] lr: 1.000e-02, eta: 2 days, 11:39:08, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7812, loss_cls: 1.8938, loss: 1.8938, grad_norm: 5.2799 2021-02-04 23:42:42,250 - mmaction - INFO - Epoch [28][1700/3757] lr: 1.000e-02, eta: 2 days, 11:37:21, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.8047, loss_cls: 1.8062, loss: 1.8062, grad_norm: 5.0770 2021-02-04 23:42:51,150 - mmaction - INFO - Epoch [28][1720/3757] lr: 1.000e-02, eta: 2 days, 11:35:34, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8141, loss_cls: 1.7642, loss: 1.7642, grad_norm: 5.2229 2021-02-04 23:43:00,093 - mmaction - INFO - Epoch [28][1740/3757] lr: 1.000e-02, eta: 2 days, 11:33:48, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7820, loss_cls: 1.8903, loss: 1.8903, grad_norm: 5.1743 2021-02-04 23:43:08,992 - mmaction - INFO - Epoch [28][1760/3757] lr: 1.000e-02, eta: 2 days, 11:32:02, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7930, loss_cls: 1.8927, loss: 1.8927, grad_norm: 5.3564 2021-02-04 23:43:17,825 - mmaction - INFO - Epoch [28][1780/3757] lr: 1.000e-02, eta: 2 days, 11:30:15, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7937, loss_cls: 1.9038, loss: 1.9038, grad_norm: 5.3974 2021-02-04 23:43:26,863 - mmaction - INFO - Epoch [28][1800/3757] lr: 1.000e-02, eta: 2 days, 11:28:30, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7742, loss_cls: 1.9130, loss: 1.9130, grad_norm: 5.0618 2021-02-04 23:43:35,872 - mmaction - INFO - Epoch [28][1820/3757] lr: 1.000e-02, eta: 2 days, 11:26:46, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7656, loss_cls: 1.8955, loss: 1.8955, grad_norm: 5.0797 2021-02-04 23:43:44,824 - mmaction - INFO - Epoch [28][1840/3757] lr: 1.000e-02, eta: 2 days, 11:25:01, time: 0.448, data_time: 0.002, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7836, loss_cls: 1.9121, loss: 1.9121, grad_norm: 5.3028 2021-02-04 23:43:53,751 - mmaction - INFO - Epoch [28][1860/3757] lr: 1.000e-02, eta: 2 days, 11:23:16, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.9170, loss: 1.9170, grad_norm: 5.2014 2021-02-04 23:44:02,601 - mmaction - INFO - Epoch [28][1880/3757] lr: 1.000e-02, eta: 2 days, 11:21:30, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8047, loss_cls: 1.7999, loss: 1.7999, grad_norm: 5.1264 2021-02-04 23:44:11,441 - mmaction - INFO - Epoch [28][1900/3757] lr: 1.000e-02, eta: 2 days, 11:19:44, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7891, loss_cls: 1.8264, loss: 1.8264, grad_norm: 5.1724 2021-02-04 23:44:20,424 - mmaction - INFO - Epoch [28][1920/3757] lr: 1.000e-02, eta: 2 days, 11:18:00, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8047, loss_cls: 1.7661, loss: 1.7661, grad_norm: 5.0704 2021-02-04 23:44:29,315 - mmaction - INFO - Epoch [28][1940/3757] lr: 1.000e-02, eta: 2 days, 11:16:15, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7859, loss_cls: 1.8470, loss: 1.8470, grad_norm: 5.3055 2021-02-04 23:44:38,224 - mmaction - INFO - Epoch [28][1960/3757] lr: 1.000e-02, eta: 2 days, 11:14:31, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.8086, loss_cls: 1.7989, loss: 1.7989, grad_norm: 5.0803 2021-02-04 23:44:47,108 - mmaction - INFO - Epoch [28][1980/3757] lr: 1.000e-02, eta: 2 days, 11:12:46, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7820, loss_cls: 1.8423, loss: 1.8423, grad_norm: 5.1423 2021-02-04 23:44:56,058 - mmaction - INFO - Epoch [28][2000/3757] lr: 1.000e-02, eta: 2 days, 11:11:03, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7945, loss_cls: 1.8359, loss: 1.8359, grad_norm: 5.1761 2021-02-04 23:45:05,007 - mmaction - INFO - Epoch [28][2020/3757] lr: 1.000e-02, eta: 2 days, 11:09:19, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7953, loss_cls: 1.7931, loss: 1.7931, grad_norm: 5.0086 2021-02-04 23:45:13,946 - mmaction - INFO - Epoch [28][2040/3757] lr: 1.000e-02, eta: 2 days, 11:07:36, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7992, loss_cls: 1.7986, loss: 1.7986, grad_norm: 5.1530 2021-02-04 23:45:22,819 - mmaction - INFO - Epoch [28][2060/3757] lr: 1.000e-02, eta: 2 days, 11:05:52, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8008, loss_cls: 1.8147, loss: 1.8147, grad_norm: 5.3125 2021-02-04 23:45:31,697 - mmaction - INFO - Epoch [28][2080/3757] lr: 1.000e-02, eta: 2 days, 11:04:08, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7852, loss_cls: 1.9031, loss: 1.9031, grad_norm: 5.4267 2021-02-04 23:45:40,609 - mmaction - INFO - Epoch [28][2100/3757] lr: 1.000e-02, eta: 2 days, 11:02:25, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7969, loss_cls: 1.8328, loss: 1.8328, grad_norm: 5.2196 2021-02-04 23:45:49,565 - mmaction - INFO - Epoch [28][2120/3757] lr: 1.000e-02, eta: 2 days, 11:00:43, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7844, loss_cls: 1.8893, loss: 1.8893, grad_norm: 5.1754 2021-02-04 23:45:58,500 - mmaction - INFO - Epoch [28][2140/3757] lr: 1.000e-02, eta: 2 days, 10:59:01, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7867, loss_cls: 1.8663, loss: 1.8663, grad_norm: 5.2419 2021-02-04 23:46:07,448 - mmaction - INFO - Epoch [28][2160/3757] lr: 1.000e-02, eta: 2 days, 10:57:18, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5336, top5_acc: 0.7711, loss_cls: 1.9705, loss: 1.9705, grad_norm: 5.3490 2021-02-04 23:46:16,440 - mmaction - INFO - Epoch [28][2180/3757] lr: 1.000e-02, eta: 2 days, 10:55:37, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7781, loss_cls: 1.9252, loss: 1.9252, grad_norm: 5.2720 2021-02-04 23:46:25,404 - mmaction - INFO - Epoch [28][2200/3757] lr: 1.000e-02, eta: 2 days, 10:53:55, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7812, loss_cls: 1.9325, loss: 1.9325, grad_norm: 5.3707 2021-02-04 23:46:34,306 - mmaction - INFO - Epoch [28][2220/3757] lr: 1.000e-02, eta: 2 days, 10:52:13, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5258, top5_acc: 0.7812, loss_cls: 1.9830, loss: 1.9830, grad_norm: 5.1849 2021-02-04 23:46:43,250 - mmaction - INFO - Epoch [28][2240/3757] lr: 1.000e-02, eta: 2 days, 10:50:32, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8063, loss_cls: 1.7432, loss: 1.7432, grad_norm: 4.9884 2021-02-04 23:46:52,127 - mmaction - INFO - Epoch [28][2260/3757] lr: 1.000e-02, eta: 2 days, 10:48:50, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7937, loss_cls: 1.8310, loss: 1.8310, grad_norm: 5.1650 2021-02-04 23:47:01,023 - mmaction - INFO - Epoch [28][2280/3757] lr: 1.000e-02, eta: 2 days, 10:47:08, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7852, loss_cls: 1.8601, loss: 1.8601, grad_norm: 5.1501 2021-02-04 23:47:09,909 - mmaction - INFO - Epoch [28][2300/3757] lr: 1.000e-02, eta: 2 days, 10:45:26, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7789, loss_cls: 1.8912, loss: 1.8912, grad_norm: 5.3049 2021-02-04 23:47:18,836 - mmaction - INFO - Epoch [28][2320/3757] lr: 1.000e-02, eta: 2 days, 10:43:45, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7969, loss_cls: 1.7841, loss: 1.7841, grad_norm: 5.0730 2021-02-04 23:47:27,715 - mmaction - INFO - Epoch [28][2340/3757] lr: 1.000e-02, eta: 2 days, 10:42:04, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7695, loss_cls: 1.9035, loss: 1.9035, grad_norm: 5.3102 2021-02-04 23:47:36,602 - mmaction - INFO - Epoch [28][2360/3757] lr: 1.000e-02, eta: 2 days, 10:40:23, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5320, top5_acc: 0.7742, loss_cls: 1.9064, loss: 1.9064, grad_norm: 5.2706 2021-02-04 23:47:45,483 - mmaction - INFO - Epoch [28][2380/3757] lr: 1.000e-02, eta: 2 days, 10:38:42, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7781, loss_cls: 1.8998, loss: 1.8998, grad_norm: 5.1970 2021-02-04 23:47:54,427 - mmaction - INFO - Epoch [28][2400/3757] lr: 1.000e-02, eta: 2 days, 10:37:02, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7891, loss_cls: 1.9469, loss: 1.9469, grad_norm: 5.3576 2021-02-04 23:48:03,343 - mmaction - INFO - Epoch [28][2420/3757] lr: 1.000e-02, eta: 2 days, 10:35:21, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7844, loss_cls: 1.8734, loss: 1.8734, grad_norm: 5.1570 2021-02-04 23:48:12,205 - mmaction - INFO - Epoch [28][2440/3757] lr: 1.000e-02, eta: 2 days, 10:33:41, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.8071, loss: 1.8071, grad_norm: 5.1936 2021-02-04 23:48:21,133 - mmaction - INFO - Epoch [28][2460/3757] lr: 1.000e-02, eta: 2 days, 10:32:01, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7758, loss_cls: 1.8967, loss: 1.8967, grad_norm: 5.2954 2021-02-04 23:48:30,240 - mmaction - INFO - Epoch [28][2480/3757] lr: 1.000e-02, eta: 2 days, 10:30:24, time: 0.455, data_time: 0.011, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7805, loss_cls: 1.8952, loss: 1.8952, grad_norm: 5.2623 2021-02-04 23:48:39,100 - mmaction - INFO - Epoch [28][2500/3757] lr: 1.000e-02, eta: 2 days, 10:28:43, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7992, loss_cls: 1.8786, loss: 1.8786, grad_norm: 5.2648 2021-02-04 23:48:48,030 - mmaction - INFO - Epoch [28][2520/3757] lr: 1.000e-02, eta: 2 days, 10:27:04, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7797, loss_cls: 1.8643, loss: 1.8643, grad_norm: 5.0652 2021-02-04 23:48:56,966 - mmaction - INFO - Epoch [28][2540/3757] lr: 1.000e-02, eta: 2 days, 10:25:25, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7984, loss_cls: 1.8036, loss: 1.8036, grad_norm: 5.2305 2021-02-04 23:49:05,872 - mmaction - INFO - Epoch [28][2560/3757] lr: 1.000e-02, eta: 2 days, 10:23:46, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7898, loss_cls: 1.8491, loss: 1.8491, grad_norm: 5.1186 2021-02-04 23:49:14,744 - mmaction - INFO - Epoch [28][2580/3757] lr: 1.000e-02, eta: 2 days, 10:22:07, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7875, loss_cls: 1.8230, loss: 1.8230, grad_norm: 5.1976 2021-02-04 23:49:23,621 - mmaction - INFO - Epoch [28][2600/3757] lr: 1.000e-02, eta: 2 days, 10:20:27, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5328, top5_acc: 0.7648, loss_cls: 1.9831, loss: 1.9831, grad_norm: 5.2670 2021-02-04 23:49:32,480 - mmaction - INFO - Epoch [28][2620/3757] lr: 1.000e-02, eta: 2 days, 10:18:48, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7781, loss_cls: 1.9103, loss: 1.9103, grad_norm: 5.1459 2021-02-04 23:49:41,362 - mmaction - INFO - Epoch [28][2640/3757] lr: 1.000e-02, eta: 2 days, 10:17:09, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7883, loss_cls: 1.8841, loss: 1.8841, grad_norm: 5.3062 2021-02-04 23:49:50,288 - mmaction - INFO - Epoch [28][2660/3757] lr: 1.000e-02, eta: 2 days, 10:15:31, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7836, loss_cls: 1.9077, loss: 1.9077, grad_norm: 5.1262 2021-02-04 23:49:59,175 - mmaction - INFO - Epoch [28][2680/3757] lr: 1.000e-02, eta: 2 days, 10:13:53, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8016, loss_cls: 1.8121, loss: 1.8121, grad_norm: 5.2370 2021-02-04 23:50:08,073 - mmaction - INFO - Epoch [28][2700/3757] lr: 1.000e-02, eta: 2 days, 10:12:15, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7820, loss_cls: 1.8921, loss: 1.8921, grad_norm: 5.4415 2021-02-04 23:50:16,946 - mmaction - INFO - Epoch [28][2720/3757] lr: 1.000e-02, eta: 2 days, 10:10:37, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7711, loss_cls: 1.9793, loss: 1.9793, grad_norm: 5.3886 2021-02-04 23:50:25,863 - mmaction - INFO - Epoch [28][2740/3757] lr: 1.000e-02, eta: 2 days, 10:08:59, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7914, loss_cls: 1.8836, loss: 1.8836, grad_norm: 5.2225 2021-02-04 23:50:34,785 - mmaction - INFO - Epoch [28][2760/3757] lr: 1.000e-02, eta: 2 days, 10:07:22, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7922, loss_cls: 1.7792, loss: 1.7792, grad_norm: 5.1114 2021-02-04 23:50:43,735 - mmaction - INFO - Epoch [28][2780/3757] lr: 1.000e-02, eta: 2 days, 10:05:45, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7914, loss_cls: 1.8578, loss: 1.8578, grad_norm: 5.2511 2021-02-04 23:50:52,654 - mmaction - INFO - Epoch [28][2800/3757] lr: 1.000e-02, eta: 2 days, 10:04:08, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8047, loss_cls: 1.7801, loss: 1.7801, grad_norm: 4.9940 2021-02-04 23:51:01,579 - mmaction - INFO - Epoch [28][2820/3757] lr: 1.000e-02, eta: 2 days, 10:02:31, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7891, loss_cls: 1.8315, loss: 1.8315, grad_norm: 5.3498 2021-02-04 23:51:10,497 - mmaction - INFO - Epoch [28][2840/3757] lr: 1.000e-02, eta: 2 days, 10:00:54, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7812, loss_cls: 1.8913, loss: 1.8913, grad_norm: 5.3143 2021-02-04 23:51:19,440 - mmaction - INFO - Epoch [28][2860/3757] lr: 1.000e-02, eta: 2 days, 9:59:18, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7727, loss_cls: 1.9202, loss: 1.9202, grad_norm: 5.2637 2021-02-04 23:51:28,393 - mmaction - INFO - Epoch [28][2880/3757] lr: 1.000e-02, eta: 2 days, 9:57:42, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7844, loss_cls: 1.8650, loss: 1.8650, grad_norm: 5.2241 2021-02-04 23:51:37,346 - mmaction - INFO - Epoch [28][2900/3757] lr: 1.000e-02, eta: 2 days, 9:56:06, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.8000, loss_cls: 1.8785, loss: 1.8785, grad_norm: 5.4825 2021-02-04 23:51:46,243 - mmaction - INFO - Epoch [28][2920/3757] lr: 1.000e-02, eta: 2 days, 9:54:30, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7773, loss_cls: 1.9031, loss: 1.9031, grad_norm: 5.3861 2021-02-04 23:51:55,100 - mmaction - INFO - Epoch [28][2940/3757] lr: 1.000e-02, eta: 2 days, 9:52:53, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7812, loss_cls: 1.8728, loss: 1.8728, grad_norm: 5.2734 2021-02-04 23:52:03,996 - mmaction - INFO - Epoch [28][2960/3757] lr: 1.000e-02, eta: 2 days, 9:51:17, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7805, loss_cls: 1.9272, loss: 1.9272, grad_norm: 5.2721 2021-02-04 23:52:13,008 - mmaction - INFO - Epoch [28][2980/3757] lr: 1.000e-02, eta: 2 days, 9:49:43, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.8008, loss_cls: 1.8101, loss: 1.8101, grad_norm: 5.3266 2021-02-04 23:52:21,936 - mmaction - INFO - Epoch [28][3000/3757] lr: 1.000e-02, eta: 2 days, 9:48:08, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7727, loss_cls: 1.9477, loss: 1.9477, grad_norm: 5.2967 2021-02-04 23:52:30,804 - mmaction - INFO - Epoch [28][3020/3757] lr: 1.000e-02, eta: 2 days, 9:46:32, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7766, loss_cls: 1.9200, loss: 1.9200, grad_norm: 5.2243 2021-02-04 23:52:39,746 - mmaction - INFO - Epoch [28][3040/3757] lr: 1.000e-02, eta: 2 days, 9:44:57, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7922, loss_cls: 1.8408, loss: 1.8408, grad_norm: 5.2034 2021-02-04 23:52:49,892 - mmaction - INFO - Epoch [28][3060/3757] lr: 1.000e-02, eta: 2 days, 9:43:37, time: 0.508, data_time: 0.060, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8102, loss_cls: 1.7572, loss: 1.7572, grad_norm: 5.2484 2021-02-04 23:52:58,833 - mmaction - INFO - Epoch [28][3080/3757] lr: 1.000e-02, eta: 2 days, 9:42:03, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7945, loss_cls: 1.8735, loss: 1.8735, grad_norm: 5.2496 2021-02-04 23:53:07,730 - mmaction - INFO - Epoch [28][3100/3757] lr: 1.000e-02, eta: 2 days, 9:40:28, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7703, loss_cls: 1.9643, loss: 1.9643, grad_norm: 5.1843 2021-02-04 23:53:16,615 - mmaction - INFO - Epoch [28][3120/3757] lr: 1.000e-02, eta: 2 days, 9:38:53, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7844, loss_cls: 1.8889, loss: 1.8889, grad_norm: 5.1893 2021-02-04 23:53:25,528 - mmaction - INFO - Epoch [28][3140/3757] lr: 1.000e-02, eta: 2 days, 9:37:19, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5352, top5_acc: 0.7844, loss_cls: 1.9194, loss: 1.9194, grad_norm: 5.3543 2021-02-04 23:53:34,391 - mmaction - INFO - Epoch [28][3160/3757] lr: 1.000e-02, eta: 2 days, 9:35:44, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7812, loss_cls: 1.8529, loss: 1.8529, grad_norm: 5.1096 2021-02-04 23:53:43,306 - mmaction - INFO - Epoch [28][3180/3757] lr: 1.000e-02, eta: 2 days, 9:34:10, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8086, loss_cls: 1.7573, loss: 1.7573, grad_norm: 5.1630 2021-02-04 23:53:52,194 - mmaction - INFO - Epoch [28][3200/3757] lr: 1.000e-02, eta: 2 days, 9:32:35, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7789, loss_cls: 1.9444, loss: 1.9444, grad_norm: 5.2905 2021-02-04 23:54:01,070 - mmaction - INFO - Epoch [28][3220/3757] lr: 1.000e-02, eta: 2 days, 9:31:01, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7656, loss_cls: 2.0133, loss: 2.0133, grad_norm: 5.0952 2021-02-04 23:54:09,962 - mmaction - INFO - Epoch [28][3240/3757] lr: 1.000e-02, eta: 2 days, 9:29:27, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7844, loss_cls: 1.9170, loss: 1.9170, grad_norm: 5.0244 2021-02-04 23:54:18,899 - mmaction - INFO - Epoch [28][3260/3757] lr: 1.000e-02, eta: 2 days, 9:27:54, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7688, loss_cls: 1.9619, loss: 1.9619, grad_norm: 5.1569 2021-02-04 23:54:27,777 - mmaction - INFO - Epoch [28][3280/3757] lr: 1.000e-02, eta: 2 days, 9:26:21, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7961, loss_cls: 1.8208, loss: 1.8208, grad_norm: 5.1508 2021-02-04 23:54:48,543 - mmaction - INFO - Epoch [28][3300/3757] lr: 1.000e-02, eta: 2 days, 9:27:13, time: 1.038, data_time: 0.594, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7680, loss_cls: 1.9368, loss: 1.9368, grad_norm: 5.3416 2021-02-04 23:54:57,328 - mmaction - INFO - Epoch [28][3320/3757] lr: 1.000e-02, eta: 2 days, 9:25:38, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7922, loss_cls: 1.8177, loss: 1.8177, grad_norm: 4.9391 2021-02-04 23:55:06,192 - mmaction - INFO - Epoch [28][3340/3757] lr: 1.000e-02, eta: 2 days, 9:24:05, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7836, loss_cls: 1.8724, loss: 1.8724, grad_norm: 5.0899 2021-02-04 23:55:15,121 - mmaction - INFO - Epoch [28][3360/3757] lr: 1.000e-02, eta: 2 days, 9:22:32, time: 0.446, data_time: 0.005, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.8087, loss: 1.8087, grad_norm: 5.5153 2021-02-04 23:55:23,979 - mmaction - INFO - Epoch [28][3380/3757] lr: 1.000e-02, eta: 2 days, 9:20:59, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7773, loss_cls: 1.9351, loss: 1.9351, grad_norm: 5.3203 2021-02-04 23:55:32,857 - mmaction - INFO - Epoch [28][3400/3757] lr: 1.000e-02, eta: 2 days, 9:19:25, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7922, loss_cls: 1.8388, loss: 1.8388, grad_norm: 5.0499 2021-02-04 23:55:41,737 - mmaction - INFO - Epoch [28][3420/3757] lr: 1.000e-02, eta: 2 days, 9:17:53, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7719, loss_cls: 1.8994, loss: 1.8994, grad_norm: 5.2634 2021-02-04 23:55:50,669 - mmaction - INFO - Epoch [28][3440/3757] lr: 1.000e-02, eta: 2 days, 9:16:21, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7797, loss_cls: 1.8604, loss: 1.8604, grad_norm: 5.1913 2021-02-04 23:55:59,527 - mmaction - INFO - Epoch [28][3460/3757] lr: 1.000e-02, eta: 2 days, 9:14:48, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7812, loss_cls: 1.9157, loss: 1.9157, grad_norm: 5.3266 2021-02-04 23:56:08,395 - mmaction - INFO - Epoch [28][3480/3757] lr: 1.000e-02, eta: 2 days, 9:13:15, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8047, loss_cls: 1.7682, loss: 1.7682, grad_norm: 5.1699 2021-02-04 23:56:17,354 - mmaction - INFO - Epoch [28][3500/3757] lr: 1.000e-02, eta: 2 days, 9:11:44, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7719, loss_cls: 1.9186, loss: 1.9186, grad_norm: 5.4298 2021-02-04 23:56:26,246 - mmaction - INFO - Epoch [28][3520/3757] lr: 1.000e-02, eta: 2 days, 9:10:12, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7891, loss_cls: 1.8835, loss: 1.8835, grad_norm: 5.2194 2021-02-04 23:56:35,122 - mmaction - INFO - Epoch [28][3540/3757] lr: 1.000e-02, eta: 2 days, 9:08:40, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5883, top5_acc: 0.7828, loss_cls: 1.8148, loss: 1.8148, grad_norm: 5.3463 2021-02-04 23:56:44,019 - mmaction - INFO - Epoch [28][3560/3757] lr: 1.000e-02, eta: 2 days, 9:07:09, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7727, loss_cls: 1.9095, loss: 1.9095, grad_norm: 5.2806 2021-02-04 23:56:52,932 - mmaction - INFO - Epoch [28][3580/3757] lr: 1.000e-02, eta: 2 days, 9:05:38, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7891, loss_cls: 1.8330, loss: 1.8330, grad_norm: 5.1969 2021-02-04 23:57:01,953 - mmaction - INFO - Epoch [28][3600/3757] lr: 1.000e-02, eta: 2 days, 9:04:08, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7937, loss_cls: 1.9069, loss: 1.9069, grad_norm: 5.2996 2021-02-04 23:57:10,953 - mmaction - INFO - Epoch [28][3620/3757] lr: 1.000e-02, eta: 2 days, 9:02:38, time: 0.451, data_time: 0.002, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8047, loss_cls: 1.7480, loss: 1.7480, grad_norm: 5.1033 2021-02-04 23:57:19,924 - mmaction - INFO - Epoch [28][3640/3757] lr: 1.000e-02, eta: 2 days, 9:01:08, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7953, loss_cls: 1.8368, loss: 1.8368, grad_norm: 5.0912 2021-02-04 23:57:28,786 - mmaction - INFO - Epoch [28][3660/3757] lr: 1.000e-02, eta: 2 days, 8:59:37, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7992, loss_cls: 1.9116, loss: 1.9116, grad_norm: 5.2535 2021-02-04 23:57:37,650 - mmaction - INFO - Epoch [28][3680/3757] lr: 1.000e-02, eta: 2 days, 8:58:06, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7773, loss_cls: 1.8689, loss: 1.8689, grad_norm: 5.1464 2021-02-04 23:57:46,608 - mmaction - INFO - Epoch [28][3700/3757] lr: 1.000e-02, eta: 2 days, 8:56:36, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7703, loss_cls: 1.9609, loss: 1.9609, grad_norm: 5.3322 2021-02-04 23:57:55,509 - mmaction - INFO - Epoch [28][3720/3757] lr: 1.000e-02, eta: 2 days, 8:55:06, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7703, loss_cls: 1.9441, loss: 1.9441, grad_norm: 5.1293 2021-02-04 23:58:04,429 - mmaction - INFO - Epoch [28][3740/3757] lr: 1.000e-02, eta: 2 days, 8:53:36, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7953, loss_cls: 1.8464, loss: 1.8464, grad_norm: 4.9758 2021-02-04 23:58:23,770 - mmaction - INFO - Saving checkpoint at 28 epochs 2021-02-04 23:58:55,329 - mmaction - INFO - Epoch [29][20/3757] lr: 1.000e-02, eta: 2 days, 8:53:44, time: 1.550, data_time: 1.109, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8141, loss_cls: 1.7579, loss: 1.7579, grad_norm: 5.2237 2021-02-04 23:59:04,223 - mmaction - INFO - Epoch [29][40/3757] lr: 1.000e-02, eta: 2 days, 8:52:14, time: 0.444, data_time: 0.005, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8125, loss_cls: 1.7480, loss: 1.7480, grad_norm: 5.2462 2021-02-04 23:59:13,036 - mmaction - INFO - Epoch [29][60/3757] lr: 1.000e-02, eta: 2 days, 8:50:43, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8141, loss_cls: 1.7326, loss: 1.7326, grad_norm: 4.9968 2021-02-04 23:59:21,920 - mmaction - INFO - Epoch [29][80/3757] lr: 1.000e-02, eta: 2 days, 8:49:13, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8164, loss_cls: 1.7241, loss: 1.7241, grad_norm: 5.3183 2021-02-04 23:59:30,776 - mmaction - INFO - Epoch [29][100/3757] lr: 1.000e-02, eta: 2 days, 8:47:43, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7867, loss_cls: 1.8565, loss: 1.8565, grad_norm: 5.3450 2021-02-04 23:59:39,588 - mmaction - INFO - Epoch [29][120/3757] lr: 1.000e-02, eta: 2 days, 8:46:12, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.8305, loss: 1.8305, grad_norm: 5.0622 2021-02-04 23:59:48,518 - mmaction - INFO - Epoch [29][140/3757] lr: 1.000e-02, eta: 2 days, 8:44:44, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7781, loss_cls: 1.9106, loss: 1.9106, grad_norm: 5.2204 2021-02-04 23:59:57,491 - mmaction - INFO - Epoch [29][160/3757] lr: 1.000e-02, eta: 2 days, 8:43:15, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7961, loss_cls: 1.8289, loss: 1.8289, grad_norm: 5.3595 2021-02-05 00:00:06,351 - mmaction - INFO - Epoch [29][180/3757] lr: 1.000e-02, eta: 2 days, 8:41:46, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8031, loss_cls: 1.7648, loss: 1.7648, grad_norm: 5.2733 2021-02-05 00:00:15,251 - mmaction - INFO - Epoch [29][200/3757] lr: 1.000e-02, eta: 2 days, 8:40:17, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7836, loss_cls: 1.8331, loss: 1.8331, grad_norm: 5.6476 2021-02-05 00:00:24,217 - mmaction - INFO - Epoch [29][220/3757] lr: 1.000e-02, eta: 2 days, 8:38:49, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7836, loss_cls: 1.8634, loss: 1.8634, grad_norm: 5.3026 2021-02-05 00:00:33,094 - mmaction - INFO - Epoch [29][240/3757] lr: 1.000e-02, eta: 2 days, 8:37:20, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7984, loss_cls: 1.8152, loss: 1.8152, grad_norm: 5.2348 2021-02-05 00:00:41,991 - mmaction - INFO - Epoch [29][260/3757] lr: 1.000e-02, eta: 2 days, 8:35:52, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5484, top5_acc: 0.8039, loss_cls: 1.8656, loss: 1.8656, grad_norm: 5.3124 2021-02-05 00:00:50,940 - mmaction - INFO - Epoch [29][280/3757] lr: 1.000e-02, eta: 2 days, 8:34:24, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7937, loss_cls: 1.8758, loss: 1.8758, grad_norm: 5.2598 2021-02-05 00:00:59,856 - mmaction - INFO - Epoch [29][300/3757] lr: 1.000e-02, eta: 2 days, 8:32:56, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7859, loss_cls: 1.8223, loss: 1.8223, grad_norm: 5.1002 2021-02-05 00:01:08,766 - mmaction - INFO - Epoch [29][320/3757] lr: 1.000e-02, eta: 2 days, 8:31:28, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7930, loss_cls: 1.8080, loss: 1.8080, grad_norm: 5.1179 2021-02-05 00:01:17,655 - mmaction - INFO - Epoch [29][340/3757] lr: 1.000e-02, eta: 2 days, 8:30:01, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.8047, loss_cls: 1.7349, loss: 1.7349, grad_norm: 5.2170 2021-02-05 00:01:26,594 - mmaction - INFO - Epoch [29][360/3757] lr: 1.000e-02, eta: 2 days, 8:28:33, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7883, loss_cls: 1.8721, loss: 1.8721, grad_norm: 5.3135 2021-02-05 00:01:35,646 - mmaction - INFO - Epoch [29][380/3757] lr: 1.000e-02, eta: 2 days, 8:27:08, time: 0.453, data_time: 0.005, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7641, loss_cls: 1.9260, loss: 1.9260, grad_norm: 5.0654 2021-02-05 00:01:44,522 - mmaction - INFO - Epoch [29][400/3757] lr: 1.000e-02, eta: 2 days, 8:25:40, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7969, loss_cls: 1.8242, loss: 1.8242, grad_norm: 5.2007 2021-02-05 00:01:53,366 - mmaction - INFO - Epoch [29][420/3757] lr: 1.000e-02, eta: 2 days, 8:24:12, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7984, loss_cls: 1.8465, loss: 1.8465, grad_norm: 5.2026 2021-02-05 00:02:02,278 - mmaction - INFO - Epoch [29][440/3757] lr: 1.000e-02, eta: 2 days, 8:22:45, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.8023, loss_cls: 1.7833, loss: 1.7833, grad_norm: 5.1279 2021-02-05 00:02:11,171 - mmaction - INFO - Epoch [29][460/3757] lr: 1.000e-02, eta: 2 days, 8:21:18, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.8063, loss_cls: 1.7818, loss: 1.7818, grad_norm: 5.0830 2021-02-05 00:02:20,095 - mmaction - INFO - Epoch [29][480/3757] lr: 1.000e-02, eta: 2 days, 8:19:51, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8023, loss_cls: 1.7867, loss: 1.7867, grad_norm: 5.2298 2021-02-05 00:02:29,012 - mmaction - INFO - Epoch [29][500/3757] lr: 1.000e-02, eta: 2 days, 8:18:25, time: 0.445, data_time: 0.003, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7828, loss_cls: 1.8727, loss: 1.8727, grad_norm: 5.1784 2021-02-05 00:02:37,970 - mmaction - INFO - Epoch [29][520/3757] lr: 1.000e-02, eta: 2 days, 8:16:59, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7922, loss_cls: 1.8781, loss: 1.8781, grad_norm: 5.1893 2021-02-05 00:02:46,892 - mmaction - INFO - Epoch [29][540/3757] lr: 1.000e-02, eta: 2 days, 8:15:33, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7859, loss_cls: 1.8753, loss: 1.8753, grad_norm: 5.3866 2021-02-05 00:02:55,803 - mmaction - INFO - Epoch [29][560/3757] lr: 1.000e-02, eta: 2 days, 8:14:06, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7945, loss_cls: 1.8479, loss: 1.8479, grad_norm: 5.2154 2021-02-05 00:03:04,658 - mmaction - INFO - Epoch [29][580/3757] lr: 1.000e-02, eta: 2 days, 8:12:40, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5336, top5_acc: 0.7758, loss_cls: 1.9561, loss: 1.9561, grad_norm: 5.3541 2021-02-05 00:03:13,641 - mmaction - INFO - Epoch [29][600/3757] lr: 1.000e-02, eta: 2 days, 8:11:14, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7867, loss_cls: 1.9112, loss: 1.9112, grad_norm: 5.2167 2021-02-05 00:03:22,564 - mmaction - INFO - Epoch [29][620/3757] lr: 1.000e-02, eta: 2 days, 8:09:49, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7945, loss_cls: 1.8251, loss: 1.8251, grad_norm: 5.1772 2021-02-05 00:03:31,441 - mmaction - INFO - Epoch [29][640/3757] lr: 1.000e-02, eta: 2 days, 8:08:23, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7781, loss_cls: 1.8551, loss: 1.8551, grad_norm: 5.2332 2021-02-05 00:03:40,354 - mmaction - INFO - Epoch [29][660/3757] lr: 1.000e-02, eta: 2 days, 8:06:57, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7891, loss_cls: 1.8133, loss: 1.8133, grad_norm: 5.2189 2021-02-05 00:03:49,342 - mmaction - INFO - Epoch [29][680/3757] lr: 1.000e-02, eta: 2 days, 8:05:33, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7805, loss_cls: 1.8665, loss: 1.8665, grad_norm: 5.3028 2021-02-05 00:03:58,268 - mmaction - INFO - Epoch [29][700/3757] lr: 1.000e-02, eta: 2 days, 8:04:08, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7945, loss_cls: 1.8318, loss: 1.8318, grad_norm: 5.0947 2021-02-05 00:04:07,234 - mmaction - INFO - Epoch [29][720/3757] lr: 1.000e-02, eta: 2 days, 8:02:43, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7922, loss_cls: 1.8794, loss: 1.8794, grad_norm: 5.2118 2021-02-05 00:04:16,142 - mmaction - INFO - Epoch [29][740/3757] lr: 1.000e-02, eta: 2 days, 8:01:18, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7742, loss_cls: 1.8941, loss: 1.8941, grad_norm: 5.2108 2021-02-05 00:04:25,037 - mmaction - INFO - Epoch [29][760/3757] lr: 1.000e-02, eta: 2 days, 7:59:53, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7930, loss_cls: 1.8796, loss: 1.8796, grad_norm: 5.0982 2021-02-05 00:04:33,907 - mmaction - INFO - Epoch [29][780/3757] lr: 1.000e-02, eta: 2 days, 7:58:28, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7789, loss_cls: 1.8613, loss: 1.8613, grad_norm: 5.1206 2021-02-05 00:04:42,753 - mmaction - INFO - Epoch [29][800/3757] lr: 1.000e-02, eta: 2 days, 7:57:02, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7953, loss_cls: 1.7902, loss: 1.7902, grad_norm: 5.0974 2021-02-05 00:04:51,641 - mmaction - INFO - Epoch [29][820/3757] lr: 1.000e-02, eta: 2 days, 7:55:38, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8031, loss_cls: 1.7801, loss: 1.7801, grad_norm: 5.2467 2021-02-05 00:05:00,584 - mmaction - INFO - Epoch [29][840/3757] lr: 1.000e-02, eta: 2 days, 7:54:14, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.8694, loss: 1.8694, grad_norm: 5.1759 2021-02-05 00:05:09,525 - mmaction - INFO - Epoch [29][860/3757] lr: 1.000e-02, eta: 2 days, 7:52:50, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7789, loss_cls: 1.8443, loss: 1.8443, grad_norm: 5.2771 2021-02-05 00:05:18,503 - mmaction - INFO - Epoch [29][880/3757] lr: 1.000e-02, eta: 2 days, 7:51:26, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8023, loss_cls: 1.8315, loss: 1.8315, grad_norm: 5.4852 2021-02-05 00:05:27,439 - mmaction - INFO - Epoch [29][900/3757] lr: 1.000e-02, eta: 2 days, 7:50:03, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7812, loss_cls: 1.8913, loss: 1.8913, grad_norm: 5.4771 2021-02-05 00:05:36,304 - mmaction - INFO - Epoch [29][920/3757] lr: 1.000e-02, eta: 2 days, 7:48:38, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.8016, loss_cls: 1.8371, loss: 1.8371, grad_norm: 5.4403 2021-02-05 00:05:45,248 - mmaction - INFO - Epoch [29][940/3757] lr: 1.000e-02, eta: 2 days, 7:47:15, time: 0.448, data_time: 0.003, memory: 7141, top1_acc: 0.5297, top5_acc: 0.7727, loss_cls: 1.9807, loss: 1.9807, grad_norm: 5.3276 2021-02-05 00:05:54,144 - mmaction - INFO - Epoch [29][960/3757] lr: 1.000e-02, eta: 2 days, 7:45:51, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7875, loss_cls: 1.8546, loss: 1.8546, grad_norm: 5.1492 2021-02-05 00:06:03,084 - mmaction - INFO - Epoch [29][980/3757] lr: 1.000e-02, eta: 2 days, 7:44:28, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7789, loss_cls: 1.8711, loss: 1.8711, grad_norm: 5.2970 2021-02-05 00:06:11,998 - mmaction - INFO - Epoch [29][1000/3757] lr: 1.000e-02, eta: 2 days, 7:43:05, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8070, loss_cls: 1.7893, loss: 1.7893, grad_norm: 5.3737 2021-02-05 00:06:20,894 - mmaction - INFO - Epoch [29][1020/3757] lr: 1.000e-02, eta: 2 days, 7:41:41, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7977, loss_cls: 1.8420, loss: 1.8420, grad_norm: 5.4184 2021-02-05 00:06:29,779 - mmaction - INFO - Epoch [29][1040/3757] lr: 1.000e-02, eta: 2 days, 7:40:18, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7945, loss_cls: 1.8438, loss: 1.8438, grad_norm: 5.1172 2021-02-05 00:06:38,709 - mmaction - INFO - Epoch [29][1060/3757] lr: 1.000e-02, eta: 2 days, 7:38:55, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8086, loss_cls: 1.7849, loss: 1.7849, grad_norm: 5.4045 2021-02-05 00:06:47,607 - mmaction - INFO - Epoch [29][1080/3757] lr: 1.000e-02, eta: 2 days, 7:37:32, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.8141, loss_cls: 1.7909, loss: 1.7909, grad_norm: 5.3543 2021-02-05 00:06:56,589 - mmaction - INFO - Epoch [29][1100/3757] lr: 1.000e-02, eta: 2 days, 7:36:10, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7805, loss_cls: 1.9283, loss: 1.9283, grad_norm: 5.3320 2021-02-05 00:07:05,512 - mmaction - INFO - Epoch [29][1120/3757] lr: 1.000e-02, eta: 2 days, 7:34:48, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5375, top5_acc: 0.7742, loss_cls: 1.8882, loss: 1.8882, grad_norm: 5.1724 2021-02-05 00:07:14,438 - mmaction - INFO - Epoch [29][1140/3757] lr: 1.000e-02, eta: 2 days, 7:33:26, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7914, loss_cls: 1.8838, loss: 1.8838, grad_norm: 5.2903 2021-02-05 00:07:23,334 - mmaction - INFO - Epoch [29][1160/3757] lr: 1.000e-02, eta: 2 days, 7:32:03, time: 0.444, data_time: 0.003, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7805, loss_cls: 1.9341, loss: 1.9341, grad_norm: 5.3053 2021-02-05 00:07:32,241 - mmaction - INFO - Epoch [29][1180/3757] lr: 1.000e-02, eta: 2 days, 7:30:41, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7898, loss_cls: 1.8902, loss: 1.8902, grad_norm: 5.4146 2021-02-05 00:07:41,179 - mmaction - INFO - Epoch [29][1200/3757] lr: 1.000e-02, eta: 2 days, 7:29:19, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7805, loss_cls: 1.9155, loss: 1.9155, grad_norm: 5.3481 2021-02-05 00:07:50,106 - mmaction - INFO - Epoch [29][1220/3757] lr: 1.000e-02, eta: 2 days, 7:27:57, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7859, loss_cls: 1.8724, loss: 1.8724, grad_norm: 5.5025 2021-02-05 00:07:59,133 - mmaction - INFO - Epoch [29][1240/3757] lr: 1.000e-02, eta: 2 days, 7:26:37, time: 0.451, data_time: 0.003, memory: 7141, top1_acc: 0.5555, top5_acc: 0.8008, loss_cls: 1.8465, loss: 1.8465, grad_norm: 5.3632 2021-02-05 00:08:08,143 - mmaction - INFO - Epoch [29][1260/3757] lr: 1.000e-02, eta: 2 days, 7:25:16, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7875, loss_cls: 1.8563, loss: 1.8563, grad_norm: 5.3332 2021-02-05 00:08:17,048 - mmaction - INFO - Epoch [29][1280/3757] lr: 1.000e-02, eta: 2 days, 7:23:54, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7664, loss_cls: 1.9512, loss: 1.9512, grad_norm: 5.2600 2021-02-05 00:08:25,950 - mmaction - INFO - Epoch [29][1300/3757] lr: 1.000e-02, eta: 2 days, 7:22:33, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7695, loss_cls: 1.9293, loss: 1.9293, grad_norm: 5.1528 2021-02-05 00:08:34,879 - mmaction - INFO - Epoch [29][1320/3757] lr: 1.000e-02, eta: 2 days, 7:21:12, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8086, loss_cls: 1.8240, loss: 1.8240, grad_norm: 5.2849 2021-02-05 00:08:43,828 - mmaction - INFO - Epoch [29][1340/3757] lr: 1.000e-02, eta: 2 days, 7:19:51, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7898, loss_cls: 1.8303, loss: 1.8303, grad_norm: 5.1937 2021-02-05 00:08:52,740 - mmaction - INFO - Epoch [29][1360/3757] lr: 1.000e-02, eta: 2 days, 7:18:30, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7906, loss_cls: 1.7881, loss: 1.7881, grad_norm: 5.1172 2021-02-05 00:09:01,679 - mmaction - INFO - Epoch [29][1380/3757] lr: 1.000e-02, eta: 2 days, 7:17:09, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7953, loss_cls: 1.8122, loss: 1.8122, grad_norm: 5.0765 2021-02-05 00:09:10,601 - mmaction - INFO - Epoch [29][1400/3757] lr: 1.000e-02, eta: 2 days, 7:15:48, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7852, loss_cls: 1.8720, loss: 1.8720, grad_norm: 5.3812 2021-02-05 00:09:19,478 - mmaction - INFO - Epoch [29][1420/3757] lr: 1.000e-02, eta: 2 days, 7:14:27, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7930, loss_cls: 1.8402, loss: 1.8402, grad_norm: 5.2971 2021-02-05 00:09:28,424 - mmaction - INFO - Epoch [29][1440/3757] lr: 1.000e-02, eta: 2 days, 7:13:07, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7891, loss_cls: 1.8770, loss: 1.8770, grad_norm: 5.3185 2021-02-05 00:09:37,317 - mmaction - INFO - Epoch [29][1460/3757] lr: 1.000e-02, eta: 2 days, 7:11:46, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8055, loss_cls: 1.7899, loss: 1.7899, grad_norm: 5.0865 2021-02-05 00:09:46,225 - mmaction - INFO - Epoch [29][1480/3757] lr: 1.000e-02, eta: 2 days, 7:10:26, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5359, top5_acc: 0.7867, loss_cls: 1.8967, loss: 1.8967, grad_norm: 5.3769 2021-02-05 00:09:55,133 - mmaction - INFO - Epoch [29][1500/3757] lr: 1.000e-02, eta: 2 days, 7:09:05, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.7969, loss_cls: 1.7671, loss: 1.7671, grad_norm: 5.0295 2021-02-05 00:10:04,096 - mmaction - INFO - Epoch [29][1520/3757] lr: 1.000e-02, eta: 2 days, 7:07:46, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7758, loss_cls: 1.9189, loss: 1.9189, grad_norm: 5.2695 2021-02-05 00:10:13,068 - mmaction - INFO - Epoch [29][1540/3757] lr: 1.000e-02, eta: 2 days, 7:06:26, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7828, loss_cls: 1.8321, loss: 1.8321, grad_norm: 5.0466 2021-02-05 00:10:22,015 - mmaction - INFO - Epoch [29][1560/3757] lr: 1.000e-02, eta: 2 days, 7:05:07, time: 0.448, data_time: 0.002, memory: 7141, top1_acc: 0.5406, top5_acc: 0.8000, loss_cls: 1.8369, loss: 1.8369, grad_norm: 5.0710 2021-02-05 00:10:30,981 - mmaction - INFO - Epoch [29][1580/3757] lr: 1.000e-02, eta: 2 days, 7:03:48, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.7836, loss_cls: 1.8498, loss: 1.8498, grad_norm: 5.2814 2021-02-05 00:10:39,875 - mmaction - INFO - Epoch [29][1600/3757] lr: 1.000e-02, eta: 2 days, 7:02:28, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7711, loss_cls: 1.8685, loss: 1.8685, grad_norm: 5.0764 2021-02-05 00:10:48,796 - mmaction - INFO - Epoch [29][1620/3757] lr: 1.000e-02, eta: 2 days, 7:01:08, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7781, loss_cls: 1.8689, loss: 1.8689, grad_norm: 5.0934 2021-02-05 00:10:57,718 - mmaction - INFO - Epoch [29][1640/3757] lr: 1.000e-02, eta: 2 days, 6:59:49, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7891, loss_cls: 1.9475, loss: 1.9475, grad_norm: 5.2504 2021-02-05 00:11:06,710 - mmaction - INFO - Epoch [29][1660/3757] lr: 1.000e-02, eta: 2 days, 6:58:31, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7852, loss_cls: 1.8761, loss: 1.8761, grad_norm: 5.0927 2021-02-05 00:11:15,655 - mmaction - INFO - Epoch [29][1680/3757] lr: 1.000e-02, eta: 2 days, 6:57:12, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8023, loss_cls: 1.7527, loss: 1.7527, grad_norm: 5.0496 2021-02-05 00:11:24,518 - mmaction - INFO - Epoch [29][1700/3757] lr: 1.000e-02, eta: 2 days, 6:55:52, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7742, loss_cls: 1.8947, loss: 1.8947, grad_norm: 5.1628 2021-02-05 00:11:33,393 - mmaction - INFO - Epoch [29][1720/3757] lr: 1.000e-02, eta: 2 days, 6:54:33, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7898, loss_cls: 1.8839, loss: 1.8839, grad_norm: 5.2394 2021-02-05 00:11:42,342 - mmaction - INFO - Epoch [29][1740/3757] lr: 1.000e-02, eta: 2 days, 6:53:14, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7852, loss_cls: 1.8869, loss: 1.8869, grad_norm: 5.0922 2021-02-05 00:11:51,242 - mmaction - INFO - Epoch [29][1760/3757] lr: 1.000e-02, eta: 2 days, 6:51:55, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7984, loss_cls: 1.7812, loss: 1.7812, grad_norm: 5.0394 2021-02-05 00:12:00,170 - mmaction - INFO - Epoch [29][1780/3757] lr: 1.000e-02, eta: 2 days, 6:50:37, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7852, loss_cls: 1.9298, loss: 1.9298, grad_norm: 5.2092 2021-02-05 00:12:09,109 - mmaction - INFO - Epoch [29][1800/3757] lr: 1.000e-02, eta: 2 days, 6:49:19, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7664, loss_cls: 1.9936, loss: 1.9936, grad_norm: 5.3944 2021-02-05 00:12:18,069 - mmaction - INFO - Epoch [29][1820/3757] lr: 1.000e-02, eta: 2 days, 6:48:01, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8078, loss_cls: 1.8120, loss: 1.8120, grad_norm: 5.2163 2021-02-05 00:12:26,990 - mmaction - INFO - Epoch [29][1840/3757] lr: 1.000e-02, eta: 2 days, 6:46:43, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5852, top5_acc: 0.7789, loss_cls: 1.8094, loss: 1.8094, grad_norm: 4.9798 2021-02-05 00:12:35,976 - mmaction - INFO - Epoch [29][1860/3757] lr: 1.000e-02, eta: 2 days, 6:45:25, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7844, loss_cls: 1.8918, loss: 1.8918, grad_norm: 5.1391 2021-02-05 00:12:44,930 - mmaction - INFO - Epoch [29][1880/3757] lr: 1.000e-02, eta: 2 days, 6:44:08, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7750, loss_cls: 1.8680, loss: 1.8680, grad_norm: 5.1285 2021-02-05 00:12:53,836 - mmaction - INFO - Epoch [29][1900/3757] lr: 1.000e-02, eta: 2 days, 6:42:50, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7758, loss_cls: 1.9255, loss: 1.9255, grad_norm: 5.3049 2021-02-05 00:13:02,695 - mmaction - INFO - Epoch [29][1920/3757] lr: 1.000e-02, eta: 2 days, 6:41:31, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7852, loss_cls: 1.8477, loss: 1.8477, grad_norm: 5.1150 2021-02-05 00:13:11,558 - mmaction - INFO - Epoch [29][1940/3757] lr: 1.000e-02, eta: 2 days, 6:40:13, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7906, loss_cls: 1.8705, loss: 1.8705, grad_norm: 5.2312 2021-02-05 00:13:20,495 - mmaction - INFO - Epoch [29][1960/3757] lr: 1.000e-02, eta: 2 days, 6:38:55, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.7961, loss_cls: 1.7466, loss: 1.7466, grad_norm: 5.0295 2021-02-05 00:13:29,423 - mmaction - INFO - Epoch [29][1980/3757] lr: 1.000e-02, eta: 2 days, 6:37:38, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.8773, loss: 1.8773, grad_norm: 5.1188 2021-02-05 00:13:38,299 - mmaction - INFO - Epoch [29][2000/3757] lr: 1.000e-02, eta: 2 days, 6:36:20, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7797, loss_cls: 1.9029, loss: 1.9029, grad_norm: 5.0972 2021-02-05 00:13:47,189 - mmaction - INFO - Epoch [29][2020/3757] lr: 1.000e-02, eta: 2 days, 6:35:03, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7891, loss_cls: 1.8722, loss: 1.8722, grad_norm: 5.1079 2021-02-05 00:13:56,049 - mmaction - INFO - Epoch [29][2040/3757] lr: 1.000e-02, eta: 2 days, 6:33:45, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7984, loss_cls: 1.7774, loss: 1.7774, grad_norm: 5.1343 2021-02-05 00:14:04,927 - mmaction - INFO - Epoch [29][2060/3757] lr: 1.000e-02, eta: 2 days, 6:32:28, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7828, loss_cls: 1.9070, loss: 1.9070, grad_norm: 5.1808 2021-02-05 00:14:13,795 - mmaction - INFO - Epoch [29][2080/3757] lr: 1.000e-02, eta: 2 days, 6:31:10, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7992, loss_cls: 1.8241, loss: 1.8241, grad_norm: 5.2520 2021-02-05 00:14:22,787 - mmaction - INFO - Epoch [29][2100/3757] lr: 1.000e-02, eta: 2 days, 6:29:54, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7820, loss_cls: 1.8761, loss: 1.8761, grad_norm: 5.0125 2021-02-05 00:14:31,800 - mmaction - INFO - Epoch [29][2120/3757] lr: 1.000e-02, eta: 2 days, 6:28:39, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8008, loss_cls: 1.7867, loss: 1.7867, grad_norm: 5.3307 2021-02-05 00:14:40,721 - mmaction - INFO - Epoch [29][2140/3757] lr: 1.000e-02, eta: 2 days, 6:27:22, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7891, loss_cls: 1.8376, loss: 1.8376, grad_norm: 5.4149 2021-02-05 00:14:49,640 - mmaction - INFO - Epoch [29][2160/3757] lr: 1.000e-02, eta: 2 days, 6:26:06, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7906, loss_cls: 1.8051, loss: 1.8051, grad_norm: 5.2161 2021-02-05 00:14:58,553 - mmaction - INFO - Epoch [29][2180/3757] lr: 1.000e-02, eta: 2 days, 6:24:49, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7820, loss_cls: 1.8544, loss: 1.8544, grad_norm: 5.3206 2021-02-05 00:15:07,541 - mmaction - INFO - Epoch [29][2200/3757] lr: 1.000e-02, eta: 2 days, 6:23:34, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7789, loss_cls: 1.9483, loss: 1.9483, grad_norm: 5.3108 2021-02-05 00:15:16,443 - mmaction - INFO - Epoch [29][2220/3757] lr: 1.000e-02, eta: 2 days, 6:22:18, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7922, loss_cls: 1.8683, loss: 1.8683, grad_norm: 5.2069 2021-02-05 00:15:25,336 - mmaction - INFO - Epoch [29][2240/3757] lr: 1.000e-02, eta: 2 days, 6:21:01, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7773, loss_cls: 1.9634, loss: 1.9634, grad_norm: 5.1986 2021-02-05 00:15:34,188 - mmaction - INFO - Epoch [29][2260/3757] lr: 1.000e-02, eta: 2 days, 6:19:45, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8000, loss_cls: 1.8429, loss: 1.8429, grad_norm: 5.0254 2021-02-05 00:15:43,161 - mmaction - INFO - Epoch [29][2280/3757] lr: 1.000e-02, eta: 2 days, 6:18:30, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7914, loss_cls: 1.8348, loss: 1.8348, grad_norm: 5.2153 2021-02-05 00:15:52,065 - mmaction - INFO - Epoch [29][2300/3757] lr: 1.000e-02, eta: 2 days, 6:17:14, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7945, loss_cls: 1.8300, loss: 1.8300, grad_norm: 5.2980 2021-02-05 00:16:00,961 - mmaction - INFO - Epoch [29][2320/3757] lr: 1.000e-02, eta: 2 days, 6:15:58, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7937, loss_cls: 1.8993, loss: 1.8993, grad_norm: 5.2428 2021-02-05 00:16:09,859 - mmaction - INFO - Epoch [29][2340/3757] lr: 1.000e-02, eta: 2 days, 6:14:42, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8055, loss_cls: 1.7753, loss: 1.7753, grad_norm: 5.1852 2021-02-05 00:16:18,722 - mmaction - INFO - Epoch [29][2360/3757] lr: 1.000e-02, eta: 2 days, 6:13:26, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7930, loss_cls: 1.8671, loss: 1.8671, grad_norm: 5.2496 2021-02-05 00:16:27,623 - mmaction - INFO - Epoch [29][2380/3757] lr: 1.000e-02, eta: 2 days, 6:12:11, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8031, loss_cls: 1.8280, loss: 1.8280, grad_norm: 5.1902 2021-02-05 00:16:36,544 - mmaction - INFO - Epoch [29][2400/3757] lr: 1.000e-02, eta: 2 days, 6:10:56, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7945, loss_cls: 1.8776, loss: 1.8776, grad_norm: 5.2586 2021-02-05 00:16:45,455 - mmaction - INFO - Epoch [29][2420/3757] lr: 1.000e-02, eta: 2 days, 6:09:40, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7898, loss_cls: 1.8794, loss: 1.8794, grad_norm: 5.2787 2021-02-05 00:16:54,317 - mmaction - INFO - Epoch [29][2440/3757] lr: 1.000e-02, eta: 2 days, 6:08:25, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7898, loss_cls: 1.8464, loss: 1.8464, grad_norm: 5.2338 2021-02-05 00:17:03,317 - mmaction - INFO - Epoch [29][2460/3757] lr: 1.000e-02, eta: 2 days, 6:07:11, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7766, loss_cls: 1.8620, loss: 1.8620, grad_norm: 5.1829 2021-02-05 00:17:12,241 - mmaction - INFO - Epoch [29][2480/3757] lr: 1.000e-02, eta: 2 days, 6:05:56, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8094, loss_cls: 1.7919, loss: 1.7919, grad_norm: 5.1942 2021-02-05 00:17:21,137 - mmaction - INFO - Epoch [29][2500/3757] lr: 1.000e-02, eta: 2 days, 6:04:41, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7977, loss_cls: 1.8947, loss: 1.8947, grad_norm: 5.3240 2021-02-05 00:17:30,016 - mmaction - INFO - Epoch [29][2520/3757] lr: 1.000e-02, eta: 2 days, 6:03:27, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7805, loss_cls: 1.8297, loss: 1.8297, grad_norm: 5.2529 2021-02-05 00:17:38,959 - mmaction - INFO - Epoch [29][2540/3757] lr: 1.000e-02, eta: 2 days, 6:02:12, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7922, loss_cls: 1.8355, loss: 1.8355, grad_norm: 5.3655 2021-02-05 00:17:47,815 - mmaction - INFO - Epoch [29][2560/3757] lr: 1.000e-02, eta: 2 days, 6:00:57, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7836, loss_cls: 1.9338, loss: 1.9338, grad_norm: 5.2935 2021-02-05 00:17:56,703 - mmaction - INFO - Epoch [29][2580/3757] lr: 1.000e-02, eta: 2 days, 5:59:43, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7758, loss_cls: 1.9544, loss: 1.9544, grad_norm: 5.2947 2021-02-05 00:18:05,549 - mmaction - INFO - Epoch [29][2600/3757] lr: 1.000e-02, eta: 2 days, 5:58:28, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7758, loss_cls: 1.8643, loss: 1.8643, grad_norm: 5.0507 2021-02-05 00:18:14,466 - mmaction - INFO - Epoch [29][2620/3757] lr: 1.000e-02, eta: 2 days, 5:57:14, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7852, loss_cls: 1.9399, loss: 1.9399, grad_norm: 5.3292 2021-02-05 00:18:23,355 - mmaction - INFO - Epoch [29][2640/3757] lr: 1.000e-02, eta: 2 days, 5:56:00, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7758, loss_cls: 1.8610, loss: 1.8610, grad_norm: 5.1397 2021-02-05 00:18:32,207 - mmaction - INFO - Epoch [29][2660/3757] lr: 1.000e-02, eta: 2 days, 5:54:45, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7812, loss_cls: 1.8715, loss: 1.8715, grad_norm: 5.3105 2021-02-05 00:18:41,171 - mmaction - INFO - Epoch [29][2680/3757] lr: 1.000e-02, eta: 2 days, 5:53:32, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.8320, loss: 1.8320, grad_norm: 5.2363 2021-02-05 00:18:50,138 - mmaction - INFO - Epoch [29][2700/3757] lr: 1.000e-02, eta: 2 days, 5:52:19, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7906, loss_cls: 1.8157, loss: 1.8157, grad_norm: 5.1073 2021-02-05 00:18:58,990 - mmaction - INFO - Epoch [29][2720/3757] lr: 1.000e-02, eta: 2 days, 5:51:05, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5172, top5_acc: 0.7508, loss_cls: 2.0328, loss: 2.0328, grad_norm: 5.2868 2021-02-05 00:19:07,957 - mmaction - INFO - Epoch [29][2740/3757] lr: 1.000e-02, eta: 2 days, 5:49:52, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.8016, loss_cls: 1.8398, loss: 1.8398, grad_norm: 5.2721 2021-02-05 00:19:16,831 - mmaction - INFO - Epoch [29][2760/3757] lr: 1.000e-02, eta: 2 days, 5:48:38, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7992, loss_cls: 1.8174, loss: 1.8174, grad_norm: 5.2595 2021-02-05 00:19:25,789 - mmaction - INFO - Epoch [29][2780/3757] lr: 1.000e-02, eta: 2 days, 5:47:26, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5328, top5_acc: 0.7766, loss_cls: 1.9266, loss: 1.9266, grad_norm: 5.2433 2021-02-05 00:19:34,690 - mmaction - INFO - Epoch [29][2800/3757] lr: 1.000e-02, eta: 2 days, 5:46:12, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5219, top5_acc: 0.7680, loss_cls: 1.9943, loss: 1.9943, grad_norm: 5.2299 2021-02-05 00:19:43,595 - mmaction - INFO - Epoch [29][2820/3757] lr: 1.000e-02, eta: 2 days, 5:44:59, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7771, loss: 1.7771, grad_norm: 5.0940 2021-02-05 00:19:52,489 - mmaction - INFO - Epoch [29][2840/3757] lr: 1.000e-02, eta: 2 days, 5:43:46, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8016, loss_cls: 1.8243, loss: 1.8243, grad_norm: 5.1713 2021-02-05 00:20:01,464 - mmaction - INFO - Epoch [29][2860/3757] lr: 1.000e-02, eta: 2 days, 5:42:34, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7883, loss_cls: 1.8235, loss: 1.8235, grad_norm: 5.1778 2021-02-05 00:20:10,432 - mmaction - INFO - Epoch [29][2880/3757] lr: 1.000e-02, eta: 2 days, 5:41:22, time: 0.450, data_time: 0.006, memory: 7141, top1_acc: 0.5492, top5_acc: 0.8031, loss_cls: 1.8703, loss: 1.8703, grad_norm: 5.4018 2021-02-05 00:20:19,308 - mmaction - INFO - Epoch [29][2900/3757] lr: 1.000e-02, eta: 2 days, 5:40:09, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7867, loss_cls: 1.8856, loss: 1.8856, grad_norm: 5.1728 2021-02-05 00:20:28,231 - mmaction - INFO - Epoch [29][2920/3757] lr: 1.000e-02, eta: 2 days, 5:38:56, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7906, loss_cls: 1.8218, loss: 1.8218, grad_norm: 5.0456 2021-02-05 00:20:37,169 - mmaction - INFO - Epoch [29][2940/3757] lr: 1.000e-02, eta: 2 days, 5:37:44, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7883, loss_cls: 1.8789, loss: 1.8789, grad_norm: 5.1908 2021-02-05 00:20:46,062 - mmaction - INFO - Epoch [29][2960/3757] lr: 1.000e-02, eta: 2 days, 5:36:31, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7930, loss_cls: 1.8373, loss: 1.8373, grad_norm: 5.1267 2021-02-05 00:20:55,170 - mmaction - INFO - Epoch [29][2980/3757] lr: 1.000e-02, eta: 2 days, 5:35:21, time: 0.456, data_time: 0.010, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7836, loss_cls: 1.8449, loss: 1.8449, grad_norm: 5.1577 2021-02-05 00:21:04,137 - mmaction - INFO - Epoch [29][3000/3757] lr: 1.000e-02, eta: 2 days, 5:34:10, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7914, loss_cls: 1.8757, loss: 1.8757, grad_norm: 5.2968 2021-02-05 00:21:12,979 - mmaction - INFO - Epoch [29][3020/3757] lr: 1.000e-02, eta: 2 days, 5:32:57, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7906, loss_cls: 1.9081, loss: 1.9081, grad_norm: 5.3987 2021-02-05 00:21:21,934 - mmaction - INFO - Epoch [29][3040/3757] lr: 1.000e-02, eta: 2 days, 5:31:46, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7867, loss_cls: 1.8491, loss: 1.8491, grad_norm: 5.3424 2021-02-05 00:21:30,843 - mmaction - INFO - Epoch [29][3060/3757] lr: 1.000e-02, eta: 2 days, 5:30:34, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7867, loss_cls: 1.8602, loss: 1.8602, grad_norm: 5.3911 2021-02-05 00:21:39,816 - mmaction - INFO - Epoch [29][3080/3757] lr: 1.000e-02, eta: 2 days, 5:29:23, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7781, loss_cls: 1.9001, loss: 1.9001, grad_norm: 5.2772 2021-02-05 00:21:48,754 - mmaction - INFO - Epoch [29][3100/3757] lr: 1.000e-02, eta: 2 days, 5:28:11, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7812, loss_cls: 1.8599, loss: 1.8599, grad_norm: 5.1390 2021-02-05 00:21:57,688 - mmaction - INFO - Epoch [29][3120/3757] lr: 1.000e-02, eta: 2 days, 5:27:00, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7977, loss_cls: 1.8294, loss: 1.8294, grad_norm: 5.1868 2021-02-05 00:22:06,548 - mmaction - INFO - Epoch [29][3140/3757] lr: 1.000e-02, eta: 2 days, 5:25:48, time: 0.444, data_time: 0.002, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7719, loss_cls: 1.8908, loss: 1.8908, grad_norm: 5.2594 2021-02-05 00:22:15,432 - mmaction - INFO - Epoch [29][3160/3757] lr: 1.000e-02, eta: 2 days, 5:24:36, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7984, loss_cls: 1.8782, loss: 1.8782, grad_norm: 5.3438 2021-02-05 00:22:24,387 - mmaction - INFO - Epoch [29][3180/3757] lr: 1.000e-02, eta: 2 days, 5:23:25, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7711, loss_cls: 1.9503, loss: 1.9503, grad_norm: 5.2442 2021-02-05 00:22:33,265 - mmaction - INFO - Epoch [29][3200/3757] lr: 1.000e-02, eta: 2 days, 5:22:14, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7906, loss_cls: 1.9355, loss: 1.9355, grad_norm: 5.3392 2021-02-05 00:22:42,143 - mmaction - INFO - Epoch [29][3220/3757] lr: 1.000e-02, eta: 2 days, 5:21:03, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8000, loss_cls: 1.8340, loss: 1.8340, grad_norm: 5.2721 2021-02-05 00:22:51,039 - mmaction - INFO - Epoch [29][3240/3757] lr: 1.000e-02, eta: 2 days, 5:19:51, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7805, loss_cls: 1.8725, loss: 1.8725, grad_norm: 5.2324 2021-02-05 00:22:59,937 - mmaction - INFO - Epoch [29][3260/3757] lr: 1.000e-02, eta: 2 days, 5:18:40, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5312, top5_acc: 0.7664, loss_cls: 1.9400, loss: 1.9400, grad_norm: 5.2803 2021-02-05 00:23:08,858 - mmaction - INFO - Epoch [29][3280/3757] lr: 1.000e-02, eta: 2 days, 5:17:30, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7945, loss_cls: 1.8434, loss: 1.8434, grad_norm: 5.3737 2021-02-05 00:23:17,818 - mmaction - INFO - Epoch [29][3300/3757] lr: 1.000e-02, eta: 2 days, 5:16:20, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7904, loss: 1.7904, grad_norm: 5.1404 2021-02-05 00:23:26,668 - mmaction - INFO - Epoch [29][3320/3757] lr: 1.000e-02, eta: 2 days, 5:15:08, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7914, loss_cls: 1.8549, loss: 1.8549, grad_norm: 5.4055 2021-02-05 00:23:35,507 - mmaction - INFO - Epoch [29][3340/3757] lr: 1.000e-02, eta: 2 days, 5:13:57, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5328, top5_acc: 0.7758, loss_cls: 1.9466, loss: 1.9466, grad_norm: 5.4071 2021-02-05 00:23:44,509 - mmaction - INFO - Epoch [29][3360/3757] lr: 1.000e-02, eta: 2 days, 5:12:48, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7922, loss_cls: 1.8880, loss: 1.8880, grad_norm: 5.3229 2021-02-05 00:23:53,329 - mmaction - INFO - Epoch [29][3380/3757] lr: 1.000e-02, eta: 2 days, 5:11:36, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7875, loss_cls: 1.8422, loss: 1.8422, grad_norm: 5.3096 2021-02-05 00:24:02,244 - mmaction - INFO - Epoch [29][3400/3757] lr: 1.000e-02, eta: 2 days, 5:10:26, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7914, loss_cls: 1.8186, loss: 1.8186, grad_norm: 5.1254 2021-02-05 00:24:11,151 - mmaction - INFO - Epoch [29][3420/3757] lr: 1.000e-02, eta: 2 days, 5:09:16, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7914, loss_cls: 1.8594, loss: 1.8594, grad_norm: 5.3372 2021-02-05 00:24:20,125 - mmaction - INFO - Epoch [29][3440/3757] lr: 1.000e-02, eta: 2 days, 5:08:07, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7812, loss_cls: 1.9030, loss: 1.9030, grad_norm: 5.2385 2021-02-05 00:24:29,061 - mmaction - INFO - Epoch [29][3460/3757] lr: 1.000e-02, eta: 2 days, 5:06:57, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8023, loss_cls: 1.7530, loss: 1.7530, grad_norm: 4.9838 2021-02-05 00:24:37,986 - mmaction - INFO - Epoch [29][3480/3757] lr: 1.000e-02, eta: 2 days, 5:05:47, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7891, loss_cls: 1.8561, loss: 1.8561, grad_norm: 5.1629 2021-02-05 00:24:46,868 - mmaction - INFO - Epoch [29][3500/3757] lr: 1.000e-02, eta: 2 days, 5:04:37, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7977, loss_cls: 1.8372, loss: 1.8372, grad_norm: 5.2034 2021-02-05 00:24:55,795 - mmaction - INFO - Epoch [29][3520/3757] lr: 1.000e-02, eta: 2 days, 5:03:28, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.7914, loss_cls: 1.8221, loss: 1.8221, grad_norm: 5.2806 2021-02-05 00:25:04,747 - mmaction - INFO - Epoch [29][3540/3757] lr: 1.000e-02, eta: 2 days, 5:02:18, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7781, loss_cls: 1.9673, loss: 1.9673, grad_norm: 5.4833 2021-02-05 00:25:13,703 - mmaction - INFO - Epoch [29][3560/3757] lr: 1.000e-02, eta: 2 days, 5:01:09, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5336, top5_acc: 0.7711, loss_cls: 1.9626, loss: 1.9626, grad_norm: 5.1019 2021-02-05 00:25:22,690 - mmaction - INFO - Epoch [29][3580/3757] lr: 1.000e-02, eta: 2 days, 5:00:01, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7914, loss_cls: 1.8637, loss: 1.8637, grad_norm: 5.0193 2021-02-05 00:25:31,589 - mmaction - INFO - Epoch [29][3600/3757] lr: 1.000e-02, eta: 2 days, 4:58:52, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8031, loss_cls: 1.7671, loss: 1.7671, grad_norm: 4.9971 2021-02-05 00:25:40,450 - mmaction - INFO - Epoch [29][3620/3757] lr: 1.000e-02, eta: 2 days, 4:57:42, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8109, loss_cls: 1.8246, loss: 1.8246, grad_norm: 5.2487 2021-02-05 00:25:49,400 - mmaction - INFO - Epoch [29][3640/3757] lr: 1.000e-02, eta: 2 days, 4:56:33, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7898, loss_cls: 1.9066, loss: 1.9066, grad_norm: 5.4202 2021-02-05 00:25:58,282 - mmaction - INFO - Epoch [29][3660/3757] lr: 1.000e-02, eta: 2 days, 4:55:24, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7812, loss_cls: 1.8165, loss: 1.8165, grad_norm: 4.9328 2021-02-05 00:26:07,250 - mmaction - INFO - Epoch [29][3680/3757] lr: 1.000e-02, eta: 2 days, 4:54:15, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7961, loss_cls: 1.8614, loss: 1.8614, grad_norm: 4.9569 2021-02-05 00:26:16,127 - mmaction - INFO - Epoch [29][3700/3757] lr: 1.000e-02, eta: 2 days, 4:53:06, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7937, loss_cls: 1.8382, loss: 1.8382, grad_norm: 5.2634 2021-02-05 00:26:25,022 - mmaction - INFO - Epoch [29][3720/3757] lr: 1.000e-02, eta: 2 days, 4:51:57, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8039, loss_cls: 1.8024, loss: 1.8024, grad_norm: 5.2770 2021-02-05 00:26:33,972 - mmaction - INFO - Epoch [29][3740/3757] lr: 1.000e-02, eta: 2 days, 4:50:49, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7672, loss_cls: 1.9256, loss: 1.9256, grad_norm: 5.1034 2021-02-05 00:26:54,452 - mmaction - INFO - Saving checkpoint at 29 epochs 2021-02-05 00:28:10,496 - mmaction - INFO - Epoch [30][20/3757] lr: 1.000e-02, eta: 2 days, 4:58:41, time: 3.775, data_time: 3.151, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7961, loss_cls: 1.7795, loss: 1.7795, grad_norm: 5.0688 2021-02-05 00:28:19,325 - mmaction - INFO - Epoch [30][40/3757] lr: 1.000e-02, eta: 2 days, 4:57:31, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7812, loss_cls: 1.8696, loss: 1.8696, grad_norm: 5.1334 2021-02-05 00:28:28,145 - mmaction - INFO - Epoch [30][60/3757] lr: 1.000e-02, eta: 2 days, 4:56:21, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7734, loss_cls: 1.9593, loss: 1.9593, grad_norm: 5.3968 2021-02-05 00:28:37,090 - mmaction - INFO - Epoch [30][80/3757] lr: 1.000e-02, eta: 2 days, 4:55:13, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7875, loss_cls: 1.8144, loss: 1.8144, grad_norm: 5.0688 2021-02-05 00:28:45,957 - mmaction - INFO - Epoch [30][100/3757] lr: 1.000e-02, eta: 2 days, 4:54:04, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7805, loss_cls: 1.9308, loss: 1.9308, grad_norm: 5.1460 2021-02-05 00:28:54,745 - mmaction - INFO - Epoch [30][120/3757] lr: 1.000e-02, eta: 2 days, 4:52:54, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7937, loss_cls: 1.8990, loss: 1.8990, grad_norm: 5.2053 2021-02-05 00:29:03,684 - mmaction - INFO - Epoch [30][140/3757] lr: 1.000e-02, eta: 2 days, 4:51:46, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7891, loss_cls: 1.8241, loss: 1.8241, grad_norm: 5.1239 2021-02-05 00:29:12,537 - mmaction - INFO - Epoch [30][160/3757] lr: 1.000e-02, eta: 2 days, 4:50:37, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8078, loss_cls: 1.7465, loss: 1.7465, grad_norm: 5.0600 2021-02-05 00:29:21,382 - mmaction - INFO - Epoch [30][180/3757] lr: 1.000e-02, eta: 2 days, 4:49:28, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8109, loss_cls: 1.7545, loss: 1.7545, grad_norm: 5.1519 2021-02-05 00:29:30,294 - mmaction - INFO - Epoch [30][200/3757] lr: 1.000e-02, eta: 2 days, 4:48:20, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7906, loss_cls: 1.8411, loss: 1.8411, grad_norm: 5.4339 2021-02-05 00:29:39,179 - mmaction - INFO - Epoch [30][220/3757] lr: 1.000e-02, eta: 2 days, 4:47:12, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7898, loss_cls: 1.8220, loss: 1.8220, grad_norm: 5.0966 2021-02-05 00:29:48,112 - mmaction - INFO - Epoch [30][240/3757] lr: 1.000e-02, eta: 2 days, 4:46:04, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7969, loss_cls: 1.8484, loss: 1.8484, grad_norm: 5.3343 2021-02-05 00:29:57,066 - mmaction - INFO - Epoch [30][260/3757] lr: 1.000e-02, eta: 2 days, 4:44:56, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7922, loss_cls: 1.8269, loss: 1.8269, grad_norm: 5.2323 2021-02-05 00:30:06,016 - mmaction - INFO - Epoch [30][280/3757] lr: 1.000e-02, eta: 2 days, 4:43:49, time: 0.448, data_time: 0.002, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8086, loss_cls: 1.8213, loss: 1.8213, grad_norm: 5.1207 2021-02-05 00:30:14,965 - mmaction - INFO - Epoch [30][300/3757] lr: 1.000e-02, eta: 2 days, 4:42:42, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.8000, loss_cls: 1.8590, loss: 1.8590, grad_norm: 5.1547 2021-02-05 00:30:23,876 - mmaction - INFO - Epoch [30][320/3757] lr: 1.000e-02, eta: 2 days, 4:41:34, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7937, loss_cls: 1.8771, loss: 1.8771, grad_norm: 5.3403 2021-02-05 00:30:32,792 - mmaction - INFO - Epoch [30][340/3757] lr: 1.000e-02, eta: 2 days, 4:40:27, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7859, loss_cls: 1.8425, loss: 1.8425, grad_norm: 5.1973 2021-02-05 00:30:41,718 - mmaction - INFO - Epoch [30][360/3757] lr: 1.000e-02, eta: 2 days, 4:39:19, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7953, loss_cls: 1.7818, loss: 1.7818, grad_norm: 5.0023 2021-02-05 00:30:50,622 - mmaction - INFO - Epoch [30][380/3757] lr: 1.000e-02, eta: 2 days, 4:38:12, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7953, loss_cls: 1.8139, loss: 1.8139, grad_norm: 5.2771 2021-02-05 00:30:59,482 - mmaction - INFO - Epoch [30][400/3757] lr: 1.000e-02, eta: 2 days, 4:37:04, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8023, loss_cls: 1.8131, loss: 1.8131, grad_norm: 5.0424 2021-02-05 00:31:08,437 - mmaction - INFO - Epoch [30][420/3757] lr: 1.000e-02, eta: 2 days, 4:35:57, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8047, loss_cls: 1.7583, loss: 1.7583, grad_norm: 5.0734 2021-02-05 00:31:17,434 - mmaction - INFO - Epoch [30][440/3757] lr: 1.000e-02, eta: 2 days, 4:34:51, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7984, loss_cls: 1.8114, loss: 1.8114, grad_norm: 5.2752 2021-02-05 00:31:26,314 - mmaction - INFO - Epoch [30][460/3757] lr: 1.000e-02, eta: 2 days, 4:33:44, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7906, loss_cls: 1.8041, loss: 1.8041, grad_norm: 5.5126 2021-02-05 00:31:35,200 - mmaction - INFO - Epoch [30][480/3757] lr: 1.000e-02, eta: 2 days, 4:32:37, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.7984, loss_cls: 1.7410, loss: 1.7410, grad_norm: 5.1177 2021-02-05 00:31:44,118 - mmaction - INFO - Epoch [30][500/3757] lr: 1.000e-02, eta: 2 days, 4:31:30, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5375, top5_acc: 0.7766, loss_cls: 1.9064, loss: 1.9064, grad_norm: 5.4563 2021-02-05 00:31:53,050 - mmaction - INFO - Epoch [30][520/3757] lr: 1.000e-02, eta: 2 days, 4:30:23, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7992, loss_cls: 1.7201, loss: 1.7201, grad_norm: 4.9933 2021-02-05 00:32:02,022 - mmaction - INFO - Epoch [30][540/3757] lr: 1.000e-02, eta: 2 days, 4:29:17, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8094, loss_cls: 1.7468, loss: 1.7468, grad_norm: 5.2599 2021-02-05 00:32:10,921 - mmaction - INFO - Epoch [30][560/3757] lr: 1.000e-02, eta: 2 days, 4:28:11, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7859, loss_cls: 1.8513, loss: 1.8513, grad_norm: 5.5379 2021-02-05 00:32:19,885 - mmaction - INFO - Epoch [30][580/3757] lr: 1.000e-02, eta: 2 days, 4:27:05, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.8047, loss_cls: 1.7715, loss: 1.7715, grad_norm: 5.2863 2021-02-05 00:32:28,821 - mmaction - INFO - Epoch [30][600/3757] lr: 1.000e-02, eta: 2 days, 4:25:58, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8070, loss_cls: 1.6796, loss: 1.6796, grad_norm: 5.1377 2021-02-05 00:32:37,792 - mmaction - INFO - Epoch [30][620/3757] lr: 1.000e-02, eta: 2 days, 4:24:53, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8047, loss_cls: 1.8019, loss: 1.8019, grad_norm: 5.3427 2021-02-05 00:32:46,801 - mmaction - INFO - Epoch [30][640/3757] lr: 1.000e-02, eta: 2 days, 4:23:47, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8016, loss_cls: 1.7951, loss: 1.7951, grad_norm: 5.2188 2021-02-05 00:32:55,732 - mmaction - INFO - Epoch [30][660/3757] lr: 1.000e-02, eta: 2 days, 4:22:41, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7906, loss_cls: 1.8011, loss: 1.8011, grad_norm: 5.1346 2021-02-05 00:33:04,648 - mmaction - INFO - Epoch [30][680/3757] lr: 1.000e-02, eta: 2 days, 4:21:36, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7844, loss_cls: 1.8611, loss: 1.8611, grad_norm: 5.2347 2021-02-05 00:33:13,569 - mmaction - INFO - Epoch [30][700/3757] lr: 1.000e-02, eta: 2 days, 4:20:30, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7906, loss_cls: 1.8336, loss: 1.8336, grad_norm: 5.2147 2021-02-05 00:33:22,539 - mmaction - INFO - Epoch [30][720/3757] lr: 1.000e-02, eta: 2 days, 4:19:24, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7836, loss_cls: 1.8902, loss: 1.8902, grad_norm: 5.0950 2021-02-05 00:33:31,446 - mmaction - INFO - Epoch [30][740/3757] lr: 1.000e-02, eta: 2 days, 4:18:18, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8008, loss_cls: 1.7669, loss: 1.7669, grad_norm: 5.0641 2021-02-05 00:33:40,312 - mmaction - INFO - Epoch [30][760/3757] lr: 1.000e-02, eta: 2 days, 4:17:12, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8031, loss_cls: 1.7522, loss: 1.7522, grad_norm: 5.1986 2021-02-05 00:33:49,203 - mmaction - INFO - Epoch [30][780/3757] lr: 1.000e-02, eta: 2 days, 4:16:06, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7828, loss_cls: 1.8862, loss: 1.8862, grad_norm: 5.4846 2021-02-05 00:33:58,120 - mmaction - INFO - Epoch [30][800/3757] lr: 1.000e-02, eta: 2 days, 4:15:01, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7914, loss_cls: 1.8237, loss: 1.8237, grad_norm: 5.1606 2021-02-05 00:34:07,020 - mmaction - INFO - Epoch [30][820/3757] lr: 1.000e-02, eta: 2 days, 4:13:55, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7953, loss_cls: 1.8383, loss: 1.8383, grad_norm: 5.2126 2021-02-05 00:34:15,997 - mmaction - INFO - Epoch [30][840/3757] lr: 1.000e-02, eta: 2 days, 4:12:51, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7937, loss_cls: 1.9003, loss: 1.9003, grad_norm: 5.4222 2021-02-05 00:34:24,930 - mmaction - INFO - Epoch [30][860/3757] lr: 1.000e-02, eta: 2 days, 4:11:46, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7930, loss_cls: 1.8241, loss: 1.8241, grad_norm: 5.3635 2021-02-05 00:34:33,848 - mmaction - INFO - Epoch [30][880/3757] lr: 1.000e-02, eta: 2 days, 4:10:40, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7937, loss_cls: 1.8441, loss: 1.8441, grad_norm: 5.3442 2021-02-05 00:34:42,775 - mmaction - INFO - Epoch [30][900/3757] lr: 1.000e-02, eta: 2 days, 4:09:35, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8023, loss_cls: 1.7863, loss: 1.7863, grad_norm: 5.0278 2021-02-05 00:34:51,711 - mmaction - INFO - Epoch [30][920/3757] lr: 1.000e-02, eta: 2 days, 4:08:31, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7781, loss_cls: 1.9550, loss: 1.9550, grad_norm: 5.4264 2021-02-05 00:35:00,571 - mmaction - INFO - Epoch [30][940/3757] lr: 1.000e-02, eta: 2 days, 4:07:25, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7703, loss_cls: 1.9536, loss: 1.9536, grad_norm: 5.0668 2021-02-05 00:35:09,482 - mmaction - INFO - Epoch [30][960/3757] lr: 1.000e-02, eta: 2 days, 4:06:20, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7852, loss_cls: 1.9002, loss: 1.9002, grad_norm: 5.0522 2021-02-05 00:35:18,353 - mmaction - INFO - Epoch [30][980/3757] lr: 1.000e-02, eta: 2 days, 4:05:15, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7773, loss_cls: 1.9478, loss: 1.9478, grad_norm: 5.1895 2021-02-05 00:35:27,256 - mmaction - INFO - Epoch [30][1000/3757] lr: 1.000e-02, eta: 2 days, 4:04:10, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8086, loss_cls: 1.7028, loss: 1.7028, grad_norm: 5.0488 2021-02-05 00:35:36,212 - mmaction - INFO - Epoch [30][1020/3757] lr: 1.000e-02, eta: 2 days, 4:03:06, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8125, loss_cls: 1.7325, loss: 1.7325, grad_norm: 5.1287 2021-02-05 00:35:45,059 - mmaction - INFO - Epoch [30][1040/3757] lr: 1.000e-02, eta: 2 days, 4:02:01, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7984, loss_cls: 1.7785, loss: 1.7785, grad_norm: 5.1721 2021-02-05 00:35:53,951 - mmaction - INFO - Epoch [30][1060/3757] lr: 1.000e-02, eta: 2 days, 4:00:56, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7953, loss_cls: 1.8155, loss: 1.8155, grad_norm: 5.3426 2021-02-05 00:36:02,794 - mmaction - INFO - Epoch [30][1080/3757] lr: 1.000e-02, eta: 2 days, 3:59:51, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7930, loss_cls: 1.8159, loss: 1.8159, grad_norm: 5.2838 2021-02-05 00:36:11,632 - mmaction - INFO - Epoch [30][1100/3757] lr: 1.000e-02, eta: 2 days, 3:58:46, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7875, loss_cls: 1.8723, loss: 1.8723, grad_norm: 5.3869 2021-02-05 00:36:20,510 - mmaction - INFO - Epoch [30][1120/3757] lr: 1.000e-02, eta: 2 days, 3:57:41, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6039, top5_acc: 0.8187, loss_cls: 1.6727, loss: 1.6727, grad_norm: 5.1066 2021-02-05 00:36:29,434 - mmaction - INFO - Epoch [30][1140/3757] lr: 1.000e-02, eta: 2 days, 3:56:37, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7883, loss_cls: 1.8412, loss: 1.8412, grad_norm: 5.3498 2021-02-05 00:36:38,355 - mmaction - INFO - Epoch [30][1160/3757] lr: 1.000e-02, eta: 2 days, 3:55:33, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7891, loss_cls: 1.9011, loss: 1.9011, grad_norm: 5.2211 2021-02-05 00:36:47,293 - mmaction - INFO - Epoch [30][1180/3757] lr: 1.000e-02, eta: 2 days, 3:54:30, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7930, loss_cls: 1.8119, loss: 1.8119, grad_norm: 5.2717 2021-02-05 00:36:56,164 - mmaction - INFO - Epoch [30][1200/3757] lr: 1.000e-02, eta: 2 days, 3:53:25, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.8047, loss_cls: 1.8044, loss: 1.8044, grad_norm: 5.3169 2021-02-05 00:37:05,087 - mmaction - INFO - Epoch [30][1220/3757] lr: 1.000e-02, eta: 2 days, 3:52:22, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7992, loss_cls: 1.7479, loss: 1.7479, grad_norm: 5.0923 2021-02-05 00:37:13,982 - mmaction - INFO - Epoch [30][1240/3757] lr: 1.000e-02, eta: 2 days, 3:51:18, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8109, loss_cls: 1.7905, loss: 1.7905, grad_norm: 5.3776 2021-02-05 00:37:22,865 - mmaction - INFO - Epoch [30][1260/3757] lr: 1.000e-02, eta: 2 days, 3:50:14, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7852, loss_cls: 1.8799, loss: 1.8799, grad_norm: 5.1642 2021-02-05 00:37:31,757 - mmaction - INFO - Epoch [30][1280/3757] lr: 1.000e-02, eta: 2 days, 3:49:10, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7898, loss_cls: 1.8644, loss: 1.8644, grad_norm: 5.1849 2021-02-05 00:37:40,624 - mmaction - INFO - Epoch [30][1300/3757] lr: 1.000e-02, eta: 2 days, 3:48:06, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7992, loss_cls: 1.7645, loss: 1.7645, grad_norm: 5.2456 2021-02-05 00:37:49,535 - mmaction - INFO - Epoch [30][1320/3757] lr: 1.000e-02, eta: 2 days, 3:47:03, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7875, loss_cls: 1.8291, loss: 1.8291, grad_norm: 5.2311 2021-02-05 00:37:58,442 - mmaction - INFO - Epoch [30][1340/3757] lr: 1.000e-02, eta: 2 days, 3:45:59, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7875, loss_cls: 1.8110, loss: 1.8110, grad_norm: 5.1247 2021-02-05 00:38:07,408 - mmaction - INFO - Epoch [30][1360/3757] lr: 1.000e-02, eta: 2 days, 3:44:56, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7727, loss_cls: 1.9362, loss: 1.9362, grad_norm: 5.3650 2021-02-05 00:38:16,277 - mmaction - INFO - Epoch [30][1380/3757] lr: 1.000e-02, eta: 2 days, 3:43:53, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7719, loss_cls: 1.8830, loss: 1.8830, grad_norm: 5.2459 2021-02-05 00:38:25,206 - mmaction - INFO - Epoch [30][1400/3757] lr: 1.000e-02, eta: 2 days, 3:42:50, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.8047, loss_cls: 1.7829, loss: 1.7829, grad_norm: 5.0867 2021-02-05 00:38:34,220 - mmaction - INFO - Epoch [30][1420/3757] lr: 1.000e-02, eta: 2 days, 3:41:48, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8063, loss_cls: 1.7495, loss: 1.7495, grad_norm: 5.2574 2021-02-05 00:38:43,154 - mmaction - INFO - Epoch [30][1440/3757] lr: 1.000e-02, eta: 2 days, 3:40:45, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7953, loss_cls: 1.8211, loss: 1.8211, grad_norm: 5.2622 2021-02-05 00:38:52,073 - mmaction - INFO - Epoch [30][1460/3757] lr: 1.000e-02, eta: 2 days, 3:39:42, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7812, loss_cls: 1.9151, loss: 1.9151, grad_norm: 5.2975 2021-02-05 00:39:01,013 - mmaction - INFO - Epoch [30][1480/3757] lr: 1.000e-02, eta: 2 days, 3:38:40, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7953, loss_cls: 1.8400, loss: 1.8400, grad_norm: 5.2940 2021-02-05 00:39:09,911 - mmaction - INFO - Epoch [30][1500/3757] lr: 1.000e-02, eta: 2 days, 3:37:37, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7852, loss_cls: 1.7887, loss: 1.7887, grad_norm: 5.1164 2021-02-05 00:39:18,831 - mmaction - INFO - Epoch [30][1520/3757] lr: 1.000e-02, eta: 2 days, 3:36:34, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5953, top5_acc: 0.7984, loss_cls: 1.7945, loss: 1.7945, grad_norm: 5.1813 2021-02-05 00:39:27,701 - mmaction - INFO - Epoch [30][1540/3757] lr: 1.000e-02, eta: 2 days, 3:35:31, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7883, loss_cls: 1.8571, loss: 1.8571, grad_norm: 5.1581 2021-02-05 00:39:36,662 - mmaction - INFO - Epoch [30][1560/3757] lr: 1.000e-02, eta: 2 days, 3:34:29, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7695, loss_cls: 1.8800, loss: 1.8800, grad_norm: 5.1640 2021-02-05 00:39:45,630 - mmaction - INFO - Epoch [30][1580/3757] lr: 1.000e-02, eta: 2 days, 3:33:27, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.8733, loss: 1.8733, grad_norm: 5.2680 2021-02-05 00:39:54,566 - mmaction - INFO - Epoch [30][1600/3757] lr: 1.000e-02, eta: 2 days, 3:32:25, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7781, loss_cls: 1.8492, loss: 1.8492, grad_norm: 5.1664 2021-02-05 00:40:03,450 - mmaction - INFO - Epoch [30][1620/3757] lr: 1.000e-02, eta: 2 days, 3:31:23, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7883, loss_cls: 1.8493, loss: 1.8493, grad_norm: 5.1968 2021-02-05 00:40:12,331 - mmaction - INFO - Epoch [30][1640/3757] lr: 1.000e-02, eta: 2 days, 3:30:20, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7891, loss_cls: 1.8662, loss: 1.8662, grad_norm: 5.2947 2021-02-05 00:40:21,223 - mmaction - INFO - Epoch [30][1660/3757] lr: 1.000e-02, eta: 2 days, 3:29:18, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7922, loss_cls: 1.8011, loss: 1.8011, grad_norm: 5.1061 2021-02-05 00:40:30,085 - mmaction - INFO - Epoch [30][1680/3757] lr: 1.000e-02, eta: 2 days, 3:28:15, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7844, loss_cls: 1.8571, loss: 1.8571, grad_norm: 5.2207 2021-02-05 00:40:39,079 - mmaction - INFO - Epoch [30][1700/3757] lr: 1.000e-02, eta: 2 days, 3:27:14, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7992, loss_cls: 1.8531, loss: 1.8531, grad_norm: 5.2595 2021-02-05 00:40:47,970 - mmaction - INFO - Epoch [30][1720/3757] lr: 1.000e-02, eta: 2 days, 3:26:12, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.8039, loss_cls: 1.8292, loss: 1.8292, grad_norm: 5.3155 2021-02-05 00:40:56,877 - mmaction - INFO - Epoch [30][1740/3757] lr: 1.000e-02, eta: 2 days, 3:25:10, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7867, loss_cls: 1.8517, loss: 1.8517, grad_norm: 5.3239 2021-02-05 00:41:05,736 - mmaction - INFO - Epoch [30][1760/3757] lr: 1.000e-02, eta: 2 days, 3:24:08, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7836, loss_cls: 1.8162, loss: 1.8162, grad_norm: 5.2058 2021-02-05 00:41:14,639 - mmaction - INFO - Epoch [30][1780/3757] lr: 1.000e-02, eta: 2 days, 3:23:06, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7961, loss_cls: 1.8361, loss: 1.8361, grad_norm: 5.1075 2021-02-05 00:41:23,589 - mmaction - INFO - Epoch [30][1800/3757] lr: 1.000e-02, eta: 2 days, 3:22:05, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7937, loss_cls: 1.8207, loss: 1.8207, grad_norm: 5.1502 2021-02-05 00:41:32,459 - mmaction - INFO - Epoch [30][1820/3757] lr: 1.000e-02, eta: 2 days, 3:21:03, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.8234, loss: 1.8234, grad_norm: 5.1524 2021-02-05 00:41:41,377 - mmaction - INFO - Epoch [30][1840/3757] lr: 1.000e-02, eta: 2 days, 3:20:02, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7891, loss_cls: 1.8509, loss: 1.8509, grad_norm: 5.2490 2021-02-05 00:41:50,285 - mmaction - INFO - Epoch [30][1860/3757] lr: 1.000e-02, eta: 2 days, 3:19:00, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5289, top5_acc: 0.7672, loss_cls: 2.0302, loss: 2.0302, grad_norm: 5.3998 2021-02-05 00:41:59,203 - mmaction - INFO - Epoch [30][1880/3757] lr: 1.000e-02, eta: 2 days, 3:17:59, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7977, loss_cls: 1.8165, loss: 1.8165, grad_norm: 4.9748 2021-02-05 00:42:08,086 - mmaction - INFO - Epoch [30][1900/3757] lr: 1.000e-02, eta: 2 days, 3:16:57, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7961, loss_cls: 1.8337, loss: 1.8337, grad_norm: 5.3263 2021-02-05 00:42:16,990 - mmaction - INFO - Epoch [30][1920/3757] lr: 1.000e-02, eta: 2 days, 3:15:56, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7898, loss_cls: 1.8467, loss: 1.8467, grad_norm: 5.2866 2021-02-05 00:42:25,950 - mmaction - INFO - Epoch [30][1940/3757] lr: 1.000e-02, eta: 2 days, 3:14:56, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8063, loss_cls: 1.7975, loss: 1.7975, grad_norm: 5.0544 2021-02-05 00:42:34,789 - mmaction - INFO - Epoch [30][1960/3757] lr: 1.000e-02, eta: 2 days, 3:13:54, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7828, loss_cls: 1.9049, loss: 1.9049, grad_norm: 5.2144 2021-02-05 00:42:43,829 - mmaction - INFO - Epoch [30][1980/3757] lr: 1.000e-02, eta: 2 days, 3:12:54, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7789, loss_cls: 1.8949, loss: 1.8949, grad_norm: 5.3805 2021-02-05 00:42:52,749 - mmaction - INFO - Epoch [30][2000/3757] lr: 1.000e-02, eta: 2 days, 3:11:53, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7922, loss_cls: 1.8606, loss: 1.8606, grad_norm: 5.3748 2021-02-05 00:43:01,660 - mmaction - INFO - Epoch [30][2020/3757] lr: 1.000e-02, eta: 2 days, 3:10:53, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7945, loss_cls: 1.8370, loss: 1.8370, grad_norm: 5.2333 2021-02-05 00:43:10,523 - mmaction - INFO - Epoch [30][2040/3757] lr: 1.000e-02, eta: 2 days, 3:09:51, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5336, top5_acc: 0.7789, loss_cls: 1.9650, loss: 1.9650, grad_norm: 5.4445 2021-02-05 00:43:19,407 - mmaction - INFO - Epoch [30][2060/3757] lr: 1.000e-02, eta: 2 days, 3:08:51, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7992, loss_cls: 1.7944, loss: 1.7944, grad_norm: 5.0775 2021-02-05 00:43:28,230 - mmaction - INFO - Epoch [30][2080/3757] lr: 1.000e-02, eta: 2 days, 3:07:49, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7789, loss_cls: 1.8615, loss: 1.8615, grad_norm: 5.1528 2021-02-05 00:43:37,156 - mmaction - INFO - Epoch [30][2100/3757] lr: 1.000e-02, eta: 2 days, 3:06:49, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7937, loss_cls: 1.8097, loss: 1.8097, grad_norm: 5.3409 2021-02-05 00:43:46,142 - mmaction - INFO - Epoch [30][2120/3757] lr: 1.000e-02, eta: 2 days, 3:05:49, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.8031, loss_cls: 1.7874, loss: 1.7874, grad_norm: 5.3088 2021-02-05 00:43:55,067 - mmaction - INFO - Epoch [30][2140/3757] lr: 1.000e-02, eta: 2 days, 3:04:49, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7836, loss_cls: 1.8459, loss: 1.8459, grad_norm: 5.5885 2021-02-05 00:44:04,027 - mmaction - INFO - Epoch [30][2160/3757] lr: 1.000e-02, eta: 2 days, 3:03:49, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7852, loss_cls: 1.9235, loss: 1.9235, grad_norm: 5.5187 2021-02-05 00:44:12,887 - mmaction - INFO - Epoch [30][2180/3757] lr: 1.000e-02, eta: 2 days, 3:02:48, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7672, loss_cls: 1.9436, loss: 1.9436, grad_norm: 5.4076 2021-02-05 00:44:21,871 - mmaction - INFO - Epoch [30][2200/3757] lr: 1.000e-02, eta: 2 days, 3:01:49, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7992, loss_cls: 1.7876, loss: 1.7876, grad_norm: 5.7696 2021-02-05 00:44:30,782 - mmaction - INFO - Epoch [30][2220/3757] lr: 1.000e-02, eta: 2 days, 3:00:49, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7586, loss_cls: 1.9626, loss: 1.9626, grad_norm: 5.2573 2021-02-05 00:44:39,683 - mmaction - INFO - Epoch [30][2240/3757] lr: 1.000e-02, eta: 2 days, 2:59:49, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.9019, loss: 1.9019, grad_norm: 5.1204 2021-02-05 00:44:48,590 - mmaction - INFO - Epoch [30][2260/3757] lr: 1.000e-02, eta: 2 days, 2:58:49, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7937, loss_cls: 1.8331, loss: 1.8331, grad_norm: 5.2187 2021-02-05 00:44:57,480 - mmaction - INFO - Epoch [30][2280/3757] lr: 1.000e-02, eta: 2 days, 2:57:49, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7820, loss_cls: 1.9010, loss: 1.9010, grad_norm: 5.3570 2021-02-05 00:45:06,436 - mmaction - INFO - Epoch [30][2300/3757] lr: 1.000e-02, eta: 2 days, 2:56:50, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8156, loss_cls: 1.7458, loss: 1.7458, grad_norm: 5.1214 2021-02-05 00:45:15,395 - mmaction - INFO - Epoch [30][2320/3757] lr: 1.000e-02, eta: 2 days, 2:55:50, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7711, loss_cls: 1.9330, loss: 1.9330, grad_norm: 5.5614 2021-02-05 00:45:24,288 - mmaction - INFO - Epoch [30][2340/3757] lr: 1.000e-02, eta: 2 days, 2:54:50, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5523, top5_acc: 0.8055, loss_cls: 1.8272, loss: 1.8272, grad_norm: 5.2327 2021-02-05 00:45:33,202 - mmaction - INFO - Epoch [30][2360/3757] lr: 1.000e-02, eta: 2 days, 2:53:51, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5312, top5_acc: 0.7711, loss_cls: 1.9204, loss: 1.9204, grad_norm: 5.2960 2021-02-05 00:45:42,167 - mmaction - INFO - Epoch [30][2380/3757] lr: 1.000e-02, eta: 2 days, 2:52:52, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7797, loss_cls: 1.9099, loss: 1.9099, grad_norm: 5.2480 2021-02-05 00:45:51,034 - mmaction - INFO - Epoch [30][2400/3757] lr: 1.000e-02, eta: 2 days, 2:51:52, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8031, loss_cls: 1.7971, loss: 1.7971, grad_norm: 5.3630 2021-02-05 00:45:59,928 - mmaction - INFO - Epoch [30][2420/3757] lr: 1.000e-02, eta: 2 days, 2:50:53, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7828, loss_cls: 1.9394, loss: 1.9394, grad_norm: 5.4533 2021-02-05 00:46:08,836 - mmaction - INFO - Epoch [30][2440/3757] lr: 1.000e-02, eta: 2 days, 2:49:53, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.8423, loss: 1.8423, grad_norm: 5.0480 2021-02-05 00:46:17,751 - mmaction - INFO - Epoch [30][2460/3757] lr: 1.000e-02, eta: 2 days, 2:48:54, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7773, loss_cls: 1.8854, loss: 1.8854, grad_norm: 5.1502 2021-02-05 00:46:26,690 - mmaction - INFO - Epoch [30][2480/3757] lr: 1.000e-02, eta: 2 days, 2:47:55, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.8471, loss: 1.8471, grad_norm: 5.3216 2021-02-05 00:46:35,659 - mmaction - INFO - Epoch [30][2500/3757] lr: 1.000e-02, eta: 2 days, 2:46:57, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8016, loss_cls: 1.7436, loss: 1.7436, grad_norm: 5.1861 2021-02-05 00:46:44,578 - mmaction - INFO - Epoch [30][2520/3757] lr: 1.000e-02, eta: 2 days, 2:45:58, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8094, loss_cls: 1.7585, loss: 1.7585, grad_norm: 5.4014 2021-02-05 00:46:53,496 - mmaction - INFO - Epoch [30][2540/3757] lr: 1.000e-02, eta: 2 days, 2:44:59, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7758, loss_cls: 1.8953, loss: 1.8953, grad_norm: 5.1515 2021-02-05 00:47:02,434 - mmaction - INFO - Epoch [30][2560/3757] lr: 1.000e-02, eta: 2 days, 2:44:00, time: 0.448, data_time: 0.002, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7781, loss_cls: 1.9001, loss: 1.9001, grad_norm: 5.1577 2021-02-05 00:47:11,392 - mmaction - INFO - Epoch [30][2580/3757] lr: 1.000e-02, eta: 2 days, 2:43:02, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7820, loss_cls: 1.9169, loss: 1.9169, grad_norm: 5.1943 2021-02-05 00:47:20,295 - mmaction - INFO - Epoch [30][2600/3757] lr: 1.000e-02, eta: 2 days, 2:42:03, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7953, loss_cls: 1.7901, loss: 1.7901, grad_norm: 4.9836 2021-02-05 00:47:29,158 - mmaction - INFO - Epoch [30][2620/3757] lr: 1.000e-02, eta: 2 days, 2:41:04, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7844, loss_cls: 1.9175, loss: 1.9175, grad_norm: 5.2856 2021-02-05 00:47:38,074 - mmaction - INFO - Epoch [30][2640/3757] lr: 1.000e-02, eta: 2 days, 2:40:05, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7859, loss_cls: 1.8797, loss: 1.8797, grad_norm: 5.2397 2021-02-05 00:47:47,031 - mmaction - INFO - Epoch [30][2660/3757] lr: 1.000e-02, eta: 2 days, 2:39:07, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7914, loss_cls: 1.8655, loss: 1.8655, grad_norm: 5.2373 2021-02-05 00:47:55,957 - mmaction - INFO - Epoch [30][2680/3757] lr: 1.000e-02, eta: 2 days, 2:38:09, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7836, loss_cls: 1.8736, loss: 1.8736, grad_norm: 5.2253 2021-02-05 00:48:04,950 - mmaction - INFO - Epoch [30][2700/3757] lr: 1.000e-02, eta: 2 days, 2:37:11, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5312, top5_acc: 0.7711, loss_cls: 1.9625, loss: 1.9625, grad_norm: 5.5206 2021-02-05 00:48:13,875 - mmaction - INFO - Epoch [30][2720/3757] lr: 1.000e-02, eta: 2 days, 2:36:13, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7820, loss_cls: 1.9055, loss: 1.9055, grad_norm: 5.4057 2021-02-05 00:48:22,780 - mmaction - INFO - Epoch [30][2740/3757] lr: 1.000e-02, eta: 2 days, 2:35:15, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5234, top5_acc: 0.7844, loss_cls: 1.9216, loss: 1.9216, grad_norm: 5.3069 2021-02-05 00:48:31,628 - mmaction - INFO - Epoch [30][2760/3757] lr: 1.000e-02, eta: 2 days, 2:34:16, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7969, loss_cls: 1.8070, loss: 1.8070, grad_norm: 5.2800 2021-02-05 00:48:40,500 - mmaction - INFO - Epoch [30][2780/3757] lr: 1.000e-02, eta: 2 days, 2:33:18, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7859, loss_cls: 1.8667, loss: 1.8667, grad_norm: 5.2729 2021-02-05 00:48:49,390 - mmaction - INFO - Epoch [30][2800/3757] lr: 1.000e-02, eta: 2 days, 2:32:19, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7867, loss_cls: 1.8578, loss: 1.8578, grad_norm: 5.3621 2021-02-05 00:48:58,355 - mmaction - INFO - Epoch [30][2820/3757] lr: 1.000e-02, eta: 2 days, 2:31:22, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.8039, loss_cls: 1.8441, loss: 1.8441, grad_norm: 5.4549 2021-02-05 00:49:07,412 - mmaction - INFO - Epoch [30][2840/3757] lr: 1.000e-02, eta: 2 days, 2:30:25, time: 0.453, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8008, loss_cls: 1.7793, loss: 1.7793, grad_norm: 5.2633 2021-02-05 00:49:16,357 - mmaction - INFO - Epoch [30][2860/3757] lr: 1.000e-02, eta: 2 days, 2:29:28, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7914, loss_cls: 1.8622, loss: 1.8622, grad_norm: 5.1816 2021-02-05 00:49:25,218 - mmaction - INFO - Epoch [30][2880/3757] lr: 1.000e-02, eta: 2 days, 2:28:30, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7906, loss_cls: 1.8203, loss: 1.8203, grad_norm: 5.2880 2021-02-05 00:49:34,106 - mmaction - INFO - Epoch [30][2900/3757] lr: 1.000e-02, eta: 2 days, 2:27:32, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7805, loss_cls: 1.8676, loss: 1.8676, grad_norm: 5.4110 2021-02-05 00:49:43,142 - mmaction - INFO - Epoch [30][2920/3757] lr: 1.000e-02, eta: 2 days, 2:26:35, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.7898, loss_cls: 1.7981, loss: 1.7981, grad_norm: 5.3457 2021-02-05 00:49:52,139 - mmaction - INFO - Epoch [30][2940/3757] lr: 1.000e-02, eta: 2 days, 2:25:38, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7680, loss_cls: 1.9348, loss: 1.9348, grad_norm: 5.3687 2021-02-05 00:50:01,034 - mmaction - INFO - Epoch [30][2960/3757] lr: 1.000e-02, eta: 2 days, 2:24:41, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7812, loss_cls: 1.8942, loss: 1.8942, grad_norm: 5.3459 2021-02-05 00:50:09,957 - mmaction - INFO - Epoch [30][2980/3757] lr: 1.000e-02, eta: 2 days, 2:23:43, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7742, loss_cls: 1.8959, loss: 1.8959, grad_norm: 5.1752 2021-02-05 00:50:18,911 - mmaction - INFO - Epoch [30][3000/3757] lr: 1.000e-02, eta: 2 days, 2:22:46, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7828, loss_cls: 1.8559, loss: 1.8559, grad_norm: 5.1433 2021-02-05 00:50:27,863 - mmaction - INFO - Epoch [30][3020/3757] lr: 1.000e-02, eta: 2 days, 2:21:50, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7797, loss_cls: 1.8967, loss: 1.8967, grad_norm: 5.1158 2021-02-05 00:50:36,811 - mmaction - INFO - Epoch [30][3040/3757] lr: 1.000e-02, eta: 2 days, 2:20:53, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7844, loss_cls: 1.8604, loss: 1.8604, grad_norm: 5.1018 2021-02-05 00:50:45,756 - mmaction - INFO - Epoch [30][3060/3757] lr: 1.000e-02, eta: 2 days, 2:19:56, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7945, loss_cls: 1.7990, loss: 1.7990, grad_norm: 5.1877 2021-02-05 00:50:54,619 - mmaction - INFO - Epoch [30][3080/3757] lr: 1.000e-02, eta: 2 days, 2:18:58, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7914, loss_cls: 1.8237, loss: 1.8237, grad_norm: 5.1960 2021-02-05 00:51:03,592 - mmaction - INFO - Epoch [30][3100/3757] lr: 1.000e-02, eta: 2 days, 2:18:02, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8086, loss_cls: 1.7585, loss: 1.7585, grad_norm: 5.2044 2021-02-05 00:51:12,486 - mmaction - INFO - Epoch [30][3120/3757] lr: 1.000e-02, eta: 2 days, 2:17:05, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5289, top5_acc: 0.7781, loss_cls: 1.8911, loss: 1.8911, grad_norm: 5.3150 2021-02-05 00:51:21,359 - mmaction - INFO - Epoch [30][3140/3757] lr: 1.000e-02, eta: 2 days, 2:16:07, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7898, loss_cls: 1.8712, loss: 1.8712, grad_norm: 5.0857 2021-02-05 00:51:30,236 - mmaction - INFO - Epoch [30][3160/3757] lr: 1.000e-02, eta: 2 days, 2:15:10, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8388, loss: 1.8388, grad_norm: 5.4446 2021-02-05 00:51:39,183 - mmaction - INFO - Epoch [30][3180/3757] lr: 1.000e-02, eta: 2 days, 2:14:14, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7891, loss_cls: 1.8048, loss: 1.8048, grad_norm: 5.1872 2021-02-05 00:51:48,211 - mmaction - INFO - Epoch [30][3200/3757] lr: 1.000e-02, eta: 2 days, 2:13:18, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7781, loss_cls: 1.9320, loss: 1.9320, grad_norm: 5.0925 2021-02-05 00:51:57,158 - mmaction - INFO - Epoch [30][3220/3757] lr: 1.000e-02, eta: 2 days, 2:12:22, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7820, loss_cls: 1.8864, loss: 1.8864, grad_norm: 5.2125 2021-02-05 00:52:06,105 - mmaction - INFO - Epoch [30][3240/3757] lr: 1.000e-02, eta: 2 days, 2:11:25, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7852, loss_cls: 1.9143, loss: 1.9143, grad_norm: 5.2907 2021-02-05 00:52:15,027 - mmaction - INFO - Epoch [30][3260/3757] lr: 1.000e-02, eta: 2 days, 2:10:29, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8133, loss_cls: 1.7842, loss: 1.7842, grad_norm: 5.0942 2021-02-05 00:52:24,019 - mmaction - INFO - Epoch [30][3280/3757] lr: 1.000e-02, eta: 2 days, 2:09:33, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5336, top5_acc: 0.7828, loss_cls: 1.9568, loss: 1.9568, grad_norm: 5.3392 2021-02-05 00:52:32,847 - mmaction - INFO - Epoch [30][3300/3757] lr: 1.000e-02, eta: 2 days, 2:08:36, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5344, top5_acc: 0.7672, loss_cls: 1.9325, loss: 1.9325, grad_norm: 5.2227 2021-02-05 00:52:41,812 - mmaction - INFO - Epoch [30][3320/3757] lr: 1.000e-02, eta: 2 days, 2:07:40, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8016, loss_cls: 1.8338, loss: 1.8338, grad_norm: 5.1106 2021-02-05 00:52:50,722 - mmaction - INFO - Epoch [30][3340/3757] lr: 1.000e-02, eta: 2 days, 2:06:44, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7977, loss_cls: 1.8603, loss: 1.8603, grad_norm: 5.2062 2021-02-05 00:52:59,669 - mmaction - INFO - Epoch [30][3360/3757] lr: 1.000e-02, eta: 2 days, 2:05:48, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7805, loss_cls: 1.8826, loss: 1.8826, grad_norm: 5.4047 2021-02-05 00:53:08,553 - mmaction - INFO - Epoch [30][3380/3757] lr: 1.000e-02, eta: 2 days, 2:04:52, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8078, loss_cls: 1.7410, loss: 1.7410, grad_norm: 5.2127 2021-02-05 00:53:17,424 - mmaction - INFO - Epoch [30][3400/3757] lr: 1.000e-02, eta: 2 days, 2:03:55, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7773, loss_cls: 1.9100, loss: 1.9100, grad_norm: 5.4438 2021-02-05 00:53:26,326 - mmaction - INFO - Epoch [30][3420/3757] lr: 1.000e-02, eta: 2 days, 2:02:59, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7961, loss_cls: 1.8879, loss: 1.8879, grad_norm: 5.2866 2021-02-05 00:53:35,228 - mmaction - INFO - Epoch [30][3440/3757] lr: 1.000e-02, eta: 2 days, 2:02:03, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7750, loss_cls: 1.8685, loss: 1.8685, grad_norm: 5.1521 2021-02-05 00:53:44,165 - mmaction - INFO - Epoch [30][3460/3757] lr: 1.000e-02, eta: 2 days, 2:01:08, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7766, loss_cls: 1.9434, loss: 1.9434, grad_norm: 5.2786 2021-02-05 00:53:53,098 - mmaction - INFO - Epoch [30][3480/3757] lr: 1.000e-02, eta: 2 days, 2:00:12, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7898, loss_cls: 1.8811, loss: 1.8811, grad_norm: 5.2330 2021-02-05 00:54:02,056 - mmaction - INFO - Epoch [30][3500/3757] lr: 1.000e-02, eta: 2 days, 1:59:17, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7852, loss_cls: 1.9224, loss: 1.9224, grad_norm: 5.2779 2021-02-05 00:54:10,964 - mmaction - INFO - Epoch [30][3520/3757] lr: 1.000e-02, eta: 2 days, 1:58:21, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5320, top5_acc: 0.7742, loss_cls: 1.9508, loss: 1.9508, grad_norm: 5.2635 2021-02-05 00:54:19,866 - mmaction - INFO - Epoch [30][3540/3757] lr: 1.000e-02, eta: 2 days, 1:57:25, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7797, loss_cls: 1.9162, loss: 1.9162, grad_norm: 5.0494 2021-02-05 00:54:28,883 - mmaction - INFO - Epoch [30][3560/3757] lr: 1.000e-02, eta: 2 days, 1:56:30, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7891, loss_cls: 1.8525, loss: 1.8525, grad_norm: 5.2803 2021-02-05 00:54:37,781 - mmaction - INFO - Epoch [30][3580/3757] lr: 1.000e-02, eta: 2 days, 1:55:35, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7891, loss_cls: 1.8676, loss: 1.8676, grad_norm: 5.3569 2021-02-05 00:54:46,751 - mmaction - INFO - Epoch [30][3600/3757] lr: 1.000e-02, eta: 2 days, 1:54:40, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7953, loss_cls: 1.8103, loss: 1.8103, grad_norm: 5.3097 2021-02-05 00:54:55,649 - mmaction - INFO - Epoch [30][3620/3757] lr: 1.000e-02, eta: 2 days, 1:53:44, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7797, loss_cls: 1.8714, loss: 1.8714, grad_norm: 5.2649 2021-02-05 00:55:04,615 - mmaction - INFO - Epoch [30][3640/3757] lr: 1.000e-02, eta: 2 days, 1:52:49, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7859, loss_cls: 1.8462, loss: 1.8462, grad_norm: 5.2829 2021-02-05 00:55:13,522 - mmaction - INFO - Epoch [30][3660/3757] lr: 1.000e-02, eta: 2 days, 1:51:54, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7969, loss_cls: 1.8178, loss: 1.8178, grad_norm: 5.2351 2021-02-05 00:55:22,503 - mmaction - INFO - Epoch [30][3680/3757] lr: 1.000e-02, eta: 2 days, 1:51:00, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7945, loss_cls: 1.8919, loss: 1.8919, grad_norm: 5.5068 2021-02-05 00:55:31,396 - mmaction - INFO - Epoch [30][3700/3757] lr: 1.000e-02, eta: 2 days, 1:50:04, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5203, top5_acc: 0.7711, loss_cls: 1.9891, loss: 1.9891, grad_norm: 5.4721 2021-02-05 00:55:40,336 - mmaction - INFO - Epoch [30][3720/3757] lr: 1.000e-02, eta: 2 days, 1:49:09, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7914, loss_cls: 1.8480, loss: 1.8480, grad_norm: 5.2614 2021-02-05 00:55:49,232 - mmaction - INFO - Epoch [30][3740/3757] lr: 1.000e-02, eta: 2 days, 1:48:14, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7836, loss_cls: 1.8699, loss: 1.8699, grad_norm: 5.3439 2021-02-05 00:55:57,365 - mmaction - INFO - Saving checkpoint at 30 epochs 2021-02-05 00:56:33,230 - mmaction - INFO - Epoch [31][20/3757] lr: 1.000e-02, eta: 2 days, 1:49:19, time: 1.773, data_time: 1.324, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8016, loss_cls: 1.8174, loss: 1.8174, grad_norm: 5.3518 2021-02-05 00:56:42,190 - mmaction - INFO - Epoch [31][40/3757] lr: 1.000e-02, eta: 2 days, 1:48:24, time: 0.448, data_time: 0.005, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7828, loss_cls: 1.8509, loss: 1.8509, grad_norm: 5.1923 2021-02-05 00:56:50,990 - mmaction - INFO - Epoch [31][60/3757] lr: 1.000e-02, eta: 2 days, 1:47:28, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7992, loss_cls: 1.7808, loss: 1.7808, grad_norm: 5.0534 2021-02-05 00:56:59,849 - mmaction - INFO - Epoch [31][80/3757] lr: 1.000e-02, eta: 2 days, 1:46:33, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7742, loss_cls: 1.8845, loss: 1.8845, grad_norm: 5.3219 2021-02-05 00:57:08,750 - mmaction - INFO - Epoch [31][100/3757] lr: 1.000e-02, eta: 2 days, 1:45:38, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.8078, loss_cls: 1.7618, loss: 1.7618, grad_norm: 5.2358 2021-02-05 00:57:17,676 - mmaction - INFO - Epoch [31][120/3757] lr: 1.000e-02, eta: 2 days, 1:44:43, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8070, loss_cls: 1.7601, loss: 1.7601, grad_norm: 5.1343 2021-02-05 00:57:26,521 - mmaction - INFO - Epoch [31][140/3757] lr: 1.000e-02, eta: 2 days, 1:43:48, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7859, loss_cls: 1.8695, loss: 1.8695, grad_norm: 5.2425 2021-02-05 00:57:35,409 - mmaction - INFO - Epoch [31][160/3757] lr: 1.000e-02, eta: 2 days, 1:42:53, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7891, loss_cls: 1.9062, loss: 1.9062, grad_norm: 5.3735 2021-02-05 00:57:44,275 - mmaction - INFO - Epoch [31][180/3757] lr: 1.000e-02, eta: 2 days, 1:41:58, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7977, loss_cls: 1.8037, loss: 1.8037, grad_norm: 5.1981 2021-02-05 00:57:53,231 - mmaction - INFO - Epoch [31][200/3757] lr: 1.000e-02, eta: 2 days, 1:41:04, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7844, loss_cls: 1.8399, loss: 1.8399, grad_norm: 5.3201 2021-02-05 00:58:02,204 - mmaction - INFO - Epoch [31][220/3757] lr: 1.000e-02, eta: 2 days, 1:40:10, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7906, loss_cls: 1.7479, loss: 1.7479, grad_norm: 5.2504 2021-02-05 00:58:11,098 - mmaction - INFO - Epoch [31][240/3757] lr: 1.000e-02, eta: 2 days, 1:39:16, time: 0.445, data_time: 0.002, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7883, loss_cls: 1.8720, loss: 1.8720, grad_norm: 5.4383 2021-02-05 00:58:20,025 - mmaction - INFO - Epoch [31][260/3757] lr: 1.000e-02, eta: 2 days, 1:38:22, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7680, loss_cls: 1.9147, loss: 1.9147, grad_norm: 5.3365 2021-02-05 00:58:28,939 - mmaction - INFO - Epoch [31][280/3757] lr: 1.000e-02, eta: 2 days, 1:37:28, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.8094, loss_cls: 1.8195, loss: 1.8195, grad_norm: 5.2101 2021-02-05 00:58:37,857 - mmaction - INFO - Epoch [31][300/3757] lr: 1.000e-02, eta: 2 days, 1:36:33, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7984, loss_cls: 1.8011, loss: 1.8011, grad_norm: 5.3735 2021-02-05 00:58:46,728 - mmaction - INFO - Epoch [31][320/3757] lr: 1.000e-02, eta: 2 days, 1:35:39, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7875, loss_cls: 1.8581, loss: 1.8581, grad_norm: 5.2903 2021-02-05 00:58:55,662 - mmaction - INFO - Epoch [31][340/3757] lr: 1.000e-02, eta: 2 days, 1:34:45, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7805, loss_cls: 1.8733, loss: 1.8733, grad_norm: 5.4503 2021-02-05 00:59:04,595 - mmaction - INFO - Epoch [31][360/3757] lr: 1.000e-02, eta: 2 days, 1:33:51, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8117, loss_cls: 1.7272, loss: 1.7272, grad_norm: 5.1524 2021-02-05 00:59:13,536 - mmaction - INFO - Epoch [31][380/3757] lr: 1.000e-02, eta: 2 days, 1:32:58, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8109, loss_cls: 1.7569, loss: 1.7569, grad_norm: 5.2270 2021-02-05 00:59:22,464 - mmaction - INFO - Epoch [31][400/3757] lr: 1.000e-02, eta: 2 days, 1:32:04, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7828, loss_cls: 1.8666, loss: 1.8666, grad_norm: 5.3249 2021-02-05 00:59:31,357 - mmaction - INFO - Epoch [31][420/3757] lr: 1.000e-02, eta: 2 days, 1:31:10, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7727, loss_cls: 1.9226, loss: 1.9226, grad_norm: 5.4799 2021-02-05 00:59:40,338 - mmaction - INFO - Epoch [31][440/3757] lr: 1.000e-02, eta: 2 days, 1:30:17, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8086, loss_cls: 1.7620, loss: 1.7620, grad_norm: 5.3167 2021-02-05 00:59:49,298 - mmaction - INFO - Epoch [31][460/3757] lr: 1.000e-02, eta: 2 days, 1:29:23, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8172, loss_cls: 1.7451, loss: 1.7451, grad_norm: 5.1745 2021-02-05 00:59:58,207 - mmaction - INFO - Epoch [31][480/3757] lr: 1.000e-02, eta: 2 days, 1:28:30, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7883, loss_cls: 1.8579, loss: 1.8579, grad_norm: 5.2408 2021-02-05 01:00:07,093 - mmaction - INFO - Epoch [31][500/3757] lr: 1.000e-02, eta: 2 days, 1:27:36, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7844, loss_cls: 1.8535, loss: 1.8535, grad_norm: 5.3997 2021-02-05 01:00:16,028 - mmaction - INFO - Epoch [31][520/3757] lr: 1.000e-02, eta: 2 days, 1:26:43, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7750, loss_cls: 1.9496, loss: 1.9496, grad_norm: 5.4804 2021-02-05 01:00:25,002 - mmaction - INFO - Epoch [31][540/3757] lr: 1.000e-02, eta: 2 days, 1:25:50, time: 0.449, data_time: 0.003, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7945, loss_cls: 1.8167, loss: 1.8167, grad_norm: 5.2478 2021-02-05 01:00:33,888 - mmaction - INFO - Epoch [31][560/3757] lr: 1.000e-02, eta: 2 days, 1:24:56, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7898, loss_cls: 1.8700, loss: 1.8700, grad_norm: 5.2630 2021-02-05 01:00:42,829 - mmaction - INFO - Epoch [31][580/3757] lr: 1.000e-02, eta: 2 days, 1:24:03, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7937, loss_cls: 1.8422, loss: 1.8422, grad_norm: 5.3235 2021-02-05 01:00:51,773 - mmaction - INFO - Epoch [31][600/3757] lr: 1.000e-02, eta: 2 days, 1:23:10, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7773, loss_cls: 1.8959, loss: 1.8959, grad_norm: 5.1440 2021-02-05 01:01:16,614 - mmaction - INFO - Epoch [31][620/3757] lr: 1.000e-02, eta: 2 days, 1:24:33, time: 1.242, data_time: 0.791, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8070, loss_cls: 1.7439, loss: 1.7439, grad_norm: 5.0545 2021-02-05 01:01:50,714 - mmaction - INFO - Epoch [31][640/3757] lr: 1.000e-02, eta: 2 days, 1:27:15, time: 1.705, data_time: 1.262, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7852, loss_cls: 1.8492, loss: 1.8492, grad_norm: 5.2949 2021-02-05 01:01:59,527 - mmaction - INFO - Epoch [31][660/3757] lr: 1.000e-02, eta: 2 days, 1:26:21, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7945, loss_cls: 1.8128, loss: 1.8128, grad_norm: 5.4558 2021-02-05 01:02:08,340 - mmaction - INFO - Epoch [31][680/3757] lr: 1.000e-02, eta: 2 days, 1:25:27, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7984, loss_cls: 1.7932, loss: 1.7932, grad_norm: 5.1552 2021-02-05 01:03:10,522 - mmaction - INFO - Epoch [31][700/3757] lr: 1.000e-02, eta: 2 days, 1:32:08, time: 3.109, data_time: 1.331, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8117, loss_cls: 1.7202, loss: 1.7202, grad_norm: 5.2117 2021-02-05 01:03:19,268 - mmaction - INFO - Epoch [31][720/3757] lr: 1.000e-02, eta: 2 days, 1:31:13, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.5945, top5_acc: 0.7984, loss_cls: 1.7735, loss: 1.7735, grad_norm: 5.3873 2021-02-05 01:03:50,814 - mmaction - INFO - Epoch [31][740/3757] lr: 1.000e-02, eta: 2 days, 1:33:32, time: 1.577, data_time: 1.130, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7969, loss_cls: 1.7817, loss: 1.7817, grad_norm: 5.2274 2021-02-05 01:03:59,689 - mmaction - INFO - Epoch [31][760/3757] lr: 1.000e-02, eta: 2 days, 1:32:38, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7969, loss_cls: 1.7604, loss: 1.7604, grad_norm: 5.2465 2021-02-05 01:04:27,647 - mmaction - INFO - Epoch [31][780/3757] lr: 1.000e-02, eta: 2 days, 1:34:27, time: 1.398, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7992, loss_cls: 1.7912, loss: 1.7912, grad_norm: 5.3044 2021-02-05 01:05:07,242 - mmaction - INFO - Epoch [31][800/3757] lr: 1.000e-02, eta: 2 days, 1:37:54, time: 1.980, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7820, loss_cls: 1.8427, loss: 1.8427, grad_norm: 5.2953 2021-02-05 01:05:24,654 - mmaction - INFO - Epoch [31][820/3757] lr: 1.000e-02, eta: 2 days, 1:38:12, time: 0.870, data_time: 0.418, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7977, loss_cls: 1.7906, loss: 1.7906, grad_norm: 5.3091 2021-02-05 01:05:58,921 - mmaction - INFO - Epoch [31][840/3757] lr: 1.000e-02, eta: 2 days, 1:40:54, time: 1.713, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7836, loss_cls: 1.8843, loss: 1.8843, grad_norm: 5.3848 2021-02-05 01:06:29,659 - mmaction - INFO - Epoch [31][860/3757] lr: 1.000e-02, eta: 2 days, 1:43:05, time: 1.537, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7805, loss_cls: 1.8670, loss: 1.8670, grad_norm: 5.3888 2021-02-05 01:07:04,700 - mmaction - INFO - Epoch [31][880/3757] lr: 1.000e-02, eta: 2 days, 1:45:52, time: 1.752, data_time: 1.303, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7852, loss_cls: 1.8851, loss: 1.8851, grad_norm: 5.4735 2021-02-05 01:07:26,352 - mmaction - INFO - Epoch [31][900/3757] lr: 1.000e-02, eta: 2 days, 1:46:46, time: 1.082, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.7992, loss_cls: 1.7982, loss: 1.7982, grad_norm: 5.2546 2021-02-05 01:07:53,658 - mmaction - INFO - Epoch [31][920/3757] lr: 1.000e-02, eta: 2 days, 1:48:28, time: 1.365, data_time: 0.445, memory: 7141, top1_acc: 0.6039, top5_acc: 0.8086, loss_cls: 1.7328, loss: 1.7328, grad_norm: 4.9807 2021-02-05 01:08:02,464 - mmaction - INFO - Epoch [31][940/3757] lr: 1.000e-02, eta: 2 days, 1:47:33, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7828, loss_cls: 1.8998, loss: 1.8998, grad_norm: 5.1446 2021-02-05 01:08:11,290 - mmaction - INFO - Epoch [31][960/3757] lr: 1.000e-02, eta: 2 days, 1:46:38, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7969, loss_cls: 1.7629, loss: 1.7629, grad_norm: 5.0836 2021-02-05 01:08:20,188 - mmaction - INFO - Epoch [31][980/3757] lr: 1.000e-02, eta: 2 days, 1:45:44, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8109, loss_cls: 1.7446, loss: 1.7446, grad_norm: 5.2421 2021-02-05 01:08:48,632 - mmaction - INFO - Epoch [31][1000/3757] lr: 1.000e-02, eta: 2 days, 1:47:35, time: 1.422, data_time: 0.858, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7945, loss_cls: 1.7768, loss: 1.7768, grad_norm: 5.2547 2021-02-05 01:08:57,464 - mmaction - INFO - Epoch [31][1020/3757] lr: 1.000e-02, eta: 2 days, 1:46:41, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7812, loss_cls: 1.8797, loss: 1.8797, grad_norm: 5.4732 2021-02-05 01:09:06,316 - mmaction - INFO - Epoch [31][1040/3757] lr: 1.000e-02, eta: 2 days, 1:45:46, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7992, loss_cls: 1.7737, loss: 1.7737, grad_norm: 5.1683 2021-02-05 01:09:46,683 - mmaction - INFO - Epoch [31][1060/3757] lr: 1.000e-02, eta: 2 days, 1:49:17, time: 2.018, data_time: 1.576, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7914, loss_cls: 1.8446, loss: 1.8446, grad_norm: 5.5352 2021-02-05 01:09:55,589 - mmaction - INFO - Epoch [31][1080/3757] lr: 1.000e-02, eta: 2 days, 1:48:23, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.8602, loss: 1.8602, grad_norm: 5.3743 2021-02-05 01:10:04,435 - mmaction - INFO - Epoch [31][1100/3757] lr: 1.000e-02, eta: 2 days, 1:47:29, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7820, loss_cls: 1.9052, loss: 1.9052, grad_norm: 5.3251 2021-02-05 01:10:13,260 - mmaction - INFO - Epoch [31][1120/3757] lr: 1.000e-02, eta: 2 days, 1:46:34, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7742, loss_cls: 1.8832, loss: 1.8832, grad_norm: 5.1295 2021-02-05 01:10:22,122 - mmaction - INFO - Epoch [31][1140/3757] lr: 1.000e-02, eta: 2 days, 1:45:40, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8016, loss_cls: 1.8056, loss: 1.8056, grad_norm: 5.3671 2021-02-05 01:10:30,957 - mmaction - INFO - Epoch [31][1160/3757] lr: 1.000e-02, eta: 2 days, 1:44:46, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7914, loss_cls: 1.8013, loss: 1.8013, grad_norm: 5.2491 2021-02-05 01:10:39,887 - mmaction - INFO - Epoch [31][1180/3757] lr: 1.000e-02, eta: 2 days, 1:43:52, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7820, loss_cls: 1.8817, loss: 1.8817, grad_norm: 5.2841 2021-02-05 01:10:48,772 - mmaction - INFO - Epoch [31][1200/3757] lr: 1.000e-02, eta: 2 days, 1:42:59, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8008, loss_cls: 1.7932, loss: 1.7932, grad_norm: 5.2349 2021-02-05 01:10:57,584 - mmaction - INFO - Epoch [31][1220/3757] lr: 1.000e-02, eta: 2 days, 1:42:04, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.8031, loss_cls: 1.8374, loss: 1.8374, grad_norm: 5.3980 2021-02-05 01:11:06,473 - mmaction - INFO - Epoch [31][1240/3757] lr: 1.000e-02, eta: 2 days, 1:41:10, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8070, loss_cls: 1.7940, loss: 1.7940, grad_norm: 5.3112 2021-02-05 01:11:15,443 - mmaction - INFO - Epoch [31][1260/3757] lr: 1.000e-02, eta: 2 days, 1:40:18, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7828, loss_cls: 1.8727, loss: 1.8727, grad_norm: 5.4508 2021-02-05 01:11:24,315 - mmaction - INFO - Epoch [31][1280/3757] lr: 1.000e-02, eta: 2 days, 1:39:24, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7922, loss_cls: 1.7928, loss: 1.7928, grad_norm: 5.2194 2021-02-05 01:11:33,183 - mmaction - INFO - Epoch [31][1300/3757] lr: 1.000e-02, eta: 2 days, 1:38:30, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8039, loss_cls: 1.7351, loss: 1.7351, grad_norm: 5.2737 2021-02-05 01:11:42,070 - mmaction - INFO - Epoch [31][1320/3757] lr: 1.000e-02, eta: 2 days, 1:37:37, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8063, loss_cls: 1.7327, loss: 1.7327, grad_norm: 5.4492 2021-02-05 01:11:51,060 - mmaction - INFO - Epoch [31][1340/3757] lr: 1.000e-02, eta: 2 days, 1:36:44, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5867, top5_acc: 0.7969, loss_cls: 1.7713, loss: 1.7713, grad_norm: 5.1056 2021-02-05 01:12:00,005 - mmaction - INFO - Epoch [31][1360/3757] lr: 1.000e-02, eta: 2 days, 1:35:51, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.7984, loss_cls: 1.7663, loss: 1.7663, grad_norm: 5.1054 2021-02-05 01:12:08,891 - mmaction - INFO - Epoch [31][1380/3757] lr: 1.000e-02, eta: 2 days, 1:34:58, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7789, loss_cls: 1.8651, loss: 1.8651, grad_norm: 5.1576 2021-02-05 01:12:17,724 - mmaction - INFO - Epoch [31][1400/3757] lr: 1.000e-02, eta: 2 days, 1:34:04, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7773, loss_cls: 1.9115, loss: 1.9115, grad_norm: 5.1766 2021-02-05 01:12:37,031 - mmaction - INFO - Epoch [31][1420/3757] lr: 1.000e-02, eta: 2 days, 1:34:38, time: 0.965, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7891, loss_cls: 1.8500, loss: 1.8500, grad_norm: 5.3486 2021-02-05 01:12:56,031 - mmaction - INFO - Epoch [31][1440/3757] lr: 1.000e-02, eta: 2 days, 1:35:09, time: 0.950, data_time: 0.504, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8016, loss_cls: 1.7719, loss: 1.7719, grad_norm: 5.0527 2021-02-05 01:13:04,913 - mmaction - INFO - Epoch [31][1460/3757] lr: 1.000e-02, eta: 2 days, 1:34:15, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.7969, loss_cls: 1.7373, loss: 1.7373, grad_norm: 4.9543 2021-02-05 01:13:23,353 - mmaction - INFO - Epoch [31][1480/3757] lr: 1.000e-02, eta: 2 days, 1:34:42, time: 0.923, data_time: 0.001, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7797, loss_cls: 1.9169, loss: 1.9169, grad_norm: 5.4039 2021-02-05 01:13:32,211 - mmaction - INFO - Epoch [31][1500/3757] lr: 1.000e-02, eta: 2 days, 1:33:48, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8016, loss_cls: 1.7897, loss: 1.7897, grad_norm: 5.1151 2021-02-05 01:13:48,280 - mmaction - INFO - Epoch [31][1520/3757] lr: 1.000e-02, eta: 2 days, 1:33:55, time: 0.803, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7937, loss_cls: 1.8036, loss: 1.8036, grad_norm: 5.1883 2021-02-05 01:13:57,120 - mmaction - INFO - Epoch [31][1540/3757] lr: 1.000e-02, eta: 2 days, 1:33:01, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.7937, loss_cls: 1.7716, loss: 1.7716, grad_norm: 5.3792 2021-02-05 01:14:06,011 - mmaction - INFO - Epoch [31][1560/3757] lr: 1.000e-02, eta: 2 days, 1:32:08, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.8022, loss: 1.8022, grad_norm: 5.3351 2021-02-05 01:14:32,243 - mmaction - INFO - Epoch [31][1580/3757] lr: 1.000e-02, eta: 2 days, 1:33:39, time: 1.312, data_time: 0.028, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8000, loss_cls: 1.7779, loss: 1.7779, grad_norm: 5.2366 2021-02-05 01:14:41,060 - mmaction - INFO - Epoch [31][1600/3757] lr: 1.000e-02, eta: 2 days, 1:32:45, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.8171, loss: 1.8171, grad_norm: 5.2307 2021-02-05 01:14:49,887 - mmaction - INFO - Epoch [31][1620/3757] lr: 1.000e-02, eta: 2 days, 1:31:51, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7812, loss_cls: 1.9083, loss: 1.9083, grad_norm: 5.2670 2021-02-05 01:14:58,790 - mmaction - INFO - Epoch [31][1640/3757] lr: 1.000e-02, eta: 2 days, 1:30:59, time: 0.445, data_time: 0.002, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7945, loss_cls: 1.8166, loss: 1.8166, grad_norm: 5.2264 2021-02-05 01:15:36,327 - mmaction - INFO - Epoch [31][1660/3757] lr: 1.000e-02, eta: 2 days, 1:34:02, time: 1.877, data_time: 1.417, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7922, loss_cls: 1.7719, loss: 1.7719, grad_norm: 5.2068 2021-02-05 01:16:15,076 - mmaction - INFO - Epoch [31][1680/3757] lr: 1.000e-02, eta: 2 days, 1:37:15, time: 1.938, data_time: 1.482, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7859, loss_cls: 1.8717, loss: 1.8717, grad_norm: 5.4410 2021-02-05 01:17:28,474 - mmaction - INFO - Epoch [31][1700/3757] lr: 1.000e-02, eta: 2 days, 1:45:13, time: 3.669, data_time: 2.830, memory: 7141, top1_acc: 0.5664, top5_acc: 0.8086, loss_cls: 1.7725, loss: 1.7725, grad_norm: 5.3120 2021-02-05 01:17:37,601 - mmaction - INFO - Epoch [31][1720/3757] lr: 1.000e-02, eta: 2 days, 1:44:21, time: 0.457, data_time: 0.001, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7906, loss_cls: 1.9113, loss: 1.9113, grad_norm: 5.1367 2021-02-05 01:17:52,240 - mmaction - INFO - Epoch [31][1740/3757] lr: 1.000e-02, eta: 2 days, 1:44:15, time: 0.732, data_time: 0.000, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7680, loss_cls: 1.9071, loss: 1.9071, grad_norm: 5.2708 2021-02-05 01:18:10,224 - mmaction - INFO - Epoch [31][1760/3757] lr: 1.000e-02, eta: 2 days, 1:44:37, time: 0.899, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7820, loss_cls: 1.8908, loss: 1.8908, grad_norm: 5.5261 2021-02-05 01:18:44,803 - mmaction - INFO - Epoch [31][1780/3757] lr: 1.000e-02, eta: 2 days, 1:47:14, time: 1.729, data_time: 0.000, memory: 7141, top1_acc: 0.5336, top5_acc: 0.7766, loss_cls: 1.9091, loss: 1.9091, grad_norm: 5.2946 2021-02-05 01:18:59,107 - mmaction - INFO - Epoch [31][1800/3757] lr: 1.000e-02, eta: 2 days, 1:47:05, time: 0.715, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8016, loss_cls: 1.7899, loss: 1.7899, grad_norm: 5.1835 2021-02-05 01:19:07,939 - mmaction - INFO - Epoch [31][1820/3757] lr: 1.000e-02, eta: 2 days, 1:46:11, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7797, loss_cls: 1.9345, loss: 1.9345, grad_norm: 5.4949 2021-02-05 01:19:16,714 - mmaction - INFO - Epoch [31][1840/3757] lr: 1.000e-02, eta: 2 days, 1:45:17, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7961, loss_cls: 1.8410, loss: 1.8410, grad_norm: 5.3622 2021-02-05 01:19:25,569 - mmaction - INFO - Epoch [31][1860/3757] lr: 1.000e-02, eta: 2 days, 1:44:24, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7891, loss_cls: 1.8272, loss: 1.8272, grad_norm: 5.3394 2021-02-05 01:19:34,454 - mmaction - INFO - Epoch [31][1880/3757] lr: 1.000e-02, eta: 2 days, 1:43:31, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7961, loss_cls: 1.8443, loss: 1.8443, grad_norm: 5.1302 2021-02-05 01:19:43,301 - mmaction - INFO - Epoch [31][1900/3757] lr: 1.000e-02, eta: 2 days, 1:42:37, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6133, top5_acc: 0.8219, loss_cls: 1.6481, loss: 1.6481, grad_norm: 4.8774 2021-02-05 01:20:11,893 - mmaction - INFO - Epoch [31][1920/3757] lr: 1.000e-02, eta: 2 days, 1:44:25, time: 1.430, data_time: 0.982, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7945, loss_cls: 1.8636, loss: 1.8636, grad_norm: 5.3392 2021-02-05 01:20:20,731 - mmaction - INFO - Epoch [31][1940/3757] lr: 1.000e-02, eta: 2 days, 1:43:31, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7867, loss_cls: 1.8625, loss: 1.8625, grad_norm: 5.3923 2021-02-05 01:20:29,594 - mmaction - INFO - Epoch [31][1960/3757] lr: 1.000e-02, eta: 2 days, 1:42:38, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7898, loss_cls: 1.8205, loss: 1.8205, grad_norm: 5.1995 2021-02-05 01:20:38,470 - mmaction - INFO - Epoch [31][1980/3757] lr: 1.000e-02, eta: 2 days, 1:41:45, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7891, loss_cls: 1.7820, loss: 1.7820, grad_norm: 5.0286 2021-02-05 01:20:47,342 - mmaction - INFO - Epoch [31][2000/3757] lr: 1.000e-02, eta: 2 days, 1:40:52, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7969, loss_cls: 1.8340, loss: 1.8340, grad_norm: 5.2791 2021-02-05 01:20:56,263 - mmaction - INFO - Epoch [31][2020/3757] lr: 1.000e-02, eta: 2 days, 1:39:59, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8000, loss_cls: 1.7910, loss: 1.7910, grad_norm: 5.1650 2021-02-05 01:21:05,161 - mmaction - INFO - Epoch [31][2040/3757] lr: 1.000e-02, eta: 2 days, 1:39:06, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7781, loss_cls: 1.8896, loss: 1.8896, grad_norm: 5.0979 2021-02-05 01:21:14,017 - mmaction - INFO - Epoch [31][2060/3757] lr: 1.000e-02, eta: 2 days, 1:38:13, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7930, loss_cls: 1.8554, loss: 1.8554, grad_norm: 5.1161 2021-02-05 01:21:38,080 - mmaction - INFO - Epoch [31][2080/3757] lr: 1.000e-02, eta: 2 days, 1:39:24, time: 1.203, data_time: 0.761, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7906, loss_cls: 1.8161, loss: 1.8161, grad_norm: 5.0154 2021-02-05 01:21:46,930 - mmaction - INFO - Epoch [31][2100/3757] lr: 1.000e-02, eta: 2 days, 1:38:31, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7945, loss_cls: 1.8061, loss: 1.8061, grad_norm: 5.1580 2021-02-05 01:21:55,774 - mmaction - INFO - Epoch [31][2120/3757] lr: 1.000e-02, eta: 2 days, 1:37:38, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.7992, loss_cls: 1.8087, loss: 1.8087, grad_norm: 5.1534 2021-02-05 01:22:04,650 - mmaction - INFO - Epoch [31][2140/3757] lr: 1.000e-02, eta: 2 days, 1:36:45, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7914, loss_cls: 1.8758, loss: 1.8758, grad_norm: 5.3464 2021-02-05 01:22:13,518 - mmaction - INFO - Epoch [31][2160/3757] lr: 1.000e-02, eta: 2 days, 1:35:52, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7828, loss_cls: 1.8666, loss: 1.8666, grad_norm: 5.1065 2021-02-05 01:22:22,450 - mmaction - INFO - Epoch [31][2180/3757] lr: 1.000e-02, eta: 2 days, 1:35:00, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7773, loss_cls: 1.8426, loss: 1.8426, grad_norm: 5.3616 2021-02-05 01:22:31,255 - mmaction - INFO - Epoch [31][2200/3757] lr: 1.000e-02, eta: 2 days, 1:34:07, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8282, loss: 1.8282, grad_norm: 5.2305 2021-02-05 01:22:40,126 - mmaction - INFO - Epoch [31][2220/3757] lr: 1.000e-02, eta: 2 days, 1:33:14, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7844, loss_cls: 1.8428, loss: 1.8428, grad_norm: 5.2409 2021-02-05 01:22:49,000 - mmaction - INFO - Epoch [31][2240/3757] lr: 1.000e-02, eta: 2 days, 1:32:22, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7742, loss_cls: 1.9424, loss: 1.9424, grad_norm: 5.2685 2021-02-05 01:22:57,915 - mmaction - INFO - Epoch [31][2260/3757] lr: 1.000e-02, eta: 2 days, 1:31:30, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7750, loss_cls: 1.8799, loss: 1.8799, grad_norm: 5.1942 2021-02-05 01:23:06,844 - mmaction - INFO - Epoch [31][2280/3757] lr: 1.000e-02, eta: 2 days, 1:30:38, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7734, loss_cls: 1.8935, loss: 1.8935, grad_norm: 5.2085 2021-02-05 01:23:15,817 - mmaction - INFO - Epoch [31][2300/3757] lr: 1.000e-02, eta: 2 days, 1:29:46, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7977, loss_cls: 1.8934, loss: 1.8934, grad_norm: 5.2576 2021-02-05 01:23:24,674 - mmaction - INFO - Epoch [31][2320/3757] lr: 1.000e-02, eta: 2 days, 1:28:54, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8055, loss_cls: 1.7395, loss: 1.7395, grad_norm: 5.2159 2021-02-05 01:23:39,789 - mmaction - INFO - Epoch [31][2340/3757] lr: 1.000e-02, eta: 2 days, 1:28:52, time: 0.755, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8187, loss_cls: 1.7717, loss: 1.7717, grad_norm: 5.3198 2021-02-05 01:24:05,086 - mmaction - INFO - Epoch [31][2360/3757] lr: 1.000e-02, eta: 2 days, 1:30:12, time: 1.266, data_time: 0.323, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8008, loss_cls: 1.8248, loss: 1.8248, grad_norm: 5.4400 2021-02-05 01:24:13,948 - mmaction - INFO - Epoch [31][2380/3757] lr: 1.000e-02, eta: 2 days, 1:29:19, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8023, loss_cls: 1.8217, loss: 1.8217, grad_norm: 5.3461 2021-02-05 01:24:22,821 - mmaction - INFO - Epoch [31][2400/3757] lr: 1.000e-02, eta: 2 days, 1:28:27, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5938, top5_acc: 0.7977, loss_cls: 1.7466, loss: 1.7466, grad_norm: 5.1030 2021-02-05 01:24:31,762 - mmaction - INFO - Epoch [31][2420/3757] lr: 1.000e-02, eta: 2 days, 1:27:35, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7883, loss_cls: 1.8615, loss: 1.8615, grad_norm: 5.3657 2021-02-05 01:24:40,680 - mmaction - INFO - Epoch [31][2440/3757] lr: 1.000e-02, eta: 2 days, 1:26:44, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7758, loss_cls: 1.8926, loss: 1.8926, grad_norm: 5.4221 2021-02-05 01:24:49,597 - mmaction - INFO - Epoch [31][2460/3757] lr: 1.000e-02, eta: 2 days, 1:25:52, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7781, loss_cls: 1.9130, loss: 1.9130, grad_norm: 5.2588 2021-02-05 01:24:58,525 - mmaction - INFO - Epoch [31][2480/3757] lr: 1.000e-02, eta: 2 days, 1:25:00, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7773, loss_cls: 1.8818, loss: 1.8818, grad_norm: 5.1716 2021-02-05 01:25:07,477 - mmaction - INFO - Epoch [31][2500/3757] lr: 1.000e-02, eta: 2 days, 1:24:09, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7867, loss_cls: 1.8631, loss: 1.8631, grad_norm: 5.5453 2021-02-05 01:25:16,443 - mmaction - INFO - Epoch [31][2520/3757] lr: 1.000e-02, eta: 2 days, 1:23:18, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7891, loss_cls: 1.8709, loss: 1.8709, grad_norm: 5.3896 2021-02-05 01:25:53,202 - mmaction - INFO - Epoch [31][2540/3757] lr: 1.000e-02, eta: 2 days, 1:26:09, time: 1.838, data_time: 1.398, memory: 7141, top1_acc: 0.5227, top5_acc: 0.7859, loss_cls: 1.9501, loss: 1.9501, grad_norm: 5.3969 2021-02-05 01:26:02,034 - mmaction - INFO - Epoch [31][2560/3757] lr: 1.000e-02, eta: 2 days, 1:25:17, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5375, top5_acc: 0.7695, loss_cls: 1.9468, loss: 1.9468, grad_norm: 5.2366 2021-02-05 01:26:10,843 - mmaction - INFO - Epoch [31][2580/3757] lr: 1.000e-02, eta: 2 days, 1:24:24, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8039, loss_cls: 1.8136, loss: 1.8136, grad_norm: 5.1084 2021-02-05 01:26:19,684 - mmaction - INFO - Epoch [31][2600/3757] lr: 1.000e-02, eta: 2 days, 1:23:32, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8008, loss_cls: 1.8274, loss: 1.8274, grad_norm: 5.1942 2021-02-05 01:26:28,593 - mmaction - INFO - Epoch [31][2620/3757] lr: 1.000e-02, eta: 2 days, 1:22:41, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7859, loss_cls: 1.8494, loss: 1.8494, grad_norm: 5.2366 2021-02-05 01:26:37,522 - mmaction - INFO - Epoch [31][2640/3757] lr: 1.000e-02, eta: 2 days, 1:21:49, time: 0.447, data_time: 0.003, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.7553, loss: 1.7553, grad_norm: 4.9514 2021-02-05 01:26:46,407 - mmaction - INFO - Epoch [31][2660/3757] lr: 1.000e-02, eta: 2 days, 1:20:58, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8031, loss_cls: 1.7627, loss: 1.7627, grad_norm: 5.3192 2021-02-05 01:27:11,436 - mmaction - INFO - Epoch [31][2680/3757] lr: 1.000e-02, eta: 2 days, 1:22:14, time: 1.251, data_time: 0.387, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7758, loss_cls: 1.8863, loss: 1.8863, grad_norm: 5.2949 2021-02-05 01:27:20,348 - mmaction - INFO - Epoch [31][2700/3757] lr: 1.000e-02, eta: 2 days, 1:21:23, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7898, loss_cls: 1.8395, loss: 1.8395, grad_norm: 5.0449 2021-02-05 01:27:29,251 - mmaction - INFO - Epoch [31][2720/3757] lr: 1.000e-02, eta: 2 days, 1:20:32, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7828, loss_cls: 1.8993, loss: 1.8993, grad_norm: 5.2298 2021-02-05 01:27:38,030 - mmaction - INFO - Epoch [31][2740/3757] lr: 1.000e-02, eta: 2 days, 1:19:40, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7922, loss_cls: 1.9031, loss: 1.9031, grad_norm: 5.2737 2021-02-05 01:27:46,926 - mmaction - INFO - Epoch [31][2760/3757] lr: 1.000e-02, eta: 2 days, 1:18:48, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.8063, loss_cls: 1.8510, loss: 1.8510, grad_norm: 5.3379 2021-02-05 01:27:55,870 - mmaction - INFO - Epoch [31][2780/3757] lr: 1.000e-02, eta: 2 days, 1:17:57, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8023, loss_cls: 1.7696, loss: 1.7696, grad_norm: 5.2982 2021-02-05 01:28:04,757 - mmaction - INFO - Epoch [31][2800/3757] lr: 1.000e-02, eta: 2 days, 1:17:06, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6062, top5_acc: 0.8078, loss_cls: 1.6961, loss: 1.6961, grad_norm: 5.0265 2021-02-05 01:28:13,727 - mmaction - INFO - Epoch [31][2820/3757] lr: 1.000e-02, eta: 2 days, 1:16:15, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7883, loss_cls: 1.8604, loss: 1.8604, grad_norm: 5.1250 2021-02-05 01:28:22,701 - mmaction - INFO - Epoch [31][2840/3757] lr: 1.000e-02, eta: 2 days, 1:15:25, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7805, loss_cls: 1.8944, loss: 1.8944, grad_norm: 5.2887 2021-02-05 01:28:31,640 - mmaction - INFO - Epoch [31][2860/3757] lr: 1.000e-02, eta: 2 days, 1:14:34, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7859, loss_cls: 1.8746, loss: 1.8746, grad_norm: 5.1432 2021-02-05 01:28:40,599 - mmaction - INFO - Epoch [31][2880/3757] lr: 1.000e-02, eta: 2 days, 1:13:44, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7828, loss_cls: 1.8087, loss: 1.8087, grad_norm: 5.1901 2021-02-05 01:28:49,494 - mmaction - INFO - Epoch [31][2900/3757] lr: 1.000e-02, eta: 2 days, 1:12:53, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7625, loss_cls: 2.0141, loss: 2.0141, grad_norm: 5.2795 2021-02-05 01:29:30,898 - mmaction - INFO - Epoch [31][2920/3757] lr: 1.000e-02, eta: 2 days, 1:16:18, time: 2.070, data_time: 1.624, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7891, loss_cls: 1.8325, loss: 1.8325, grad_norm: 5.1209 2021-02-05 01:29:39,791 - mmaction - INFO - Epoch [31][2940/3757] lr: 1.000e-02, eta: 2 days, 1:15:27, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7953, loss_cls: 1.7742, loss: 1.7742, grad_norm: 5.2447 2021-02-05 01:29:48,757 - mmaction - INFO - Epoch [31][2960/3757] lr: 1.000e-02, eta: 2 days, 1:14:37, time: 0.449, data_time: 0.004, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7883, loss_cls: 1.8630, loss: 1.8630, grad_norm: 5.2067 2021-02-05 01:29:57,729 - mmaction - INFO - Epoch [31][2980/3757] lr: 1.000e-02, eta: 2 days, 1:13:46, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7766, loss_cls: 1.9136, loss: 1.9136, grad_norm: 5.2591 2021-02-05 01:30:30,261 - mmaction - INFO - Epoch [31][3000/3757] lr: 1.000e-02, eta: 2 days, 1:16:01, time: 1.627, data_time: 1.186, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7852, loss_cls: 1.9128, loss: 1.9128, grad_norm: 5.2211 2021-02-05 01:30:39,144 - mmaction - INFO - Epoch [31][3020/3757] lr: 1.000e-02, eta: 2 days, 1:15:10, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.7973, loss: 1.7973, grad_norm: 5.2421 2021-02-05 01:30:47,980 - mmaction - INFO - Epoch [31][3040/3757] lr: 1.000e-02, eta: 2 days, 1:14:19, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8989, loss: 1.8989, grad_norm: 5.1676 2021-02-05 01:30:56,812 - mmaction - INFO - Epoch [31][3060/3757] lr: 1.000e-02, eta: 2 days, 1:13:28, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7758, loss_cls: 1.9240, loss: 1.9240, grad_norm: 5.3171 2021-02-05 01:31:24,794 - mmaction - INFO - Epoch [31][3080/3757] lr: 1.000e-02, eta: 2 days, 1:15:06, time: 1.399, data_time: 0.955, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7898, loss_cls: 1.8476, loss: 1.8476, grad_norm: 5.2854 2021-02-05 01:31:33,629 - mmaction - INFO - Epoch [31][3100/3757] lr: 1.000e-02, eta: 2 days, 1:14:15, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5352, top5_acc: 0.7656, loss_cls: 1.9557, loss: 1.9557, grad_norm: 5.3811 2021-02-05 01:32:24,394 - mmaction - INFO - Epoch [31][3120/3757] lr: 1.000e-02, eta: 2 days, 1:18:52, time: 2.538, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7703, loss_cls: 1.9304, loss: 1.9304, grad_norm: 5.0404 2021-02-05 01:32:33,203 - mmaction - INFO - Epoch [31][3140/3757] lr: 1.000e-02, eta: 2 days, 1:18:01, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7930, loss_cls: 1.8155, loss: 1.8155, grad_norm: 5.1104 2021-02-05 01:32:42,013 - mmaction - INFO - Epoch [31][3160/3757] lr: 1.000e-02, eta: 2 days, 1:17:09, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8706, loss: 1.8706, grad_norm: 5.1637 2021-02-05 01:32:50,914 - mmaction - INFO - Epoch [31][3180/3757] lr: 1.000e-02, eta: 2 days, 1:16:18, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7891, loss_cls: 1.8458, loss: 1.8458, grad_norm: 5.1611 2021-02-05 01:32:59,769 - mmaction - INFO - Epoch [31][3200/3757] lr: 1.000e-02, eta: 2 days, 1:15:27, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7812, loss_cls: 1.9005, loss: 1.9005, grad_norm: 5.4934 2021-02-05 01:33:13,229 - mmaction - INFO - Epoch [31][3220/3757] lr: 1.000e-02, eta: 2 days, 1:15:12, time: 0.673, data_time: 0.001, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8180, loss_cls: 1.6984, loss: 1.6984, grad_norm: 5.0948 2021-02-05 01:33:23,111 - mmaction - INFO - Epoch [31][3240/3757] lr: 1.000e-02, eta: 2 days, 1:14:29, time: 0.494, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8008, loss_cls: 1.8122, loss: 1.8122, grad_norm: 5.2738 2021-02-05 01:33:32,031 - mmaction - INFO - Epoch [31][3260/3757] lr: 1.000e-02, eta: 2 days, 1:13:38, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7836, loss_cls: 1.8957, loss: 1.8957, grad_norm: 5.2883 2021-02-05 01:33:40,928 - mmaction - INFO - Epoch [31][3280/3757] lr: 1.000e-02, eta: 2 days, 1:12:48, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.8729, loss: 1.8729, grad_norm: 5.0996 2021-02-05 01:33:49,889 - mmaction - INFO - Epoch [31][3300/3757] lr: 1.000e-02, eta: 2 days, 1:11:58, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7719, loss_cls: 1.9091, loss: 1.9091, grad_norm: 5.2795 2021-02-05 01:33:58,809 - mmaction - INFO - Epoch [31][3320/3757] lr: 1.000e-02, eta: 2 days, 1:11:07, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7852, loss_cls: 1.8901, loss: 1.8901, grad_norm: 5.3684 2021-02-05 01:34:07,697 - mmaction - INFO - Epoch [31][3340/3757] lr: 1.000e-02, eta: 2 days, 1:10:17, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7984, loss_cls: 1.8207, loss: 1.8207, grad_norm: 5.0925 2021-02-05 01:34:47,781 - mmaction - INFO - Epoch [31][3360/3757] lr: 1.000e-02, eta: 2 days, 1:13:28, time: 2.004, data_time: 1.564, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7969, loss_cls: 1.8122, loss: 1.8122, grad_norm: 5.1917 2021-02-05 01:35:34,802 - mmaction - INFO - Epoch [31][3380/3757] lr: 1.000e-02, eta: 2 days, 1:17:34, time: 2.351, data_time: 0.001, memory: 7141, top1_acc: 0.5273, top5_acc: 0.7773, loss_cls: 2.0002, loss: 2.0002, grad_norm: 5.4416 2021-02-05 01:36:02,700 - mmaction - INFO - Epoch [31][3400/3757] lr: 1.000e-02, eta: 2 days, 1:19:11, time: 1.395, data_time: 0.894, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8008, loss_cls: 1.7597, loss: 1.7597, grad_norm: 5.1096 2021-02-05 01:36:11,579 - mmaction - INFO - Epoch [31][3420/3757] lr: 1.000e-02, eta: 2 days, 1:18:20, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7812, loss_cls: 1.8707, loss: 1.8707, grad_norm: 5.2113 2021-02-05 01:36:20,402 - mmaction - INFO - Epoch [31][3440/3757] lr: 1.000e-02, eta: 2 days, 1:17:29, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7672, loss_cls: 1.8595, loss: 1.8595, grad_norm: 5.2783 2021-02-05 01:36:29,201 - mmaction - INFO - Epoch [31][3460/3757] lr: 1.000e-02, eta: 2 days, 1:16:37, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8063, loss_cls: 1.8062, loss: 1.8062, grad_norm: 5.0973 2021-02-05 01:37:26,512 - mmaction - INFO - Epoch [31][3480/3757] lr: 1.000e-02, eta: 2 days, 1:22:01, time: 2.865, data_time: 2.424, memory: 7141, top1_acc: 0.5547, top5_acc: 0.8133, loss_cls: 1.7948, loss: 1.7948, grad_norm: 5.3084 2021-02-05 01:37:35,313 - mmaction - INFO - Epoch [31][3500/3757] lr: 1.000e-02, eta: 2 days, 1:21:10, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7828, loss_cls: 1.8637, loss: 1.8637, grad_norm: 5.4452 2021-02-05 01:38:05,395 - mmaction - INFO - Epoch [31][3520/3757] lr: 1.000e-02, eta: 2 days, 1:23:02, time: 1.504, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7852, loss_cls: 1.9189, loss: 1.9189, grad_norm: 5.4704 2021-02-05 01:38:14,247 - mmaction - INFO - Epoch [31][3540/3757] lr: 1.000e-02, eta: 2 days, 1:22:11, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8102, loss_cls: 1.7803, loss: 1.7803, grad_norm: 5.2664 2021-02-05 01:38:52,735 - mmaction - INFO - Epoch [31][3560/3757] lr: 1.000e-02, eta: 2 days, 1:25:09, time: 1.924, data_time: 0.205, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7797, loss_cls: 1.8923, loss: 1.8923, grad_norm: 5.4601 2021-02-05 01:39:17,616 - mmaction - INFO - Epoch [31][3580/3757] lr: 1.000e-02, eta: 2 days, 1:26:21, time: 1.244, data_time: 0.264, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8016, loss_cls: 1.8103, loss: 1.8103, grad_norm: 5.2036 2021-02-05 01:39:26,481 - mmaction - INFO - Epoch [31][3600/3757] lr: 1.000e-02, eta: 2 days, 1:25:30, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7805, loss_cls: 1.8663, loss: 1.8663, grad_norm: 5.0248 2021-02-05 01:39:53,794 - mmaction - INFO - Epoch [31][3620/3757] lr: 1.000e-02, eta: 2 days, 1:27:01, time: 1.366, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7859, loss_cls: 1.9076, loss: 1.9076, grad_norm: 5.2895 2021-02-05 01:40:41,773 - mmaction - INFO - Epoch [31][3640/3757] lr: 1.000e-02, eta: 2 days, 1:31:11, time: 2.398, data_time: 0.000, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7883, loss_cls: 1.8717, loss: 1.8717, grad_norm: 5.1655 2021-02-05 01:40:50,645 - mmaction - INFO - Epoch [31][3660/3757] lr: 1.000e-02, eta: 2 days, 1:30:20, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7922, loss_cls: 1.7995, loss: 1.7995, grad_norm: 5.1198 2021-02-05 01:41:21,262 - mmaction - INFO - Epoch [31][3680/3757] lr: 1.000e-02, eta: 2 days, 1:32:16, time: 1.531, data_time: 1.081, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7859, loss_cls: 1.8741, loss: 1.8741, grad_norm: 5.1434 2021-02-05 01:41:46,457 - mmaction - INFO - Epoch [31][3700/3757] lr: 1.000e-02, eta: 2 days, 1:33:30, time: 1.260, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7953, loss_cls: 1.8278, loss: 1.8278, grad_norm: 5.1205 2021-02-05 01:41:55,277 - mmaction - INFO - Epoch [31][3720/3757] lr: 1.000e-02, eta: 2 days, 1:32:38, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7750, loss_cls: 1.9194, loss: 1.9194, grad_norm: 5.1692 2021-02-05 01:42:45,639 - mmaction - INFO - Epoch [31][3740/3757] lr: 1.000e-02, eta: 2 days, 1:37:05, time: 2.519, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7977, loss_cls: 1.8397, loss: 1.8397, grad_norm: 5.1988 2021-02-05 01:42:57,817 - mmaction - INFO - Saving checkpoint at 31 epochs 2021-02-05 01:43:47,342 - mmaction - INFO - Epoch [32][20/3757] lr: 1.000e-02, eta: 2 days, 1:39:32, time: 2.402, data_time: 1.906, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7961, loss_cls: 1.8122, loss: 1.8122, grad_norm: 5.1446 2021-02-05 01:43:56,212 - mmaction - INFO - Epoch [32][40/3757] lr: 1.000e-02, eta: 2 days, 1:38:41, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7977, loss_cls: 1.8591, loss: 1.8591, grad_norm: 5.3188 2021-02-05 01:44:04,990 - mmaction - INFO - Epoch [32][60/3757] lr: 1.000e-02, eta: 2 days, 1:37:49, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7937, loss_cls: 1.8075, loss: 1.8075, grad_norm: 5.3397 2021-02-05 01:44:13,813 - mmaction - INFO - Epoch [32][80/3757] lr: 1.000e-02, eta: 2 days, 1:36:57, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8000, loss_cls: 1.7479, loss: 1.7479, grad_norm: 5.1274 2021-02-05 01:44:22,626 - mmaction - INFO - Epoch [32][100/3757] lr: 1.000e-02, eta: 2 days, 1:36:05, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7945, loss_cls: 1.7599, loss: 1.7599, grad_norm: 5.1086 2021-02-05 01:44:31,460 - mmaction - INFO - Epoch [32][120/3757] lr: 1.000e-02, eta: 2 days, 1:35:14, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8008, loss_cls: 1.7856, loss: 1.7856, grad_norm: 5.2725 2021-02-05 01:44:40,352 - mmaction - INFO - Epoch [32][140/3757] lr: 1.000e-02, eta: 2 days, 1:34:23, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7891, loss_cls: 1.7503, loss: 1.7503, grad_norm: 5.1418 2021-02-05 01:44:49,247 - mmaction - INFO - Epoch [32][160/3757] lr: 1.000e-02, eta: 2 days, 1:33:32, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7984, loss_cls: 1.8083, loss: 1.8083, grad_norm: 5.3421 2021-02-05 01:44:58,165 - mmaction - INFO - Epoch [32][180/3757] lr: 1.000e-02, eta: 2 days, 1:32:41, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8070, loss_cls: 1.7247, loss: 1.7247, grad_norm: 5.3134 2021-02-05 01:45:07,064 - mmaction - INFO - Epoch [32][200/3757] lr: 1.000e-02, eta: 2 days, 1:31:50, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8031, loss_cls: 1.7763, loss: 1.7763, grad_norm: 5.3133 2021-02-05 01:45:15,914 - mmaction - INFO - Epoch [32][220/3757] lr: 1.000e-02, eta: 2 days, 1:30:59, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8125, loss_cls: 1.7245, loss: 1.7245, grad_norm: 5.0951 2021-02-05 01:45:24,878 - mmaction - INFO - Epoch [32][240/3757] lr: 1.000e-02, eta: 2 days, 1:30:09, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7875, loss_cls: 1.8511, loss: 1.8511, grad_norm: 5.1933 2021-02-05 01:45:33,782 - mmaction - INFO - Epoch [32][260/3757] lr: 1.000e-02, eta: 2 days, 1:29:18, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8070, loss_cls: 1.7218, loss: 1.7218, grad_norm: 5.2268 2021-02-05 01:45:42,622 - mmaction - INFO - Epoch [32][280/3757] lr: 1.000e-02, eta: 2 days, 1:28:27, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7836, loss_cls: 1.8123, loss: 1.8123, grad_norm: 5.4341 2021-02-05 01:45:51,571 - mmaction - INFO - Epoch [32][300/3757] lr: 1.000e-02, eta: 2 days, 1:27:36, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8109, loss_cls: 1.6884, loss: 1.6884, grad_norm: 5.1570 2021-02-05 01:46:00,459 - mmaction - INFO - Epoch [32][320/3757] lr: 1.000e-02, eta: 2 days, 1:26:46, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7969, loss_cls: 1.7658, loss: 1.7658, grad_norm: 5.1964 2021-02-05 01:46:09,355 - mmaction - INFO - Epoch [32][340/3757] lr: 1.000e-02, eta: 2 days, 1:25:55, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7695, loss_cls: 1.8732, loss: 1.8732, grad_norm: 5.2660 2021-02-05 01:46:18,217 - mmaction - INFO - Epoch [32][360/3757] lr: 1.000e-02, eta: 2 days, 1:25:05, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.7992, loss_cls: 1.7739, loss: 1.7739, grad_norm: 5.3856 2021-02-05 01:46:27,087 - mmaction - INFO - Epoch [32][380/3757] lr: 1.000e-02, eta: 2 days, 1:24:14, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8016, loss_cls: 1.7482, loss: 1.7482, grad_norm: 5.2851 2021-02-05 01:46:36,027 - mmaction - INFO - Epoch [32][400/3757] lr: 1.000e-02, eta: 2 days, 1:23:24, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7937, loss_cls: 1.8327, loss: 1.8327, grad_norm: 5.3494 2021-02-05 01:46:44,921 - mmaction - INFO - Epoch [32][420/3757] lr: 1.000e-02, eta: 2 days, 1:22:34, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7953, loss_cls: 1.8195, loss: 1.8195, grad_norm: 5.4020 2021-02-05 01:46:53,868 - mmaction - INFO - Epoch [32][440/3757] lr: 1.000e-02, eta: 2 days, 1:21:44, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7789, loss_cls: 1.8999, loss: 1.8999, grad_norm: 5.1860 2021-02-05 01:47:02,795 - mmaction - INFO - Epoch [32][460/3757] lr: 1.000e-02, eta: 2 days, 1:20:54, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7898, loss_cls: 1.8633, loss: 1.8633, grad_norm: 5.3505 2021-02-05 01:47:11,709 - mmaction - INFO - Epoch [32][480/3757] lr: 1.000e-02, eta: 2 days, 1:20:03, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7992, loss_cls: 1.7623, loss: 1.7623, grad_norm: 5.2609 2021-02-05 01:47:20,629 - mmaction - INFO - Epoch [32][500/3757] lr: 1.000e-02, eta: 2 days, 1:19:14, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8023, loss_cls: 1.8044, loss: 1.8044, grad_norm: 5.3428 2021-02-05 01:47:29,500 - mmaction - INFO - Epoch [32][520/3757] lr: 1.000e-02, eta: 2 days, 1:18:23, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7875, loss_cls: 1.8228, loss: 1.8228, grad_norm: 5.1804 2021-02-05 01:47:38,534 - mmaction - INFO - Epoch [32][540/3757] lr: 1.000e-02, eta: 2 days, 1:17:34, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7898, loss_cls: 1.8233, loss: 1.8233, grad_norm: 5.2336 2021-02-05 01:47:47,413 - mmaction - INFO - Epoch [32][560/3757] lr: 1.000e-02, eta: 2 days, 1:16:44, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7961, loss_cls: 1.8172, loss: 1.8172, grad_norm: 5.2744 2021-02-05 01:47:56,366 - mmaction - INFO - Epoch [32][580/3757] lr: 1.000e-02, eta: 2 days, 1:15:55, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.8597, loss: 1.8597, grad_norm: 5.3517 2021-02-05 01:48:05,221 - mmaction - INFO - Epoch [32][600/3757] lr: 1.000e-02, eta: 2 days, 1:15:04, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7789, loss_cls: 1.8841, loss: 1.8841, grad_norm: 5.3242 2021-02-05 01:48:14,139 - mmaction - INFO - Epoch [32][620/3757] lr: 1.000e-02, eta: 2 days, 1:14:15, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7922, loss_cls: 1.7817, loss: 1.7817, grad_norm: 5.2518 2021-02-05 01:48:24,012 - mmaction - INFO - Epoch [32][640/3757] lr: 1.000e-02, eta: 2 days, 1:13:32, time: 0.493, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7836, loss_cls: 1.8169, loss: 1.8169, grad_norm: 5.2045 2021-02-05 01:48:58,630 - mmaction - INFO - Epoch [32][660/3757] lr: 1.000e-02, eta: 2 days, 1:15:55, time: 1.731, data_time: 0.003, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7953, loss_cls: 1.7864, loss: 1.7864, grad_norm: 5.3129 2021-02-05 01:49:07,482 - mmaction - INFO - Epoch [32][680/3757] lr: 1.000e-02, eta: 2 days, 1:15:05, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.8040, loss: 1.8040, grad_norm: 5.5551 2021-02-05 01:49:16,324 - mmaction - INFO - Epoch [32][700/3757] lr: 1.000e-02, eta: 2 days, 1:14:15, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5359, top5_acc: 0.7758, loss_cls: 1.9175, loss: 1.9175, grad_norm: 5.4979 2021-02-05 01:49:25,218 - mmaction - INFO - Epoch [32][720/3757] lr: 1.000e-02, eta: 2 days, 1:13:25, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7828, loss_cls: 1.9226, loss: 1.9226, grad_norm: 5.3148 2021-02-05 01:49:42,137 - mmaction - INFO - Epoch [32][740/3757] lr: 1.000e-02, eta: 2 days, 1:13:35, time: 0.846, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8047, loss_cls: 1.7887, loss: 1.7887, grad_norm: 5.0190 2021-02-05 01:49:54,293 - mmaction - INFO - Epoch [32][760/3757] lr: 1.000e-02, eta: 2 days, 1:13:10, time: 0.608, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7930, loss_cls: 1.8009, loss: 1.8009, grad_norm: 5.1944 2021-02-05 01:50:03,244 - mmaction - INFO - Epoch [32][780/3757] lr: 1.000e-02, eta: 2 days, 1:12:21, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7891, loss_cls: 1.8150, loss: 1.8150, grad_norm: 5.2769 2021-02-05 01:50:33,845 - mmaction - INFO - Epoch [32][800/3757] lr: 1.000e-02, eta: 2 days, 1:14:13, time: 1.530, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.8016, loss_cls: 1.7745, loss: 1.7745, grad_norm: 5.1787 2021-02-05 01:50:42,677 - mmaction - INFO - Epoch [32][820/3757] lr: 1.000e-02, eta: 2 days, 1:13:23, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.7825, loss: 1.7825, grad_norm: 5.2344 2021-02-05 01:51:11,362 - mmaction - INFO - Epoch [32][840/3757] lr: 1.000e-02, eta: 2 days, 1:15:01, time: 1.435, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7953, loss_cls: 1.7885, loss: 1.7885, grad_norm: 5.2669 2021-02-05 01:51:20,221 - mmaction - INFO - Epoch [32][860/3757] lr: 1.000e-02, eta: 2 days, 1:14:11, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7875, loss_cls: 1.8410, loss: 1.8410, grad_norm: 5.2111 2021-02-05 01:51:29,003 - mmaction - INFO - Epoch [32][880/3757] lr: 1.000e-02, eta: 2 days, 1:13:20, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7969, loss_cls: 1.7747, loss: 1.7747, grad_norm: 5.2251 2021-02-05 01:51:37,833 - mmaction - INFO - Epoch [32][900/3757] lr: 1.000e-02, eta: 2 days, 1:12:30, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8047, loss_cls: 1.7312, loss: 1.7312, grad_norm: 5.2097 2021-02-05 01:51:59,419 - mmaction - INFO - Epoch [32][920/3757] lr: 1.000e-02, eta: 2 days, 1:13:15, time: 1.080, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.7984, loss_cls: 1.7193, loss: 1.7193, grad_norm: 5.3143 2021-02-05 01:52:08,262 - mmaction - INFO - Epoch [32][940/3757] lr: 1.000e-02, eta: 2 days, 1:12:25, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.8785, loss: 1.8785, grad_norm: 5.2532 2021-02-05 01:52:17,077 - mmaction - INFO - Epoch [32][960/3757] lr: 1.000e-02, eta: 2 days, 1:11:35, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7891, loss_cls: 1.8188, loss: 1.8188, grad_norm: 5.2814 2021-02-05 01:52:35,307 - mmaction - INFO - Epoch [32][980/3757] lr: 1.000e-02, eta: 2 days, 1:11:55, time: 0.912, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7898, loss_cls: 1.9173, loss: 1.9173, grad_norm: 5.3817 2021-02-05 01:52:44,255 - mmaction - INFO - Epoch [32][1000/3757] lr: 1.000e-02, eta: 2 days, 1:11:06, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8172, loss_cls: 1.7950, loss: 1.7950, grad_norm: 5.3507 2021-02-05 01:52:53,085 - mmaction - INFO - Epoch [32][1020/3757] lr: 1.000e-02, eta: 2 days, 1:10:16, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.8102, loss_cls: 1.7603, loss: 1.7603, grad_norm: 5.3708 2021-02-05 01:53:01,982 - mmaction - INFO - Epoch [32][1040/3757] lr: 1.000e-02, eta: 2 days, 1:09:26, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7945, loss_cls: 1.7784, loss: 1.7784, grad_norm: 5.1945 2021-02-05 01:53:33,338 - mmaction - INFO - Epoch [32][1060/3757] lr: 1.000e-02, eta: 2 days, 1:11:23, time: 1.568, data_time: 1.111, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.8512, loss: 1.8512, grad_norm: 5.3118 2021-02-05 01:53:42,210 - mmaction - INFO - Epoch [32][1080/3757] lr: 1.000e-02, eta: 2 days, 1:10:34, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5508, top5_acc: 0.8023, loss_cls: 1.8155, loss: 1.8155, grad_norm: 5.1284 2021-02-05 01:53:51,019 - mmaction - INFO - Epoch [32][1100/3757] lr: 1.000e-02, eta: 2 days, 1:09:44, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7883, loss_cls: 1.8887, loss: 1.8887, grad_norm: 5.2697 2021-02-05 01:54:12,835 - mmaction - INFO - Epoch [32][1120/3757] lr: 1.000e-02, eta: 2 days, 1:10:30, time: 1.091, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8039, loss_cls: 1.7833, loss: 1.7833, grad_norm: 5.1642 2021-02-05 01:54:21,619 - mmaction - INFO - Epoch [32][1140/3757] lr: 1.000e-02, eta: 2 days, 1:09:40, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7812, loss_cls: 1.8870, loss: 1.8870, grad_norm: 5.2454 2021-02-05 01:54:30,448 - mmaction - INFO - Epoch [32][1160/3757] lr: 1.000e-02, eta: 2 days, 1:08:50, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8063, loss_cls: 1.7332, loss: 1.7332, grad_norm: 5.2423 2021-02-05 01:54:44,572 - mmaction - INFO - Epoch [32][1180/3757] lr: 1.000e-02, eta: 2 days, 1:08:39, time: 0.706, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8031, loss_cls: 1.7972, loss: 1.7972, grad_norm: 5.2837 2021-02-05 01:54:53,452 - mmaction - INFO - Epoch [32][1200/3757] lr: 1.000e-02, eta: 2 days, 1:07:50, time: 0.444, data_time: 0.002, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8023, loss_cls: 1.7314, loss: 1.7314, grad_norm: 5.1197 2021-02-05 01:55:02,296 - mmaction - INFO - Epoch [32][1220/3757] lr: 1.000e-02, eta: 2 days, 1:07:00, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7820, loss_cls: 1.8753, loss: 1.8753, grad_norm: 5.2948 2021-02-05 01:55:28,699 - mmaction - INFO - Epoch [32][1240/3757] lr: 1.000e-02, eta: 2 days, 1:08:20, time: 1.320, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7812, loss_cls: 1.8917, loss: 1.8917, grad_norm: 5.2428 2021-02-05 01:55:37,642 - mmaction - INFO - Epoch [32][1260/3757] lr: 1.000e-02, eta: 2 days, 1:07:31, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8070, loss_cls: 1.7312, loss: 1.7312, grad_norm: 5.1996 2021-02-05 01:55:47,265 - mmaction - INFO - Epoch [32][1280/3757] lr: 1.000e-02, eta: 2 days, 1:06:48, time: 0.480, data_time: 0.004, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7937, loss_cls: 1.8697, loss: 1.8697, grad_norm: 5.2930 2021-02-05 01:56:16,194 - mmaction - INFO - Epoch [32][1300/3757] lr: 1.000e-02, eta: 2 days, 1:08:26, time: 1.447, data_time: 0.263, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8109, loss_cls: 1.7327, loss: 1.7327, grad_norm: 5.1743 2021-02-05 01:56:25,005 - mmaction - INFO - Epoch [32][1320/3757] lr: 1.000e-02, eta: 2 days, 1:07:36, time: 0.441, data_time: 0.002, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7852, loss_cls: 1.8473, loss: 1.8473, grad_norm: 5.2829 2021-02-05 01:56:36,110 - mmaction - INFO - Epoch [32][1340/3757] lr: 1.000e-02, eta: 2 days, 1:07:03, time: 0.554, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7961, loss_cls: 1.7953, loss: 1.7953, grad_norm: 5.2822 2021-02-05 01:56:54,276 - mmaction - INFO - Epoch [32][1360/3757] lr: 1.000e-02, eta: 2 days, 1:07:22, time: 0.909, data_time: 0.002, memory: 7141, top1_acc: 0.5312, top5_acc: 0.7680, loss_cls: 2.0042, loss: 2.0042, grad_norm: 5.3608 2021-02-05 01:57:26,095 - mmaction - INFO - Epoch [32][1380/3757] lr: 1.000e-02, eta: 2 days, 1:09:21, time: 1.591, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7961, loss_cls: 1.8148, loss: 1.8148, grad_norm: 5.3249 2021-02-05 01:57:59,742 - mmaction - INFO - Epoch [32][1400/3757] lr: 1.000e-02, eta: 2 days, 1:11:33, time: 1.683, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7797, loss_cls: 1.9208, loss: 1.9208, grad_norm: 5.4323 2021-02-05 01:58:08,594 - mmaction - INFO - Epoch [32][1420/3757] lr: 1.000e-02, eta: 2 days, 1:10:44, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8180, loss_cls: 1.7874, loss: 1.7874, grad_norm: 5.0916 2021-02-05 01:58:40,470 - mmaction - INFO - Epoch [32][1440/3757] lr: 1.000e-02, eta: 2 days, 1:12:43, time: 1.594, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7930, loss_cls: 1.8569, loss: 1.8569, grad_norm: 5.2282 2021-02-05 01:58:49,314 - mmaction - INFO - Epoch [32][1460/3757] lr: 1.000e-02, eta: 2 days, 1:11:53, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7984, loss_cls: 1.8236, loss: 1.8236, grad_norm: 5.3265 2021-02-05 01:58:58,984 - mmaction - INFO - Epoch [32][1480/3757] lr: 1.000e-02, eta: 2 days, 1:11:10, time: 0.483, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8117, loss_cls: 1.7463, loss: 1.7463, grad_norm: 5.1609 2021-02-05 01:59:17,026 - mmaction - INFO - Epoch [32][1500/3757] lr: 1.000e-02, eta: 2 days, 1:11:27, time: 0.902, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7812, loss_cls: 1.8802, loss: 1.8802, grad_norm: 5.2224 2021-02-05 01:59:30,479 - mmaction - INFO - Epoch [32][1520/3757] lr: 1.000e-02, eta: 2 days, 1:11:11, time: 0.672, data_time: 0.086, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8023, loss_cls: 1.8011, loss: 1.8011, grad_norm: 5.1811 2021-02-05 01:59:39,318 - mmaction - INFO - Epoch [32][1540/3757] lr: 1.000e-02, eta: 2 days, 1:10:22, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7898, loss_cls: 1.8696, loss: 1.8696, grad_norm: 5.1876 2021-02-05 01:59:48,170 - mmaction - INFO - Epoch [32][1560/3757] lr: 1.000e-02, eta: 2 days, 1:09:33, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7898, loss_cls: 1.8704, loss: 1.8704, grad_norm: 5.2818 2021-02-05 01:59:57,046 - mmaction - INFO - Epoch [32][1580/3757] lr: 1.000e-02, eta: 2 days, 1:08:44, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7937, loss_cls: 1.9235, loss: 1.9235, grad_norm: 5.3403 2021-02-05 02:00:05,937 - mmaction - INFO - Epoch [32][1600/3757] lr: 1.000e-02, eta: 2 days, 1:07:55, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7859, loss_cls: 1.8074, loss: 1.8074, grad_norm: 5.0730 2021-02-05 02:00:14,782 - mmaction - INFO - Epoch [32][1620/3757] lr: 1.000e-02, eta: 2 days, 1:07:05, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8125, loss_cls: 1.7825, loss: 1.7825, grad_norm: 5.2531 2021-02-05 02:00:23,667 - mmaction - INFO - Epoch [32][1640/3757] lr: 1.000e-02, eta: 2 days, 1:06:16, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5289, top5_acc: 0.7750, loss_cls: 1.9426, loss: 1.9426, grad_norm: 5.2773 2021-02-05 02:01:10,506 - mmaction - INFO - Epoch [32][1660/3757] lr: 1.000e-02, eta: 2 days, 1:10:03, time: 2.342, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7812, loss_cls: 1.8271, loss: 1.8271, grad_norm: 5.1127 2021-02-05 02:01:19,289 - mmaction - INFO - Epoch [32][1680/3757] lr: 1.000e-02, eta: 2 days, 1:09:13, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7977, loss_cls: 1.8182, loss: 1.8182, grad_norm: 5.4215 2021-02-05 02:01:28,205 - mmaction - INFO - Epoch [32][1700/3757] lr: 1.000e-02, eta: 2 days, 1:08:24, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7914, loss_cls: 1.8518, loss: 1.8518, grad_norm: 5.3740 2021-02-05 02:01:58,917 - mmaction - INFO - Epoch [32][1720/3757] lr: 1.000e-02, eta: 2 days, 1:10:14, time: 1.537, data_time: 0.002, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7914, loss_cls: 1.8522, loss: 1.8522, grad_norm: 5.2213 2021-02-05 02:02:07,833 - mmaction - INFO - Epoch [32][1740/3757] lr: 1.000e-02, eta: 2 days, 1:09:25, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7945, loss_cls: 1.7733, loss: 1.7733, grad_norm: 5.2505 2021-02-05 02:03:06,743 - mmaction - INFO - Epoch [32][1760/3757] lr: 1.000e-02, eta: 2 days, 1:14:38, time: 2.945, data_time: 1.241, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7719, loss_cls: 1.9614, loss: 1.9614, grad_norm: 5.4100 2021-02-05 02:03:15,542 - mmaction - INFO - Epoch [32][1780/3757] lr: 1.000e-02, eta: 2 days, 1:13:48, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5359, top5_acc: 0.7805, loss_cls: 1.9269, loss: 1.9269, grad_norm: 5.2599 2021-02-05 02:03:53,065 - mmaction - INFO - Epoch [32][1800/3757] lr: 1.000e-02, eta: 2 days, 1:16:26, time: 1.876, data_time: 1.421, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8133, loss_cls: 1.7774, loss: 1.7774, grad_norm: 5.1035 2021-02-05 02:04:01,932 - mmaction - INFO - Epoch [32][1820/3757] lr: 1.000e-02, eta: 2 days, 1:15:37, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7820, loss_cls: 1.8319, loss: 1.8319, grad_norm: 5.2265 2021-02-05 02:04:32,554 - mmaction - INFO - Epoch [32][1840/3757] lr: 1.000e-02, eta: 2 days, 1:17:25, time: 1.530, data_time: 0.000, memory: 7141, top1_acc: 0.5945, top5_acc: 0.7906, loss_cls: 1.7842, loss: 1.7842, grad_norm: 5.1568 2021-02-05 02:04:56,972 - mmaction - INFO - Epoch [32][1860/3757] lr: 1.000e-02, eta: 2 days, 1:18:28, time: 1.221, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7773, loss_cls: 1.8654, loss: 1.8654, grad_norm: 5.1461 2021-02-05 02:05:05,782 - mmaction - INFO - Epoch [32][1880/3757] lr: 1.000e-02, eta: 2 days, 1:17:38, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7969, loss_cls: 1.8437, loss: 1.8437, grad_norm: 5.2365 2021-02-05 02:05:29,162 - mmaction - INFO - Epoch [32][1900/3757] lr: 1.000e-02, eta: 2 days, 1:18:34, time: 1.169, data_time: 0.148, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7984, loss_cls: 1.7779, loss: 1.7779, grad_norm: 5.2881 2021-02-05 02:05:37,961 - mmaction - INFO - Epoch [32][1920/3757] lr: 1.000e-02, eta: 2 days, 1:17:44, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8109, loss_cls: 1.7626, loss: 1.7626, grad_norm: 5.1347 2021-02-05 02:05:46,833 - mmaction - INFO - Epoch [32][1940/3757] lr: 1.000e-02, eta: 2 days, 1:16:55, time: 0.443, data_time: 0.005, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8078, loss_cls: 1.7600, loss: 1.7600, grad_norm: 5.2322 2021-02-05 02:06:12,049 - mmaction - INFO - Epoch [32][1960/3757] lr: 1.000e-02, eta: 2 days, 1:18:03, time: 1.261, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7883, loss_cls: 1.8066, loss: 1.8066, grad_norm: 5.1414 2021-02-05 02:06:20,888 - mmaction - INFO - Epoch [32][1980/3757] lr: 1.000e-02, eta: 2 days, 1:17:13, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7914, loss_cls: 1.8884, loss: 1.8884, grad_norm: 5.2226 2021-02-05 02:06:29,734 - mmaction - INFO - Epoch [32][2000/3757] lr: 1.000e-02, eta: 2 days, 1:16:24, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7875, loss_cls: 1.8271, loss: 1.8271, grad_norm: 5.2783 2021-02-05 02:07:12,872 - mmaction - INFO - Epoch [32][2020/3757] lr: 1.000e-02, eta: 2 days, 1:19:41, time: 2.157, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7953, loss_cls: 1.8277, loss: 1.8277, grad_norm: 5.4088 2021-02-05 02:07:43,680 - mmaction - INFO - Epoch [32][2040/3757] lr: 1.000e-02, eta: 2 days, 1:21:29, time: 1.540, data_time: 0.001, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7797, loss_cls: 1.8869, loss: 1.8869, grad_norm: 5.3448 2021-02-05 02:07:52,433 - mmaction - INFO - Epoch [32][2060/3757] lr: 1.000e-02, eta: 2 days, 1:20:39, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8016, loss_cls: 1.8193, loss: 1.8193, grad_norm: 5.2158 2021-02-05 02:08:19,991 - mmaction - INFO - Epoch [32][2080/3757] lr: 1.000e-02, eta: 2 days, 1:22:04, time: 1.377, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7906, loss_cls: 1.8338, loss: 1.8338, grad_norm: 5.2125 2021-02-05 02:08:28,921 - mmaction - INFO - Epoch [32][2100/3757] lr: 1.000e-02, eta: 2 days, 1:21:15, time: 0.446, data_time: 0.006, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7859, loss_cls: 1.9217, loss: 1.9217, grad_norm: 5.2989 2021-02-05 02:09:09,116 - mmaction - INFO - Epoch [32][2120/3757] lr: 1.000e-02, eta: 2 days, 1:24:10, time: 2.010, data_time: 0.002, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7930, loss_cls: 1.8266, loss: 1.8266, grad_norm: 5.0261 2021-02-05 02:09:18,058 - mmaction - INFO - Epoch [32][2140/3757] lr: 1.000e-02, eta: 2 days, 1:23:21, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.8047, loss_cls: 1.7932, loss: 1.7932, grad_norm: 5.3933 2021-02-05 02:09:54,193 - mmaction - INFO - Epoch [32][2160/3757] lr: 1.000e-02, eta: 2 days, 1:25:46, time: 1.807, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7977, loss_cls: 1.7443, loss: 1.7443, grad_norm: 5.0731 2021-02-05 02:10:02,990 - mmaction - INFO - Epoch [32][2180/3757] lr: 1.000e-02, eta: 2 days, 1:24:57, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5484, top5_acc: 0.8023, loss_cls: 1.8904, loss: 1.8904, grad_norm: 5.3748 2021-02-05 02:10:36,246 - mmaction - INFO - Epoch [32][2200/3757] lr: 1.000e-02, eta: 2 days, 1:27:01, time: 1.662, data_time: 1.213, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7891, loss_cls: 1.8549, loss: 1.8549, grad_norm: 5.3057 2021-02-05 02:10:45,092 - mmaction - INFO - Epoch [32][2220/3757] lr: 1.000e-02, eta: 2 days, 1:26:12, time: 0.443, data_time: 0.003, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7922, loss_cls: 1.8181, loss: 1.8181, grad_norm: 5.1974 2021-02-05 02:11:05,940 - mmaction - INFO - Epoch [32][2240/3757] lr: 1.000e-02, eta: 2 days, 1:26:48, time: 1.042, data_time: 0.593, memory: 7141, top1_acc: 0.5820, top5_acc: 0.7969, loss_cls: 1.7724, loss: 1.7724, grad_norm: 5.3107 2021-02-05 02:11:14,795 - mmaction - INFO - Epoch [32][2260/3757] lr: 1.000e-02, eta: 2 days, 1:25:58, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7805, loss_cls: 1.8674, loss: 1.8674, grad_norm: 5.3901 2021-02-05 02:11:43,232 - mmaction - INFO - Epoch [32][2280/3757] lr: 1.000e-02, eta: 2 days, 1:27:28, time: 1.421, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8039, loss_cls: 1.7832, loss: 1.7832, grad_norm: 5.3246 2021-02-05 02:11:52,046 - mmaction - INFO - Epoch [32][2300/3757] lr: 1.000e-02, eta: 2 days, 1:26:39, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8109, loss_cls: 1.7786, loss: 1.7786, grad_norm: 5.2003 2021-02-05 02:12:00,895 - mmaction - INFO - Epoch [32][2320/3757] lr: 1.000e-02, eta: 2 days, 1:25:49, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7844, loss_cls: 1.8705, loss: 1.8705, grad_norm: 5.2175 2021-02-05 02:12:25,654 - mmaction - INFO - Epoch [32][2340/3757] lr: 1.000e-02, eta: 2 days, 1:26:53, time: 1.238, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7984, loss_cls: 1.8343, loss: 1.8343, grad_norm: 5.4137 2021-02-05 02:12:34,463 - mmaction - INFO - Epoch [32][2360/3757] lr: 1.000e-02, eta: 2 days, 1:26:03, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7953, loss_cls: 1.8907, loss: 1.8907, grad_norm: 5.2454 2021-02-05 02:12:43,298 - mmaction - INFO - Epoch [32][2380/3757] lr: 1.000e-02, eta: 2 days, 1:25:14, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7930, loss_cls: 1.8385, loss: 1.8385, grad_norm: 5.3504 2021-02-05 02:13:11,013 - mmaction - INFO - Epoch [32][2400/3757] lr: 1.000e-02, eta: 2 days, 1:26:38, time: 1.386, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7937, loss_cls: 1.8306, loss: 1.8306, grad_norm: 5.2287 2021-02-05 02:13:43,761 - mmaction - INFO - Epoch [32][2420/3757] lr: 1.000e-02, eta: 2 days, 1:28:38, time: 1.637, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7953, loss_cls: 1.8504, loss: 1.8504, grad_norm: 5.3143 2021-02-05 02:14:10,419 - mmaction - INFO - Epoch [32][2440/3757] lr: 1.000e-02, eta: 2 days, 1:29:55, time: 1.333, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.8039, loss_cls: 1.8762, loss: 1.8762, grad_norm: 5.1451 2021-02-05 02:14:34,843 - mmaction - INFO - Epoch [32][2460/3757] lr: 1.000e-02, eta: 2 days, 1:30:55, time: 1.221, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7828, loss_cls: 1.8529, loss: 1.8529, grad_norm: 5.2293 2021-02-05 02:14:43,684 - mmaction - INFO - Epoch [32][2480/3757] lr: 1.000e-02, eta: 2 days, 1:30:06, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7802, loss: 1.7802, grad_norm: 5.2774 2021-02-05 02:15:41,654 - mmaction - INFO - Epoch [32][2500/3757] lr: 1.000e-02, eta: 2 days, 1:35:04, time: 2.899, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7930, loss_cls: 1.8296, loss: 1.8296, grad_norm: 5.3894 2021-02-05 02:16:08,732 - mmaction - INFO - Epoch [32][2520/3757] lr: 1.000e-02, eta: 2 days, 1:36:23, time: 1.355, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.7500, loss: 1.7500, grad_norm: 5.1351 2021-02-05 02:16:31,555 - mmaction - INFO - Epoch [32][2540/3757] lr: 1.000e-02, eta: 2 days, 1:37:12, time: 1.140, data_time: 0.623, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7859, loss_cls: 1.8603, loss: 1.8603, grad_norm: 5.2842 2021-02-05 02:16:40,407 - mmaction - INFO - Epoch [32][2560/3757] lr: 1.000e-02, eta: 2 days, 1:36:22, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.7937, loss_cls: 1.8063, loss: 1.8063, grad_norm: 5.1710 2021-02-05 02:16:49,224 - mmaction - INFO - Epoch [32][2580/3757] lr: 1.000e-02, eta: 2 days, 1:35:32, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7867, loss_cls: 1.8364, loss: 1.8364, grad_norm: 5.2753 2021-02-05 02:16:58,061 - mmaction - INFO - Epoch [32][2600/3757] lr: 1.000e-02, eta: 2 days, 1:34:43, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7789, loss_cls: 1.9032, loss: 1.9032, grad_norm: 5.4238 2021-02-05 02:17:31,791 - mmaction - INFO - Epoch [32][2620/3757] lr: 1.000e-02, eta: 2 days, 1:36:48, time: 1.687, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7906, loss_cls: 1.8183, loss: 1.8183, grad_norm: 5.0038 2021-02-05 02:17:50,510 - mmaction - INFO - Epoch [32][2640/3757] lr: 1.000e-02, eta: 2 days, 1:37:08, time: 0.936, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8055, loss_cls: 1.7992, loss: 1.7992, grad_norm: 5.0820 2021-02-05 02:18:08,257 - mmaction - INFO - Epoch [32][2660/3757] lr: 1.000e-02, eta: 2 days, 1:37:21, time: 0.887, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7875, loss_cls: 1.8474, loss: 1.8474, grad_norm: 5.2717 2021-02-05 02:18:27,645 - mmaction - INFO - Epoch [32][2680/3757] lr: 1.000e-02, eta: 2 days, 1:37:46, time: 0.969, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7875, loss_cls: 1.8184, loss: 1.8184, grad_norm: 5.2826 2021-02-05 02:18:52,295 - mmaction - INFO - Epoch [32][2700/3757] lr: 1.000e-02, eta: 2 days, 1:38:47, time: 1.232, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8023, loss_cls: 1.8051, loss: 1.8051, grad_norm: 5.0173 2021-02-05 02:19:15,027 - mmaction - INFO - Epoch [32][2720/3757] lr: 1.000e-02, eta: 2 days, 1:39:35, time: 1.136, data_time: 0.002, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7805, loss_cls: 1.8912, loss: 1.8912, grad_norm: 5.2433 2021-02-05 02:19:45,193 - mmaction - INFO - Epoch [32][2740/3757] lr: 1.000e-02, eta: 2 days, 1:41:15, time: 1.509, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7984, loss_cls: 1.7915, loss: 1.7915, grad_norm: 5.1217 2021-02-05 02:20:12,831 - mmaction - INFO - Epoch [32][2760/3757] lr: 1.000e-02, eta: 2 days, 1:42:37, time: 1.382, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7852, loss_cls: 1.8405, loss: 1.8405, grad_norm: 5.2793 2021-02-05 02:20:33,154 - mmaction - INFO - Epoch [32][2780/3757] lr: 1.000e-02, eta: 2 days, 1:43:08, time: 1.016, data_time: 0.575, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7805, loss_cls: 1.9018, loss: 1.9018, grad_norm: 5.3746 2021-02-05 02:21:06,875 - mmaction - INFO - Epoch [32][2800/3757] lr: 1.000e-02, eta: 2 days, 1:45:12, time: 1.686, data_time: 0.000, memory: 7141, top1_acc: 0.6047, top5_acc: 0.8078, loss_cls: 1.7556, loss: 1.7556, grad_norm: 5.1602 2021-02-05 02:21:57,534 - mmaction - INFO - Epoch [32][2820/3757] lr: 1.000e-02, eta: 2 days, 1:49:15, time: 2.532, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7930, loss_cls: 1.8143, loss: 1.8143, grad_norm: 5.3718 2021-02-05 02:22:31,451 - mmaction - INFO - Epoch [32][2840/3757] lr: 1.000e-02, eta: 2 days, 1:51:20, time: 1.696, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7930, loss_cls: 1.8711, loss: 1.8711, grad_norm: 5.2790 2021-02-05 02:22:59,151 - mmaction - INFO - Epoch [32][2860/3757] lr: 1.000e-02, eta: 2 days, 1:52:42, time: 1.386, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7805, loss_cls: 1.8552, loss: 1.8552, grad_norm: 5.3923 2021-02-05 02:23:34,560 - mmaction - INFO - Epoch [32][2880/3757] lr: 1.000e-02, eta: 2 days, 1:54:58, time: 1.771, data_time: 0.001, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7602, loss_cls: 1.9999, loss: 1.9999, grad_norm: 5.4202 2021-02-05 02:24:28,876 - mmaction - INFO - Epoch [32][2900/3757] lr: 1.000e-02, eta: 2 days, 1:59:25, time: 2.716, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.8000, loss_cls: 1.7662, loss: 1.7662, grad_norm: 5.2416 2021-02-05 02:25:04,252 - mmaction - INFO - Epoch [32][2920/3757] lr: 1.000e-02, eta: 2 days, 2:01:40, time: 1.768, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7977, loss_cls: 1.8787, loss: 1.8787, grad_norm: 5.4165 2021-02-05 02:25:56,676 - mmaction - INFO - Epoch [32][2940/3757] lr: 1.000e-02, eta: 2 days, 2:05:53, time: 2.622, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7992, loss_cls: 1.7864, loss: 1.7864, grad_norm: 5.3315 2021-02-05 02:27:07,697 - mmaction - INFO - Epoch [32][2960/3757] lr: 1.000e-02, eta: 2 days, 2:12:16, time: 3.551, data_time: 1.689, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 1.9522, loss: 1.9522, grad_norm: 5.2830 2021-02-05 02:27:35,511 - mmaction - INFO - Epoch [32][2980/3757] lr: 1.000e-02, eta: 2 days, 2:13:37, time: 1.390, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7875, loss_cls: 1.8423, loss: 1.8423, grad_norm: 5.2345 2021-02-05 02:28:03,695 - mmaction - INFO - Epoch [32][3000/3757] lr: 1.000e-02, eta: 2 days, 2:15:01, time: 1.410, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7977, loss_cls: 1.8512, loss: 1.8512, grad_norm: 5.3887 2021-02-05 02:28:54,572 - mmaction - INFO - Epoch [32][3020/3757] lr: 1.000e-02, eta: 2 days, 2:19:03, time: 2.544, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7961, loss_cls: 1.8449, loss: 1.8449, grad_norm: 5.4184 2021-02-05 02:29:39,527 - mmaction - INFO - Epoch [32][3040/3757] lr: 1.000e-02, eta: 2 days, 2:22:23, time: 2.247, data_time: 1.804, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7812, loss_cls: 1.8815, loss: 1.8815, grad_norm: 5.4726 2021-02-05 02:30:30,443 - mmaction - INFO - Epoch [32][3060/3757] lr: 1.000e-02, eta: 2 days, 2:26:22, time: 2.534, data_time: 0.002, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8070, loss_cls: 1.7613, loss: 1.7613, grad_norm: 5.2387 2021-02-05 02:31:14,747 - mmaction - INFO - Epoch [32][3080/3757] lr: 1.000e-02, eta: 2 days, 2:29:39, time: 2.228, data_time: 0.019, memory: 7141, top1_acc: 0.5664, top5_acc: 0.8039, loss_cls: 1.8119, loss: 1.8119, grad_norm: 5.3716 2021-02-05 02:31:49,195 - mmaction - INFO - Epoch [32][3100/3757] lr: 1.000e-02, eta: 2 days, 2:31:45, time: 1.722, data_time: 0.180, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7727, loss_cls: 1.9630, loss: 1.9630, grad_norm: 5.2893 2021-02-05 02:32:19,805 - mmaction - INFO - Epoch [32][3120/3757] lr: 1.000e-02, eta: 2 days, 2:33:25, time: 1.530, data_time: 0.000, memory: 7141, top1_acc: 0.5586, top5_acc: 0.8008, loss_cls: 1.8332, loss: 1.8332, grad_norm: 5.3278 2021-02-05 02:33:04,903 - mmaction - INFO - Epoch [32][3140/3757] lr: 1.000e-02, eta: 2 days, 2:36:45, time: 2.255, data_time: 0.921, memory: 7141, top1_acc: 0.5820, top5_acc: 0.7945, loss_cls: 1.7665, loss: 1.7665, grad_norm: 5.1725 2021-02-05 02:34:07,588 - mmaction - INFO - Epoch [32][3160/3757] lr: 1.000e-02, eta: 2 days, 2:42:06, time: 3.135, data_time: 0.002, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7984, loss_cls: 1.8144, loss: 1.8144, grad_norm: 5.2406 2021-02-05 02:34:32,080 - mmaction - INFO - Epoch [32][3180/3757] lr: 1.000e-02, eta: 2 days, 2:43:03, time: 1.225, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7797, loss_cls: 1.8756, loss: 1.8756, grad_norm: 5.2579 2021-02-05 02:36:04,056 - mmaction - INFO - Epoch [32][3200/3757] lr: 1.000e-02, eta: 2 days, 2:51:46, time: 4.598, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7953, loss_cls: 1.8414, loss: 1.8414, grad_norm: 5.3983 2021-02-05 02:36:46,996 - mmaction - INFO - Epoch [32][3220/3757] lr: 1.000e-02, eta: 2 days, 2:54:50, time: 2.147, data_time: 0.001, memory: 7141, top1_acc: 0.5320, top5_acc: 0.7742, loss_cls: 1.9696, loss: 1.9696, grad_norm: 5.1755 2021-02-05 02:37:55,493 - mmaction - INFO - Epoch [32][3240/3757] lr: 1.000e-02, eta: 2 days, 3:00:50, time: 3.425, data_time: 2.984, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7898, loss_cls: 1.8067, loss: 1.8067, grad_norm: 5.2027 2021-02-05 02:38:56,347 - mmaction - INFO - Epoch [32][3260/3757] lr: 1.000e-02, eta: 2 days, 3:05:56, time: 3.042, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7875, loss_cls: 1.8643, loss: 1.8643, grad_norm: 5.1172 2021-02-05 02:39:45,386 - mmaction - INFO - Epoch [32][3280/3757] lr: 1.000e-02, eta: 2 days, 3:09:41, time: 2.452, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7906, loss_cls: 1.8325, loss: 1.8325, grad_norm: 5.3823 2021-02-05 02:40:13,349 - mmaction - INFO - Epoch [32][3300/3757] lr: 1.000e-02, eta: 2 days, 3:11:01, time: 1.398, data_time: 0.000, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7867, loss_cls: 1.8833, loss: 1.8833, grad_norm: 5.2716 2021-02-05 02:40:59,082 - mmaction - INFO - Epoch [32][3320/3757] lr: 1.000e-02, eta: 2 days, 3:14:22, time: 2.285, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7836, loss_cls: 1.8808, loss: 1.8808, grad_norm: 5.0846 2021-02-05 02:41:28,074 - mmaction - INFO - Epoch [32][3340/3757] lr: 1.000e-02, eta: 2 days, 3:15:48, time: 1.450, data_time: 0.002, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8094, loss_cls: 1.7833, loss: 1.7833, grad_norm: 4.9998 2021-02-05 02:41:55,934 - mmaction - INFO - Epoch [32][3360/3757] lr: 1.000e-02, eta: 2 days, 3:17:06, time: 1.394, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.8086, loss_cls: 1.7734, loss: 1.7734, grad_norm: 5.2275 2021-02-05 02:42:28,527 - mmaction - INFO - Epoch [32][3380/3757] lr: 1.000e-02, eta: 2 days, 3:18:56, time: 1.628, data_time: 0.000, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7852, loss_cls: 1.9046, loss: 1.9046, grad_norm: 5.3627 2021-02-05 02:42:53,409 - mmaction - INFO - Epoch [32][3400/3757] lr: 1.000e-02, eta: 2 days, 3:19:54, time: 1.245, data_time: 0.406, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9156, loss: 1.9156, grad_norm: 5.3541 2021-02-05 02:44:03,425 - mmaction - INFO - Epoch [32][3420/3757] lr: 1.000e-02, eta: 2 days, 3:26:01, time: 3.500, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8211, loss_cls: 1.7210, loss: 1.7210, grad_norm: 5.2868 2021-02-05 02:45:25,504 - mmaction - INFO - Epoch [32][3440/3757] lr: 1.000e-02, eta: 2 days, 3:33:31, time: 4.105, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7945, loss_cls: 1.7858, loss: 1.7858, grad_norm: 5.2966 2021-02-05 02:45:55,054 - mmaction - INFO - Epoch [32][3460/3757] lr: 1.000e-02, eta: 2 days, 3:35:00, time: 1.477, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7883, loss_cls: 1.8453, loss: 1.8453, grad_norm: 5.3405 2021-02-05 02:46:59,299 - mmaction - INFO - Epoch [32][3480/3757] lr: 1.000e-02, eta: 2 days, 3:40:26, time: 3.212, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7953, loss_cls: 1.8124, loss: 1.8124, grad_norm: 4.9285 2021-02-05 02:47:36,658 - mmaction - INFO - Epoch [32][3500/3757] lr: 1.000e-02, eta: 2 days, 3:42:48, time: 1.868, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7906, loss_cls: 1.8450, loss: 1.8450, grad_norm: 5.1340 2021-02-05 02:48:57,625 - mmaction - INFO - Epoch [32][3520/3757] lr: 1.000e-02, eta: 2 days, 3:50:08, time: 4.048, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7797, loss_cls: 1.8898, loss: 1.8898, grad_norm: 5.2220 2021-02-05 02:50:13,319 - mmaction - INFO - Epoch [32][3540/3757] lr: 1.000e-02, eta: 2 days, 3:56:52, time: 3.785, data_time: 0.001, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7828, loss_cls: 1.9432, loss: 1.9432, grad_norm: 5.3861 2021-02-05 02:51:04,070 - mmaction - INFO - Epoch [32][3560/3757] lr: 1.000e-02, eta: 2 days, 4:00:44, time: 2.538, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8070, loss_cls: 1.7232, loss: 1.7232, grad_norm: 5.0847 2021-02-05 02:51:47,947 - mmaction - INFO - Epoch [32][3580/3757] lr: 1.000e-02, eta: 2 days, 4:03:50, time: 2.194, data_time: 0.795, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7781, loss_cls: 1.8870, loss: 1.8870, grad_norm: 5.3758 2021-02-05 02:53:09,324 - mmaction - INFO - Epoch [32][3600/3757] lr: 1.000e-02, eta: 2 days, 4:11:11, time: 4.069, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8156, loss_cls: 1.7755, loss: 1.7755, grad_norm: 5.1883 2021-02-05 02:53:50,800 - mmaction - INFO - Epoch [32][3620/3757] lr: 1.000e-02, eta: 2 days, 4:13:59, time: 2.074, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7773, loss_cls: 1.8466, loss: 1.8466, grad_norm: 5.3509 2021-02-05 02:54:58,827 - mmaction - INFO - Epoch [32][3640/3757] lr: 1.000e-02, eta: 2 days, 4:19:48, time: 3.401, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7797, loss_cls: 1.9028, loss: 1.9028, grad_norm: 5.3845 2021-02-05 02:55:34,020 - mmaction - INFO - Epoch [32][3660/3757] lr: 1.000e-02, eta: 2 days, 4:21:53, time: 1.759, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8000, loss_cls: 1.8399, loss: 1.8399, grad_norm: 5.3409 2021-02-05 02:56:20,886 - mmaction - INFO - Epoch [32][3680/3757] lr: 1.000e-02, eta: 2 days, 4:25:17, time: 2.345, data_time: 0.002, memory: 7141, top1_acc: 0.5594, top5_acc: 0.8148, loss_cls: 1.7956, loss: 1.7956, grad_norm: 5.1818 2021-02-05 02:56:56,357 - mmaction - INFO - Epoch [32][3700/3757] lr: 1.000e-02, eta: 2 days, 4:27:23, time: 1.773, data_time: 1.322, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7992, loss_cls: 1.8228, loss: 1.8228, grad_norm: 5.3294 2021-02-05 02:57:41,851 - mmaction - INFO - Epoch [32][3720/3757] lr: 1.000e-02, eta: 2 days, 4:30:37, time: 2.275, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8031, loss_cls: 1.8211, loss: 1.8211, grad_norm: 5.3949 2021-02-05 02:58:18,522 - mmaction - INFO - Epoch [32][3740/3757] lr: 1.000e-02, eta: 2 days, 4:32:51, time: 1.834, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7906, loss_cls: 1.8960, loss: 1.8960, grad_norm: 5.3260 2021-02-05 02:59:00,250 - mmaction - INFO - Saving checkpoint at 32 epochs 2021-02-05 03:00:35,423 - mmaction - INFO - Epoch [33][20/3757] lr: 1.000e-02, eta: 2 days, 4:39:59, time: 4.716, data_time: 4.163, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8008, loss_cls: 1.8160, loss: 1.8160, grad_norm: 5.3213 2021-02-05 03:00:44,256 - mmaction - INFO - Epoch [33][40/3757] lr: 1.000e-02, eta: 2 days, 4:39:03, time: 0.442, data_time: 0.005, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7883, loss_cls: 1.8045, loss: 1.8045, grad_norm: 5.2566 2021-02-05 03:00:53,060 - mmaction - INFO - Epoch [33][60/3757] lr: 1.000e-02, eta: 2 days, 4:38:07, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.7758, loss_cls: 1.8171, loss: 1.8171, grad_norm: 5.2602 2021-02-05 03:01:01,785 - mmaction - INFO - Epoch [33][80/3757] lr: 1.000e-02, eta: 2 days, 4:37:11, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8109, loss_cls: 1.7374, loss: 1.7374, grad_norm: 5.2715 2021-02-05 03:01:10,598 - mmaction - INFO - Epoch [33][100/3757] lr: 1.000e-02, eta: 2 days, 4:36:15, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7898, loss_cls: 1.7848, loss: 1.7848, grad_norm: 5.0070 2021-02-05 03:01:19,389 - mmaction - INFO - Epoch [33][120/3757] lr: 1.000e-02, eta: 2 days, 4:35:20, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.7969, loss_cls: 1.7308, loss: 1.7308, grad_norm: 5.0883 2021-02-05 03:01:28,218 - mmaction - INFO - Epoch [33][140/3757] lr: 1.000e-02, eta: 2 days, 4:34:24, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8016, loss_cls: 1.7304, loss: 1.7304, grad_norm: 5.2653 2021-02-05 03:01:37,118 - mmaction - INFO - Epoch [33][160/3757] lr: 1.000e-02, eta: 2 days, 4:33:29, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6000, top5_acc: 0.8289, loss_cls: 1.6519, loss: 1.6519, grad_norm: 5.4271 2021-02-05 03:01:45,989 - mmaction - INFO - Epoch [33][180/3757] lr: 1.000e-02, eta: 2 days, 4:32:34, time: 0.443, data_time: 0.002, memory: 7141, top1_acc: 0.6156, top5_acc: 0.8430, loss_cls: 1.5856, loss: 1.5856, grad_norm: 5.3978 2021-02-05 03:01:54,803 - mmaction - INFO - Epoch [33][200/3757] lr: 1.000e-02, eta: 2 days, 4:31:39, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8125, loss_cls: 1.7081, loss: 1.7081, grad_norm: 5.4432 2021-02-05 03:02:03,566 - mmaction - INFO - Epoch [33][220/3757] lr: 1.000e-02, eta: 2 days, 4:30:43, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7820, loss_cls: 1.8246, loss: 1.8246, grad_norm: 5.5678 2021-02-05 03:02:12,448 - mmaction - INFO - Epoch [33][240/3757] lr: 1.000e-02, eta: 2 days, 4:29:48, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8000, loss_cls: 1.8097, loss: 1.8097, grad_norm: 5.3361 2021-02-05 03:02:21,353 - mmaction - INFO - Epoch [33][260/3757] lr: 1.000e-02, eta: 2 days, 4:28:54, time: 0.445, data_time: 0.003, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7984, loss_cls: 1.8573, loss: 1.8573, grad_norm: 5.3406 2021-02-05 03:02:30,218 - mmaction - INFO - Epoch [33][280/3757] lr: 1.000e-02, eta: 2 days, 4:27:59, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8094, loss_cls: 1.7886, loss: 1.7886, grad_norm: 5.3925 2021-02-05 03:02:39,169 - mmaction - INFO - Epoch [33][300/3757] lr: 1.000e-02, eta: 2 days, 4:27:05, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8133, loss_cls: 1.7126, loss: 1.7126, grad_norm: 5.3654 2021-02-05 03:02:48,114 - mmaction - INFO - Epoch [33][320/3757] lr: 1.000e-02, eta: 2 days, 4:26:10, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7883, loss_cls: 1.8443, loss: 1.8443, grad_norm: 5.4697 2021-02-05 03:02:56,972 - mmaction - INFO - Epoch [33][340/3757] lr: 1.000e-02, eta: 2 days, 4:25:16, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8141, loss_cls: 1.6822, loss: 1.6822, grad_norm: 5.2735 2021-02-05 03:03:05,829 - mmaction - INFO - Epoch [33][360/3757] lr: 1.000e-02, eta: 2 days, 4:24:21, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7992, loss_cls: 1.7718, loss: 1.7718, grad_norm: 5.2198 2021-02-05 03:03:14,803 - mmaction - INFO - Epoch [33][380/3757] lr: 1.000e-02, eta: 2 days, 4:23:27, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7711, loss_cls: 1.8702, loss: 1.8702, grad_norm: 5.2314 2021-02-05 03:03:23,717 - mmaction - INFO - Epoch [33][400/3757] lr: 1.000e-02, eta: 2 days, 4:22:33, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8094, loss_cls: 1.7332, loss: 1.7332, grad_norm: 5.1773 2021-02-05 03:03:32,632 - mmaction - INFO - Epoch [33][420/3757] lr: 1.000e-02, eta: 2 days, 4:21:39, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7805, loss_cls: 1.8614, loss: 1.8614, grad_norm: 5.3896 2021-02-05 03:03:41,516 - mmaction - INFO - Epoch [33][440/3757] lr: 1.000e-02, eta: 2 days, 4:20:44, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7750, loss_cls: 1.8461, loss: 1.8461, grad_norm: 5.3373 2021-02-05 03:03:50,442 - mmaction - INFO - Epoch [33][460/3757] lr: 1.000e-02, eta: 2 days, 4:19:50, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6000, top5_acc: 0.8109, loss_cls: 1.7351, loss: 1.7351, grad_norm: 5.1761 2021-02-05 03:03:59,347 - mmaction - INFO - Epoch [33][480/3757] lr: 1.000e-02, eta: 2 days, 4:18:56, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8039, loss_cls: 1.7877, loss: 1.7877, grad_norm: 5.3227 2021-02-05 03:04:08,281 - mmaction - INFO - Epoch [33][500/3757] lr: 1.000e-02, eta: 2 days, 4:18:02, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7914, loss_cls: 1.8405, loss: 1.8405, grad_norm: 5.4780 2021-02-05 03:04:17,176 - mmaction - INFO - Epoch [33][520/3757] lr: 1.000e-02, eta: 2 days, 4:17:08, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8000, loss_cls: 1.7682, loss: 1.7682, grad_norm: 5.1586 2021-02-05 03:04:26,093 - mmaction - INFO - Epoch [33][540/3757] lr: 1.000e-02, eta: 2 days, 4:16:14, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7844, loss_cls: 1.8842, loss: 1.8842, grad_norm: 5.3850 2021-02-05 03:04:34,965 - mmaction - INFO - Epoch [33][560/3757] lr: 1.000e-02, eta: 2 days, 4:15:20, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7703, loss_cls: 1.9351, loss: 1.9351, grad_norm: 5.5897 2021-02-05 03:04:43,886 - mmaction - INFO - Epoch [33][580/3757] lr: 1.000e-02, eta: 2 days, 4:14:26, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7703, loss_cls: 1.9169, loss: 1.9169, grad_norm: 5.1922 2021-02-05 03:04:52,765 - mmaction - INFO - Epoch [33][600/3757] lr: 1.000e-02, eta: 2 days, 4:13:32, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7961, loss_cls: 1.8127, loss: 1.8127, grad_norm: 5.2538 2021-02-05 03:05:01,604 - mmaction - INFO - Epoch [33][620/3757] lr: 1.000e-02, eta: 2 days, 4:12:38, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8047, loss_cls: 1.7796, loss: 1.7796, grad_norm: 5.1613 2021-02-05 03:05:10,577 - mmaction - INFO - Epoch [33][640/3757] lr: 1.000e-02, eta: 2 days, 4:11:45, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7797, loss_cls: 1.8381, loss: 1.8381, grad_norm: 5.2764 2021-02-05 03:05:19,403 - mmaction - INFO - Epoch [33][660/3757] lr: 1.000e-02, eta: 2 days, 4:10:51, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8055, loss_cls: 1.8178, loss: 1.8178, grad_norm: 5.2003 2021-02-05 03:05:28,355 - mmaction - INFO - Epoch [33][680/3757] lr: 1.000e-02, eta: 2 days, 4:09:57, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7930, loss_cls: 1.8367, loss: 1.8367, grad_norm: 5.1546 2021-02-05 03:05:37,183 - mmaction - INFO - Epoch [33][700/3757] lr: 1.000e-02, eta: 2 days, 4:09:03, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7984, loss_cls: 1.8095, loss: 1.8095, grad_norm: 5.2568 2021-02-05 03:05:46,031 - mmaction - INFO - Epoch [33][720/3757] lr: 1.000e-02, eta: 2 days, 4:08:09, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7812, loss_cls: 1.8879, loss: 1.8879, grad_norm: 5.4748 2021-02-05 03:05:54,964 - mmaction - INFO - Epoch [33][740/3757] lr: 1.000e-02, eta: 2 days, 4:07:16, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7977, loss_cls: 1.7763, loss: 1.7763, grad_norm: 5.1880 2021-02-05 03:06:03,945 - mmaction - INFO - Epoch [33][760/3757] lr: 1.000e-02, eta: 2 days, 4:06:23, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.8244, loss: 1.8244, grad_norm: 5.2328 2021-02-05 03:06:12,891 - mmaction - INFO - Epoch [33][780/3757] lr: 1.000e-02, eta: 2 days, 4:05:30, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7953, loss_cls: 1.7945, loss: 1.7945, grad_norm: 5.1726 2021-02-05 03:06:21,807 - mmaction - INFO - Epoch [33][800/3757] lr: 1.000e-02, eta: 2 days, 4:04:37, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8031, loss_cls: 1.8185, loss: 1.8185, grad_norm: 5.2914 2021-02-05 03:06:30,735 - mmaction - INFO - Epoch [33][820/3757] lr: 1.000e-02, eta: 2 days, 4:03:43, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8102, loss_cls: 1.7240, loss: 1.7240, grad_norm: 4.8892 2021-02-05 03:06:39,638 - mmaction - INFO - Epoch [33][840/3757] lr: 1.000e-02, eta: 2 days, 4:02:50, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7961, loss_cls: 1.7996, loss: 1.7996, grad_norm: 5.2005 2021-02-05 03:06:48,556 - mmaction - INFO - Epoch [33][860/3757] lr: 1.000e-02, eta: 2 days, 4:01:57, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7781, loss_cls: 1.8650, loss: 1.8650, grad_norm: 5.3425 2021-02-05 03:06:57,509 - mmaction - INFO - Epoch [33][880/3757] lr: 1.000e-02, eta: 2 days, 4:01:04, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8102, loss_cls: 1.8069, loss: 1.8069, grad_norm: 5.3541 2021-02-05 03:07:06,401 - mmaction - INFO - Epoch [33][900/3757] lr: 1.000e-02, eta: 2 days, 4:00:11, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7945, loss_cls: 1.8309, loss: 1.8309, grad_norm: 5.4322 2021-02-05 03:07:15,356 - mmaction - INFO - Epoch [33][920/3757] lr: 1.000e-02, eta: 2 days, 3:59:18, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7977, loss_cls: 1.8310, loss: 1.8310, grad_norm: 5.2796 2021-02-05 03:07:24,268 - mmaction - INFO - Epoch [33][940/3757] lr: 1.000e-02, eta: 2 days, 3:58:25, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7742, loss_cls: 1.9322, loss: 1.9322, grad_norm: 5.2806 2021-02-05 03:07:33,284 - mmaction - INFO - Epoch [33][960/3757] lr: 1.000e-02, eta: 2 days, 3:57:33, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7953, loss_cls: 1.8122, loss: 1.8122, grad_norm: 5.1423 2021-02-05 03:07:42,220 - mmaction - INFO - Epoch [33][980/3757] lr: 1.000e-02, eta: 2 days, 3:56:40, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7992, loss_cls: 1.8232, loss: 1.8232, grad_norm: 5.3271 2021-02-05 03:07:51,121 - mmaction - INFO - Epoch [33][1000/3757] lr: 1.000e-02, eta: 2 days, 3:55:47, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.7828, loss_cls: 1.8357, loss: 1.8357, grad_norm: 5.3792 2021-02-05 03:08:00,061 - mmaction - INFO - Epoch [33][1020/3757] lr: 1.000e-02, eta: 2 days, 3:54:55, time: 0.447, data_time: 0.002, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7867, loss_cls: 1.8366, loss: 1.8366, grad_norm: 5.4492 2021-02-05 03:08:09,009 - mmaction - INFO - Epoch [33][1040/3757] lr: 1.000e-02, eta: 2 days, 3:54:02, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8109, loss_cls: 1.7672, loss: 1.7672, grad_norm: 5.2772 2021-02-05 03:08:17,945 - mmaction - INFO - Epoch [33][1060/3757] lr: 1.000e-02, eta: 2 days, 3:53:10, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7844, loss_cls: 1.8310, loss: 1.8310, grad_norm: 5.3981 2021-02-05 03:08:26,822 - mmaction - INFO - Epoch [33][1080/3757] lr: 1.000e-02, eta: 2 days, 3:52:17, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7898, loss_cls: 1.8401, loss: 1.8401, grad_norm: 5.3920 2021-02-05 03:08:35,717 - mmaction - INFO - Epoch [33][1100/3757] lr: 1.000e-02, eta: 2 days, 3:51:24, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8047, loss_cls: 1.7465, loss: 1.7465, grad_norm: 5.2999 2021-02-05 03:08:44,641 - mmaction - INFO - Epoch [33][1120/3757] lr: 1.000e-02, eta: 2 days, 3:50:31, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8023, loss_cls: 1.7998, loss: 1.7998, grad_norm: 5.3241 2021-02-05 03:08:53,563 - mmaction - INFO - Epoch [33][1140/3757] lr: 1.000e-02, eta: 2 days, 3:49:39, time: 0.445, data_time: 0.004, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7984, loss_cls: 1.8006, loss: 1.8006, grad_norm: 5.2819 2021-02-05 03:09:02,516 - mmaction - INFO - Epoch [33][1160/3757] lr: 1.000e-02, eta: 2 days, 3:48:47, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.7789, loss_cls: 1.8133, loss: 1.8133, grad_norm: 5.2746 2021-02-05 03:09:11,423 - mmaction - INFO - Epoch [33][1180/3757] lr: 1.000e-02, eta: 2 days, 3:47:54, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7867, loss_cls: 1.8546, loss: 1.8546, grad_norm: 5.4204 2021-02-05 03:09:20,335 - mmaction - INFO - Epoch [33][1200/3757] lr: 1.000e-02, eta: 2 days, 3:47:02, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7758, loss_cls: 1.9105, loss: 1.9105, grad_norm: 5.5087 2021-02-05 03:09:29,300 - mmaction - INFO - Epoch [33][1220/3757] lr: 1.000e-02, eta: 2 days, 3:46:10, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8000, loss_cls: 1.7768, loss: 1.7768, grad_norm: 5.2763 2021-02-05 03:09:38,223 - mmaction - INFO - Epoch [33][1240/3757] lr: 1.000e-02, eta: 2 days, 3:45:17, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5852, top5_acc: 0.7961, loss_cls: 1.7642, loss: 1.7642, grad_norm: 5.1840 2021-02-05 03:09:47,141 - mmaction - INFO - Epoch [33][1260/3757] lr: 1.000e-02, eta: 2 days, 3:44:25, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7742, loss_cls: 1.9139, loss: 1.9139, grad_norm: 5.2540 2021-02-05 03:09:56,098 - mmaction - INFO - Epoch [33][1280/3757] lr: 1.000e-02, eta: 2 days, 3:43:33, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7781, loss_cls: 1.8660, loss: 1.8660, grad_norm: 5.3382 2021-02-05 03:10:05,056 - mmaction - INFO - Epoch [33][1300/3757] lr: 1.000e-02, eta: 2 days, 3:42:41, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7828, loss_cls: 1.8689, loss: 1.8689, grad_norm: 5.2794 2021-02-05 03:10:13,936 - mmaction - INFO - Epoch [33][1320/3757] lr: 1.000e-02, eta: 2 days, 3:41:49, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7953, loss_cls: 1.8009, loss: 1.8009, grad_norm: 5.1572 2021-02-05 03:10:22,895 - mmaction - INFO - Epoch [33][1340/3757] lr: 1.000e-02, eta: 2 days, 3:40:57, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7992, loss_cls: 1.8196, loss: 1.8196, grad_norm: 5.1419 2021-02-05 03:10:31,790 - mmaction - INFO - Epoch [33][1360/3757] lr: 1.000e-02, eta: 2 days, 3:40:05, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7797, loss_cls: 1.9451, loss: 1.9451, grad_norm: 5.4536 2021-02-05 03:10:40,732 - mmaction - INFO - Epoch [33][1380/3757] lr: 1.000e-02, eta: 2 days, 3:39:13, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7953, loss_cls: 1.7858, loss: 1.7858, grad_norm: 5.2231 2021-02-05 03:10:49,637 - mmaction - INFO - Epoch [33][1400/3757] lr: 1.000e-02, eta: 2 days, 3:38:21, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7922, loss_cls: 1.8588, loss: 1.8588, grad_norm: 5.3886 2021-02-05 03:10:58,554 - mmaction - INFO - Epoch [33][1420/3757] lr: 1.000e-02, eta: 2 days, 3:37:29, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8086, loss_cls: 1.7524, loss: 1.7524, grad_norm: 5.3651 2021-02-05 03:11:07,450 - mmaction - INFO - Epoch [33][1440/3757] lr: 1.000e-02, eta: 2 days, 3:36:37, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.7953, loss_cls: 1.7565, loss: 1.7565, grad_norm: 5.3675 2021-02-05 03:11:16,318 - mmaction - INFO - Epoch [33][1460/3757] lr: 1.000e-02, eta: 2 days, 3:35:45, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8156, loss_cls: 1.7540, loss: 1.7540, grad_norm: 5.5616 2021-02-05 03:11:25,197 - mmaction - INFO - Epoch [33][1480/3757] lr: 1.000e-02, eta: 2 days, 3:34:53, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7906, loss_cls: 1.8379, loss: 1.8379, grad_norm: 5.1257 2021-02-05 03:11:34,159 - mmaction - INFO - Epoch [33][1500/3757] lr: 1.000e-02, eta: 2 days, 3:34:02, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7984, loss_cls: 1.7982, loss: 1.7982, grad_norm: 5.3329 2021-02-05 03:11:43,058 - mmaction - INFO - Epoch [33][1520/3757] lr: 1.000e-02, eta: 2 days, 3:33:10, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7961, loss_cls: 1.8527, loss: 1.8527, grad_norm: 5.3909 2021-02-05 03:11:51,942 - mmaction - INFO - Epoch [33][1540/3757] lr: 1.000e-02, eta: 2 days, 3:32:18, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8039, loss_cls: 1.7401, loss: 1.7401, grad_norm: 5.3493 2021-02-05 03:12:00,786 - mmaction - INFO - Epoch [33][1560/3757] lr: 1.000e-02, eta: 2 days, 3:31:26, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7977, loss_cls: 1.8107, loss: 1.8107, grad_norm: 5.3564 2021-02-05 03:12:09,708 - mmaction - INFO - Epoch [33][1580/3757] lr: 1.000e-02, eta: 2 days, 3:30:35, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7711, loss_cls: 1.9346, loss: 1.9346, grad_norm: 5.3604 2021-02-05 03:12:18,644 - mmaction - INFO - Epoch [33][1600/3757] lr: 1.000e-02, eta: 2 days, 3:29:43, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8039, loss_cls: 1.7171, loss: 1.7171, grad_norm: 5.0936 2021-02-05 03:12:27,555 - mmaction - INFO - Epoch [33][1620/3757] lr: 1.000e-02, eta: 2 days, 3:28:52, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7789, loss_cls: 1.8977, loss: 1.8977, grad_norm: 5.3963 2021-02-05 03:12:36,497 - mmaction - INFO - Epoch [33][1640/3757] lr: 1.000e-02, eta: 2 days, 3:28:01, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7836, loss_cls: 1.8887, loss: 1.8887, grad_norm: 5.4512 2021-02-05 03:12:45,386 - mmaction - INFO - Epoch [33][1660/3757] lr: 1.000e-02, eta: 2 days, 3:27:09, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7812, loss_cls: 1.8936, loss: 1.8936, grad_norm: 5.3039 2021-02-05 03:12:54,297 - mmaction - INFO - Epoch [33][1680/3757] lr: 1.000e-02, eta: 2 days, 3:26:18, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7898, loss_cls: 1.8664, loss: 1.8664, grad_norm: 5.3366 2021-02-05 03:13:03,153 - mmaction - INFO - Epoch [33][1700/3757] lr: 1.000e-02, eta: 2 days, 3:25:26, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.8008, loss_cls: 1.8584, loss: 1.8584, grad_norm: 5.4936 2021-02-05 03:13:12,055 - mmaction - INFO - Epoch [33][1720/3757] lr: 1.000e-02, eta: 2 days, 3:24:35, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7867, loss_cls: 1.8757, loss: 1.8757, grad_norm: 5.4444 2021-02-05 03:13:20,944 - mmaction - INFO - Epoch [33][1740/3757] lr: 1.000e-02, eta: 2 days, 3:23:43, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7844, loss_cls: 1.8322, loss: 1.8322, grad_norm: 5.1643 2021-02-05 03:13:29,784 - mmaction - INFO - Epoch [33][1760/3757] lr: 1.000e-02, eta: 2 days, 3:22:52, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8016, loss_cls: 1.7806, loss: 1.7806, grad_norm: 5.2821 2021-02-05 03:13:38,635 - mmaction - INFO - Epoch [33][1780/3757] lr: 1.000e-02, eta: 2 days, 3:22:00, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8242, loss_cls: 1.7103, loss: 1.7103, grad_norm: 5.3775 2021-02-05 03:13:47,555 - mmaction - INFO - Epoch [33][1800/3757] lr: 1.000e-02, eta: 2 days, 3:21:09, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7969, loss_cls: 1.8465, loss: 1.8465, grad_norm: 5.4351 2021-02-05 03:13:56,481 - mmaction - INFO - Epoch [33][1820/3757] lr: 1.000e-02, eta: 2 days, 3:20:18, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7727, loss_cls: 1.8880, loss: 1.8880, grad_norm: 5.3296 2021-02-05 03:14:05,414 - mmaction - INFO - Epoch [33][1840/3757] lr: 1.000e-02, eta: 2 days, 3:19:27, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5883, top5_acc: 0.7930, loss_cls: 1.7481, loss: 1.7481, grad_norm: 5.1585 2021-02-05 03:14:14,337 - mmaction - INFO - Epoch [33][1860/3757] lr: 1.000e-02, eta: 2 days, 3:18:37, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8187, loss_cls: 1.7749, loss: 1.7749, grad_norm: 5.3177 2021-02-05 03:14:23,300 - mmaction - INFO - Epoch [33][1880/3757] lr: 1.000e-02, eta: 2 days, 3:17:46, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.8023, loss_cls: 1.8129, loss: 1.8129, grad_norm: 5.4989 2021-02-05 03:14:32,122 - mmaction - INFO - Epoch [33][1900/3757] lr: 1.000e-02, eta: 2 days, 3:16:54, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8000, loss_cls: 1.8146, loss: 1.8146, grad_norm: 5.2534 2021-02-05 03:14:41,041 - mmaction - INFO - Epoch [33][1920/3757] lr: 1.000e-02, eta: 2 days, 3:16:04, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7984, loss_cls: 1.8207, loss: 1.8207, grad_norm: 5.2716 2021-02-05 03:14:49,906 - mmaction - INFO - Epoch [33][1940/3757] lr: 1.000e-02, eta: 2 days, 3:15:13, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7789, loss_cls: 1.9110, loss: 1.9110, grad_norm: 5.3428 2021-02-05 03:14:58,784 - mmaction - INFO - Epoch [33][1960/3757] lr: 1.000e-02, eta: 2 days, 3:14:22, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7883, loss_cls: 1.8429, loss: 1.8429, grad_norm: 5.3179 2021-02-05 03:15:07,744 - mmaction - INFO - Epoch [33][1980/3757] lr: 1.000e-02, eta: 2 days, 3:13:31, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8031, loss_cls: 1.7266, loss: 1.7266, grad_norm: 5.2760 2021-02-05 03:15:16,655 - mmaction - INFO - Epoch [33][2000/3757] lr: 1.000e-02, eta: 2 days, 3:12:41, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7898, loss_cls: 1.8147, loss: 1.8147, grad_norm: 5.4259 2021-02-05 03:15:25,559 - mmaction - INFO - Epoch [33][2020/3757] lr: 1.000e-02, eta: 2 days, 3:11:50, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7984, loss_cls: 1.7739, loss: 1.7739, grad_norm: 5.3728 2021-02-05 03:15:34,501 - mmaction - INFO - Epoch [33][2040/3757] lr: 1.000e-02, eta: 2 days, 3:11:00, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8102, loss_cls: 1.7995, loss: 1.7995, grad_norm: 5.4707 2021-02-05 03:15:43,391 - mmaction - INFO - Epoch [33][2060/3757] lr: 1.000e-02, eta: 2 days, 3:10:09, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7852, loss_cls: 1.8008, loss: 1.8008, grad_norm: 5.2822 2021-02-05 03:15:52,331 - mmaction - INFO - Epoch [33][2080/3757] lr: 1.000e-02, eta: 2 days, 3:09:19, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.7937, loss_cls: 1.8112, loss: 1.8112, grad_norm: 5.2592 2021-02-05 03:16:01,217 - mmaction - INFO - Epoch [33][2100/3757] lr: 1.000e-02, eta: 2 days, 3:08:28, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7906, loss_cls: 1.8284, loss: 1.8284, grad_norm: 5.2318 2021-02-05 03:16:10,187 - mmaction - INFO - Epoch [33][2120/3757] lr: 1.000e-02, eta: 2 days, 3:07:38, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7977, loss_cls: 1.8322, loss: 1.8322, grad_norm: 5.2379 2021-02-05 03:16:19,074 - mmaction - INFO - Epoch [33][2140/3757] lr: 1.000e-02, eta: 2 days, 3:06:47, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7766, loss_cls: 1.9161, loss: 1.9161, grad_norm: 5.5430 2021-02-05 03:16:27,965 - mmaction - INFO - Epoch [33][2160/3757] lr: 1.000e-02, eta: 2 days, 3:05:57, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7867, loss_cls: 1.9012, loss: 1.9012, grad_norm: 5.1259 2021-02-05 03:16:36,909 - mmaction - INFO - Epoch [33][2180/3757] lr: 1.000e-02, eta: 2 days, 3:05:07, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7672, loss_cls: 1.8960, loss: 1.8960, grad_norm: 5.1840 2021-02-05 03:16:45,880 - mmaction - INFO - Epoch [33][2200/3757] lr: 1.000e-02, eta: 2 days, 3:04:17, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8016, loss_cls: 1.7848, loss: 1.7848, grad_norm: 5.1600 2021-02-05 03:16:54,780 - mmaction - INFO - Epoch [33][2220/3757] lr: 1.000e-02, eta: 2 days, 3:03:27, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7930, loss_cls: 1.7747, loss: 1.7747, grad_norm: 5.2541 2021-02-05 03:17:03,687 - mmaction - INFO - Epoch [33][2240/3757] lr: 1.000e-02, eta: 2 days, 3:02:36, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.7970, loss: 1.7970, grad_norm: 5.2980 2021-02-05 03:17:12,597 - mmaction - INFO - Epoch [33][2260/3757] lr: 1.000e-02, eta: 2 days, 3:01:46, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7883, loss_cls: 1.8475, loss: 1.8475, grad_norm: 5.3223 2021-02-05 03:17:21,565 - mmaction - INFO - Epoch [33][2280/3757] lr: 1.000e-02, eta: 2 days, 3:00:57, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8016, loss_cls: 1.7315, loss: 1.7315, grad_norm: 5.1840 2021-02-05 03:17:30,475 - mmaction - INFO - Epoch [33][2300/3757] lr: 1.000e-02, eta: 2 days, 3:00:07, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7930, loss_cls: 1.7846, loss: 1.7846, grad_norm: 5.4344 2021-02-05 03:17:39,395 - mmaction - INFO - Epoch [33][2320/3757] lr: 1.000e-02, eta: 2 days, 2:59:17, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7891, loss_cls: 1.8678, loss: 1.8678, grad_norm: 5.3207 2021-02-05 03:17:48,323 - mmaction - INFO - Epoch [33][2340/3757] lr: 1.000e-02, eta: 2 days, 2:58:27, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7984, loss_cls: 1.8425, loss: 1.8425, grad_norm: 5.3764 2021-02-05 03:17:57,267 - mmaction - INFO - Epoch [33][2360/3757] lr: 1.000e-02, eta: 2 days, 2:57:37, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7852, loss_cls: 1.8380, loss: 1.8380, grad_norm: 5.1525 2021-02-05 03:18:06,172 - mmaction - INFO - Epoch [33][2380/3757] lr: 1.000e-02, eta: 2 days, 2:56:47, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7930, loss_cls: 1.8625, loss: 1.8625, grad_norm: 5.3021 2021-02-05 03:18:15,107 - mmaction - INFO - Epoch [33][2400/3757] lr: 1.000e-02, eta: 2 days, 2:55:57, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7898, loss_cls: 1.8517, loss: 1.8517, grad_norm: 5.4504 2021-02-05 03:18:23,968 - mmaction - INFO - Epoch [33][2420/3757] lr: 1.000e-02, eta: 2 days, 2:55:07, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7992, loss_cls: 1.8209, loss: 1.8209, grad_norm: 5.3270 2021-02-05 03:18:32,874 - mmaction - INFO - Epoch [33][2440/3757] lr: 1.000e-02, eta: 2 days, 2:54:18, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7867, loss_cls: 1.8319, loss: 1.8319, grad_norm: 5.3381 2021-02-05 03:18:41,779 - mmaction - INFO - Epoch [33][2460/3757] lr: 1.000e-02, eta: 2 days, 2:53:28, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7844, loss_cls: 1.8605, loss: 1.8605, grad_norm: 5.1500 2021-02-05 03:18:50,686 - mmaction - INFO - Epoch [33][2480/3757] lr: 1.000e-02, eta: 2 days, 2:52:38, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7961, loss_cls: 1.7929, loss: 1.7929, grad_norm: 5.3012 2021-02-05 03:18:59,584 - mmaction - INFO - Epoch [33][2500/3757] lr: 1.000e-02, eta: 2 days, 2:51:48, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7977, loss_cls: 1.7867, loss: 1.7867, grad_norm: 5.1420 2021-02-05 03:19:08,584 - mmaction - INFO - Epoch [33][2520/3757] lr: 1.000e-02, eta: 2 days, 2:50:59, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5367, top5_acc: 0.7758, loss_cls: 1.9403, loss: 1.9403, grad_norm: 5.4051 2021-02-05 03:19:17,453 - mmaction - INFO - Epoch [33][2540/3757] lr: 1.000e-02, eta: 2 days, 2:50:09, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7969, loss_cls: 1.8090, loss: 1.8090, grad_norm: 5.1622 2021-02-05 03:19:26,421 - mmaction - INFO - Epoch [33][2560/3757] lr: 1.000e-02, eta: 2 days, 2:49:20, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7984, loss_cls: 1.8019, loss: 1.8019, grad_norm: 5.4786 2021-02-05 03:19:35,310 - mmaction - INFO - Epoch [33][2580/3757] lr: 1.000e-02, eta: 2 days, 2:48:31, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7852, loss_cls: 1.8470, loss: 1.8470, grad_norm: 5.3087 2021-02-05 03:19:44,254 - mmaction - INFO - Epoch [33][2600/3757] lr: 1.000e-02, eta: 2 days, 2:47:42, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7773, loss_cls: 1.9724, loss: 1.9724, grad_norm: 5.4877 2021-02-05 03:19:53,132 - mmaction - INFO - Epoch [33][2620/3757] lr: 1.000e-02, eta: 2 days, 2:46:52, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9246, loss: 1.9246, grad_norm: 5.1964 2021-02-05 03:20:01,984 - mmaction - INFO - Epoch [33][2640/3757] lr: 1.000e-02, eta: 2 days, 2:46:02, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8086, loss_cls: 1.7344, loss: 1.7344, grad_norm: 5.0963 2021-02-05 03:20:10,969 - mmaction - INFO - Epoch [33][2660/3757] lr: 1.000e-02, eta: 2 days, 2:45:13, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8055, loss_cls: 1.7646, loss: 1.7646, grad_norm: 5.2543 2021-02-05 03:20:19,881 - mmaction - INFO - Epoch [33][2680/3757] lr: 1.000e-02, eta: 2 days, 2:44:24, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8008, loss_cls: 1.7701, loss: 1.7701, grad_norm: 5.2571 2021-02-05 03:20:28,800 - mmaction - INFO - Epoch [33][2700/3757] lr: 1.000e-02, eta: 2 days, 2:43:35, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7797, loss_cls: 1.8546, loss: 1.8546, grad_norm: 5.1689 2021-02-05 03:20:37,695 - mmaction - INFO - Epoch [33][2720/3757] lr: 1.000e-02, eta: 2 days, 2:42:46, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7695, loss_cls: 1.9066, loss: 1.9066, grad_norm: 5.3562 2021-02-05 03:20:46,635 - mmaction - INFO - Epoch [33][2740/3757] lr: 1.000e-02, eta: 2 days, 2:41:57, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7719, loss_cls: 1.9405, loss: 1.9405, grad_norm: 5.2484 2021-02-05 03:20:55,575 - mmaction - INFO - Epoch [33][2760/3757] lr: 1.000e-02, eta: 2 days, 2:41:08, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7742, loss_cls: 1.8835, loss: 1.8835, grad_norm: 5.3257 2021-02-05 03:21:04,554 - mmaction - INFO - Epoch [33][2780/3757] lr: 1.000e-02, eta: 2 days, 2:40:19, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8016, loss_cls: 1.7936, loss: 1.7936, grad_norm: 5.2398 2021-02-05 03:21:13,470 - mmaction - INFO - Epoch [33][2800/3757] lr: 1.000e-02, eta: 2 days, 2:39:30, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7961, loss_cls: 1.8437, loss: 1.8437, grad_norm: 5.2191 2021-02-05 03:21:22,395 - mmaction - INFO - Epoch [33][2820/3757] lr: 1.000e-02, eta: 2 days, 2:38:41, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7867, loss_cls: 1.8708, loss: 1.8708, grad_norm: 5.2726 2021-02-05 03:21:31,320 - mmaction - INFO - Epoch [33][2840/3757] lr: 1.000e-02, eta: 2 days, 2:37:52, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7883, loss_cls: 1.8160, loss: 1.8160, grad_norm: 5.1100 2021-02-05 03:21:40,221 - mmaction - INFO - Epoch [33][2860/3757] lr: 1.000e-02, eta: 2 days, 2:37:03, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8008, loss_cls: 1.7931, loss: 1.7931, grad_norm: 5.3073 2021-02-05 03:21:49,242 - mmaction - INFO - Epoch [33][2880/3757] lr: 1.000e-02, eta: 2 days, 2:36:15, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8023, loss_cls: 1.7868, loss: 1.7868, grad_norm: 5.0268 2021-02-05 03:21:58,093 - mmaction - INFO - Epoch [33][2900/3757] lr: 1.000e-02, eta: 2 days, 2:35:26, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7828, loss_cls: 1.8764, loss: 1.8764, grad_norm: 5.0696 2021-02-05 03:22:06,953 - mmaction - INFO - Epoch [33][2920/3757] lr: 1.000e-02, eta: 2 days, 2:34:37, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7805, loss_cls: 1.8700, loss: 1.8700, grad_norm: 5.2025 2021-02-05 03:22:15,871 - mmaction - INFO - Epoch [33][2940/3757] lr: 1.000e-02, eta: 2 days, 2:33:48, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7992, loss_cls: 1.7661, loss: 1.7661, grad_norm: 5.0906 2021-02-05 03:22:24,723 - mmaction - INFO - Epoch [33][2960/3757] lr: 1.000e-02, eta: 2 days, 2:32:59, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8055, loss_cls: 1.7163, loss: 1.7163, grad_norm: 5.1486 2021-02-05 03:22:33,668 - mmaction - INFO - Epoch [33][2980/3757] lr: 1.000e-02, eta: 2 days, 2:32:11, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7828, loss_cls: 1.8428, loss: 1.8428, grad_norm: 5.2163 2021-02-05 03:22:42,620 - mmaction - INFO - Epoch [33][3000/3757] lr: 1.000e-02, eta: 2 days, 2:31:22, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7836, loss_cls: 1.9234, loss: 1.9234, grad_norm: 5.2644 2021-02-05 03:22:51,665 - mmaction - INFO - Epoch [33][3020/3757] lr: 1.000e-02, eta: 2 days, 2:30:34, time: 0.453, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8063, loss_cls: 1.7708, loss: 1.7708, grad_norm: 5.1812 2021-02-05 03:23:00,666 - mmaction - INFO - Epoch [33][3040/3757] lr: 1.000e-02, eta: 2 days, 2:29:46, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8117, loss_cls: 1.8171, loss: 1.8171, grad_norm: 5.4302 2021-02-05 03:23:09,578 - mmaction - INFO - Epoch [33][3060/3757] lr: 1.000e-02, eta: 2 days, 2:28:58, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.8063, loss_cls: 1.8722, loss: 1.8722, grad_norm: 5.4982 2021-02-05 03:23:18,447 - mmaction - INFO - Epoch [33][3080/3757] lr: 1.000e-02, eta: 2 days, 2:28:09, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7977, loss_cls: 1.8088, loss: 1.8088, grad_norm: 5.1503 2021-02-05 03:23:27,334 - mmaction - INFO - Epoch [33][3100/3757] lr: 1.000e-02, eta: 2 days, 2:27:21, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7641, loss_cls: 1.9372, loss: 1.9372, grad_norm: 5.2962 2021-02-05 03:23:36,158 - mmaction - INFO - Epoch [33][3120/3757] lr: 1.000e-02, eta: 2 days, 2:26:32, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7867, loss_cls: 1.8309, loss: 1.8309, grad_norm: 5.2024 2021-02-05 03:23:45,027 - mmaction - INFO - Epoch [33][3140/3757] lr: 1.000e-02, eta: 2 days, 2:25:43, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7961, loss_cls: 1.8361, loss: 1.8361, grad_norm: 5.2947 2021-02-05 03:23:53,974 - mmaction - INFO - Epoch [33][3160/3757] lr: 1.000e-02, eta: 2 days, 2:24:55, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7734, loss_cls: 1.9078, loss: 1.9078, grad_norm: 5.2324 2021-02-05 03:24:02,830 - mmaction - INFO - Epoch [33][3180/3757] lr: 1.000e-02, eta: 2 days, 2:24:06, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7898, loss_cls: 1.8697, loss: 1.8697, grad_norm: 5.3328 2021-02-05 03:24:11,807 - mmaction - INFO - Epoch [33][3200/3757] lr: 1.000e-02, eta: 2 days, 2:23:18, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7633, loss_cls: 1.8596, loss: 1.8596, grad_norm: 5.1995 2021-02-05 03:24:20,683 - mmaction - INFO - Epoch [33][3220/3757] lr: 1.000e-02, eta: 2 days, 2:22:30, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7820, loss_cls: 1.9013, loss: 1.9013, grad_norm: 5.3533 2021-02-05 03:24:29,641 - mmaction - INFO - Epoch [33][3240/3757] lr: 1.000e-02, eta: 2 days, 2:21:42, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7992, loss_cls: 1.7928, loss: 1.7928, grad_norm: 5.3274 2021-02-05 03:24:38,525 - mmaction - INFO - Epoch [33][3260/3757] lr: 1.000e-02, eta: 2 days, 2:20:54, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8039, loss_cls: 1.7576, loss: 1.7576, grad_norm: 5.0982 2021-02-05 03:24:47,426 - mmaction - INFO - Epoch [33][3280/3757] lr: 1.000e-02, eta: 2 days, 2:20:06, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8148, loss_cls: 1.7333, loss: 1.7333, grad_norm: 5.2403 2021-02-05 03:24:56,281 - mmaction - INFO - Epoch [33][3300/3757] lr: 1.000e-02, eta: 2 days, 2:19:17, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5586, top5_acc: 0.8016, loss_cls: 1.8090, loss: 1.8090, grad_norm: 5.5226 2021-02-05 03:25:05,260 - mmaction - INFO - Epoch [33][3320/3757] lr: 1.000e-02, eta: 2 days, 2:18:30, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5930, top5_acc: 0.7992, loss_cls: 1.7079, loss: 1.7079, grad_norm: 5.1011 2021-02-05 03:25:14,087 - mmaction - INFO - Epoch [33][3340/3757] lr: 1.000e-02, eta: 2 days, 2:17:41, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5352, top5_acc: 0.7844, loss_cls: 1.9525, loss: 1.9525, grad_norm: 5.3455 2021-02-05 03:25:23,044 - mmaction - INFO - Epoch [33][3360/3757] lr: 1.000e-02, eta: 2 days, 2:16:54, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7742, loss_cls: 1.9374, loss: 1.9374, grad_norm: 5.3972 2021-02-05 03:25:31,971 - mmaction - INFO - Epoch [33][3380/3757] lr: 1.000e-02, eta: 2 days, 2:16:06, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7719, loss_cls: 1.8917, loss: 1.8917, grad_norm: 5.5393 2021-02-05 03:25:40,922 - mmaction - INFO - Epoch [33][3400/3757] lr: 1.000e-02, eta: 2 days, 2:15:18, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7969, loss_cls: 1.8096, loss: 1.8096, grad_norm: 5.2960 2021-02-05 03:25:49,879 - mmaction - INFO - Epoch [33][3420/3757] lr: 1.000e-02, eta: 2 days, 2:14:31, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7867, loss_cls: 1.8449, loss: 1.8449, grad_norm: 5.3870 2021-02-05 03:25:58,740 - mmaction - INFO - Epoch [33][3440/3757] lr: 1.000e-02, eta: 2 days, 2:13:43, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7937, loss_cls: 1.8181, loss: 1.8181, grad_norm: 5.2199 2021-02-05 03:26:07,635 - mmaction - INFO - Epoch [33][3460/3757] lr: 1.000e-02, eta: 2 days, 2:12:55, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8039, loss_cls: 1.7468, loss: 1.7468, grad_norm: 5.1502 2021-02-05 03:26:16,571 - mmaction - INFO - Epoch [33][3480/3757] lr: 1.000e-02, eta: 2 days, 2:12:07, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8063, loss_cls: 1.7125, loss: 1.7125, grad_norm: 5.2379 2021-02-05 03:26:25,490 - mmaction - INFO - Epoch [33][3500/3757] lr: 1.000e-02, eta: 2 days, 2:11:19, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8039, loss_cls: 1.7510, loss: 1.7510, grad_norm: 5.3191 2021-02-05 03:26:34,418 - mmaction - INFO - Epoch [33][3520/3757] lr: 1.000e-02, eta: 2 days, 2:10:32, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7969, loss_cls: 1.8657, loss: 1.8657, grad_norm: 5.4575 2021-02-05 03:26:43,317 - mmaction - INFO - Epoch [33][3540/3757] lr: 1.000e-02, eta: 2 days, 2:09:44, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7984, loss_cls: 1.8449, loss: 1.8449, grad_norm: 5.4757 2021-02-05 03:26:52,268 - mmaction - INFO - Epoch [33][3560/3757] lr: 1.000e-02, eta: 2 days, 2:08:57, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8203, loss_cls: 1.7046, loss: 1.7046, grad_norm: 5.1707 2021-02-05 03:27:01,234 - mmaction - INFO - Epoch [33][3580/3757] lr: 1.000e-02, eta: 2 days, 2:08:10, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7883, loss_cls: 1.8695, loss: 1.8695, grad_norm: 5.2946 2021-02-05 03:27:10,102 - mmaction - INFO - Epoch [33][3600/3757] lr: 1.000e-02, eta: 2 days, 2:07:22, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7867, loss_cls: 1.8684, loss: 1.8684, grad_norm: 5.3261 2021-02-05 03:27:18,987 - mmaction - INFO - Epoch [33][3620/3757] lr: 1.000e-02, eta: 2 days, 2:06:34, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7656, loss_cls: 1.9558, loss: 1.9558, grad_norm: 5.4049 2021-02-05 03:27:27,868 - mmaction - INFO - Epoch [33][3640/3757] lr: 1.000e-02, eta: 2 days, 2:05:47, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7859, loss_cls: 1.8531, loss: 1.8531, grad_norm: 5.2895 2021-02-05 03:27:36,749 - mmaction - INFO - Epoch [33][3660/3757] lr: 1.000e-02, eta: 2 days, 2:04:59, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7930, loss_cls: 1.8176, loss: 1.8176, grad_norm: 5.2103 2021-02-05 03:27:45,772 - mmaction - INFO - Epoch [33][3680/3757] lr: 1.000e-02, eta: 2 days, 2:04:13, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7836, loss_cls: 1.9258, loss: 1.9258, grad_norm: 5.3668 2021-02-05 03:27:54,659 - mmaction - INFO - Epoch [33][3700/3757] lr: 1.000e-02, eta: 2 days, 2:03:25, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8788, loss: 1.8788, grad_norm: 5.2654 2021-02-05 03:28:03,531 - mmaction - INFO - Epoch [33][3720/3757] lr: 1.000e-02, eta: 2 days, 2:02:38, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.8086, loss_cls: 1.8079, loss: 1.8079, grad_norm: 5.1087 2021-02-05 03:28:12,437 - mmaction - INFO - Epoch [33][3740/3757] lr: 1.000e-02, eta: 2 days, 2:01:50, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7914, loss_cls: 1.8189, loss: 1.8189, grad_norm: 5.1632 2021-02-05 03:28:23,525 - mmaction - INFO - Saving checkpoint at 33 epochs 2021-02-05 03:28:52,470 - mmaction - INFO - Epoch [34][20/3757] lr: 1.000e-02, eta: 2 days, 2:01:36, time: 1.424, data_time: 0.929, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8094, loss_cls: 1.7892, loss: 1.7892, grad_norm: 5.1224 2021-02-05 03:29:01,385 - mmaction - INFO - Epoch [34][40/3757] lr: 1.000e-02, eta: 2 days, 2:00:49, time: 0.446, data_time: 0.004, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7859, loss_cls: 1.8666, loss: 1.8666, grad_norm: 5.3018 2021-02-05 03:29:10,271 - mmaction - INFO - Epoch [34][60/3757] lr: 1.000e-02, eta: 2 days, 2:00:02, time: 0.445, data_time: 0.003, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8219, loss_cls: 1.7036, loss: 1.7036, grad_norm: 5.0327 2021-02-05 03:29:19,150 - mmaction - INFO - Epoch [34][80/3757] lr: 1.000e-02, eta: 2 days, 1:59:14, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7953, loss_cls: 1.7822, loss: 1.7822, grad_norm: 5.2214 2021-02-05 03:29:28,066 - mmaction - INFO - Epoch [34][100/3757] lr: 1.000e-02, eta: 2 days, 1:58:27, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8250, loss_cls: 1.6579, loss: 1.6579, grad_norm: 5.1243 2021-02-05 03:29:36,924 - mmaction - INFO - Epoch [34][120/3757] lr: 1.000e-02, eta: 2 days, 1:57:40, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7859, loss_cls: 1.8406, loss: 1.8406, grad_norm: 5.2327 2021-02-05 03:29:45,811 - mmaction - INFO - Epoch [34][140/3757] lr: 1.000e-02, eta: 2 days, 1:56:53, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8281, loss_cls: 1.6965, loss: 1.6965, grad_norm: 5.2688 2021-02-05 03:29:54,742 - mmaction - INFO - Epoch [34][160/3757] lr: 1.000e-02, eta: 2 days, 1:56:06, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6047, top5_acc: 0.8195, loss_cls: 1.6495, loss: 1.6495, grad_norm: 5.2740 2021-02-05 03:30:03,674 - mmaction - INFO - Epoch [34][180/3757] lr: 1.000e-02, eta: 2 days, 1:55:19, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8141, loss_cls: 1.7520, loss: 1.7520, grad_norm: 5.3559 2021-02-05 03:30:12,530 - mmaction - INFO - Epoch [34][200/3757] lr: 1.000e-02, eta: 2 days, 1:54:32, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8047, loss_cls: 1.7561, loss: 1.7561, grad_norm: 5.4008 2021-02-05 03:30:21,449 - mmaction - INFO - Epoch [34][220/3757] lr: 1.000e-02, eta: 2 days, 1:53:45, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7969, loss_cls: 1.8557, loss: 1.8557, grad_norm: 5.4117 2021-02-05 03:30:30,332 - mmaction - INFO - Epoch [34][240/3757] lr: 1.000e-02, eta: 2 days, 1:52:58, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8047, loss_cls: 1.7958, loss: 1.7958, grad_norm: 5.5621 2021-02-05 03:30:39,280 - mmaction - INFO - Epoch [34][260/3757] lr: 1.000e-02, eta: 2 days, 1:52:12, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7953, loss_cls: 1.7700, loss: 1.7700, grad_norm: 5.4717 2021-02-05 03:30:48,207 - mmaction - INFO - Epoch [34][280/3757] lr: 1.000e-02, eta: 2 days, 1:51:25, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7930, loss_cls: 1.8175, loss: 1.8175, grad_norm: 5.2915 2021-02-05 03:30:57,083 - mmaction - INFO - Epoch [34][300/3757] lr: 1.000e-02, eta: 2 days, 1:50:38, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8055, loss_cls: 1.8155, loss: 1.8155, grad_norm: 5.4425 2021-02-05 03:31:05,907 - mmaction - INFO - Epoch [34][320/3757] lr: 1.000e-02, eta: 2 days, 1:49:51, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7891, loss_cls: 1.8529, loss: 1.8529, grad_norm: 5.3667 2021-02-05 03:31:14,929 - mmaction - INFO - Epoch [34][340/3757] lr: 1.000e-02, eta: 2 days, 1:49:05, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.8055, loss_cls: 1.7825, loss: 1.7825, grad_norm: 5.2443 2021-02-05 03:31:23,845 - mmaction - INFO - Epoch [34][360/3757] lr: 1.000e-02, eta: 2 days, 1:48:19, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7820, loss_cls: 1.8449, loss: 1.8449, grad_norm: 5.3217 2021-02-05 03:31:32,742 - mmaction - INFO - Epoch [34][380/3757] lr: 1.000e-02, eta: 2 days, 1:47:32, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8023, loss_cls: 1.7576, loss: 1.7576, grad_norm: 5.1189 2021-02-05 03:31:41,685 - mmaction - INFO - Epoch [34][400/3757] lr: 1.000e-02, eta: 2 days, 1:46:46, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7820, loss_cls: 1.8354, loss: 1.8354, grad_norm: 5.1901 2021-02-05 03:31:50,677 - mmaction - INFO - Epoch [34][420/3757] lr: 1.000e-02, eta: 2 days, 1:46:00, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7742, loss_cls: 1.8986, loss: 1.8986, grad_norm: 5.2275 2021-02-05 03:31:59,569 - mmaction - INFO - Epoch [34][440/3757] lr: 1.000e-02, eta: 2 days, 1:45:13, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6078, top5_acc: 0.8258, loss_cls: 1.6504, loss: 1.6504, grad_norm: 5.0009 2021-02-05 03:32:08,563 - mmaction - INFO - Epoch [34][460/3757] lr: 1.000e-02, eta: 2 days, 1:44:27, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7891, loss_cls: 1.8005, loss: 1.8005, grad_norm: 5.3587 2021-02-05 03:32:17,535 - mmaction - INFO - Epoch [34][480/3757] lr: 1.000e-02, eta: 2 days, 1:43:41, time: 0.449, data_time: 0.003, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7953, loss_cls: 1.8192, loss: 1.8192, grad_norm: 5.3375 2021-02-05 03:32:26,447 - mmaction - INFO - Epoch [34][500/3757] lr: 1.000e-02, eta: 2 days, 1:42:55, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8313, loss_cls: 1.6550, loss: 1.6550, grad_norm: 5.1998 2021-02-05 03:32:35,435 - mmaction - INFO - Epoch [34][520/3757] lr: 1.000e-02, eta: 2 days, 1:42:09, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8672, loss: 1.8672, grad_norm: 5.3862 2021-02-05 03:32:44,340 - mmaction - INFO - Epoch [34][540/3757] lr: 1.000e-02, eta: 2 days, 1:41:23, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8063, loss_cls: 1.7803, loss: 1.7803, grad_norm: 5.2568 2021-02-05 03:32:53,218 - mmaction - INFO - Epoch [34][560/3757] lr: 1.000e-02, eta: 2 days, 1:40:37, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.8016, loss_cls: 1.8850, loss: 1.8850, grad_norm: 5.6011 2021-02-05 03:33:14,817 - mmaction - INFO - Epoch [34][580/3757] lr: 1.000e-02, eta: 2 days, 1:41:06, time: 1.080, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7992, loss_cls: 1.8075, loss: 1.8075, grad_norm: 5.2792 2021-02-05 03:33:23,603 - mmaction - INFO - Epoch [34][600/3757] lr: 1.000e-02, eta: 2 days, 1:40:19, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8063, loss_cls: 1.7806, loss: 1.7806, grad_norm: 5.3072 2021-02-05 03:33:32,526 - mmaction - INFO - Epoch [34][620/3757] lr: 1.000e-02, eta: 2 days, 1:39:33, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7953, loss_cls: 1.8410, loss: 1.8410, grad_norm: 5.2207 2021-02-05 03:33:41,422 - mmaction - INFO - Epoch [34][640/3757] lr: 1.000e-02, eta: 2 days, 1:38:47, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7797, loss_cls: 1.9106, loss: 1.9106, grad_norm: 5.5092 2021-02-05 03:33:59,729 - mmaction - INFO - Epoch [34][660/3757] lr: 1.000e-02, eta: 2 days, 1:38:57, time: 0.915, data_time: 0.000, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7914, loss_cls: 1.8178, loss: 1.8178, grad_norm: 5.3183 2021-02-05 03:34:08,542 - mmaction - INFO - Epoch [34][680/3757] lr: 1.000e-02, eta: 2 days, 1:38:11, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7797, loss_cls: 1.8647, loss: 1.8647, grad_norm: 5.1617 2021-02-05 03:34:17,505 - mmaction - INFO - Epoch [34][700/3757] lr: 1.000e-02, eta: 2 days, 1:37:25, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8156, loss_cls: 1.7398, loss: 1.7398, grad_norm: 5.3695 2021-02-05 03:34:26,420 - mmaction - INFO - Epoch [34][720/3757] lr: 1.000e-02, eta: 2 days, 1:36:39, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7984, loss_cls: 1.7550, loss: 1.7550, grad_norm: 5.3012 2021-02-05 03:34:35,335 - mmaction - INFO - Epoch [34][740/3757] lr: 1.000e-02, eta: 2 days, 1:35:53, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8078, loss_cls: 1.7547, loss: 1.7547, grad_norm: 5.3032 2021-02-05 03:34:44,195 - mmaction - INFO - Epoch [34][760/3757] lr: 1.000e-02, eta: 2 days, 1:35:07, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7961, loss_cls: 1.7683, loss: 1.7683, grad_norm: 5.0845 2021-02-05 03:34:53,126 - mmaction - INFO - Epoch [34][780/3757] lr: 1.000e-02, eta: 2 days, 1:34:21, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8023, loss_cls: 1.8032, loss: 1.8032, grad_norm: 5.2745 2021-02-05 03:35:02,034 - mmaction - INFO - Epoch [34][800/3757] lr: 1.000e-02, eta: 2 days, 1:33:35, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8195, loss_cls: 1.6809, loss: 1.6809, grad_norm: 5.1505 2021-02-05 03:35:10,898 - mmaction - INFO - Epoch [34][820/3757] lr: 1.000e-02, eta: 2 days, 1:32:49, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7945, loss_cls: 1.8396, loss: 1.8396, grad_norm: 5.4046 2021-02-05 03:35:20,842 - mmaction - INFO - Epoch [34][840/3757] lr: 1.000e-02, eta: 2 days, 1:32:09, time: 0.497, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8039, loss_cls: 1.7434, loss: 1.7434, grad_norm: 5.3922 2021-02-05 03:35:50,774 - mmaction - INFO - Epoch [34][860/3757] lr: 1.000e-02, eta: 2 days, 1:33:28, time: 1.496, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.7961, loss_cls: 1.7776, loss: 1.7776, grad_norm: 5.2150 2021-02-05 03:36:25,894 - mmaction - INFO - Epoch [34][880/3757] lr: 1.000e-02, eta: 2 days, 1:35:18, time: 1.757, data_time: 1.307, memory: 7141, top1_acc: 0.6094, top5_acc: 0.8078, loss_cls: 1.7097, loss: 1.7097, grad_norm: 5.4277 2021-02-05 03:36:59,381 - mmaction - INFO - Epoch [34][900/3757] lr: 1.000e-02, eta: 2 days, 1:36:59, time: 1.674, data_time: 1.229, memory: 7141, top1_acc: 0.5539, top5_acc: 0.8094, loss_cls: 1.8097, loss: 1.8097, grad_norm: 5.4012 2021-02-05 03:38:04,157 - mmaction - INFO - Epoch [34][920/3757] lr: 1.000e-02, eta: 2 days, 1:41:44, time: 3.239, data_time: 2.796, memory: 7141, top1_acc: 0.5531, top5_acc: 0.8000, loss_cls: 1.8652, loss: 1.8652, grad_norm: 5.4882 2021-02-05 03:38:40,543 - mmaction - INFO - Epoch [34][940/3757] lr: 1.000e-02, eta: 2 days, 1:43:41, time: 1.819, data_time: 0.558, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8070, loss_cls: 1.7702, loss: 1.7702, grad_norm: 5.1932 2021-02-05 03:40:19,683 - mmaction - INFO - Epoch [34][960/3757] lr: 1.000e-02, eta: 2 days, 1:51:50, time: 4.957, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8117, loss_cls: 1.7310, loss: 1.7310, grad_norm: 5.1794 2021-02-05 03:41:34,476 - mmaction - INFO - Epoch [34][980/3757] lr: 1.000e-02, eta: 2 days, 1:57:34, time: 3.740, data_time: 1.222, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7898, loss_cls: 1.9062, loss: 1.9062, grad_norm: 5.4654 2021-02-05 03:42:50,649 - mmaction - INFO - Epoch [34][1000/3757] lr: 1.000e-02, eta: 2 days, 2:03:26, time: 3.809, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8094, loss_cls: 1.7364, loss: 1.7364, grad_norm: 5.2735 2021-02-05 03:43:46,665 - mmaction - INFO - Epoch [34][1020/3757] lr: 1.000e-02, eta: 2 days, 2:07:18, time: 2.800, data_time: 1.389, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8195, loss_cls: 1.7314, loss: 1.7314, grad_norm: 5.1946 2021-02-05 03:44:45,594 - mmaction - INFO - Epoch [34][1040/3757] lr: 1.000e-02, eta: 2 days, 2:11:27, time: 2.946, data_time: 1.075, memory: 7141, top1_acc: 0.6023, top5_acc: 0.8078, loss_cls: 1.6567, loss: 1.6567, grad_norm: 5.0119 2021-02-05 03:45:47,788 - mmaction - INFO - Epoch [34][1060/3757] lr: 1.000e-02, eta: 2 days, 2:15:56, time: 3.110, data_time: 2.664, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8078, loss_cls: 1.7777, loss: 1.7777, grad_norm: 5.4107 2021-02-05 03:46:39,528 - mmaction - INFO - Epoch [34][1080/3757] lr: 1.000e-02, eta: 2 days, 2:19:22, time: 2.587, data_time: 1.161, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8008, loss_cls: 1.8067, loss: 1.8067, grad_norm: 5.3164 2021-02-05 03:47:36,379 - mmaction - INFO - Epoch [34][1100/3757] lr: 1.000e-02, eta: 2 days, 2:23:18, time: 2.843, data_time: 1.262, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7984, loss_cls: 1.8118, loss: 1.8118, grad_norm: 5.2740 2021-02-05 03:49:03,516 - mmaction - INFO - Epoch [34][1120/3757] lr: 1.000e-02, eta: 2 days, 2:30:12, time: 4.357, data_time: 2.677, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8039, loss_cls: 1.7349, loss: 1.7349, grad_norm: 5.3292 2021-02-05 03:49:55,240 - mmaction - INFO - Epoch [34][1140/3757] lr: 1.000e-02, eta: 2 days, 2:33:37, time: 2.586, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8063, loss_cls: 1.8135, loss: 1.8135, grad_norm: 5.2467 2021-02-05 03:50:48,357 - mmaction - INFO - Epoch [34][1160/3757] lr: 1.000e-02, eta: 2 days, 2:37:10, time: 2.656, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.8448, loss: 1.8448, grad_norm: 5.6625 2021-02-05 03:51:49,652 - mmaction - INFO - Epoch [34][1180/3757] lr: 1.000e-02, eta: 2 days, 2:41:31, time: 3.065, data_time: 2.537, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7937, loss_cls: 1.8280, loss: 1.8280, grad_norm: 5.2699 2021-02-05 03:52:46,140 - mmaction - INFO - Epoch [34][1200/3757] lr: 1.000e-02, eta: 2 days, 2:45:24, time: 2.824, data_time: 0.001, memory: 7141, top1_acc: 0.6070, top5_acc: 0.8172, loss_cls: 1.7329, loss: 1.7329, grad_norm: 5.2286 2021-02-05 03:54:06,961 - mmaction - INFO - Epoch [34][1220/3757] lr: 1.000e-02, eta: 2 days, 2:51:39, time: 4.041, data_time: 1.155, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7961, loss_cls: 1.8225, loss: 1.8225, grad_norm: 5.3357 2021-02-05 03:55:29,596 - mmaction - INFO - Epoch [34][1240/3757] lr: 1.000e-02, eta: 2 days, 2:58:05, time: 4.132, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7828, loss_cls: 1.8624, loss: 1.8624, grad_norm: 5.2960 2021-02-05 03:56:27,202 - mmaction - INFO - Epoch [34][1260/3757] lr: 1.000e-02, eta: 2 days, 3:02:02, time: 2.880, data_time: 1.226, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7969, loss_cls: 1.8085, loss: 1.8085, grad_norm: 5.3590 2021-02-05 03:57:09,389 - mmaction - INFO - Epoch [34][1280/3757] lr: 1.000e-02, eta: 2 days, 3:04:30, time: 2.110, data_time: 0.899, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7805, loss_cls: 1.9187, loss: 1.9187, grad_norm: 5.1913 2021-02-05 03:57:55,685 - mmaction - INFO - Epoch [34][1300/3757] lr: 1.000e-02, eta: 2 days, 3:07:21, time: 2.315, data_time: 1.872, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7828, loss_cls: 1.8717, loss: 1.8717, grad_norm: 5.2058 2021-02-05 03:59:05,781 - mmaction - INFO - Epoch [34][1320/3757] lr: 1.000e-02, eta: 2 days, 3:12:31, time: 3.505, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7961, loss_cls: 1.8353, loss: 1.8353, grad_norm: 5.1674 2021-02-05 03:59:59,878 - mmaction - INFO - Epoch [34][1340/3757] lr: 1.000e-02, eta: 2 days, 3:16:07, time: 2.705, data_time: 0.008, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7797, loss_cls: 1.9433, loss: 1.9433, grad_norm: 5.4536 2021-02-05 04:00:56,553 - mmaction - INFO - Epoch [34][1360/3757] lr: 1.000e-02, eta: 2 days, 3:19:59, time: 2.834, data_time: 1.307, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8031, loss_cls: 1.7204, loss: 1.7204, grad_norm: 5.2905 2021-02-05 04:02:34,106 - mmaction - INFO - Epoch [34][1380/3757] lr: 1.000e-02, eta: 2 days, 3:27:49, time: 4.877, data_time: 2.152, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8070, loss_cls: 1.7793, loss: 1.7793, grad_norm: 5.1965 2021-02-05 04:03:52,868 - mmaction - INFO - Epoch [34][1400/3757] lr: 1.000e-02, eta: 2 days, 3:33:49, time: 3.939, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8211, loss_cls: 1.6989, loss: 1.6989, grad_norm: 5.1815 2021-02-05 04:05:22,378 - mmaction - INFO - Epoch [34][1420/3757] lr: 1.000e-02, eta: 2 days, 3:40:52, time: 4.475, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8031, loss_cls: 1.7758, loss: 1.7758, grad_norm: 5.2475 2021-02-05 04:07:12,480 - mmaction - INFO - Epoch [34][1440/3757] lr: 1.000e-02, eta: 2 days, 3:49:54, time: 5.505, data_time: 3.750, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8109, loss_cls: 1.7397, loss: 1.7397, grad_norm: 5.4015 2021-02-05 04:08:18,822 - mmaction - INFO - Epoch [34][1460/3757] lr: 1.000e-02, eta: 2 days, 3:54:40, time: 3.317, data_time: 2.878, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7977, loss_cls: 1.7956, loss: 1.7956, grad_norm: 5.4102 2021-02-05 04:09:37,103 - mmaction - INFO - Epoch [34][1480/3757] lr: 1.000e-02, eta: 2 days, 4:00:35, time: 3.915, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.8039, loss_cls: 1.8075, loss: 1.8075, grad_norm: 5.4902 2021-02-05 04:10:41,760 - mmaction - INFO - Epoch [34][1500/3757] lr: 1.000e-02, eta: 2 days, 4:05:11, time: 3.233, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8039, loss_cls: 1.8066, loss: 1.8066, grad_norm: 5.3731 2021-02-05 04:11:58,062 - mmaction - INFO - Epoch [34][1520/3757] lr: 1.000e-02, eta: 2 days, 4:10:54, time: 3.814, data_time: 1.810, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8039, loss_cls: 1.8068, loss: 1.8068, grad_norm: 5.3810 2021-02-05 04:13:10,324 - mmaction - INFO - Epoch [34][1540/3757] lr: 1.000e-02, eta: 2 days, 4:16:13, time: 3.614, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8008, loss_cls: 1.7577, loss: 1.7577, grad_norm: 5.3384 2021-02-05 04:14:48,247 - mmaction - INFO - Epoch [34][1560/3757] lr: 1.000e-02, eta: 2 days, 4:24:01, time: 4.896, data_time: 1.694, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8219, loss_cls: 1.7176, loss: 1.7176, grad_norm: 5.2534 2021-02-05 04:15:49,982 - mmaction - INFO - Epoch [34][1580/3757] lr: 1.000e-02, eta: 2 days, 4:28:18, time: 3.087, data_time: 1.494, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7852, loss_cls: 1.9038, loss: 1.9038, grad_norm: 5.3345 2021-02-05 04:17:05,054 - mmaction - INFO - Epoch [34][1600/3757] lr: 1.000e-02, eta: 2 days, 4:33:52, time: 3.754, data_time: 2.861, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7969, loss_cls: 1.8425, loss: 1.8425, grad_norm: 5.0792 2021-02-05 04:17:50,766 - mmaction - INFO - Epoch [34][1620/3757] lr: 1.000e-02, eta: 2 days, 4:36:35, time: 2.286, data_time: 1.090, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7961, loss_cls: 1.7919, loss: 1.7919, grad_norm: 5.1895 2021-02-05 04:18:55,375 - mmaction - INFO - Epoch [34][1640/3757] lr: 1.000e-02, eta: 2 days, 4:41:08, time: 3.230, data_time: 1.566, memory: 7141, top1_acc: 0.5594, top5_acc: 0.8055, loss_cls: 1.8395, loss: 1.8395, grad_norm: 5.4012 2021-02-05 04:20:14,271 - mmaction - INFO - Epoch [34][1660/3757] lr: 1.000e-02, eta: 2 days, 4:47:04, time: 3.945, data_time: 1.499, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7867, loss_cls: 1.8329, loss: 1.8329, grad_norm: 5.1611 2021-02-05 04:21:16,010 - mmaction - INFO - Epoch [34][1680/3757] lr: 1.000e-02, eta: 2 days, 4:51:19, time: 3.087, data_time: 1.592, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7945, loss_cls: 1.8013, loss: 1.8013, grad_norm: 5.4673 2021-02-05 04:22:26,334 - mmaction - INFO - Epoch [34][1700/3757] lr: 1.000e-02, eta: 2 days, 4:56:24, time: 3.516, data_time: 1.276, memory: 7141, top1_acc: 0.5516, top5_acc: 0.8148, loss_cls: 1.8153, loss: 1.8153, grad_norm: 5.3742 2021-02-05 04:23:39,452 - mmaction - INFO - Epoch [34][1720/3757] lr: 1.000e-02, eta: 2 days, 5:01:45, time: 3.656, data_time: 1.265, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8070, loss_cls: 1.8225, loss: 1.8225, grad_norm: 5.4894 2021-02-05 04:24:45,566 - mmaction - INFO - Epoch [34][1740/3757] lr: 1.000e-02, eta: 2 days, 5:06:25, time: 3.305, data_time: 1.611, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7836, loss_cls: 1.8306, loss: 1.8306, grad_norm: 5.3743 2021-02-05 04:25:13,773 - mmaction - INFO - Epoch [34][1760/3757] lr: 1.000e-02, eta: 2 days, 5:07:24, time: 1.411, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7891, loss_cls: 1.8256, loss: 1.8256, grad_norm: 5.3363 2021-02-05 04:26:32,790 - mmaction - INFO - Epoch [34][1780/3757] lr: 1.000e-02, eta: 2 days, 5:13:18, time: 3.951, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8063, loss_cls: 1.7788, loss: 1.7788, grad_norm: 5.1985 2021-02-05 04:27:53,581 - mmaction - INFO - Epoch [34][1800/3757] lr: 1.000e-02, eta: 2 days, 5:19:22, time: 4.040, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8039, loss_cls: 1.7445, loss: 1.7445, grad_norm: 5.2238 2021-02-05 04:28:47,674 - mmaction - INFO - Epoch [34][1820/3757] lr: 1.000e-02, eta: 2 days, 5:22:51, time: 2.705, data_time: 2.105, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8047, loss_cls: 1.7333, loss: 1.7333, grad_norm: 5.3562 2021-02-05 04:29:44,532 - mmaction - INFO - Epoch [34][1840/3757] lr: 1.000e-02, eta: 2 days, 5:26:36, time: 2.842, data_time: 0.091, memory: 7141, top1_acc: 0.5938, top5_acc: 0.7969, loss_cls: 1.7566, loss: 1.7566, grad_norm: 5.2618 2021-02-05 04:30:28,686 - mmaction - INFO - Epoch [34][1860/3757] lr: 1.000e-02, eta: 2 days, 5:29:07, time: 2.208, data_time: 1.143, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7844, loss_cls: 1.8262, loss: 1.8262, grad_norm: 5.1419 2021-02-05 04:31:27,331 - mmaction - INFO - Epoch [34][1880/3757] lr: 1.000e-02, eta: 2 days, 5:33:02, time: 2.932, data_time: 1.496, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7805, loss_cls: 1.8838, loss: 1.8838, grad_norm: 5.2848 2021-02-05 04:32:23,967 - mmaction - INFO - Epoch [34][1900/3757] lr: 1.000e-02, eta: 2 days, 5:36:44, time: 2.832, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8078, loss_cls: 1.7374, loss: 1.7374, grad_norm: 5.2894 2021-02-05 04:33:21,080 - mmaction - INFO - Epoch [34][1920/3757] lr: 1.000e-02, eta: 2 days, 5:40:29, time: 2.856, data_time: 2.415, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7930, loss_cls: 1.7942, loss: 1.7942, grad_norm: 5.4182 2021-02-05 04:33:52,979 - mmaction - INFO - Epoch [34][1940/3757] lr: 1.000e-02, eta: 2 days, 5:41:49, time: 1.594, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7930, loss_cls: 1.8564, loss: 1.8564, grad_norm: 5.5342 2021-02-05 04:35:13,270 - mmaction - INFO - Epoch [34][1960/3757] lr: 1.000e-02, eta: 2 days, 5:47:47, time: 4.015, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7867, loss_cls: 1.8863, loss: 1.8863, grad_norm: 5.2937 2021-02-05 04:35:48,480 - mmaction - INFO - Epoch [34][1980/3757] lr: 1.000e-02, eta: 2 days, 5:49:25, time: 1.760, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7898, loss_cls: 1.9053, loss: 1.9053, grad_norm: 5.3936 2021-02-05 04:37:03,664 - mmaction - INFO - Epoch [34][2000/3757] lr: 1.000e-02, eta: 2 days, 5:54:54, time: 3.760, data_time: 3.305, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7719, loss_cls: 1.9160, loss: 1.9160, grad_norm: 5.0945 2021-02-05 04:38:51,563 - mmaction - INFO - Epoch [34][2020/3757] lr: 1.000e-02, eta: 2 days, 6:03:30, time: 5.395, data_time: 1.371, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.8255, loss: 1.8255, grad_norm: 5.2410 2021-02-05 04:39:44,839 - mmaction - INFO - Epoch [34][2040/3757] lr: 1.000e-02, eta: 2 days, 6:06:52, time: 2.663, data_time: 1.326, memory: 7141, top1_acc: 0.5609, top5_acc: 0.8055, loss_cls: 1.8368, loss: 1.8368, grad_norm: 5.2672 2021-02-05 04:40:10,037 - mmaction - INFO - Epoch [34][2060/3757] lr: 1.000e-02, eta: 2 days, 6:07:31, time: 1.260, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7953, loss_cls: 1.8195, loss: 1.8195, grad_norm: 5.2807 2021-02-05 04:41:07,396 - mmaction - INFO - Epoch [34][2080/3757] lr: 1.000e-02, eta: 2 days, 6:11:16, time: 2.868, data_time: 1.626, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7844, loss_cls: 1.8713, loss: 1.8713, grad_norm: 5.4107 2021-02-05 04:41:38,259 - mmaction - INFO - Epoch [34][2100/3757] lr: 1.000e-02, eta: 2 days, 6:12:28, time: 1.543, data_time: 1.092, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7828, loss_cls: 1.8306, loss: 1.8306, grad_norm: 5.3730 2021-02-05 04:42:08,456 - mmaction - INFO - Epoch [34][2120/3757] lr: 1.000e-02, eta: 2 days, 6:13:36, time: 1.510, data_time: 1.068, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7930, loss_cls: 1.8905, loss: 1.8905, grad_norm: 5.4766 2021-02-05 04:43:18,710 - mmaction - INFO - Epoch [34][2140/3757] lr: 1.000e-02, eta: 2 days, 6:18:34, time: 3.512, data_time: 1.315, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7867, loss_cls: 1.8512, loss: 1.8512, grad_norm: 5.2260 2021-02-05 04:43:59,940 - mmaction - INFO - Epoch [34][2160/3757] lr: 1.000e-02, eta: 2 days, 6:20:45, time: 2.063, data_time: 0.002, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7758, loss_cls: 1.9393, loss: 1.9393, grad_norm: 5.3375 2021-02-05 04:44:58,120 - mmaction - INFO - Epoch [34][2180/3757] lr: 1.000e-02, eta: 2 days, 6:24:33, time: 2.909, data_time: 0.862, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8148, loss_cls: 1.7641, loss: 1.7641, grad_norm: 5.1913 2021-02-05 04:45:56,357 - mmaction - INFO - Epoch [34][2200/3757] lr: 1.000e-02, eta: 2 days, 6:28:21, time: 2.912, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7898, loss_cls: 1.8263, loss: 1.8263, grad_norm: 5.1639 2021-02-05 04:47:03,162 - mmaction - INFO - Epoch [34][2220/3757] lr: 1.000e-02, eta: 2 days, 6:32:58, time: 3.340, data_time: 1.448, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7906, loss_cls: 1.8603, loss: 1.8603, grad_norm: 5.4441 2021-02-05 04:47:39,686 - mmaction - INFO - Epoch [34][2240/3757] lr: 1.000e-02, eta: 2 days, 6:34:41, time: 1.826, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7797, loss_cls: 1.8588, loss: 1.8588, grad_norm: 5.2005 2021-02-05 04:48:21,341 - mmaction - INFO - Epoch [34][2260/3757] lr: 1.000e-02, eta: 2 days, 6:36:54, time: 2.083, data_time: 0.001, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7727, loss_cls: 1.9690, loss: 1.9690, grad_norm: 5.4256 2021-02-05 04:48:30,175 - mmaction - INFO - Epoch [34][2280/3757] lr: 1.000e-02, eta: 2 days, 6:35:58, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7953, loss_cls: 1.8258, loss: 1.8258, grad_norm: 5.3232 2021-02-05 04:48:54,900 - mmaction - INFO - Epoch [34][2300/3757] lr: 1.000e-02, eta: 2 days, 6:36:34, time: 1.236, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7953, loss_cls: 1.8021, loss: 1.8021, grad_norm: 5.3181 2021-02-05 04:49:35,251 - mmaction - INFO - Epoch [34][2320/3757] lr: 1.000e-02, eta: 2 days, 6:38:38, time: 2.018, data_time: 0.001, memory: 7141, top1_acc: 0.5945, top5_acc: 0.7953, loss_cls: 1.7830, loss: 1.7830, grad_norm: 5.2357 2021-02-05 04:50:26,128 - mmaction - INFO - Epoch [34][2340/3757] lr: 1.000e-02, eta: 2 days, 6:41:43, time: 2.543, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8070, loss_cls: 1.8079, loss: 1.8079, grad_norm: 5.3835 2021-02-05 04:51:06,604 - mmaction - INFO - Epoch [34][2360/3757] lr: 1.000e-02, eta: 2 days, 6:43:48, time: 2.024, data_time: 0.001, memory: 7141, top1_acc: 0.5359, top5_acc: 0.7781, loss_cls: 1.9194, loss: 1.9194, grad_norm: 5.6377 2021-02-05 04:51:36,194 - mmaction - INFO - Epoch [34][2380/3757] lr: 1.000e-02, eta: 2 days, 6:44:51, time: 1.480, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7859, loss_cls: 1.8056, loss: 1.8056, grad_norm: 5.2657 2021-02-05 04:52:02,172 - mmaction - INFO - Epoch [34][2400/3757] lr: 1.000e-02, eta: 2 days, 6:45:33, time: 1.298, data_time: 0.007, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7945, loss_cls: 1.8635, loss: 1.8635, grad_norm: 5.3337 2021-02-05 04:52:13,804 - mmaction - INFO - Epoch [34][2420/3757] lr: 1.000e-02, eta: 2 days, 6:44:54, time: 0.582, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7984, loss_cls: 1.8398, loss: 1.8398, grad_norm: 5.4976 2021-02-05 04:53:36,216 - mmaction - INFO - Epoch [34][2440/3757] lr: 1.000e-02, eta: 2 days, 6:50:57, time: 4.121, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8070, loss_cls: 1.7315, loss: 1.7315, grad_norm: 5.2397 2021-02-05 04:54:12,172 - mmaction - INFO - Epoch [34][2460/3757] lr: 1.000e-02, eta: 2 days, 6:52:36, time: 1.798, data_time: 0.007, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7852, loss_cls: 1.8641, loss: 1.8641, grad_norm: 5.3360 2021-02-05 04:54:48,633 - mmaction - INFO - Epoch [34][2480/3757] lr: 1.000e-02, eta: 2 days, 6:54:17, time: 1.824, data_time: 0.041, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7859, loss_cls: 1.8770, loss: 1.8770, grad_norm: 5.3456 2021-02-05 04:55:34,020 - mmaction - INFO - Epoch [34][2500/3757] lr: 1.000e-02, eta: 2 days, 6:56:49, time: 2.269, data_time: 0.809, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8008, loss_cls: 1.8314, loss: 1.8314, grad_norm: 5.3080 2021-02-05 04:56:12,378 - mmaction - INFO - Epoch [34][2520/3757] lr: 1.000e-02, eta: 2 days, 6:58:41, time: 1.918, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7711, loss_cls: 1.9368, loss: 1.9368, grad_norm: 5.3114 2021-02-05 04:56:41,658 - mmaction - INFO - Epoch [34][2540/3757] lr: 1.000e-02, eta: 2 days, 6:59:41, time: 1.463, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7844, loss_cls: 1.8443, loss: 1.8443, grad_norm: 5.2315 2021-02-05 04:57:14,153 - mmaction - INFO - Epoch [34][2560/3757] lr: 1.000e-02, eta: 2 days, 7:01:00, time: 1.625, data_time: 1.170, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7898, loss_cls: 1.8563, loss: 1.8563, grad_norm: 5.3283 2021-02-05 04:57:36,873 - mmaction - INFO - Epoch [34][2580/3757] lr: 1.000e-02, eta: 2 days, 7:01:22, time: 1.135, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8023, loss_cls: 1.8120, loss: 1.8120, grad_norm: 5.2521 2021-02-05 04:58:03,789 - mmaction - INFO - Epoch [34][2600/3757] lr: 1.000e-02, eta: 2 days, 7:02:09, time: 1.346, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7898, loss_cls: 1.8272, loss: 1.8272, grad_norm: 5.0454 2021-02-05 04:58:12,558 - mmaction - INFO - Epoch [34][2620/3757] lr: 1.000e-02, eta: 2 days, 7:01:13, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7828, loss_cls: 1.8965, loss: 1.8965, grad_norm: 5.1969 2021-02-05 04:58:44,529 - mmaction - INFO - Epoch [34][2640/3757] lr: 1.000e-02, eta: 2 days, 7:02:28, time: 1.599, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7922, loss_cls: 1.8403, loss: 1.8403, grad_norm: 5.4307 2021-02-05 04:58:53,381 - mmaction - INFO - Epoch [34][2660/3757] lr: 1.000e-02, eta: 2 days, 7:01:32, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7836, loss_cls: 1.8371, loss: 1.8371, grad_norm: 5.4654 2021-02-05 04:59:27,578 - mmaction - INFO - Epoch [34][2680/3757] lr: 1.000e-02, eta: 2 days, 7:03:00, time: 1.710, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7836, loss_cls: 1.8625, loss: 1.8625, grad_norm: 5.3908 2021-02-05 04:59:48,955 - mmaction - INFO - Epoch [34][2700/3757] lr: 1.000e-02, eta: 2 days, 7:03:14, time: 1.069, data_time: 0.001, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7586, loss_cls: 2.0007, loss: 2.0007, grad_norm: 5.3684 2021-02-05 05:00:04,737 - mmaction - INFO - Epoch [34][2720/3757] lr: 1.000e-02, eta: 2 days, 7:02:58, time: 0.790, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7773, loss_cls: 1.8309, loss: 1.8309, grad_norm: 5.2160 2021-02-05 05:00:13,592 - mmaction - INFO - Epoch [34][2740/3757] lr: 1.000e-02, eta: 2 days, 7:02:02, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8023, loss_cls: 1.7366, loss: 1.7366, grad_norm: 5.0566 2021-02-05 05:01:14,536 - mmaction - INFO - Epoch [34][2760/3757] lr: 1.000e-02, eta: 2 days, 7:06:00, time: 3.047, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7828, loss_cls: 1.8349, loss: 1.8349, grad_norm: 5.2095 2021-02-05 05:01:57,957 - mmaction - INFO - Epoch [34][2780/3757] lr: 1.000e-02, eta: 2 days, 7:08:20, time: 2.170, data_time: 0.004, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7844, loss_cls: 1.8398, loss: 1.8398, grad_norm: 5.1664 2021-02-05 05:02:06,762 - mmaction - INFO - Epoch [34][2800/3757] lr: 1.000e-02, eta: 2 days, 7:07:23, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7727, loss_cls: 2.0083, loss: 2.0083, grad_norm: 5.3037 2021-02-05 05:02:57,162 - mmaction - INFO - Epoch [34][2820/3757] lr: 1.000e-02, eta: 2 days, 7:10:22, time: 2.519, data_time: 0.922, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7766, loss_cls: 1.9052, loss: 1.9052, grad_norm: 5.0269 2021-02-05 05:03:16,801 - mmaction - INFO - Epoch [34][2840/3757] lr: 1.000e-02, eta: 2 days, 7:10:26, time: 0.983, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7883, loss_cls: 1.8776, loss: 1.8776, grad_norm: 5.4070 2021-02-05 05:03:45,995 - mmaction - INFO - Epoch [34][2860/3757] lr: 1.000e-02, eta: 2 days, 7:11:25, time: 1.460, data_time: 0.000, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8219, loss_cls: 1.6919, loss: 1.6919, grad_norm: 4.9695 2021-02-05 05:03:55,219 - mmaction - INFO - Epoch [34][2880/3757] lr: 1.000e-02, eta: 2 days, 7:10:31, time: 0.461, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8008, loss_cls: 1.8194, loss: 1.8194, grad_norm: 5.3435 2021-02-05 05:04:29,177 - mmaction - INFO - Epoch [34][2900/3757] lr: 1.000e-02, eta: 2 days, 7:11:56, time: 1.698, data_time: 0.001, memory: 7141, top1_acc: 0.5320, top5_acc: 0.7578, loss_cls: 2.0038, loss: 2.0038, grad_norm: 5.4574 2021-02-05 05:04:58,096 - mmaction - INFO - Epoch [34][2920/3757] lr: 1.000e-02, eta: 2 days, 7:12:53, time: 1.446, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7969, loss_cls: 1.8273, loss: 1.8273, grad_norm: 5.4910 2021-02-05 05:05:25,953 - mmaction - INFO - Epoch [34][2940/3757] lr: 1.000e-02, eta: 2 days, 7:13:44, time: 1.392, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7695, loss_cls: 1.8821, loss: 1.8821, grad_norm: 5.3712 2021-02-05 05:06:24,209 - mmaction - INFO - Epoch [34][2960/3757] lr: 1.000e-02, eta: 2 days, 7:17:25, time: 2.913, data_time: 1.133, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7773, loss_cls: 1.9423, loss: 1.9423, grad_norm: 5.2848 2021-02-05 05:06:46,001 - mmaction - INFO - Epoch [34][2980/3757] lr: 1.000e-02, eta: 2 days, 7:17:42, time: 1.090, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8023, loss_cls: 1.7114, loss: 1.7114, grad_norm: 5.0821 2021-02-05 05:07:32,709 - mmaction - INFO - Epoch [34][3000/3757] lr: 1.000e-02, eta: 2 days, 7:20:18, time: 2.336, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7914, loss_cls: 1.8353, loss: 1.8353, grad_norm: 5.4270 2021-02-05 05:07:41,530 - mmaction - INFO - Epoch [34][3020/3757] lr: 1.000e-02, eta: 2 days, 7:19:22, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8117, loss_cls: 1.7594, loss: 1.7594, grad_norm: 5.1549 2021-02-05 05:08:33,607 - mmaction - INFO - Epoch [34][3040/3757] lr: 1.000e-02, eta: 2 days, 7:22:28, time: 2.604, data_time: 2.148, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7867, loss_cls: 1.8591, loss: 1.8591, grad_norm: 5.3649 2021-02-05 05:09:27,357 - mmaction - INFO - Epoch [34][3060/3757] lr: 1.000e-02, eta: 2 days, 7:25:43, time: 2.688, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.7866, loss: 1.7866, grad_norm: 5.1326 2021-02-05 05:10:00,901 - mmaction - INFO - Epoch [34][3080/3757] lr: 1.000e-02, eta: 2 days, 7:27:05, time: 1.677, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7945, loss_cls: 1.7789, loss: 1.7789, grad_norm: 5.2530 2021-02-05 05:11:07,293 - mmaction - INFO - Epoch [34][3100/3757] lr: 1.000e-02, eta: 2 days, 7:31:31, time: 3.320, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7914, loss_cls: 1.8367, loss: 1.8367, grad_norm: 5.4083 2021-02-05 05:11:37,346 - mmaction - INFO - Epoch [34][3120/3757] lr: 1.000e-02, eta: 2 days, 7:32:33, time: 1.503, data_time: 1.064, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7672, loss_cls: 1.9568, loss: 1.9568, grad_norm: 5.5589 2021-02-05 05:12:08,994 - mmaction - INFO - Epoch [34][3140/3757] lr: 1.000e-02, eta: 2 days, 7:33:44, time: 1.582, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7883, loss_cls: 1.8778, loss: 1.8778, grad_norm: 5.1308 2021-02-05 05:12:51,844 - mmaction - INFO - Epoch [34][3160/3757] lr: 1.000e-02, eta: 2 days, 7:35:57, time: 2.142, data_time: 1.689, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7984, loss_cls: 1.8047, loss: 1.8047, grad_norm: 5.2376 2021-02-05 05:13:40,534 - mmaction - INFO - Epoch [34][3180/3757] lr: 1.000e-02, eta: 2 days, 7:38:43, time: 2.435, data_time: 0.001, memory: 7141, top1_acc: 0.5367, top5_acc: 0.7859, loss_cls: 1.9097, loss: 1.9097, grad_norm: 5.3272 2021-02-05 05:14:08,164 - mmaction - INFO - Epoch [34][3200/3757] lr: 1.000e-02, eta: 2 days, 7:39:31, time: 1.382, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7930, loss_cls: 1.8098, loss: 1.8098, grad_norm: 5.3033 2021-02-05 05:14:51,475 - mmaction - INFO - Epoch [34][3220/3757] lr: 1.000e-02, eta: 2 days, 7:41:47, time: 2.166, data_time: 0.791, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7875, loss_cls: 1.9046, loss: 1.9046, grad_norm: 5.5390 2021-02-05 05:15:37,462 - mmaction - INFO - Epoch [34][3240/3757] lr: 1.000e-02, eta: 2 days, 7:44:17, time: 2.299, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7906, loss_cls: 1.8020, loss: 1.8020, grad_norm: 5.3874 2021-02-05 05:16:06,884 - mmaction - INFO - Epoch [34][3260/3757] lr: 1.000e-02, eta: 2 days, 7:45:15, time: 1.471, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7992, loss_cls: 1.8385, loss: 1.8385, grad_norm: 5.3281 2021-02-05 05:17:08,009 - mmaction - INFO - Epoch [34][3280/3757] lr: 1.000e-02, eta: 2 days, 7:49:09, time: 3.056, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8000, loss_cls: 1.8561, loss: 1.8561, grad_norm: 5.2785 2021-02-05 05:17:39,945 - mmaction - INFO - Epoch [34][3300/3757] lr: 1.000e-02, eta: 2 days, 7:50:20, time: 1.597, data_time: 1.149, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.7344, loss: 1.7344, grad_norm: 5.1097 2021-02-05 05:18:12,592 - mmaction - INFO - Epoch [34][3320/3757] lr: 1.000e-02, eta: 2 days, 7:51:36, time: 1.633, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7922, loss_cls: 1.9250, loss: 1.9250, grad_norm: 5.4770 2021-02-05 05:19:13,918 - mmaction - INFO - Epoch [34][3340/3757] lr: 1.000e-02, eta: 2 days, 7:55:31, time: 3.066, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7820, loss_cls: 1.8882, loss: 1.8882, grad_norm: 5.3047 2021-02-05 05:20:08,970 - mmaction - INFO - Epoch [34][3360/3757] lr: 1.000e-02, eta: 2 days, 7:58:50, time: 2.752, data_time: 2.313, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8031, loss_cls: 1.8026, loss: 1.8026, grad_norm: 5.2496 2021-02-05 05:20:50,374 - mmaction - INFO - Epoch [34][3380/3757] lr: 1.000e-02, eta: 2 days, 8:00:54, time: 2.070, data_time: 0.956, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7805, loss_cls: 1.8481, loss: 1.8481, grad_norm: 5.4141 2021-02-05 05:21:28,692 - mmaction - INFO - Epoch [34][3400/3757] lr: 1.000e-02, eta: 2 days, 8:02:40, time: 1.916, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7984, loss_cls: 1.7986, loss: 1.7986, grad_norm: 5.2448 2021-02-05 05:21:57,822 - mmaction - INFO - Epoch [34][3420/3757] lr: 1.000e-02, eta: 2 days, 8:03:35, time: 1.457, data_time: 1.005, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7914, loss_cls: 1.7974, loss: 1.7974, grad_norm: 5.2210 2021-02-05 05:22:31,546 - mmaction - INFO - Epoch [34][3440/3757] lr: 1.000e-02, eta: 2 days, 8:04:56, time: 1.686, data_time: 0.000, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8031, loss_cls: 1.7506, loss: 1.7506, grad_norm: 5.1538 2021-02-05 05:23:02,894 - mmaction - INFO - Epoch [34][3460/3757] lr: 1.000e-02, eta: 2 days, 8:06:03, time: 1.567, data_time: 0.161, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8180, loss_cls: 1.6976, loss: 1.6976, grad_norm: 5.2550 2021-02-05 05:23:30,986 - mmaction - INFO - Epoch [34][3480/3757] lr: 1.000e-02, eta: 2 days, 8:06:52, time: 1.404, data_time: 0.955, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7883, loss_cls: 1.8936, loss: 1.8936, grad_norm: 5.4469 2021-02-05 05:24:35,539 - mmaction - INFO - Epoch [34][3500/3757] lr: 1.000e-02, eta: 2 days, 8:11:04, time: 3.228, data_time: 0.873, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.7769, loss: 1.7769, grad_norm: 5.4182 2021-02-05 05:25:27,294 - mmaction - INFO - Epoch [34][3520/3757] lr: 1.000e-02, eta: 2 days, 8:14:04, time: 2.588, data_time: 0.001, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7883, loss_cls: 1.8601, loss: 1.8601, grad_norm: 5.1872 2021-02-05 05:26:05,318 - mmaction - INFO - Epoch [34][3540/3757] lr: 1.000e-02, eta: 2 days, 8:15:47, time: 1.901, data_time: 0.001, memory: 7141, top1_acc: 0.5375, top5_acc: 0.7828, loss_cls: 1.9389, loss: 1.9389, grad_norm: 5.4067 2021-02-05 05:26:58,620 - mmaction - INFO - Epoch [34][3560/3757] lr: 1.000e-02, eta: 2 days, 8:18:55, time: 2.664, data_time: 2.178, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7836, loss_cls: 1.8919, loss: 1.8919, grad_norm: 5.4123 2021-02-05 05:27:41,450 - mmaction - INFO - Epoch [34][3580/3757] lr: 1.000e-02, eta: 2 days, 8:21:06, time: 2.142, data_time: 1.105, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7656, loss_cls: 1.9483, loss: 1.9483, grad_norm: 5.1815 2021-02-05 05:27:50,340 - mmaction - INFO - Epoch [34][3600/3757] lr: 1.000e-02, eta: 2 days, 8:20:08, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7898, loss_cls: 1.8663, loss: 1.8663, grad_norm: 5.0536 2021-02-05 05:27:59,121 - mmaction - INFO - Epoch [34][3620/3757] lr: 1.000e-02, eta: 2 days, 8:19:10, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7984, loss_cls: 1.8296, loss: 1.8296, grad_norm: 5.4937 2021-02-05 05:28:21,517 - mmaction - INFO - Epoch [34][3640/3757] lr: 1.000e-02, eta: 2 days, 8:19:27, time: 1.120, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7883, loss_cls: 1.8879, loss: 1.8879, grad_norm: 5.4022 2021-02-05 05:29:06,567 - mmaction - INFO - Epoch [34][3660/3757] lr: 1.000e-02, eta: 2 days, 8:21:49, time: 2.252, data_time: 1.798, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8039, loss_cls: 1.7971, loss: 1.7971, grad_norm: 5.2062 2021-02-05 05:29:41,247 - mmaction - INFO - Epoch [34][3680/3757] lr: 1.000e-02, eta: 2 days, 8:23:13, time: 1.734, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7812, loss_cls: 1.8798, loss: 1.8798, grad_norm: 5.5424 2021-02-05 05:30:39,334 - mmaction - INFO - Epoch [34][3700/3757] lr: 1.000e-02, eta: 2 days, 8:26:47, time: 2.904, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7852, loss_cls: 1.8819, loss: 1.8819, grad_norm: 5.3625 2021-02-05 05:31:18,951 - mmaction - INFO - Epoch [34][3720/3757] lr: 1.000e-02, eta: 2 days, 8:28:38, time: 1.981, data_time: 1.494, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7852, loss_cls: 1.8820, loss: 1.8820, grad_norm: 5.4131 2021-02-05 05:32:07,896 - mmaction - INFO - Epoch [34][3740/3757] lr: 1.000e-02, eta: 2 days, 8:31:21, time: 2.447, data_time: 0.198, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7836, loss_cls: 1.9251, loss: 1.9251, grad_norm: 5.2360 2021-02-05 05:32:45,876 - mmaction - INFO - Saving checkpoint at 34 epochs 2021-02-05 05:33:26,349 - mmaction - INFO - Epoch [35][20/3757] lr: 1.000e-02, eta: 2 days, 8:31:42, time: 1.982, data_time: 1.526, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.7603, loss: 1.7603, grad_norm: 5.0637 2021-02-05 05:33:35,158 - mmaction - INFO - Epoch [35][40/3757] lr: 1.000e-02, eta: 2 days, 8:30:44, time: 0.441, data_time: 0.004, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8094, loss_cls: 1.7534, loss: 1.7534, grad_norm: 5.2760 2021-02-05 05:33:43,987 - mmaction - INFO - Epoch [35][60/3757] lr: 1.000e-02, eta: 2 days, 8:29:45, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8047, loss_cls: 1.7451, loss: 1.7451, grad_norm: 5.2730 2021-02-05 05:33:52,805 - mmaction - INFO - Epoch [35][80/3757] lr: 1.000e-02, eta: 2 days, 8:28:47, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7984, loss_cls: 1.7492, loss: 1.7492, grad_norm: 5.1631 2021-02-05 05:34:01,755 - mmaction - INFO - Epoch [35][100/3757] lr: 1.000e-02, eta: 2 days, 8:27:50, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7945, loss_cls: 1.8149, loss: 1.8149, grad_norm: 5.3264 2021-02-05 05:34:10,576 - mmaction - INFO - Epoch [35][120/3757] lr: 1.000e-02, eta: 2 days, 8:26:52, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7977, loss_cls: 1.7859, loss: 1.7859, grad_norm: 5.3273 2021-02-05 05:34:19,451 - mmaction - INFO - Epoch [35][140/3757] lr: 1.000e-02, eta: 2 days, 8:25:54, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7852, loss_cls: 1.8603, loss: 1.8603, grad_norm: 5.2455 2021-02-05 05:34:28,312 - mmaction - INFO - Epoch [35][160/3757] lr: 1.000e-02, eta: 2 days, 8:24:57, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8047, loss_cls: 1.7970, loss: 1.7970, grad_norm: 5.3106 2021-02-05 05:34:37,153 - mmaction - INFO - Epoch [35][180/3757] lr: 1.000e-02, eta: 2 days, 8:23:59, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8234, loss_cls: 1.6764, loss: 1.6764, grad_norm: 5.1409 2021-02-05 05:34:46,033 - mmaction - INFO - Epoch [35][200/3757] lr: 1.000e-02, eta: 2 days, 8:23:02, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7977, loss_cls: 1.7877, loss: 1.7877, grad_norm: 5.3316 2021-02-05 05:34:54,924 - mmaction - INFO - Epoch [35][220/3757] lr: 1.000e-02, eta: 2 days, 8:22:04, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.7884, loss: 1.7884, grad_norm: 5.5314 2021-02-05 05:35:03,833 - mmaction - INFO - Epoch [35][240/3757] lr: 1.000e-02, eta: 2 days, 8:21:07, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7922, loss_cls: 1.8004, loss: 1.8004, grad_norm: 5.1348 2021-02-05 05:35:12,820 - mmaction - INFO - Epoch [35][260/3757] lr: 1.000e-02, eta: 2 days, 8:20:10, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7992, loss_cls: 1.7850, loss: 1.7850, grad_norm: 5.2532 2021-02-05 05:35:21,714 - mmaction - INFO - Epoch [35][280/3757] lr: 1.000e-02, eta: 2 days, 8:19:13, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7891, loss_cls: 1.8176, loss: 1.8176, grad_norm: 5.2161 2021-02-05 05:35:30,642 - mmaction - INFO - Epoch [35][300/3757] lr: 1.000e-02, eta: 2 days, 8:18:16, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7914, loss_cls: 1.8728, loss: 1.8728, grad_norm: 5.4491 2021-02-05 05:35:39,501 - mmaction - INFO - Epoch [35][320/3757] lr: 1.000e-02, eta: 2 days, 8:17:19, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8063, loss_cls: 1.7132, loss: 1.7132, grad_norm: 5.3722 2021-02-05 05:35:48,379 - mmaction - INFO - Epoch [35][340/3757] lr: 1.000e-02, eta: 2 days, 8:16:22, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8094, loss_cls: 1.7378, loss: 1.7378, grad_norm: 5.2946 2021-02-05 05:35:57,359 - mmaction - INFO - Epoch [35][360/3757] lr: 1.000e-02, eta: 2 days, 8:15:25, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8109, loss_cls: 1.6663, loss: 1.6663, grad_norm: 5.3009 2021-02-05 05:36:06,290 - mmaction - INFO - Epoch [35][380/3757] lr: 1.000e-02, eta: 2 days, 8:14:28, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8094, loss_cls: 1.7926, loss: 1.7926, grad_norm: 5.3190 2021-02-05 05:36:15,184 - mmaction - INFO - Epoch [35][400/3757] lr: 1.000e-02, eta: 2 days, 8:13:31, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7812, loss_cls: 1.8958, loss: 1.8958, grad_norm: 5.4457 2021-02-05 05:36:24,040 - mmaction - INFO - Epoch [35][420/3757] lr: 1.000e-02, eta: 2 days, 8:12:34, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7914, loss_cls: 1.8059, loss: 1.8059, grad_norm: 5.1192 2021-02-05 05:36:32,968 - mmaction - INFO - Epoch [35][440/3757] lr: 1.000e-02, eta: 2 days, 8:11:37, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.7992, loss_cls: 1.7326, loss: 1.7326, grad_norm: 5.1680 2021-02-05 05:36:41,819 - mmaction - INFO - Epoch [35][460/3757] lr: 1.000e-02, eta: 2 days, 8:10:40, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7922, loss_cls: 1.8495, loss: 1.8495, grad_norm: 5.2992 2021-02-05 05:36:50,722 - mmaction - INFO - Epoch [35][480/3757] lr: 1.000e-02, eta: 2 days, 8:09:43, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7937, loss_cls: 1.8447, loss: 1.8447, grad_norm: 5.2628 2021-02-05 05:36:59,654 - mmaction - INFO - Epoch [35][500/3757] lr: 1.000e-02, eta: 2 days, 8:08:47, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7953, loss_cls: 1.7541, loss: 1.7541, grad_norm: 5.2056 2021-02-05 05:37:08,582 - mmaction - INFO - Epoch [35][520/3757] lr: 1.000e-02, eta: 2 days, 8:07:50, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5852, top5_acc: 0.7992, loss_cls: 1.7548, loss: 1.7548, grad_norm: 5.2339 2021-02-05 05:37:17,604 - mmaction - INFO - Epoch [35][540/3757] lr: 1.000e-02, eta: 2 days, 8:06:54, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7898, loss_cls: 1.8171, loss: 1.8171, grad_norm: 5.5089 2021-02-05 05:37:26,513 - mmaction - INFO - Epoch [35][560/3757] lr: 1.000e-02, eta: 2 days, 8:05:58, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7984, loss_cls: 1.7895, loss: 1.7895, grad_norm: 5.3164 2021-02-05 05:37:35,421 - mmaction - INFO - Epoch [35][580/3757] lr: 1.000e-02, eta: 2 days, 8:05:01, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7914, loss_cls: 1.8681, loss: 1.8681, grad_norm: 5.4788 2021-02-05 05:37:44,305 - mmaction - INFO - Epoch [35][600/3757] lr: 1.000e-02, eta: 2 days, 8:04:05, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8047, loss_cls: 1.7414, loss: 1.7414, grad_norm: 5.2353 2021-02-05 05:37:53,236 - mmaction - INFO - Epoch [35][620/3757] lr: 1.000e-02, eta: 2 days, 8:03:08, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7891, loss_cls: 1.8022, loss: 1.8022, grad_norm: 5.5282 2021-02-05 05:38:02,217 - mmaction - INFO - Epoch [35][640/3757] lr: 1.000e-02, eta: 2 days, 8:02:12, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8086, loss_cls: 1.7736, loss: 1.7736, grad_norm: 5.2444 2021-02-05 05:38:11,162 - mmaction - INFO - Epoch [35][660/3757] lr: 1.000e-02, eta: 2 days, 8:01:16, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7891, loss_cls: 1.8517, loss: 1.8517, grad_norm: 5.3921 2021-02-05 05:38:56,028 - mmaction - INFO - Epoch [35][680/3757] lr: 1.000e-02, eta: 2 days, 8:03:34, time: 2.243, data_time: 1.799, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7883, loss_cls: 1.8644, loss: 1.8644, grad_norm: 5.2863 2021-02-05 05:39:04,865 - mmaction - INFO - Epoch [35][700/3757] lr: 1.000e-02, eta: 2 days, 8:02:38, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8102, loss_cls: 1.7809, loss: 1.7809, grad_norm: 5.2668 2021-02-05 05:40:23,819 - mmaction - INFO - Epoch [35][720/3757] lr: 1.000e-02, eta: 2 days, 8:07:59, time: 3.946, data_time: 3.107, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7945, loss_cls: 1.8101, loss: 1.8101, grad_norm: 5.2043 2021-02-05 05:40:49,313 - mmaction - INFO - Epoch [35][740/3757] lr: 1.000e-02, eta: 2 days, 8:08:32, time: 1.276, data_time: 0.002, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7906, loss_cls: 1.8062, loss: 1.8062, grad_norm: 5.4438 2021-02-05 05:40:58,144 - mmaction - INFO - Epoch [35][760/3757] lr: 1.000e-02, eta: 2 days, 8:07:35, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7859, loss_cls: 1.8063, loss: 1.8063, grad_norm: 5.3213 2021-02-05 05:41:06,938 - mmaction - INFO - Epoch [35][780/3757] lr: 1.000e-02, eta: 2 days, 8:06:38, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8125, loss_cls: 1.7328, loss: 1.7328, grad_norm: 5.2494 2021-02-05 05:41:15,731 - mmaction - INFO - Epoch [35][800/3757] lr: 1.000e-02, eta: 2 days, 8:05:41, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7922, loss_cls: 1.8203, loss: 1.8203, grad_norm: 5.3002 2021-02-05 05:41:24,609 - mmaction - INFO - Epoch [35][820/3757] lr: 1.000e-02, eta: 2 days, 8:04:45, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7859, loss_cls: 1.8311, loss: 1.8311, grad_norm: 5.3770 2021-02-05 05:41:33,459 - mmaction - INFO - Epoch [35][840/3757] lr: 1.000e-02, eta: 2 days, 8:03:48, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8055, loss_cls: 1.7690, loss: 1.7690, grad_norm: 5.3301 2021-02-05 05:41:42,350 - mmaction - INFO - Epoch [35][860/3757] lr: 1.000e-02, eta: 2 days, 8:02:52, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7977, loss_cls: 1.8324, loss: 1.8324, grad_norm: 5.3116 2021-02-05 05:41:51,184 - mmaction - INFO - Epoch [35][880/3757] lr: 1.000e-02, eta: 2 days, 8:01:55, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6031, top5_acc: 0.8109, loss_cls: 1.7037, loss: 1.7037, grad_norm: 5.3071 2021-02-05 05:42:00,057 - mmaction - INFO - Epoch [35][900/3757] lr: 1.000e-02, eta: 2 days, 8:00:59, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7914, loss_cls: 1.8278, loss: 1.8278, grad_norm: 5.1810 2021-02-05 05:42:08,919 - mmaction - INFO - Epoch [35][920/3757] lr: 1.000e-02, eta: 2 days, 8:00:02, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7914, loss_cls: 1.8543, loss: 1.8543, grad_norm: 5.3990 2021-02-05 05:42:17,770 - mmaction - INFO - Epoch [35][940/3757] lr: 1.000e-02, eta: 2 days, 7:59:06, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7953, loss_cls: 1.8330, loss: 1.8330, grad_norm: 5.3574 2021-02-05 05:42:26,644 - mmaction - INFO - Epoch [35][960/3757] lr: 1.000e-02, eta: 2 days, 7:58:10, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8016, loss_cls: 1.7625, loss: 1.7625, grad_norm: 5.2066 2021-02-05 05:42:55,267 - mmaction - INFO - Epoch [35][980/3757] lr: 1.000e-02, eta: 2 days, 7:58:59, time: 1.431, data_time: 0.000, memory: 7141, top1_acc: 0.5586, top5_acc: 0.8070, loss_cls: 1.7817, loss: 1.7817, grad_norm: 5.1898 2021-02-05 05:43:33,780 - mmaction - INFO - Epoch [35][1000/3757] lr: 1.000e-02, eta: 2 days, 8:00:42, time: 1.925, data_time: 0.001, memory: 7141, top1_acc: 0.5359, top5_acc: 0.7766, loss_cls: 1.8994, loss: 1.8994, grad_norm: 5.5346 2021-02-05 05:44:46,584 - mmaction - INFO - Epoch [35][1020/3757] lr: 1.000e-02, eta: 2 days, 8:05:28, time: 3.640, data_time: 1.478, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7820, loss_cls: 1.8869, loss: 1.8869, grad_norm: 5.3877 2021-02-05 05:45:24,962 - mmaction - INFO - Epoch [35][1040/3757] lr: 1.000e-02, eta: 2 days, 8:07:10, time: 1.919, data_time: 1.462, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7859, loss_cls: 1.8493, loss: 1.8493, grad_norm: 5.2301 2021-02-05 05:45:33,788 - mmaction - INFO - Epoch [35][1060/3757] lr: 1.000e-02, eta: 2 days, 8:06:13, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7977, loss_cls: 1.8436, loss: 1.8436, grad_norm: 5.1635 2021-02-05 05:45:42,702 - mmaction - INFO - Epoch [35][1080/3757] lr: 1.000e-02, eta: 2 days, 8:05:17, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7867, loss_cls: 1.8222, loss: 1.8222, grad_norm: 5.1949 2021-02-05 05:45:51,499 - mmaction - INFO - Epoch [35][1100/3757] lr: 1.000e-02, eta: 2 days, 8:04:20, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7859, loss_cls: 1.8168, loss: 1.8168, grad_norm: 5.1140 2021-02-05 05:46:00,272 - mmaction - INFO - Epoch [35][1120/3757] lr: 1.000e-02, eta: 2 days, 8:03:23, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8008, loss_cls: 1.7498, loss: 1.7498, grad_norm: 5.2275 2021-02-05 05:46:09,074 - mmaction - INFO - Epoch [35][1140/3757] lr: 1.000e-02, eta: 2 days, 8:02:27, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.6008, top5_acc: 0.7922, loss_cls: 1.7725, loss: 1.7725, grad_norm: 5.1442 2021-02-05 05:46:17,906 - mmaction - INFO - Epoch [35][1160/3757] lr: 1.000e-02, eta: 2 days, 8:01:30, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8023, loss_cls: 1.7610, loss: 1.7610, grad_norm: 5.1294 2021-02-05 05:46:26,731 - mmaction - INFO - Epoch [35][1180/3757] lr: 1.000e-02, eta: 2 days, 8:00:34, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.7761, loss: 1.7761, grad_norm: 5.0691 2021-02-05 05:46:35,533 - mmaction - INFO - Epoch [35][1200/3757] lr: 1.000e-02, eta: 2 days, 7:59:37, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.8047, loss_cls: 1.8180, loss: 1.8180, grad_norm: 5.5394 2021-02-05 05:46:44,428 - mmaction - INFO - Epoch [35][1220/3757] lr: 1.000e-02, eta: 2 days, 7:58:41, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7930, loss_cls: 1.8263, loss: 1.8263, grad_norm: 5.4501 2021-02-05 05:46:53,321 - mmaction - INFO - Epoch [35][1240/3757] lr: 1.000e-02, eta: 2 days, 7:57:45, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8172, loss_cls: 1.6705, loss: 1.6705, grad_norm: 5.1387 2021-02-05 05:47:02,233 - mmaction - INFO - Epoch [35][1260/3757] lr: 1.000e-02, eta: 2 days, 7:56:49, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8102, loss_cls: 1.7378, loss: 1.7378, grad_norm: 5.3000 2021-02-05 05:47:11,122 - mmaction - INFO - Epoch [35][1280/3757] lr: 1.000e-02, eta: 2 days, 7:55:53, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7812, loss_cls: 1.8380, loss: 1.8380, grad_norm: 5.3880 2021-02-05 05:47:20,000 - mmaction - INFO - Epoch [35][1300/3757] lr: 1.000e-02, eta: 2 days, 7:54:58, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7820, loss_cls: 1.8636, loss: 1.8636, grad_norm: 5.3266 2021-02-05 05:47:28,928 - mmaction - INFO - Epoch [35][1320/3757] lr: 1.000e-02, eta: 2 days, 7:54:02, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7961, loss_cls: 1.8268, loss: 1.8268, grad_norm: 5.2921 2021-02-05 05:47:37,822 - mmaction - INFO - Epoch [35][1340/3757] lr: 1.000e-02, eta: 2 days, 7:53:06, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5953, top5_acc: 0.7984, loss_cls: 1.7250, loss: 1.7250, grad_norm: 5.0722 2021-02-05 05:47:46,738 - mmaction - INFO - Epoch [35][1360/3757] lr: 1.000e-02, eta: 2 days, 7:52:11, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8047, loss_cls: 1.7542, loss: 1.7542, grad_norm: 5.4847 2021-02-05 05:47:55,654 - mmaction - INFO - Epoch [35][1380/3757] lr: 1.000e-02, eta: 2 days, 7:51:15, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.8284, loss: 1.8284, grad_norm: 5.1575 2021-02-05 05:48:04,543 - mmaction - INFO - Epoch [35][1400/3757] lr: 1.000e-02, eta: 2 days, 7:50:19, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8047, loss_cls: 1.7395, loss: 1.7395, grad_norm: 4.9936 2021-02-05 05:48:13,500 - mmaction - INFO - Epoch [35][1420/3757] lr: 1.000e-02, eta: 2 days, 7:49:24, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8055, loss_cls: 1.7628, loss: 1.7628, grad_norm: 5.0895 2021-02-05 05:48:22,441 - mmaction - INFO - Epoch [35][1440/3757] lr: 1.000e-02, eta: 2 days, 7:48:29, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8141, loss_cls: 1.7517, loss: 1.7517, grad_norm: 5.1781 2021-02-05 05:48:31,422 - mmaction - INFO - Epoch [35][1460/3757] lr: 1.000e-02, eta: 2 days, 7:47:34, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7937, loss_cls: 1.8193, loss: 1.8193, grad_norm: 5.3624 2021-02-05 05:48:40,308 - mmaction - INFO - Epoch [35][1480/3757] lr: 1.000e-02, eta: 2 days, 7:46:38, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7797, loss_cls: 1.8591, loss: 1.8591, grad_norm: 5.3753 2021-02-05 05:48:49,241 - mmaction - INFO - Epoch [35][1500/3757] lr: 1.000e-02, eta: 2 days, 7:45:43, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7930, loss_cls: 1.8866, loss: 1.8866, grad_norm: 5.4130 2021-02-05 05:48:58,232 - mmaction - INFO - Epoch [35][1520/3757] lr: 1.000e-02, eta: 2 days, 7:44:48, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7922, loss_cls: 1.8282, loss: 1.8282, grad_norm: 5.2213 2021-02-05 05:49:07,106 - mmaction - INFO - Epoch [35][1540/3757] lr: 1.000e-02, eta: 2 days, 7:43:52, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8102, loss_cls: 1.6995, loss: 1.6995, grad_norm: 5.1342 2021-02-05 05:49:16,018 - mmaction - INFO - Epoch [35][1560/3757] lr: 1.000e-02, eta: 2 days, 7:42:57, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7992, loss_cls: 1.7995, loss: 1.7995, grad_norm: 5.2695 2021-02-05 05:49:24,962 - mmaction - INFO - Epoch [35][1580/3757] lr: 1.000e-02, eta: 2 days, 7:42:02, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7820, loss_cls: 1.8939, loss: 1.8939, grad_norm: 5.2370 2021-02-05 05:49:33,849 - mmaction - INFO - Epoch [35][1600/3757] lr: 1.000e-02, eta: 2 days, 7:41:07, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8023, loss_cls: 1.8103, loss: 1.8103, grad_norm: 5.2591 2021-02-05 05:49:42,768 - mmaction - INFO - Epoch [35][1620/3757] lr: 1.000e-02, eta: 2 days, 7:40:12, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7992, loss_cls: 1.8618, loss: 1.8618, grad_norm: 5.4276 2021-02-05 05:49:51,689 - mmaction - INFO - Epoch [35][1640/3757] lr: 1.000e-02, eta: 2 days, 7:39:17, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9384, loss: 1.9384, grad_norm: 5.3316 2021-02-05 05:50:00,573 - mmaction - INFO - Epoch [35][1660/3757] lr: 1.000e-02, eta: 2 days, 7:38:22, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7891, loss_cls: 1.8183, loss: 1.8183, grad_norm: 5.0737 2021-02-05 05:50:09,441 - mmaction - INFO - Epoch [35][1680/3757] lr: 1.000e-02, eta: 2 days, 7:37:26, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.8031, loss_cls: 1.8350, loss: 1.8350, grad_norm: 5.3324 2021-02-05 05:50:18,329 - mmaction - INFO - Epoch [35][1700/3757] lr: 1.000e-02, eta: 2 days, 7:36:31, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7883, loss_cls: 1.8517, loss: 1.8517, grad_norm: 5.2619 2021-02-05 05:50:27,241 - mmaction - INFO - Epoch [35][1720/3757] lr: 1.000e-02, eta: 2 days, 7:35:37, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7859, loss_cls: 1.8919, loss: 1.8919, grad_norm: 5.3882 2021-02-05 05:50:36,151 - mmaction - INFO - Epoch [35][1740/3757] lr: 1.000e-02, eta: 2 days, 7:34:42, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.7984, loss_cls: 1.7564, loss: 1.7564, grad_norm: 5.1301 2021-02-05 05:50:45,055 - mmaction - INFO - Epoch [35][1760/3757] lr: 1.000e-02, eta: 2 days, 7:33:47, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7859, loss_cls: 1.8718, loss: 1.8718, grad_norm: 5.3539 2021-02-05 05:50:53,956 - mmaction - INFO - Epoch [35][1780/3757] lr: 1.000e-02, eta: 2 days, 7:32:52, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7922, loss_cls: 1.8186, loss: 1.8186, grad_norm: 5.3197 2021-02-05 05:51:02,881 - mmaction - INFO - Epoch [35][1800/3757] lr: 1.000e-02, eta: 2 days, 7:31:57, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7906, loss_cls: 1.8321, loss: 1.8321, grad_norm: 5.4088 2021-02-05 05:51:11,790 - mmaction - INFO - Epoch [35][1820/3757] lr: 1.000e-02, eta: 2 days, 7:31:02, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7906, loss_cls: 1.8374, loss: 1.8374, grad_norm: 5.3539 2021-02-05 05:51:20,757 - mmaction - INFO - Epoch [35][1840/3757] lr: 1.000e-02, eta: 2 days, 7:30:08, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.8047, loss_cls: 1.8288, loss: 1.8288, grad_norm: 5.3952 2021-02-05 05:51:29,675 - mmaction - INFO - Epoch [35][1860/3757] lr: 1.000e-02, eta: 2 days, 7:29:13, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7805, loss_cls: 1.8743, loss: 1.8743, grad_norm: 5.3350 2021-02-05 05:51:38,593 - mmaction - INFO - Epoch [35][1880/3757] lr: 1.000e-02, eta: 2 days, 7:28:19, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7992, loss_cls: 1.7886, loss: 1.7886, grad_norm: 5.3070 2021-02-05 05:51:47,626 - mmaction - INFO - Epoch [35][1900/3757] lr: 1.000e-02, eta: 2 days, 7:27:25, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5367, top5_acc: 0.7875, loss_cls: 1.8923, loss: 1.8923, grad_norm: 5.4579 2021-02-05 05:51:56,595 - mmaction - INFO - Epoch [35][1920/3757] lr: 1.000e-02, eta: 2 days, 7:26:31, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8031, loss_cls: 1.8064, loss: 1.8064, grad_norm: 5.2637 2021-02-05 05:52:05,462 - mmaction - INFO - Epoch [35][1940/3757] lr: 1.000e-02, eta: 2 days, 7:25:36, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7953, loss_cls: 1.8086, loss: 1.8086, grad_norm: 5.2051 2021-02-05 05:52:14,358 - mmaction - INFO - Epoch [35][1960/3757] lr: 1.000e-02, eta: 2 days, 7:24:42, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7781, loss_cls: 1.8466, loss: 1.8466, grad_norm: 5.1326 2021-02-05 05:52:23,275 - mmaction - INFO - Epoch [35][1980/3757] lr: 1.000e-02, eta: 2 days, 7:23:47, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7734, loss_cls: 1.9236, loss: 1.9236, grad_norm: 5.2578 2021-02-05 05:52:32,179 - mmaction - INFO - Epoch [35][2000/3757] lr: 1.000e-02, eta: 2 days, 7:22:53, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.8086, loss_cls: 1.8003, loss: 1.8003, grad_norm: 5.1432 2021-02-05 05:52:41,075 - mmaction - INFO - Epoch [35][2020/3757] lr: 1.000e-02, eta: 2 days, 7:21:58, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8016, loss_cls: 1.7925, loss: 1.7925, grad_norm: 5.2883 2021-02-05 05:52:50,053 - mmaction - INFO - Epoch [35][2040/3757] lr: 1.000e-02, eta: 2 days, 7:21:04, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7867, loss_cls: 1.9124, loss: 1.9124, grad_norm: 5.3645 2021-02-05 05:52:59,063 - mmaction - INFO - Epoch [35][2060/3757] lr: 1.000e-02, eta: 2 days, 7:20:11, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7977, loss_cls: 1.8136, loss: 1.8136, grad_norm: 5.2364 2021-02-05 05:53:08,065 - mmaction - INFO - Epoch [35][2080/3757] lr: 1.000e-02, eta: 2 days, 7:19:17, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7937, loss_cls: 1.8185, loss: 1.8185, grad_norm: 5.4785 2021-02-05 05:53:17,035 - mmaction - INFO - Epoch [35][2100/3757] lr: 1.000e-02, eta: 2 days, 7:18:23, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8023, loss_cls: 1.8265, loss: 1.8265, grad_norm: 5.3247 2021-02-05 05:53:25,993 - mmaction - INFO - Epoch [35][2120/3757] lr: 1.000e-02, eta: 2 days, 7:17:29, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.7977, loss_cls: 1.7986, loss: 1.7986, grad_norm: 5.3482 2021-02-05 05:53:34,889 - mmaction - INFO - Epoch [35][2140/3757] lr: 1.000e-02, eta: 2 days, 7:16:35, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6016, top5_acc: 0.7961, loss_cls: 1.8003, loss: 1.8003, grad_norm: 5.2268 2021-02-05 05:53:43,873 - mmaction - INFO - Epoch [35][2160/3757] lr: 1.000e-02, eta: 2 days, 7:15:41, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7703, loss_cls: 1.9144, loss: 1.9144, grad_norm: 5.3834 2021-02-05 05:53:52,873 - mmaction - INFO - Epoch [35][2180/3757] lr: 1.000e-02, eta: 2 days, 7:14:48, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8023, loss_cls: 1.8123, loss: 1.8123, grad_norm: 5.2413 2021-02-05 05:54:01,801 - mmaction - INFO - Epoch [35][2200/3757] lr: 1.000e-02, eta: 2 days, 7:13:54, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7883, loss_cls: 1.8544, loss: 1.8544, grad_norm: 5.2867 2021-02-05 05:54:10,716 - mmaction - INFO - Epoch [35][2220/3757] lr: 1.000e-02, eta: 2 days, 7:13:00, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8156, loss_cls: 1.7567, loss: 1.7567, grad_norm: 5.3921 2021-02-05 05:54:19,800 - mmaction - INFO - Epoch [35][2240/3757] lr: 1.000e-02, eta: 2 days, 7:12:07, time: 0.454, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7984, loss_cls: 1.8041, loss: 1.8041, grad_norm: 5.3006 2021-02-05 05:54:28,708 - mmaction - INFO - Epoch [35][2260/3757] lr: 1.000e-02, eta: 2 days, 7:11:13, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7914, loss_cls: 1.8857, loss: 1.8857, grad_norm: 5.3521 2021-02-05 05:54:37,637 - mmaction - INFO - Epoch [35][2280/3757] lr: 1.000e-02, eta: 2 days, 7:10:19, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7875, loss_cls: 1.8455, loss: 1.8455, grad_norm: 5.1587 2021-02-05 05:54:46,569 - mmaction - INFO - Epoch [35][2300/3757] lr: 1.000e-02, eta: 2 days, 7:09:26, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7977, loss_cls: 1.8354, loss: 1.8354, grad_norm: 5.3276 2021-02-05 05:54:55,405 - mmaction - INFO - Epoch [35][2320/3757] lr: 1.000e-02, eta: 2 days, 7:08:31, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8008, loss_cls: 1.7554, loss: 1.7554, grad_norm: 5.1906 2021-02-05 05:55:04,397 - mmaction - INFO - Epoch [35][2340/3757] lr: 1.000e-02, eta: 2 days, 7:07:38, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7781, loss_cls: 1.9686, loss: 1.9686, grad_norm: 5.4726 2021-02-05 05:55:13,332 - mmaction - INFO - Epoch [35][2360/3757] lr: 1.000e-02, eta: 2 days, 7:06:45, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.8023, loss_cls: 1.8386, loss: 1.8386, grad_norm: 5.3055 2021-02-05 05:55:22,338 - mmaction - INFO - Epoch [35][2380/3757] lr: 1.000e-02, eta: 2 days, 7:05:51, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7867, loss_cls: 1.8107, loss: 1.8107, grad_norm: 5.2817 2021-02-05 05:55:31,306 - mmaction - INFO - Epoch [35][2400/3757] lr: 1.000e-02, eta: 2 days, 7:04:58, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7859, loss_cls: 1.8460, loss: 1.8460, grad_norm: 5.2383 2021-02-05 05:55:40,240 - mmaction - INFO - Epoch [35][2420/3757] lr: 1.000e-02, eta: 2 days, 7:04:05, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8008, loss_cls: 1.8120, loss: 1.8120, grad_norm: 5.3880 2021-02-05 05:55:49,183 - mmaction - INFO - Epoch [35][2440/3757] lr: 1.000e-02, eta: 2 days, 7:03:11, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7914, loss_cls: 1.8691, loss: 1.8691, grad_norm: 5.3000 2021-02-05 05:55:58,099 - mmaction - INFO - Epoch [35][2460/3757] lr: 1.000e-02, eta: 2 days, 7:02:18, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8148, loss_cls: 1.7314, loss: 1.7314, grad_norm: 5.2601 2021-02-05 05:56:07,043 - mmaction - INFO - Epoch [35][2480/3757] lr: 1.000e-02, eta: 2 days, 7:01:25, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7914, loss_cls: 1.7831, loss: 1.7831, grad_norm: 5.2473 2021-02-05 05:56:15,964 - mmaction - INFO - Epoch [35][2500/3757] lr: 1.000e-02, eta: 2 days, 7:00:31, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8109, loss_cls: 1.7365, loss: 1.7365, grad_norm: 5.4747 2021-02-05 05:56:24,884 - mmaction - INFO - Epoch [35][2520/3757] lr: 1.000e-02, eta: 2 days, 6:59:38, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7937, loss_cls: 1.8134, loss: 1.8134, grad_norm: 5.4917 2021-02-05 05:56:33,904 - mmaction - INFO - Epoch [35][2540/3757] lr: 1.000e-02, eta: 2 days, 6:58:45, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8109, loss_cls: 1.7389, loss: 1.7389, grad_norm: 5.3010 2021-02-05 05:56:42,887 - mmaction - INFO - Epoch [35][2560/3757] lr: 1.000e-02, eta: 2 days, 6:57:52, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.8039, loss_cls: 1.7661, loss: 1.7661, grad_norm: 5.2686 2021-02-05 05:56:51,878 - mmaction - INFO - Epoch [35][2580/3757] lr: 1.000e-02, eta: 2 days, 6:56:59, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7859, loss_cls: 1.8243, loss: 1.8243, grad_norm: 5.2559 2021-02-05 05:57:00,902 - mmaction - INFO - Epoch [35][2600/3757] lr: 1.000e-02, eta: 2 days, 6:56:07, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7828, loss_cls: 1.9093, loss: 1.9093, grad_norm: 5.2667 2021-02-05 05:57:09,783 - mmaction - INFO - Epoch [35][2620/3757] lr: 1.000e-02, eta: 2 days, 6:55:13, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8063, loss_cls: 1.8073, loss: 1.8073, grad_norm: 5.3169 2021-02-05 05:57:18,751 - mmaction - INFO - Epoch [35][2640/3757] lr: 1.000e-02, eta: 2 days, 6:54:20, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5875, top5_acc: 0.7836, loss_cls: 1.7832, loss: 1.7832, grad_norm: 5.2106 2021-02-05 05:57:27,713 - mmaction - INFO - Epoch [35][2660/3757] lr: 1.000e-02, eta: 2 days, 6:53:28, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7969, loss_cls: 1.8365, loss: 1.8365, grad_norm: 5.2697 2021-02-05 05:57:36,568 - mmaction - INFO - Epoch [35][2680/3757] lr: 1.000e-02, eta: 2 days, 6:52:34, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7922, loss_cls: 1.8794, loss: 1.8794, grad_norm: 5.3250 2021-02-05 05:57:45,484 - mmaction - INFO - Epoch [35][2700/3757] lr: 1.000e-02, eta: 2 days, 6:51:41, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8148, loss_cls: 1.7223, loss: 1.7223, grad_norm: 5.1609 2021-02-05 05:57:54,427 - mmaction - INFO - Epoch [35][2720/3757] lr: 1.000e-02, eta: 2 days, 6:50:48, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8000, loss_cls: 1.7202, loss: 1.7202, grad_norm: 5.1428 2021-02-05 05:58:03,289 - mmaction - INFO - Epoch [35][2740/3757] lr: 1.000e-02, eta: 2 days, 6:49:55, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7758, loss_cls: 1.8295, loss: 1.8295, grad_norm: 5.3002 2021-02-05 05:58:12,263 - mmaction - INFO - Epoch [35][2760/3757] lr: 1.000e-02, eta: 2 days, 6:49:02, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7836, loss_cls: 1.9068, loss: 1.9068, grad_norm: 5.4194 2021-02-05 05:58:21,202 - mmaction - INFO - Epoch [35][2780/3757] lr: 1.000e-02, eta: 2 days, 6:48:10, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7906, loss_cls: 1.8164, loss: 1.8164, grad_norm: 5.1885 2021-02-05 05:58:30,081 - mmaction - INFO - Epoch [35][2800/3757] lr: 1.000e-02, eta: 2 days, 6:47:17, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8063, loss_cls: 1.7587, loss: 1.7587, grad_norm: 5.1859 2021-02-05 05:58:39,072 - mmaction - INFO - Epoch [35][2820/3757] lr: 1.000e-02, eta: 2 days, 6:46:24, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.8396, loss: 1.8396, grad_norm: 5.3282 2021-02-05 05:58:47,959 - mmaction - INFO - Epoch [35][2840/3757] lr: 1.000e-02, eta: 2 days, 6:45:31, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7875, loss_cls: 1.8267, loss: 1.8267, grad_norm: 5.3279 2021-02-05 05:58:56,877 - mmaction - INFO - Epoch [35][2860/3757] lr: 1.000e-02, eta: 2 days, 6:44:39, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7875, loss_cls: 1.8460, loss: 1.8460, grad_norm: 5.5417 2021-02-05 05:59:05,785 - mmaction - INFO - Epoch [35][2880/3757] lr: 1.000e-02, eta: 2 days, 6:43:46, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7914, loss_cls: 1.8068, loss: 1.8068, grad_norm: 5.5056 2021-02-05 05:59:14,682 - mmaction - INFO - Epoch [35][2900/3757] lr: 1.000e-02, eta: 2 days, 6:42:53, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7930, loss_cls: 1.8377, loss: 1.8377, grad_norm: 5.4179 2021-02-05 05:59:23,634 - mmaction - INFO - Epoch [35][2920/3757] lr: 1.000e-02, eta: 2 days, 6:42:01, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8023, loss_cls: 1.8008, loss: 1.8008, grad_norm: 5.2669 2021-02-05 05:59:32,542 - mmaction - INFO - Epoch [35][2940/3757] lr: 1.000e-02, eta: 2 days, 6:41:08, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8892, loss: 1.8892, grad_norm: 5.2734 2021-02-05 05:59:41,511 - mmaction - INFO - Epoch [35][2960/3757] lr: 1.000e-02, eta: 2 days, 6:40:16, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7914, loss_cls: 1.8303, loss: 1.8303, grad_norm: 5.4081 2021-02-05 05:59:50,474 - mmaction - INFO - Epoch [35][2980/3757] lr: 1.000e-02, eta: 2 days, 6:39:23, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.7969, loss_cls: 1.7316, loss: 1.7316, grad_norm: 5.2727 2021-02-05 05:59:59,349 - mmaction - INFO - Epoch [35][3000/3757] lr: 1.000e-02, eta: 2 days, 6:38:31, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8055, loss_cls: 1.8091, loss: 1.8091, grad_norm: 5.3113 2021-02-05 06:00:08,367 - mmaction - INFO - Epoch [35][3020/3757] lr: 1.000e-02, eta: 2 days, 6:37:39, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7945, loss_cls: 1.8146, loss: 1.8146, grad_norm: 5.4498 2021-02-05 06:00:17,354 - mmaction - INFO - Epoch [35][3040/3757] lr: 1.000e-02, eta: 2 days, 6:36:47, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7914, loss_cls: 1.8521, loss: 1.8521, grad_norm: 5.5623 2021-02-05 06:00:26,274 - mmaction - INFO - Epoch [35][3060/3757] lr: 1.000e-02, eta: 2 days, 6:35:54, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.9167, loss: 1.9167, grad_norm: 5.4206 2021-02-05 06:00:35,204 - mmaction - INFO - Epoch [35][3080/3757] lr: 1.000e-02, eta: 2 days, 6:35:02, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7914, loss_cls: 1.8229, loss: 1.8229, grad_norm: 5.0230 2021-02-05 06:00:44,103 - mmaction - INFO - Epoch [35][3100/3757] lr: 1.000e-02, eta: 2 days, 6:34:10, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7914, loss_cls: 1.8351, loss: 1.8351, grad_norm: 5.4481 2021-02-05 06:00:53,072 - mmaction - INFO - Epoch [35][3120/3757] lr: 1.000e-02, eta: 2 days, 6:33:18, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7898, loss_cls: 1.8547, loss: 1.8547, grad_norm: 5.3976 2021-02-05 06:01:01,994 - mmaction - INFO - Epoch [35][3140/3757] lr: 1.000e-02, eta: 2 days, 6:32:26, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.8039, loss_cls: 1.8644, loss: 1.8644, grad_norm: 5.3326 2021-02-05 06:01:10,903 - mmaction - INFO - Epoch [35][3160/3757] lr: 1.000e-02, eta: 2 days, 6:31:33, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7961, loss_cls: 1.7844, loss: 1.7844, grad_norm: 5.2729 2021-02-05 06:01:19,831 - mmaction - INFO - Epoch [35][3180/3757] lr: 1.000e-02, eta: 2 days, 6:30:41, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.7656, loss: 1.7656, grad_norm: 5.0719 2021-02-05 06:01:28,763 - mmaction - INFO - Epoch [35][3200/3757] lr: 1.000e-02, eta: 2 days, 6:29:49, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7930, loss_cls: 1.8201, loss: 1.8201, grad_norm: 5.1868 2021-02-05 06:01:37,661 - mmaction - INFO - Epoch [35][3220/3757] lr: 1.000e-02, eta: 2 days, 6:28:57, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8211, loss_cls: 1.7343, loss: 1.7343, grad_norm: 5.3267 2021-02-05 06:01:46,629 - mmaction - INFO - Epoch [35][3240/3757] lr: 1.000e-02, eta: 2 days, 6:28:05, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7883, loss_cls: 1.8272, loss: 1.8272, grad_norm: 5.2166 2021-02-05 06:01:55,557 - mmaction - INFO - Epoch [35][3260/3757] lr: 1.000e-02, eta: 2 days, 6:27:13, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7961, loss_cls: 1.8064, loss: 1.8064, grad_norm: 5.3462 2021-02-05 06:02:04,515 - mmaction - INFO - Epoch [35][3280/3757] lr: 1.000e-02, eta: 2 days, 6:26:22, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.7945, loss_cls: 1.7850, loss: 1.7850, grad_norm: 5.1859 2021-02-05 06:02:13,489 - mmaction - INFO - Epoch [35][3300/3757] lr: 1.000e-02, eta: 2 days, 6:25:30, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7812, loss_cls: 1.8732, loss: 1.8732, grad_norm: 5.3931 2021-02-05 06:02:22,423 - mmaction - INFO - Epoch [35][3320/3757] lr: 1.000e-02, eta: 2 days, 6:24:38, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8008, loss_cls: 1.8304, loss: 1.8304, grad_norm: 5.2786 2021-02-05 06:02:31,336 - mmaction - INFO - Epoch [35][3340/3757] lr: 1.000e-02, eta: 2 days, 6:23:46, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.8449, loss: 1.8449, grad_norm: 5.2744 2021-02-05 06:02:40,340 - mmaction - INFO - Epoch [35][3360/3757] lr: 1.000e-02, eta: 2 days, 6:22:55, time: 0.450, data_time: 0.002, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7922, loss_cls: 1.7950, loss: 1.7950, grad_norm: 5.3503 2021-02-05 06:02:49,263 - mmaction - INFO - Epoch [35][3380/3757] lr: 1.000e-02, eta: 2 days, 6:22:03, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8031, loss_cls: 1.8079, loss: 1.8079, grad_norm: 5.3031 2021-02-05 06:02:58,223 - mmaction - INFO - Epoch [35][3400/3757] lr: 1.000e-02, eta: 2 days, 6:21:12, time: 0.448, data_time: 0.003, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7875, loss_cls: 1.8721, loss: 1.8721, grad_norm: 5.3846 2021-02-05 06:03:07,061 - mmaction - INFO - Epoch [35][3420/3757] lr: 1.000e-02, eta: 2 days, 6:20:19, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7805, loss_cls: 1.8399, loss: 1.8399, grad_norm: 5.0676 2021-02-05 06:03:15,983 - mmaction - INFO - Epoch [35][3440/3757] lr: 1.000e-02, eta: 2 days, 6:19:28, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7828, loss_cls: 1.8759, loss: 1.8759, grad_norm: 5.3614 2021-02-05 06:03:24,923 - mmaction - INFO - Epoch [35][3460/3757] lr: 1.000e-02, eta: 2 days, 6:18:36, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7969, loss_cls: 1.8610, loss: 1.8610, grad_norm: 5.3725 2021-02-05 06:03:33,810 - mmaction - INFO - Epoch [35][3480/3757] lr: 1.000e-02, eta: 2 days, 6:17:44, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7953, loss_cls: 1.7811, loss: 1.7811, grad_norm: 5.0536 2021-02-05 06:03:42,771 - mmaction - INFO - Epoch [35][3500/3757] lr: 1.000e-02, eta: 2 days, 6:16:53, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7937, loss_cls: 1.7943, loss: 1.7943, grad_norm: 5.2826 2021-02-05 06:03:51,700 - mmaction - INFO - Epoch [35][3520/3757] lr: 1.000e-02, eta: 2 days, 6:16:02, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8047, loss_cls: 1.7707, loss: 1.7707, grad_norm: 5.1696 2021-02-05 06:04:00,696 - mmaction - INFO - Epoch [35][3540/3757] lr: 1.000e-02, eta: 2 days, 6:15:10, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7789, loss_cls: 1.9297, loss: 1.9297, grad_norm: 5.3542 2021-02-05 06:04:09,599 - mmaction - INFO - Epoch [35][3560/3757] lr: 1.000e-02, eta: 2 days, 6:14:19, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8063, loss_cls: 1.8083, loss: 1.8083, grad_norm: 5.2265 2021-02-05 06:04:18,463 - mmaction - INFO - Epoch [35][3580/3757] lr: 1.000e-02, eta: 2 days, 6:13:27, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7867, loss_cls: 1.8683, loss: 1.8683, grad_norm: 4.9681 2021-02-05 06:04:27,439 - mmaction - INFO - Epoch [35][3600/3757] lr: 1.000e-02, eta: 2 days, 6:12:36, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8086, loss_cls: 1.7167, loss: 1.7167, grad_norm: 5.0950 2021-02-05 06:04:36,438 - mmaction - INFO - Epoch [35][3620/3757] lr: 1.000e-02, eta: 2 days, 6:11:45, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7961, loss_cls: 1.8202, loss: 1.8202, grad_norm: 5.3880 2021-02-05 06:04:45,301 - mmaction - INFO - Epoch [35][3640/3757] lr: 1.000e-02, eta: 2 days, 6:10:54, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8016, loss_cls: 1.7295, loss: 1.7295, grad_norm: 5.0814 2021-02-05 06:04:54,226 - mmaction - INFO - Epoch [35][3660/3757] lr: 1.000e-02, eta: 2 days, 6:10:02, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.8023, loss_cls: 1.8133, loss: 1.8133, grad_norm: 5.5004 2021-02-05 06:05:03,100 - mmaction - INFO - Epoch [35][3680/3757] lr: 1.000e-02, eta: 2 days, 6:09:11, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7977, loss_cls: 1.8580, loss: 1.8580, grad_norm: 5.4727 2021-02-05 06:05:12,032 - mmaction - INFO - Epoch [35][3700/3757] lr: 1.000e-02, eta: 2 days, 6:08:20, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7984, loss_cls: 1.7749, loss: 1.7749, grad_norm: 5.2646 2021-02-05 06:05:20,889 - mmaction - INFO - Epoch [35][3720/3757] lr: 1.000e-02, eta: 2 days, 6:07:28, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.8086, loss_cls: 1.7888, loss: 1.7888, grad_norm: 5.5608 2021-02-05 06:05:29,809 - mmaction - INFO - Epoch [35][3740/3757] lr: 1.000e-02, eta: 2 days, 6:06:37, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8039, loss_cls: 1.8079, loss: 1.8079, grad_norm: 5.2348 2021-02-05 06:05:50,594 - mmaction - INFO - Saving checkpoint at 35 epochs 2021-02-05 06:07:02,249 - mmaction - INFO - Epoch [36][20/3757] lr: 1.000e-02, eta: 2 days, 6:09:35, time: 3.554, data_time: 3.015, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7937, loss_cls: 1.7658, loss: 1.7658, grad_norm: 5.2235 2021-02-05 06:07:11,155 - mmaction - INFO - Epoch [36][40/3757] lr: 1.000e-02, eta: 2 days, 6:08:44, time: 0.445, data_time: 0.004, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8055, loss_cls: 1.7017, loss: 1.7017, grad_norm: 5.0711 2021-02-05 06:07:19,979 - mmaction - INFO - Epoch [36][60/3757] lr: 1.000e-02, eta: 2 days, 6:07:52, time: 0.441, data_time: 0.003, memory: 7141, top1_acc: 0.5664, top5_acc: 0.8078, loss_cls: 1.7765, loss: 1.7765, grad_norm: 5.0833 2021-02-05 06:07:28,779 - mmaction - INFO - Epoch [36][80/3757] lr: 1.000e-02, eta: 2 days, 6:07:01, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7859, loss_cls: 1.7997, loss: 1.7997, grad_norm: 5.3352 2021-02-05 06:07:37,569 - mmaction - INFO - Epoch [36][100/3757] lr: 1.000e-02, eta: 2 days, 6:06:09, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8016, loss_cls: 1.7619, loss: 1.7619, grad_norm: 5.2585 2021-02-05 06:07:46,408 - mmaction - INFO - Epoch [36][120/3757] lr: 1.000e-02, eta: 2 days, 6:05:17, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8086, loss_cls: 1.7458, loss: 1.7458, grad_norm: 5.2986 2021-02-05 06:07:55,281 - mmaction - INFO - Epoch [36][140/3757] lr: 1.000e-02, eta: 2 days, 6:04:26, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8117, loss_cls: 1.7291, loss: 1.7291, grad_norm: 5.3276 2021-02-05 06:08:04,173 - mmaction - INFO - Epoch [36][160/3757] lr: 1.000e-02, eta: 2 days, 6:03:35, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8320, loss_cls: 1.6641, loss: 1.6641, grad_norm: 5.4386 2021-02-05 06:08:13,044 - mmaction - INFO - Epoch [36][180/3757] lr: 1.000e-02, eta: 2 days, 6:02:44, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.8008, loss_cls: 1.8108, loss: 1.8108, grad_norm: 5.6288 2021-02-05 06:08:21,975 - mmaction - INFO - Epoch [36][200/3757] lr: 1.000e-02, eta: 2 days, 6:01:53, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8031, loss_cls: 1.7479, loss: 1.7479, grad_norm: 5.3449 2021-02-05 06:08:30,853 - mmaction - INFO - Epoch [36][220/3757] lr: 1.000e-02, eta: 2 days, 6:01:02, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7977, loss_cls: 1.8293, loss: 1.8293, grad_norm: 5.2045 2021-02-05 06:08:39,797 - mmaction - INFO - Epoch [36][240/3757] lr: 1.000e-02, eta: 2 days, 6:00:11, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7969, loss_cls: 1.8042, loss: 1.8042, grad_norm: 5.1870 2021-02-05 06:08:48,660 - mmaction - INFO - Epoch [36][260/3757] lr: 1.000e-02, eta: 2 days, 5:59:20, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7891, loss_cls: 1.8873, loss: 1.8873, grad_norm: 5.2611 2021-02-05 06:08:57,604 - mmaction - INFO - Epoch [36][280/3757] lr: 1.000e-02, eta: 2 days, 5:58:30, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.7945, loss_cls: 1.7505, loss: 1.7505, grad_norm: 5.3025 2021-02-05 06:09:06,534 - mmaction - INFO - Epoch [36][300/3757] lr: 1.000e-02, eta: 2 days, 5:57:39, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8258, loss_cls: 1.6571, loss: 1.6571, grad_norm: 5.1478 2021-02-05 06:09:15,403 - mmaction - INFO - Epoch [36][320/3757] lr: 1.000e-02, eta: 2 days, 5:56:48, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8016, loss_cls: 1.7332, loss: 1.7332, grad_norm: 5.1627 2021-02-05 06:09:24,288 - mmaction - INFO - Epoch [36][340/3757] lr: 1.000e-02, eta: 2 days, 5:55:57, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8063, loss_cls: 1.7226, loss: 1.7226, grad_norm: 5.0407 2021-02-05 06:09:33,267 - mmaction - INFO - Epoch [36][360/3757] lr: 1.000e-02, eta: 2 days, 5:55:07, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8070, loss_cls: 1.7367, loss: 1.7367, grad_norm: 5.2275 2021-02-05 06:09:42,118 - mmaction - INFO - Epoch [36][380/3757] lr: 1.000e-02, eta: 2 days, 5:54:16, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8125, loss_cls: 1.7151, loss: 1.7151, grad_norm: 5.3056 2021-02-05 06:09:51,020 - mmaction - INFO - Epoch [36][400/3757] lr: 1.000e-02, eta: 2 days, 5:53:25, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.9147, loss: 1.9147, grad_norm: 5.4128 2021-02-05 06:09:59,966 - mmaction - INFO - Epoch [36][420/3757] lr: 1.000e-02, eta: 2 days, 5:52:35, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7961, loss_cls: 1.8391, loss: 1.8391, grad_norm: 5.4226 2021-02-05 06:10:08,899 - mmaction - INFO - Epoch [36][440/3757] lr: 1.000e-02, eta: 2 days, 5:51:44, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8063, loss_cls: 1.7405, loss: 1.7405, grad_norm: 5.5058 2021-02-05 06:10:17,865 - mmaction - INFO - Epoch [36][460/3757] lr: 1.000e-02, eta: 2 days, 5:50:54, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8234, loss_cls: 1.7237, loss: 1.7237, grad_norm: 5.5674 2021-02-05 06:10:26,795 - mmaction - INFO - Epoch [36][480/3757] lr: 1.000e-02, eta: 2 days, 5:50:04, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8023, loss_cls: 1.7277, loss: 1.7277, grad_norm: 5.2916 2021-02-05 06:10:35,714 - mmaction - INFO - Epoch [36][500/3757] lr: 1.000e-02, eta: 2 days, 5:49:13, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8055, loss_cls: 1.7928, loss: 1.7928, grad_norm: 5.4069 2021-02-05 06:10:44,620 - mmaction - INFO - Epoch [36][520/3757] lr: 1.000e-02, eta: 2 days, 5:48:23, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7883, loss_cls: 1.8057, loss: 1.8057, grad_norm: 5.4225 2021-02-05 06:10:53,489 - mmaction - INFO - Epoch [36][540/3757] lr: 1.000e-02, eta: 2 days, 5:47:32, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8102, loss_cls: 1.7117, loss: 1.7117, grad_norm: 5.0819 2021-02-05 06:11:02,396 - mmaction - INFO - Epoch [36][560/3757] lr: 1.000e-02, eta: 2 days, 5:46:42, time: 0.445, data_time: 0.003, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8055, loss_cls: 1.7586, loss: 1.7586, grad_norm: 5.3421 2021-02-05 06:11:11,294 - mmaction - INFO - Epoch [36][580/3757] lr: 1.000e-02, eta: 2 days, 5:45:52, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7906, loss_cls: 1.7879, loss: 1.7879, grad_norm: 5.3197 2021-02-05 06:11:20,319 - mmaction - INFO - Epoch [36][600/3757] lr: 1.000e-02, eta: 2 days, 5:45:02, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8023, loss_cls: 1.7977, loss: 1.7977, grad_norm: 5.3159 2021-02-05 06:11:29,185 - mmaction - INFO - Epoch [36][620/3757] lr: 1.000e-02, eta: 2 days, 5:44:11, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8031, loss_cls: 1.7743, loss: 1.7743, grad_norm: 5.2442 2021-02-05 06:11:38,142 - mmaction - INFO - Epoch [36][640/3757] lr: 1.000e-02, eta: 2 days, 5:43:21, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8078, loss_cls: 1.7163, loss: 1.7163, grad_norm: 5.2285 2021-02-05 06:11:47,148 - mmaction - INFO - Epoch [36][660/3757] lr: 1.000e-02, eta: 2 days, 5:42:32, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8117, loss_cls: 1.6987, loss: 1.6987, grad_norm: 5.1960 2021-02-05 06:11:56,053 - mmaction - INFO - Epoch [36][680/3757] lr: 1.000e-02, eta: 2 days, 5:41:41, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7937, loss_cls: 1.8090, loss: 1.8090, grad_norm: 5.1652 2021-02-05 06:12:04,962 - mmaction - INFO - Epoch [36][700/3757] lr: 1.000e-02, eta: 2 days, 5:40:51, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7820, loss_cls: 1.8775, loss: 1.8775, grad_norm: 5.1934 2021-02-05 06:12:13,891 - mmaction - INFO - Epoch [36][720/3757] lr: 1.000e-02, eta: 2 days, 5:40:01, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5883, top5_acc: 0.7906, loss_cls: 1.8270, loss: 1.8270, grad_norm: 5.2910 2021-02-05 06:12:22,891 - mmaction - INFO - Epoch [36][740/3757] lr: 1.000e-02, eta: 2 days, 5:39:12, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7891, loss_cls: 1.8330, loss: 1.8330, grad_norm: 5.1921 2021-02-05 06:12:31,879 - mmaction - INFO - Epoch [36][760/3757] lr: 1.000e-02, eta: 2 days, 5:38:22, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7961, loss_cls: 1.7479, loss: 1.7479, grad_norm: 4.8958 2021-02-05 06:12:40,874 - mmaction - INFO - Epoch [36][780/3757] lr: 1.000e-02, eta: 2 days, 5:37:33, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7961, loss_cls: 1.7588, loss: 1.7588, grad_norm: 5.1135 2021-02-05 06:12:49,791 - mmaction - INFO - Epoch [36][800/3757] lr: 1.000e-02, eta: 2 days, 5:36:43, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6094, top5_acc: 0.8219, loss_cls: 1.6187, loss: 1.6187, grad_norm: 5.1044 2021-02-05 06:12:58,741 - mmaction - INFO - Epoch [36][820/3757] lr: 1.000e-02, eta: 2 days, 5:35:53, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7969, loss_cls: 1.8130, loss: 1.8130, grad_norm: 5.1566 2021-02-05 06:13:07,690 - mmaction - INFO - Epoch [36][840/3757] lr: 1.000e-02, eta: 2 days, 5:35:03, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7898, loss_cls: 1.8054, loss: 1.8054, grad_norm: 5.3580 2021-02-05 06:13:16,678 - mmaction - INFO - Epoch [36][860/3757] lr: 1.000e-02, eta: 2 days, 5:34:14, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7852, loss_cls: 1.8267, loss: 1.8267, grad_norm: 5.2463 2021-02-05 06:13:25,597 - mmaction - INFO - Epoch [36][880/3757] lr: 1.000e-02, eta: 2 days, 5:33:24, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7914, loss_cls: 1.7646, loss: 1.7646, grad_norm: 5.1687 2021-02-05 06:13:34,513 - mmaction - INFO - Epoch [36][900/3757] lr: 1.000e-02, eta: 2 days, 5:32:34, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.8008, loss_cls: 1.7938, loss: 1.7938, grad_norm: 5.2502 2021-02-05 06:13:43,450 - mmaction - INFO - Epoch [36][920/3757] lr: 1.000e-02, eta: 2 days, 5:31:45, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7969, loss_cls: 1.7754, loss: 1.7754, grad_norm: 5.3347 2021-02-05 06:13:52,318 - mmaction - INFO - Epoch [36][940/3757] lr: 1.000e-02, eta: 2 days, 5:30:55, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7891, loss_cls: 1.9006, loss: 1.9006, grad_norm: 5.4966 2021-02-05 06:14:01,244 - mmaction - INFO - Epoch [36][960/3757] lr: 1.000e-02, eta: 2 days, 5:30:05, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7930, loss_cls: 1.8486, loss: 1.8486, grad_norm: 5.2318 2021-02-05 06:14:10,110 - mmaction - INFO - Epoch [36][980/3757] lr: 1.000e-02, eta: 2 days, 5:29:15, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8039, loss_cls: 1.8100, loss: 1.8100, grad_norm: 5.3252 2021-02-05 06:14:19,018 - mmaction - INFO - Epoch [36][1000/3757] lr: 1.000e-02, eta: 2 days, 5:28:26, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7914, loss_cls: 1.8284, loss: 1.8284, grad_norm: 5.3318 2021-02-05 06:14:27,958 - mmaction - INFO - Epoch [36][1020/3757] lr: 1.000e-02, eta: 2 days, 5:27:36, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5852, top5_acc: 0.7992, loss_cls: 1.7671, loss: 1.7671, grad_norm: 5.1271 2021-02-05 06:14:36,888 - mmaction - INFO - Epoch [36][1040/3757] lr: 1.000e-02, eta: 2 days, 5:26:47, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8133, loss_cls: 1.7435, loss: 1.7435, grad_norm: 5.3184 2021-02-05 06:14:45,779 - mmaction - INFO - Epoch [36][1060/3757] lr: 1.000e-02, eta: 2 days, 5:25:57, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7945, loss_cls: 1.8530, loss: 1.8530, grad_norm: 5.1825 2021-02-05 06:14:54,662 - mmaction - INFO - Epoch [36][1080/3757] lr: 1.000e-02, eta: 2 days, 5:25:07, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8117, loss_cls: 1.7054, loss: 1.7054, grad_norm: 5.1166 2021-02-05 06:15:03,546 - mmaction - INFO - Epoch [36][1100/3757] lr: 1.000e-02, eta: 2 days, 5:24:18, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7922, loss_cls: 1.8019, loss: 1.8019, grad_norm: 5.3055 2021-02-05 06:15:12,498 - mmaction - INFO - Epoch [36][1120/3757] lr: 1.000e-02, eta: 2 days, 5:23:29, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8203, loss_cls: 1.7043, loss: 1.7043, grad_norm: 5.1998 2021-02-05 06:15:21,384 - mmaction - INFO - Epoch [36][1140/3757] lr: 1.000e-02, eta: 2 days, 5:22:39, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7859, loss_cls: 1.8176, loss: 1.8176, grad_norm: 5.3326 2021-02-05 06:15:30,323 - mmaction - INFO - Epoch [36][1160/3757] lr: 1.000e-02, eta: 2 days, 5:21:50, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5430, top5_acc: 0.8070, loss_cls: 1.8434, loss: 1.8434, grad_norm: 5.5623 2021-02-05 06:15:39,222 - mmaction - INFO - Epoch [36][1180/3757] lr: 1.000e-02, eta: 2 days, 5:21:01, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7914, loss_cls: 1.8330, loss: 1.8330, grad_norm: 5.2303 2021-02-05 06:15:48,127 - mmaction - INFO - Epoch [36][1200/3757] lr: 1.000e-02, eta: 2 days, 5:20:11, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8148, loss_cls: 1.7503, loss: 1.7503, grad_norm: 5.3969 2021-02-05 06:15:57,106 - mmaction - INFO - Epoch [36][1220/3757] lr: 1.000e-02, eta: 2 days, 5:19:22, time: 0.448, data_time: 0.004, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.7604, loss: 1.7604, grad_norm: 5.2472 2021-02-05 06:16:06,014 - mmaction - INFO - Epoch [36][1240/3757] lr: 1.000e-02, eta: 2 days, 5:18:33, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7969, loss_cls: 1.7962, loss: 1.7962, grad_norm: 5.3962 2021-02-05 06:16:14,940 - mmaction - INFO - Epoch [36][1260/3757] lr: 1.000e-02, eta: 2 days, 5:17:44, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7969, loss_cls: 1.7592, loss: 1.7592, grad_norm: 5.3795 2021-02-05 06:16:23,939 - mmaction - INFO - Epoch [36][1280/3757] lr: 1.000e-02, eta: 2 days, 5:16:55, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.7906, loss_cls: 1.8075, loss: 1.8075, grad_norm: 5.3478 2021-02-05 06:16:32,822 - mmaction - INFO - Epoch [36][1300/3757] lr: 1.000e-02, eta: 2 days, 5:16:06, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8172, loss_cls: 1.7791, loss: 1.7791, grad_norm: 5.3694 2021-02-05 06:16:41,757 - mmaction - INFO - Epoch [36][1320/3757] lr: 1.000e-02, eta: 2 days, 5:15:17, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8148, loss_cls: 1.7804, loss: 1.7804, grad_norm: 5.3794 2021-02-05 06:16:50,716 - mmaction - INFO - Epoch [36][1340/3757] lr: 1.000e-02, eta: 2 days, 5:14:28, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7953, loss_cls: 1.8354, loss: 1.8354, grad_norm: 5.5189 2021-02-05 06:16:59,626 - mmaction - INFO - Epoch [36][1360/3757] lr: 1.000e-02, eta: 2 days, 5:13:39, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7883, loss_cls: 1.8319, loss: 1.8319, grad_norm: 5.2590 2021-02-05 06:17:08,603 - mmaction - INFO - Epoch [36][1380/3757] lr: 1.000e-02, eta: 2 days, 5:12:50, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8172, loss_cls: 1.7168, loss: 1.7168, grad_norm: 5.2503 2021-02-05 06:17:17,565 - mmaction - INFO - Epoch [36][1400/3757] lr: 1.000e-02, eta: 2 days, 5:12:02, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7812, loss_cls: 1.8614, loss: 1.8614, grad_norm: 5.3254 2021-02-05 06:17:26,430 - mmaction - INFO - Epoch [36][1420/3757] lr: 1.000e-02, eta: 2 days, 5:11:13, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7891, loss_cls: 1.8598, loss: 1.8598, grad_norm: 5.5464 2021-02-05 06:17:35,303 - mmaction - INFO - Epoch [36][1440/3757] lr: 1.000e-02, eta: 2 days, 5:10:23, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7930, loss_cls: 1.7832, loss: 1.7832, grad_norm: 5.2426 2021-02-05 06:17:44,155 - mmaction - INFO - Epoch [36][1460/3757] lr: 1.000e-02, eta: 2 days, 5:09:34, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7891, loss_cls: 1.8609, loss: 1.8609, grad_norm: 5.3308 2021-02-05 06:17:53,047 - mmaction - INFO - Epoch [36][1480/3757] lr: 1.000e-02, eta: 2 days, 5:08:45, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7945, loss_cls: 1.8150, loss: 1.8150, grad_norm: 5.2427 2021-02-05 06:18:01,965 - mmaction - INFO - Epoch [36][1500/3757] lr: 1.000e-02, eta: 2 days, 5:07:57, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7836, loss_cls: 1.8514, loss: 1.8514, grad_norm: 5.1675 2021-02-05 06:18:10,934 - mmaction - INFO - Epoch [36][1520/3757] lr: 1.000e-02, eta: 2 days, 5:07:08, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7930, loss_cls: 1.8820, loss: 1.8820, grad_norm: 5.3409 2021-02-05 06:18:19,872 - mmaction - INFO - Epoch [36][1540/3757] lr: 1.000e-02, eta: 2 days, 5:06:20, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.8101, loss: 1.8101, grad_norm: 5.3366 2021-02-05 06:18:28,742 - mmaction - INFO - Epoch [36][1560/3757] lr: 1.000e-02, eta: 2 days, 5:05:31, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.8173, loss: 1.8173, grad_norm: 5.3545 2021-02-05 06:18:37,662 - mmaction - INFO - Epoch [36][1580/3757] lr: 1.000e-02, eta: 2 days, 5:04:42, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8039, loss_cls: 1.8096, loss: 1.8096, grad_norm: 5.4051 2021-02-05 06:18:46,650 - mmaction - INFO - Epoch [36][1600/3757] lr: 1.000e-02, eta: 2 days, 5:03:54, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7891, loss_cls: 1.8008, loss: 1.8008, grad_norm: 5.4188 2021-02-05 06:18:55,621 - mmaction - INFO - Epoch [36][1620/3757] lr: 1.000e-02, eta: 2 days, 5:03:05, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7773, loss_cls: 1.8872, loss: 1.8872, grad_norm: 5.4210 2021-02-05 06:19:04,509 - mmaction - INFO - Epoch [36][1640/3757] lr: 1.000e-02, eta: 2 days, 5:02:17, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8258, loss_cls: 1.7498, loss: 1.7498, grad_norm: 5.4895 2021-02-05 06:19:13,451 - mmaction - INFO - Epoch [36][1660/3757] lr: 1.000e-02, eta: 2 days, 5:01:28, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.7961, loss_cls: 1.7478, loss: 1.7478, grad_norm: 4.9831 2021-02-05 06:19:22,308 - mmaction - INFO - Epoch [36][1680/3757] lr: 1.000e-02, eta: 2 days, 5:00:39, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5883, top5_acc: 0.7969, loss_cls: 1.7913, loss: 1.7913, grad_norm: 5.2098 2021-02-05 06:19:31,252 - mmaction - INFO - Epoch [36][1700/3757] lr: 1.000e-02, eta: 2 days, 4:59:51, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7984, loss_cls: 1.7961, loss: 1.7961, grad_norm: 5.2844 2021-02-05 06:19:40,155 - mmaction - INFO - Epoch [36][1720/3757] lr: 1.000e-02, eta: 2 days, 4:59:03, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8125, loss_cls: 1.7177, loss: 1.7177, grad_norm: 5.2914 2021-02-05 06:19:49,069 - mmaction - INFO - Epoch [36][1740/3757] lr: 1.000e-02, eta: 2 days, 4:58:14, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7758, loss_cls: 1.8663, loss: 1.8663, grad_norm: 5.3287 2021-02-05 06:19:58,004 - mmaction - INFO - Epoch [36][1760/3757] lr: 1.000e-02, eta: 2 days, 4:57:26, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7922, loss_cls: 1.7939, loss: 1.7939, grad_norm: 5.1886 2021-02-05 06:20:06,883 - mmaction - INFO - Epoch [36][1780/3757] lr: 1.000e-02, eta: 2 days, 4:56:37, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7969, loss_cls: 1.8283, loss: 1.8283, grad_norm: 5.4413 2021-02-05 06:20:15,764 - mmaction - INFO - Epoch [36][1800/3757] lr: 1.000e-02, eta: 2 days, 4:55:49, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.7961, loss_cls: 1.7669, loss: 1.7669, grad_norm: 5.2884 2021-02-05 06:20:24,706 - mmaction - INFO - Epoch [36][1820/3757] lr: 1.000e-02, eta: 2 days, 4:55:01, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7977, loss_cls: 1.8205, loss: 1.8205, grad_norm: 5.2934 2021-02-05 06:20:33,652 - mmaction - INFO - Epoch [36][1840/3757] lr: 1.000e-02, eta: 2 days, 4:54:13, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7875, loss_cls: 1.8751, loss: 1.8751, grad_norm: 5.3463 2021-02-05 06:20:42,569 - mmaction - INFO - Epoch [36][1860/3757] lr: 1.000e-02, eta: 2 days, 4:53:24, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.7793, loss: 1.7793, grad_norm: 5.3184 2021-02-05 06:20:51,463 - mmaction - INFO - Epoch [36][1880/3757] lr: 1.000e-02, eta: 2 days, 4:52:36, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7906, loss_cls: 1.8419, loss: 1.8419, grad_norm: 5.3860 2021-02-05 06:21:00,427 - mmaction - INFO - Epoch [36][1900/3757] lr: 1.000e-02, eta: 2 days, 4:51:48, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8172, loss_cls: 1.7235, loss: 1.7235, grad_norm: 5.2014 2021-02-05 06:21:09,375 - mmaction - INFO - Epoch [36][1920/3757] lr: 1.000e-02, eta: 2 days, 4:51:00, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6039, top5_acc: 0.8211, loss_cls: 1.6672, loss: 1.6672, grad_norm: 5.2593 2021-02-05 06:21:18,284 - mmaction - INFO - Epoch [36][1940/3757] lr: 1.000e-02, eta: 2 days, 4:50:12, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7969, loss_cls: 1.7773, loss: 1.7773, grad_norm: 5.3322 2021-02-05 06:21:27,225 - mmaction - INFO - Epoch [36][1960/3757] lr: 1.000e-02, eta: 2 days, 4:49:24, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7898, loss_cls: 1.7982, loss: 1.7982, grad_norm: 5.2835 2021-02-05 06:21:36,150 - mmaction - INFO - Epoch [36][1980/3757] lr: 1.000e-02, eta: 2 days, 4:48:36, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.7969, loss_cls: 1.7788, loss: 1.7788, grad_norm: 5.2812 2021-02-05 06:21:45,162 - mmaction - INFO - Epoch [36][2000/3757] lr: 1.000e-02, eta: 2 days, 4:47:49, time: 0.451, data_time: 0.004, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7969, loss_cls: 1.7907, loss: 1.7907, grad_norm: 5.3910 2021-02-05 06:21:54,070 - mmaction - INFO - Epoch [36][2020/3757] lr: 1.000e-02, eta: 2 days, 4:47:01, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8023, loss_cls: 1.8017, loss: 1.8017, grad_norm: 5.3164 2021-02-05 06:22:03,037 - mmaction - INFO - Epoch [36][2040/3757] lr: 1.000e-02, eta: 2 days, 4:46:13, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7945, loss_cls: 1.7998, loss: 1.7998, grad_norm: 5.8678 2021-02-05 06:22:11,985 - mmaction - INFO - Epoch [36][2060/3757] lr: 1.000e-02, eta: 2 days, 4:45:25, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8023, loss_cls: 1.8121, loss: 1.8121, grad_norm: 5.3048 2021-02-05 06:22:20,981 - mmaction - INFO - Epoch [36][2080/3757] lr: 1.000e-02, eta: 2 days, 4:44:38, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8031, loss_cls: 1.7862, loss: 1.7862, grad_norm: 5.2350 2021-02-05 06:22:29,918 - mmaction - INFO - Epoch [36][2100/3757] lr: 1.000e-02, eta: 2 days, 4:43:50, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7984, loss_cls: 1.8175, loss: 1.8175, grad_norm: 5.2584 2021-02-05 06:22:38,814 - mmaction - INFO - Epoch [36][2120/3757] lr: 1.000e-02, eta: 2 days, 4:43:02, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8063, loss_cls: 1.7780, loss: 1.7780, grad_norm: 5.2574 2021-02-05 06:22:47,706 - mmaction - INFO - Epoch [36][2140/3757] lr: 1.000e-02, eta: 2 days, 4:42:14, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.8055, loss_cls: 1.8728, loss: 1.8728, grad_norm: 5.5093 2021-02-05 06:22:56,682 - mmaction - INFO - Epoch [36][2160/3757] lr: 1.000e-02, eta: 2 days, 4:41:27, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8314, loss: 1.8314, grad_norm: 5.3731 2021-02-05 06:23:05,544 - mmaction - INFO - Epoch [36][2180/3757] lr: 1.000e-02, eta: 2 days, 4:40:39, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7859, loss_cls: 1.8863, loss: 1.8863, grad_norm: 5.3677 2021-02-05 06:23:14,548 - mmaction - INFO - Epoch [36][2200/3757] lr: 1.000e-02, eta: 2 days, 4:39:51, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7875, loss_cls: 1.8466, loss: 1.8466, grad_norm: 5.3031 2021-02-05 06:23:23,465 - mmaction - INFO - Epoch [36][2220/3757] lr: 1.000e-02, eta: 2 days, 4:39:04, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7883, loss_cls: 1.8265, loss: 1.8265, grad_norm: 5.2284 2021-02-05 06:23:32,423 - mmaction - INFO - Epoch [36][2240/3757] lr: 1.000e-02, eta: 2 days, 4:38:16, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5383, top5_acc: 0.7742, loss_cls: 1.9341, loss: 1.9341, grad_norm: 5.5436 2021-02-05 06:23:41,340 - mmaction - INFO - Epoch [36][2260/3757] lr: 1.000e-02, eta: 2 days, 4:37:29, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7844, loss_cls: 1.8284, loss: 1.8284, grad_norm: 5.3855 2021-02-05 06:23:50,376 - mmaction - INFO - Epoch [36][2280/3757] lr: 1.000e-02, eta: 2 days, 4:36:42, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8047, loss_cls: 1.7482, loss: 1.7482, grad_norm: 5.3008 2021-02-05 06:23:59,288 - mmaction - INFO - Epoch [36][2300/3757] lr: 1.000e-02, eta: 2 days, 4:35:54, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7961, loss_cls: 1.8301, loss: 1.8301, grad_norm: 5.2463 2021-02-05 06:24:08,192 - mmaction - INFO - Epoch [36][2320/3757] lr: 1.000e-02, eta: 2 days, 4:35:06, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8055, loss_cls: 1.7350, loss: 1.7350, grad_norm: 5.2257 2021-02-05 06:24:17,172 - mmaction - INFO - Epoch [36][2340/3757] lr: 1.000e-02, eta: 2 days, 4:34:19, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8141, loss_cls: 1.7304, loss: 1.7304, grad_norm: 5.3640 2021-02-05 06:24:26,092 - mmaction - INFO - Epoch [36][2360/3757] lr: 1.000e-02, eta: 2 days, 4:33:32, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7844, loss_cls: 1.8378, loss: 1.8378, grad_norm: 5.3479 2021-02-05 06:24:34,996 - mmaction - INFO - Epoch [36][2380/3757] lr: 1.000e-02, eta: 2 days, 4:32:44, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7711, loss_cls: 1.9216, loss: 1.9216, grad_norm: 5.7012 2021-02-05 06:24:43,932 - mmaction - INFO - Epoch [36][2400/3757] lr: 1.000e-02, eta: 2 days, 4:31:57, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7812, loss_cls: 1.8468, loss: 1.8468, grad_norm: 5.4169 2021-02-05 06:24:52,854 - mmaction - INFO - Epoch [36][2420/3757] lr: 1.000e-02, eta: 2 days, 4:31:10, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.8196, loss: 1.8196, grad_norm: 5.4084 2021-02-05 06:25:01,727 - mmaction - INFO - Epoch [36][2440/3757] lr: 1.000e-02, eta: 2 days, 4:30:22, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7867, loss_cls: 1.8479, loss: 1.8479, grad_norm: 5.3769 2021-02-05 06:25:10,606 - mmaction - INFO - Epoch [36][2460/3757] lr: 1.000e-02, eta: 2 days, 4:29:35, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7992, loss_cls: 1.7669, loss: 1.7669, grad_norm: 5.1957 2021-02-05 06:25:19,538 - mmaction - INFO - Epoch [36][2480/3757] lr: 1.000e-02, eta: 2 days, 4:28:47, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8000, loss_cls: 1.7367, loss: 1.7367, grad_norm: 5.0680 2021-02-05 06:25:28,538 - mmaction - INFO - Epoch [36][2500/3757] lr: 1.000e-02, eta: 2 days, 4:28:01, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7672, loss_cls: 1.9312, loss: 1.9312, grad_norm: 5.4991 2021-02-05 06:25:37,474 - mmaction - INFO - Epoch [36][2520/3757] lr: 1.000e-02, eta: 2 days, 4:27:14, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8125, loss_cls: 1.7866, loss: 1.7866, grad_norm: 5.2120 2021-02-05 06:25:46,361 - mmaction - INFO - Epoch [36][2540/3757] lr: 1.000e-02, eta: 2 days, 4:26:26, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7953, loss_cls: 1.8431, loss: 1.8431, grad_norm: 5.2775 2021-02-05 06:25:55,303 - mmaction - INFO - Epoch [36][2560/3757] lr: 1.000e-02, eta: 2 days, 4:25:39, time: 0.447, data_time: 0.002, memory: 7141, top1_acc: 0.5625, top5_acc: 0.8023, loss_cls: 1.7685, loss: 1.7685, grad_norm: 5.4927 2021-02-05 06:26:04,272 - mmaction - INFO - Epoch [36][2580/3757] lr: 1.000e-02, eta: 2 days, 4:24:52, time: 0.449, data_time: 0.002, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8786, loss: 1.8786, grad_norm: 5.4303 2021-02-05 06:26:13,112 - mmaction - INFO - Epoch [36][2600/3757] lr: 1.000e-02, eta: 2 days, 4:24:05, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7977, loss_cls: 1.7271, loss: 1.7271, grad_norm: 5.2612 2021-02-05 06:26:22,049 - mmaction - INFO - Epoch [36][2620/3757] lr: 1.000e-02, eta: 2 days, 4:23:18, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5305, top5_acc: 0.7883, loss_cls: 1.9076, loss: 1.9076, grad_norm: 5.6012 2021-02-05 06:26:31,031 - mmaction - INFO - Epoch [36][2640/3757] lr: 1.000e-02, eta: 2 days, 4:22:31, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8055, loss_cls: 1.7776, loss: 1.7776, grad_norm: 5.3570 2021-02-05 06:26:39,907 - mmaction - INFO - Epoch [36][2660/3757] lr: 1.000e-02, eta: 2 days, 4:21:44, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7922, loss_cls: 1.8568, loss: 1.8568, grad_norm: 5.4565 2021-02-05 06:26:48,836 - mmaction - INFO - Epoch [36][2680/3757] lr: 1.000e-02, eta: 2 days, 4:20:57, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8086, loss_cls: 1.7387, loss: 1.7387, grad_norm: 5.1716 2021-02-05 06:26:57,744 - mmaction - INFO - Epoch [36][2700/3757] lr: 1.000e-02, eta: 2 days, 4:20:10, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7789, loss_cls: 1.9181, loss: 1.9181, grad_norm: 5.5455 2021-02-05 06:27:06,617 - mmaction - INFO - Epoch [36][2720/3757] lr: 1.000e-02, eta: 2 days, 4:19:23, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.8476, loss: 1.8476, grad_norm: 5.2833 2021-02-05 06:27:15,554 - mmaction - INFO - Epoch [36][2740/3757] lr: 1.000e-02, eta: 2 days, 4:18:36, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7953, loss_cls: 1.7932, loss: 1.7932, grad_norm: 5.4843 2021-02-05 06:27:24,444 - mmaction - INFO - Epoch [36][2760/3757] lr: 1.000e-02, eta: 2 days, 4:17:49, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7844, loss_cls: 1.8500, loss: 1.8500, grad_norm: 5.3524 2021-02-05 06:27:33,342 - mmaction - INFO - Epoch [36][2780/3757] lr: 1.000e-02, eta: 2 days, 4:17:02, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7852, loss_cls: 1.8236, loss: 1.8236, grad_norm: 5.2231 2021-02-05 06:27:42,305 - mmaction - INFO - Epoch [36][2800/3757] lr: 1.000e-02, eta: 2 days, 4:16:16, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8156, loss_cls: 1.6965, loss: 1.6965, grad_norm: 5.2720 2021-02-05 06:27:51,230 - mmaction - INFO - Epoch [36][2820/3757] lr: 1.000e-02, eta: 2 days, 4:15:29, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7891, loss_cls: 1.8361, loss: 1.8361, grad_norm: 5.3914 2021-02-05 06:28:00,154 - mmaction - INFO - Epoch [36][2840/3757] lr: 1.000e-02, eta: 2 days, 4:14:42, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7984, loss_cls: 1.8113, loss: 1.8113, grad_norm: 5.2798 2021-02-05 06:28:09,107 - mmaction - INFO - Epoch [36][2860/3757] lr: 1.000e-02, eta: 2 days, 4:13:56, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8133, loss_cls: 1.7051, loss: 1.7051, grad_norm: 5.1772 2021-02-05 06:28:17,987 - mmaction - INFO - Epoch [36][2880/3757] lr: 1.000e-02, eta: 2 days, 4:13:09, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8070, loss_cls: 1.7292, loss: 1.7292, grad_norm: 5.4621 2021-02-05 06:28:26,977 - mmaction - INFO - Epoch [36][2900/3757] lr: 1.000e-02, eta: 2 days, 4:12:22, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7992, loss_cls: 1.8030, loss: 1.8030, grad_norm: 5.3347 2021-02-05 06:28:35,868 - mmaction - INFO - Epoch [36][2920/3757] lr: 1.000e-02, eta: 2 days, 4:11:36, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7844, loss_cls: 1.8087, loss: 1.8087, grad_norm: 5.2397 2021-02-05 06:28:44,840 - mmaction - INFO - Epoch [36][2940/3757] lr: 1.000e-02, eta: 2 days, 4:10:49, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7891, loss_cls: 1.8854, loss: 1.8854, grad_norm: 5.4598 2021-02-05 06:28:53,874 - mmaction - INFO - Epoch [36][2960/3757] lr: 1.000e-02, eta: 2 days, 4:10:03, time: 0.452, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7969, loss_cls: 1.8630, loss: 1.8630, grad_norm: 5.2038 2021-02-05 06:29:02,758 - mmaction - INFO - Epoch [36][2980/3757] lr: 1.000e-02, eta: 2 days, 4:09:17, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8125, loss_cls: 1.7433, loss: 1.7433, grad_norm: 5.3048 2021-02-05 06:29:11,682 - mmaction - INFO - Epoch [36][3000/3757] lr: 1.000e-02, eta: 2 days, 4:08:30, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7844, loss_cls: 1.8676, loss: 1.8676, grad_norm: 5.4299 2021-02-05 06:29:20,649 - mmaction - INFO - Epoch [36][3020/3757] lr: 1.000e-02, eta: 2 days, 4:07:44, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7906, loss_cls: 1.8490, loss: 1.8490, grad_norm: 5.3721 2021-02-05 06:29:29,560 - mmaction - INFO - Epoch [36][3040/3757] lr: 1.000e-02, eta: 2 days, 4:06:57, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7688, loss_cls: 1.9218, loss: 1.9218, grad_norm: 5.4561 2021-02-05 06:29:38,521 - mmaction - INFO - Epoch [36][3060/3757] lr: 1.000e-02, eta: 2 days, 4:06:11, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7891, loss_cls: 1.8673, loss: 1.8673, grad_norm: 5.3111 2021-02-05 06:29:47,445 - mmaction - INFO - Epoch [36][3080/3757] lr: 1.000e-02, eta: 2 days, 4:05:25, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7820, loss_cls: 1.8970, loss: 1.8970, grad_norm: 5.4921 2021-02-05 06:29:56,322 - mmaction - INFO - Epoch [36][3100/3757] lr: 1.000e-02, eta: 2 days, 4:04:38, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7781, loss_cls: 1.8665, loss: 1.8665, grad_norm: 5.2364 2021-02-05 06:30:05,228 - mmaction - INFO - Epoch [36][3120/3757] lr: 1.000e-02, eta: 2 days, 4:03:52, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8023, loss_cls: 1.7295, loss: 1.7295, grad_norm: 5.0216 2021-02-05 06:30:14,115 - mmaction - INFO - Epoch [36][3140/3757] lr: 1.000e-02, eta: 2 days, 4:03:05, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7820, loss_cls: 1.9690, loss: 1.9690, grad_norm: 5.5191 2021-02-05 06:30:23,157 - mmaction - INFO - Epoch [36][3160/3757] lr: 1.000e-02, eta: 2 days, 4:02:20, time: 0.452, data_time: 0.000, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7961, loss_cls: 1.8416, loss: 1.8416, grad_norm: 5.3014 2021-02-05 06:30:32,019 - mmaction - INFO - Epoch [36][3180/3757] lr: 1.000e-02, eta: 2 days, 4:01:33, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7867, loss_cls: 1.8200, loss: 1.8200, grad_norm: 5.1291 2021-02-05 06:30:40,907 - mmaction - INFO - Epoch [36][3200/3757] lr: 1.000e-02, eta: 2 days, 4:00:47, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7742, loss_cls: 1.9447, loss: 1.9447, grad_norm: 5.4245 2021-02-05 06:30:49,873 - mmaction - INFO - Epoch [36][3220/3757] lr: 1.000e-02, eta: 2 days, 4:00:01, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7836, loss_cls: 1.8541, loss: 1.8541, grad_norm: 5.3439 2021-02-05 06:30:58,790 - mmaction - INFO - Epoch [36][3240/3757] lr: 1.000e-02, eta: 2 days, 3:59:15, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7922, loss_cls: 1.8254, loss: 1.8254, grad_norm: 5.2830 2021-02-05 06:31:07,796 - mmaction - INFO - Epoch [36][3260/3757] lr: 1.000e-02, eta: 2 days, 3:58:29, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8148, loss_cls: 1.7311, loss: 1.7311, grad_norm: 5.2948 2021-02-05 06:31:16,741 - mmaction - INFO - Epoch [36][3280/3757] lr: 1.000e-02, eta: 2 days, 3:57:43, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.9018, loss: 1.9018, grad_norm: 5.5164 2021-02-05 06:31:25,721 - mmaction - INFO - Epoch [36][3300/3757] lr: 1.000e-02, eta: 2 days, 3:56:57, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8109, loss_cls: 1.7773, loss: 1.7773, grad_norm: 5.4244 2021-02-05 06:31:34,694 - mmaction - INFO - Epoch [36][3320/3757] lr: 1.000e-02, eta: 2 days, 3:56:11, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7828, loss_cls: 1.8434, loss: 1.8434, grad_norm: 5.2452 2021-02-05 06:31:43,693 - mmaction - INFO - Epoch [36][3340/3757] lr: 1.000e-02, eta: 2 days, 3:55:26, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8094, loss_cls: 1.7743, loss: 1.7743, grad_norm: 5.0975 2021-02-05 06:31:52,683 - mmaction - INFO - Epoch [36][3360/3757] lr: 1.000e-02, eta: 2 days, 3:54:40, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7883, loss_cls: 1.8477, loss: 1.8477, grad_norm: 5.1842 2021-02-05 06:32:01,642 - mmaction - INFO - Epoch [36][3380/3757] lr: 1.000e-02, eta: 2 days, 3:53:54, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7898, loss_cls: 1.8091, loss: 1.8091, grad_norm: 5.2814 2021-02-05 06:32:10,554 - mmaction - INFO - Epoch [36][3400/3757] lr: 1.000e-02, eta: 2 days, 3:53:08, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7891, loss_cls: 1.8706, loss: 1.8706, grad_norm: 5.2809 2021-02-05 06:32:19,560 - mmaction - INFO - Epoch [36][3420/3757] lr: 1.000e-02, eta: 2 days, 3:52:23, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7836, loss_cls: 1.8422, loss: 1.8422, grad_norm: 5.3307 2021-02-05 06:32:28,521 - mmaction - INFO - Epoch [36][3440/3757] lr: 1.000e-02, eta: 2 days, 3:51:37, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8000, loss_cls: 1.8587, loss: 1.8587, grad_norm: 5.3665 2021-02-05 06:32:37,440 - mmaction - INFO - Epoch [36][3460/3757] lr: 1.000e-02, eta: 2 days, 3:50:51, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.8080, loss: 1.8080, grad_norm: 5.2667 2021-02-05 06:32:46,342 - mmaction - INFO - Epoch [36][3480/3757] lr: 1.000e-02, eta: 2 days, 3:50:06, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5344, top5_acc: 0.7727, loss_cls: 1.9513, loss: 1.9513, grad_norm: 5.5171 2021-02-05 06:32:55,281 - mmaction - INFO - Epoch [36][3500/3757] lr: 1.000e-02, eta: 2 days, 3:49:20, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7914, loss_cls: 1.8272, loss: 1.8272, grad_norm: 5.1947 2021-02-05 06:33:04,251 - mmaction - INFO - Epoch [36][3520/3757] lr: 1.000e-02, eta: 2 days, 3:48:34, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7914, loss_cls: 1.9111, loss: 1.9111, grad_norm: 5.2314 2021-02-05 06:33:13,192 - mmaction - INFO - Epoch [36][3540/3757] lr: 1.000e-02, eta: 2 days, 3:47:49, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7891, loss_cls: 1.8430, loss: 1.8430, grad_norm: 5.2320 2021-02-05 06:33:22,106 - mmaction - INFO - Epoch [36][3560/3757] lr: 1.000e-02, eta: 2 days, 3:47:03, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.8055, loss_cls: 1.8103, loss: 1.8103, grad_norm: 5.1241 2021-02-05 06:33:31,146 - mmaction - INFO - Epoch [36][3580/3757] lr: 1.000e-02, eta: 2 days, 3:46:18, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8172, loss_cls: 1.6782, loss: 1.6782, grad_norm: 5.2774 2021-02-05 06:33:40,111 - mmaction - INFO - Epoch [36][3600/3757] lr: 1.000e-02, eta: 2 days, 3:45:32, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7883, loss_cls: 1.8675, loss: 1.8675, grad_norm: 5.4313 2021-02-05 06:33:49,128 - mmaction - INFO - Epoch [36][3620/3757] lr: 1.000e-02, eta: 2 days, 3:44:47, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7797, loss_cls: 1.9252, loss: 1.9252, grad_norm: 5.5544 2021-02-05 06:33:58,019 - mmaction - INFO - Epoch [36][3640/3757] lr: 1.000e-02, eta: 2 days, 3:44:02, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7977, loss_cls: 1.8611, loss: 1.8611, grad_norm: 5.3617 2021-02-05 06:34:06,934 - mmaction - INFO - Epoch [36][3660/3757] lr: 1.000e-02, eta: 2 days, 3:43:16, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7937, loss_cls: 1.8214, loss: 1.8214, grad_norm: 5.2587 2021-02-05 06:34:15,844 - mmaction - INFO - Epoch [36][3680/3757] lr: 1.000e-02, eta: 2 days, 3:42:30, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.8008, loss_cls: 1.8453, loss: 1.8453, grad_norm: 5.3963 2021-02-05 06:34:24,765 - mmaction - INFO - Epoch [36][3700/3757] lr: 1.000e-02, eta: 2 days, 3:41:45, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9427, loss: 1.9427, grad_norm: 5.1834 2021-02-05 06:34:33,706 - mmaction - INFO - Epoch [36][3720/3757] lr: 1.000e-02, eta: 2 days, 3:40:59, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8008, loss_cls: 1.7799, loss: 1.7799, grad_norm: 5.1763 2021-02-05 06:34:42,520 - mmaction - INFO - Epoch [36][3740/3757] lr: 1.000e-02, eta: 2 days, 3:40:14, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7969, loss_cls: 1.7662, loss: 1.7662, grad_norm: 5.2978 2021-02-05 06:34:50,617 - mmaction - INFO - Saving checkpoint at 36 epochs 2021-02-05 06:35:22,031 - mmaction - INFO - Epoch [37][20/3757] lr: 1.000e-02, eta: 2 days, 3:39:56, time: 1.551, data_time: 1.108, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7977, loss_cls: 1.7757, loss: 1.7757, grad_norm: 5.2295 2021-02-05 06:35:30,945 - mmaction - INFO - Epoch [37][40/3757] lr: 1.000e-02, eta: 2 days, 3:39:10, time: 0.446, data_time: 0.005, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8055, loss_cls: 1.6891, loss: 1.6891, grad_norm: 5.1161 2021-02-05 06:35:39,828 - mmaction - INFO - Epoch [37][60/3757] lr: 1.000e-02, eta: 2 days, 3:38:25, time: 0.444, data_time: 0.002, memory: 7141, top1_acc: 0.5664, top5_acc: 0.8156, loss_cls: 1.7267, loss: 1.7267, grad_norm: 5.4133 2021-02-05 06:35:48,693 - mmaction - INFO - Epoch [37][80/3757] lr: 1.000e-02, eta: 2 days, 3:37:39, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8063, loss_cls: 1.7312, loss: 1.7312, grad_norm: 5.3610 2021-02-05 06:35:57,562 - mmaction - INFO - Epoch [37][100/3757] lr: 1.000e-02, eta: 2 days, 3:36:54, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.7306, loss: 1.7306, grad_norm: 5.1408 2021-02-05 06:36:06,517 - mmaction - INFO - Epoch [37][120/3757] lr: 1.000e-02, eta: 2 days, 3:36:09, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6188, top5_acc: 0.8180, loss_cls: 1.6693, loss: 1.6693, grad_norm: 5.1629 2021-02-05 06:36:15,407 - mmaction - INFO - Epoch [37][140/3757] lr: 1.000e-02, eta: 2 days, 3:35:23, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8164, loss_cls: 1.6990, loss: 1.6990, grad_norm: 5.4551 2021-02-05 06:36:24,363 - mmaction - INFO - Epoch [37][160/3757] lr: 1.000e-02, eta: 2 days, 3:34:38, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7459, loss: 1.7459, grad_norm: 5.1334 2021-02-05 06:36:33,369 - mmaction - INFO - Epoch [37][180/3757] lr: 1.000e-02, eta: 2 days, 3:33:53, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.7984, loss_cls: 1.7871, loss: 1.7871, grad_norm: 5.3866 2021-02-05 06:36:42,304 - mmaction - INFO - Epoch [37][200/3757] lr: 1.000e-02, eta: 2 days, 3:33:08, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8219, loss_cls: 1.6444, loss: 1.6444, grad_norm: 5.1134 2021-02-05 06:36:51,295 - mmaction - INFO - Epoch [37][220/3757] lr: 1.000e-02, eta: 2 days, 3:32:23, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7937, loss_cls: 1.7913, loss: 1.7913, grad_norm: 5.4444 2021-02-05 06:37:00,202 - mmaction - INFO - Epoch [37][240/3757] lr: 1.000e-02, eta: 2 days, 3:31:38, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8227, loss_cls: 1.6807, loss: 1.6807, grad_norm: 5.3287 2021-02-05 06:37:09,114 - mmaction - INFO - Epoch [37][260/3757] lr: 1.000e-02, eta: 2 days, 3:30:53, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8016, loss_cls: 1.7783, loss: 1.7783, grad_norm: 5.3233 2021-02-05 06:37:18,067 - mmaction - INFO - Epoch [37][280/3757] lr: 1.000e-02, eta: 2 days, 3:30:08, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7984, loss_cls: 1.7541, loss: 1.7541, grad_norm: 5.1563 2021-02-05 06:37:27,068 - mmaction - INFO - Epoch [37][300/3757] lr: 1.000e-02, eta: 2 days, 3:29:24, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.7883, loss_cls: 1.7819, loss: 1.7819, grad_norm: 5.2802 2021-02-05 06:37:36,022 - mmaction - INFO - Epoch [37][320/3757] lr: 1.000e-02, eta: 2 days, 3:28:39, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8109, loss_cls: 1.6945, loss: 1.6945, grad_norm: 5.2268 2021-02-05 06:37:44,948 - mmaction - INFO - Epoch [37][340/3757] lr: 1.000e-02, eta: 2 days, 3:27:54, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7953, loss_cls: 1.7951, loss: 1.7951, grad_norm: 5.3691 2021-02-05 06:37:53,924 - mmaction - INFO - Epoch [37][360/3757] lr: 1.000e-02, eta: 2 days, 3:27:09, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.7883, loss_cls: 1.7957, loss: 1.7957, grad_norm: 5.2570 2021-02-05 06:38:02,790 - mmaction - INFO - Epoch [37][380/3757] lr: 1.000e-02, eta: 2 days, 3:26:24, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7937, loss_cls: 1.8633, loss: 1.8633, grad_norm: 5.4276 2021-02-05 06:38:11,774 - mmaction - INFO - Epoch [37][400/3757] lr: 1.000e-02, eta: 2 days, 3:25:39, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7969, loss_cls: 1.7416, loss: 1.7416, grad_norm: 5.1167 2021-02-05 06:38:20,654 - mmaction - INFO - Epoch [37][420/3757] lr: 1.000e-02, eta: 2 days, 3:24:54, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6023, top5_acc: 0.8180, loss_cls: 1.6935, loss: 1.6935, grad_norm: 5.1569 2021-02-05 06:38:29,636 - mmaction - INFO - Epoch [37][440/3757] lr: 1.000e-02, eta: 2 days, 3:24:10, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8047, loss_cls: 1.7489, loss: 1.7489, grad_norm: 5.3338 2021-02-05 06:38:38,631 - mmaction - INFO - Epoch [37][460/3757] lr: 1.000e-02, eta: 2 days, 3:23:25, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8148, loss_cls: 1.7158, loss: 1.7158, grad_norm: 5.1788 2021-02-05 06:38:47,547 - mmaction - INFO - Epoch [37][480/3757] lr: 1.000e-02, eta: 2 days, 3:22:40, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8195, loss_cls: 1.7027, loss: 1.7027, grad_norm: 5.2619 2021-02-05 06:38:56,528 - mmaction - INFO - Epoch [37][500/3757] lr: 1.000e-02, eta: 2 days, 3:21:56, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.8047, loss_cls: 1.8407, loss: 1.8407, grad_norm: 5.4196 2021-02-05 06:39:05,510 - mmaction - INFO - Epoch [37][520/3757] lr: 1.000e-02, eta: 2 days, 3:21:11, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8016, loss_cls: 1.7072, loss: 1.7072, grad_norm: 5.3294 2021-02-05 06:39:14,493 - mmaction - INFO - Epoch [37][540/3757] lr: 1.000e-02, eta: 2 days, 3:20:27, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.8316, loss: 1.8316, grad_norm: 5.5893 2021-02-05 06:39:23,482 - mmaction - INFO - Epoch [37][560/3757] lr: 1.000e-02, eta: 2 days, 3:19:43, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8016, loss_cls: 1.7487, loss: 1.7487, grad_norm: 5.3592 2021-02-05 06:39:32,475 - mmaction - INFO - Epoch [37][580/3757] lr: 1.000e-02, eta: 2 days, 3:18:58, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7883, loss_cls: 1.8055, loss: 1.8055, grad_norm: 5.1773 2021-02-05 06:39:41,475 - mmaction - INFO - Epoch [37][600/3757] lr: 1.000e-02, eta: 2 days, 3:18:14, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8031, loss_cls: 1.7438, loss: 1.7438, grad_norm: 5.0937 2021-02-05 06:39:50,670 - mmaction - INFO - Epoch [37][620/3757] lr: 1.000e-02, eta: 2 days, 3:17:31, time: 0.460, data_time: 0.015, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8016, loss_cls: 1.7510, loss: 1.7510, grad_norm: 5.1303 2021-02-05 06:39:59,645 - mmaction - INFO - Epoch [37][640/3757] lr: 1.000e-02, eta: 2 days, 3:16:46, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8070, loss_cls: 1.7669, loss: 1.7669, grad_norm: 5.5457 2021-02-05 06:40:08,532 - mmaction - INFO - Epoch [37][660/3757] lr: 1.000e-02, eta: 2 days, 3:16:02, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7961, loss_cls: 1.7813, loss: 1.7813, grad_norm: 5.3689 2021-02-05 06:40:17,581 - mmaction - INFO - Epoch [37][680/3757] lr: 1.000e-02, eta: 2 days, 3:15:18, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7937, loss_cls: 1.8143, loss: 1.8143, grad_norm: 5.5102 2021-02-05 06:40:26,473 - mmaction - INFO - Epoch [37][700/3757] lr: 1.000e-02, eta: 2 days, 3:14:33, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7992, loss_cls: 1.8079, loss: 1.8079, grad_norm: 5.3159 2021-02-05 06:40:35,330 - mmaction - INFO - Epoch [37][720/3757] lr: 1.000e-02, eta: 2 days, 3:13:48, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8164, loss_cls: 1.7313, loss: 1.7313, grad_norm: 5.3037 2021-02-05 06:40:44,260 - mmaction - INFO - Epoch [37][740/3757] lr: 1.000e-02, eta: 2 days, 3:13:04, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8008, loss_cls: 1.7572, loss: 1.7572, grad_norm: 5.4071 2021-02-05 06:40:53,201 - mmaction - INFO - Epoch [37][760/3757] lr: 1.000e-02, eta: 2 days, 3:12:20, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.8047, loss_cls: 1.7639, loss: 1.7639, grad_norm: 5.4316 2021-02-05 06:41:02,158 - mmaction - INFO - Epoch [37][780/3757] lr: 1.000e-02, eta: 2 days, 3:11:35, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7977, loss_cls: 1.8451, loss: 1.8451, grad_norm: 5.3184 2021-02-05 06:41:11,109 - mmaction - INFO - Epoch [37][800/3757] lr: 1.000e-02, eta: 2 days, 3:10:51, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.8554, loss: 1.8554, grad_norm: 5.3216 2021-02-05 06:41:20,032 - mmaction - INFO - Epoch [37][820/3757] lr: 1.000e-02, eta: 2 days, 3:10:07, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7883, loss_cls: 1.8456, loss: 1.8456, grad_norm: 5.2086 2021-02-05 06:41:28,938 - mmaction - INFO - Epoch [37][840/3757] lr: 1.000e-02, eta: 2 days, 3:09:22, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8102, loss_cls: 1.8130, loss: 1.8130, grad_norm: 5.2585 2021-02-05 06:41:37,880 - mmaction - INFO - Epoch [37][860/3757] lr: 1.000e-02, eta: 2 days, 3:08:38, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.8156, loss_cls: 1.7637, loss: 1.7637, grad_norm: 5.3782 2021-02-05 06:41:46,827 - mmaction - INFO - Epoch [37][880/3757] lr: 1.000e-02, eta: 2 days, 3:07:54, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7937, loss_cls: 1.8159, loss: 1.8159, grad_norm: 5.3335 2021-02-05 06:41:55,713 - mmaction - INFO - Epoch [37][900/3757] lr: 1.000e-02, eta: 2 days, 3:07:10, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8016, loss_cls: 1.7549, loss: 1.7549, grad_norm: 5.1220 2021-02-05 06:42:04,591 - mmaction - INFO - Epoch [37][920/3757] lr: 1.000e-02, eta: 2 days, 3:06:25, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8117, loss_cls: 1.7855, loss: 1.7855, grad_norm: 5.2695 2021-02-05 06:42:13,546 - mmaction - INFO - Epoch [37][940/3757] lr: 1.000e-02, eta: 2 days, 3:05:41, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8086, loss_cls: 1.7482, loss: 1.7482, grad_norm: 5.2260 2021-02-05 06:42:22,488 - mmaction - INFO - Epoch [37][960/3757] lr: 1.000e-02, eta: 2 days, 3:04:57, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8070, loss_cls: 1.7916, loss: 1.7916, grad_norm: 5.4129 2021-02-05 06:42:31,464 - mmaction - INFO - Epoch [37][980/3757] lr: 1.000e-02, eta: 2 days, 3:04:13, time: 0.448, data_time: 0.004, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7969, loss_cls: 1.8156, loss: 1.8156, grad_norm: 5.4237 2021-02-05 06:42:40,421 - mmaction - INFO - Epoch [37][1000/3757] lr: 1.000e-02, eta: 2 days, 3:03:29, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8000, loss_cls: 1.8027, loss: 1.8027, grad_norm: 5.2879 2021-02-05 06:42:49,350 - mmaction - INFO - Epoch [37][1020/3757] lr: 1.000e-02, eta: 2 days, 3:02:45, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8000, loss_cls: 1.7981, loss: 1.7981, grad_norm: 5.2143 2021-02-05 06:42:58,335 - mmaction - INFO - Epoch [37][1040/3757] lr: 1.000e-02, eta: 2 days, 3:02:02, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7984, loss_cls: 1.8447, loss: 1.8447, grad_norm: 5.3356 2021-02-05 06:43:07,228 - mmaction - INFO - Epoch [37][1060/3757] lr: 1.000e-02, eta: 2 days, 3:01:17, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7859, loss_cls: 1.8780, loss: 1.8780, grad_norm: 5.1598 2021-02-05 06:43:16,198 - mmaction - INFO - Epoch [37][1080/3757] lr: 1.000e-02, eta: 2 days, 3:00:34, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.7872, loss: 1.7872, grad_norm: 5.1919 2021-02-05 06:43:25,104 - mmaction - INFO - Epoch [37][1100/3757] lr: 1.000e-02, eta: 2 days, 2:59:50, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.7984, loss_cls: 1.7668, loss: 1.7668, grad_norm: 5.1287 2021-02-05 06:43:34,050 - mmaction - INFO - Epoch [37][1120/3757] lr: 1.000e-02, eta: 2 days, 2:59:06, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7898, loss_cls: 1.7662, loss: 1.7662, grad_norm: 5.1588 2021-02-05 06:43:43,002 - mmaction - INFO - Epoch [37][1140/3757] lr: 1.000e-02, eta: 2 days, 2:58:22, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8078, loss_cls: 1.7272, loss: 1.7272, grad_norm: 5.3190 2021-02-05 06:43:51,891 - mmaction - INFO - Epoch [37][1160/3757] lr: 1.000e-02, eta: 2 days, 2:57:38, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7961, loss_cls: 1.8124, loss: 1.8124, grad_norm: 5.3283 2021-02-05 06:44:00,805 - mmaction - INFO - Epoch [37][1180/3757] lr: 1.000e-02, eta: 2 days, 2:56:54, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7953, loss_cls: 1.7978, loss: 1.7978, grad_norm: 5.3009 2021-02-05 06:44:09,827 - mmaction - INFO - Epoch [37][1200/3757] lr: 1.000e-02, eta: 2 days, 2:56:11, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8008, loss_cls: 1.7895, loss: 1.7895, grad_norm: 5.3569 2021-02-05 06:44:18,737 - mmaction - INFO - Epoch [37][1220/3757] lr: 1.000e-02, eta: 2 days, 2:55:27, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7898, loss_cls: 1.8294, loss: 1.8294, grad_norm: 5.3328 2021-02-05 06:44:27,636 - mmaction - INFO - Epoch [37][1240/3757] lr: 1.000e-02, eta: 2 days, 2:54:43, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7891, loss_cls: 1.8128, loss: 1.8128, grad_norm: 5.4513 2021-02-05 06:44:36,625 - mmaction - INFO - Epoch [37][1260/3757] lr: 1.000e-02, eta: 2 days, 2:53:59, time: 0.450, data_time: 0.002, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8039, loss_cls: 1.7985, loss: 1.7985, grad_norm: 5.4524 2021-02-05 06:44:45,610 - mmaction - INFO - Epoch [37][1280/3757] lr: 1.000e-02, eta: 2 days, 2:53:16, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8000, loss_cls: 1.7418, loss: 1.7418, grad_norm: 5.3692 2021-02-05 06:44:54,551 - mmaction - INFO - Epoch [37][1300/3757] lr: 1.000e-02, eta: 2 days, 2:52:32, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7766, loss_cls: 1.8572, loss: 1.8572, grad_norm: 5.3054 2021-02-05 06:45:03,528 - mmaction - INFO - Epoch [37][1320/3757] lr: 1.000e-02, eta: 2 days, 2:51:49, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8023, loss_cls: 1.7436, loss: 1.7436, grad_norm: 5.3954 2021-02-05 06:45:12,474 - mmaction - INFO - Epoch [37][1340/3757] lr: 1.000e-02, eta: 2 days, 2:51:05, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8039, loss_cls: 1.7850, loss: 1.7850, grad_norm: 5.3750 2021-02-05 06:45:21,358 - mmaction - INFO - Epoch [37][1360/3757] lr: 1.000e-02, eta: 2 days, 2:50:22, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7898, loss_cls: 1.8671, loss: 1.8671, grad_norm: 5.3609 2021-02-05 06:45:30,247 - mmaction - INFO - Epoch [37][1380/3757] lr: 1.000e-02, eta: 2 days, 2:49:38, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5938, top5_acc: 0.7859, loss_cls: 1.8430, loss: 1.8430, grad_norm: 5.1226 2021-02-05 06:45:39,109 - mmaction - INFO - Epoch [37][1400/3757] lr: 1.000e-02, eta: 2 days, 2:48:54, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7891, loss_cls: 1.8391, loss: 1.8391, grad_norm: 5.3842 2021-02-05 06:45:48,026 - mmaction - INFO - Epoch [37][1420/3757] lr: 1.000e-02, eta: 2 days, 2:48:10, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8016, loss_cls: 1.7861, loss: 1.7861, grad_norm: 5.2636 2021-02-05 06:45:57,014 - mmaction - INFO - Epoch [37][1440/3757] lr: 1.000e-02, eta: 2 days, 2:47:27, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7805, loss_cls: 1.8430, loss: 1.8430, grad_norm: 5.2362 2021-02-05 06:46:05,908 - mmaction - INFO - Epoch [37][1460/3757] lr: 1.000e-02, eta: 2 days, 2:46:44, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.7139, loss: 1.7139, grad_norm: 5.3469 2021-02-05 06:46:14,825 - mmaction - INFO - Epoch [37][1480/3757] lr: 1.000e-02, eta: 2 days, 2:46:00, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8086, loss_cls: 1.7895, loss: 1.7895, grad_norm: 5.3286 2021-02-05 06:46:23,840 - mmaction - INFO - Epoch [37][1500/3757] lr: 1.000e-02, eta: 2 days, 2:45:17, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7961, loss_cls: 1.8275, loss: 1.8275, grad_norm: 5.3119 2021-02-05 06:46:32,749 - mmaction - INFO - Epoch [37][1520/3757] lr: 1.000e-02, eta: 2 days, 2:44:34, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7413, loss: 1.7413, grad_norm: 5.2152 2021-02-05 06:46:41,662 - mmaction - INFO - Epoch [37][1540/3757] lr: 1.000e-02, eta: 2 days, 2:43:50, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8258, loss_cls: 1.7439, loss: 1.7439, grad_norm: 5.2843 2021-02-05 06:46:50,602 - mmaction - INFO - Epoch [37][1560/3757] lr: 1.000e-02, eta: 2 days, 2:43:07, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.7992, loss_cls: 1.7701, loss: 1.7701, grad_norm: 5.3329 2021-02-05 06:46:59,457 - mmaction - INFO - Epoch [37][1580/3757] lr: 1.000e-02, eta: 2 days, 2:42:23, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7844, loss_cls: 1.8610, loss: 1.8610, grad_norm: 5.2250 2021-02-05 06:47:08,371 - mmaction - INFO - Epoch [37][1600/3757] lr: 1.000e-02, eta: 2 days, 2:41:40, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8070, loss_cls: 1.7592, loss: 1.7592, grad_norm: 5.2223 2021-02-05 06:47:17,271 - mmaction - INFO - Epoch [37][1620/3757] lr: 1.000e-02, eta: 2 days, 2:40:56, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8117, loss_cls: 1.6892, loss: 1.6892, grad_norm: 5.1667 2021-02-05 06:47:26,188 - mmaction - INFO - Epoch [37][1640/3757] lr: 1.000e-02, eta: 2 days, 2:40:13, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7914, loss_cls: 1.7890, loss: 1.7890, grad_norm: 5.2705 2021-02-05 06:47:35,165 - mmaction - INFO - Epoch [37][1660/3757] lr: 1.000e-02, eta: 2 days, 2:39:30, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8195, loss_cls: 1.6827, loss: 1.6827, grad_norm: 5.3091 2021-02-05 06:47:44,066 - mmaction - INFO - Epoch [37][1680/3757] lr: 1.000e-02, eta: 2 days, 2:38:47, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7961, loss_cls: 1.8202, loss: 1.8202, grad_norm: 5.3935 2021-02-05 06:47:52,965 - mmaction - INFO - Epoch [37][1700/3757] lr: 1.000e-02, eta: 2 days, 2:38:04, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7852, loss_cls: 1.8713, loss: 1.8713, grad_norm: 5.4923 2021-02-05 06:48:01,875 - mmaction - INFO - Epoch [37][1720/3757] lr: 1.000e-02, eta: 2 days, 2:37:20, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8055, loss_cls: 1.7247, loss: 1.7247, grad_norm: 5.1109 2021-02-05 06:48:10,802 - mmaction - INFO - Epoch [37][1740/3757] lr: 1.000e-02, eta: 2 days, 2:36:37, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7891, loss_cls: 1.7824, loss: 1.7824, grad_norm: 5.1837 2021-02-05 06:48:19,745 - mmaction - INFO - Epoch [37][1760/3757] lr: 1.000e-02, eta: 2 days, 2:35:54, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8148, loss_cls: 1.6733, loss: 1.6733, grad_norm: 5.1446 2021-02-05 06:48:28,652 - mmaction - INFO - Epoch [37][1780/3757] lr: 1.000e-02, eta: 2 days, 2:35:11, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8102, loss_cls: 1.7367, loss: 1.7367, grad_norm: 5.2720 2021-02-05 06:48:37,514 - mmaction - INFO - Epoch [37][1800/3757] lr: 1.000e-02, eta: 2 days, 2:34:28, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8047, loss_cls: 1.8640, loss: 1.8640, grad_norm: 5.3638 2021-02-05 06:48:46,395 - mmaction - INFO - Epoch [37][1820/3757] lr: 1.000e-02, eta: 2 days, 2:33:44, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7930, loss_cls: 1.8521, loss: 1.8521, grad_norm: 5.4912 2021-02-05 06:48:55,328 - mmaction - INFO - Epoch [37][1840/3757] lr: 1.000e-02, eta: 2 days, 2:33:01, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8039, loss_cls: 1.7942, loss: 1.7942, grad_norm: 5.3315 2021-02-05 06:49:04,214 - mmaction - INFO - Epoch [37][1860/3757] lr: 1.000e-02, eta: 2 days, 2:32:18, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8008, loss_cls: 1.7880, loss: 1.7880, grad_norm: 5.2711 2021-02-05 06:49:13,158 - mmaction - INFO - Epoch [37][1880/3757] lr: 1.000e-02, eta: 2 days, 2:31:35, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8039, loss_cls: 1.7474, loss: 1.7474, grad_norm: 5.3461 2021-02-05 06:49:22,021 - mmaction - INFO - Epoch [37][1900/3757] lr: 1.000e-02, eta: 2 days, 2:30:52, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8063, loss_cls: 1.7661, loss: 1.7661, grad_norm: 5.3113 2021-02-05 06:49:30,913 - mmaction - INFO - Epoch [37][1920/3757] lr: 1.000e-02, eta: 2 days, 2:30:09, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.7945, loss_cls: 1.7605, loss: 1.7605, grad_norm: 5.2730 2021-02-05 06:49:39,837 - mmaction - INFO - Epoch [37][1940/3757] lr: 1.000e-02, eta: 2 days, 2:29:26, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7883, loss_cls: 1.8520, loss: 1.8520, grad_norm: 5.4481 2021-02-05 06:49:48,794 - mmaction - INFO - Epoch [37][1960/3757] lr: 1.000e-02, eta: 2 days, 2:28:44, time: 0.449, data_time: 0.002, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7891, loss_cls: 1.8063, loss: 1.8063, grad_norm: 5.4672 2021-02-05 06:49:57,764 - mmaction - INFO - Epoch [37][1980/3757] lr: 1.000e-02, eta: 2 days, 2:28:01, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8008, loss_cls: 1.8215, loss: 1.8215, grad_norm: 5.3135 2021-02-05 06:50:06,724 - mmaction - INFO - Epoch [37][2000/3757] lr: 1.000e-02, eta: 2 days, 2:27:18, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8086, loss_cls: 1.7980, loss: 1.7980, grad_norm: 5.2761 2021-02-05 06:50:15,714 - mmaction - INFO - Epoch [37][2020/3757] lr: 1.000e-02, eta: 2 days, 2:26:36, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7805, loss_cls: 1.8705, loss: 1.8705, grad_norm: 5.3208 2021-02-05 06:50:24,617 - mmaction - INFO - Epoch [37][2040/3757] lr: 1.000e-02, eta: 2 days, 2:25:53, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.6972, loss: 1.6972, grad_norm: 5.1046 2021-02-05 06:50:33,531 - mmaction - INFO - Epoch [37][2060/3757] lr: 1.000e-02, eta: 2 days, 2:25:10, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7820, loss_cls: 1.9150, loss: 1.9150, grad_norm: 5.5587 2021-02-05 06:50:42,477 - mmaction - INFO - Epoch [37][2080/3757] lr: 1.000e-02, eta: 2 days, 2:24:28, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8070, loss_cls: 1.7976, loss: 1.7976, grad_norm: 5.4169 2021-02-05 06:50:51,406 - mmaction - INFO - Epoch [37][2100/3757] lr: 1.000e-02, eta: 2 days, 2:23:45, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8109, loss_cls: 1.7719, loss: 1.7719, grad_norm: 5.3799 2021-02-05 06:51:00,358 - mmaction - INFO - Epoch [37][2120/3757] lr: 1.000e-02, eta: 2 days, 2:23:02, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7805, loss_cls: 1.9030, loss: 1.9030, grad_norm: 5.4511 2021-02-05 06:51:09,234 - mmaction - INFO - Epoch [37][2140/3757] lr: 1.000e-02, eta: 2 days, 2:22:19, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7937, loss_cls: 1.8257, loss: 1.8257, grad_norm: 5.2920 2021-02-05 06:51:18,168 - mmaction - INFO - Epoch [37][2160/3757] lr: 1.000e-02, eta: 2 days, 2:21:37, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7773, loss_cls: 1.9284, loss: 1.9284, grad_norm: 5.2218 2021-02-05 06:51:27,176 - mmaction - INFO - Epoch [37][2180/3757] lr: 1.000e-02, eta: 2 days, 2:20:55, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8023, loss_cls: 1.8020, loss: 1.8020, grad_norm: 5.1634 2021-02-05 06:51:36,048 - mmaction - INFO - Epoch [37][2200/3757] lr: 1.000e-02, eta: 2 days, 2:20:12, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8031, loss_cls: 1.7724, loss: 1.7724, grad_norm: 5.3544 2021-02-05 06:51:45,080 - mmaction - INFO - Epoch [37][2220/3757] lr: 1.000e-02, eta: 2 days, 2:19:30, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7688, loss_cls: 1.9087, loss: 1.9087, grad_norm: 5.5040 2021-02-05 06:51:54,052 - mmaction - INFO - Epoch [37][2240/3757] lr: 1.000e-02, eta: 2 days, 2:18:47, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8086, loss_cls: 1.7733, loss: 1.7733, grad_norm: 5.1000 2021-02-05 06:52:03,045 - mmaction - INFO - Epoch [37][2260/3757] lr: 1.000e-02, eta: 2 days, 2:18:05, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8125, loss_cls: 1.7828, loss: 1.7828, grad_norm: 5.1459 2021-02-05 06:52:12,020 - mmaction - INFO - Epoch [37][2280/3757] lr: 1.000e-02, eta: 2 days, 2:17:23, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8180, loss_cls: 1.7633, loss: 1.7633, grad_norm: 5.2970 2021-02-05 06:52:21,019 - mmaction - INFO - Epoch [37][2300/3757] lr: 1.000e-02, eta: 2 days, 2:16:41, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8086, loss_cls: 1.6966, loss: 1.6966, grad_norm: 5.3938 2021-02-05 06:52:29,972 - mmaction - INFO - Epoch [37][2320/3757] lr: 1.000e-02, eta: 2 days, 2:15:59, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7953, loss_cls: 1.8038, loss: 1.8038, grad_norm: 5.4228 2021-02-05 06:52:38,942 - mmaction - INFO - Epoch [37][2340/3757] lr: 1.000e-02, eta: 2 days, 2:15:16, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7734, loss_cls: 1.8893, loss: 1.8893, grad_norm: 5.5936 2021-02-05 06:52:47,875 - mmaction - INFO - Epoch [37][2360/3757] lr: 1.000e-02, eta: 2 days, 2:14:34, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8023, loss_cls: 1.7886, loss: 1.7886, grad_norm: 5.4764 2021-02-05 06:52:56,865 - mmaction - INFO - Epoch [37][2380/3757] lr: 1.000e-02, eta: 2 days, 2:13:52, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8078, loss_cls: 1.7571, loss: 1.7571, grad_norm: 5.2536 2021-02-05 06:53:05,824 - mmaction - INFO - Epoch [37][2400/3757] lr: 1.000e-02, eta: 2 days, 2:13:10, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7930, loss_cls: 1.7808, loss: 1.7808, grad_norm: 5.2327 2021-02-05 06:53:14,775 - mmaction - INFO - Epoch [37][2420/3757] lr: 1.000e-02, eta: 2 days, 2:12:28, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.7977, loss_cls: 1.7516, loss: 1.7516, grad_norm: 5.2183 2021-02-05 06:53:23,716 - mmaction - INFO - Epoch [37][2440/3757] lr: 1.000e-02, eta: 2 days, 2:11:46, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8203, loss_cls: 1.6783, loss: 1.6783, grad_norm: 5.2784 2021-02-05 06:53:32,570 - mmaction - INFO - Epoch [37][2460/3757] lr: 1.000e-02, eta: 2 days, 2:11:03, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7992, loss_cls: 1.7624, loss: 1.7624, grad_norm: 5.4083 2021-02-05 06:53:41,512 - mmaction - INFO - Epoch [37][2480/3757] lr: 1.000e-02, eta: 2 days, 2:10:21, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7836, loss_cls: 1.9188, loss: 1.9188, grad_norm: 5.4539 2021-02-05 06:53:50,436 - mmaction - INFO - Epoch [37][2500/3757] lr: 1.000e-02, eta: 2 days, 2:09:39, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5852, top5_acc: 0.7867, loss_cls: 1.8396, loss: 1.8396, grad_norm: 5.1905 2021-02-05 06:53:59,374 - mmaction - INFO - Epoch [37][2520/3757] lr: 1.000e-02, eta: 2 days, 2:08:56, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7805, loss_cls: 1.8555, loss: 1.8555, grad_norm: 5.4075 2021-02-05 06:54:08,258 - mmaction - INFO - Epoch [37][2540/3757] lr: 1.000e-02, eta: 2 days, 2:08:14, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7867, loss_cls: 1.8340, loss: 1.8340, grad_norm: 5.4528 2021-02-05 06:54:17,209 - mmaction - INFO - Epoch [37][2560/3757] lr: 1.000e-02, eta: 2 days, 2:07:32, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7781, loss_cls: 1.8834, loss: 1.8834, grad_norm: 5.4075 2021-02-05 06:54:26,148 - mmaction - INFO - Epoch [37][2580/3757] lr: 1.000e-02, eta: 2 days, 2:06:50, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.7997, loss: 1.7997, grad_norm: 5.3599 2021-02-05 06:54:35,146 - mmaction - INFO - Epoch [37][2600/3757] lr: 1.000e-02, eta: 2 days, 2:06:08, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8070, loss_cls: 1.8111, loss: 1.8111, grad_norm: 5.5227 2021-02-05 06:54:44,119 - mmaction - INFO - Epoch [37][2620/3757] lr: 1.000e-02, eta: 2 days, 2:05:27, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7789, loss_cls: 1.8755, loss: 1.8755, grad_norm: 5.4962 2021-02-05 06:54:53,095 - mmaction - INFO - Epoch [37][2640/3757] lr: 1.000e-02, eta: 2 days, 2:04:45, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8055, loss_cls: 1.8154, loss: 1.8154, grad_norm: 5.3260 2021-02-05 06:55:02,046 - mmaction - INFO - Epoch [37][2660/3757] lr: 1.000e-02, eta: 2 days, 2:04:03, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7680, loss_cls: 1.9401, loss: 1.9401, grad_norm: 5.4005 2021-02-05 06:55:11,078 - mmaction - INFO - Epoch [37][2680/3757] lr: 1.000e-02, eta: 2 days, 2:03:21, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8055, loss_cls: 1.7444, loss: 1.7444, grad_norm: 5.2604 2021-02-05 06:55:20,061 - mmaction - INFO - Epoch [37][2700/3757] lr: 1.000e-02, eta: 2 days, 2:02:40, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7898, loss_cls: 1.8644, loss: 1.8644, grad_norm: 5.2683 2021-02-05 06:55:28,989 - mmaction - INFO - Epoch [37][2720/3757] lr: 1.000e-02, eta: 2 days, 2:01:58, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8055, loss_cls: 1.7956, loss: 1.7956, grad_norm: 5.1839 2021-02-05 06:55:38,006 - mmaction - INFO - Epoch [37][2740/3757] lr: 1.000e-02, eta: 2 days, 2:01:16, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8000, loss_cls: 1.7732, loss: 1.7732, grad_norm: 5.1423 2021-02-05 06:55:46,931 - mmaction - INFO - Epoch [37][2760/3757] lr: 1.000e-02, eta: 2 days, 2:00:34, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8039, loss_cls: 1.7071, loss: 1.7071, grad_norm: 5.2788 2021-02-05 06:55:55,901 - mmaction - INFO - Epoch [37][2780/3757] lr: 1.000e-02, eta: 2 days, 1:59:53, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5367, top5_acc: 0.7937, loss_cls: 1.8931, loss: 1.8931, grad_norm: 5.5719 2021-02-05 06:56:04,867 - mmaction - INFO - Epoch [37][2800/3757] lr: 1.000e-02, eta: 2 days, 1:59:11, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8063, loss_cls: 1.6867, loss: 1.6867, grad_norm: 5.2454 2021-02-05 06:56:13,878 - mmaction - INFO - Epoch [37][2820/3757] lr: 1.000e-02, eta: 2 days, 1:58:30, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8070, loss_cls: 1.7681, loss: 1.7681, grad_norm: 5.1889 2021-02-05 06:56:22,959 - mmaction - INFO - Epoch [37][2840/3757] lr: 1.000e-02, eta: 2 days, 1:57:48, time: 0.454, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.8023, loss_cls: 1.8180, loss: 1.8180, grad_norm: 5.4309 2021-02-05 06:56:31,993 - mmaction - INFO - Epoch [37][2860/3757] lr: 1.000e-02, eta: 2 days, 1:57:07, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7898, loss_cls: 1.7857, loss: 1.7857, grad_norm: 5.3487 2021-02-05 06:56:40,953 - mmaction - INFO - Epoch [37][2880/3757] lr: 1.000e-02, eta: 2 days, 1:56:25, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7945, loss_cls: 1.7962, loss: 1.7962, grad_norm: 5.3933 2021-02-05 06:56:49,907 - mmaction - INFO - Epoch [37][2900/3757] lr: 1.000e-02, eta: 2 days, 1:55:44, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7945, loss_cls: 1.8340, loss: 1.8340, grad_norm: 5.4564 2021-02-05 06:56:58,882 - mmaction - INFO - Epoch [37][2920/3757] lr: 1.000e-02, eta: 2 days, 1:55:02, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7750, loss_cls: 1.8796, loss: 1.8796, grad_norm: 5.2378 2021-02-05 06:57:07,770 - mmaction - INFO - Epoch [37][2940/3757] lr: 1.000e-02, eta: 2 days, 1:54:21, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7891, loss_cls: 1.8487, loss: 1.8487, grad_norm: 5.2034 2021-02-05 06:57:16,653 - mmaction - INFO - Epoch [37][2960/3757] lr: 1.000e-02, eta: 2 days, 1:53:39, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7984, loss_cls: 1.7878, loss: 1.7878, grad_norm: 5.0983 2021-02-05 06:57:25,587 - mmaction - INFO - Epoch [37][2980/3757] lr: 1.000e-02, eta: 2 days, 1:52:57, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7812, loss_cls: 1.8728, loss: 1.8728, grad_norm: 5.4323 2021-02-05 06:57:34,596 - mmaction - INFO - Epoch [37][3000/3757] lr: 1.000e-02, eta: 2 days, 1:52:16, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7883, loss_cls: 1.8694, loss: 1.8694, grad_norm: 5.2427 2021-02-05 06:57:43,519 - mmaction - INFO - Epoch [37][3020/3757] lr: 1.000e-02, eta: 2 days, 1:51:34, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8023, loss_cls: 1.7499, loss: 1.7499, grad_norm: 5.1417 2021-02-05 06:57:52,486 - mmaction - INFO - Epoch [37][3040/3757] lr: 1.000e-02, eta: 2 days, 1:50:53, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.8063, loss_cls: 1.8260, loss: 1.8260, grad_norm: 5.2555 2021-02-05 06:58:01,485 - mmaction - INFO - Epoch [37][3060/3757] lr: 1.000e-02, eta: 2 days, 1:50:12, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8133, loss_cls: 1.7391, loss: 1.7391, grad_norm: 5.3395 2021-02-05 06:58:10,434 - mmaction - INFO - Epoch [37][3080/3757] lr: 1.000e-02, eta: 2 days, 1:49:30, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7727, loss_cls: 1.8649, loss: 1.8649, grad_norm: 5.3641 2021-02-05 06:58:19,409 - mmaction - INFO - Epoch [37][3100/3757] lr: 1.000e-02, eta: 2 days, 1:48:49, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8070, loss_cls: 1.7191, loss: 1.7191, grad_norm: 5.2513 2021-02-05 06:58:28,450 - mmaction - INFO - Epoch [37][3120/3757] lr: 1.000e-02, eta: 2 days, 1:48:08, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.6078, top5_acc: 0.8242, loss_cls: 1.6444, loss: 1.6444, grad_norm: 5.2244 2021-02-05 06:58:37,385 - mmaction - INFO - Epoch [37][3140/3757] lr: 1.000e-02, eta: 2 days, 1:47:27, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7906, loss_cls: 1.8801, loss: 1.8801, grad_norm: 5.6428 2021-02-05 06:58:46,313 - mmaction - INFO - Epoch [37][3160/3757] lr: 1.000e-02, eta: 2 days, 1:46:45, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7961, loss_cls: 1.8248, loss: 1.8248, grad_norm: 5.3122 2021-02-05 06:58:55,207 - mmaction - INFO - Epoch [37][3180/3757] lr: 1.000e-02, eta: 2 days, 1:46:04, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7891, loss_cls: 1.8717, loss: 1.8717, grad_norm: 5.2878 2021-02-05 06:59:04,102 - mmaction - INFO - Epoch [37][3200/3757] lr: 1.000e-02, eta: 2 days, 1:45:22, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8047, loss_cls: 1.7174, loss: 1.7174, grad_norm: 5.0821 2021-02-05 06:59:13,054 - mmaction - INFO - Epoch [37][3220/3757] lr: 1.000e-02, eta: 2 days, 1:44:41, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.7898, loss_cls: 1.8576, loss: 1.8576, grad_norm: 5.3234 2021-02-05 06:59:21,997 - mmaction - INFO - Epoch [37][3240/3757] lr: 1.000e-02, eta: 2 days, 1:44:00, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7750, loss_cls: 1.9913, loss: 1.9913, grad_norm: 5.4053 2021-02-05 06:59:31,020 - mmaction - INFO - Epoch [37][3260/3757] lr: 1.000e-02, eta: 2 days, 1:43:19, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7852, loss_cls: 1.9016, loss: 1.9016, grad_norm: 5.2359 2021-02-05 06:59:39,915 - mmaction - INFO - Epoch [37][3280/3757] lr: 1.000e-02, eta: 2 days, 1:42:38, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8102, loss_cls: 1.7486, loss: 1.7486, grad_norm: 5.0787 2021-02-05 06:59:48,905 - mmaction - INFO - Epoch [37][3300/3757] lr: 1.000e-02, eta: 2 days, 1:41:57, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7891, loss_cls: 1.8287, loss: 1.8287, grad_norm: 5.4358 2021-02-05 06:59:57,825 - mmaction - INFO - Epoch [37][3320/3757] lr: 1.000e-02, eta: 2 days, 1:41:15, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8039, loss_cls: 1.7742, loss: 1.7742, grad_norm: 5.2990 2021-02-05 07:00:06,735 - mmaction - INFO - Epoch [37][3340/3757] lr: 1.000e-02, eta: 2 days, 1:40:34, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8086, loss_cls: 1.8174, loss: 1.8174, grad_norm: 5.2353 2021-02-05 07:00:15,624 - mmaction - INFO - Epoch [37][3360/3757] lr: 1.000e-02, eta: 2 days, 1:39:53, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7961, loss_cls: 1.7785, loss: 1.7785, grad_norm: 5.5028 2021-02-05 07:00:24,480 - mmaction - INFO - Epoch [37][3380/3757] lr: 1.000e-02, eta: 2 days, 1:39:11, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7695, loss_cls: 1.9483, loss: 1.9483, grad_norm: 5.5540 2021-02-05 07:00:33,454 - mmaction - INFO - Epoch [37][3400/3757] lr: 1.000e-02, eta: 2 days, 1:38:30, time: 0.449, data_time: 0.002, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7891, loss_cls: 1.8082, loss: 1.8082, grad_norm: 5.2450 2021-02-05 07:00:42,383 - mmaction - INFO - Epoch [37][3420/3757] lr: 1.000e-02, eta: 2 days, 1:37:49, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7883, loss_cls: 1.8767, loss: 1.8767, grad_norm: 5.2118 2021-02-05 07:00:51,386 - mmaction - INFO - Epoch [37][3440/3757] lr: 1.000e-02, eta: 2 days, 1:37:09, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7781, loss_cls: 1.9274, loss: 1.9274, grad_norm: 5.6270 2021-02-05 07:01:00,280 - mmaction - INFO - Epoch [37][3460/3757] lr: 1.000e-02, eta: 2 days, 1:36:27, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7898, loss_cls: 1.8002, loss: 1.8002, grad_norm: 5.1653 2021-02-05 07:01:09,176 - mmaction - INFO - Epoch [37][3480/3757] lr: 1.000e-02, eta: 2 days, 1:35:46, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8000, loss_cls: 1.7751, loss: 1.7751, grad_norm: 5.0934 2021-02-05 07:01:18,145 - mmaction - INFO - Epoch [37][3500/3757] lr: 1.000e-02, eta: 2 days, 1:35:05, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7898, loss_cls: 1.8031, loss: 1.8031, grad_norm: 5.2505 2021-02-05 07:01:27,044 - mmaction - INFO - Epoch [37][3520/3757] lr: 1.000e-02, eta: 2 days, 1:34:24, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7836, loss_cls: 1.8886, loss: 1.8886, grad_norm: 5.2806 2021-02-05 07:01:36,038 - mmaction - INFO - Epoch [37][3540/3757] lr: 1.000e-02, eta: 2 days, 1:33:43, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7922, loss_cls: 1.8236, loss: 1.8236, grad_norm: 5.2508 2021-02-05 07:01:45,039 - mmaction - INFO - Epoch [37][3560/3757] lr: 1.000e-02, eta: 2 days, 1:33:03, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7953, loss_cls: 1.7916, loss: 1.7916, grad_norm: 5.0672 2021-02-05 07:01:53,910 - mmaction - INFO - Epoch [37][3580/3757] lr: 1.000e-02, eta: 2 days, 1:32:22, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8086, loss_cls: 1.7517, loss: 1.7517, grad_norm: 5.2657 2021-02-05 07:02:02,844 - mmaction - INFO - Epoch [37][3600/3757] lr: 1.000e-02, eta: 2 days, 1:31:41, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7914, loss_cls: 1.7887, loss: 1.7887, grad_norm: 5.1915 2021-02-05 07:02:11,791 - mmaction - INFO - Epoch [37][3620/3757] lr: 1.000e-02, eta: 2 days, 1:31:00, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7648, loss_cls: 1.9083, loss: 1.9083, grad_norm: 5.2612 2021-02-05 07:02:20,730 - mmaction - INFO - Epoch [37][3640/3757] lr: 1.000e-02, eta: 2 days, 1:30:19, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8102, loss_cls: 1.7782, loss: 1.7782, grad_norm: 5.3866 2021-02-05 07:02:29,687 - mmaction - INFO - Epoch [37][3660/3757] lr: 1.000e-02, eta: 2 days, 1:29:39, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.8258, loss: 1.8258, grad_norm: 5.3419 2021-02-05 07:02:38,655 - mmaction - INFO - Epoch [37][3680/3757] lr: 1.000e-02, eta: 2 days, 1:28:58, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7906, loss_cls: 1.7745, loss: 1.7745, grad_norm: 5.4740 2021-02-05 07:02:47,580 - mmaction - INFO - Epoch [37][3700/3757] lr: 1.000e-02, eta: 2 days, 1:28:17, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7992, loss_cls: 1.8435, loss: 1.8435, grad_norm: 5.4985 2021-02-05 07:02:56,527 - mmaction - INFO - Epoch [37][3720/3757] lr: 1.000e-02, eta: 2 days, 1:27:36, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7805, loss_cls: 1.9215, loss: 1.9215, grad_norm: 5.4974 2021-02-05 07:03:05,512 - mmaction - INFO - Epoch [37][3740/3757] lr: 1.000e-02, eta: 2 days, 1:26:56, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.7980, loss: 1.7980, grad_norm: 5.2115 2021-02-05 07:03:13,615 - mmaction - INFO - Saving checkpoint at 37 epochs 2021-02-05 07:03:42,457 - mmaction - INFO - Epoch [38][20/3757] lr: 1.000e-02, eta: 2 days, 1:26:31, time: 1.423, data_time: 0.971, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8047, loss_cls: 1.7656, loss: 1.7656, grad_norm: 5.1637 2021-02-05 07:03:51,372 - mmaction - INFO - Epoch [38][40/3757] lr: 1.000e-02, eta: 2 days, 1:25:50, time: 0.445, data_time: 0.004, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8016, loss_cls: 1.7894, loss: 1.7894, grad_norm: 5.3437 2021-02-05 07:04:00,228 - mmaction - INFO - Epoch [38][60/3757] lr: 1.000e-02, eta: 2 days, 1:25:09, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7977, loss_cls: 1.7877, loss: 1.7877, grad_norm: 5.1761 2021-02-05 07:04:10,677 - mmaction - INFO - Epoch [38][80/3757] lr: 1.000e-02, eta: 2 days, 1:24:34, time: 0.518, data_time: 0.002, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8125, loss_cls: 1.7328, loss: 1.7328, grad_norm: 5.1645 2021-02-05 07:04:19,589 - mmaction - INFO - Epoch [38][100/3757] lr: 1.000e-02, eta: 2 days, 1:23:54, time: 0.450, data_time: 0.006, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8242, loss_cls: 1.6829, loss: 1.6829, grad_norm: 5.1572 2021-02-05 07:04:28,485 - mmaction - INFO - Epoch [38][120/3757] lr: 1.000e-02, eta: 2 days, 1:23:13, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.8031, loss_cls: 1.7752, loss: 1.7752, grad_norm: 5.4618 2021-02-05 07:04:37,422 - mmaction - INFO - Epoch [38][140/3757] lr: 1.000e-02, eta: 2 days, 1:22:33, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7953, loss_cls: 1.8038, loss: 1.8038, grad_norm: 5.3311 2021-02-05 07:04:46,358 - mmaction - INFO - Epoch [38][160/3757] lr: 1.000e-02, eta: 2 days, 1:21:52, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8023, loss_cls: 1.7852, loss: 1.7852, grad_norm: 5.2901 2021-02-05 07:04:55,339 - mmaction - INFO - Epoch [38][180/3757] lr: 1.000e-02, eta: 2 days, 1:21:12, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8180, loss_cls: 1.6908, loss: 1.6908, grad_norm: 5.1983 2021-02-05 07:05:04,366 - mmaction - INFO - Epoch [38][200/3757] lr: 1.000e-02, eta: 2 days, 1:20:32, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8133, loss_cls: 1.7070, loss: 1.7070, grad_norm: 5.2457 2021-02-05 07:05:13,269 - mmaction - INFO - Epoch [38][220/3757] lr: 1.000e-02, eta: 2 days, 1:19:51, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8086, loss_cls: 1.7168, loss: 1.7168, grad_norm: 5.3065 2021-02-05 07:05:22,149 - mmaction - INFO - Epoch [38][240/3757] lr: 1.000e-02, eta: 2 days, 1:19:10, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8094, loss_cls: 1.7270, loss: 1.7270, grad_norm: 5.4566 2021-02-05 07:05:31,100 - mmaction - INFO - Epoch [38][260/3757] lr: 1.000e-02, eta: 2 days, 1:18:30, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7992, loss_cls: 1.8398, loss: 1.8398, grad_norm: 5.3669 2021-02-05 07:05:39,992 - mmaction - INFO - Epoch [38][280/3757] lr: 1.000e-02, eta: 2 days, 1:17:50, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8156, loss_cls: 1.6600, loss: 1.6600, grad_norm: 5.2480 2021-02-05 07:05:48,904 - mmaction - INFO - Epoch [38][300/3757] lr: 1.000e-02, eta: 2 days, 1:17:09, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.7922, loss_cls: 1.7722, loss: 1.7722, grad_norm: 5.2578 2021-02-05 07:05:57,853 - mmaction - INFO - Epoch [38][320/3757] lr: 1.000e-02, eta: 2 days, 1:16:29, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8039, loss_cls: 1.7640, loss: 1.7640, grad_norm: 5.2358 2021-02-05 07:06:06,789 - mmaction - INFO - Epoch [38][340/3757] lr: 1.000e-02, eta: 2 days, 1:15:48, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8000, loss_cls: 1.8029, loss: 1.8029, grad_norm: 5.3189 2021-02-05 07:06:15,722 - mmaction - INFO - Epoch [38][360/3757] lr: 1.000e-02, eta: 2 days, 1:15:08, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8047, loss_cls: 1.7805, loss: 1.7805, grad_norm: 5.3191 2021-02-05 07:06:24,692 - mmaction - INFO - Epoch [38][380/3757] lr: 1.000e-02, eta: 2 days, 1:14:28, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8156, loss_cls: 1.7402, loss: 1.7402, grad_norm: 5.4804 2021-02-05 07:06:33,688 - mmaction - INFO - Epoch [38][400/3757] lr: 1.000e-02, eta: 2 days, 1:13:48, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.8040, loss: 1.8040, grad_norm: 5.4623 2021-02-05 07:06:42,621 - mmaction - INFO - Epoch [38][420/3757] lr: 1.000e-02, eta: 2 days, 1:13:08, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8078, loss_cls: 1.7498, loss: 1.7498, grad_norm: 5.4061 2021-02-05 07:06:51,653 - mmaction - INFO - Epoch [38][440/3757] lr: 1.000e-02, eta: 2 days, 1:12:28, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.7875, loss_cls: 1.7916, loss: 1.7916, grad_norm: 5.3736 2021-02-05 07:07:00,567 - mmaction - INFO - Epoch [38][460/3757] lr: 1.000e-02, eta: 2 days, 1:11:48, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6070, top5_acc: 0.8000, loss_cls: 1.7151, loss: 1.7151, grad_norm: 5.0493 2021-02-05 07:07:09,528 - mmaction - INFO - Epoch [38][480/3757] lr: 1.000e-02, eta: 2 days, 1:11:08, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5461, top5_acc: 0.8008, loss_cls: 1.8395, loss: 1.8395, grad_norm: 5.4408 2021-02-05 07:07:18,536 - mmaction - INFO - Epoch [38][500/3757] lr: 1.000e-02, eta: 2 days, 1:10:28, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8109, loss_cls: 1.7120, loss: 1.7120, grad_norm: 5.2059 2021-02-05 07:07:27,491 - mmaction - INFO - Epoch [38][520/3757] lr: 1.000e-02, eta: 2 days, 1:09:48, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8133, loss_cls: 1.7211, loss: 1.7211, grad_norm: 5.2172 2021-02-05 07:07:36,502 - mmaction - INFO - Epoch [38][540/3757] lr: 1.000e-02, eta: 2 days, 1:09:08, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7945, loss_cls: 1.8285, loss: 1.8285, grad_norm: 5.1365 2021-02-05 07:07:45,480 - mmaction - INFO - Epoch [38][560/3757] lr: 1.000e-02, eta: 2 days, 1:08:28, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7961, loss_cls: 1.8443, loss: 1.8443, grad_norm: 5.2458 2021-02-05 07:07:54,451 - mmaction - INFO - Epoch [38][580/3757] lr: 1.000e-02, eta: 2 days, 1:07:48, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8102, loss_cls: 1.7301, loss: 1.7301, grad_norm: 5.1833 2021-02-05 07:08:03,454 - mmaction - INFO - Epoch [38][600/3757] lr: 1.000e-02, eta: 2 days, 1:07:08, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7977, loss_cls: 1.7805, loss: 1.7805, grad_norm: 5.2271 2021-02-05 07:08:12,372 - mmaction - INFO - Epoch [38][620/3757] lr: 1.000e-02, eta: 2 days, 1:06:28, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6117, top5_acc: 0.8063, loss_cls: 1.6989, loss: 1.6989, grad_norm: 5.2180 2021-02-05 07:08:21,365 - mmaction - INFO - Epoch [38][640/3757] lr: 1.000e-02, eta: 2 days, 1:05:48, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8086, loss_cls: 1.7182, loss: 1.7182, grad_norm: 5.3875 2021-02-05 07:08:30,306 - mmaction - INFO - Epoch [38][660/3757] lr: 1.000e-02, eta: 2 days, 1:05:08, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7831, loss: 1.7831, grad_norm: 5.4309 2021-02-05 07:08:39,254 - mmaction - INFO - Epoch [38][680/3757] lr: 1.000e-02, eta: 2 days, 1:04:29, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.8169, loss: 1.8169, grad_norm: 5.3952 2021-02-05 07:08:48,193 - mmaction - INFO - Epoch [38][700/3757] lr: 1.000e-02, eta: 2 days, 1:03:49, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7937, loss_cls: 1.8286, loss: 1.8286, grad_norm: 5.1608 2021-02-05 07:08:57,110 - mmaction - INFO - Epoch [38][720/3757] lr: 1.000e-02, eta: 2 days, 1:03:09, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7937, loss_cls: 1.7951, loss: 1.7951, grad_norm: 5.3526 2021-02-05 07:09:06,069 - mmaction - INFO - Epoch [38][740/3757] lr: 1.000e-02, eta: 2 days, 1:02:29, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7922, loss_cls: 1.7733, loss: 1.7733, grad_norm: 5.1773 2021-02-05 07:09:15,103 - mmaction - INFO - Epoch [38][760/3757] lr: 1.000e-02, eta: 2 days, 1:01:49, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8008, loss_cls: 1.7750, loss: 1.7750, grad_norm: 5.1902 2021-02-05 07:09:24,021 - mmaction - INFO - Epoch [38][780/3757] lr: 1.000e-02, eta: 2 days, 1:01:09, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8187, loss_cls: 1.6774, loss: 1.6774, grad_norm: 5.3442 2021-02-05 07:09:32,965 - mmaction - INFO - Epoch [38][800/3757] lr: 1.000e-02, eta: 2 days, 1:00:30, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8148, loss_cls: 1.6849, loss: 1.6849, grad_norm: 5.1513 2021-02-05 07:09:41,928 - mmaction - INFO - Epoch [38][820/3757] lr: 1.000e-02, eta: 2 days, 0:59:50, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8078, loss_cls: 1.7217, loss: 1.7217, grad_norm: 5.2698 2021-02-05 07:09:50,786 - mmaction - INFO - Epoch [38][840/3757] lr: 1.000e-02, eta: 2 days, 0:59:10, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8133, loss_cls: 1.6853, loss: 1.6853, grad_norm: 5.4890 2021-02-05 07:09:59,701 - mmaction - INFO - Epoch [38][860/3757] lr: 1.000e-02, eta: 2 days, 0:58:30, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7914, loss_cls: 1.8035, loss: 1.8035, grad_norm: 5.5202 2021-02-05 07:10:08,651 - mmaction - INFO - Epoch [38][880/3757] lr: 1.000e-02, eta: 2 days, 0:57:50, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.8016, loss_cls: 1.7934, loss: 1.7934, grad_norm: 5.1967 2021-02-05 07:10:17,639 - mmaction - INFO - Epoch [38][900/3757] lr: 1.000e-02, eta: 2 days, 0:57:11, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.8000, loss_cls: 1.7902, loss: 1.7902, grad_norm: 5.1438 2021-02-05 07:10:26,582 - mmaction - INFO - Epoch [38][920/3757] lr: 1.000e-02, eta: 2 days, 0:56:31, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8031, loss_cls: 1.7659, loss: 1.7659, grad_norm: 5.2820 2021-02-05 07:10:35,517 - mmaction - INFO - Epoch [38][940/3757] lr: 1.000e-02, eta: 2 days, 0:55:51, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7906, loss_cls: 1.8224, loss: 1.8224, grad_norm: 5.2651 2021-02-05 07:10:44,426 - mmaction - INFO - Epoch [38][960/3757] lr: 1.000e-02, eta: 2 days, 0:55:12, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.7937, loss_cls: 1.7946, loss: 1.7946, grad_norm: 5.2515 2021-02-05 07:10:53,382 - mmaction - INFO - Epoch [38][980/3757] lr: 1.000e-02, eta: 2 days, 0:54:32, time: 0.447, data_time: 0.004, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8211, loss_cls: 1.7133, loss: 1.7133, grad_norm: 5.1616 2021-02-05 07:11:02,356 - mmaction - INFO - Epoch [38][1000/3757] lr: 1.000e-02, eta: 2 days, 0:53:53, time: 0.450, data_time: 0.002, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7977, loss_cls: 1.7556, loss: 1.7556, grad_norm: 5.2156 2021-02-05 07:11:11,240 - mmaction - INFO - Epoch [38][1020/3757] lr: 1.000e-02, eta: 2 days, 0:53:13, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7977, loss_cls: 1.7277, loss: 1.7277, grad_norm: 5.4853 2021-02-05 07:11:20,136 - mmaction - INFO - Epoch [38][1040/3757] lr: 1.000e-02, eta: 2 days, 0:52:33, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7992, loss_cls: 1.7982, loss: 1.7982, grad_norm: 5.4485 2021-02-05 07:11:29,069 - mmaction - INFO - Epoch [38][1060/3757] lr: 1.000e-02, eta: 2 days, 0:51:54, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8187, loss_cls: 1.7239, loss: 1.7239, grad_norm: 5.2233 2021-02-05 07:11:38,054 - mmaction - INFO - Epoch [38][1080/3757] lr: 1.000e-02, eta: 2 days, 0:51:14, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8094, loss_cls: 1.6908, loss: 1.6908, grad_norm: 5.3421 2021-02-05 07:11:47,018 - mmaction - INFO - Epoch [38][1100/3757] lr: 1.000e-02, eta: 2 days, 0:50:35, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8016, loss_cls: 1.7895, loss: 1.7895, grad_norm: 5.5204 2021-02-05 07:12:25,948 - mmaction - INFO - Epoch [38][1120/3757] lr: 1.000e-02, eta: 2 days, 0:51:58, time: 1.947, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8078, loss_cls: 1.7194, loss: 1.7194, grad_norm: 5.4581 2021-02-05 07:12:34,809 - mmaction - INFO - Epoch [38][1140/3757] lr: 1.000e-02, eta: 2 days, 0:51:18, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8102, loss_cls: 1.7035, loss: 1.7035, grad_norm: 5.3678 2021-02-05 07:12:43,654 - mmaction - INFO - Epoch [38][1160/3757] lr: 1.000e-02, eta: 2 days, 0:50:39, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8125, loss_cls: 1.7575, loss: 1.7575, grad_norm: 5.3229 2021-02-05 07:13:03,845 - mmaction - INFO - Epoch [38][1180/3757] lr: 1.000e-02, eta: 2 days, 0:50:45, time: 1.010, data_time: 0.001, memory: 7141, top1_acc: 0.5945, top5_acc: 0.7969, loss_cls: 1.7363, loss: 1.7363, grad_norm: 5.1842 2021-02-05 07:13:12,691 - mmaction - INFO - Epoch [38][1200/3757] lr: 1.000e-02, eta: 2 days, 0:50:05, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.7984, loss_cls: 1.7368, loss: 1.7368, grad_norm: 5.2717 2021-02-05 07:13:44,711 - mmaction - INFO - Epoch [38][1220/3757] lr: 1.000e-02, eta: 2 days, 0:51:00, time: 1.600, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7984, loss_cls: 1.8398, loss: 1.8398, grad_norm: 5.6057 2021-02-05 07:13:53,589 - mmaction - INFO - Epoch [38][1240/3757] lr: 1.000e-02, eta: 2 days, 0:50:21, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8094, loss_cls: 1.7508, loss: 1.7508, grad_norm: 5.4668 2021-02-05 07:14:26,295 - mmaction - INFO - Epoch [38][1260/3757] lr: 1.000e-02, eta: 2 days, 0:51:18, time: 1.636, data_time: 0.001, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7969, loss_cls: 1.8739, loss: 1.8739, grad_norm: 5.6084 2021-02-05 07:14:35,113 - mmaction - INFO - Epoch [38][1280/3757] lr: 1.000e-02, eta: 2 days, 0:50:38, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8000, loss_cls: 1.7646, loss: 1.7646, grad_norm: 5.3576 2021-02-05 07:14:43,960 - mmaction - INFO - Epoch [38][1300/3757] lr: 1.000e-02, eta: 2 days, 0:49:59, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8000, loss_cls: 1.7854, loss: 1.7854, grad_norm: 5.4542 2021-02-05 07:14:52,865 - mmaction - INFO - Epoch [38][1320/3757] lr: 1.000e-02, eta: 2 days, 0:49:19, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7984, loss_cls: 1.8709, loss: 1.8709, grad_norm: 5.4912 2021-02-05 07:15:01,853 - mmaction - INFO - Epoch [38][1340/3757] lr: 1.000e-02, eta: 2 days, 0:48:40, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7898, loss_cls: 1.8039, loss: 1.8039, grad_norm: 5.4053 2021-02-05 07:15:10,746 - mmaction - INFO - Epoch [38][1360/3757] lr: 1.000e-02, eta: 2 days, 0:48:00, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.8016, loss_cls: 1.8219, loss: 1.8219, grad_norm: 5.3226 2021-02-05 07:15:19,671 - mmaction - INFO - Epoch [38][1380/3757] lr: 1.000e-02, eta: 2 days, 0:47:21, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8039, loss_cls: 1.7361, loss: 1.7361, grad_norm: 5.3109 2021-02-05 07:15:28,587 - mmaction - INFO - Epoch [38][1400/3757] lr: 1.000e-02, eta: 2 days, 0:46:41, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8094, loss_cls: 1.7580, loss: 1.7580, grad_norm: 5.2395 2021-02-05 07:15:37,610 - mmaction - INFO - Epoch [38][1420/3757] lr: 1.000e-02, eta: 2 days, 0:46:02, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7977, loss_cls: 1.8405, loss: 1.8405, grad_norm: 5.4904 2021-02-05 07:15:46,587 - mmaction - INFO - Epoch [38][1440/3757] lr: 1.000e-02, eta: 2 days, 0:45:23, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7984, loss_cls: 1.8345, loss: 1.8345, grad_norm: 5.2940 2021-02-05 07:16:18,174 - mmaction - INFO - Epoch [38][1460/3757] lr: 1.000e-02, eta: 2 days, 0:46:16, time: 1.580, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7945, loss_cls: 1.8210, loss: 1.8210, grad_norm: 5.1093 2021-02-05 07:16:27,052 - mmaction - INFO - Epoch [38][1480/3757] lr: 1.000e-02, eta: 2 days, 0:45:37, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7836, loss_cls: 1.8771, loss: 1.8771, grad_norm: 5.3991 2021-02-05 07:16:35,951 - mmaction - INFO - Epoch [38][1500/3757] lr: 1.000e-02, eta: 2 days, 0:44:57, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7937, loss_cls: 1.8036, loss: 1.8036, grad_norm: 5.4701 2021-02-05 07:16:57,021 - mmaction - INFO - Epoch [38][1520/3757] lr: 1.000e-02, eta: 2 days, 0:45:07, time: 1.054, data_time: 0.001, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8023, loss_cls: 1.7257, loss: 1.7257, grad_norm: 5.2761 2021-02-05 07:17:05,931 - mmaction - INFO - Epoch [38][1540/3757] lr: 1.000e-02, eta: 2 days, 0:44:28, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8227, loss_cls: 1.6969, loss: 1.6969, grad_norm: 5.3030 2021-02-05 07:17:14,887 - mmaction - INFO - Epoch [38][1560/3757] lr: 1.000e-02, eta: 2 days, 0:43:49, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8109, loss_cls: 1.7336, loss: 1.7336, grad_norm: 5.4151 2021-02-05 07:17:36,812 - mmaction - INFO - Epoch [38][1580/3757] lr: 1.000e-02, eta: 2 days, 0:44:02, time: 1.097, data_time: 0.002, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8031, loss_cls: 1.7606, loss: 1.7606, grad_norm: 5.3990 2021-02-05 07:17:45,765 - mmaction - INFO - Epoch [38][1600/3757] lr: 1.000e-02, eta: 2 days, 0:43:23, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8039, loss_cls: 1.7628, loss: 1.7628, grad_norm: 5.3752 2021-02-05 07:18:23,154 - mmaction - INFO - Epoch [38][1620/3757] lr: 1.000e-02, eta: 2 days, 0:44:39, time: 1.871, data_time: 0.002, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7859, loss_cls: 1.8166, loss: 1.8166, grad_norm: 5.3149 2021-02-05 07:19:09,962 - mmaction - INFO - Epoch [38][1640/3757] lr: 1.000e-02, eta: 2 days, 0:46:34, time: 2.340, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.7937, loss_cls: 1.7977, loss: 1.7977, grad_norm: 5.2875 2021-02-05 07:19:36,956 - mmaction - INFO - Epoch [38][1660/3757] lr: 1.000e-02, eta: 2 days, 0:47:07, time: 1.349, data_time: 0.534, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7984, loss_cls: 1.8390, loss: 1.8390, grad_norm: 5.5422 2021-02-05 07:19:46,245 - mmaction - INFO - Epoch [38][1680/3757] lr: 1.000e-02, eta: 2 days, 0:46:30, time: 0.465, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7672, loss: 1.7672, grad_norm: 5.3095 2021-02-05 07:19:55,121 - mmaction - INFO - Epoch [38][1700/3757] lr: 1.000e-02, eta: 2 days, 0:45:50, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5484, top5_acc: 0.8039, loss_cls: 1.7913, loss: 1.7913, grad_norm: 5.3493 2021-02-05 07:20:18,875 - mmaction - INFO - Epoch [38][1720/3757] lr: 1.000e-02, eta: 2 days, 0:46:11, time: 1.187, data_time: 0.000, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8187, loss_cls: 1.6983, loss: 1.6983, grad_norm: 5.1900 2021-02-05 07:20:43,612 - mmaction - INFO - Epoch [38][1740/3757] lr: 1.000e-02, eta: 2 days, 0:46:36, time: 1.237, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7914, loss_cls: 1.8654, loss: 1.8654, grad_norm: 5.4736 2021-02-05 07:21:13,089 - mmaction - INFO - Epoch [38][1760/3757] lr: 1.000e-02, eta: 2 days, 0:47:19, time: 1.473, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7891, loss_cls: 1.8227, loss: 1.8227, grad_norm: 5.4623 2021-02-05 07:21:36,841 - mmaction - INFO - Epoch [38][1780/3757] lr: 1.000e-02, eta: 2 days, 0:47:40, time: 1.188, data_time: 0.001, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7734, loss_cls: 1.9195, loss: 1.9195, grad_norm: 5.4568 2021-02-05 07:21:45,657 - mmaction - INFO - Epoch [38][1800/3757] lr: 1.000e-02, eta: 2 days, 0:47:00, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8047, loss_cls: 1.7548, loss: 1.7548, grad_norm: 5.3011 2021-02-05 07:22:03,761 - mmaction - INFO - Epoch [38][1820/3757] lr: 1.000e-02, eta: 2 days, 0:46:58, time: 0.905, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8102, loss_cls: 1.7270, loss: 1.7270, grad_norm: 5.3840 2021-02-05 07:22:24,223 - mmaction - INFO - Epoch [38][1840/3757] lr: 1.000e-02, eta: 2 days, 0:47:05, time: 1.023, data_time: 0.012, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7867, loss_cls: 1.8855, loss: 1.8855, grad_norm: 5.6137 2021-02-05 07:22:33,060 - mmaction - INFO - Epoch [38][1860/3757] lr: 1.000e-02, eta: 2 days, 0:46:26, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7977, loss_cls: 1.8176, loss: 1.8176, grad_norm: 5.5049 2021-02-05 07:22:58,345 - mmaction - INFO - Epoch [38][1880/3757] lr: 1.000e-02, eta: 2 days, 0:46:52, time: 1.264, data_time: 0.000, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8070, loss_cls: 1.7218, loss: 1.7218, grad_norm: 5.3723 2021-02-05 07:23:07,241 - mmaction - INFO - Epoch [38][1900/3757] lr: 1.000e-02, eta: 2 days, 0:46:13, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.6951, loss: 1.6951, grad_norm: 5.4908 2021-02-05 07:23:36,490 - mmaction - INFO - Epoch [38][1920/3757] lr: 1.000e-02, eta: 2 days, 0:46:55, time: 1.462, data_time: 0.001, memory: 7141, top1_acc: 0.5328, top5_acc: 0.7781, loss_cls: 1.9465, loss: 1.9465, grad_norm: 5.5087 2021-02-05 07:23:45,434 - mmaction - INFO - Epoch [38][1940/3757] lr: 1.000e-02, eta: 2 days, 0:46:16, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8055, loss_cls: 1.7491, loss: 1.7491, grad_norm: 5.1225 2021-02-05 07:24:12,555 - mmaction - INFO - Epoch [38][1960/3757] lr: 1.000e-02, eta: 2 days, 0:46:50, time: 1.355, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7984, loss_cls: 1.7495, loss: 1.7495, grad_norm: 5.2027 2021-02-05 07:24:21,353 - mmaction - INFO - Epoch [38][1980/3757] lr: 1.000e-02, eta: 2 days, 0:46:11, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8117, loss_cls: 1.7399, loss: 1.7399, grad_norm: 5.3276 2021-02-05 07:24:30,188 - mmaction - INFO - Epoch [38][2000/3757] lr: 1.000e-02, eta: 2 days, 0:45:31, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7891, loss_cls: 1.8348, loss: 1.8348, grad_norm: 5.4623 2021-02-05 07:24:58,351 - mmaction - INFO - Epoch [38][2020/3757] lr: 1.000e-02, eta: 2 days, 0:46:09, time: 1.408, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7922, loss_cls: 1.8007, loss: 1.8007, grad_norm: 5.4119 2021-02-05 07:25:35,850 - mmaction - INFO - Epoch [38][2040/3757] lr: 1.000e-02, eta: 2 days, 0:47:25, time: 1.875, data_time: 0.000, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8039, loss_cls: 1.7829, loss: 1.7829, grad_norm: 5.2117 2021-02-05 07:25:53,788 - mmaction - INFO - Epoch [38][2060/3757] lr: 1.000e-02, eta: 2 days, 0:47:22, time: 0.897, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7922, loss_cls: 1.8156, loss: 1.8156, grad_norm: 5.2713 2021-02-05 07:26:25,413 - mmaction - INFO - Epoch [38][2080/3757] lr: 1.000e-02, eta: 2 days, 0:48:13, time: 1.581, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.8078, loss_cls: 1.7690, loss: 1.7690, grad_norm: 5.4378 2021-02-05 07:27:00,206 - mmaction - INFO - Epoch [38][2100/3757] lr: 1.000e-02, eta: 2 days, 0:49:18, time: 1.740, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8172, loss_cls: 1.7177, loss: 1.7177, grad_norm: 5.3277 2021-02-05 07:27:26,116 - mmaction - INFO - Epoch [38][2120/3757] lr: 1.000e-02, eta: 2 days, 0:49:47, time: 1.296, data_time: 0.001, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.8834, loss: 1.8834, grad_norm: 5.5329 2021-02-05 07:27:45,356 - mmaction - INFO - Epoch [38][2140/3757] lr: 1.000e-02, eta: 2 days, 0:49:49, time: 0.961, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7852, loss_cls: 1.8321, loss: 1.8321, grad_norm: 5.6005 2021-02-05 07:27:54,221 - mmaction - INFO - Epoch [38][2160/3757] lr: 1.000e-02, eta: 2 days, 0:49:09, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.8325, loss: 1.8325, grad_norm: 5.5675 2021-02-05 07:28:30,175 - mmaction - INFO - Epoch [38][2180/3757] lr: 1.000e-02, eta: 2 days, 0:50:18, time: 1.797, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7883, loss_cls: 1.7919, loss: 1.7919, grad_norm: 5.2062 2021-02-05 07:28:57,744 - mmaction - INFO - Epoch [38][2200/3757] lr: 1.000e-02, eta: 2 days, 0:50:54, time: 1.378, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7883, loss_cls: 1.8604, loss: 1.8604, grad_norm: 5.5246 2021-02-05 07:29:23,424 - mmaction - INFO - Epoch [38][2220/3757] lr: 1.000e-02, eta: 2 days, 0:51:21, time: 1.284, data_time: 0.001, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8273, loss_cls: 1.6874, loss: 1.6874, grad_norm: 5.1427 2021-02-05 07:29:58,265 - mmaction - INFO - Epoch [38][2240/3757] lr: 1.000e-02, eta: 2 days, 0:52:26, time: 1.743, data_time: 0.001, memory: 7141, top1_acc: 0.6039, top5_acc: 0.8172, loss_cls: 1.6905, loss: 1.6905, grad_norm: 5.2266 2021-02-05 07:30:10,187 - mmaction - INFO - Epoch [38][2260/3757] lr: 1.000e-02, eta: 2 days, 0:51:58, time: 0.595, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8063, loss_cls: 1.7558, loss: 1.7558, grad_norm: 5.3387 2021-02-05 07:30:37,063 - mmaction - INFO - Epoch [38][2280/3757] lr: 1.000e-02, eta: 2 days, 0:52:31, time: 1.345, data_time: 0.002, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7727, loss_cls: 1.8451, loss: 1.8451, grad_norm: 5.3448 2021-02-05 07:31:30,416 - mmaction - INFO - Epoch [38][2300/3757] lr: 1.000e-02, eta: 2 days, 0:54:49, time: 2.668, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8023, loss_cls: 1.7751, loss: 1.7751, grad_norm: 5.3225 2021-02-05 07:32:20,614 - mmaction - INFO - Epoch [38][2320/3757] lr: 1.000e-02, eta: 2 days, 0:56:55, time: 2.509, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7891, loss_cls: 1.8437, loss: 1.8437, grad_norm: 5.4588 2021-02-05 07:33:03,277 - mmaction - INFO - Epoch [38][2340/3757] lr: 1.000e-02, eta: 2 days, 0:58:30, time: 2.133, data_time: 0.001, memory: 7141, top1_acc: 0.5938, top5_acc: 0.7984, loss_cls: 1.7039, loss: 1.7039, grad_norm: 5.2648 2021-02-05 07:33:45,416 - mmaction - INFO - Epoch [38][2360/3757] lr: 1.000e-02, eta: 2 days, 1:00:03, time: 2.108, data_time: 0.002, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8094, loss_cls: 1.7766, loss: 1.7766, grad_norm: 5.5412 2021-02-05 07:34:21,528 - mmaction - INFO - Epoch [38][2380/3757] lr: 1.000e-02, eta: 2 days, 1:01:12, time: 1.806, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7883, loss_cls: 1.8273, loss: 1.8273, grad_norm: 5.3888 2021-02-05 07:35:09,054 - mmaction - INFO - Epoch [38][2400/3757] lr: 1.000e-02, eta: 2 days, 1:03:06, time: 2.376, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7969, loss_cls: 1.8620, loss: 1.8620, grad_norm: 5.5310 2021-02-05 07:35:54,956 - mmaction - INFO - Epoch [38][2420/3757] lr: 1.000e-02, eta: 2 days, 1:04:54, time: 2.295, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8180, loss_cls: 1.7620, loss: 1.7620, grad_norm: 5.2583 2021-02-05 07:37:10,584 - mmaction - INFO - Epoch [38][2440/3757] lr: 1.000e-02, eta: 2 days, 1:08:40, time: 3.782, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7984, loss_cls: 1.8177, loss: 1.8177, grad_norm: 5.3308 2021-02-05 07:37:55,309 - mmaction - INFO - Epoch [38][2460/3757] lr: 1.000e-02, eta: 2 days, 1:10:23, time: 2.237, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.8055, loss_cls: 1.8108, loss: 1.8108, grad_norm: 5.3542 2021-02-05 07:38:49,683 - mmaction - INFO - Epoch [38][2480/3757] lr: 1.000e-02, eta: 2 days, 1:12:44, time: 2.717, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7937, loss_cls: 1.8401, loss: 1.8401, grad_norm: 5.3526 2021-02-05 07:39:57,548 - mmaction - INFO - Epoch [38][2500/3757] lr: 1.000e-02, eta: 2 days, 1:15:59, time: 3.395, data_time: 0.002, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7875, loss_cls: 1.8810, loss: 1.8810, grad_norm: 5.2594 2021-02-05 07:40:23,606 - mmaction - INFO - Epoch [38][2520/3757] lr: 1.000e-02, eta: 2 days, 1:16:27, time: 1.302, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8070, loss_cls: 1.7694, loss: 1.7694, grad_norm: 5.2454 2021-02-05 07:40:58,668 - mmaction - INFO - Epoch [38][2540/3757] lr: 1.000e-02, eta: 2 days, 1:17:31, time: 1.754, data_time: 0.002, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.8444, loss: 1.8444, grad_norm: 5.2681 2021-02-05 07:41:30,975 - mmaction - INFO - Epoch [38][2560/3757] lr: 1.000e-02, eta: 2 days, 1:18:24, time: 1.615, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7969, loss_cls: 1.8366, loss: 1.8366, grad_norm: 5.6364 2021-02-05 07:42:17,675 - mmaction - INFO - Epoch [38][2580/3757] lr: 1.000e-02, eta: 2 days, 1:20:14, time: 2.336, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7992, loss_cls: 1.7737, loss: 1.7737, grad_norm: 5.2088 2021-02-05 07:43:50,490 - mmaction - INFO - Epoch [38][2600/3757] lr: 1.000e-02, eta: 2 days, 1:25:07, time: 4.640, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.7531, loss: 1.7531, grad_norm: 5.2073 2021-02-05 07:44:20,771 - mmaction - INFO - Epoch [38][2620/3757] lr: 1.000e-02, eta: 2 days, 1:25:52, time: 1.513, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7719, loss_cls: 1.8963, loss: 1.8963, grad_norm: 5.2931 2021-02-05 07:44:53,936 - mmaction - INFO - Epoch [38][2640/3757] lr: 1.000e-02, eta: 2 days, 1:26:48, time: 1.660, data_time: 0.002, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8164, loss_cls: 1.6633, loss: 1.6633, grad_norm: 4.9212 2021-02-05 07:46:12,446 - mmaction - INFO - Epoch [38][2660/3757] lr: 1.000e-02, eta: 2 days, 1:30:44, time: 3.925, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8023, loss_cls: 1.8146, loss: 1.8146, grad_norm: 5.2567 2021-02-05 07:46:40,221 - mmaction - INFO - Epoch [38][2680/3757] lr: 1.000e-02, eta: 2 days, 1:31:18, time: 1.389, data_time: 0.001, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8063, loss_cls: 1.7713, loss: 1.7713, grad_norm: 5.1522 2021-02-05 07:46:50,074 - mmaction - INFO - Epoch [38][2700/3757] lr: 1.000e-02, eta: 2 days, 1:30:42, time: 0.492, data_time: 0.000, memory: 7141, top1_acc: 0.5992, top5_acc: 0.8023, loss_cls: 1.7176, loss: 1.7176, grad_norm: 5.2531 2021-02-05 07:46:58,905 - mmaction - INFO - Epoch [38][2720/3757] lr: 1.000e-02, eta: 2 days, 1:30:01, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.7891, loss_cls: 1.7680, loss: 1.7680, grad_norm: 5.3703 2021-02-05 07:47:35,331 - mmaction - INFO - Epoch [38][2740/3757] lr: 1.000e-02, eta: 2 days, 1:31:10, time: 1.822, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7945, loss_cls: 1.8052, loss: 1.8052, grad_norm: 5.4130 2021-02-05 07:48:27,237 - mmaction - INFO - Epoch [38][2760/3757] lr: 1.000e-02, eta: 2 days, 1:33:20, time: 2.594, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7867, loss_cls: 1.8135, loss: 1.8135, grad_norm: 5.4008 2021-02-05 07:48:58,971 - mmaction - INFO - Epoch [38][2780/3757] lr: 1.000e-02, eta: 2 days, 1:34:10, time: 1.587, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7945, loss_cls: 1.8019, loss: 1.8019, grad_norm: 5.1908 2021-02-05 07:49:07,777 - mmaction - INFO - Epoch [38][2800/3757] lr: 1.000e-02, eta: 2 days, 1:33:29, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8008, loss_cls: 1.7707, loss: 1.7707, grad_norm: 5.1205 2021-02-05 07:49:18,151 - mmaction - INFO - Epoch [38][2820/3757] lr: 1.000e-02, eta: 2 days, 1:32:54, time: 0.520, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8055, loss_cls: 1.7735, loss: 1.7735, grad_norm: 5.3788 2021-02-05 07:49:26,996 - mmaction - INFO - Epoch [38][2840/3757] lr: 1.000e-02, eta: 2 days, 1:32:14, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7891, loss_cls: 1.8634, loss: 1.8634, grad_norm: 5.4947 2021-02-05 07:49:35,839 - mmaction - INFO - Epoch [38][2860/3757] lr: 1.000e-02, eta: 2 days, 1:31:33, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8008, loss_cls: 1.7669, loss: 1.7669, grad_norm: 5.2901 2021-02-05 07:49:44,649 - mmaction - INFO - Epoch [38][2880/3757] lr: 1.000e-02, eta: 2 days, 1:30:53, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7773, loss_cls: 1.8720, loss: 1.8720, grad_norm: 5.3078 2021-02-05 07:49:53,528 - mmaction - INFO - Epoch [38][2900/3757] lr: 1.000e-02, eta: 2 days, 1:30:12, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7937, loss_cls: 1.8038, loss: 1.8038, grad_norm: 5.5021 2021-02-05 07:50:11,640 - mmaction - INFO - Epoch [38][2920/3757] lr: 1.000e-02, eta: 2 days, 1:30:08, time: 0.905, data_time: 0.001, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8141, loss_cls: 1.7103, loss: 1.7103, grad_norm: 5.4213 2021-02-05 07:50:27,026 - mmaction - INFO - Epoch [38][2940/3757] lr: 1.000e-02, eta: 2 days, 1:29:54, time: 0.770, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7852, loss_cls: 1.8236, loss: 1.8236, grad_norm: 5.3761 2021-02-05 07:50:35,884 - mmaction - INFO - Epoch [38][2960/3757] lr: 1.000e-02, eta: 2 days, 1:29:13, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7898, loss_cls: 1.7986, loss: 1.7986, grad_norm: 5.2781 2021-02-05 07:50:44,712 - mmaction - INFO - Epoch [38][2980/3757] lr: 1.000e-02, eta: 2 days, 1:28:33, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7828, loss_cls: 1.8415, loss: 1.8415, grad_norm: 5.4789 2021-02-05 07:50:53,514 - mmaction - INFO - Epoch [38][3000/3757] lr: 1.000e-02, eta: 2 days, 1:27:52, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7945, loss_cls: 1.8330, loss: 1.8330, grad_norm: 5.3864 2021-02-05 07:51:02,395 - mmaction - INFO - Epoch [38][3020/3757] lr: 1.000e-02, eta: 2 days, 1:27:12, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8141, loss_cls: 1.7287, loss: 1.7287, grad_norm: 5.3888 2021-02-05 07:51:11,247 - mmaction - INFO - Epoch [38][3040/3757] lr: 1.000e-02, eta: 2 days, 1:26:31, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8031, loss_cls: 1.7851, loss: 1.7851, grad_norm: 5.2797 2021-02-05 07:51:20,206 - mmaction - INFO - Epoch [38][3060/3757] lr: 1.000e-02, eta: 2 days, 1:25:52, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7812, loss_cls: 1.9176, loss: 1.9176, grad_norm: 5.4729 2021-02-05 07:51:29,040 - mmaction - INFO - Epoch [38][3080/3757] lr: 1.000e-02, eta: 2 days, 1:25:11, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8070, loss_cls: 1.7551, loss: 1.7551, grad_norm: 5.1876 2021-02-05 07:51:37,894 - mmaction - INFO - Epoch [38][3100/3757] lr: 1.000e-02, eta: 2 days, 1:24:31, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7836, loss_cls: 1.8893, loss: 1.8893, grad_norm: 5.5855 2021-02-05 07:51:46,743 - mmaction - INFO - Epoch [38][3120/3757] lr: 1.000e-02, eta: 2 days, 1:23:51, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8055, loss_cls: 1.8152, loss: 1.8152, grad_norm: 5.5922 2021-02-05 07:51:55,612 - mmaction - INFO - Epoch [38][3140/3757] lr: 1.000e-02, eta: 2 days, 1:23:10, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7984, loss_cls: 1.8161, loss: 1.8161, grad_norm: 5.5598 2021-02-05 07:52:04,592 - mmaction - INFO - Epoch [38][3160/3757] lr: 1.000e-02, eta: 2 days, 1:22:31, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7930, loss_cls: 1.8485, loss: 1.8485, grad_norm: 5.3661 2021-02-05 07:52:13,504 - mmaction - INFO - Epoch [38][3180/3757] lr: 1.000e-02, eta: 2 days, 1:21:51, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8094, loss_cls: 1.7409, loss: 1.7409, grad_norm: 5.3676 2021-02-05 07:52:22,461 - mmaction - INFO - Epoch [38][3200/3757] lr: 1.000e-02, eta: 2 days, 1:21:11, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8125, loss_cls: 1.7615, loss: 1.7615, grad_norm: 5.7096 2021-02-05 07:52:31,384 - mmaction - INFO - Epoch [38][3220/3757] lr: 1.000e-02, eta: 2 days, 1:20:31, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8807, loss: 1.8807, grad_norm: 5.7298 2021-02-05 07:52:40,241 - mmaction - INFO - Epoch [38][3240/3757] lr: 1.000e-02, eta: 2 days, 1:19:51, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8039, loss_cls: 1.7455, loss: 1.7455, grad_norm: 5.2390 2021-02-05 07:52:49,192 - mmaction - INFO - Epoch [38][3260/3757] lr: 1.000e-02, eta: 2 days, 1:19:11, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7953, loss_cls: 1.8272, loss: 1.8272, grad_norm: 5.3063 2021-02-05 07:52:58,089 - mmaction - INFO - Epoch [38][3280/3757] lr: 1.000e-02, eta: 2 days, 1:18:31, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7953, loss_cls: 1.7908, loss: 1.7908, grad_norm: 5.2454 2021-02-05 07:53:07,013 - mmaction - INFO - Epoch [38][3300/3757] lr: 1.000e-02, eta: 2 days, 1:17:51, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6031, top5_acc: 0.7977, loss_cls: 1.7152, loss: 1.7152, grad_norm: 4.8819 2021-02-05 07:53:15,900 - mmaction - INFO - Epoch [38][3320/3757] lr: 1.000e-02, eta: 2 days, 1:17:11, time: 0.445, data_time: 0.002, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7953, loss_cls: 1.8388, loss: 1.8388, grad_norm: 5.3960 2021-02-05 07:53:24,799 - mmaction - INFO - Epoch [38][3340/3757] lr: 1.000e-02, eta: 2 days, 1:16:32, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8094, loss_cls: 1.7575, loss: 1.7575, grad_norm: 5.2474 2021-02-05 07:53:34,609 - mmaction - INFO - Epoch [38][3360/3757] lr: 1.000e-02, eta: 2 days, 1:15:55, time: 0.491, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7773, loss_cls: 1.9064, loss: 1.9064, grad_norm: 5.2297 2021-02-05 07:53:51,634 - mmaction - INFO - Epoch [38][3380/3757] lr: 1.000e-02, eta: 2 days, 1:15:47, time: 0.851, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8063, loss_cls: 1.7730, loss: 1.7730, grad_norm: 5.2776 2021-02-05 07:54:00,515 - mmaction - INFO - Epoch [38][3400/3757] lr: 1.000e-02, eta: 2 days, 1:15:07, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7812, loss_cls: 1.8318, loss: 1.8318, grad_norm: 5.2882 2021-02-05 07:54:09,381 - mmaction - INFO - Epoch [38][3420/3757] lr: 1.000e-02, eta: 2 days, 1:14:27, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7852, loss_cls: 1.8727, loss: 1.8727, grad_norm: 5.2430 2021-02-05 07:54:18,280 - mmaction - INFO - Epoch [38][3440/3757] lr: 1.000e-02, eta: 2 days, 1:13:48, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7906, loss_cls: 1.8541, loss: 1.8541, grad_norm: 5.3532 2021-02-05 07:54:38,900 - mmaction - INFO - Epoch [38][3460/3757] lr: 1.000e-02, eta: 2 days, 1:13:54, time: 1.030, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.8124, loss: 1.8124, grad_norm: 5.1603 2021-02-05 07:54:47,852 - mmaction - INFO - Epoch [38][3480/3757] lr: 1.000e-02, eta: 2 days, 1:13:14, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7828, loss_cls: 1.8251, loss: 1.8251, grad_norm: 5.2306 2021-02-05 07:54:56,738 - mmaction - INFO - Epoch [38][3500/3757] lr: 1.000e-02, eta: 2 days, 1:12:34, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7922, loss_cls: 1.8270, loss: 1.8270, grad_norm: 5.1239 2021-02-05 07:55:05,738 - mmaction - INFO - Epoch [38][3520/3757] lr: 1.000e-02, eta: 2 days, 1:11:55, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.7294, loss: 1.7294, grad_norm: 5.1857 2021-02-05 07:55:14,640 - mmaction - INFO - Epoch [38][3540/3757] lr: 1.000e-02, eta: 2 days, 1:11:15, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7906, loss_cls: 1.8049, loss: 1.8049, grad_norm: 5.2642 2021-02-05 07:55:23,597 - mmaction - INFO - Epoch [38][3560/3757] lr: 1.000e-02, eta: 2 days, 1:10:36, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.7984, loss_cls: 1.7903, loss: 1.7903, grad_norm: 5.1954 2021-02-05 07:55:32,513 - mmaction - INFO - Epoch [38][3580/3757] lr: 1.000e-02, eta: 2 days, 1:09:56, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7875, loss_cls: 1.8685, loss: 1.8685, grad_norm: 5.5181 2021-02-05 07:55:41,469 - mmaction - INFO - Epoch [38][3600/3757] lr: 1.000e-02, eta: 2 days, 1:09:17, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8031, loss_cls: 1.7961, loss: 1.7961, grad_norm: 5.4253 2021-02-05 07:55:50,318 - mmaction - INFO - Epoch [38][3620/3757] lr: 1.000e-02, eta: 2 days, 1:08:37, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5938, top5_acc: 0.7914, loss_cls: 1.7784, loss: 1.7784, grad_norm: 5.2923 2021-02-05 07:55:59,278 - mmaction - INFO - Epoch [38][3640/3757] lr: 1.000e-02, eta: 2 days, 1:07:58, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7922, loss_cls: 1.9041, loss: 1.9041, grad_norm: 5.3416 2021-02-05 07:56:08,165 - mmaction - INFO - Epoch [38][3660/3757] lr: 1.000e-02, eta: 2 days, 1:07:18, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8078, loss_cls: 1.7243, loss: 1.7243, grad_norm: 5.2493 2021-02-05 07:56:17,122 - mmaction - INFO - Epoch [38][3680/3757] lr: 1.000e-02, eta: 2 days, 1:06:39, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7977, loss_cls: 1.8003, loss: 1.8003, grad_norm: 5.3390 2021-02-05 07:56:25,998 - mmaction - INFO - Epoch [38][3700/3757] lr: 1.000e-02, eta: 2 days, 1:05:59, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8117, loss_cls: 1.7729, loss: 1.7729, grad_norm: 5.4021 2021-02-05 07:56:34,884 - mmaction - INFO - Epoch [38][3720/3757] lr: 1.000e-02, eta: 2 days, 1:05:20, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7977, loss_cls: 1.8139, loss: 1.8139, grad_norm: 5.2633 2021-02-05 07:57:02,182 - mmaction - INFO - Epoch [38][3740/3757] lr: 1.000e-02, eta: 2 days, 1:05:51, time: 1.366, data_time: 0.001, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8180, loss_cls: 1.7213, loss: 1.7213, grad_norm: 5.2653 2021-02-05 07:57:21,387 - mmaction - INFO - Saving checkpoint at 38 epochs 2021-02-05 07:58:32,814 - mmaction - INFO - Epoch [39][20/3757] lr: 1.000e-02, eta: 2 days, 1:08:10, time: 3.552, data_time: 3.102, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8047, loss_cls: 1.7164, loss: 1.7164, grad_norm: 5.1589 2021-02-05 07:58:41,731 - mmaction - INFO - Epoch [39][40/3757] lr: 1.000e-02, eta: 2 days, 1:07:30, time: 0.446, data_time: 0.004, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8109, loss_cls: 1.7243, loss: 1.7243, grad_norm: 5.2403 2021-02-05 07:58:50,510 - mmaction - INFO - Epoch [39][60/3757] lr: 1.000e-02, eta: 2 days, 1:06:50, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8141, loss_cls: 1.7474, loss: 1.7474, grad_norm: 5.2644 2021-02-05 07:58:59,283 - mmaction - INFO - Epoch [39][80/3757] lr: 1.000e-02, eta: 2 days, 1:06:10, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8016, loss_cls: 1.7187, loss: 1.7187, grad_norm: 5.3331 2021-02-05 07:59:08,137 - mmaction - INFO - Epoch [39][100/3757] lr: 1.000e-02, eta: 2 days, 1:05:31, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7984, loss_cls: 1.7644, loss: 1.7644, grad_norm: 5.3952 2021-02-05 07:59:16,983 - mmaction - INFO - Epoch [39][120/3757] lr: 1.000e-02, eta: 2 days, 1:04:51, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.8117, loss_cls: 1.7773, loss: 1.7773, grad_norm: 5.3599 2021-02-05 07:59:25,796 - mmaction - INFO - Epoch [39][140/3757] lr: 1.000e-02, eta: 2 days, 1:04:11, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7945, loss_cls: 1.7460, loss: 1.7460, grad_norm: 5.3409 2021-02-05 07:59:34,721 - mmaction - INFO - Epoch [39][160/3757] lr: 1.000e-02, eta: 2 days, 1:03:32, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8023, loss_cls: 1.8153, loss: 1.8153, grad_norm: 5.3990 2021-02-05 07:59:43,644 - mmaction - INFO - Epoch [39][180/3757] lr: 1.000e-02, eta: 2 days, 1:02:53, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8156, loss_cls: 1.7510, loss: 1.7510, grad_norm: 5.1440 2021-02-05 07:59:52,545 - mmaction - INFO - Epoch [39][200/3757] lr: 1.000e-02, eta: 2 days, 1:02:13, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6031, top5_acc: 0.8297, loss_cls: 1.6679, loss: 1.6679, grad_norm: 5.3942 2021-02-05 08:00:01,537 - mmaction - INFO - Epoch [39][220/3757] lr: 1.000e-02, eta: 2 days, 1:01:34, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8086, loss_cls: 1.7341, loss: 1.7341, grad_norm: 5.4416 2021-02-05 08:00:10,455 - mmaction - INFO - Epoch [39][240/3757] lr: 1.000e-02, eta: 2 days, 1:00:55, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6023, top5_acc: 0.8195, loss_cls: 1.6611, loss: 1.6611, grad_norm: 5.2540 2021-02-05 08:00:19,434 - mmaction - INFO - Epoch [39][260/3757] lr: 1.000e-02, eta: 2 days, 1:00:16, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5992, top5_acc: 0.8117, loss_cls: 1.6804, loss: 1.6804, grad_norm: 5.4634 2021-02-05 08:00:28,354 - mmaction - INFO - Epoch [39][280/3757] lr: 1.000e-02, eta: 2 days, 0:59:37, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8281, loss_cls: 1.6426, loss: 1.6426, grad_norm: 5.4063 2021-02-05 08:00:37,205 - mmaction - INFO - Epoch [39][300/3757] lr: 1.000e-02, eta: 2 days, 0:58:57, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7875, loss_cls: 1.8915, loss: 1.8915, grad_norm: 5.5859 2021-02-05 08:00:46,123 - mmaction - INFO - Epoch [39][320/3757] lr: 1.000e-02, eta: 2 days, 0:58:18, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.8078, loss_cls: 1.7940, loss: 1.7940, grad_norm: 5.4058 2021-02-05 08:00:55,062 - mmaction - INFO - Epoch [39][340/3757] lr: 1.000e-02, eta: 2 days, 0:57:39, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.7766, loss: 1.7766, grad_norm: 5.2845 2021-02-05 08:01:04,010 - mmaction - INFO - Epoch [39][360/3757] lr: 1.000e-02, eta: 2 days, 0:57:00, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8016, loss_cls: 1.7788, loss: 1.7788, grad_norm: 5.2199 2021-02-05 08:01:12,980 - mmaction - INFO - Epoch [39][380/3757] lr: 1.000e-02, eta: 2 days, 0:56:21, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5992, top5_acc: 0.8156, loss_cls: 1.6906, loss: 1.6906, grad_norm: 5.3803 2021-02-05 08:01:21,922 - mmaction - INFO - Epoch [39][400/3757] lr: 1.000e-02, eta: 2 days, 0:55:42, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8008, loss_cls: 1.7781, loss: 1.7781, grad_norm: 5.3272 2021-02-05 08:01:30,884 - mmaction - INFO - Epoch [39][420/3757] lr: 1.000e-02, eta: 2 days, 0:55:03, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8250, loss_cls: 1.6694, loss: 1.6694, grad_norm: 5.3379 2021-02-05 08:01:39,824 - mmaction - INFO - Epoch [39][440/3757] lr: 1.000e-02, eta: 2 days, 0:54:24, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8031, loss_cls: 1.7375, loss: 1.7375, grad_norm: 5.3964 2021-02-05 08:01:48,732 - mmaction - INFO - Epoch [39][460/3757] lr: 1.000e-02, eta: 2 days, 0:53:45, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8063, loss_cls: 1.7826, loss: 1.7826, grad_norm: 5.4850 2021-02-05 08:01:57,639 - mmaction - INFO - Epoch [39][480/3757] lr: 1.000e-02, eta: 2 days, 0:53:06, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.7127, loss: 1.7127, grad_norm: 5.2287 2021-02-05 08:02:06,506 - mmaction - INFO - Epoch [39][500/3757] lr: 1.000e-02, eta: 2 days, 0:52:27, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8180, loss_cls: 1.6982, loss: 1.6982, grad_norm: 5.1444 2021-02-05 08:02:15,427 - mmaction - INFO - Epoch [39][520/3757] lr: 1.000e-02, eta: 2 days, 0:51:48, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8023, loss_cls: 1.7706, loss: 1.7706, grad_norm: 5.2461 2021-02-05 08:02:24,459 - mmaction - INFO - Epoch [39][540/3757] lr: 1.000e-02, eta: 2 days, 0:51:09, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7922, loss_cls: 1.8206, loss: 1.8206, grad_norm: 5.2682 2021-02-05 08:02:33,405 - mmaction - INFO - Epoch [39][560/3757] lr: 1.000e-02, eta: 2 days, 0:50:30, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8102, loss_cls: 1.7249, loss: 1.7249, grad_norm: 5.1519 2021-02-05 08:02:42,383 - mmaction - INFO - Epoch [39][580/3757] lr: 1.000e-02, eta: 2 days, 0:49:52, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8023, loss_cls: 1.7688, loss: 1.7688, grad_norm: 5.2010 2021-02-05 08:02:51,321 - mmaction - INFO - Epoch [39][600/3757] lr: 1.000e-02, eta: 2 days, 0:49:13, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6070, top5_acc: 0.8195, loss_cls: 1.6686, loss: 1.6686, grad_norm: 5.1382 2021-02-05 08:03:00,268 - mmaction - INFO - Epoch [39][620/3757] lr: 1.000e-02, eta: 2 days, 0:48:34, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8187, loss_cls: 1.7023, loss: 1.7023, grad_norm: 5.3320 2021-02-05 08:03:09,166 - mmaction - INFO - Epoch [39][640/3757] lr: 1.000e-02, eta: 2 days, 0:47:55, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8078, loss_cls: 1.7292, loss: 1.7292, grad_norm: 5.4654 2021-02-05 08:03:18,089 - mmaction - INFO - Epoch [39][660/3757] lr: 1.000e-02, eta: 2 days, 0:47:16, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8070, loss_cls: 1.7317, loss: 1.7317, grad_norm: 5.3331 2021-02-05 08:03:27,011 - mmaction - INFO - Epoch [39][680/3757] lr: 1.000e-02, eta: 2 days, 0:46:38, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7906, loss_cls: 1.8262, loss: 1.8262, grad_norm: 5.5974 2021-02-05 08:03:35,896 - mmaction - INFO - Epoch [39][700/3757] lr: 1.000e-02, eta: 2 days, 0:45:59, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.8023, loss_cls: 1.7984, loss: 1.7984, grad_norm: 5.3917 2021-02-05 08:03:44,780 - mmaction - INFO - Epoch [39][720/3757] lr: 1.000e-02, eta: 2 days, 0:45:20, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8109, loss_cls: 1.7422, loss: 1.7422, grad_norm: 5.2285 2021-02-05 08:03:53,666 - mmaction - INFO - Epoch [39][740/3757] lr: 1.000e-02, eta: 2 days, 0:44:41, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7734, loss_cls: 1.8847, loss: 1.8847, grad_norm: 5.5651 2021-02-05 08:04:02,552 - mmaction - INFO - Epoch [39][760/3757] lr: 1.000e-02, eta: 2 days, 0:44:02, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8086, loss_cls: 1.8085, loss: 1.8085, grad_norm: 5.3641 2021-02-05 08:04:11,549 - mmaction - INFO - Epoch [39][780/3757] lr: 1.000e-02, eta: 2 days, 0:43:23, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.7937, loss_cls: 1.7466, loss: 1.7466, grad_norm: 5.4526 2021-02-05 08:04:20,413 - mmaction - INFO - Epoch [39][800/3757] lr: 1.000e-02, eta: 2 days, 0:42:45, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7961, loss_cls: 1.7998, loss: 1.7998, grad_norm: 5.4611 2021-02-05 08:04:29,422 - mmaction - INFO - Epoch [39][820/3757] lr: 1.000e-02, eta: 2 days, 0:42:06, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7914, loss_cls: 1.8134, loss: 1.8134, grad_norm: 5.2206 2021-02-05 08:04:38,326 - mmaction - INFO - Epoch [39][840/3757] lr: 1.000e-02, eta: 2 days, 0:41:27, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.7886, loss: 1.7886, grad_norm: 5.2564 2021-02-05 08:04:47,194 - mmaction - INFO - Epoch [39][860/3757] lr: 1.000e-02, eta: 2 days, 0:40:49, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7953, loss_cls: 1.7978, loss: 1.7978, grad_norm: 5.4174 2021-02-05 08:04:56,077 - mmaction - INFO - Epoch [39][880/3757] lr: 1.000e-02, eta: 2 days, 0:40:10, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.8102, loss_cls: 1.7668, loss: 1.7668, grad_norm: 5.4110 2021-02-05 08:05:04,934 - mmaction - INFO - Epoch [39][900/3757] lr: 1.000e-02, eta: 2 days, 0:39:31, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8133, loss_cls: 1.7730, loss: 1.7730, grad_norm: 5.5141 2021-02-05 08:05:13,899 - mmaction - INFO - Epoch [39][920/3757] lr: 1.000e-02, eta: 2 days, 0:38:53, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8031, loss_cls: 1.7752, loss: 1.7752, grad_norm: 5.3832 2021-02-05 08:05:22,874 - mmaction - INFO - Epoch [39][940/3757] lr: 1.000e-02, eta: 2 days, 0:38:14, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7984, loss_cls: 1.7423, loss: 1.7423, grad_norm: 5.2762 2021-02-05 08:05:31,788 - mmaction - INFO - Epoch [39][960/3757] lr: 1.000e-02, eta: 2 days, 0:37:36, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8125, loss_cls: 1.7474, loss: 1.7474, grad_norm: 5.3859 2021-02-05 08:05:40,713 - mmaction - INFO - Epoch [39][980/3757] lr: 1.000e-02, eta: 2 days, 0:36:57, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7719, loss_cls: 1.8893, loss: 1.8893, grad_norm: 5.5272 2021-02-05 08:05:49,560 - mmaction - INFO - Epoch [39][1000/3757] lr: 1.000e-02, eta: 2 days, 0:36:18, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7930, loss_cls: 1.7995, loss: 1.7995, grad_norm: 5.3527 2021-02-05 08:05:58,480 - mmaction - INFO - Epoch [39][1020/3757] lr: 1.000e-02, eta: 2 days, 0:35:40, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8008, loss_cls: 1.8108, loss: 1.8108, grad_norm: 5.3331 2021-02-05 08:06:07,429 - mmaction - INFO - Epoch [39][1040/3757] lr: 1.000e-02, eta: 2 days, 0:35:01, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8078, loss_cls: 1.6958, loss: 1.6958, grad_norm: 5.2312 2021-02-05 08:06:16,358 - mmaction - INFO - Epoch [39][1060/3757] lr: 1.000e-02, eta: 2 days, 0:34:23, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7789, loss_cls: 1.8521, loss: 1.8521, grad_norm: 5.4537 2021-02-05 08:06:25,285 - mmaction - INFO - Epoch [39][1080/3757] lr: 1.000e-02, eta: 2 days, 0:33:45, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8094, loss_cls: 1.8210, loss: 1.8210, grad_norm: 5.3318 2021-02-05 08:06:34,189 - mmaction - INFO - Epoch [39][1100/3757] lr: 1.000e-02, eta: 2 days, 0:33:06, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7883, loss_cls: 1.8031, loss: 1.8031, grad_norm: 5.5772 2021-02-05 08:06:43,173 - mmaction - INFO - Epoch [39][1120/3757] lr: 1.000e-02, eta: 2 days, 0:32:28, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7937, loss_cls: 1.8089, loss: 1.8089, grad_norm: 5.2140 2021-02-05 08:06:52,080 - mmaction - INFO - Epoch [39][1140/3757] lr: 1.000e-02, eta: 2 days, 0:31:50, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7930, loss_cls: 1.8136, loss: 1.8136, grad_norm: 5.1223 2021-02-05 08:07:00,999 - mmaction - INFO - Epoch [39][1160/3757] lr: 1.000e-02, eta: 2 days, 0:31:11, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8156, loss_cls: 1.7162, loss: 1.7162, grad_norm: 5.3308 2021-02-05 08:07:09,919 - mmaction - INFO - Epoch [39][1180/3757] lr: 1.000e-02, eta: 2 days, 0:30:33, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8180, loss_cls: 1.6889, loss: 1.6889, grad_norm: 5.2944 2021-02-05 08:07:18,888 - mmaction - INFO - Epoch [39][1200/3757] lr: 1.000e-02, eta: 2 days, 0:29:55, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8000, loss_cls: 1.7646, loss: 1.7646, grad_norm: 5.3263 2021-02-05 08:07:27,812 - mmaction - INFO - Epoch [39][1220/3757] lr: 1.000e-02, eta: 2 days, 0:29:17, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8078, loss_cls: 1.8254, loss: 1.8254, grad_norm: 5.3281 2021-02-05 08:07:36,782 - mmaction - INFO - Epoch [39][1240/3757] lr: 1.000e-02, eta: 2 days, 0:28:38, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6055, top5_acc: 0.8125, loss_cls: 1.6737, loss: 1.6737, grad_norm: 5.1223 2021-02-05 08:07:45,795 - mmaction - INFO - Epoch [39][1260/3757] lr: 1.000e-02, eta: 2 days, 0:28:00, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7883, loss_cls: 1.8344, loss: 1.8344, grad_norm: 5.3429 2021-02-05 08:07:54,773 - mmaction - INFO - Epoch [39][1280/3757] lr: 1.000e-02, eta: 2 days, 0:27:23, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8117, loss_cls: 1.7801, loss: 1.7801, grad_norm: 5.4819 2021-02-05 08:08:03,684 - mmaction - INFO - Epoch [39][1300/3757] lr: 1.000e-02, eta: 2 days, 0:26:44, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7984, loss_cls: 1.8325, loss: 1.8325, grad_norm: 5.2823 2021-02-05 08:08:12,627 - mmaction - INFO - Epoch [39][1320/3757] lr: 1.000e-02, eta: 2 days, 0:26:06, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8258, loss_cls: 1.6806, loss: 1.6806, grad_norm: 5.0361 2021-02-05 08:08:21,611 - mmaction - INFO - Epoch [39][1340/3757] lr: 1.000e-02, eta: 2 days, 0:25:28, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8063, loss_cls: 1.7817, loss: 1.7817, grad_norm: 5.1611 2021-02-05 08:08:30,557 - mmaction - INFO - Epoch [39][1360/3757] lr: 1.000e-02, eta: 2 days, 0:24:50, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8016, loss_cls: 1.8143, loss: 1.8143, grad_norm: 5.2112 2021-02-05 08:08:39,443 - mmaction - INFO - Epoch [39][1380/3757] lr: 1.000e-02, eta: 2 days, 0:24:12, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8086, loss_cls: 1.7229, loss: 1.7229, grad_norm: 5.2928 2021-02-05 08:08:48,392 - mmaction - INFO - Epoch [39][1400/3757] lr: 1.000e-02, eta: 2 days, 0:23:34, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.7219, loss: 1.7219, grad_norm: 5.3482 2021-02-05 08:08:57,329 - mmaction - INFO - Epoch [39][1420/3757] lr: 1.000e-02, eta: 2 days, 0:22:56, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8219, loss_cls: 1.7068, loss: 1.7068, grad_norm: 5.1216 2021-02-05 08:09:06,259 - mmaction - INFO - Epoch [39][1440/3757] lr: 1.000e-02, eta: 2 days, 0:22:18, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8078, loss_cls: 1.7534, loss: 1.7534, grad_norm: 5.4177 2021-02-05 08:09:15,190 - mmaction - INFO - Epoch [39][1460/3757] lr: 1.000e-02, eta: 2 days, 0:21:40, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8273, loss_cls: 1.6617, loss: 1.6617, grad_norm: 5.2962 2021-02-05 08:09:24,187 - mmaction - INFO - Epoch [39][1480/3757] lr: 1.000e-02, eta: 2 days, 0:21:02, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7797, loss_cls: 1.8609, loss: 1.8609, grad_norm: 5.3692 2021-02-05 08:09:33,179 - mmaction - INFO - Epoch [39][1500/3757] lr: 1.000e-02, eta: 2 days, 0:20:24, time: 0.450, data_time: 0.002, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7805, loss_cls: 1.8830, loss: 1.8830, grad_norm: 5.4499 2021-02-05 08:09:42,170 - mmaction - INFO - Epoch [39][1520/3757] lr: 1.000e-02, eta: 2 days, 0:19:46, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8156, loss_cls: 1.7238, loss: 1.7238, grad_norm: 5.3216 2021-02-05 08:09:51,053 - mmaction - INFO - Epoch [39][1540/3757] lr: 1.000e-02, eta: 2 days, 0:19:08, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7977, loss_cls: 1.7952, loss: 1.7952, grad_norm: 5.2241 2021-02-05 08:09:59,937 - mmaction - INFO - Epoch [39][1560/3757] lr: 1.000e-02, eta: 2 days, 0:18:30, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7984, loss_cls: 1.8345, loss: 1.8345, grad_norm: 5.5086 2021-02-05 08:10:08,861 - mmaction - INFO - Epoch [39][1580/3757] lr: 1.000e-02, eta: 2 days, 0:17:52, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7883, loss_cls: 1.8259, loss: 1.8259, grad_norm: 5.4848 2021-02-05 08:10:17,853 - mmaction - INFO - Epoch [39][1600/3757] lr: 1.000e-02, eta: 2 days, 0:17:15, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7859, loss_cls: 1.7966, loss: 1.7966, grad_norm: 5.2830 2021-02-05 08:10:26,823 - mmaction - INFO - Epoch [39][1620/3757] lr: 1.000e-02, eta: 2 days, 0:16:37, time: 0.449, data_time: 0.006, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7820, loss_cls: 1.8683, loss: 1.8683, grad_norm: 5.3666 2021-02-05 08:10:35,708 - mmaction - INFO - Epoch [39][1640/3757] lr: 1.000e-02, eta: 2 days, 0:15:59, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7969, loss_cls: 1.7742, loss: 1.7742, grad_norm: 5.2882 2021-02-05 08:10:44,631 - mmaction - INFO - Epoch [39][1660/3757] lr: 1.000e-02, eta: 2 days, 0:15:21, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6023, top5_acc: 0.8234, loss_cls: 1.6420, loss: 1.6420, grad_norm: 5.2582 2021-02-05 08:10:53,584 - mmaction - INFO - Epoch [39][1680/3757] lr: 1.000e-02, eta: 2 days, 0:14:43, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8187, loss_cls: 1.7073, loss: 1.7073, grad_norm: 5.2069 2021-02-05 08:11:02,525 - mmaction - INFO - Epoch [39][1700/3757] lr: 1.000e-02, eta: 2 days, 0:14:05, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8000, loss_cls: 1.7726, loss: 1.7726, grad_norm: 5.2322 2021-02-05 08:11:11,412 - mmaction - INFO - Epoch [39][1720/3757] lr: 1.000e-02, eta: 2 days, 0:13:27, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7930, loss_cls: 1.7675, loss: 1.7675, grad_norm: 5.2611 2021-02-05 08:11:20,346 - mmaction - INFO - Epoch [39][1740/3757] lr: 1.000e-02, eta: 2 days, 0:12:50, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8164, loss_cls: 1.7586, loss: 1.7586, grad_norm: 5.4943 2021-02-05 08:11:29,277 - mmaction - INFO - Epoch [39][1760/3757] lr: 1.000e-02, eta: 2 days, 0:12:12, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8109, loss_cls: 1.7231, loss: 1.7231, grad_norm: 5.3526 2021-02-05 08:11:38,283 - mmaction - INFO - Epoch [39][1780/3757] lr: 1.000e-02, eta: 2 days, 0:11:35, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.8063, loss_cls: 1.7885, loss: 1.7885, grad_norm: 5.5385 2021-02-05 08:11:47,220 - mmaction - INFO - Epoch [39][1800/3757] lr: 1.000e-02, eta: 2 days, 0:10:57, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7867, loss_cls: 1.7901, loss: 1.7901, grad_norm: 5.4072 2021-02-05 08:11:56,090 - mmaction - INFO - Epoch [39][1820/3757] lr: 1.000e-02, eta: 2 days, 0:10:19, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7961, loss_cls: 1.8101, loss: 1.8101, grad_norm: 5.2813 2021-02-05 08:12:05,050 - mmaction - INFO - Epoch [39][1840/3757] lr: 1.000e-02, eta: 2 days, 0:09:41, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.8047, loss_cls: 1.8074, loss: 1.8074, grad_norm: 5.4110 2021-02-05 08:12:13,947 - mmaction - INFO - Epoch [39][1860/3757] lr: 1.000e-02, eta: 2 days, 0:09:04, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7828, loss_cls: 1.8438, loss: 1.8438, grad_norm: 5.2902 2021-02-05 08:12:22,956 - mmaction - INFO - Epoch [39][1880/3757] lr: 1.000e-02, eta: 2 days, 0:08:26, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7945, loss_cls: 1.8306, loss: 1.8306, grad_norm: 5.3357 2021-02-05 08:12:31,927 - mmaction - INFO - Epoch [39][1900/3757] lr: 1.000e-02, eta: 2 days, 0:07:49, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7789, loss_cls: 1.8567, loss: 1.8567, grad_norm: 5.3259 2021-02-05 08:12:40,820 - mmaction - INFO - Epoch [39][1920/3757] lr: 1.000e-02, eta: 2 days, 0:07:11, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7875, loss_cls: 1.8318, loss: 1.8318, grad_norm: 5.2920 2021-02-05 08:12:49,819 - mmaction - INFO - Epoch [39][1940/3757] lr: 1.000e-02, eta: 2 days, 0:06:34, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8070, loss_cls: 1.7507, loss: 1.7507, grad_norm: 5.2556 2021-02-05 08:12:58,719 - mmaction - INFO - Epoch [39][1960/3757] lr: 1.000e-02, eta: 2 days, 0:05:56, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7984, loss_cls: 1.7799, loss: 1.7799, grad_norm: 5.0728 2021-02-05 08:13:07,664 - mmaction - INFO - Epoch [39][1980/3757] lr: 1.000e-02, eta: 2 days, 0:05:19, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8047, loss_cls: 1.7636, loss: 1.7636, grad_norm: 5.1496 2021-02-05 08:13:16,656 - mmaction - INFO - Epoch [39][2000/3757] lr: 1.000e-02, eta: 2 days, 0:04:41, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8047, loss_cls: 1.8191, loss: 1.8191, grad_norm: 5.3552 2021-02-05 08:13:25,525 - mmaction - INFO - Epoch [39][2020/3757] lr: 1.000e-02, eta: 2 days, 0:04:03, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7977, loss_cls: 1.8129, loss: 1.8129, grad_norm: 5.3180 2021-02-05 08:13:34,482 - mmaction - INFO - Epoch [39][2040/3757] lr: 1.000e-02, eta: 2 days, 0:03:26, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8078, loss_cls: 1.6954, loss: 1.6954, grad_norm: 5.2756 2021-02-05 08:13:43,475 - mmaction - INFO - Epoch [39][2060/3757] lr: 1.000e-02, eta: 2 days, 0:02:49, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8031, loss_cls: 1.7592, loss: 1.7592, grad_norm: 5.1962 2021-02-05 08:13:52,418 - mmaction - INFO - Epoch [39][2080/3757] lr: 1.000e-02, eta: 2 days, 0:02:11, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7766, loss_cls: 1.8720, loss: 1.8720, grad_norm: 5.3528 2021-02-05 08:14:01,325 - mmaction - INFO - Epoch [39][2100/3757] lr: 1.000e-02, eta: 2 days, 0:01:34, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7836, loss_cls: 1.8313, loss: 1.8313, grad_norm: 5.2472 2021-02-05 08:14:10,296 - mmaction - INFO - Epoch [39][2120/3757] lr: 1.000e-02, eta: 2 days, 0:00:57, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7719, loss_cls: 1.9459, loss: 1.9459, grad_norm: 5.3789 2021-02-05 08:14:19,265 - mmaction - INFO - Epoch [39][2140/3757] lr: 1.000e-02, eta: 2 days, 0:00:19, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8039, loss_cls: 1.7732, loss: 1.7732, grad_norm: 5.3531 2021-02-05 08:14:28,198 - mmaction - INFO - Epoch [39][2160/3757] lr: 1.000e-02, eta: 1 day, 23:59:42, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8117, loss_cls: 1.7412, loss: 1.7412, grad_norm: 5.4229 2021-02-05 08:14:37,160 - mmaction - INFO - Epoch [39][2180/3757] lr: 1.000e-02, eta: 1 day, 23:59:05, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6062, top5_acc: 0.8242, loss_cls: 1.6352, loss: 1.6352, grad_norm: 5.3398 2021-02-05 08:14:46,061 - mmaction - INFO - Epoch [39][2200/3757] lr: 1.000e-02, eta: 1 day, 23:58:27, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5953, top5_acc: 0.7953, loss_cls: 1.7480, loss: 1.7480, grad_norm: 5.2879 2021-02-05 08:14:55,044 - mmaction - INFO - Epoch [39][2220/3757] lr: 1.000e-02, eta: 1 day, 23:57:50, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8000, loss_cls: 1.8253, loss: 1.8253, grad_norm: 5.4304 2021-02-05 08:15:03,963 - mmaction - INFO - Epoch [39][2240/3757] lr: 1.000e-02, eta: 1 day, 23:57:13, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7992, loss_cls: 1.8031, loss: 1.8031, grad_norm: 5.4046 2021-02-05 08:15:12,874 - mmaction - INFO - Epoch [39][2260/3757] lr: 1.000e-02, eta: 1 day, 23:56:35, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7883, loss_cls: 1.8305, loss: 1.8305, grad_norm: 5.5684 2021-02-05 08:15:21,815 - mmaction - INFO - Epoch [39][2280/3757] lr: 1.000e-02, eta: 1 day, 23:55:58, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8031, loss_cls: 1.7848, loss: 1.7848, grad_norm: 5.1500 2021-02-05 08:15:30,846 - mmaction - INFO - Epoch [39][2300/3757] lr: 1.000e-02, eta: 1 day, 23:55:21, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7797, loss_cls: 1.8347, loss: 1.8347, grad_norm: 5.3429 2021-02-05 08:15:39,749 - mmaction - INFO - Epoch [39][2320/3757] lr: 1.000e-02, eta: 1 day, 23:54:44, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7875, loss_cls: 1.8345, loss: 1.8345, grad_norm: 5.4237 2021-02-05 08:15:48,733 - mmaction - INFO - Epoch [39][2340/3757] lr: 1.000e-02, eta: 1 day, 23:54:07, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8250, loss_cls: 1.6840, loss: 1.6840, grad_norm: 5.3327 2021-02-05 08:15:57,674 - mmaction - INFO - Epoch [39][2360/3757] lr: 1.000e-02, eta: 1 day, 23:53:30, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7852, loss_cls: 1.8612, loss: 1.8612, grad_norm: 5.5356 2021-02-05 08:16:06,584 - mmaction - INFO - Epoch [39][2380/3757] lr: 1.000e-02, eta: 1 day, 23:52:53, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8055, loss_cls: 1.8166, loss: 1.8166, grad_norm: 5.5041 2021-02-05 08:16:15,570 - mmaction - INFO - Epoch [39][2400/3757] lr: 1.000e-02, eta: 1 day, 23:52:16, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8125, loss_cls: 1.7297, loss: 1.7297, grad_norm: 5.2665 2021-02-05 08:16:24,445 - mmaction - INFO - Epoch [39][2420/3757] lr: 1.000e-02, eta: 1 day, 23:51:38, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8070, loss_cls: 1.7881, loss: 1.7881, grad_norm: 5.5064 2021-02-05 08:16:33,383 - mmaction - INFO - Epoch [39][2440/3757] lr: 1.000e-02, eta: 1 day, 23:51:01, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7969, loss_cls: 1.8025, loss: 1.8025, grad_norm: 5.3947 2021-02-05 08:16:42,292 - mmaction - INFO - Epoch [39][2460/3757] lr: 1.000e-02, eta: 1 day, 23:50:24, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8109, loss_cls: 1.6798, loss: 1.6798, grad_norm: 5.2059 2021-02-05 08:16:51,235 - mmaction - INFO - Epoch [39][2480/3757] lr: 1.000e-02, eta: 1 day, 23:49:47, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8031, loss_cls: 1.8170, loss: 1.8170, grad_norm: 5.4224 2021-02-05 08:17:00,211 - mmaction - INFO - Epoch [39][2500/3757] lr: 1.000e-02, eta: 1 day, 23:49:10, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8047, loss_cls: 1.7735, loss: 1.7735, grad_norm: 5.3647 2021-02-05 08:17:09,122 - mmaction - INFO - Epoch [39][2520/3757] lr: 1.000e-02, eta: 1 day, 23:48:33, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7969, loss_cls: 1.8266, loss: 1.8266, grad_norm: 5.3958 2021-02-05 08:17:18,105 - mmaction - INFO - Epoch [39][2540/3757] lr: 1.000e-02, eta: 1 day, 23:47:56, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.8016, loss_cls: 1.8268, loss: 1.8268, grad_norm: 5.4248 2021-02-05 08:17:27,047 - mmaction - INFO - Epoch [39][2560/3757] lr: 1.000e-02, eta: 1 day, 23:47:19, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8016, loss_cls: 1.8012, loss: 1.8012, grad_norm: 5.4094 2021-02-05 08:17:35,929 - mmaction - INFO - Epoch [39][2580/3757] lr: 1.000e-02, eta: 1 day, 23:46:42, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8117, loss_cls: 1.7016, loss: 1.7016, grad_norm: 5.1679 2021-02-05 08:17:44,916 - mmaction - INFO - Epoch [39][2600/3757] lr: 1.000e-02, eta: 1 day, 23:46:05, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8039, loss_cls: 1.7928, loss: 1.7928, grad_norm: 5.3724 2021-02-05 08:17:53,845 - mmaction - INFO - Epoch [39][2620/3757] lr: 1.000e-02, eta: 1 day, 23:45:28, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7891, loss_cls: 1.7771, loss: 1.7771, grad_norm: 5.2586 2021-02-05 08:18:02,749 - mmaction - INFO - Epoch [39][2640/3757] lr: 1.000e-02, eta: 1 day, 23:44:51, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8063, loss_cls: 1.7723, loss: 1.7723, grad_norm: 5.1998 2021-02-05 08:18:11,720 - mmaction - INFO - Epoch [39][2660/3757] lr: 1.000e-02, eta: 1 day, 23:44:14, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7922, loss_cls: 1.8015, loss: 1.8015, grad_norm: 5.3321 2021-02-05 08:18:20,614 - mmaction - INFO - Epoch [39][2680/3757] lr: 1.000e-02, eta: 1 day, 23:43:37, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8070, loss_cls: 1.7360, loss: 1.7360, grad_norm: 5.2261 2021-02-05 08:18:29,525 - mmaction - INFO - Epoch [39][2700/3757] lr: 1.000e-02, eta: 1 day, 23:43:00, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8148, loss_cls: 1.6913, loss: 1.6913, grad_norm: 5.1744 2021-02-05 08:18:38,447 - mmaction - INFO - Epoch [39][2720/3757] lr: 1.000e-02, eta: 1 day, 23:42:23, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6023, top5_acc: 0.8172, loss_cls: 1.6933, loss: 1.6933, grad_norm: 5.2350 2021-02-05 08:19:17,890 - mmaction - INFO - Epoch [39][2740/3757] lr: 1.000e-02, eta: 1 day, 23:43:38, time: 1.973, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.7961, loss_cls: 1.7777, loss: 1.7777, grad_norm: 5.3250 2021-02-05 08:20:11,716 - mmaction - INFO - Epoch [39][2760/3757] lr: 1.000e-02, eta: 1 day, 23:45:46, time: 2.691, data_time: 1.359, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7984, loss_cls: 1.7614, loss: 1.7614, grad_norm: 5.1361 2021-02-05 08:20:20,500 - mmaction - INFO - Epoch [39][2780/3757] lr: 1.000e-02, eta: 1 day, 23:45:08, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7852, loss_cls: 1.8601, loss: 1.8601, grad_norm: 5.1812 2021-02-05 08:21:12,056 - mmaction - INFO - Epoch [39][2800/3757] lr: 1.000e-02, eta: 1 day, 23:47:07, time: 2.578, data_time: 0.008, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7977, loss_cls: 1.8130, loss: 1.8130, grad_norm: 5.3955 2021-02-05 08:21:37,506 - mmaction - INFO - Epoch [39][2820/3757] lr: 1.000e-02, eta: 1 day, 23:47:31, time: 1.273, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7891, loss_cls: 1.7943, loss: 1.7943, grad_norm: 5.1356 2021-02-05 08:21:46,406 - mmaction - INFO - Epoch [39][2840/3757] lr: 1.000e-02, eta: 1 day, 23:46:54, time: 0.444, data_time: 0.003, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8094, loss_cls: 1.7891, loss: 1.7891, grad_norm: 5.2646 2021-02-05 08:21:55,256 - mmaction - INFO - Epoch [39][2860/3757] lr: 1.000e-02, eta: 1 day, 23:46:16, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.7937, loss_cls: 1.7703, loss: 1.7703, grad_norm: 5.1021 2021-02-05 08:22:04,127 - mmaction - INFO - Epoch [39][2880/3757] lr: 1.000e-02, eta: 1 day, 23:45:39, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8016, loss_cls: 1.7733, loss: 1.7733, grad_norm: 5.1620 2021-02-05 08:22:12,934 - mmaction - INFO - Epoch [39][2900/3757] lr: 1.000e-02, eta: 1 day, 23:45:02, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7945, loss_cls: 1.7847, loss: 1.7847, grad_norm: 5.1520 2021-02-05 08:22:21,817 - mmaction - INFO - Epoch [39][2920/3757] lr: 1.000e-02, eta: 1 day, 23:44:25, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7961, loss_cls: 1.7840, loss: 1.7840, grad_norm: 5.2526 2021-02-05 08:22:30,696 - mmaction - INFO - Epoch [39][2940/3757] lr: 1.000e-02, eta: 1 day, 23:43:48, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5414, top5_acc: 0.7789, loss_cls: 1.8726, loss: 1.8726, grad_norm: 5.5116 2021-02-05 08:22:39,567 - mmaction - INFO - Epoch [39][2960/3757] lr: 1.000e-02, eta: 1 day, 23:43:11, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7875, loss_cls: 1.8271, loss: 1.8271, grad_norm: 5.2821 2021-02-05 08:22:48,458 - mmaction - INFO - Epoch [39][2980/3757] lr: 1.000e-02, eta: 1 day, 23:42:34, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8234, loss_cls: 1.6795, loss: 1.6795, grad_norm: 5.0928 2021-02-05 08:22:57,337 - mmaction - INFO - Epoch [39][3000/3757] lr: 1.000e-02, eta: 1 day, 23:41:57, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8039, loss_cls: 1.8032, loss: 1.8032, grad_norm: 5.4800 2021-02-05 08:23:06,266 - mmaction - INFO - Epoch [39][3020/3757] lr: 1.000e-02, eta: 1 day, 23:41:20, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8070, loss_cls: 1.7242, loss: 1.7242, grad_norm: 5.3215 2021-02-05 08:23:15,154 - mmaction - INFO - Epoch [39][3040/3757] lr: 1.000e-02, eta: 1 day, 23:40:43, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7711, loss_cls: 1.8830, loss: 1.8830, grad_norm: 5.4742 2021-02-05 08:23:24,015 - mmaction - INFO - Epoch [39][3060/3757] lr: 1.000e-02, eta: 1 day, 23:40:06, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8063, loss_cls: 1.7440, loss: 1.7440, grad_norm: 5.2339 2021-02-05 08:23:32,928 - mmaction - INFO - Epoch [39][3080/3757] lr: 1.000e-02, eta: 1 day, 23:39:29, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7992, loss_cls: 1.8227, loss: 1.8227, grad_norm: 5.3182 2021-02-05 08:23:41,930 - mmaction - INFO - Epoch [39][3100/3757] lr: 1.000e-02, eta: 1 day, 23:38:53, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8078, loss_cls: 1.7312, loss: 1.7312, grad_norm: 5.2941 2021-02-05 08:23:50,742 - mmaction - INFO - Epoch [39][3120/3757] lr: 1.000e-02, eta: 1 day, 23:38:15, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7945, loss_cls: 1.8342, loss: 1.8342, grad_norm: 5.2921 2021-02-05 08:23:59,700 - mmaction - INFO - Epoch [39][3140/3757] lr: 1.000e-02, eta: 1 day, 23:37:39, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7992, loss_cls: 1.7488, loss: 1.7488, grad_norm: 5.3160 2021-02-05 08:24:08,606 - mmaction - INFO - Epoch [39][3160/3757] lr: 1.000e-02, eta: 1 day, 23:37:02, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8055, loss_cls: 1.8188, loss: 1.8188, grad_norm: 5.5310 2021-02-05 08:24:35,451 - mmaction - INFO - Epoch [39][3180/3757] lr: 1.000e-02, eta: 1 day, 23:37:30, time: 1.342, data_time: 0.234, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7734, loss_cls: 1.8477, loss: 1.8477, grad_norm: 5.3743 2021-02-05 08:24:44,313 - mmaction - INFO - Epoch [39][3200/3757] lr: 1.000e-02, eta: 1 day, 23:36:54, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8031, loss_cls: 1.7723, loss: 1.7723, grad_norm: 5.3398 2021-02-05 08:24:53,164 - mmaction - INFO - Epoch [39][3220/3757] lr: 1.000e-02, eta: 1 day, 23:36:17, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8008, loss_cls: 1.7596, loss: 1.7596, grad_norm: 5.2726 2021-02-05 08:25:02,080 - mmaction - INFO - Epoch [39][3240/3757] lr: 1.000e-02, eta: 1 day, 23:35:40, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7914, loss_cls: 1.8257, loss: 1.8257, grad_norm: 5.4309 2021-02-05 08:25:10,949 - mmaction - INFO - Epoch [39][3260/3757] lr: 1.000e-02, eta: 1 day, 23:35:03, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7945, loss_cls: 1.8651, loss: 1.8651, grad_norm: 5.4202 2021-02-05 08:25:19,838 - mmaction - INFO - Epoch [39][3280/3757] lr: 1.000e-02, eta: 1 day, 23:34:26, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8070, loss_cls: 1.7881, loss: 1.7881, grad_norm: 5.2890 2021-02-05 08:25:28,679 - mmaction - INFO - Epoch [39][3300/3757] lr: 1.000e-02, eta: 1 day, 23:33:49, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7937, loss_cls: 1.8383, loss: 1.8383, grad_norm: 5.3850 2021-02-05 08:25:37,592 - mmaction - INFO - Epoch [39][3320/3757] lr: 1.000e-02, eta: 1 day, 23:33:13, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8172, loss_cls: 1.7188, loss: 1.7188, grad_norm: 5.3134 2021-02-05 08:25:46,441 - mmaction - INFO - Epoch [39][3340/3757] lr: 1.000e-02, eta: 1 day, 23:32:36, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7797, loss_cls: 1.8784, loss: 1.8784, grad_norm: 5.3773 2021-02-05 08:25:55,349 - mmaction - INFO - Epoch [39][3360/3757] lr: 1.000e-02, eta: 1 day, 23:31:59, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7906, loss_cls: 1.8433, loss: 1.8433, grad_norm: 5.2470 2021-02-05 08:26:04,301 - mmaction - INFO - Epoch [39][3380/3757] lr: 1.000e-02, eta: 1 day, 23:31:23, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7953, loss_cls: 1.7746, loss: 1.7746, grad_norm: 5.2105 2021-02-05 08:26:13,174 - mmaction - INFO - Epoch [39][3400/3757] lr: 1.000e-02, eta: 1 day, 23:30:46, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7719, loss_cls: 1.9019, loss: 1.9019, grad_norm: 5.4970 2021-02-05 08:26:32,049 - mmaction - INFO - Epoch [39][3420/3757] lr: 1.000e-02, eta: 1 day, 23:30:46, time: 0.944, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7914, loss_cls: 1.8227, loss: 1.8227, grad_norm: 5.1462 2021-02-05 08:26:40,981 - mmaction - INFO - Epoch [39][3440/3757] lr: 1.000e-02, eta: 1 day, 23:30:09, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.8008, loss_cls: 1.8092, loss: 1.8092, grad_norm: 5.3549 2021-02-05 08:26:49,862 - mmaction - INFO - Epoch [39][3460/3757] lr: 1.000e-02, eta: 1 day, 23:29:32, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5969, top5_acc: 0.7969, loss_cls: 1.7834, loss: 1.7834, grad_norm: 5.2324 2021-02-05 08:26:58,820 - mmaction - INFO - Epoch [39][3480/3757] lr: 1.000e-02, eta: 1 day, 23:28:56, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.8047, loss_cls: 1.8089, loss: 1.8089, grad_norm: 5.4493 2021-02-05 08:27:07,700 - mmaction - INFO - Epoch [39][3500/3757] lr: 1.000e-02, eta: 1 day, 23:28:20, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8055, loss_cls: 1.7595, loss: 1.7595, grad_norm: 5.3394 2021-02-05 08:27:16,590 - mmaction - INFO - Epoch [39][3520/3757] lr: 1.000e-02, eta: 1 day, 23:27:43, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7922, loss_cls: 1.8344, loss: 1.8344, grad_norm: 5.4126 2021-02-05 08:27:25,502 - mmaction - INFO - Epoch [39][3540/3757] lr: 1.000e-02, eta: 1 day, 23:27:06, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7961, loss_cls: 1.8594, loss: 1.8594, grad_norm: 5.3562 2021-02-05 08:27:34,457 - mmaction - INFO - Epoch [39][3560/3757] lr: 1.000e-02, eta: 1 day, 23:26:30, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.7953, loss_cls: 1.8133, loss: 1.8133, grad_norm: 5.1976 2021-02-05 08:27:43,353 - mmaction - INFO - Epoch [39][3580/3757] lr: 1.000e-02, eta: 1 day, 23:25:54, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.8070, loss_cls: 1.7936, loss: 1.7936, grad_norm: 5.4042 2021-02-05 08:27:52,300 - mmaction - INFO - Epoch [39][3600/3757] lr: 1.000e-02, eta: 1 day, 23:25:17, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7766, loss_cls: 1.8767, loss: 1.8767, grad_norm: 5.3922 2021-02-05 08:28:01,274 - mmaction - INFO - Epoch [39][3620/3757] lr: 1.000e-02, eta: 1 day, 23:24:41, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7945, loss_cls: 1.8059, loss: 1.8059, grad_norm: 5.3076 2021-02-05 08:28:10,228 - mmaction - INFO - Epoch [39][3640/3757] lr: 1.000e-02, eta: 1 day, 23:24:05, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8000, loss_cls: 1.8652, loss: 1.8652, grad_norm: 5.5679 2021-02-05 08:28:19,154 - mmaction - INFO - Epoch [39][3660/3757] lr: 1.000e-02, eta: 1 day, 23:23:29, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7969, loss_cls: 1.8194, loss: 1.8194, grad_norm: 5.3536 2021-02-05 08:28:28,113 - mmaction - INFO - Epoch [39][3680/3757] lr: 1.000e-02, eta: 1 day, 23:22:53, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8063, loss_cls: 1.7707, loss: 1.7707, grad_norm: 5.3062 2021-02-05 08:28:37,074 - mmaction - INFO - Epoch [39][3700/3757] lr: 1.000e-02, eta: 1 day, 23:22:16, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5992, top5_acc: 0.8047, loss_cls: 1.7386, loss: 1.7386, grad_norm: 5.1882 2021-02-05 08:28:46,014 - mmaction - INFO - Epoch [39][3720/3757] lr: 1.000e-02, eta: 1 day, 23:21:40, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7875, loss_cls: 1.8306, loss: 1.8306, grad_norm: 5.1664 2021-02-05 08:28:54,982 - mmaction - INFO - Epoch [39][3740/3757] lr: 1.000e-02, eta: 1 day, 23:21:04, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8023, loss_cls: 1.7557, loss: 1.7557, grad_norm: 5.3097 2021-02-05 08:29:04,429 - mmaction - INFO - Saving checkpoint at 39 epochs 2021-02-05 08:29:38,627 - mmaction - INFO - Epoch [40][20/3757] lr: 1.000e-02, eta: 1 day, 23:20:57, time: 1.657, data_time: 1.194, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7969, loss_cls: 1.7912, loss: 1.7912, grad_norm: 5.4745 2021-02-05 08:29:47,473 - mmaction - INFO - Epoch [40][40/3757] lr: 1.000e-02, eta: 1 day, 23:20:20, time: 0.443, data_time: 0.003, memory: 7141, top1_acc: 0.6109, top5_acc: 0.8336, loss_cls: 1.5697, loss: 1.5697, grad_norm: 5.2569 2021-02-05 08:29:56,348 - mmaction - INFO - Epoch [40][60/3757] lr: 1.000e-02, eta: 1 day, 23:19:44, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6078, top5_acc: 0.8180, loss_cls: 1.6572, loss: 1.6572, grad_norm: 5.2804 2021-02-05 08:30:05,223 - mmaction - INFO - Epoch [40][80/3757] lr: 1.000e-02, eta: 1 day, 23:19:08, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8211, loss_cls: 1.6671, loss: 1.6671, grad_norm: 5.3473 2021-02-05 08:30:14,091 - mmaction - INFO - Epoch [40][100/3757] lr: 1.000e-02, eta: 1 day, 23:18:31, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.7937, loss_cls: 1.7404, loss: 1.7404, grad_norm: 5.3330 2021-02-05 08:30:22,901 - mmaction - INFO - Epoch [40][120/3757] lr: 1.000e-02, eta: 1 day, 23:17:55, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7953, loss_cls: 1.7571, loss: 1.7571, grad_norm: 5.2698 2021-02-05 08:30:31,819 - mmaction - INFO - Epoch [40][140/3757] lr: 1.000e-02, eta: 1 day, 23:17:18, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8117, loss_cls: 1.6895, loss: 1.6895, grad_norm: 5.2897 2021-02-05 08:30:40,699 - mmaction - INFO - Epoch [40][160/3757] lr: 1.000e-02, eta: 1 day, 23:16:42, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8266, loss_cls: 1.7168, loss: 1.7168, grad_norm: 5.5113 2021-02-05 08:30:49,671 - mmaction - INFO - Epoch [40][180/3757] lr: 1.000e-02, eta: 1 day, 23:16:06, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8031, loss_cls: 1.7435, loss: 1.7435, grad_norm: 5.3259 2021-02-05 08:30:58,602 - mmaction - INFO - Epoch [40][200/3757] lr: 1.000e-02, eta: 1 day, 23:15:30, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7836, loss_cls: 1.8526, loss: 1.8526, grad_norm: 5.3108 2021-02-05 08:31:07,581 - mmaction - INFO - Epoch [40][220/3757] lr: 1.000e-02, eta: 1 day, 23:14:54, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.7984, loss_cls: 1.7238, loss: 1.7238, grad_norm: 5.3497 2021-02-05 08:31:16,474 - mmaction - INFO - Epoch [40][240/3757] lr: 1.000e-02, eta: 1 day, 23:14:18, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6000, top5_acc: 0.8234, loss_cls: 1.6321, loss: 1.6321, grad_norm: 5.1820 2021-02-05 08:31:25,409 - mmaction - INFO - Epoch [40][260/3757] lr: 1.000e-02, eta: 1 day, 23:13:42, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8102, loss_cls: 1.7117, loss: 1.7117, grad_norm: 5.3524 2021-02-05 08:31:34,306 - mmaction - INFO - Epoch [40][280/3757] lr: 1.000e-02, eta: 1 day, 23:13:06, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6031, top5_acc: 0.8289, loss_cls: 1.6541, loss: 1.6541, grad_norm: 5.3804 2021-02-05 08:31:43,201 - mmaction - INFO - Epoch [40][300/3757] lr: 1.000e-02, eta: 1 day, 23:12:30, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8016, loss_cls: 1.7321, loss: 1.7321, grad_norm: 5.4631 2021-02-05 08:31:52,099 - mmaction - INFO - Epoch [40][320/3757] lr: 1.000e-02, eta: 1 day, 23:11:54, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8164, loss_cls: 1.7044, loss: 1.7044, grad_norm: 5.3877 2021-02-05 08:32:00,999 - mmaction - INFO - Epoch [40][340/3757] lr: 1.000e-02, eta: 1 day, 23:11:18, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7898, loss_cls: 1.8280, loss: 1.8280, grad_norm: 5.4051 2021-02-05 08:32:09,932 - mmaction - INFO - Epoch [40][360/3757] lr: 1.000e-02, eta: 1 day, 23:10:42, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.7914, loss_cls: 1.7051, loss: 1.7051, grad_norm: 5.2142 2021-02-05 08:32:18,826 - mmaction - INFO - Epoch [40][380/3757] lr: 1.000e-02, eta: 1 day, 23:10:06, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8055, loss_cls: 1.7397, loss: 1.7397, grad_norm: 5.2514 2021-02-05 08:32:27,884 - mmaction - INFO - Epoch [40][400/3757] lr: 1.000e-02, eta: 1 day, 23:09:30, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7844, loss_cls: 1.8165, loss: 1.8165, grad_norm: 5.5795 2021-02-05 08:32:36,847 - mmaction - INFO - Epoch [40][420/3757] lr: 1.000e-02, eta: 1 day, 23:08:55, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7961, loss_cls: 1.8063, loss: 1.8063, grad_norm: 5.2689 2021-02-05 08:32:45,791 - mmaction - INFO - Epoch [40][440/3757] lr: 1.000e-02, eta: 1 day, 23:08:19, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8133, loss_cls: 1.7380, loss: 1.7380, grad_norm: 5.4759 2021-02-05 08:32:54,754 - mmaction - INFO - Epoch [40][460/3757] lr: 1.000e-02, eta: 1 day, 23:07:43, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.7366, loss: 1.7366, grad_norm: 5.3188 2021-02-05 08:33:03,664 - mmaction - INFO - Epoch [40][480/3757] lr: 1.000e-02, eta: 1 day, 23:07:07, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7906, loss_cls: 1.8268, loss: 1.8268, grad_norm: 5.6658 2021-02-05 08:33:12,607 - mmaction - INFO - Epoch [40][500/3757] lr: 1.000e-02, eta: 1 day, 23:06:31, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.7984, loss_cls: 1.7592, loss: 1.7592, grad_norm: 5.2852 2021-02-05 08:33:21,542 - mmaction - INFO - Epoch [40][520/3757] lr: 1.000e-02, eta: 1 day, 23:05:56, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6070, top5_acc: 0.8352, loss_cls: 1.6416, loss: 1.6416, grad_norm: 5.1053 2021-02-05 08:33:30,517 - mmaction - INFO - Epoch [40][540/3757] lr: 1.000e-02, eta: 1 day, 23:05:20, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8211, loss_cls: 1.6510, loss: 1.6510, grad_norm: 5.3315 2021-02-05 08:33:39,434 - mmaction - INFO - Epoch [40][560/3757] lr: 1.000e-02, eta: 1 day, 23:04:44, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8031, loss_cls: 1.7202, loss: 1.7202, grad_norm: 5.4763 2021-02-05 08:33:48,364 - mmaction - INFO - Epoch [40][580/3757] lr: 1.000e-02, eta: 1 day, 23:04:09, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.7436, loss: 1.7436, grad_norm: 5.5121 2021-02-05 08:34:19,166 - mmaction - INFO - Epoch [40][600/3757] lr: 1.000e-02, eta: 1 day, 23:04:50, time: 1.539, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8023, loss_cls: 1.7784, loss: 1.7784, grad_norm: 5.4106 2021-02-05 08:34:28,019 - mmaction - INFO - Epoch [40][620/3757] lr: 1.000e-02, eta: 1 day, 23:04:14, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.7914, loss_cls: 1.7726, loss: 1.7726, grad_norm: 5.3950 2021-02-05 08:34:36,886 - mmaction - INFO - Epoch [40][640/3757] lr: 1.000e-02, eta: 1 day, 23:03:38, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8102, loss_cls: 1.6873, loss: 1.6873, grad_norm: 5.3781 2021-02-05 08:34:45,794 - mmaction - INFO - Epoch [40][660/3757] lr: 1.000e-02, eta: 1 day, 23:03:03, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.8070, loss_cls: 1.8295, loss: 1.8295, grad_norm: 5.6899 2021-02-05 08:34:54,648 - mmaction - INFO - Epoch [40][680/3757] lr: 1.000e-02, eta: 1 day, 23:02:27, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8141, loss_cls: 1.6814, loss: 1.6814, grad_norm: 5.3922 2021-02-05 08:35:05,794 - mmaction - INFO - Epoch [40][700/3757] lr: 1.000e-02, eta: 1 day, 23:01:59, time: 0.557, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8000, loss_cls: 1.7583, loss: 1.7583, grad_norm: 5.4742 2021-02-05 08:35:31,800 - mmaction - INFO - Epoch [40][720/3757] lr: 1.000e-02, eta: 1 day, 23:02:24, time: 1.301, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8172, loss_cls: 1.7110, loss: 1.7110, grad_norm: 5.3515 2021-02-05 08:35:40,653 - mmaction - INFO - Epoch [40][740/3757] lr: 1.000e-02, eta: 1 day, 23:01:48, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8031, loss_cls: 1.7578, loss: 1.7578, grad_norm: 5.2934 2021-02-05 08:35:49,487 - mmaction - INFO - Epoch [40][760/3757] lr: 1.000e-02, eta: 1 day, 23:01:12, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6047, top5_acc: 0.8227, loss_cls: 1.6405, loss: 1.6405, grad_norm: 5.4900 2021-02-05 08:36:01,965 - mmaction - INFO - Epoch [40][780/3757] lr: 1.000e-02, eta: 1 day, 23:00:48, time: 0.623, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7961, loss_cls: 1.8030, loss: 1.8030, grad_norm: 5.4477 2021-02-05 08:36:24,352 - mmaction - INFO - Epoch [40][800/3757] lr: 1.000e-02, eta: 1 day, 23:01:00, time: 1.120, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8086, loss_cls: 1.7436, loss: 1.7436, grad_norm: 5.4029 2021-02-05 08:36:33,195 - mmaction - INFO - Epoch [40][820/3757] lr: 1.000e-02, eta: 1 day, 23:00:24, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8055, loss_cls: 1.7660, loss: 1.7660, grad_norm: 5.5183 2021-02-05 08:37:02,390 - mmaction - INFO - Epoch [40][840/3757] lr: 1.000e-02, eta: 1 day, 23:01:00, time: 1.460, data_time: 0.001, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8273, loss_cls: 1.6587, loss: 1.6587, grad_norm: 5.3359 2021-02-05 08:37:11,299 - mmaction - INFO - Epoch [40][860/3757] lr: 1.000e-02, eta: 1 day, 23:00:25, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8031, loss_cls: 1.7969, loss: 1.7969, grad_norm: 5.3623 2021-02-05 08:37:20,187 - mmaction - INFO - Epoch [40][880/3757] lr: 1.000e-02, eta: 1 day, 22:59:49, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8141, loss_cls: 1.7528, loss: 1.7528, grad_norm: 5.3479 2021-02-05 08:37:29,042 - mmaction - INFO - Epoch [40][900/3757] lr: 1.000e-02, eta: 1 day, 22:59:13, time: 0.443, data_time: 0.003, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7906, loss_cls: 1.7994, loss: 1.7994, grad_norm: 5.3610 2021-02-05 08:37:39,749 - mmaction - INFO - Epoch [40][920/3757] lr: 1.000e-02, eta: 1 day, 22:58:44, time: 0.535, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.8078, loss_cls: 1.7738, loss: 1.7738, grad_norm: 5.5091 2021-02-05 08:37:51,797 - mmaction - INFO - Epoch [40][940/3757] lr: 1.000e-02, eta: 1 day, 22:58:19, time: 0.602, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7906, loss_cls: 1.8038, loss: 1.8038, grad_norm: 5.2968 2021-02-05 08:39:08,621 - mmaction - INFO - Epoch [40][960/3757] lr: 1.000e-02, eta: 1 day, 23:01:43, time: 3.842, data_time: 0.002, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7852, loss_cls: 1.9382, loss: 1.9382, grad_norm: 5.6714 2021-02-05 08:39:54,935 - mmaction - INFO - Epoch [40][980/3757] lr: 1.000e-02, eta: 1 day, 23:03:19, time: 2.315, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8117, loss_cls: 1.7116, loss: 1.7116, grad_norm: 5.2631 2021-02-05 08:40:36,748 - mmaction - INFO - Epoch [40][1000/3757] lr: 1.000e-02, eta: 1 day, 23:04:39, time: 2.091, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7812, loss_cls: 1.9084, loss: 1.9084, grad_norm: 5.5894 2021-02-05 08:40:52,820 - mmaction - INFO - Epoch [40][1020/3757] lr: 1.000e-02, eta: 1 day, 23:04:28, time: 0.803, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7922, loss_cls: 1.8524, loss: 1.8524, grad_norm: 5.1985 2021-02-05 08:41:44,548 - mmaction - INFO - Epoch [40][1040/3757] lr: 1.000e-02, eta: 1 day, 23:06:23, time: 2.586, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8070, loss_cls: 1.7605, loss: 1.7605, grad_norm: 5.1939 2021-02-05 08:42:26,423 - mmaction - INFO - Epoch [40][1060/3757] lr: 1.000e-02, eta: 1 day, 23:07:43, time: 2.095, data_time: 0.004, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7953, loss_cls: 1.7467, loss: 1.7467, grad_norm: 5.3004 2021-02-05 08:43:14,839 - mmaction - INFO - Epoch [40][1080/3757] lr: 1.000e-02, eta: 1 day, 23:09:26, time: 2.420, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.7773, loss_cls: 1.8065, loss: 1.8065, grad_norm: 5.3640 2021-02-05 08:44:25,049 - mmaction - INFO - Epoch [40][1100/3757] lr: 1.000e-02, eta: 1 day, 23:12:25, time: 3.511, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.7953, loss_cls: 1.7922, loss: 1.7922, grad_norm: 5.3079 2021-02-05 08:45:08,199 - mmaction - INFO - Epoch [40][1120/3757] lr: 1.000e-02, eta: 1 day, 23:13:49, time: 2.157, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8109, loss_cls: 1.7529, loss: 1.7529, grad_norm: 5.2671 2021-02-05 08:45:17,025 - mmaction - INFO - Epoch [40][1140/3757] lr: 1.000e-02, eta: 1 day, 23:13:13, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7859, loss_cls: 1.8383, loss: 1.8383, grad_norm: 5.3199 2021-02-05 08:45:44,081 - mmaction - INFO - Epoch [40][1160/3757] lr: 1.000e-02, eta: 1 day, 23:13:41, time: 1.353, data_time: 0.000, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8047, loss_cls: 1.7677, loss: 1.7677, grad_norm: 5.2231 2021-02-05 08:46:32,971 - mmaction - INFO - Epoch [40][1180/3757] lr: 1.000e-02, eta: 1 day, 23:15:25, time: 2.444, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8047, loss_cls: 1.7376, loss: 1.7376, grad_norm: 5.2098 2021-02-05 08:47:04,291 - mmaction - INFO - Epoch [40][1200/3757] lr: 1.000e-02, eta: 1 day, 23:16:07, time: 1.566, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8109, loss_cls: 1.7518, loss: 1.7518, grad_norm: 5.2742 2021-02-05 08:47:54,772 - mmaction - INFO - Epoch [40][1220/3757] lr: 1.000e-02, eta: 1 day, 23:17:57, time: 2.524, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8172, loss_cls: 1.6850, loss: 1.6850, grad_norm: 5.4715 2021-02-05 08:48:52,269 - mmaction - INFO - Epoch [40][1240/3757] lr: 1.000e-02, eta: 1 day, 23:20:11, time: 2.875, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7914, loss_cls: 1.8194, loss: 1.8194, grad_norm: 5.3216 2021-02-05 08:49:24,734 - mmaction - INFO - Epoch [40][1260/3757] lr: 1.000e-02, eta: 1 day, 23:20:57, time: 1.623, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8008, loss_cls: 1.7989, loss: 1.7989, grad_norm: 5.1933 2021-02-05 08:50:11,384 - mmaction - INFO - Epoch [40][1280/3757] lr: 1.000e-02, eta: 1 day, 23:22:33, time: 2.332, data_time: 1.279, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7875, loss_cls: 1.8858, loss: 1.8858, grad_norm: 5.5049 2021-02-05 08:51:17,457 - mmaction - INFO - Epoch [40][1300/3757] lr: 1.000e-02, eta: 1 day, 23:25:17, time: 3.304, data_time: 2.265, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7906, loss_cls: 1.8247, loss: 1.8247, grad_norm: 5.3234 2021-02-05 08:52:07,516 - mmaction - INFO - Epoch [40][1320/3757] lr: 1.000e-02, eta: 1 day, 23:27:05, time: 2.503, data_time: 0.001, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8094, loss_cls: 1.7095, loss: 1.7095, grad_norm: 5.1324 2021-02-05 08:52:38,110 - mmaction - INFO - Epoch [40][1340/3757] lr: 1.000e-02, eta: 1 day, 23:27:44, time: 1.529, data_time: 0.113, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8063, loss_cls: 1.7650, loss: 1.7650, grad_norm: 5.3846 2021-02-05 08:53:34,217 - mmaction - INFO - Epoch [40][1360/3757] lr: 1.000e-02, eta: 1 day, 23:29:53, time: 2.806, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8055, loss_cls: 1.7541, loss: 1.7541, grad_norm: 5.4758 2021-02-05 08:54:37,758 - mmaction - INFO - Epoch [40][1380/3757] lr: 1.000e-02, eta: 1 day, 23:32:27, time: 3.176, data_time: 0.001, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8086, loss_cls: 1.6707, loss: 1.6707, grad_norm: 5.3307 2021-02-05 08:55:49,550 - mmaction - INFO - Epoch [40][1400/3757] lr: 1.000e-02, eta: 1 day, 23:35:30, time: 3.590, data_time: 0.001, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8133, loss_cls: 1.7108, loss: 1.7108, grad_norm: 5.3917 2021-02-05 08:56:13,444 - mmaction - INFO - Epoch [40][1420/3757] lr: 1.000e-02, eta: 1 day, 23:35:46, time: 1.195, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8039, loss_cls: 1.7906, loss: 1.7906, grad_norm: 5.4537 2021-02-05 08:57:25,555 - mmaction - INFO - Epoch [40][1440/3757] lr: 1.000e-02, eta: 1 day, 23:38:50, time: 3.605, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8102, loss_cls: 1.7057, loss: 1.7057, grad_norm: 5.3848 2021-02-05 08:59:09,244 - mmaction - INFO - Epoch [40][1460/3757] lr: 1.000e-02, eta: 1 day, 23:43:44, time: 5.185, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7820, loss_cls: 1.8593, loss: 1.8593, grad_norm: 5.6873 2021-02-05 09:00:32,208 - mmaction - INFO - Epoch [40][1480/3757] lr: 1.000e-02, eta: 1 day, 23:47:25, time: 4.144, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7953, loss_cls: 1.7722, loss: 1.7722, grad_norm: 5.3146 2021-02-05 09:01:31,052 - mmaction - INFO - Epoch [40][1500/3757] lr: 1.000e-02, eta: 1 day, 23:49:42, time: 2.946, data_time: 0.011, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7828, loss_cls: 1.8182, loss: 1.8182, grad_norm: 5.4263 2021-02-05 09:01:59,182 - mmaction - INFO - Epoch [40][1520/3757] lr: 1.000e-02, eta: 1 day, 23:50:13, time: 1.407, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8008, loss_cls: 1.8247, loss: 1.8247, grad_norm: 5.4010 2021-02-05 09:02:51,498 - mmaction - INFO - Epoch [40][1540/3757] lr: 1.000e-02, eta: 1 day, 23:52:07, time: 2.615, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7820, loss_cls: 1.8453, loss: 1.8453, grad_norm: 5.4205 2021-02-05 09:03:54,649 - mmaction - INFO - Epoch [40][1560/3757] lr: 1.000e-02, eta: 1 day, 23:54:39, time: 3.157, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7937, loss_cls: 1.7972, loss: 1.7972, grad_norm: 5.3804 2021-02-05 09:05:11,747 - mmaction - INFO - Epoch [40][1580/3757] lr: 1.000e-02, eta: 1 day, 23:57:59, time: 3.855, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7906, loss_cls: 1.7854, loss: 1.7854, grad_norm: 5.3833 2021-02-05 09:06:13,148 - mmaction - INFO - Epoch [40][1600/3757] lr: 1.000e-02, eta: 2 days, 0:00:24, time: 3.071, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7977, loss_cls: 1.8060, loss: 1.8060, grad_norm: 5.2207 2021-02-05 09:07:11,496 - mmaction - INFO - Epoch [40][1620/3757] lr: 1.000e-02, eta: 2 days, 0:02:39, time: 2.917, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7922, loss_cls: 1.8032, loss: 1.8032, grad_norm: 5.3185 2021-02-05 09:08:34,533 - mmaction - INFO - Epoch [40][1640/3757] lr: 1.000e-02, eta: 2 days, 0:06:20, time: 4.152, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8023, loss_cls: 1.7943, loss: 1.7943, grad_norm: 5.2984 2021-02-05 09:09:34,719 - mmaction - INFO - Epoch [40][1660/3757] lr: 1.000e-02, eta: 2 days, 0:08:41, time: 3.009, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8070, loss_cls: 1.8132, loss: 1.8132, grad_norm: 5.3866 2021-02-05 09:10:40,290 - mmaction - INFO - Epoch [40][1680/3757] lr: 1.000e-02, eta: 2 days, 0:11:20, time: 3.278, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8242, loss_cls: 1.6857, loss: 1.6857, grad_norm: 5.2794 2021-02-05 09:11:23,428 - mmaction - INFO - Epoch [40][1700/3757] lr: 1.000e-02, eta: 2 days, 0:12:42, time: 2.158, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7867, loss_cls: 1.8570, loss: 1.8570, grad_norm: 5.3864 2021-02-05 09:12:49,251 - mmaction - INFO - Epoch [40][1720/3757] lr: 1.000e-02, eta: 2 days, 0:16:31, time: 4.290, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7875, loss_cls: 1.8457, loss: 1.8457, grad_norm: 5.4694 2021-02-05 09:14:18,131 - mmaction - INFO - Epoch [40][1740/3757] lr: 1.000e-02, eta: 2 days, 0:20:31, time: 4.445, data_time: 2.744, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7859, loss_cls: 1.8333, loss: 1.8333, grad_norm: 5.3477 2021-02-05 09:16:10,255 - mmaction - INFO - Epoch [40][1760/3757] lr: 1.000e-02, eta: 2 days, 0:25:51, time: 5.606, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7875, loss_cls: 1.8390, loss: 1.8390, grad_norm: 5.4175 2021-02-05 09:17:01,712 - mmaction - INFO - Epoch [40][1780/3757] lr: 1.000e-02, eta: 2 days, 0:27:41, time: 2.573, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8180, loss_cls: 1.6647, loss: 1.6647, grad_norm: 5.3341 2021-02-05 09:18:26,474 - mmaction - INFO - Epoch [40][1800/3757] lr: 1.000e-02, eta: 2 days, 0:31:26, time: 4.238, data_time: 0.726, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7930, loss_cls: 1.8075, loss: 1.8075, grad_norm: 5.3924 2021-02-05 09:20:01,190 - mmaction - INFO - Epoch [40][1820/3757] lr: 1.000e-02, eta: 2 days, 0:35:45, time: 4.735, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7859, loss_cls: 1.7999, loss: 1.7999, grad_norm: 5.3485 2021-02-05 09:21:25,033 - mmaction - INFO - Epoch [40][1840/3757] lr: 1.000e-02, eta: 2 days, 0:39:27, time: 4.192, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8047, loss_cls: 1.7426, loss: 1.7426, grad_norm: 5.3099 2021-02-05 09:22:28,064 - mmaction - INFO - Epoch [40][1860/3757] lr: 1.000e-02, eta: 2 days, 0:41:56, time: 3.152, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8047, loss_cls: 1.7547, loss: 1.7547, grad_norm: 5.3353 2021-02-05 09:22:36,908 - mmaction - INFO - Epoch [40][1880/3757] lr: 1.000e-02, eta: 2 days, 0:41:18, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5391, top5_acc: 0.7766, loss_cls: 1.9530, loss: 1.9530, grad_norm: 5.4812 2021-02-05 09:22:46,163 - mmaction - INFO - Epoch [40][1900/3757] lr: 1.000e-02, eta: 2 days, 0:40:41, time: 0.463, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.7898, loss_cls: 1.7839, loss: 1.7839, grad_norm: 5.2557 2021-02-05 09:22:55,010 - mmaction - INFO - Epoch [40][1920/3757] lr: 1.000e-02, eta: 2 days, 0:40:03, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8055, loss_cls: 1.7616, loss: 1.7616, grad_norm: 5.3505 2021-02-05 09:23:36,972 - mmaction - INFO - Epoch [40][1940/3757] lr: 1.000e-02, eta: 2 days, 0:41:19, time: 2.097, data_time: 0.000, memory: 7141, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6774, loss: 1.6774, grad_norm: 5.3180 2021-02-05 09:24:28,344 - mmaction - INFO - Epoch [40][1960/3757] lr: 1.000e-02, eta: 2 days, 0:43:08, time: 2.569, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8055, loss_cls: 1.7652, loss: 1.7652, grad_norm: 5.2481 2021-02-05 09:25:17,764 - mmaction - INFO - Epoch [40][1980/3757] lr: 1.000e-02, eta: 2 days, 0:44:49, time: 2.471, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8109, loss_cls: 1.7225, loss: 1.7225, grad_norm: 5.3895 2021-02-05 09:26:16,441 - mmaction - INFO - Epoch [40][2000/3757] lr: 1.000e-02, eta: 2 days, 0:47:03, time: 2.933, data_time: 2.486, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7867, loss_cls: 1.8706, loss: 1.8706, grad_norm: 5.4833 2021-02-05 09:27:14,070 - mmaction - INFO - Epoch [40][2020/3757] lr: 1.000e-02, eta: 2 days, 0:49:13, time: 2.882, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8008, loss_cls: 1.7546, loss: 1.7546, grad_norm: 5.3419 2021-02-05 09:27:44,430 - mmaction - INFO - Epoch [40][2040/3757] lr: 1.000e-02, eta: 2 days, 0:49:49, time: 1.519, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7844, loss_cls: 1.8759, loss: 1.8759, grad_norm: 5.5419 2021-02-05 09:28:27,666 - mmaction - INFO - Epoch [40][2060/3757] lr: 1.000e-02, eta: 2 days, 0:51:09, time: 2.162, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7945, loss_cls: 1.8396, loss: 1.8396, grad_norm: 5.4412 2021-02-05 09:30:02,890 - mmaction - INFO - Epoch [40][2080/3757] lr: 1.000e-02, eta: 2 days, 0:55:28, time: 4.761, data_time: 0.001, memory: 7141, top1_acc: 0.6047, top5_acc: 0.8180, loss_cls: 1.7309, loss: 1.7309, grad_norm: 5.3637 2021-02-05 09:30:11,755 - mmaction - INFO - Epoch [40][2100/3757] lr: 1.000e-02, eta: 2 days, 0:54:50, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7992, loss_cls: 1.7817, loss: 1.7817, grad_norm: 5.3676 2021-02-05 09:31:12,753 - mmaction - INFO - Epoch [40][2120/3757] lr: 1.000e-02, eta: 2 days, 0:57:11, time: 3.051, data_time: 0.002, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8125, loss_cls: 1.7690, loss: 1.7690, grad_norm: 5.4480 2021-02-05 09:32:38,189 - mmaction - INFO - Epoch [40][2140/3757] lr: 1.000e-02, eta: 2 days, 1:00:56, time: 4.272, data_time: 0.001, memory: 7141, top1_acc: 0.5422, top5_acc: 0.7992, loss_cls: 1.8497, loss: 1.8497, grad_norm: 5.3804 2021-02-05 09:33:48,731 - mmaction - INFO - Epoch [40][2160/3757] lr: 1.000e-02, eta: 2 days, 1:03:49, time: 3.528, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7984, loss_cls: 1.7963, loss: 1.7963, grad_norm: 5.3667 2021-02-05 09:34:39,355 - mmaction - INFO - Epoch [40][2180/3757] lr: 1.000e-02, eta: 2 days, 1:05:34, time: 2.531, data_time: 1.035, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8023, loss_cls: 1.7856, loss: 1.7856, grad_norm: 5.4136 2021-02-05 09:35:29,233 - mmaction - INFO - Epoch [40][2200/3757] lr: 1.000e-02, eta: 2 days, 1:07:16, time: 2.494, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7977, loss_cls: 1.8115, loss: 1.8115, grad_norm: 5.3721 2021-02-05 09:36:59,820 - mmaction - INFO - Epoch [40][2220/3757] lr: 1.000e-02, eta: 2 days, 1:11:18, time: 4.529, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8023, loss_cls: 1.7831, loss: 1.7831, grad_norm: 5.3290 2021-02-05 09:38:20,660 - mmaction - INFO - Epoch [40][2240/3757] lr: 1.000e-02, eta: 2 days, 1:14:47, time: 4.042, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8125, loss_cls: 1.7792, loss: 1.7792, grad_norm: 5.4283 2021-02-05 09:39:30,248 - mmaction - INFO - Epoch [40][2260/3757] lr: 1.000e-02, eta: 2 days, 1:17:36, time: 3.480, data_time: 1.007, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8156, loss_cls: 1.7105, loss: 1.7105, grad_norm: 5.4917 2021-02-05 09:40:21,805 - mmaction - INFO - Epoch [40][2280/3757] lr: 1.000e-02, eta: 2 days, 1:19:24, time: 2.577, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7945, loss_cls: 1.7701, loss: 1.7701, grad_norm: 5.4429 2021-02-05 09:40:31,035 - mmaction - INFO - Epoch [40][2300/3757] lr: 1.000e-02, eta: 2 days, 1:18:46, time: 0.462, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7961, loss_cls: 1.7982, loss: 1.7982, grad_norm: 5.3246 2021-02-05 09:41:29,003 - mmaction - INFO - Epoch [40][2320/3757] lr: 1.000e-02, eta: 2 days, 1:20:56, time: 2.899, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8047, loss_cls: 1.8025, loss: 1.8025, grad_norm: 5.2884 2021-02-05 09:43:10,294 - mmaction - INFO - Epoch [40][2340/3757] lr: 1.000e-02, eta: 2 days, 1:25:33, time: 5.064, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9325, loss: 1.9325, grad_norm: 5.4487 2021-02-05 09:43:33,789 - mmaction - INFO - Epoch [40][2360/3757] lr: 1.000e-02, eta: 2 days, 1:25:44, time: 1.175, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.7797, loss: 1.7797, grad_norm: 5.3050 2021-02-05 09:44:14,476 - mmaction - INFO - Epoch [40][2380/3757] lr: 1.000e-02, eta: 2 days, 1:26:54, time: 2.035, data_time: 0.674, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8094, loss_cls: 1.7327, loss: 1.7327, grad_norm: 5.2730 2021-02-05 09:45:03,006 - mmaction - INFO - Epoch [40][2400/3757] lr: 1.000e-02, eta: 2 days, 1:28:31, time: 2.426, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8047, loss_cls: 1.8297, loss: 1.8297, grad_norm: 5.4786 2021-02-05 09:45:46,728 - mmaction - INFO - Epoch [40][2420/3757] lr: 1.000e-02, eta: 2 days, 1:29:51, time: 2.186, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8094, loss_cls: 1.7768, loss: 1.7768, grad_norm: 5.4053 2021-02-05 09:46:45,985 - mmaction - INFO - Epoch [40][2440/3757] lr: 1.000e-02, eta: 2 days, 1:32:04, time: 2.963, data_time: 2.233, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8148, loss_cls: 1.7976, loss: 1.7976, grad_norm: 5.5958 2021-02-05 09:47:31,206 - mmaction - INFO - Epoch [40][2460/3757] lr: 1.000e-02, eta: 2 days, 1:33:29, time: 2.261, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8070, loss_cls: 1.7576, loss: 1.7576, grad_norm: 5.2077 2021-02-05 09:48:24,800 - mmaction - INFO - Epoch [40][2480/3757] lr: 1.000e-02, eta: 2 days, 1:35:23, time: 2.680, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8211, loss_cls: 1.6939, loss: 1.6939, grad_norm: 5.3702 2021-02-05 09:48:58,390 - mmaction - INFO - Epoch [40][2500/3757] lr: 1.000e-02, eta: 2 days, 1:36:08, time: 1.679, data_time: 1.214, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8008, loss_cls: 1.8418, loss: 1.8418, grad_norm: 5.3109 2021-02-05 09:50:22,941 - mmaction - INFO - Epoch [40][2520/3757] lr: 1.000e-02, eta: 2 days, 1:39:47, time: 4.228, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.8008, loss_cls: 1.8439, loss: 1.8439, grad_norm: 5.3949 2021-02-05 09:51:08,231 - mmaction - INFO - Epoch [40][2540/3757] lr: 1.000e-02, eta: 2 days, 1:41:12, time: 2.265, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8094, loss_cls: 1.7639, loss: 1.7639, grad_norm: 5.1663 2021-02-05 09:52:49,351 - mmaction - INFO - Epoch [40][2560/3757] lr: 1.000e-02, eta: 2 days, 1:45:47, time: 5.056, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8000, loss_cls: 1.7961, loss: 1.7961, grad_norm: 5.3271 2021-02-05 09:53:19,629 - mmaction - INFO - Epoch [40][2580/3757] lr: 1.000e-02, eta: 2 days, 1:46:21, time: 1.514, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8086, loss_cls: 1.6897, loss: 1.6897, grad_norm: 5.2228 2021-02-05 09:54:19,229 - mmaction - INFO - Epoch [40][2600/3757] lr: 1.000e-02, eta: 2 days, 1:48:34, time: 2.979, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7914, loss_cls: 1.7960, loss: 1.7960, grad_norm: 5.5465 2021-02-05 09:54:49,561 - mmaction - INFO - Epoch [40][2620/3757] lr: 1.000e-02, eta: 2 days, 1:49:08, time: 1.517, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7867, loss_cls: 1.8706, loss: 1.8706, grad_norm: 5.3860 2021-02-05 09:55:32,141 - mmaction - INFO - Epoch [40][2640/3757] lr: 1.000e-02, eta: 2 days, 1:50:23, time: 2.129, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7898, loss_cls: 1.7894, loss: 1.7894, grad_norm: 5.0982 2021-02-05 09:56:38,895 - mmaction - INFO - Epoch [40][2660/3757] lr: 1.000e-02, eta: 2 days, 1:53:01, time: 3.338, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8000, loss_cls: 1.8278, loss: 1.8278, grad_norm: 5.2733 2021-02-05 09:58:11,015 - mmaction - INFO - Epoch [40][2680/3757] lr: 1.000e-02, eta: 2 days, 1:57:04, time: 4.606, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7906, loss_cls: 1.8255, loss: 1.8255, grad_norm: 5.1652 2021-02-05 09:58:59,705 - mmaction - INFO - Epoch [40][2700/3757] lr: 1.000e-02, eta: 2 days, 1:58:40, time: 2.435, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8063, loss_cls: 1.7945, loss: 1.7945, grad_norm: 5.1886 2021-02-05 09:59:45,105 - mmaction - INFO - Epoch [40][2720/3757] lr: 1.000e-02, eta: 2 days, 2:00:05, time: 2.270, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7992, loss_cls: 1.7685, loss: 1.7685, grad_norm: 5.3796 2021-02-05 10:00:19,159 - mmaction - INFO - Epoch [40][2740/3757] lr: 1.000e-02, eta: 2 days, 2:00:50, time: 1.702, data_time: 0.443, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7945, loss_cls: 1.7961, loss: 1.7961, grad_norm: 5.4255 2021-02-05 10:01:24,328 - mmaction - INFO - Epoch [40][2760/3757] lr: 1.000e-02, eta: 2 days, 2:03:22, time: 3.259, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7977, loss_cls: 1.8247, loss: 1.8247, grad_norm: 5.4491 2021-02-05 10:02:36,461 - mmaction - INFO - Epoch [40][2780/3757] lr: 1.000e-02, eta: 2 days, 2:06:17, time: 3.606, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7781, loss_cls: 1.8361, loss: 1.8361, grad_norm: 5.2571 2021-02-05 10:03:20,849 - mmaction - INFO - Epoch [40][2800/3757] lr: 1.000e-02, eta: 2 days, 2:07:38, time: 2.220, data_time: 1.119, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7992, loss_cls: 1.8359, loss: 1.8359, grad_norm: 5.4161 2021-02-05 10:04:25,980 - mmaction - INFO - Epoch [40][2820/3757] lr: 1.000e-02, eta: 2 days, 2:10:09, time: 3.257, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8109, loss_cls: 1.7742, loss: 1.7742, grad_norm: 5.3407 2021-02-05 10:04:59,927 - mmaction - INFO - Epoch [40][2840/3757] lr: 1.000e-02, eta: 2 days, 2:10:54, time: 1.696, data_time: 0.000, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7984, loss_cls: 1.8087, loss: 1.8087, grad_norm: 5.3918 2021-02-05 10:05:50,214 - mmaction - INFO - Epoch [40][2860/3757] lr: 1.000e-02, eta: 2 days, 2:12:34, time: 2.516, data_time: 0.776, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8023, loss_cls: 1.7294, loss: 1.7294, grad_norm: 5.2042 2021-02-05 10:06:35,703 - mmaction - INFO - Epoch [40][2880/3757] lr: 1.000e-02, eta: 2 days, 2:13:58, time: 2.274, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7875, loss_cls: 1.8629, loss: 1.8629, grad_norm: 5.3826 2021-02-05 10:07:28,404 - mmaction - INFO - Epoch [40][2900/3757] lr: 1.000e-02, eta: 2 days, 2:15:47, time: 2.633, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8156, loss_cls: 1.7076, loss: 1.7076, grad_norm: 5.2305 2021-02-05 10:08:38,322 - mmaction - INFO - Epoch [40][2920/3757] lr: 1.000e-02, eta: 2 days, 2:18:33, time: 3.498, data_time: 1.288, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7898, loss_cls: 1.8291, loss: 1.8291, grad_norm: 5.4124 2021-02-05 10:09:56,339 - mmaction - INFO - Epoch [40][2940/3757] lr: 1.000e-02, eta: 2 days, 2:21:47, time: 3.901, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8117, loss_cls: 1.7626, loss: 1.7626, grad_norm: 5.2423 2021-02-05 10:10:49,908 - mmaction - INFO - Epoch [40][2960/3757] lr: 1.000e-02, eta: 2 days, 2:23:38, time: 2.678, data_time: 0.000, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8086, loss_cls: 1.7236, loss: 1.7236, grad_norm: 5.0884 2021-02-05 10:11:34,553 - mmaction - INFO - Epoch [40][2980/3757] lr: 1.000e-02, eta: 2 days, 2:24:59, time: 2.232, data_time: 0.001, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7812, loss_cls: 1.9056, loss: 1.9056, grad_norm: 5.4444 2021-02-05 10:12:49,031 - mmaction - INFO - Epoch [40][3000/3757] lr: 1.000e-02, eta: 2 days, 2:28:01, time: 3.724, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7797, loss_cls: 1.8753, loss: 1.8753, grad_norm: 5.3860 2021-02-05 10:13:52,617 - mmaction - INFO - Epoch [40][3020/3757] lr: 1.000e-02, eta: 2 days, 2:30:25, time: 3.179, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.8070, loss_cls: 1.7958, loss: 1.7958, grad_norm: 5.2953 2021-02-05 10:14:30,453 - mmaction - INFO - Epoch [40][3040/3757] lr: 1.000e-02, eta: 2 days, 2:31:23, time: 1.892, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7914, loss_cls: 1.8001, loss: 1.8001, grad_norm: 5.2789 2021-02-05 10:15:32,691 - mmaction - INFO - Epoch [40][3060/3757] lr: 1.000e-02, eta: 2 days, 2:33:43, time: 3.112, data_time: 1.288, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8031, loss_cls: 1.7839, loss: 1.7839, grad_norm: 5.3645 2021-02-05 10:16:38,782 - mmaction - INFO - Epoch [40][3080/3757] lr: 1.000e-02, eta: 2 days, 2:36:15, time: 3.305, data_time: 2.006, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8148, loss_cls: 1.6399, loss: 1.6399, grad_norm: 4.9213 2021-02-05 10:18:20,525 - mmaction - INFO - Epoch [40][3100/3757] lr: 1.000e-02, eta: 2 days, 2:40:48, time: 5.087, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8016, loss_cls: 1.7958, loss: 1.7958, grad_norm: 5.4220 2021-02-05 10:19:10,580 - mmaction - INFO - Epoch [40][3120/3757] lr: 1.000e-02, eta: 2 days, 2:42:27, time: 2.503, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7945, loss_cls: 1.8584, loss: 1.8584, grad_norm: 5.7688 2021-02-05 10:20:19,206 - mmaction - INFO - Epoch [40][3140/3757] lr: 1.000e-02, eta: 2 days, 2:45:08, time: 3.431, data_time: 0.001, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8141, loss_cls: 1.7183, loss: 1.7183, grad_norm: 5.4665 2021-02-05 10:21:02,089 - mmaction - INFO - Epoch [40][3160/3757] lr: 1.000e-02, eta: 2 days, 2:46:21, time: 2.145, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7969, loss_cls: 1.7946, loss: 1.7946, grad_norm: 5.3582 2021-02-05 10:21:38,443 - mmaction - INFO - Epoch [40][3180/3757] lr: 1.000e-02, eta: 2 days, 2:47:13, time: 1.817, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7820, loss_cls: 1.8485, loss: 1.8485, grad_norm: 5.1389 2021-02-05 10:22:26,836 - mmaction - INFO - Epoch [40][3200/3757] lr: 1.000e-02, eta: 2 days, 2:48:46, time: 2.420, data_time: 1.082, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7969, loss_cls: 1.7922, loss: 1.7922, grad_norm: 5.1388 2021-02-05 10:24:24,393 - mmaction - INFO - Epoch [40][3220/3757] lr: 1.000e-02, eta: 2 days, 2:54:11, time: 5.878, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8117, loss_cls: 1.7826, loss: 1.7826, grad_norm: 5.3356 2021-02-05 10:26:06,908 - mmaction - INFO - Epoch [40][3240/3757] lr: 1.000e-02, eta: 2 days, 2:58:45, time: 5.125, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8039, loss_cls: 1.7824, loss: 1.7824, grad_norm: 5.3683 2021-02-05 10:27:38,075 - mmaction - INFO - Epoch [40][3260/3757] lr: 1.000e-02, eta: 2 days, 3:02:41, time: 4.558, data_time: 1.443, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8569, loss: 1.8569, grad_norm: 5.3371 2021-02-05 10:28:55,623 - mmaction - INFO - Epoch [40][3280/3757] lr: 1.000e-02, eta: 2 days, 3:05:51, time: 3.877, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7805, loss_cls: 1.8532, loss: 1.8532, grad_norm: 5.2684 2021-02-05 10:30:25,084 - mmaction - INFO - Epoch [40][3300/3757] lr: 1.000e-02, eta: 2 days, 3:09:41, time: 4.473, data_time: 0.002, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8055, loss_cls: 1.7583, loss: 1.7583, grad_norm: 5.3609 2021-02-05 10:31:16,748 - mmaction - INFO - Epoch [40][3320/3757] lr: 1.000e-02, eta: 2 days, 3:11:23, time: 2.584, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8078, loss_cls: 1.7597, loss: 1.7597, grad_norm: 5.2600 2021-02-05 10:31:56,225 - mmaction - INFO - Epoch [40][3340/3757] lr: 1.000e-02, eta: 2 days, 3:12:25, time: 1.974, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7953, loss_cls: 1.8261, loss: 1.8261, grad_norm: 5.4852 2021-02-05 10:33:17,503 - mmaction - INFO - Epoch [40][3360/3757] lr: 1.000e-02, eta: 2 days, 3:15:47, time: 4.064, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8047, loss_cls: 1.7352, loss: 1.7352, grad_norm: 5.1955 2021-02-05 10:34:48,705 - mmaction - INFO - Epoch [40][3380/3757] lr: 1.000e-02, eta: 2 days, 3:19:42, time: 4.560, data_time: 1.871, memory: 7141, top1_acc: 0.5891, top5_acc: 0.7953, loss_cls: 1.7780, loss: 1.7780, grad_norm: 5.3623 2021-02-05 10:35:31,785 - mmaction - INFO - Epoch [40][3400/3757] lr: 1.000e-02, eta: 2 days, 3:20:55, time: 2.154, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8031, loss_cls: 1.7741, loss: 1.7741, grad_norm: 5.3425 2021-02-05 10:36:14,409 - mmaction - INFO - Epoch [40][3420/3757] lr: 1.000e-02, eta: 2 days, 3:22:07, time: 2.130, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.8102, loss_cls: 1.8067, loss: 1.8067, grad_norm: 5.5215 2021-02-05 10:38:08,148 - mmaction - INFO - Epoch [40][3440/3757] lr: 1.000e-02, eta: 2 days, 3:27:17, time: 5.687, data_time: 0.001, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7898, loss_cls: 1.8856, loss: 1.8856, grad_norm: 5.3663 2021-02-05 10:39:40,388 - mmaction - INFO - Epoch [40][3460/3757] lr: 1.000e-02, eta: 2 days, 3:31:15, time: 4.613, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.7428, loss: 1.7428, grad_norm: 5.3918 2021-02-05 10:40:54,147 - mmaction - INFO - Epoch [40][3480/3757] lr: 1.000e-02, eta: 2 days, 3:34:10, time: 3.687, data_time: 2.321, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7766, loss_cls: 1.8236, loss: 1.8236, grad_norm: 5.4206 2021-02-05 10:42:10,752 - mmaction - INFO - Epoch [40][3500/3757] lr: 1.000e-02, eta: 2 days, 3:37:15, time: 3.830, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8047, loss_cls: 1.7866, loss: 1.7866, grad_norm: 5.1962 2021-02-05 10:43:25,033 - mmaction - INFO - Epoch [40][3520/3757] lr: 1.000e-02, eta: 2 days, 3:40:12, time: 3.715, data_time: 1.372, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7844, loss_cls: 1.8276, loss: 1.8276, grad_norm: 5.4382 2021-02-05 10:44:33,404 - mmaction - INFO - Epoch [40][3540/3757] lr: 1.000e-02, eta: 2 days, 3:42:50, time: 3.419, data_time: 1.302, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8094, loss_cls: 1.7333, loss: 1.7333, grad_norm: 5.2387 2021-02-05 10:46:14,390 - mmaction - INFO - Epoch [40][3560/3757] lr: 1.000e-02, eta: 2 days, 3:47:16, time: 5.049, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8016, loss_cls: 1.8009, loss: 1.8009, grad_norm: 5.4708 2021-02-05 10:47:04,410 - mmaction - INFO - Epoch [40][3580/3757] lr: 1.000e-02, eta: 2 days, 3:48:51, time: 2.500, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7922, loss_cls: 1.8382, loss: 1.8382, grad_norm: 5.3584 2021-02-05 10:48:30,619 - mmaction - INFO - Epoch [40][3600/3757] lr: 1.000e-02, eta: 2 days, 3:52:28, time: 4.311, data_time: 2.264, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8047, loss_cls: 1.7988, loss: 1.7988, grad_norm: 5.2879 2021-02-05 10:49:47,923 - mmaction - INFO - Epoch [40][3620/3757] lr: 1.000e-02, eta: 2 days, 3:55:34, time: 3.865, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7906, loss_cls: 1.7881, loss: 1.7881, grad_norm: 5.2320 2021-02-05 10:50:20,018 - mmaction - INFO - Epoch [40][3640/3757] lr: 1.000e-02, eta: 2 days, 3:56:09, time: 1.605, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.7961, loss_cls: 1.8050, loss: 1.8050, grad_norm: 5.3250 2021-02-05 10:51:21,638 - mmaction - INFO - Epoch [40][3660/3757] lr: 1.000e-02, eta: 2 days, 3:58:23, time: 3.081, data_time: 0.002, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8016, loss_cls: 1.7729, loss: 1.7729, grad_norm: 5.2543 2021-02-05 10:51:55,568 - mmaction - INFO - Epoch [40][3680/3757] lr: 1.000e-02, eta: 2 days, 3:59:04, time: 1.696, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8148, loss_cls: 1.8340, loss: 1.8340, grad_norm: 5.5550 2021-02-05 10:52:04,400 - mmaction - INFO - Epoch [40][3700/3757] lr: 1.000e-02, eta: 2 days, 3:58:22, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8070, loss_cls: 1.7463, loss: 1.7463, grad_norm: 5.4192 2021-02-05 10:52:13,204 - mmaction - INFO - Epoch [40][3720/3757] lr: 1.000e-02, eta: 2 days, 3:57:39, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7977, loss_cls: 1.8475, loss: 1.8475, grad_norm: 5.4456 2021-02-05 10:52:21,954 - mmaction - INFO - Epoch [40][3740/3757] lr: 1.000e-02, eta: 2 days, 3:56:57, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7898, loss_cls: 1.7809, loss: 1.7809, grad_norm: 5.2123 2021-02-05 10:52:41,195 - mmaction - INFO - Saving checkpoint at 40 epochs 2021-02-05 10:53:52,639 - mmaction - INFO - Epoch [41][20/3757] lr: 1.000e-02, eta: 2 days, 3:58:40, time: 3.542, data_time: 3.092, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7898, loss_cls: 1.8224, loss: 1.8224, grad_norm: 5.3788 2021-02-05 10:54:01,365 - mmaction - INFO - Epoch [41][40/3757] lr: 1.000e-02, eta: 2 days, 3:57:57, time: 0.436, data_time: 0.002, memory: 7141, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.7548, loss: 1.7548, grad_norm: 5.0260 2021-02-05 10:54:10,169 - mmaction - INFO - Epoch [41][60/3757] lr: 1.000e-02, eta: 2 days, 3:57:14, time: 0.441, data_time: 0.002, memory: 7141, top1_acc: 0.6023, top5_acc: 0.8242, loss_cls: 1.6482, loss: 1.6482, grad_norm: 5.3207 2021-02-05 10:54:18,908 - mmaction - INFO - Epoch [41][80/3757] lr: 1.000e-02, eta: 2 days, 3:56:32, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8141, loss_cls: 1.7226, loss: 1.7226, grad_norm: 5.2964 2021-02-05 10:54:27,689 - mmaction - INFO - Epoch [41][100/3757] lr: 1.000e-02, eta: 2 days, 3:55:49, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.7922, loss_cls: 1.7581, loss: 1.7581, grad_norm: 5.3525 2021-02-05 10:54:36,477 - mmaction - INFO - Epoch [41][120/3757] lr: 1.000e-02, eta: 2 days, 3:55:06, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8023, loss_cls: 1.7443, loss: 1.7443, grad_norm: 5.2190 2021-02-05 10:54:45,301 - mmaction - INFO - Epoch [41][140/3757] lr: 1.000e-02, eta: 2 days, 3:54:24, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8023, loss_cls: 1.7417, loss: 1.7417, grad_norm: 5.3933 2021-02-05 10:54:54,169 - mmaction - INFO - Epoch [41][160/3757] lr: 1.000e-02, eta: 2 days, 3:53:42, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8227, loss_cls: 1.6360, loss: 1.6360, grad_norm: 5.2005 2021-02-05 10:55:03,058 - mmaction - INFO - Epoch [41][180/3757] lr: 1.000e-02, eta: 2 days, 3:53:00, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7961, loss_cls: 1.7431, loss: 1.7431, grad_norm: 5.4322 2021-02-05 10:55:11,934 - mmaction - INFO - Epoch [41][200/3757] lr: 1.000e-02, eta: 2 days, 3:52:17, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8211, loss_cls: 1.6916, loss: 1.6916, grad_norm: 5.3975 2021-02-05 10:55:20,788 - mmaction - INFO - Epoch [41][220/3757] lr: 1.000e-02, eta: 2 days, 3:51:35, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.7131, loss: 1.7131, grad_norm: 5.3543 2021-02-05 10:55:29,682 - mmaction - INFO - Epoch [41][240/3757] lr: 1.000e-02, eta: 2 days, 3:50:53, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8063, loss_cls: 1.7562, loss: 1.7562, grad_norm: 5.3902 2021-02-05 10:55:38,607 - mmaction - INFO - Epoch [41][260/3757] lr: 1.000e-02, eta: 2 days, 3:50:11, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8156, loss_cls: 1.6923, loss: 1.6923, grad_norm: 5.2564 2021-02-05 10:55:47,434 - mmaction - INFO - Epoch [41][280/3757] lr: 1.000e-02, eta: 2 days, 3:49:29, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8023, loss_cls: 1.7058, loss: 1.7058, grad_norm: 5.3449 2021-02-05 10:55:56,359 - mmaction - INFO - Epoch [41][300/3757] lr: 1.000e-02, eta: 2 days, 3:48:47, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7992, loss_cls: 1.7689, loss: 1.7689, grad_norm: 5.3667 2021-02-05 10:56:05,260 - mmaction - INFO - Epoch [41][320/3757] lr: 1.000e-02, eta: 2 days, 3:48:05, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.8070, loss_cls: 1.7872, loss: 1.7872, grad_norm: 5.5081 2021-02-05 10:56:14,189 - mmaction - INFO - Epoch [41][340/3757] lr: 1.000e-02, eta: 2 days, 3:47:23, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8180, loss_cls: 1.7092, loss: 1.7092, grad_norm: 5.2071 2021-02-05 10:56:23,194 - mmaction - INFO - Epoch [41][360/3757] lr: 1.000e-02, eta: 2 days, 3:46:42, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8266, loss_cls: 1.6995, loss: 1.6995, grad_norm: 5.3510 2021-02-05 10:56:32,060 - mmaction - INFO - Epoch [41][380/3757] lr: 1.000e-02, eta: 2 days, 3:46:00, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8094, loss_cls: 1.7837, loss: 1.7837, grad_norm: 5.4200 2021-02-05 10:56:40,989 - mmaction - INFO - Epoch [41][400/3757] lr: 1.000e-02, eta: 2 days, 3:45:18, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8031, loss_cls: 1.7601, loss: 1.7601, grad_norm: 5.3777 2021-02-05 10:56:49,936 - mmaction - INFO - Epoch [41][420/3757] lr: 1.000e-02, eta: 2 days, 3:44:36, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8266, loss_cls: 1.6694, loss: 1.6694, grad_norm: 5.5839 2021-02-05 10:56:58,917 - mmaction - INFO - Epoch [41][440/3757] lr: 1.000e-02, eta: 2 days, 3:43:54, time: 0.449, data_time: 0.002, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7844, loss_cls: 1.8610, loss: 1.8610, grad_norm: 5.6724 2021-02-05 10:57:07,804 - mmaction - INFO - Epoch [41][460/3757] lr: 1.000e-02, eta: 2 days, 3:43:12, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8086, loss_cls: 1.7295, loss: 1.7295, grad_norm: 5.2201 2021-02-05 10:57:16,709 - mmaction - INFO - Epoch [41][480/3757] lr: 1.000e-02, eta: 2 days, 3:42:31, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.7587, loss: 1.7587, grad_norm: 5.5950 2021-02-05 10:57:25,602 - mmaction - INFO - Epoch [41][500/3757] lr: 1.000e-02, eta: 2 days, 3:41:49, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8328, loss_cls: 1.7012, loss: 1.7012, grad_norm: 5.4571 2021-02-05 10:57:34,482 - mmaction - INFO - Epoch [41][520/3757] lr: 1.000e-02, eta: 2 days, 3:41:07, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7945, loss_cls: 1.8050, loss: 1.8050, grad_norm: 5.4313 2021-02-05 10:57:43,374 - mmaction - INFO - Epoch [41][540/3757] lr: 1.000e-02, eta: 2 days, 3:40:25, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8000, loss_cls: 1.8131, loss: 1.8131, grad_norm: 5.5498 2021-02-05 10:57:52,283 - mmaction - INFO - Epoch [41][560/3757] lr: 1.000e-02, eta: 2 days, 3:39:43, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8148, loss_cls: 1.7631, loss: 1.7631, grad_norm: 5.6276 2021-02-05 10:58:01,249 - mmaction - INFO - Epoch [41][580/3757] lr: 1.000e-02, eta: 2 days, 3:39:02, time: 0.449, data_time: 0.004, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8203, loss_cls: 1.6579, loss: 1.6579, grad_norm: 5.4450 2021-02-05 10:58:10,153 - mmaction - INFO - Epoch [41][600/3757] lr: 1.000e-02, eta: 2 days, 3:38:20, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7883, loss_cls: 1.8778, loss: 1.8778, grad_norm: 5.6091 2021-02-05 10:58:19,143 - mmaction - INFO - Epoch [41][620/3757] lr: 1.000e-02, eta: 2 days, 3:37:39, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.8031, loss_cls: 1.8042, loss: 1.8042, grad_norm: 5.5543 2021-02-05 10:58:27,984 - mmaction - INFO - Epoch [41][640/3757] lr: 1.000e-02, eta: 2 days, 3:36:57, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8078, loss_cls: 1.7706, loss: 1.7706, grad_norm: 5.4443 2021-02-05 10:58:36,885 - mmaction - INFO - Epoch [41][660/3757] lr: 1.000e-02, eta: 2 days, 3:36:15, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8133, loss_cls: 1.6733, loss: 1.6733, grad_norm: 5.3736 2021-02-05 10:58:45,865 - mmaction - INFO - Epoch [41][680/3757] lr: 1.000e-02, eta: 2 days, 3:35:34, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8148, loss_cls: 1.6823, loss: 1.6823, grad_norm: 5.4367 2021-02-05 10:58:56,326 - mmaction - INFO - Epoch [41][700/3757] lr: 1.000e-02, eta: 2 days, 3:34:57, time: 0.524, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7891, loss_cls: 1.8244, loss: 1.8244, grad_norm: 5.5500 2021-02-05 10:59:05,274 - mmaction - INFO - Epoch [41][720/3757] lr: 1.000e-02, eta: 2 days, 3:34:16, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8156, loss_cls: 1.7484, loss: 1.7484, grad_norm: 5.3629 2021-02-05 10:59:25,336 - mmaction - INFO - Epoch [41][740/3757] lr: 1.000e-02, eta: 2 days, 3:34:11, time: 1.003, data_time: 0.335, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7852, loss_cls: 1.8127, loss: 1.8127, grad_norm: 5.3310 2021-02-05 10:59:34,151 - mmaction - INFO - Epoch [41][760/3757] lr: 1.000e-02, eta: 2 days, 3:33:29, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7969, loss_cls: 1.7851, loss: 1.7851, grad_norm: 5.4711 2021-02-05 10:59:43,066 - mmaction - INFO - Epoch [41][780/3757] lr: 1.000e-02, eta: 2 days, 3:32:48, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8133, loss_cls: 1.6871, loss: 1.6871, grad_norm: 5.1203 2021-02-05 10:59:51,960 - mmaction - INFO - Epoch [41][800/3757] lr: 1.000e-02, eta: 2 days, 3:32:06, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.7984, loss_cls: 1.7561, loss: 1.7561, grad_norm: 5.3311 2021-02-05 11:00:00,974 - mmaction - INFO - Epoch [41][820/3757] lr: 1.000e-02, eta: 2 days, 3:31:25, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7969, loss_cls: 1.7835, loss: 1.7835, grad_norm: 5.4030 2021-02-05 11:00:09,946 - mmaction - INFO - Epoch [41][840/3757] lr: 1.000e-02, eta: 2 days, 3:30:44, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8125, loss_cls: 1.6998, loss: 1.6998, grad_norm: 5.3413 2021-02-05 11:00:23,111 - mmaction - INFO - Epoch [41][860/3757] lr: 1.000e-02, eta: 2 days, 3:30:16, time: 0.658, data_time: 0.081, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7992, loss_cls: 1.7324, loss: 1.7324, grad_norm: 5.4185 2021-02-05 11:00:31,973 - mmaction - INFO - Epoch [41][880/3757] lr: 1.000e-02, eta: 2 days, 3:29:35, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8102, loss_cls: 1.7161, loss: 1.7161, grad_norm: 5.5175 2021-02-05 11:00:40,916 - mmaction - INFO - Epoch [41][900/3757] lr: 1.000e-02, eta: 2 days, 3:28:53, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8203, loss_cls: 1.6931, loss: 1.6931, grad_norm: 5.3346 2021-02-05 11:00:50,050 - mmaction - INFO - Epoch [41][920/3757] lr: 1.000e-02, eta: 2 days, 3:28:13, time: 0.457, data_time: 0.012, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7883, loss_cls: 1.8078, loss: 1.8078, grad_norm: 5.3666 2021-02-05 11:00:58,968 - mmaction - INFO - Epoch [41][940/3757] lr: 1.000e-02, eta: 2 days, 3:27:31, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7930, loss_cls: 1.7834, loss: 1.7834, grad_norm: 5.4712 2021-02-05 11:01:07,876 - mmaction - INFO - Epoch [41][960/3757] lr: 1.000e-02, eta: 2 days, 3:26:50, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7922, loss_cls: 1.9013, loss: 1.9013, grad_norm: 5.4976 2021-02-05 11:01:16,782 - mmaction - INFO - Epoch [41][980/3757] lr: 1.000e-02, eta: 2 days, 3:26:09, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8039, loss_cls: 1.7594, loss: 1.7594, grad_norm: 5.2680 2021-02-05 11:01:25,657 - mmaction - INFO - Epoch [41][1000/3757] lr: 1.000e-02, eta: 2 days, 3:25:27, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7977, loss_cls: 1.7787, loss: 1.7787, grad_norm: 5.3102 2021-02-05 11:01:34,603 - mmaction - INFO - Epoch [41][1020/3757] lr: 1.000e-02, eta: 2 days, 3:24:46, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7883, loss_cls: 1.8227, loss: 1.8227, grad_norm: 5.6213 2021-02-05 11:01:43,505 - mmaction - INFO - Epoch [41][1040/3757] lr: 1.000e-02, eta: 2 days, 3:24:05, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6047, top5_acc: 0.8023, loss_cls: 1.7456, loss: 1.7456, grad_norm: 5.4022 2021-02-05 11:01:52,428 - mmaction - INFO - Epoch [41][1060/3757] lr: 1.000e-02, eta: 2 days, 3:23:23, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7992, loss_cls: 1.8157, loss: 1.8157, grad_norm: 5.3442 2021-02-05 11:02:01,406 - mmaction - INFO - Epoch [41][1080/3757] lr: 1.000e-02, eta: 2 days, 3:22:42, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7852, loss_cls: 1.8266, loss: 1.8266, grad_norm: 5.1761 2021-02-05 11:02:10,371 - mmaction - INFO - Epoch [41][1100/3757] lr: 1.000e-02, eta: 2 days, 3:22:01, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8000, loss_cls: 1.7967, loss: 1.7967, grad_norm: 5.2238 2021-02-05 11:02:19,253 - mmaction - INFO - Epoch [41][1120/3757] lr: 1.000e-02, eta: 2 days, 3:21:20, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8000, loss_cls: 1.7851, loss: 1.7851, grad_norm: 5.3650 2021-02-05 11:02:28,211 - mmaction - INFO - Epoch [41][1140/3757] lr: 1.000e-02, eta: 2 days, 3:20:39, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7859, loss_cls: 1.7951, loss: 1.7951, grad_norm: 5.2856 2021-02-05 11:02:37,102 - mmaction - INFO - Epoch [41][1160/3757] lr: 1.000e-02, eta: 2 days, 3:19:58, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.7969, loss_cls: 1.7604, loss: 1.7604, grad_norm: 5.4676 2021-02-05 11:02:45,986 - mmaction - INFO - Epoch [41][1180/3757] lr: 1.000e-02, eta: 2 days, 3:19:17, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8195, loss_cls: 1.7387, loss: 1.7387, grad_norm: 5.6322 2021-02-05 11:02:54,871 - mmaction - INFO - Epoch [41][1200/3757] lr: 1.000e-02, eta: 2 days, 3:18:35, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8055, loss_cls: 1.7913, loss: 1.7913, grad_norm: 5.5767 2021-02-05 11:03:03,784 - mmaction - INFO - Epoch [41][1220/3757] lr: 1.000e-02, eta: 2 days, 3:17:54, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7914, loss_cls: 1.8240, loss: 1.8240, grad_norm: 5.6108 2021-02-05 11:03:12,721 - mmaction - INFO - Epoch [41][1240/3757] lr: 1.000e-02, eta: 2 days, 3:17:13, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7898, loss_cls: 1.8105, loss: 1.8105, grad_norm: 5.2437 2021-02-05 11:03:21,579 - mmaction - INFO - Epoch [41][1260/3757] lr: 1.000e-02, eta: 2 days, 3:16:32, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8039, loss_cls: 1.7222, loss: 1.7222, grad_norm: 5.2305 2021-02-05 11:03:30,472 - mmaction - INFO - Epoch [41][1280/3757] lr: 1.000e-02, eta: 2 days, 3:15:51, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8086, loss_cls: 1.7367, loss: 1.7367, grad_norm: 5.2412 2021-02-05 11:03:39,398 - mmaction - INFO - Epoch [41][1300/3757] lr: 1.000e-02, eta: 2 days, 3:15:10, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8086, loss_cls: 1.7201, loss: 1.7201, grad_norm: 5.5096 2021-02-05 11:03:48,319 - mmaction - INFO - Epoch [41][1320/3757] lr: 1.000e-02, eta: 2 days, 3:14:29, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8211, loss_cls: 1.7346, loss: 1.7346, grad_norm: 5.4458 2021-02-05 11:03:57,234 - mmaction - INFO - Epoch [41][1340/3757] lr: 1.000e-02, eta: 2 days, 3:13:48, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7820, loss_cls: 1.8600, loss: 1.8600, grad_norm: 5.4310 2021-02-05 11:04:06,141 - mmaction - INFO - Epoch [41][1360/3757] lr: 1.000e-02, eta: 2 days, 3:13:07, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8141, loss_cls: 1.7176, loss: 1.7176, grad_norm: 5.3249 2021-02-05 11:04:15,060 - mmaction - INFO - Epoch [41][1380/3757] lr: 1.000e-02, eta: 2 days, 3:12:26, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.8070, loss_cls: 1.8259, loss: 1.8259, grad_norm: 5.4864 2021-02-05 11:04:23,917 - mmaction - INFO - Epoch [41][1400/3757] lr: 1.000e-02, eta: 2 days, 3:11:45, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7969, loss_cls: 1.8171, loss: 1.8171, grad_norm: 5.4082 2021-02-05 11:04:32,821 - mmaction - INFO - Epoch [41][1420/3757] lr: 1.000e-02, eta: 2 days, 3:11:04, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8117, loss_cls: 1.7650, loss: 1.7650, grad_norm: 5.2256 2021-02-05 11:04:41,755 - mmaction - INFO - Epoch [41][1440/3757] lr: 1.000e-02, eta: 2 days, 3:10:23, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7859, loss_cls: 1.8626, loss: 1.8626, grad_norm: 5.1756 2021-02-05 11:04:50,715 - mmaction - INFO - Epoch [41][1460/3757] lr: 1.000e-02, eta: 2 days, 3:09:42, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7937, loss_cls: 1.8159, loss: 1.8159, grad_norm: 5.4488 2021-02-05 11:04:59,662 - mmaction - INFO - Epoch [41][1480/3757] lr: 1.000e-02, eta: 2 days, 3:09:02, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8016, loss_cls: 1.7384, loss: 1.7384, grad_norm: 5.3045 2021-02-05 11:05:08,528 - mmaction - INFO - Epoch [41][1500/3757] lr: 1.000e-02, eta: 2 days, 3:08:21, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.6916, loss: 1.6916, grad_norm: 5.2538 2021-02-05 11:05:17,474 - mmaction - INFO - Epoch [41][1520/3757] lr: 1.000e-02, eta: 2 days, 3:07:40, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8055, loss_cls: 1.7303, loss: 1.7303, grad_norm: 5.3109 2021-02-05 11:05:26,313 - mmaction - INFO - Epoch [41][1540/3757] lr: 1.000e-02, eta: 2 days, 3:06:59, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7898, loss_cls: 1.8159, loss: 1.8159, grad_norm: 5.5541 2021-02-05 11:05:35,271 - mmaction - INFO - Epoch [41][1560/3757] lr: 1.000e-02, eta: 2 days, 3:06:18, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8109, loss_cls: 1.7377, loss: 1.7377, grad_norm: 5.2013 2021-02-05 11:05:44,241 - mmaction - INFO - Epoch [41][1580/3757] lr: 1.000e-02, eta: 2 days, 3:05:37, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8039, loss_cls: 1.7514, loss: 1.7514, grad_norm: 5.3222 2021-02-05 11:05:53,125 - mmaction - INFO - Epoch [41][1600/3757] lr: 1.000e-02, eta: 2 days, 3:04:57, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8109, loss_cls: 1.7667, loss: 1.7667, grad_norm: 5.5192 2021-02-05 11:06:02,092 - mmaction - INFO - Epoch [41][1620/3757] lr: 1.000e-02, eta: 2 days, 3:04:16, time: 0.449, data_time: 0.002, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7937, loss_cls: 1.8500, loss: 1.8500, grad_norm: 5.4994 2021-02-05 11:06:11,014 - mmaction - INFO - Epoch [41][1640/3757] lr: 1.000e-02, eta: 2 days, 3:03:35, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8031, loss_cls: 1.7480, loss: 1.7480, grad_norm: 5.2959 2021-02-05 11:06:19,952 - mmaction - INFO - Epoch [41][1660/3757] lr: 1.000e-02, eta: 2 days, 3:02:55, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.8094, loss_cls: 1.7789, loss: 1.7789, grad_norm: 5.6234 2021-02-05 11:06:28,961 - mmaction - INFO - Epoch [41][1680/3757] lr: 1.000e-02, eta: 2 days, 3:02:14, time: 0.451, data_time: 0.002, memory: 7141, top1_acc: 0.5484, top5_acc: 0.7828, loss_cls: 1.8654, loss: 1.8654, grad_norm: 5.5836 2021-02-05 11:06:37,850 - mmaction - INFO - Epoch [41][1700/3757] lr: 1.000e-02, eta: 2 days, 3:01:34, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8055, loss_cls: 1.7731, loss: 1.7731, grad_norm: 5.3601 2021-02-05 11:06:46,781 - mmaction - INFO - Epoch [41][1720/3757] lr: 1.000e-02, eta: 2 days, 3:00:53, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8008, loss_cls: 1.7627, loss: 1.7627, grad_norm: 5.5330 2021-02-05 11:06:55,728 - mmaction - INFO - Epoch [41][1740/3757] lr: 1.000e-02, eta: 2 days, 3:00:13, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6086, top5_acc: 0.8133, loss_cls: 1.6358, loss: 1.6358, grad_norm: 5.2193 2021-02-05 11:07:04,706 - mmaction - INFO - Epoch [41][1760/3757] lr: 1.000e-02, eta: 2 days, 2:59:32, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8055, loss_cls: 1.7610, loss: 1.7610, grad_norm: 5.6096 2021-02-05 11:07:13,544 - mmaction - INFO - Epoch [41][1780/3757] lr: 1.000e-02, eta: 2 days, 2:58:51, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8047, loss_cls: 1.7466, loss: 1.7466, grad_norm: 5.5202 2021-02-05 11:07:22,487 - mmaction - INFO - Epoch [41][1800/3757] lr: 1.000e-02, eta: 2 days, 2:58:11, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8070, loss_cls: 1.7999, loss: 1.7999, grad_norm: 5.4309 2021-02-05 11:07:31,409 - mmaction - INFO - Epoch [41][1820/3757] lr: 1.000e-02, eta: 2 days, 2:57:30, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.7992, loss_cls: 1.7532, loss: 1.7532, grad_norm: 5.3128 2021-02-05 11:07:40,356 - mmaction - INFO - Epoch [41][1840/3757] lr: 1.000e-02, eta: 2 days, 2:56:50, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8109, loss_cls: 1.7095, loss: 1.7095, grad_norm: 5.5273 2021-02-05 11:07:49,275 - mmaction - INFO - Epoch [41][1860/3757] lr: 1.000e-02, eta: 2 days, 2:56:09, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.7984, loss_cls: 1.7650, loss: 1.7650, grad_norm: 5.3445 2021-02-05 11:07:58,174 - mmaction - INFO - Epoch [41][1880/3757] lr: 1.000e-02, eta: 2 days, 2:55:29, time: 0.445, data_time: 0.003, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8117, loss_cls: 1.7990, loss: 1.7990, grad_norm: 5.5550 2021-02-05 11:08:07,115 - mmaction - INFO - Epoch [41][1900/3757] lr: 1.000e-02, eta: 2 days, 2:54:48, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8008, loss_cls: 1.7745, loss: 1.7745, grad_norm: 5.2520 2021-02-05 11:08:16,057 - mmaction - INFO - Epoch [41][1920/3757] lr: 1.000e-02, eta: 2 days, 2:54:08, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7891, loss_cls: 1.8781, loss: 1.8781, grad_norm: 5.2166 2021-02-05 11:08:24,920 - mmaction - INFO - Epoch [41][1940/3757] lr: 1.000e-02, eta: 2 days, 2:53:28, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7805, loss_cls: 1.9061, loss: 1.9061, grad_norm: 5.4992 2021-02-05 11:08:33,834 - mmaction - INFO - Epoch [41][1960/3757] lr: 1.000e-02, eta: 2 days, 2:52:47, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7891, loss_cls: 1.7796, loss: 1.7796, grad_norm: 5.2166 2021-02-05 11:08:42,779 - mmaction - INFO - Epoch [41][1980/3757] lr: 1.000e-02, eta: 2 days, 2:52:07, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7937, loss_cls: 1.8368, loss: 1.8368, grad_norm: 5.5378 2021-02-05 11:08:51,709 - mmaction - INFO - Epoch [41][2000/3757] lr: 1.000e-02, eta: 2 days, 2:51:26, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8125, loss_cls: 1.7773, loss: 1.7773, grad_norm: 5.3728 2021-02-05 11:09:00,611 - mmaction - INFO - Epoch [41][2020/3757] lr: 1.000e-02, eta: 2 days, 2:50:46, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7797, loss_cls: 1.8739, loss: 1.8739, grad_norm: 5.3463 2021-02-05 11:09:09,496 - mmaction - INFO - Epoch [41][2040/3757] lr: 1.000e-02, eta: 2 days, 2:50:06, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7891, loss_cls: 1.8146, loss: 1.8146, grad_norm: 5.4887 2021-02-05 11:09:18,413 - mmaction - INFO - Epoch [41][2060/3757] lr: 1.000e-02, eta: 2 days, 2:49:25, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7883, loss_cls: 1.8799, loss: 1.8799, grad_norm: 5.4784 2021-02-05 11:09:27,303 - mmaction - INFO - Epoch [41][2080/3757] lr: 1.000e-02, eta: 2 days, 2:48:45, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7937, loss_cls: 1.8371, loss: 1.8371, grad_norm: 5.2673 2021-02-05 11:09:36,176 - mmaction - INFO - Epoch [41][2100/3757] lr: 1.000e-02, eta: 2 days, 2:48:04, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8023, loss_cls: 1.7850, loss: 1.7850, grad_norm: 5.2115 2021-02-05 11:09:45,069 - mmaction - INFO - Epoch [41][2120/3757] lr: 1.000e-02, eta: 2 days, 2:47:24, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7984, loss_cls: 1.8053, loss: 1.8053, grad_norm: 5.4465 2021-02-05 11:09:53,930 - mmaction - INFO - Epoch [41][2140/3757] lr: 1.000e-02, eta: 2 days, 2:46:44, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8039, loss_cls: 1.7264, loss: 1.7264, grad_norm: 5.1385 2021-02-05 11:10:02,851 - mmaction - INFO - Epoch [41][2160/3757] lr: 1.000e-02, eta: 2 days, 2:46:03, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8008, loss_cls: 1.7659, loss: 1.7659, grad_norm: 5.3291 2021-02-05 11:10:18,452 - mmaction - INFO - Epoch [41][2180/3757] lr: 1.000e-02, eta: 2 days, 2:45:45, time: 0.780, data_time: 0.000, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8109, loss_cls: 1.7031, loss: 1.7031, grad_norm: 5.3309 2021-02-05 11:10:27,416 - mmaction - INFO - Epoch [41][2200/3757] lr: 1.000e-02, eta: 2 days, 2:45:05, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7977, loss_cls: 1.7718, loss: 1.7718, grad_norm: 5.3640 2021-02-05 11:10:36,318 - mmaction - INFO - Epoch [41][2220/3757] lr: 1.000e-02, eta: 2 days, 2:44:24, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7930, loss_cls: 1.7776, loss: 1.7776, grad_norm: 5.3627 2021-02-05 11:10:45,271 - mmaction - INFO - Epoch [41][2240/3757] lr: 1.000e-02, eta: 2 days, 2:43:44, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7812, loss_cls: 1.8243, loss: 1.8243, grad_norm: 5.2550 2021-02-05 11:10:54,126 - mmaction - INFO - Epoch [41][2260/3757] lr: 1.000e-02, eta: 2 days, 2:43:04, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7844, loss_cls: 1.9089, loss: 1.9089, grad_norm: 5.3320 2021-02-05 11:11:02,997 - mmaction - INFO - Epoch [41][2280/3757] lr: 1.000e-02, eta: 2 days, 2:42:24, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7992, loss_cls: 1.7696, loss: 1.7696, grad_norm: 5.1207 2021-02-05 11:11:44,786 - mmaction - INFO - Epoch [41][2300/3757] lr: 1.000e-02, eta: 2 days, 2:43:28, time: 2.089, data_time: 1.638, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8102, loss_cls: 1.7639, loss: 1.7639, grad_norm: 5.1612 2021-02-05 11:12:17,094 - mmaction - INFO - Epoch [41][2320/3757] lr: 1.000e-02, eta: 2 days, 2:44:03, time: 1.616, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8031, loss_cls: 1.7377, loss: 1.7377, grad_norm: 5.5618 2021-02-05 11:12:27,519 - mmaction - INFO - Epoch [41][2340/3757] lr: 1.000e-02, eta: 2 days, 2:43:28, time: 0.521, data_time: 0.083, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7961, loss_cls: 1.7734, loss: 1.7734, grad_norm: 5.5328 2021-02-05 11:12:52,103 - mmaction - INFO - Epoch [41][2360/3757] lr: 1.000e-02, eta: 2 days, 2:43:37, time: 1.229, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8047, loss_cls: 1.7716, loss: 1.7716, grad_norm: 5.4576 2021-02-05 11:13:00,910 - mmaction - INFO - Epoch [41][2380/3757] lr: 1.000e-02, eta: 2 days, 2:42:57, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8008, loss_cls: 1.7389, loss: 1.7389, grad_norm: 5.4052 2021-02-05 11:13:09,768 - mmaction - INFO - Epoch [41][2400/3757] lr: 1.000e-02, eta: 2 days, 2:42:17, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6094, top5_acc: 0.8117, loss_cls: 1.6724, loss: 1.6724, grad_norm: 5.3081 2021-02-05 11:13:50,776 - mmaction - INFO - Epoch [41][2420/3757] lr: 1.000e-02, eta: 2 days, 2:43:19, time: 2.051, data_time: 1.586, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7820, loss_cls: 1.8838, loss: 1.8838, grad_norm: 5.5086 2021-02-05 11:14:58,867 - mmaction - INFO - Epoch [41][2440/3757] lr: 1.000e-02, eta: 2 days, 2:45:47, time: 3.404, data_time: 1.367, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7711, loss_cls: 1.8720, loss: 1.8720, grad_norm: 5.4838 2021-02-05 11:15:23,343 - mmaction - INFO - Epoch [41][2460/3757] lr: 1.000e-02, eta: 2 days, 2:45:56, time: 1.224, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7953, loss_cls: 1.7794, loss: 1.7794, grad_norm: 5.4377 2021-02-05 11:16:07,607 - mmaction - INFO - Epoch [41][2480/3757] lr: 1.000e-02, eta: 2 days, 2:47:08, time: 2.214, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7984, loss_cls: 1.8723, loss: 1.8723, grad_norm: 5.3720 2021-02-05 11:16:39,462 - mmaction - INFO - Epoch [41][2500/3757] lr: 1.000e-02, eta: 2 days, 2:47:41, time: 1.592, data_time: 1.150, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7953, loss_cls: 1.8367, loss: 1.8367, grad_norm: 5.3603 2021-02-05 11:17:50,860 - mmaction - INFO - Epoch [41][2520/3757] lr: 1.000e-02, eta: 2 days, 2:50:19, time: 3.570, data_time: 1.706, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7961, loss_cls: 1.8197, loss: 1.8197, grad_norm: 5.2521 2021-02-05 11:18:31,952 - mmaction - INFO - Epoch [41][2540/3757] lr: 1.000e-02, eta: 2 days, 2:51:21, time: 2.055, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8086, loss_cls: 1.7537, loss: 1.7537, grad_norm: 5.1683 2021-02-05 11:19:05,746 - mmaction - INFO - Epoch [41][2560/3757] lr: 1.000e-02, eta: 2 days, 2:52:00, time: 1.690, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.7930, loss_cls: 1.7803, loss: 1.7803, grad_norm: 5.1877 2021-02-05 11:19:50,370 - mmaction - INFO - Epoch [41][2580/3757] lr: 1.000e-02, eta: 2 days, 2:53:13, time: 2.231, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8109, loss_cls: 1.7601, loss: 1.7601, grad_norm: 5.2673 2021-02-05 11:19:59,183 - mmaction - INFO - Epoch [41][2600/3757] lr: 1.000e-02, eta: 2 days, 2:52:33, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7891, loss_cls: 1.8485, loss: 1.8485, grad_norm: 5.3643 2021-02-05 11:20:35,923 - mmaction - INFO - Epoch [41][2620/3757] lr: 1.000e-02, eta: 2 days, 2:53:20, time: 1.836, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7867, loss_cls: 1.8935, loss: 1.8935, grad_norm: 5.4094 2021-02-05 11:22:22,151 - mmaction - INFO - Epoch [41][2640/3757] lr: 1.000e-02, eta: 2 days, 2:57:49, time: 5.312, data_time: 4.537, memory: 7141, top1_acc: 0.5867, top5_acc: 0.7930, loss_cls: 1.7781, loss: 1.7781, grad_norm: 5.2578 2021-02-05 11:23:16,743 - mmaction - INFO - Epoch [41][2660/3757] lr: 1.000e-02, eta: 2 days, 2:59:33, time: 2.729, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.8443, loss: 1.8443, grad_norm: 5.4091 2021-02-05 11:23:54,064 - mmaction - INFO - Epoch [41][2680/3757] lr: 1.000e-02, eta: 2 days, 3:00:23, time: 1.867, data_time: 1.416, memory: 7141, top1_acc: 0.6086, top5_acc: 0.8156, loss_cls: 1.7241, loss: 1.7241, grad_norm: 5.2617 2021-02-05 11:25:02,819 - mmaction - INFO - Epoch [41][2700/3757] lr: 1.000e-02, eta: 2 days, 3:02:52, time: 3.438, data_time: 1.464, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7984, loss_cls: 1.7922, loss: 1.7922, grad_norm: 5.3531 2021-02-05 11:25:34,041 - mmaction - INFO - Epoch [41][2720/3757] lr: 1.000e-02, eta: 2 days, 3:03:22, time: 1.561, data_time: 0.000, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8078, loss_cls: 1.7421, loss: 1.7421, grad_norm: 5.3942 2021-02-05 11:25:42,854 - mmaction - INFO - Epoch [41][2740/3757] lr: 1.000e-02, eta: 2 days, 3:02:41, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6023, top5_acc: 0.7961, loss_cls: 1.7479, loss: 1.7479, grad_norm: 5.3271 2021-02-05 11:26:24,774 - mmaction - INFO - Epoch [41][2760/3757] lr: 1.000e-02, eta: 2 days, 3:03:45, time: 2.096, data_time: 1.642, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7750, loss_cls: 1.8360, loss: 1.8360, grad_norm: 5.3923 2021-02-05 11:26:44,532 - mmaction - INFO - Epoch [41][2780/3757] lr: 1.000e-02, eta: 2 days, 3:03:39, time: 0.989, data_time: 0.216, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.8175, loss: 1.8175, grad_norm: 5.2954 2021-02-05 11:26:53,383 - mmaction - INFO - Epoch [41][2800/3757] lr: 1.000e-02, eta: 2 days, 3:02:58, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8070, loss_cls: 1.7254, loss: 1.7254, grad_norm: 5.4275 2021-02-05 11:27:34,508 - mmaction - INFO - Epoch [41][2820/3757] lr: 1.000e-02, eta: 2 days, 3:03:59, time: 2.056, data_time: 1.616, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7992, loss_cls: 1.8470, loss: 1.8470, grad_norm: 5.5805 2021-02-05 11:27:43,289 - mmaction - INFO - Epoch [41][2840/3757] lr: 1.000e-02, eta: 2 days, 3:03:18, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8047, loss_cls: 1.7002, loss: 1.7002, grad_norm: 5.1427 2021-02-05 11:28:22,625 - mmaction - INFO - Epoch [41][2860/3757] lr: 1.000e-02, eta: 2 days, 3:04:14, time: 1.967, data_time: 1.519, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8203, loss_cls: 1.6427, loss: 1.6427, grad_norm: 5.3579 2021-02-05 11:29:29,259 - mmaction - INFO - Epoch [41][2880/3757] lr: 1.000e-02, eta: 2 days, 3:06:35, time: 3.332, data_time: 2.887, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7945, loss_cls: 1.8180, loss: 1.8180, grad_norm: 5.5578 2021-02-05 11:29:59,801 - mmaction - INFO - Epoch [41][2900/3757] lr: 1.000e-02, eta: 2 days, 3:07:03, time: 1.527, data_time: 1.085, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7766, loss_cls: 1.8868, loss: 1.8868, grad_norm: 5.4670 2021-02-05 11:30:08,634 - mmaction - INFO - Epoch [41][2920/3757] lr: 1.000e-02, eta: 2 days, 3:06:22, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7711, loss_cls: 1.8908, loss: 1.8908, grad_norm: 5.3587 2021-02-05 11:30:17,520 - mmaction - INFO - Epoch [41][2940/3757] lr: 1.000e-02, eta: 2 days, 3:05:41, time: 0.444, data_time: 0.002, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.7772, loss: 1.7772, grad_norm: 5.2290 2021-02-05 11:31:17,604 - mmaction - INFO - Epoch [41][2960/3757] lr: 1.000e-02, eta: 2 days, 3:07:42, time: 3.004, data_time: 2.556, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8125, loss_cls: 1.7754, loss: 1.7754, grad_norm: 5.4065 2021-02-05 11:31:26,419 - mmaction - INFO - Epoch [41][2980/3757] lr: 1.000e-02, eta: 2 days, 3:07:01, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8063, loss_cls: 1.7730, loss: 1.7730, grad_norm: 5.5208 2021-02-05 11:32:09,130 - mmaction - INFO - Epoch [41][3000/3757] lr: 1.000e-02, eta: 2 days, 3:08:07, time: 2.135, data_time: 0.001, memory: 7141, top1_acc: 0.5477, top5_acc: 0.7781, loss_cls: 1.8929, loss: 1.8929, grad_norm: 5.5691 2021-02-05 11:32:17,881 - mmaction - INFO - Epoch [41][3020/3757] lr: 1.000e-02, eta: 2 days, 3:07:26, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7797, loss_cls: 1.8458, loss: 1.8458, grad_norm: 5.3564 2021-02-05 11:32:26,685 - mmaction - INFO - Epoch [41][3040/3757] lr: 1.000e-02, eta: 2 days, 3:06:45, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7969, loss_cls: 1.7945, loss: 1.7945, grad_norm: 5.2923 2021-02-05 11:33:11,642 - mmaction - INFO - Epoch [41][3060/3757] lr: 1.000e-02, eta: 2 days, 3:07:58, time: 2.248, data_time: 0.664, memory: 7141, top1_acc: 0.5625, top5_acc: 0.8133, loss_cls: 1.7873, loss: 1.7873, grad_norm: 5.4263 2021-02-05 11:33:20,480 - mmaction - INFO - Epoch [41][3080/3757] lr: 1.000e-02, eta: 2 days, 3:07:17, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.6632, loss: 1.6632, grad_norm: 5.1725 2021-02-05 11:33:56,046 - mmaction - INFO - Epoch [41][3100/3757] lr: 1.000e-02, eta: 2 days, 3:08:00, time: 1.779, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8023, loss_cls: 1.7724, loss: 1.7724, grad_norm: 5.4633 2021-02-05 11:35:13,616 - mmaction - INFO - Epoch [41][3120/3757] lr: 1.000e-02, eta: 2 days, 3:10:55, time: 3.878, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8031, loss_cls: 1.7586, loss: 1.7586, grad_norm: 5.3909 2021-02-05 11:37:10,851 - mmaction - INFO - Epoch [41][3140/3757] lr: 1.000e-02, eta: 2 days, 3:15:55, time: 5.862, data_time: 5.414, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8133, loss_cls: 1.7049, loss: 1.7049, grad_norm: 5.2293 2021-02-05 11:38:28,539 - mmaction - INFO - Epoch [41][3160/3757] lr: 1.000e-02, eta: 2 days, 3:18:50, time: 3.884, data_time: 3.435, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8125, loss_cls: 1.7059, loss: 1.7059, grad_norm: 5.3439 2021-02-05 11:40:03,686 - mmaction - INFO - Epoch [41][3180/3757] lr: 1.000e-02, eta: 2 days, 3:22:40, time: 4.757, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7867, loss_cls: 1.8115, loss: 1.8115, grad_norm: 5.3012 2021-02-05 11:40:12,496 - mmaction - INFO - Epoch [41][3200/3757] lr: 1.000e-02, eta: 2 days, 3:21:59, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8055, loss_cls: 1.7934, loss: 1.7934, grad_norm: 5.1973 2021-02-05 11:41:18,273 - mmaction - INFO - Epoch [41][3220/3757] lr: 1.000e-02, eta: 2 days, 3:24:16, time: 3.289, data_time: 2.332, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7945, loss_cls: 1.8147, loss: 1.8147, grad_norm: 5.4108 2021-02-05 11:42:22,800 - mmaction - INFO - Epoch [41][3240/3757] lr: 1.000e-02, eta: 2 days, 3:26:30, time: 3.226, data_time: 2.151, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8102, loss_cls: 1.7895, loss: 1.7895, grad_norm: 5.3074 2021-02-05 11:43:00,005 - mmaction - INFO - Epoch [41][3260/3757] lr: 1.000e-02, eta: 2 days, 3:27:17, time: 1.860, data_time: 1.411, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8148, loss_cls: 1.7383, loss: 1.7383, grad_norm: 5.1699 2021-02-05 11:43:58,444 - mmaction - INFO - Epoch [41][3280/3757] lr: 1.000e-02, eta: 2 days, 3:29:11, time: 2.923, data_time: 2.473, memory: 7141, top1_acc: 0.5516, top5_acc: 0.8031, loss_cls: 1.8556, loss: 1.8556, grad_norm: 5.3998 2021-02-05 11:44:32,056 - mmaction - INFO - Epoch [41][3300/3757] lr: 1.000e-02, eta: 2 days, 3:29:48, time: 1.681, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8133, loss_cls: 1.7195, loss: 1.7195, grad_norm: 5.1695 2021-02-05 11:45:19,011 - mmaction - INFO - Epoch [41][3320/3757] lr: 1.000e-02, eta: 2 days, 3:31:06, time: 2.347, data_time: 0.543, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7945, loss_cls: 1.8890, loss: 1.8890, grad_norm: 5.7093 2021-02-05 11:46:17,432 - mmaction - INFO - Epoch [41][3340/3757] lr: 1.000e-02, eta: 2 days, 3:33:00, time: 2.922, data_time: 1.244, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7828, loss_cls: 1.8726, loss: 1.8726, grad_norm: 5.3377 2021-02-05 11:47:26,974 - mmaction - INFO - Epoch [41][3360/3757] lr: 1.000e-02, eta: 2 days, 3:35:28, time: 3.475, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7937, loss_cls: 1.8386, loss: 1.8386, grad_norm: 5.3047 2021-02-05 11:48:54,053 - mmaction - INFO - Epoch [41][3380/3757] lr: 1.000e-02, eta: 2 days, 3:38:51, time: 4.355, data_time: 1.217, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8094, loss_cls: 1.7396, loss: 1.7396, grad_norm: 5.3278 2021-02-05 11:50:22,815 - mmaction - INFO - Epoch [41][3400/3757] lr: 1.000e-02, eta: 2 days, 3:42:20, time: 4.439, data_time: 3.981, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7828, loss_cls: 1.8798, loss: 1.8798, grad_norm: 5.3479 2021-02-05 11:51:30,888 - mmaction - INFO - Epoch [41][3420/3757] lr: 1.000e-02, eta: 2 days, 3:44:43, time: 3.404, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.8016, loss_cls: 1.7754, loss: 1.7754, grad_norm: 5.2852 2021-02-05 11:52:56,230 - mmaction - INFO - Epoch [41][3440/3757] lr: 1.000e-02, eta: 2 days, 3:48:01, time: 4.267, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7867, loss_cls: 1.8271, loss: 1.8271, grad_norm: 5.1713 2021-02-05 11:53:27,060 - mmaction - INFO - Epoch [41][3460/3757] lr: 1.000e-02, eta: 2 days, 3:48:28, time: 1.541, data_time: 1.098, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8125, loss_cls: 1.6892, loss: 1.6892, grad_norm: 5.2636 2021-02-05 11:55:32,150 - mmaction - INFO - Epoch [41][3480/3757] lr: 1.000e-02, eta: 2 days, 3:53:49, time: 6.255, data_time: 3.822, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8000, loss_cls: 1.7755, loss: 1.7755, grad_norm: 5.5549 2021-02-05 11:56:36,172 - mmaction - INFO - Epoch [41][3500/3757] lr: 1.000e-02, eta: 2 days, 3:55:59, time: 3.201, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7898, loss_cls: 1.8278, loss: 1.8278, grad_norm: 5.4259 2021-02-05 11:57:59,214 - mmaction - INFO - Epoch [41][3520/3757] lr: 1.000e-02, eta: 2 days, 3:59:09, time: 4.151, data_time: 1.456, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8023, loss_cls: 1.7763, loss: 1.7763, grad_norm: 5.2755 2021-02-05 11:59:11,239 - mmaction - INFO - Epoch [41][3540/3757] lr: 1.000e-02, eta: 2 days, 4:01:44, time: 3.602, data_time: 1.471, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8008, loss_cls: 1.7853, loss: 1.7853, grad_norm: 5.3439 2021-02-05 12:00:18,168 - mmaction - INFO - Epoch [41][3560/3757] lr: 1.000e-02, eta: 2 days, 4:04:03, time: 3.347, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8016, loss_cls: 1.8087, loss: 1.8087, grad_norm: 5.3309 2021-02-05 12:01:48,163 - mmaction - INFO - Epoch [41][3580/3757] lr: 1.000e-02, eta: 2 days, 4:07:34, time: 4.500, data_time: 0.002, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7992, loss_cls: 1.8610, loss: 1.8610, grad_norm: 5.2763 2021-02-05 12:03:18,114 - mmaction - INFO - Epoch [41][3600/3757] lr: 1.000e-02, eta: 2 days, 4:11:05, time: 4.497, data_time: 2.677, memory: 7141, top1_acc: 0.5602, top5_acc: 0.8078, loss_cls: 1.7940, loss: 1.7940, grad_norm: 5.5540 2021-02-05 12:03:47,844 - mmaction - INFO - Epoch [41][3620/3757] lr: 1.000e-02, eta: 2 days, 4:11:27, time: 1.486, data_time: 1.025, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8055, loss_cls: 1.8135, loss: 1.8135, grad_norm: 5.3156 2021-02-05 12:04:47,275 - mmaction - INFO - Epoch [41][3640/3757] lr: 1.000e-02, eta: 2 days, 4:13:23, time: 2.971, data_time: 1.908, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8148, loss_cls: 1.7085, loss: 1.7085, grad_norm: 5.1549 2021-02-05 12:05:24,573 - mmaction - INFO - Epoch [41][3660/3757] lr: 1.000e-02, eta: 2 days, 4:14:09, time: 1.865, data_time: 1.419, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7953, loss_cls: 1.7482, loss: 1.7482, grad_norm: 5.5942 2021-02-05 12:06:11,801 - mmaction - INFO - Epoch [41][3680/3757] lr: 1.000e-02, eta: 2 days, 4:15:26, time: 2.362, data_time: 1.918, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7945, loss_cls: 1.7960, loss: 1.7960, grad_norm: 5.3992 2021-02-05 12:06:34,097 - mmaction - INFO - Epoch [41][3700/3757] lr: 1.000e-02, eta: 2 days, 4:15:26, time: 1.115, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8070, loss_cls: 1.7612, loss: 1.7612, grad_norm: 5.4561 2021-02-05 12:07:16,013 - mmaction - INFO - Epoch [41][3720/3757] lr: 1.000e-02, eta: 2 days, 4:16:26, time: 2.096, data_time: 1.644, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7571, loss: 1.7571, grad_norm: 5.6274 2021-02-05 12:07:48,700 - mmaction - INFO - Epoch [41][3740/3757] lr: 1.000e-02, eta: 2 days, 4:16:58, time: 1.634, data_time: 1.181, memory: 7141, top1_acc: 0.5445, top5_acc: 0.7812, loss_cls: 1.9061, loss: 1.9061, grad_norm: 5.4921 2021-02-05 12:08:22,480 - mmaction - INFO - Saving checkpoint at 41 epochs 2021-02-05 12:09:13,442 - mmaction - INFO - Epoch [42][20/3757] lr: 1.000e-02, eta: 2 days, 4:17:26, time: 2.524, data_time: 2.076, memory: 7141, top1_acc: 0.6102, top5_acc: 0.8211, loss_cls: 1.6674, loss: 1.6674, grad_norm: 5.3378 2021-02-05 12:09:22,319 - mmaction - INFO - Epoch [42][40/3757] lr: 1.000e-02, eta: 2 days, 4:16:44, time: 0.443, data_time: 0.004, memory: 7141, top1_acc: 0.6039, top5_acc: 0.8148, loss_cls: 1.6889, loss: 1.6889, grad_norm: 5.3781 2021-02-05 12:09:31,135 - mmaction - INFO - Epoch [42][60/3757] lr: 1.000e-02, eta: 2 days, 4:16:01, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8328, loss_cls: 1.6542, loss: 1.6542, grad_norm: 5.5853 2021-02-05 12:09:39,984 - mmaction - INFO - Epoch [42][80/3757] lr: 1.000e-02, eta: 2 days, 4:15:19, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6320, top5_acc: 0.8133, loss_cls: 1.6153, loss: 1.6153, grad_norm: 5.2340 2021-02-05 12:09:48,812 - mmaction - INFO - Epoch [42][100/3757] lr: 1.000e-02, eta: 2 days, 4:14:37, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8187, loss_cls: 1.6510, loss: 1.6510, grad_norm: 5.3945 2021-02-05 12:09:57,647 - mmaction - INFO - Epoch [42][120/3757] lr: 1.000e-02, eta: 2 days, 4:13:55, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.6891, loss: 1.6891, grad_norm: 5.3945 2021-02-05 12:10:06,530 - mmaction - INFO - Epoch [42][140/3757] lr: 1.000e-02, eta: 2 days, 4:13:13, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8070, loss_cls: 1.7309, loss: 1.7309, grad_norm: 5.4576 2021-02-05 12:10:15,362 - mmaction - INFO - Epoch [42][160/3757] lr: 1.000e-02, eta: 2 days, 4:12:31, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7953, loss_cls: 1.8033, loss: 1.8033, grad_norm: 5.4800 2021-02-05 12:10:24,241 - mmaction - INFO - Epoch [42][180/3757] lr: 1.000e-02, eta: 2 days, 4:11:49, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8133, loss_cls: 1.7055, loss: 1.7055, grad_norm: 5.2011 2021-02-05 12:10:33,148 - mmaction - INFO - Epoch [42][200/3757] lr: 1.000e-02, eta: 2 days, 4:11:07, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7914, loss_cls: 1.7764, loss: 1.7764, grad_norm: 5.2956 2021-02-05 12:10:42,004 - mmaction - INFO - Epoch [42][220/3757] lr: 1.000e-02, eta: 2 days, 4:10:25, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8078, loss_cls: 1.7455, loss: 1.7455, grad_norm: 5.2453 2021-02-05 12:10:50,874 - mmaction - INFO - Epoch [42][240/3757] lr: 1.000e-02, eta: 2 days, 4:09:43, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8008, loss_cls: 1.7962, loss: 1.7962, grad_norm: 5.3760 2021-02-05 12:10:59,812 - mmaction - INFO - Epoch [42][260/3757] lr: 1.000e-02, eta: 2 days, 4:09:01, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8211, loss_cls: 1.7021, loss: 1.7021, grad_norm: 5.2144 2021-02-05 12:11:08,736 - mmaction - INFO - Epoch [42][280/3757] lr: 1.000e-02, eta: 2 days, 4:08:19, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8125, loss_cls: 1.7136, loss: 1.7136, grad_norm: 5.5357 2021-02-05 12:11:17,654 - mmaction - INFO - Epoch [42][300/3757] lr: 1.000e-02, eta: 2 days, 4:07:37, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8063, loss_cls: 1.7262, loss: 1.7262, grad_norm: 5.1995 2021-02-05 12:11:26,595 - mmaction - INFO - Epoch [42][320/3757] lr: 1.000e-02, eta: 2 days, 4:06:56, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5953, top5_acc: 0.7992, loss_cls: 1.7009, loss: 1.7009, grad_norm: 5.3205 2021-02-05 12:11:35,515 - mmaction - INFO - Epoch [42][340/3757] lr: 1.000e-02, eta: 2 days, 4:06:14, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8031, loss_cls: 1.7681, loss: 1.7681, grad_norm: 5.4961 2021-02-05 12:11:44,452 - mmaction - INFO - Epoch [42][360/3757] lr: 1.000e-02, eta: 2 days, 4:05:32, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7977, loss_cls: 1.7966, loss: 1.7966, grad_norm: 5.2089 2021-02-05 12:11:53,412 - mmaction - INFO - Epoch [42][380/3757] lr: 1.000e-02, eta: 2 days, 4:04:51, time: 0.448, data_time: 0.002, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8016, loss_cls: 1.7460, loss: 1.7460, grad_norm: 5.4079 2021-02-05 12:12:02,330 - mmaction - INFO - Epoch [42][400/3757] lr: 1.000e-02, eta: 2 days, 4:04:09, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6133, top5_acc: 0.8266, loss_cls: 1.6612, loss: 1.6612, grad_norm: 5.3273 2021-02-05 12:12:11,192 - mmaction - INFO - Epoch [42][420/3757] lr: 1.000e-02, eta: 2 days, 4:03:27, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.8039, loss_cls: 1.7859, loss: 1.7859, grad_norm: 5.5990 2021-02-05 12:12:20,193 - mmaction - INFO - Epoch [42][440/3757] lr: 1.000e-02, eta: 2 days, 4:02:46, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7820, loss_cls: 1.8680, loss: 1.8680, grad_norm: 5.4193 2021-02-05 12:12:29,162 - mmaction - INFO - Epoch [42][460/3757] lr: 1.000e-02, eta: 2 days, 4:02:04, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8047, loss_cls: 1.7492, loss: 1.7492, grad_norm: 5.2543 2021-02-05 12:12:38,060 - mmaction - INFO - Epoch [42][480/3757] lr: 1.000e-02, eta: 2 days, 4:01:22, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8008, loss_cls: 1.7832, loss: 1.7832, grad_norm: 5.5022 2021-02-05 12:12:47,028 - mmaction - INFO - Epoch [42][500/3757] lr: 1.000e-02, eta: 2 days, 4:00:41, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8109, loss_cls: 1.6920, loss: 1.6920, grad_norm: 5.4775 2021-02-05 12:12:56,008 - mmaction - INFO - Epoch [42][520/3757] lr: 1.000e-02, eta: 2 days, 4:00:00, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7969, loss_cls: 1.8555, loss: 1.8555, grad_norm: 5.5851 2021-02-05 12:13:04,906 - mmaction - INFO - Epoch [42][540/3757] lr: 1.000e-02, eta: 2 days, 3:59:18, time: 0.445, data_time: 0.002, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7953, loss_cls: 1.7849, loss: 1.7849, grad_norm: 5.2838 2021-02-05 12:13:13,826 - mmaction - INFO - Epoch [42][560/3757] lr: 1.000e-02, eta: 2 days, 3:58:36, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6023, top5_acc: 0.8211, loss_cls: 1.7050, loss: 1.7050, grad_norm: 5.4349 2021-02-05 12:13:22,723 - mmaction - INFO - Epoch [42][580/3757] lr: 1.000e-02, eta: 2 days, 3:57:55, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8031, loss_cls: 1.7560, loss: 1.7560, grad_norm: 5.4484 2021-02-05 12:13:31,680 - mmaction - INFO - Epoch [42][600/3757] lr: 1.000e-02, eta: 2 days, 3:57:13, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8117, loss_cls: 1.7166, loss: 1.7166, grad_norm: 5.3432 2021-02-05 12:13:40,558 - mmaction - INFO - Epoch [42][620/3757] lr: 1.000e-02, eta: 2 days, 3:56:32, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7977, loss_cls: 1.7843, loss: 1.7843, grad_norm: 5.5259 2021-02-05 12:13:49,453 - mmaction - INFO - Epoch [42][640/3757] lr: 1.000e-02, eta: 2 days, 3:55:50, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7930, loss_cls: 1.8313, loss: 1.8313, grad_norm: 5.5540 2021-02-05 12:13:58,408 - mmaction - INFO - Epoch [42][660/3757] lr: 1.000e-02, eta: 2 days, 3:55:09, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8039, loss_cls: 1.8111, loss: 1.8111, grad_norm: 5.4607 2021-02-05 12:14:07,286 - mmaction - INFO - Epoch [42][680/3757] lr: 1.000e-02, eta: 2 days, 3:54:27, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8203, loss_cls: 1.6933, loss: 1.6933, grad_norm: 5.4374 2021-02-05 12:14:16,170 - mmaction - INFO - Epoch [42][700/3757] lr: 1.000e-02, eta: 2 days, 3:53:46, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8047, loss_cls: 1.7640, loss: 1.7640, grad_norm: 5.4323 2021-02-05 12:14:25,168 - mmaction - INFO - Epoch [42][720/3757] lr: 1.000e-02, eta: 2 days, 3:53:05, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8094, loss_cls: 1.7442, loss: 1.7442, grad_norm: 5.4756 2021-02-05 12:14:34,166 - mmaction - INFO - Epoch [42][740/3757] lr: 1.000e-02, eta: 2 days, 3:52:24, time: 0.450, data_time: 0.002, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8156, loss_cls: 1.7095, loss: 1.7095, grad_norm: 5.2586 2021-02-05 12:14:43,108 - mmaction - INFO - Epoch [42][760/3757] lr: 1.000e-02, eta: 2 days, 3:51:42, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5992, top5_acc: 0.8094, loss_cls: 1.6849, loss: 1.6849, grad_norm: 5.2967 2021-02-05 12:14:52,071 - mmaction - INFO - Epoch [42][780/3757] lr: 1.000e-02, eta: 2 days, 3:51:01, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8039, loss_cls: 1.8085, loss: 1.8085, grad_norm: 5.6406 2021-02-05 12:15:00,941 - mmaction - INFO - Epoch [42][800/3757] lr: 1.000e-02, eta: 2 days, 3:50:20, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8086, loss_cls: 1.7642, loss: 1.7642, grad_norm: 5.4876 2021-02-05 12:15:09,886 - mmaction - INFO - Epoch [42][820/3757] lr: 1.000e-02, eta: 2 days, 3:49:38, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.7511, loss: 1.7511, grad_norm: 5.6202 2021-02-05 12:15:18,851 - mmaction - INFO - Epoch [42][840/3757] lr: 1.000e-02, eta: 2 days, 3:48:57, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7906, loss_cls: 1.8357, loss: 1.8357, grad_norm: 5.3251 2021-02-05 12:15:27,789 - mmaction - INFO - Epoch [42][860/3757] lr: 1.000e-02, eta: 2 days, 3:48:16, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7961, loss_cls: 1.8285, loss: 1.8285, grad_norm: 5.4723 2021-02-05 12:15:36,799 - mmaction - INFO - Epoch [42][880/3757] lr: 1.000e-02, eta: 2 days, 3:47:35, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8023, loss_cls: 1.7460, loss: 1.7460, grad_norm: 5.8867 2021-02-05 12:15:45,696 - mmaction - INFO - Epoch [42][900/3757] lr: 1.000e-02, eta: 2 days, 3:46:54, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8008, loss_cls: 1.7946, loss: 1.7946, grad_norm: 5.7028 2021-02-05 12:15:54,659 - mmaction - INFO - Epoch [42][920/3757] lr: 1.000e-02, eta: 2 days, 3:46:13, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7945, loss_cls: 1.8108, loss: 1.8108, grad_norm: 5.4407 2021-02-05 12:16:03,653 - mmaction - INFO - Epoch [42][940/3757] lr: 1.000e-02, eta: 2 days, 3:45:32, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7930, loss_cls: 1.8484, loss: 1.8484, grad_norm: 5.5869 2021-02-05 12:16:12,589 - mmaction - INFO - Epoch [42][960/3757] lr: 1.000e-02, eta: 2 days, 3:44:51, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8078, loss_cls: 1.7997, loss: 1.7997, grad_norm: 5.4553 2021-02-05 12:16:21,589 - mmaction - INFO - Epoch [42][980/3757] lr: 1.000e-02, eta: 2 days, 3:44:10, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6078, top5_acc: 0.8156, loss_cls: 1.6673, loss: 1.6673, grad_norm: 5.5306 2021-02-05 12:16:30,540 - mmaction - INFO - Epoch [42][1000/3757] lr: 1.000e-02, eta: 2 days, 3:43:29, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8141, loss_cls: 1.7302, loss: 1.7302, grad_norm: 5.5689 2021-02-05 12:16:39,512 - mmaction - INFO - Epoch [42][1020/3757] lr: 1.000e-02, eta: 2 days, 3:42:48, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8008, loss_cls: 1.7302, loss: 1.7302, grad_norm: 5.3325 2021-02-05 12:16:48,361 - mmaction - INFO - Epoch [42][1040/3757] lr: 1.000e-02, eta: 2 days, 3:42:06, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.7977, loss_cls: 1.7578, loss: 1.7578, grad_norm: 5.4511 2021-02-05 12:16:57,274 - mmaction - INFO - Epoch [42][1060/3757] lr: 1.000e-02, eta: 2 days, 3:41:25, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7937, loss_cls: 1.8016, loss: 1.8016, grad_norm: 5.3820 2021-02-05 12:17:06,240 - mmaction - INFO - Epoch [42][1080/3757] lr: 1.000e-02, eta: 2 days, 3:40:44, time: 0.449, data_time: 0.002, memory: 7141, top1_acc: 0.5922, top5_acc: 0.7977, loss_cls: 1.7777, loss: 1.7777, grad_norm: 5.2030 2021-02-05 12:17:15,186 - mmaction - INFO - Epoch [42][1100/3757] lr: 1.000e-02, eta: 2 days, 3:40:03, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7977, loss_cls: 1.7897, loss: 1.7897, grad_norm: 5.3803 2021-02-05 12:17:24,076 - mmaction - INFO - Epoch [42][1120/3757] lr: 1.000e-02, eta: 2 days, 3:39:22, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8117, loss_cls: 1.7080, loss: 1.7080, grad_norm: 5.3688 2021-02-05 12:17:32,970 - mmaction - INFO - Epoch [42][1140/3757] lr: 1.000e-02, eta: 2 days, 3:38:41, time: 0.445, data_time: 0.003, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8055, loss_cls: 1.7170, loss: 1.7170, grad_norm: 5.4103 2021-02-05 12:17:41,897 - mmaction - INFO - Epoch [42][1160/3757] lr: 1.000e-02, eta: 2 days, 3:38:00, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7992, loss_cls: 1.8489, loss: 1.8489, grad_norm: 5.4368 2021-02-05 12:17:50,847 - mmaction - INFO - Epoch [42][1180/3757] lr: 1.000e-02, eta: 2 days, 3:37:19, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8039, loss_cls: 1.7854, loss: 1.7854, grad_norm: 5.5642 2021-02-05 12:17:59,793 - mmaction - INFO - Epoch [42][1200/3757] lr: 1.000e-02, eta: 2 days, 3:36:38, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7953, loss_cls: 1.7990, loss: 1.7990, grad_norm: 5.4768 2021-02-05 12:18:08,819 - mmaction - INFO - Epoch [42][1220/3757] lr: 1.000e-02, eta: 2 days, 3:35:58, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8219, loss_cls: 1.7753, loss: 1.7753, grad_norm: 5.6663 2021-02-05 12:18:17,696 - mmaction - INFO - Epoch [42][1240/3757] lr: 1.000e-02, eta: 2 days, 3:35:17, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7723, loss: 1.7723, grad_norm: 5.5309 2021-02-05 12:18:26,631 - mmaction - INFO - Epoch [42][1260/3757] lr: 1.000e-02, eta: 2 days, 3:34:36, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7859, loss_cls: 1.8596, loss: 1.8596, grad_norm: 5.6649 2021-02-05 12:18:35,595 - mmaction - INFO - Epoch [42][1280/3757] lr: 1.000e-02, eta: 2 days, 3:33:55, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7742, loss_cls: 1.8920, loss: 1.8920, grad_norm: 5.4380 2021-02-05 12:18:44,685 - mmaction - INFO - Epoch [42][1300/3757] lr: 1.000e-02, eta: 2 days, 3:33:15, time: 0.454, data_time: 0.001, memory: 7141, top1_acc: 0.6055, top5_acc: 0.8078, loss_cls: 1.6977, loss: 1.6977, grad_norm: 5.2284 2021-02-05 12:18:53,550 - mmaction - INFO - Epoch [42][1320/3757] lr: 1.000e-02, eta: 2 days, 3:32:34, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.8117, loss_cls: 1.7749, loss: 1.7749, grad_norm: 5.3227 2021-02-05 12:19:02,545 - mmaction - INFO - Epoch [42][1340/3757] lr: 1.000e-02, eta: 2 days, 3:31:53, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8219, loss_cls: 1.6699, loss: 1.6699, grad_norm: 5.3908 2021-02-05 12:19:11,444 - mmaction - INFO - Epoch [42][1360/3757] lr: 1.000e-02, eta: 2 days, 3:31:12, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8125, loss_cls: 1.7207, loss: 1.7207, grad_norm: 5.5531 2021-02-05 12:19:20,370 - mmaction - INFO - Epoch [42][1380/3757] lr: 1.000e-02, eta: 2 days, 3:30:31, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5984, top5_acc: 0.7984, loss_cls: 1.7615, loss: 1.7615, grad_norm: 5.4707 2021-02-05 12:19:29,336 - mmaction - INFO - Epoch [42][1400/3757] lr: 1.000e-02, eta: 2 days, 3:29:51, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7945, loss_cls: 1.8354, loss: 1.8354, grad_norm: 5.6370 2021-02-05 12:19:38,245 - mmaction - INFO - Epoch [42][1420/3757] lr: 1.000e-02, eta: 2 days, 3:29:10, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7930, loss_cls: 1.8328, loss: 1.8328, grad_norm: 5.5926 2021-02-05 12:19:47,201 - mmaction - INFO - Epoch [42][1440/3757] lr: 1.000e-02, eta: 2 days, 3:28:29, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8055, loss_cls: 1.7775, loss: 1.7775, grad_norm: 5.5647 2021-02-05 12:19:56,123 - mmaction - INFO - Epoch [42][1460/3757] lr: 1.000e-02, eta: 2 days, 3:27:48, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7883, loss_cls: 1.8090, loss: 1.8090, grad_norm: 5.4706 2021-02-05 12:20:05,066 - mmaction - INFO - Epoch [42][1480/3757] lr: 1.000e-02, eta: 2 days, 3:27:08, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7961, loss_cls: 1.7509, loss: 1.7509, grad_norm: 5.1117 2021-02-05 12:20:13,999 - mmaction - INFO - Epoch [42][1500/3757] lr: 1.000e-02, eta: 2 days, 3:26:27, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7875, loss_cls: 1.8420, loss: 1.8420, grad_norm: 5.3474 2021-02-05 12:20:22,942 - mmaction - INFO - Epoch [42][1520/3757] lr: 1.000e-02, eta: 2 days, 3:25:47, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7937, loss_cls: 1.7917, loss: 1.7917, grad_norm: 5.2844 2021-02-05 12:20:31,940 - mmaction - INFO - Epoch [42][1540/3757] lr: 1.000e-02, eta: 2 days, 3:25:06, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7992, loss_cls: 1.7564, loss: 1.7564, grad_norm: 5.3006 2021-02-05 12:20:40,881 - mmaction - INFO - Epoch [42][1560/3757] lr: 1.000e-02, eta: 2 days, 3:24:25, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7828, loss_cls: 1.8146, loss: 1.8146, grad_norm: 5.4128 2021-02-05 12:20:49,767 - mmaction - INFO - Epoch [42][1580/3757] lr: 1.000e-02, eta: 2 days, 3:23:45, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7961, loss_cls: 1.7792, loss: 1.7792, grad_norm: 5.4486 2021-02-05 12:20:58,643 - mmaction - INFO - Epoch [42][1600/3757] lr: 1.000e-02, eta: 2 days, 3:23:04, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8109, loss_cls: 1.7552, loss: 1.7552, grad_norm: 5.3656 2021-02-05 12:21:07,579 - mmaction - INFO - Epoch [42][1620/3757] lr: 1.000e-02, eta: 2 days, 3:22:23, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6055, top5_acc: 0.8102, loss_cls: 1.6945, loss: 1.6945, grad_norm: 5.2993 2021-02-05 12:21:16,522 - mmaction - INFO - Epoch [42][1640/3757] lr: 1.000e-02, eta: 2 days, 3:21:43, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8078, loss_cls: 1.7004, loss: 1.7004, grad_norm: 5.3521 2021-02-05 12:21:25,495 - mmaction - INFO - Epoch [42][1660/3757] lr: 1.000e-02, eta: 2 days, 3:21:03, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8000, loss_cls: 1.7910, loss: 1.7910, grad_norm: 5.3927 2021-02-05 12:21:34,396 - mmaction - INFO - Epoch [42][1680/3757] lr: 1.000e-02, eta: 2 days, 3:20:22, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7797, loss_cls: 1.8572, loss: 1.8572, grad_norm: 5.2746 2021-02-05 12:21:43,373 - mmaction - INFO - Epoch [42][1700/3757] lr: 1.000e-02, eta: 2 days, 3:19:42, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8094, loss_cls: 1.7550, loss: 1.7550, grad_norm: 5.3703 2021-02-05 12:21:52,321 - mmaction - INFO - Epoch [42][1720/3757] lr: 1.000e-02, eta: 2 days, 3:19:01, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.7212, loss: 1.7212, grad_norm: 5.2698 2021-02-05 12:22:01,213 - mmaction - INFO - Epoch [42][1740/3757] lr: 1.000e-02, eta: 2 days, 3:18:21, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8086, loss_cls: 1.7528, loss: 1.7528, grad_norm: 5.4036 2021-02-05 12:22:10,135 - mmaction - INFO - Epoch [42][1760/3757] lr: 1.000e-02, eta: 2 days, 3:17:40, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7867, loss_cls: 1.8604, loss: 1.8604, grad_norm: 5.4596 2021-02-05 12:22:19,066 - mmaction - INFO - Epoch [42][1780/3757] lr: 1.000e-02, eta: 2 days, 3:17:00, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7898, loss_cls: 1.8309, loss: 1.8309, grad_norm: 5.4775 2021-02-05 12:22:27,941 - mmaction - INFO - Epoch [42][1800/3757] lr: 1.000e-02, eta: 2 days, 3:16:19, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6086, top5_acc: 0.8133, loss_cls: 1.7114, loss: 1.7114, grad_norm: 5.1544 2021-02-05 12:22:36,838 - mmaction - INFO - Epoch [42][1820/3757] lr: 1.000e-02, eta: 2 days, 3:15:39, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8000, loss_cls: 1.7832, loss: 1.7832, grad_norm: 5.2771 2021-02-05 12:22:45,732 - mmaction - INFO - Epoch [42][1840/3757] lr: 1.000e-02, eta: 2 days, 3:14:58, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8008, loss_cls: 1.7806, loss: 1.7806, grad_norm: 5.4570 2021-02-05 12:22:54,683 - mmaction - INFO - Epoch [42][1860/3757] lr: 1.000e-02, eta: 2 days, 3:14:18, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8102, loss_cls: 1.7318, loss: 1.7318, grad_norm: 5.2816 2021-02-05 12:23:03,611 - mmaction - INFO - Epoch [42][1880/3757] lr: 1.000e-02, eta: 2 days, 3:13:37, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.7906, loss_cls: 1.7897, loss: 1.7897, grad_norm: 5.4844 2021-02-05 12:23:12,524 - mmaction - INFO - Epoch [42][1900/3757] lr: 1.000e-02, eta: 2 days, 3:12:57, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8156, loss_cls: 1.7232, loss: 1.7232, grad_norm: 5.2761 2021-02-05 12:23:21,487 - mmaction - INFO - Epoch [42][1920/3757] lr: 1.000e-02, eta: 2 days, 3:12:17, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7992, loss_cls: 1.7085, loss: 1.7085, grad_norm: 5.3808 2021-02-05 12:23:30,454 - mmaction - INFO - Epoch [42][1940/3757] lr: 1.000e-02, eta: 2 days, 3:11:37, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7977, loss_cls: 1.8290, loss: 1.8290, grad_norm: 5.5078 2021-02-05 12:23:39,380 - mmaction - INFO - Epoch [42][1960/3757] lr: 1.000e-02, eta: 2 days, 3:10:56, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8008, loss_cls: 1.7868, loss: 1.7868, grad_norm: 5.4267 2021-02-05 12:23:48,286 - mmaction - INFO - Epoch [42][1980/3757] lr: 1.000e-02, eta: 2 days, 3:10:16, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7992, loss_cls: 1.7798, loss: 1.7798, grad_norm: 5.2865 2021-02-05 12:23:57,201 - mmaction - INFO - Epoch [42][2000/3757] lr: 1.000e-02, eta: 2 days, 3:09:36, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7984, loss_cls: 1.7856, loss: 1.7856, grad_norm: 5.3459 2021-02-05 12:24:06,145 - mmaction - INFO - Epoch [42][2020/3757] lr: 1.000e-02, eta: 2 days, 3:08:56, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5586, top5_acc: 0.8039, loss_cls: 1.7891, loss: 1.7891, grad_norm: 5.3643 2021-02-05 12:24:15,079 - mmaction - INFO - Epoch [42][2040/3757] lr: 1.000e-02, eta: 2 days, 3:08:15, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.8031, loss_cls: 1.8002, loss: 1.8002, grad_norm: 5.4549 2021-02-05 12:24:24,021 - mmaction - INFO - Epoch [42][2060/3757] lr: 1.000e-02, eta: 2 days, 3:07:35, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7828, loss_cls: 1.8758, loss: 1.8758, grad_norm: 5.3277 2021-02-05 12:24:32,924 - mmaction - INFO - Epoch [42][2080/3757] lr: 1.000e-02, eta: 2 days, 3:06:55, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.8023, loss_cls: 1.7867, loss: 1.7867, grad_norm: 5.0971 2021-02-05 12:24:41,792 - mmaction - INFO - Epoch [42][2100/3757] lr: 1.000e-02, eta: 2 days, 3:06:15, time: 0.443, data_time: 0.002, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7898, loss_cls: 1.8552, loss: 1.8552, grad_norm: 5.2143 2021-02-05 12:24:50,694 - mmaction - INFO - Epoch [42][2120/3757] lr: 1.000e-02, eta: 2 days, 3:05:34, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7961, loss_cls: 1.7909, loss: 1.7909, grad_norm: 5.2222 2021-02-05 12:24:59,605 - mmaction - INFO - Epoch [42][2140/3757] lr: 1.000e-02, eta: 2 days, 3:04:54, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7937, loss_cls: 1.8461, loss: 1.8461, grad_norm: 5.3485 2021-02-05 12:25:08,492 - mmaction - INFO - Epoch [42][2160/3757] lr: 1.000e-02, eta: 2 days, 3:04:14, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8063, loss_cls: 1.7254, loss: 1.7254, grad_norm: 5.1704 2021-02-05 12:25:17,415 - mmaction - INFO - Epoch [42][2180/3757] lr: 1.000e-02, eta: 2 days, 3:03:34, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8031, loss_cls: 1.7868, loss: 1.7868, grad_norm: 5.3519 2021-02-05 12:25:26,430 - mmaction - INFO - Epoch [42][2200/3757] lr: 1.000e-02, eta: 2 days, 3:02:54, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8078, loss_cls: 1.7859, loss: 1.7859, grad_norm: 5.2696 2021-02-05 12:25:35,345 - mmaction - INFO - Epoch [42][2220/3757] lr: 1.000e-02, eta: 2 days, 3:02:14, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7906, loss_cls: 1.8036, loss: 1.8036, grad_norm: 5.4152 2021-02-05 12:25:44,238 - mmaction - INFO - Epoch [42][2240/3757] lr: 1.000e-02, eta: 2 days, 3:01:34, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7867, loss_cls: 1.8317, loss: 1.8317, grad_norm: 5.3292 2021-02-05 12:25:53,142 - mmaction - INFO - Epoch [42][2260/3757] lr: 1.000e-02, eta: 2 days, 3:00:54, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8133, loss_cls: 1.7486, loss: 1.7486, grad_norm: 5.2957 2021-02-05 12:26:02,075 - mmaction - INFO - Epoch [42][2280/3757] lr: 1.000e-02, eta: 2 days, 3:00:14, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.8055, loss_cls: 1.7953, loss: 1.7953, grad_norm: 5.6260 2021-02-05 12:26:10,958 - mmaction - INFO - Epoch [42][2300/3757] lr: 1.000e-02, eta: 2 days, 2:59:34, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7961, loss_cls: 1.8087, loss: 1.8087, grad_norm: 5.3196 2021-02-05 12:26:19,803 - mmaction - INFO - Epoch [42][2320/3757] lr: 1.000e-02, eta: 2 days, 2:58:53, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7961, loss_cls: 1.7982, loss: 1.7982, grad_norm: 5.2451 2021-02-05 12:26:28,749 - mmaction - INFO - Epoch [42][2340/3757] lr: 1.000e-02, eta: 2 days, 2:58:13, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5969, top5_acc: 0.7984, loss_cls: 1.7389, loss: 1.7389, grad_norm: 5.2488 2021-02-05 12:26:37,734 - mmaction - INFO - Epoch [42][2360/3757] lr: 1.000e-02, eta: 2 days, 2:57:34, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8078, loss_cls: 1.7467, loss: 1.7467, grad_norm: 5.4714 2021-02-05 12:26:46,674 - mmaction - INFO - Epoch [42][2380/3757] lr: 1.000e-02, eta: 2 days, 2:56:54, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8063, loss_cls: 1.7638, loss: 1.7638, grad_norm: 5.4495 2021-02-05 12:26:55,594 - mmaction - INFO - Epoch [42][2400/3757] lr: 1.000e-02, eta: 2 days, 2:56:14, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8164, loss_cls: 1.7077, loss: 1.7077, grad_norm: 5.3204 2021-02-05 12:27:04,454 - mmaction - INFO - Epoch [42][2420/3757] lr: 1.000e-02, eta: 2 days, 2:55:34, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8055, loss_cls: 1.7486, loss: 1.7486, grad_norm: 5.3156 2021-02-05 12:27:13,422 - mmaction - INFO - Epoch [42][2440/3757] lr: 1.000e-02, eta: 2 days, 2:54:54, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8133, loss_cls: 1.7697, loss: 1.7697, grad_norm: 5.4326 2021-02-05 12:27:22,381 - mmaction - INFO - Epoch [42][2460/3757] lr: 1.000e-02, eta: 2 days, 2:54:14, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8109, loss_cls: 1.7329, loss: 1.7329, grad_norm: 5.4441 2021-02-05 12:27:31,289 - mmaction - INFO - Epoch [42][2480/3757] lr: 1.000e-02, eta: 2 days, 2:53:34, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.8023, loss_cls: 1.7946, loss: 1.7946, grad_norm: 5.5578 2021-02-05 12:27:40,200 - mmaction - INFO - Epoch [42][2500/3757] lr: 1.000e-02, eta: 2 days, 2:52:54, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8023, loss_cls: 1.7704, loss: 1.7704, grad_norm: 5.4519 2021-02-05 12:27:49,121 - mmaction - INFO - Epoch [42][2520/3757] lr: 1.000e-02, eta: 2 days, 2:52:15, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5586, top5_acc: 0.8047, loss_cls: 1.8387, loss: 1.8387, grad_norm: 5.5300 2021-02-05 12:27:58,055 - mmaction - INFO - Epoch [42][2540/3757] lr: 1.000e-02, eta: 2 days, 2:51:35, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8000, loss_cls: 1.8079, loss: 1.8079, grad_norm: 5.6407 2021-02-05 12:28:06,951 - mmaction - INFO - Epoch [42][2560/3757] lr: 1.000e-02, eta: 2 days, 2:50:55, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8125, loss_cls: 1.6823, loss: 1.6823, grad_norm: 5.0983 2021-02-05 12:28:15,864 - mmaction - INFO - Epoch [42][2580/3757] lr: 1.000e-02, eta: 2 days, 2:50:15, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8117, loss_cls: 1.7427, loss: 1.7427, grad_norm: 5.2645 2021-02-05 12:28:24,735 - mmaction - INFO - Epoch [42][2600/3757] lr: 1.000e-02, eta: 2 days, 2:49:35, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.6892, loss: 1.6892, grad_norm: 5.1713 2021-02-05 12:28:33,628 - mmaction - INFO - Epoch [42][2620/3757] lr: 1.000e-02, eta: 2 days, 2:48:55, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8008, loss_cls: 1.7986, loss: 1.7986, grad_norm: 5.5704 2021-02-05 12:28:42,542 - mmaction - INFO - Epoch [42][2640/3757] lr: 1.000e-02, eta: 2 days, 2:48:16, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8156, loss_cls: 1.7256, loss: 1.7256, grad_norm: 5.5327 2021-02-05 12:28:51,440 - mmaction - INFO - Epoch [42][2660/3757] lr: 1.000e-02, eta: 2 days, 2:47:36, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8023, loss_cls: 1.7586, loss: 1.7586, grad_norm: 5.4625 2021-02-05 12:29:00,344 - mmaction - INFO - Epoch [42][2680/3757] lr: 1.000e-02, eta: 2 days, 2:46:56, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8117, loss_cls: 1.7499, loss: 1.7499, grad_norm: 5.3179 2021-02-05 12:29:09,318 - mmaction - INFO - Epoch [42][2700/3757] lr: 1.000e-02, eta: 2 days, 2:46:17, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8148, loss_cls: 1.7115, loss: 1.7115, grad_norm: 5.3251 2021-02-05 12:29:18,172 - mmaction - INFO - Epoch [42][2720/3757] lr: 1.000e-02, eta: 2 days, 2:45:37, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7906, loss_cls: 1.8333, loss: 1.8333, grad_norm: 5.3716 2021-02-05 12:29:27,124 - mmaction - INFO - Epoch [42][2740/3757] lr: 1.000e-02, eta: 2 days, 2:44:57, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7969, loss_cls: 1.8004, loss: 1.8004, grad_norm: 5.5109 2021-02-05 12:29:36,019 - mmaction - INFO - Epoch [42][2760/3757] lr: 1.000e-02, eta: 2 days, 2:44:18, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7953, loss_cls: 1.8760, loss: 1.8760, grad_norm: 5.5765 2021-02-05 12:29:44,934 - mmaction - INFO - Epoch [42][2780/3757] lr: 1.000e-02, eta: 2 days, 2:43:38, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8156, loss_cls: 1.7381, loss: 1.7381, grad_norm: 5.1611 2021-02-05 12:29:53,859 - mmaction - INFO - Epoch [42][2800/3757] lr: 1.000e-02, eta: 2 days, 2:42:58, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7961, loss_cls: 1.7794, loss: 1.7794, grad_norm: 5.3269 2021-02-05 12:30:02,747 - mmaction - INFO - Epoch [42][2820/3757] lr: 1.000e-02, eta: 2 days, 2:42:19, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7719, loss_cls: 1.9142, loss: 1.9142, grad_norm: 5.4268 2021-02-05 12:30:11,710 - mmaction - INFO - Epoch [42][2840/3757] lr: 1.000e-02, eta: 2 days, 2:41:39, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7961, loss_cls: 1.7953, loss: 1.7953, grad_norm: 5.3318 2021-02-05 12:30:20,624 - mmaction - INFO - Epoch [42][2860/3757] lr: 1.000e-02, eta: 2 days, 2:41:00, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.8031, loss_cls: 1.8106, loss: 1.8106, grad_norm: 5.4619 2021-02-05 12:30:29,530 - mmaction - INFO - Epoch [42][2880/3757] lr: 1.000e-02, eta: 2 days, 2:40:20, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8094, loss_cls: 1.6984, loss: 1.6984, grad_norm: 5.2602 2021-02-05 12:30:38,537 - mmaction - INFO - Epoch [42][2900/3757] lr: 1.000e-02, eta: 2 days, 2:39:41, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8078, loss_cls: 1.7514, loss: 1.7514, grad_norm: 5.5736 2021-02-05 12:30:47,446 - mmaction - INFO - Epoch [42][2920/3757] lr: 1.000e-02, eta: 2 days, 2:39:01, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7953, loss_cls: 1.8008, loss: 1.8008, grad_norm: 5.5664 2021-02-05 12:30:56,461 - mmaction - INFO - Epoch [42][2940/3757] lr: 1.000e-02, eta: 2 days, 2:38:22, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7906, loss_cls: 1.8806, loss: 1.8806, grad_norm: 5.5400 2021-02-05 12:31:05,402 - mmaction - INFO - Epoch [42][2960/3757] lr: 1.000e-02, eta: 2 days, 2:37:43, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7930, loss_cls: 1.8911, loss: 1.8911, grad_norm: 5.5879 2021-02-05 12:31:14,334 - mmaction - INFO - Epoch [42][2980/3757] lr: 1.000e-02, eta: 2 days, 2:37:03, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8109, loss_cls: 1.7199, loss: 1.7199, grad_norm: 5.4717 2021-02-05 12:31:23,308 - mmaction - INFO - Epoch [42][3000/3757] lr: 1.000e-02, eta: 2 days, 2:36:24, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7875, loss_cls: 1.8150, loss: 1.8150, grad_norm: 5.5601 2021-02-05 12:31:32,241 - mmaction - INFO - Epoch [42][3020/3757] lr: 1.000e-02, eta: 2 days, 2:35:45, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8102, loss_cls: 1.7425, loss: 1.7425, grad_norm: 5.4050 2021-02-05 12:31:41,162 - mmaction - INFO - Epoch [42][3040/3757] lr: 1.000e-02, eta: 2 days, 2:35:05, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.8156, loss_cls: 1.7801, loss: 1.7801, grad_norm: 5.3909 2021-02-05 12:31:49,994 - mmaction - INFO - Epoch [42][3060/3757] lr: 1.000e-02, eta: 2 days, 2:34:25, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8031, loss_cls: 1.7071, loss: 1.7071, grad_norm: 5.2486 2021-02-05 12:31:58,925 - mmaction - INFO - Epoch [42][3080/3757] lr: 1.000e-02, eta: 2 days, 2:33:46, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7797, loss_cls: 1.8659, loss: 1.8659, grad_norm: 5.4994 2021-02-05 12:32:07,855 - mmaction - INFO - Epoch [42][3100/3757] lr: 1.000e-02, eta: 2 days, 2:33:07, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7852, loss_cls: 1.8720, loss: 1.8720, grad_norm: 5.3517 2021-02-05 12:32:16,757 - mmaction - INFO - Epoch [42][3120/3757] lr: 1.000e-02, eta: 2 days, 2:32:27, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.7945, loss_cls: 1.7937, loss: 1.7937, grad_norm: 5.2342 2021-02-05 12:32:25,746 - mmaction - INFO - Epoch [42][3140/3757] lr: 1.000e-02, eta: 2 days, 2:31:48, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8148, loss_cls: 1.7420, loss: 1.7420, grad_norm: 5.3211 2021-02-05 12:32:34,610 - mmaction - INFO - Epoch [42][3160/3757] lr: 1.000e-02, eta: 2 days, 2:31:09, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5398, top5_acc: 0.7836, loss_cls: 1.9164, loss: 1.9164, grad_norm: 5.6091 2021-02-05 12:32:43,457 - mmaction - INFO - Epoch [42][3180/3757] lr: 1.000e-02, eta: 2 days, 2:30:29, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7883, loss_cls: 1.8391, loss: 1.8391, grad_norm: 5.3745 2021-02-05 12:32:52,364 - mmaction - INFO - Epoch [42][3200/3757] lr: 1.000e-02, eta: 2 days, 2:29:50, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8000, loss_cls: 1.7654, loss: 1.7654, grad_norm: 5.2948 2021-02-05 12:33:01,299 - mmaction - INFO - Epoch [42][3220/3757] lr: 1.000e-02, eta: 2 days, 2:29:11, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7953, loss_cls: 1.7900, loss: 1.7900, grad_norm: 5.2064 2021-02-05 12:33:10,179 - mmaction - INFO - Epoch [42][3240/3757] lr: 1.000e-02, eta: 2 days, 2:28:31, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5969, top5_acc: 0.7992, loss_cls: 1.7249, loss: 1.7249, grad_norm: 5.3124 2021-02-05 12:33:19,122 - mmaction - INFO - Epoch [42][3260/3757] lr: 1.000e-02, eta: 2 days, 2:27:52, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8203, loss_cls: 1.7120, loss: 1.7120, grad_norm: 5.4833 2021-02-05 12:33:28,037 - mmaction - INFO - Epoch [42][3280/3757] lr: 1.000e-02, eta: 2 days, 2:27:13, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.8039, loss_cls: 1.7790, loss: 1.7790, grad_norm: 5.2860 2021-02-05 12:33:36,936 - mmaction - INFO - Epoch [42][3300/3757] lr: 1.000e-02, eta: 2 days, 2:26:34, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.8023, loss_cls: 1.8341, loss: 1.8341, grad_norm: 5.3450 2021-02-05 12:33:45,916 - mmaction - INFO - Epoch [42][3320/3757] lr: 1.000e-02, eta: 2 days, 2:25:55, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8008, loss_cls: 1.7621, loss: 1.7621, grad_norm: 5.3143 2021-02-05 12:33:54,904 - mmaction - INFO - Epoch [42][3340/3757] lr: 1.000e-02, eta: 2 days, 2:25:16, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7930, loss_cls: 1.8880, loss: 1.8880, grad_norm: 5.4714 2021-02-05 12:34:03,800 - mmaction - INFO - Epoch [42][3360/3757] lr: 1.000e-02, eta: 2 days, 2:24:37, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7961, loss_cls: 1.8224, loss: 1.8224, grad_norm: 5.4669 2021-02-05 12:34:12,724 - mmaction - INFO - Epoch [42][3380/3757] lr: 1.000e-02, eta: 2 days, 2:23:58, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8219, loss_cls: 1.6949, loss: 1.6949, grad_norm: 5.2193 2021-02-05 12:34:21,696 - mmaction - INFO - Epoch [42][3400/3757] lr: 1.000e-02, eta: 2 days, 2:23:19, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8047, loss_cls: 1.7373, loss: 1.7373, grad_norm: 5.3205 2021-02-05 12:34:30,543 - mmaction - INFO - Epoch [42][3420/3757] lr: 1.000e-02, eta: 2 days, 2:22:39, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7797, loss_cls: 1.8405, loss: 1.8405, grad_norm: 5.4458 2021-02-05 12:34:39,511 - mmaction - INFO - Epoch [42][3440/3757] lr: 1.000e-02, eta: 2 days, 2:22:00, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8117, loss_cls: 1.7425, loss: 1.7425, grad_norm: 5.5532 2021-02-05 12:34:48,523 - mmaction - INFO - Epoch [42][3460/3757] lr: 1.000e-02, eta: 2 days, 2:21:22, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.8591, loss: 1.8591, grad_norm: 5.3980 2021-02-05 12:34:57,389 - mmaction - INFO - Epoch [42][3480/3757] lr: 1.000e-02, eta: 2 days, 2:20:42, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6188, top5_acc: 0.8164, loss_cls: 1.6626, loss: 1.6626, grad_norm: 5.2407 2021-02-05 12:35:06,277 - mmaction - INFO - Epoch [42][3500/3757] lr: 1.000e-02, eta: 2 days, 2:20:03, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8219, loss_cls: 1.6817, loss: 1.6817, grad_norm: 5.2276 2021-02-05 12:35:15,180 - mmaction - INFO - Epoch [42][3520/3757] lr: 1.000e-02, eta: 2 days, 2:19:24, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8039, loss_cls: 1.7192, loss: 1.7192, grad_norm: 5.2929 2021-02-05 12:35:24,098 - mmaction - INFO - Epoch [42][3540/3757] lr: 1.000e-02, eta: 2 days, 2:18:45, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7953, loss_cls: 1.8126, loss: 1.8126, grad_norm: 5.5329 2021-02-05 12:35:33,154 - mmaction - INFO - Epoch [42][3560/3757] lr: 1.000e-02, eta: 2 days, 2:18:07, time: 0.453, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8000, loss_cls: 1.8048, loss: 1.8048, grad_norm: 5.3758 2021-02-05 12:35:42,099 - mmaction - INFO - Epoch [42][3580/3757] lr: 1.000e-02, eta: 2 days, 2:17:28, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7984, loss_cls: 1.8304, loss: 1.8304, grad_norm: 5.4472 2021-02-05 12:35:50,967 - mmaction - INFO - Epoch [42][3600/3757] lr: 1.000e-02, eta: 2 days, 2:16:49, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.8117, loss: 1.8117, grad_norm: 5.4287 2021-02-05 12:35:59,926 - mmaction - INFO - Epoch [42][3620/3757] lr: 1.000e-02, eta: 2 days, 2:16:10, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.7669, loss: 1.7669, grad_norm: 5.4675 2021-02-05 12:36:08,863 - mmaction - INFO - Epoch [42][3640/3757] lr: 1.000e-02, eta: 2 days, 2:15:31, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7867, loss_cls: 1.8637, loss: 1.8637, grad_norm: 5.2823 2021-02-05 12:36:17,778 - mmaction - INFO - Epoch [42][3660/3757] lr: 1.000e-02, eta: 2 days, 2:14:52, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.8008, loss_cls: 1.8332, loss: 1.8332, grad_norm: 5.3696 2021-02-05 12:36:26,646 - mmaction - INFO - Epoch [42][3680/3757] lr: 1.000e-02, eta: 2 days, 2:14:13, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.8000, loss_cls: 1.7966, loss: 1.7966, grad_norm: 5.4489 2021-02-05 12:36:35,567 - mmaction - INFO - Epoch [42][3700/3757] lr: 1.000e-02, eta: 2 days, 2:13:34, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8141, loss_cls: 1.7087, loss: 1.7087, grad_norm: 5.3356 2021-02-05 12:36:44,554 - mmaction - INFO - Epoch [42][3720/3757] lr: 1.000e-02, eta: 2 days, 2:12:55, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7898, loss_cls: 1.8331, loss: 1.8331, grad_norm: 5.5384 2021-02-05 12:36:53,426 - mmaction - INFO - Epoch [42][3740/3757] lr: 1.000e-02, eta: 2 days, 2:12:16, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8094, loss_cls: 1.7227, loss: 1.7227, grad_norm: 5.2868 2021-02-05 12:37:01,525 - mmaction - INFO - Saving checkpoint at 42 epochs 2021-02-05 12:37:27,631 - mmaction - INFO - Epoch [43][20/3757] lr: 1.000e-02, eta: 2 days, 2:11:28, time: 1.237, data_time: 0.733, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8391, loss_cls: 1.5906, loss: 1.5906, grad_norm: 5.1231 2021-02-05 12:37:36,517 - mmaction - INFO - Epoch [43][40/3757] lr: 1.000e-02, eta: 2 days, 2:10:50, time: 0.444, data_time: 0.002, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8156, loss_cls: 1.6814, loss: 1.6814, grad_norm: 5.3681 2021-02-05 12:37:45,411 - mmaction - INFO - Epoch [43][60/3757] lr: 1.000e-02, eta: 2 days, 2:10:11, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6258, top5_acc: 0.8391, loss_cls: 1.5486, loss: 1.5486, grad_norm: 5.2562 2021-02-05 12:37:54,281 - mmaction - INFO - Epoch [43][80/3757] lr: 1.000e-02, eta: 2 days, 2:09:32, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7969, loss_cls: 1.7732, loss: 1.7732, grad_norm: 5.3950 2021-02-05 12:38:03,247 - mmaction - INFO - Epoch [43][100/3757] lr: 1.000e-02, eta: 2 days, 2:08:53, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7969, loss_cls: 1.8090, loss: 1.8090, grad_norm: 5.3786 2021-02-05 12:38:12,195 - mmaction - INFO - Epoch [43][120/3757] lr: 1.000e-02, eta: 2 days, 2:08:15, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6078, top5_acc: 0.8109, loss_cls: 1.6511, loss: 1.6511, grad_norm: 5.2725 2021-02-05 12:38:21,183 - mmaction - INFO - Epoch [43][140/3757] lr: 1.000e-02, eta: 2 days, 2:07:36, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8102, loss_cls: 1.8049, loss: 1.8049, grad_norm: 5.5202 2021-02-05 12:38:30,168 - mmaction - INFO - Epoch [43][160/3757] lr: 1.000e-02, eta: 2 days, 2:06:58, time: 0.450, data_time: 0.003, memory: 7141, top1_acc: 0.6055, top5_acc: 0.8164, loss_cls: 1.6780, loss: 1.6780, grad_norm: 5.2784 2021-02-05 12:38:39,088 - mmaction - INFO - Epoch [43][180/3757] lr: 1.000e-02, eta: 2 days, 2:06:19, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8187, loss_cls: 1.6618, loss: 1.6618, grad_norm: 5.3041 2021-02-05 12:38:48,048 - mmaction - INFO - Epoch [43][200/3757] lr: 1.000e-02, eta: 2 days, 2:05:40, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8195, loss_cls: 1.7508, loss: 1.7508, grad_norm: 5.6240 2021-02-05 12:38:57,931 - mmaction - INFO - Epoch [43][220/3757] lr: 1.000e-02, eta: 2 days, 2:05:04, time: 0.495, data_time: 0.003, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8070, loss_cls: 1.7265, loss: 1.7265, grad_norm: 5.3459 2021-02-05 12:39:06,873 - mmaction - INFO - Epoch [43][240/3757] lr: 1.000e-02, eta: 2 days, 2:04:26, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8203, loss_cls: 1.6804, loss: 1.6804, grad_norm: 5.2510 2021-02-05 12:39:15,828 - mmaction - INFO - Epoch [43][260/3757] lr: 1.000e-02, eta: 2 days, 2:03:47, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6109, top5_acc: 0.8070, loss_cls: 1.6226, loss: 1.6226, grad_norm: 5.1597 2021-02-05 12:39:24,803 - mmaction - INFO - Epoch [43][280/3757] lr: 1.000e-02, eta: 2 days, 2:03:09, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7898, loss_cls: 1.8396, loss: 1.8396, grad_norm: 5.3797 2021-02-05 12:39:33,758 - mmaction - INFO - Epoch [43][300/3757] lr: 1.000e-02, eta: 2 days, 2:02:30, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7984, loss_cls: 1.7839, loss: 1.7839, grad_norm: 5.4308 2021-02-05 12:39:42,663 - mmaction - INFO - Epoch [43][320/3757] lr: 1.000e-02, eta: 2 days, 2:01:52, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6039, top5_acc: 0.8031, loss_cls: 1.7183, loss: 1.7183, grad_norm: 5.3718 2021-02-05 12:39:51,595 - mmaction - INFO - Epoch [43][340/3757] lr: 1.000e-02, eta: 2 days, 2:01:13, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.7883, loss_cls: 1.7735, loss: 1.7735, grad_norm: 5.1578 2021-02-05 12:40:00,772 - mmaction - INFO - Epoch [43][360/3757] lr: 1.000e-02, eta: 2 days, 2:00:35, time: 0.458, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8094, loss_cls: 1.6982, loss: 1.6982, grad_norm: 5.0878 2021-02-05 12:40:09,738 - mmaction - INFO - Epoch [43][380/3757] lr: 1.000e-02, eta: 2 days, 1:59:57, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7961, loss_cls: 1.8483, loss: 1.8483, grad_norm: 5.4473 2021-02-05 12:40:18,604 - mmaction - INFO - Epoch [43][400/3757] lr: 1.000e-02, eta: 2 days, 1:59:18, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8086, loss_cls: 1.7331, loss: 1.7331, grad_norm: 5.2219 2021-02-05 12:40:27,599 - mmaction - INFO - Epoch [43][420/3757] lr: 1.000e-02, eta: 2 days, 1:58:40, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8180, loss_cls: 1.6644, loss: 1.6644, grad_norm: 5.1448 2021-02-05 12:40:36,509 - mmaction - INFO - Epoch [43][440/3757] lr: 1.000e-02, eta: 2 days, 1:58:01, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.7866, loss: 1.7866, grad_norm: 5.4173 2021-02-05 12:40:45,489 - mmaction - INFO - Epoch [43][460/3757] lr: 1.000e-02, eta: 2 days, 1:57:23, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8125, loss_cls: 1.6936, loss: 1.6936, grad_norm: 5.4309 2021-02-05 12:40:54,435 - mmaction - INFO - Epoch [43][480/3757] lr: 1.000e-02, eta: 2 days, 1:56:45, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8344, loss_cls: 1.6330, loss: 1.6330, grad_norm: 5.2459 2021-02-05 12:41:03,360 - mmaction - INFO - Epoch [43][500/3757] lr: 1.000e-02, eta: 2 days, 1:56:06, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8016, loss_cls: 1.7160, loss: 1.7160, grad_norm: 5.3517 2021-02-05 12:41:12,248 - mmaction - INFO - Epoch [43][520/3757] lr: 1.000e-02, eta: 2 days, 1:55:28, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.8008, loss_cls: 1.8283, loss: 1.8283, grad_norm: 5.5076 2021-02-05 12:41:21,152 - mmaction - INFO - Epoch [43][540/3757] lr: 1.000e-02, eta: 2 days, 1:54:49, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.8016, loss_cls: 1.7784, loss: 1.7784, grad_norm: 5.3017 2021-02-05 12:41:30,134 - mmaction - INFO - Epoch [43][560/3757] lr: 1.000e-02, eta: 2 days, 1:54:11, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6172, top5_acc: 0.8016, loss_cls: 1.6643, loss: 1.6643, grad_norm: 5.0188 2021-02-05 12:41:39,115 - mmaction - INFO - Epoch [43][580/3757] lr: 1.000e-02, eta: 2 days, 1:53:33, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8102, loss_cls: 1.7051, loss: 1.7051, grad_norm: 5.3321 2021-02-05 12:41:48,036 - mmaction - INFO - Epoch [43][600/3757] lr: 1.000e-02, eta: 2 days, 1:52:55, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8180, loss_cls: 1.7203, loss: 1.7203, grad_norm: 5.1517 2021-02-05 12:41:57,000 - mmaction - INFO - Epoch [43][620/3757] lr: 1.000e-02, eta: 2 days, 1:52:16, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6164, top5_acc: 0.8234, loss_cls: 1.6240, loss: 1.6240, grad_norm: 5.2404 2021-02-05 12:42:05,873 - mmaction - INFO - Epoch [43][640/3757] lr: 1.000e-02, eta: 2 days, 1:51:38, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8094, loss_cls: 1.7120, loss: 1.7120, grad_norm: 5.3366 2021-02-05 12:42:14,790 - mmaction - INFO - Epoch [43][660/3757] lr: 1.000e-02, eta: 2 days, 1:51:00, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8289, loss_cls: 1.6543, loss: 1.6543, grad_norm: 5.4837 2021-02-05 12:42:23,748 - mmaction - INFO - Epoch [43][680/3757] lr: 1.000e-02, eta: 2 days, 1:50:21, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8375, loss_cls: 1.5710, loss: 1.5710, grad_norm: 5.2599 2021-02-05 12:42:32,694 - mmaction - INFO - Epoch [43][700/3757] lr: 1.000e-02, eta: 2 days, 1:49:43, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8148, loss_cls: 1.6920, loss: 1.6920, grad_norm: 5.3820 2021-02-05 12:42:41,588 - mmaction - INFO - Epoch [43][720/3757] lr: 1.000e-02, eta: 2 days, 1:49:05, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7766, loss_cls: 1.9379, loss: 1.9379, grad_norm: 5.7324 2021-02-05 12:42:50,539 - mmaction - INFO - Epoch [43][740/3757] lr: 1.000e-02, eta: 2 days, 1:48:27, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7922, loss_cls: 1.8235, loss: 1.8235, grad_norm: 5.4800 2021-02-05 12:42:59,422 - mmaction - INFO - Epoch [43][760/3757] lr: 1.000e-02, eta: 2 days, 1:47:48, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8156, loss_cls: 1.7610, loss: 1.7610, grad_norm: 5.3310 2021-02-05 12:43:08,296 - mmaction - INFO - Epoch [43][780/3757] lr: 1.000e-02, eta: 2 days, 1:47:10, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.7793, loss: 1.7793, grad_norm: 5.3327 2021-02-05 12:43:17,192 - mmaction - INFO - Epoch [43][800/3757] lr: 1.000e-02, eta: 2 days, 1:46:32, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8086, loss_cls: 1.7974, loss: 1.7974, grad_norm: 5.4134 2021-02-05 12:43:26,146 - mmaction - INFO - Epoch [43][820/3757] lr: 1.000e-02, eta: 2 days, 1:45:54, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7922, loss_cls: 1.8347, loss: 1.8347, grad_norm: 5.2934 2021-02-05 12:43:35,046 - mmaction - INFO - Epoch [43][840/3757] lr: 1.000e-02, eta: 2 days, 1:45:15, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8078, loss_cls: 1.6549, loss: 1.6549, grad_norm: 5.2286 2021-02-05 12:43:43,989 - mmaction - INFO - Epoch [43][860/3757] lr: 1.000e-02, eta: 2 days, 1:44:37, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8023, loss_cls: 1.7339, loss: 1.7339, grad_norm: 5.4954 2021-02-05 12:43:52,837 - mmaction - INFO - Epoch [43][880/3757] lr: 1.000e-02, eta: 2 days, 1:43:59, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8063, loss_cls: 1.7564, loss: 1.7564, grad_norm: 5.4381 2021-02-05 12:44:01,894 - mmaction - INFO - Epoch [43][900/3757] lr: 1.000e-02, eta: 2 days, 1:43:21, time: 0.453, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7992, loss_cls: 1.8055, loss: 1.8055, grad_norm: 5.3220 2021-02-05 12:44:10,874 - mmaction - INFO - Epoch [43][920/3757] lr: 1.000e-02, eta: 2 days, 1:42:43, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.7961, loss_cls: 1.8288, loss: 1.8288, grad_norm: 5.5279 2021-02-05 12:44:19,747 - mmaction - INFO - Epoch [43][940/3757] lr: 1.000e-02, eta: 2 days, 1:42:05, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8156, loss_cls: 1.7743, loss: 1.7743, grad_norm: 5.3361 2021-02-05 12:44:28,627 - mmaction - INFO - Epoch [43][960/3757] lr: 1.000e-02, eta: 2 days, 1:41:27, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7922, loss_cls: 1.9209, loss: 1.9209, grad_norm: 5.4862 2021-02-05 12:44:37,540 - mmaction - INFO - Epoch [43][980/3757] lr: 1.000e-02, eta: 2 days, 1:40:49, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8156, loss_cls: 1.6760, loss: 1.6760, grad_norm: 5.1965 2021-02-05 12:44:46,404 - mmaction - INFO - Epoch [43][1000/3757] lr: 1.000e-02, eta: 2 days, 1:40:11, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6047, top5_acc: 0.8164, loss_cls: 1.6567, loss: 1.6567, grad_norm: 5.2540 2021-02-05 12:44:55,291 - mmaction - INFO - Epoch [43][1020/3757] lr: 1.000e-02, eta: 2 days, 1:39:32, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7953, loss_cls: 1.7606, loss: 1.7606, grad_norm: 5.4752 2021-02-05 12:45:04,207 - mmaction - INFO - Epoch [43][1040/3757] lr: 1.000e-02, eta: 2 days, 1:38:54, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6258, top5_acc: 0.8258, loss_cls: 1.6497, loss: 1.6497, grad_norm: 5.3467 2021-02-05 12:45:13,100 - mmaction - INFO - Epoch [43][1060/3757] lr: 1.000e-02, eta: 2 days, 1:38:16, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8180, loss_cls: 1.7138, loss: 1.7138, grad_norm: 5.5070 2021-02-05 12:45:22,029 - mmaction - INFO - Epoch [43][1080/3757] lr: 1.000e-02, eta: 2 days, 1:37:38, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7891, loss_cls: 1.7972, loss: 1.7972, grad_norm: 5.6007 2021-02-05 12:45:30,935 - mmaction - INFO - Epoch [43][1100/3757] lr: 1.000e-02, eta: 2 days, 1:37:00, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8078, loss_cls: 1.7471, loss: 1.7471, grad_norm: 5.3624 2021-02-05 12:45:39,860 - mmaction - INFO - Epoch [43][1120/3757] lr: 1.000e-02, eta: 2 days, 1:36:22, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8070, loss_cls: 1.7287, loss: 1.7287, grad_norm: 5.3834 2021-02-05 12:45:48,692 - mmaction - INFO - Epoch [43][1140/3757] lr: 1.000e-02, eta: 2 days, 1:35:44, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7937, loss_cls: 1.8148, loss: 1.8148, grad_norm: 5.5461 2021-02-05 12:45:57,645 - mmaction - INFO - Epoch [43][1160/3757] lr: 1.000e-02, eta: 2 days, 1:35:06, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7750, loss_cls: 1.8786, loss: 1.8786, grad_norm: 5.4837 2021-02-05 12:46:06,539 - mmaction - INFO - Epoch [43][1180/3757] lr: 1.000e-02, eta: 2 days, 1:34:28, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5453, top5_acc: 0.7805, loss_cls: 1.9184, loss: 1.9184, grad_norm: 5.3481 2021-02-05 12:46:15,450 - mmaction - INFO - Epoch [43][1200/3757] lr: 1.000e-02, eta: 2 days, 1:33:50, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8109, loss_cls: 1.7450, loss: 1.7450, grad_norm: 5.1958 2021-02-05 12:46:24,452 - mmaction - INFO - Epoch [43][1220/3757] lr: 1.000e-02, eta: 2 days, 1:33:13, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.6172, top5_acc: 0.8187, loss_cls: 1.6413, loss: 1.6413, grad_norm: 5.2335 2021-02-05 12:46:33,361 - mmaction - INFO - Epoch [43][1240/3757] lr: 1.000e-02, eta: 2 days, 1:32:35, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7930, loss_cls: 1.7809, loss: 1.7809, grad_norm: 5.4804 2021-02-05 12:46:42,359 - mmaction - INFO - Epoch [43][1260/3757] lr: 1.000e-02, eta: 2 days, 1:31:57, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5320, top5_acc: 0.7625, loss_cls: 1.9679, loss: 1.9679, grad_norm: 5.6332 2021-02-05 12:46:51,229 - mmaction - INFO - Epoch [43][1280/3757] lr: 1.000e-02, eta: 2 days, 1:31:19, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8039, loss_cls: 1.7608, loss: 1.7608, grad_norm: 5.2989 2021-02-05 12:47:00,147 - mmaction - INFO - Epoch [43][1300/3757] lr: 1.000e-02, eta: 2 days, 1:30:41, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7977, loss_cls: 1.8612, loss: 1.8612, grad_norm: 5.5588 2021-02-05 12:47:09,042 - mmaction - INFO - Epoch [43][1320/3757] lr: 1.000e-02, eta: 2 days, 1:30:04, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8063, loss_cls: 1.7679, loss: 1.7679, grad_norm: 5.4327 2021-02-05 12:47:17,982 - mmaction - INFO - Epoch [43][1340/3757] lr: 1.000e-02, eta: 2 days, 1:29:26, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7961, loss_cls: 1.8060, loss: 1.8060, grad_norm: 5.2718 2021-02-05 12:47:26,917 - mmaction - INFO - Epoch [43][1360/3757] lr: 1.000e-02, eta: 2 days, 1:28:48, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8148, loss_cls: 1.7322, loss: 1.7322, grad_norm: 5.3023 2021-02-05 12:47:35,828 - mmaction - INFO - Epoch [43][1380/3757] lr: 1.000e-02, eta: 2 days, 1:28:10, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7937, loss_cls: 1.8318, loss: 1.8318, grad_norm: 5.4721 2021-02-05 12:47:44,737 - mmaction - INFO - Epoch [43][1400/3757] lr: 1.000e-02, eta: 2 days, 1:27:32, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.7875, loss_cls: 1.7606, loss: 1.7606, grad_norm: 5.2269 2021-02-05 12:47:53,653 - mmaction - INFO - Epoch [43][1420/3757] lr: 1.000e-02, eta: 2 days, 1:26:55, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7891, loss_cls: 1.7844, loss: 1.7844, grad_norm: 5.4661 2021-02-05 12:48:02,568 - mmaction - INFO - Epoch [43][1440/3757] lr: 1.000e-02, eta: 2 days, 1:26:17, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7898, loss_cls: 1.8060, loss: 1.8060, grad_norm: 5.3877 2021-02-05 12:48:11,496 - mmaction - INFO - Epoch [43][1460/3757] lr: 1.000e-02, eta: 2 days, 1:25:39, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7758, loss_cls: 1.8857, loss: 1.8857, grad_norm: 5.4875 2021-02-05 12:48:20,473 - mmaction - INFO - Epoch [43][1480/3757] lr: 1.000e-02, eta: 2 days, 1:25:02, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8008, loss_cls: 1.8142, loss: 1.8142, grad_norm: 5.4749 2021-02-05 12:48:29,384 - mmaction - INFO - Epoch [43][1500/3757] lr: 1.000e-02, eta: 2 days, 1:24:24, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7859, loss_cls: 1.8393, loss: 1.8393, grad_norm: 5.2483 2021-02-05 12:48:38,241 - mmaction - INFO - Epoch [43][1520/3757] lr: 1.000e-02, eta: 2 days, 1:23:46, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7992, loss_cls: 1.7772, loss: 1.7772, grad_norm: 5.1807 2021-02-05 12:48:47,169 - mmaction - INFO - Epoch [43][1540/3757] lr: 1.000e-02, eta: 2 days, 1:23:09, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8195, loss_cls: 1.6689, loss: 1.6689, grad_norm: 5.1449 2021-02-05 12:48:56,127 - mmaction - INFO - Epoch [43][1560/3757] lr: 1.000e-02, eta: 2 days, 1:22:31, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8055, loss_cls: 1.7364, loss: 1.7364, grad_norm: 5.3817 2021-02-05 12:49:05,133 - mmaction - INFO - Epoch [43][1580/3757] lr: 1.000e-02, eta: 2 days, 1:21:54, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8070, loss_cls: 1.7311, loss: 1.7311, grad_norm: 5.6102 2021-02-05 12:49:14,145 - mmaction - INFO - Epoch [43][1600/3757] lr: 1.000e-02, eta: 2 days, 1:21:16, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8266, loss_cls: 1.6679, loss: 1.6679, grad_norm: 5.3234 2021-02-05 12:49:23,066 - mmaction - INFO - Epoch [43][1620/3757] lr: 1.000e-02, eta: 2 days, 1:20:39, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7961, loss_cls: 1.7843, loss: 1.7843, grad_norm: 5.3932 2021-02-05 12:49:32,009 - mmaction - INFO - Epoch [43][1640/3757] lr: 1.000e-02, eta: 2 days, 1:20:01, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8039, loss_cls: 1.7106, loss: 1.7106, grad_norm: 5.3346 2021-02-05 12:49:41,041 - mmaction - INFO - Epoch [43][1660/3757] lr: 1.000e-02, eta: 2 days, 1:19:24, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8063, loss_cls: 1.7318, loss: 1.7318, grad_norm: 5.2867 2021-02-05 12:49:49,997 - mmaction - INFO - Epoch [43][1680/3757] lr: 1.000e-02, eta: 2 days, 1:18:47, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8102, loss_cls: 1.7105, loss: 1.7105, grad_norm: 5.2546 2021-02-05 12:49:59,017 - mmaction - INFO - Epoch [43][1700/3757] lr: 1.000e-02, eta: 2 days, 1:18:09, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.8016, loss_cls: 1.8160, loss: 1.8160, grad_norm: 5.5118 2021-02-05 12:50:07,896 - mmaction - INFO - Epoch [43][1720/3757] lr: 1.000e-02, eta: 2 days, 1:17:32, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6070, top5_acc: 0.8180, loss_cls: 1.6489, loss: 1.6489, grad_norm: 5.1573 2021-02-05 12:50:16,762 - mmaction - INFO - Epoch [43][1740/3757] lr: 1.000e-02, eta: 2 days, 1:16:54, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7820, loss_cls: 1.8486, loss: 1.8486, grad_norm: 5.6723 2021-02-05 12:50:25,725 - mmaction - INFO - Epoch [43][1760/3757] lr: 1.000e-02, eta: 2 days, 1:16:17, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8039, loss_cls: 1.7674, loss: 1.7674, grad_norm: 5.3784 2021-02-05 12:50:34,690 - mmaction - INFO - Epoch [43][1780/3757] lr: 1.000e-02, eta: 2 days, 1:15:39, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7875, loss_cls: 1.8622, loss: 1.8622, grad_norm: 5.6018 2021-02-05 12:50:43,562 - mmaction - INFO - Epoch [43][1800/3757] lr: 1.000e-02, eta: 2 days, 1:15:02, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.8395, loss: 1.8395, grad_norm: 5.6981 2021-02-05 12:50:52,481 - mmaction - INFO - Epoch [43][1820/3757] lr: 1.000e-02, eta: 2 days, 1:14:24, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7961, loss_cls: 1.7536, loss: 1.7536, grad_norm: 5.3851 2021-02-05 12:51:01,360 - mmaction - INFO - Epoch [43][1840/3757] lr: 1.000e-02, eta: 2 days, 1:13:47, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8094, loss_cls: 1.8015, loss: 1.8015, grad_norm: 5.3830 2021-02-05 12:51:10,222 - mmaction - INFO - Epoch [43][1860/3757] lr: 1.000e-02, eta: 2 days, 1:13:09, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8000, loss_cls: 1.7624, loss: 1.7624, grad_norm: 5.3621 2021-02-05 12:51:19,139 - mmaction - INFO - Epoch [43][1880/3757] lr: 1.000e-02, eta: 2 days, 1:12:32, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7922, loss_cls: 1.7958, loss: 1.7958, grad_norm: 5.4360 2021-02-05 12:51:28,107 - mmaction - INFO - Epoch [43][1900/3757] lr: 1.000e-02, eta: 2 days, 1:11:55, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5430, top5_acc: 0.7797, loss_cls: 1.9224, loss: 1.9224, grad_norm: 5.5975 2021-02-05 12:51:36,995 - mmaction - INFO - Epoch [43][1920/3757] lr: 1.000e-02, eta: 2 days, 1:11:17, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7953, loss_cls: 1.8525, loss: 1.8525, grad_norm: 5.3720 2021-02-05 12:51:45,822 - mmaction - INFO - Epoch [43][1940/3757] lr: 1.000e-02, eta: 2 days, 1:10:40, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8063, loss_cls: 1.7932, loss: 1.7932, grad_norm: 5.5588 2021-02-05 12:51:54,763 - mmaction - INFO - Epoch [43][1960/3757] lr: 1.000e-02, eta: 2 days, 1:10:02, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8086, loss_cls: 1.7729, loss: 1.7729, grad_norm: 5.2987 2021-02-05 12:52:03,712 - mmaction - INFO - Epoch [43][1980/3757] lr: 1.000e-02, eta: 2 days, 1:09:25, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7945, loss_cls: 1.8147, loss: 1.8147, grad_norm: 5.3145 2021-02-05 12:52:12,580 - mmaction - INFO - Epoch [43][2000/3757] lr: 1.000e-02, eta: 2 days, 1:08:48, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8023, loss_cls: 1.7881, loss: 1.7881, grad_norm: 5.4948 2021-02-05 12:52:21,496 - mmaction - INFO - Epoch [43][2020/3757] lr: 1.000e-02, eta: 2 days, 1:08:10, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7898, loss_cls: 1.8272, loss: 1.8272, grad_norm: 5.2867 2021-02-05 12:52:30,412 - mmaction - INFO - Epoch [43][2040/3757] lr: 1.000e-02, eta: 2 days, 1:07:33, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7961, loss_cls: 1.8646, loss: 1.8646, grad_norm: 5.4944 2021-02-05 12:52:39,346 - mmaction - INFO - Epoch [43][2060/3757] lr: 1.000e-02, eta: 2 days, 1:06:56, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.8195, loss_cls: 1.7122, loss: 1.7122, grad_norm: 5.3505 2021-02-05 12:52:48,267 - mmaction - INFO - Epoch [43][2080/3757] lr: 1.000e-02, eta: 2 days, 1:06:19, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8039, loss_cls: 1.7588, loss: 1.7588, grad_norm: 5.3378 2021-02-05 12:52:57,153 - mmaction - INFO - Epoch [43][2100/3757] lr: 1.000e-02, eta: 2 days, 1:05:41, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7906, loss_cls: 1.8252, loss: 1.8252, grad_norm: 5.5252 2021-02-05 12:53:06,058 - mmaction - INFO - Epoch [43][2120/3757] lr: 1.000e-02, eta: 2 days, 1:05:04, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7984, loss_cls: 1.7682, loss: 1.7682, grad_norm: 5.3716 2021-02-05 12:53:14,968 - mmaction - INFO - Epoch [43][2140/3757] lr: 1.000e-02, eta: 2 days, 1:04:27, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7953, loss_cls: 1.8249, loss: 1.8249, grad_norm: 5.3591 2021-02-05 12:53:23,856 - mmaction - INFO - Epoch [43][2160/3757] lr: 1.000e-02, eta: 2 days, 1:03:49, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8125, loss_cls: 1.7505, loss: 1.7505, grad_norm: 5.3613 2021-02-05 12:53:32,764 - mmaction - INFO - Epoch [43][2180/3757] lr: 1.000e-02, eta: 2 days, 1:03:12, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7969, loss_cls: 1.8253, loss: 1.8253, grad_norm: 5.3477 2021-02-05 12:53:41,781 - mmaction - INFO - Epoch [43][2200/3757] lr: 1.000e-02, eta: 2 days, 1:02:35, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7961, loss_cls: 1.8391, loss: 1.8391, grad_norm: 5.3668 2021-02-05 12:53:50,725 - mmaction - INFO - Epoch [43][2220/3757] lr: 1.000e-02, eta: 2 days, 1:01:58, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.7753, loss: 1.7753, grad_norm: 5.5851 2021-02-05 12:53:59,621 - mmaction - INFO - Epoch [43][2240/3757] lr: 1.000e-02, eta: 2 days, 1:01:21, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8211, loss_cls: 1.6825, loss: 1.6825, grad_norm: 5.4444 2021-02-05 12:54:08,488 - mmaction - INFO - Epoch [43][2260/3757] lr: 1.000e-02, eta: 2 days, 1:00:44, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.7961, loss_cls: 1.7731, loss: 1.7731, grad_norm: 5.3897 2021-02-05 12:54:17,476 - mmaction - INFO - Epoch [43][2280/3757] lr: 1.000e-02, eta: 2 days, 1:00:07, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7961, loss_cls: 1.7838, loss: 1.7838, grad_norm: 5.1512 2021-02-05 12:54:26,444 - mmaction - INFO - Epoch [43][2300/3757] lr: 1.000e-02, eta: 2 days, 0:59:30, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8000, loss_cls: 1.7824, loss: 1.7824, grad_norm: 5.3109 2021-02-05 12:54:35,382 - mmaction - INFO - Epoch [43][2320/3757] lr: 1.000e-02, eta: 2 days, 0:58:53, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7883, loss_cls: 1.7961, loss: 1.7961, grad_norm: 5.3643 2021-02-05 12:54:44,290 - mmaction - INFO - Epoch [43][2340/3757] lr: 1.000e-02, eta: 2 days, 0:58:16, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8047, loss_cls: 1.7034, loss: 1.7034, grad_norm: 5.2320 2021-02-05 12:54:53,204 - mmaction - INFO - Epoch [43][2360/3757] lr: 1.000e-02, eta: 2 days, 0:57:39, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8055, loss_cls: 1.7192, loss: 1.7192, grad_norm: 5.3791 2021-02-05 12:55:02,067 - mmaction - INFO - Epoch [43][2380/3757] lr: 1.000e-02, eta: 2 days, 0:57:02, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.8009, loss: 1.8009, grad_norm: 5.3097 2021-02-05 12:55:10,966 - mmaction - INFO - Epoch [43][2400/3757] lr: 1.000e-02, eta: 2 days, 0:56:25, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8063, loss_cls: 1.7169, loss: 1.7169, grad_norm: 5.2487 2021-02-05 12:55:19,851 - mmaction - INFO - Epoch [43][2420/3757] lr: 1.000e-02, eta: 2 days, 0:55:48, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6102, top5_acc: 0.8187, loss_cls: 1.6692, loss: 1.6692, grad_norm: 5.3104 2021-02-05 12:55:28,767 - mmaction - INFO - Epoch [43][2440/3757] lr: 1.000e-02, eta: 2 days, 0:55:11, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7898, loss_cls: 1.8619, loss: 1.8619, grad_norm: 5.7276 2021-02-05 12:55:37,695 - mmaction - INFO - Epoch [43][2460/3757] lr: 1.000e-02, eta: 2 days, 0:54:34, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7937, loss_cls: 1.8461, loss: 1.8461, grad_norm: 5.4061 2021-02-05 12:55:46,671 - mmaction - INFO - Epoch [43][2480/3757] lr: 1.000e-02, eta: 2 days, 0:53:57, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8109, loss_cls: 1.7316, loss: 1.7316, grad_norm: 5.1743 2021-02-05 12:55:55,597 - mmaction - INFO - Epoch [43][2500/3757] lr: 1.000e-02, eta: 2 days, 0:53:20, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7112, loss: 1.7112, grad_norm: 5.2780 2021-02-05 12:56:04,657 - mmaction - INFO - Epoch [43][2520/3757] lr: 1.000e-02, eta: 2 days, 0:52:43, time: 0.452, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7930, loss_cls: 1.8142, loss: 1.8142, grad_norm: 5.4656 2021-02-05 12:56:13,621 - mmaction - INFO - Epoch [43][2540/3757] lr: 1.000e-02, eta: 2 days, 0:52:07, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7898, loss_cls: 1.8749, loss: 1.8749, grad_norm: 5.4886 2021-02-05 12:56:22,641 - mmaction - INFO - Epoch [43][2560/3757] lr: 1.000e-02, eta: 2 days, 0:51:30, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7992, loss_cls: 1.8299, loss: 1.8299, grad_norm: 5.4296 2021-02-05 12:56:31,628 - mmaction - INFO - Epoch [43][2580/3757] lr: 1.000e-02, eta: 2 days, 0:50:53, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8023, loss_cls: 1.8241, loss: 1.8241, grad_norm: 5.4173 2021-02-05 12:56:45,494 - mmaction - INFO - Epoch [43][2600/3757] lr: 1.000e-02, eta: 2 days, 0:50:30, time: 0.693, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8055, loss_cls: 1.7351, loss: 1.7351, grad_norm: 5.3088 2021-02-05 12:56:54,424 - mmaction - INFO - Epoch [43][2620/3757] lr: 1.000e-02, eta: 2 days, 0:49:53, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7828, loss_cls: 1.8462, loss: 1.8462, grad_norm: 5.3574 2021-02-05 12:57:03,334 - mmaction - INFO - Epoch [43][2640/3757] lr: 1.000e-02, eta: 2 days, 0:49:16, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8094, loss_cls: 1.6931, loss: 1.6931, grad_norm: 5.2051 2021-02-05 12:57:12,334 - mmaction - INFO - Epoch [43][2660/3757] lr: 1.000e-02, eta: 2 days, 0:48:40, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8031, loss_cls: 1.7650, loss: 1.7650, grad_norm: 5.3553 2021-02-05 12:57:21,241 - mmaction - INFO - Epoch [43][2680/3757] lr: 1.000e-02, eta: 2 days, 0:48:03, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8008, loss_cls: 1.7548, loss: 1.7548, grad_norm: 5.3455 2021-02-05 12:57:30,160 - mmaction - INFO - Epoch [43][2700/3757] lr: 1.000e-02, eta: 2 days, 0:47:26, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8031, loss_cls: 1.8357, loss: 1.8357, grad_norm: 5.4097 2021-02-05 12:58:10,284 - mmaction - INFO - Epoch [43][2720/3757] lr: 1.000e-02, eta: 2 days, 0:48:16, time: 2.007, data_time: 0.001, memory: 7141, top1_acc: 0.6023, top5_acc: 0.8125, loss_cls: 1.6884, loss: 1.6884, grad_norm: 5.4399 2021-02-05 12:58:19,112 - mmaction - INFO - Epoch [43][2740/3757] lr: 1.000e-02, eta: 2 days, 0:47:38, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.7937, loss_cls: 1.8077, loss: 1.8077, grad_norm: 5.5076 2021-02-05 12:58:27,955 - mmaction - INFO - Epoch [43][2760/3757] lr: 1.000e-02, eta: 2 days, 0:47:01, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8109, loss_cls: 1.7529, loss: 1.7529, grad_norm: 5.4836 2021-02-05 12:59:02,754 - mmaction - INFO - Epoch [43][2780/3757] lr: 1.000e-02, eta: 2 days, 0:47:36, time: 1.740, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8063, loss_cls: 1.7462, loss: 1.7462, grad_norm: 5.4591 2021-02-05 12:59:11,576 - mmaction - INFO - Epoch [43][2800/3757] lr: 1.000e-02, eta: 2 days, 0:46:59, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8141, loss_cls: 1.6773, loss: 1.6773, grad_norm: 5.4063 2021-02-05 12:59:20,440 - mmaction - INFO - Epoch [43][2820/3757] lr: 1.000e-02, eta: 2 days, 0:46:22, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8063, loss_cls: 1.7583, loss: 1.7583, grad_norm: 5.3299 2021-02-05 12:59:29,286 - mmaction - INFO - Epoch [43][2840/3757] lr: 1.000e-02, eta: 2 days, 0:45:45, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7844, loss_cls: 1.8737, loss: 1.8737, grad_norm: 5.2226 2021-02-05 12:59:38,210 - mmaction - INFO - Epoch [43][2860/3757] lr: 1.000e-02, eta: 2 days, 0:45:09, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8117, loss_cls: 1.7561, loss: 1.7561, grad_norm: 5.3001 2021-02-05 12:59:47,133 - mmaction - INFO - Epoch [43][2880/3757] lr: 1.000e-02, eta: 2 days, 0:44:32, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7984, loss_cls: 1.7934, loss: 1.7934, grad_norm: 5.2923 2021-02-05 12:59:56,022 - mmaction - INFO - Epoch [43][2900/3757] lr: 1.000e-02, eta: 2 days, 0:43:55, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8016, loss_cls: 1.7618, loss: 1.7618, grad_norm: 5.3201 2021-02-05 13:00:04,975 - mmaction - INFO - Epoch [43][2920/3757] lr: 1.000e-02, eta: 2 days, 0:43:18, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7883, loss_cls: 1.8260, loss: 1.8260, grad_norm: 5.4931 2021-02-05 13:00:13,930 - mmaction - INFO - Epoch [43][2940/3757] lr: 1.000e-02, eta: 2 days, 0:42:42, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8086, loss_cls: 1.7230, loss: 1.7230, grad_norm: 5.3362 2021-02-05 13:00:22,806 - mmaction - INFO - Epoch [43][2960/3757] lr: 1.000e-02, eta: 2 days, 0:42:05, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8031, loss_cls: 1.7435, loss: 1.7435, grad_norm: 5.4884 2021-02-05 13:00:31,643 - mmaction - INFO - Epoch [43][2980/3757] lr: 1.000e-02, eta: 2 days, 0:41:28, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8086, loss_cls: 1.7334, loss: 1.7334, grad_norm: 5.5587 2021-02-05 13:00:40,543 - mmaction - INFO - Epoch [43][3000/3757] lr: 1.000e-02, eta: 2 days, 0:40:51, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7961, loss_cls: 1.7564, loss: 1.7564, grad_norm: 5.3286 2021-02-05 13:00:49,543 - mmaction - INFO - Epoch [43][3020/3757] lr: 1.000e-02, eta: 2 days, 0:40:15, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.7937, loss_cls: 1.7928, loss: 1.7928, grad_norm: 5.2209 2021-02-05 13:00:58,560 - mmaction - INFO - Epoch [43][3040/3757] lr: 1.000e-02, eta: 2 days, 0:39:39, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8086, loss_cls: 1.7429, loss: 1.7429, grad_norm: 5.2360 2021-02-05 13:01:07,505 - mmaction - INFO - Epoch [43][3060/3757] lr: 1.000e-02, eta: 2 days, 0:39:02, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8031, loss_cls: 1.7677, loss: 1.7677, grad_norm: 5.4335 2021-02-05 13:01:16,399 - mmaction - INFO - Epoch [43][3080/3757] lr: 1.000e-02, eta: 2 days, 0:38:25, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8125, loss_cls: 1.7655, loss: 1.7655, grad_norm: 5.7308 2021-02-05 13:01:25,284 - mmaction - INFO - Epoch [43][3100/3757] lr: 1.000e-02, eta: 2 days, 0:37:49, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.7961, loss_cls: 1.7686, loss: 1.7686, grad_norm: 5.3154 2021-02-05 13:01:34,175 - mmaction - INFO - Epoch [43][3120/3757] lr: 1.000e-02, eta: 2 days, 0:37:12, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8164, loss_cls: 1.6869, loss: 1.6869, grad_norm: 5.2375 2021-02-05 13:01:43,178 - mmaction - INFO - Epoch [43][3140/3757] lr: 1.000e-02, eta: 2 days, 0:36:36, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8109, loss_cls: 1.7255, loss: 1.7255, grad_norm: 5.3065 2021-02-05 13:01:52,170 - mmaction - INFO - Epoch [43][3160/3757] lr: 1.000e-02, eta: 2 days, 0:36:00, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8031, loss_cls: 1.7597, loss: 1.7597, grad_norm: 5.2757 2021-02-05 13:02:01,067 - mmaction - INFO - Epoch [43][3180/3757] lr: 1.000e-02, eta: 2 days, 0:35:23, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7719, loss_cls: 1.8208, loss: 1.8208, grad_norm: 5.4444 2021-02-05 13:02:10,031 - mmaction - INFO - Epoch [43][3200/3757] lr: 1.000e-02, eta: 2 days, 0:34:47, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.7164, loss: 1.7164, grad_norm: 5.3651 2021-02-05 13:02:19,032 - mmaction - INFO - Epoch [43][3220/3757] lr: 1.000e-02, eta: 2 days, 0:34:10, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8086, loss_cls: 1.7500, loss: 1.7500, grad_norm: 5.3863 2021-02-05 13:02:27,907 - mmaction - INFO - Epoch [43][3240/3757] lr: 1.000e-02, eta: 2 days, 0:33:34, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5437, top5_acc: 0.7891, loss_cls: 1.8517, loss: 1.8517, grad_norm: 5.5545 2021-02-05 13:02:36,852 - mmaction - INFO - Epoch [43][3260/3757] lr: 1.000e-02, eta: 2 days, 0:32:57, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.7992, loss_cls: 1.7816, loss: 1.7816, grad_norm: 5.4799 2021-02-05 13:02:45,722 - mmaction - INFO - Epoch [43][3280/3757] lr: 1.000e-02, eta: 2 days, 0:32:21, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7992, loss_cls: 1.7934, loss: 1.7934, grad_norm: 5.2365 2021-02-05 13:02:54,639 - mmaction - INFO - Epoch [43][3300/3757] lr: 1.000e-02, eta: 2 days, 0:31:44, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8117, loss_cls: 1.7414, loss: 1.7414, grad_norm: 5.5868 2021-02-05 13:03:35,526 - mmaction - INFO - Epoch [43][3320/3757] lr: 1.000e-02, eta: 2 days, 0:32:35, time: 2.044, data_time: 1.597, memory: 7141, top1_acc: 0.6148, top5_acc: 0.8250, loss_cls: 1.6162, loss: 1.6162, grad_norm: 5.1505 2021-02-05 13:03:44,374 - mmaction - INFO - Epoch [43][3340/3757] lr: 1.000e-02, eta: 2 days, 0:31:59, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8000, loss_cls: 1.7839, loss: 1.7839, grad_norm: 5.4365 2021-02-05 13:03:53,186 - mmaction - INFO - Epoch [43][3360/3757] lr: 1.000e-02, eta: 2 days, 0:31:22, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7922, loss_cls: 1.8799, loss: 1.8799, grad_norm: 5.4009 2021-02-05 13:04:02,004 - mmaction - INFO - Epoch [43][3380/3757] lr: 1.000e-02, eta: 2 days, 0:30:45, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7937, loss_cls: 1.8323, loss: 1.8323, grad_norm: 5.3968 2021-02-05 13:04:10,885 - mmaction - INFO - Epoch [43][3400/3757] lr: 1.000e-02, eta: 2 days, 0:30:09, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.7657, loss: 1.7657, grad_norm: 5.2526 2021-02-05 13:04:52,982 - mmaction - INFO - Epoch [43][3420/3757] lr: 1.000e-02, eta: 2 days, 0:31:03, time: 2.105, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7930, loss_cls: 1.7855, loss: 1.7855, grad_norm: 5.4454 2021-02-05 13:05:01,829 - mmaction - INFO - Epoch [43][3440/3757] lr: 1.000e-02, eta: 2 days, 0:30:26, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8133, loss_cls: 1.7224, loss: 1.7224, grad_norm: 5.5574 2021-02-05 13:05:10,611 - mmaction - INFO - Epoch [43][3460/3757] lr: 1.000e-02, eta: 2 days, 0:29:50, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.8016, loss_cls: 1.8117, loss: 1.8117, grad_norm: 5.4780 2021-02-05 13:05:19,414 - mmaction - INFO - Epoch [43][3480/3757] lr: 1.000e-02, eta: 2 days, 0:29:13, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8031, loss_cls: 1.7657, loss: 1.7657, grad_norm: 5.3836 2021-02-05 13:05:28,321 - mmaction - INFO - Epoch [43][3500/3757] lr: 1.000e-02, eta: 2 days, 0:28:37, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8125, loss_cls: 1.7729, loss: 1.7729, grad_norm: 5.3697 2021-02-05 13:05:48,864 - mmaction - INFO - Epoch [43][3520/3757] lr: 1.000e-02, eta: 2 days, 0:28:32, time: 1.027, data_time: 0.558, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7898, loss_cls: 1.7862, loss: 1.7862, grad_norm: 5.3282 2021-02-05 13:05:57,683 - mmaction - INFO - Epoch [43][3540/3757] lr: 1.000e-02, eta: 2 days, 0:27:55, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8031, loss_cls: 1.7500, loss: 1.7500, grad_norm: 5.3956 2021-02-05 13:06:06,560 - mmaction - INFO - Epoch [43][3560/3757] lr: 1.000e-02, eta: 2 days, 0:27:19, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8055, loss_cls: 1.7428, loss: 1.7428, grad_norm: 5.2467 2021-02-05 13:06:15,541 - mmaction - INFO - Epoch [43][3580/3757] lr: 1.000e-02, eta: 2 days, 0:26:43, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7977, loss_cls: 1.8486, loss: 1.8486, grad_norm: 5.3330 2021-02-05 13:06:53,620 - mmaction - INFO - Epoch [43][3600/3757] lr: 1.000e-02, eta: 2 days, 0:27:26, time: 1.904, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7883, loss_cls: 1.8406, loss: 1.8406, grad_norm: 5.2642 2021-02-05 13:07:02,498 - mmaction - INFO - Epoch [43][3620/3757] lr: 1.000e-02, eta: 2 days, 0:26:49, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8141, loss_cls: 1.7265, loss: 1.7265, grad_norm: 5.2164 2021-02-05 13:07:11,368 - mmaction - INFO - Epoch [43][3640/3757] lr: 1.000e-02, eta: 2 days, 0:26:13, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8203, loss_cls: 1.6882, loss: 1.6882, grad_norm: 5.3144 2021-02-05 13:07:56,668 - mmaction - INFO - Epoch [43][3660/3757] lr: 1.000e-02, eta: 2 days, 0:27:16, time: 2.265, data_time: 1.808, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.6909, loss: 1.6909, grad_norm: 5.3315 2021-02-05 13:08:05,446 - mmaction - INFO - Epoch [43][3680/3757] lr: 1.000e-02, eta: 2 days, 0:26:39, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8023, loss_cls: 1.7851, loss: 1.7851, grad_norm: 5.3732 2021-02-05 13:08:14,300 - mmaction - INFO - Epoch [43][3700/3757] lr: 1.000e-02, eta: 2 days, 0:26:02, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7867, loss_cls: 1.8372, loss: 1.8372, grad_norm: 5.3041 2021-02-05 13:08:54,343 - mmaction - INFO - Epoch [43][3720/3757] lr: 1.000e-02, eta: 2 days, 0:26:51, time: 2.001, data_time: 1.551, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8047, loss_cls: 1.8056, loss: 1.8056, grad_norm: 5.4382 2021-02-05 13:09:03,163 - mmaction - INFO - Epoch [43][3740/3757] lr: 1.000e-02, eta: 2 days, 0:26:14, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8070, loss_cls: 1.7546, loss: 1.7546, grad_norm: 5.3043 2021-02-05 13:09:19,280 - mmaction - INFO - Saving checkpoint at 43 epochs 2021-02-05 13:10:23,807 - mmaction - INFO - Epoch [44][20/3757] lr: 1.000e-02, eta: 2 days, 0:27:16, time: 3.206, data_time: 2.684, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8273, loss_cls: 1.6102, loss: 1.6102, grad_norm: 5.1026 2021-02-05 13:10:32,647 - mmaction - INFO - Epoch [44][40/3757] lr: 1.000e-02, eta: 2 days, 0:26:40, time: 0.442, data_time: 0.004, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8094, loss_cls: 1.6697, loss: 1.6697, grad_norm: 5.2536 2021-02-05 13:10:41,475 - mmaction - INFO - Epoch [44][60/3757] lr: 1.000e-02, eta: 2 days, 0:26:03, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6203, top5_acc: 0.8078, loss_cls: 1.6254, loss: 1.6254, grad_norm: 5.2923 2021-02-05 13:10:50,278 - mmaction - INFO - Epoch [44][80/3757] lr: 1.000e-02, eta: 2 days, 0:25:27, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7937, loss_cls: 1.8171, loss: 1.8171, grad_norm: 5.3712 2021-02-05 13:10:59,117 - mmaction - INFO - Epoch [44][100/3757] lr: 1.000e-02, eta: 2 days, 0:24:50, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6188, top5_acc: 0.8289, loss_cls: 1.6103, loss: 1.6103, grad_norm: 5.2371 2021-02-05 13:11:07,966 - mmaction - INFO - Epoch [44][120/3757] lr: 1.000e-02, eta: 2 days, 0:24:14, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8141, loss_cls: 1.7161, loss: 1.7161, grad_norm: 5.4882 2021-02-05 13:11:16,773 - mmaction - INFO - Epoch [44][140/3757] lr: 1.000e-02, eta: 2 days, 0:23:37, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6141, top5_acc: 0.8234, loss_cls: 1.6428, loss: 1.6428, grad_norm: 5.4232 2021-02-05 13:11:25,681 - mmaction - INFO - Epoch [44][160/3757] lr: 1.000e-02, eta: 2 days, 0:23:01, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8047, loss_cls: 1.6997, loss: 1.6997, grad_norm: 5.5027 2021-02-05 13:11:34,504 - mmaction - INFO - Epoch [44][180/3757] lr: 1.000e-02, eta: 2 days, 0:22:25, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6094, top5_acc: 0.8141, loss_cls: 1.6749, loss: 1.6749, grad_norm: 5.2610 2021-02-05 13:11:43,451 - mmaction - INFO - Epoch [44][200/3757] lr: 1.000e-02, eta: 2 days, 0:21:48, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8023, loss_cls: 1.7742, loss: 1.7742, grad_norm: 5.5886 2021-02-05 13:11:52,309 - mmaction - INFO - Epoch [44][220/3757] lr: 1.000e-02, eta: 2 days, 0:21:12, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8008, loss_cls: 1.7795, loss: 1.7795, grad_norm: 5.4645 2021-02-05 13:12:01,276 - mmaction - INFO - Epoch [44][240/3757] lr: 1.000e-02, eta: 2 days, 0:20:36, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5992, top5_acc: 0.8070, loss_cls: 1.7337, loss: 1.7337, grad_norm: 5.1595 2021-02-05 13:12:10,224 - mmaction - INFO - Epoch [44][260/3757] lr: 1.000e-02, eta: 2 days, 0:20:00, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8117, loss_cls: 1.7169, loss: 1.7169, grad_norm: 5.2960 2021-02-05 13:12:19,172 - mmaction - INFO - Epoch [44][280/3757] lr: 1.000e-02, eta: 2 days, 0:19:24, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6180, top5_acc: 0.8281, loss_cls: 1.6276, loss: 1.6276, grad_norm: 5.3152 2021-02-05 13:12:28,095 - mmaction - INFO - Epoch [44][300/3757] lr: 1.000e-02, eta: 2 days, 0:18:48, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7930, loss_cls: 1.7992, loss: 1.7992, grad_norm: 5.3989 2021-02-05 13:12:37,018 - mmaction - INFO - Epoch [44][320/3757] lr: 1.000e-02, eta: 2 days, 0:18:12, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7937, loss_cls: 1.7652, loss: 1.7652, grad_norm: 5.3511 2021-02-05 13:12:45,887 - mmaction - INFO - Epoch [44][340/3757] lr: 1.000e-02, eta: 2 days, 0:17:36, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8008, loss_cls: 1.7666, loss: 1.7666, grad_norm: 5.4957 2021-02-05 13:12:54,772 - mmaction - INFO - Epoch [44][360/3757] lr: 1.000e-02, eta: 2 days, 0:16:59, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7953, loss_cls: 1.7448, loss: 1.7448, grad_norm: 5.3000 2021-02-05 13:13:03,663 - mmaction - INFO - Epoch [44][380/3757] lr: 1.000e-02, eta: 2 days, 0:16:23, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8094, loss_cls: 1.6930, loss: 1.6930, grad_norm: 5.2601 2021-02-05 13:13:12,571 - mmaction - INFO - Epoch [44][400/3757] lr: 1.000e-02, eta: 2 days, 0:15:47, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8055, loss_cls: 1.7722, loss: 1.7722, grad_norm: 5.1938 2021-02-05 13:13:21,511 - mmaction - INFO - Epoch [44][420/3757] lr: 1.000e-02, eta: 2 days, 0:15:11, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5977, top5_acc: 0.7930, loss_cls: 1.7079, loss: 1.7079, grad_norm: 5.3103 2021-02-05 13:13:30,403 - mmaction - INFO - Epoch [44][440/3757] lr: 1.000e-02, eta: 2 days, 0:14:35, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6000, top5_acc: 0.8117, loss_cls: 1.7099, loss: 1.7099, grad_norm: 5.2677 2021-02-05 13:13:39,327 - mmaction - INFO - Epoch [44][460/3757] lr: 1.000e-02, eta: 2 days, 0:13:59, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8133, loss_cls: 1.6944, loss: 1.6944, grad_norm: 5.5552 2021-02-05 13:13:48,268 - mmaction - INFO - Epoch [44][480/3757] lr: 1.000e-02, eta: 2 days, 0:13:23, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8258, loss_cls: 1.6446, loss: 1.6446, grad_norm: 5.4109 2021-02-05 13:13:57,300 - mmaction - INFO - Epoch [44][500/3757] lr: 1.000e-02, eta: 2 days, 0:12:47, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8008, loss_cls: 1.7516, loss: 1.7516, grad_norm: 5.4542 2021-02-05 13:14:06,254 - mmaction - INFO - Epoch [44][520/3757] lr: 1.000e-02, eta: 2 days, 0:12:12, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6211, top5_acc: 0.8258, loss_cls: 1.5923, loss: 1.5923, grad_norm: 5.1333 2021-02-05 13:14:15,182 - mmaction - INFO - Epoch [44][540/3757] lr: 1.000e-02, eta: 2 days, 0:11:36, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8250, loss_cls: 1.6867, loss: 1.6867, grad_norm: 5.5442 2021-02-05 13:14:24,074 - mmaction - INFO - Epoch [44][560/3757] lr: 1.000e-02, eta: 2 days, 0:11:00, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5992, top5_acc: 0.8055, loss_cls: 1.7132, loss: 1.7132, grad_norm: 5.4133 2021-02-05 13:14:33,001 - mmaction - INFO - Epoch [44][580/3757] lr: 1.000e-02, eta: 2 days, 0:10:24, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8102, loss_cls: 1.7470, loss: 1.7470, grad_norm: 5.4681 2021-02-05 13:14:41,984 - mmaction - INFO - Epoch [44][600/3757] lr: 1.000e-02, eta: 2 days, 0:09:48, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8195, loss_cls: 1.6355, loss: 1.6355, grad_norm: 5.4495 2021-02-05 13:14:50,931 - mmaction - INFO - Epoch [44][620/3757] lr: 1.000e-02, eta: 2 days, 0:09:12, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8219, loss_cls: 1.6654, loss: 1.6654, grad_norm: 5.3464 2021-02-05 13:14:59,874 - mmaction - INFO - Epoch [44][640/3757] lr: 1.000e-02, eta: 2 days, 0:08:36, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8023, loss_cls: 1.7835, loss: 1.7835, grad_norm: 5.5610 2021-02-05 13:15:08,847 - mmaction - INFO - Epoch [44][660/3757] lr: 1.000e-02, eta: 2 days, 0:08:01, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8008, loss_cls: 1.8098, loss: 1.8098, grad_norm: 5.4343 2021-02-05 13:15:17,817 - mmaction - INFO - Epoch [44][680/3757] lr: 1.000e-02, eta: 2 days, 0:07:25, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7914, loss_cls: 1.7880, loss: 1.7880, grad_norm: 5.3557 2021-02-05 13:15:26,723 - mmaction - INFO - Epoch [44][700/3757] lr: 1.000e-02, eta: 2 days, 0:06:49, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7984, loss_cls: 1.7913, loss: 1.7913, grad_norm: 5.3605 2021-02-05 13:15:35,668 - mmaction - INFO - Epoch [44][720/3757] lr: 1.000e-02, eta: 2 days, 0:06:13, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8023, loss_cls: 1.7847, loss: 1.7847, grad_norm: 5.4330 2021-02-05 13:15:44,657 - mmaction - INFO - Epoch [44][740/3757] lr: 1.000e-02, eta: 2 days, 0:05:38, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7644, loss: 1.7644, grad_norm: 5.3602 2021-02-05 13:15:53,689 - mmaction - INFO - Epoch [44][760/3757] lr: 1.000e-02, eta: 2 days, 0:05:02, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8109, loss_cls: 1.7020, loss: 1.7020, grad_norm: 5.5434 2021-02-05 13:16:02,618 - mmaction - INFO - Epoch [44][780/3757] lr: 1.000e-02, eta: 2 days, 0:04:26, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6062, top5_acc: 0.8281, loss_cls: 1.6245, loss: 1.6245, grad_norm: 5.3619 2021-02-05 13:16:11,557 - mmaction - INFO - Epoch [44][800/3757] lr: 1.000e-02, eta: 2 days, 0:03:51, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.8047, loss_cls: 1.7875, loss: 1.7875, grad_norm: 5.5699 2021-02-05 13:16:20,489 - mmaction - INFO - Epoch [44][820/3757] lr: 1.000e-02, eta: 2 days, 0:03:15, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8102, loss_cls: 1.6963, loss: 1.6963, grad_norm: 5.3757 2021-02-05 13:16:29,395 - mmaction - INFO - Epoch [44][840/3757] lr: 1.000e-02, eta: 2 days, 0:02:39, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8016, loss_cls: 1.7744, loss: 1.7744, grad_norm: 5.5247 2021-02-05 13:16:38,329 - mmaction - INFO - Epoch [44][860/3757] lr: 1.000e-02, eta: 2 days, 0:02:04, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8195, loss_cls: 1.6984, loss: 1.6984, grad_norm: 5.3968 2021-02-05 13:16:47,285 - mmaction - INFO - Epoch [44][880/3757] lr: 1.000e-02, eta: 2 days, 0:01:28, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8148, loss_cls: 1.7150, loss: 1.7150, grad_norm: 5.3758 2021-02-05 13:16:56,283 - mmaction - INFO - Epoch [44][900/3757] lr: 1.000e-02, eta: 2 days, 0:00:52, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8031, loss_cls: 1.7384, loss: 1.7384, grad_norm: 5.4321 2021-02-05 13:17:05,213 - mmaction - INFO - Epoch [44][920/3757] lr: 1.000e-02, eta: 2 days, 0:00:17, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8055, loss_cls: 1.7708, loss: 1.7708, grad_norm: 5.3408 2021-02-05 13:17:14,193 - mmaction - INFO - Epoch [44][940/3757] lr: 1.000e-02, eta: 1 day, 23:59:41, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.8094, loss_cls: 1.8139, loss: 1.8139, grad_norm: 5.4228 2021-02-05 13:17:23,188 - mmaction - INFO - Epoch [44][960/3757] lr: 1.000e-02, eta: 1 day, 23:59:06, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.7930, loss_cls: 1.7906, loss: 1.7906, grad_norm: 5.3860 2021-02-05 13:17:32,178 - mmaction - INFO - Epoch [44][980/3757] lr: 1.000e-02, eta: 1 day, 23:58:30, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6203, top5_acc: 0.8148, loss_cls: 1.6878, loss: 1.6878, grad_norm: 5.2431 2021-02-05 13:17:41,107 - mmaction - INFO - Epoch [44][1000/3757] lr: 1.000e-02, eta: 1 day, 23:57:55, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8000, loss_cls: 1.7826, loss: 1.7826, grad_norm: 5.2665 2021-02-05 13:17:49,978 - mmaction - INFO - Epoch [44][1020/3757] lr: 1.000e-02, eta: 1 day, 23:57:19, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8078, loss_cls: 1.7293, loss: 1.7293, grad_norm: 5.2675 2021-02-05 13:17:58,916 - mmaction - INFO - Epoch [44][1040/3757] lr: 1.000e-02, eta: 1 day, 23:56:43, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7977, loss_cls: 1.7796, loss: 1.7796, grad_norm: 5.4402 2021-02-05 13:18:07,846 - mmaction - INFO - Epoch [44][1060/3757] lr: 1.000e-02, eta: 1 day, 23:56:08, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7992, loss_cls: 1.8254, loss: 1.8254, grad_norm: 5.3338 2021-02-05 13:18:16,751 - mmaction - INFO - Epoch [44][1080/3757] lr: 1.000e-02, eta: 1 day, 23:55:32, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6023, top5_acc: 0.8039, loss_cls: 1.7095, loss: 1.7095, grad_norm: 5.2167 2021-02-05 13:18:25,700 - mmaction - INFO - Epoch [44][1100/3757] lr: 1.000e-02, eta: 1 day, 23:54:57, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8070, loss_cls: 1.7811, loss: 1.7811, grad_norm: 5.5105 2021-02-05 13:18:34,661 - mmaction - INFO - Epoch [44][1120/3757] lr: 1.000e-02, eta: 1 day, 23:54:21, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8203, loss_cls: 1.6646, loss: 1.6646, grad_norm: 5.5138 2021-02-05 13:18:43,595 - mmaction - INFO - Epoch [44][1140/3757] lr: 1.000e-02, eta: 1 day, 23:53:46, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7914, loss_cls: 1.7917, loss: 1.7917, grad_norm: 5.4507 2021-02-05 13:18:52,547 - mmaction - INFO - Epoch [44][1160/3757] lr: 1.000e-02, eta: 1 day, 23:53:10, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8180, loss_cls: 1.7034, loss: 1.7034, grad_norm: 5.4282 2021-02-05 13:19:01,504 - mmaction - INFO - Epoch [44][1180/3757] lr: 1.000e-02, eta: 1 day, 23:52:35, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8125, loss_cls: 1.7065, loss: 1.7065, grad_norm: 5.3768 2021-02-05 13:19:10,416 - mmaction - INFO - Epoch [44][1200/3757] lr: 1.000e-02, eta: 1 day, 23:51:59, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8016, loss_cls: 1.7569, loss: 1.7569, grad_norm: 5.2038 2021-02-05 13:19:19,418 - mmaction - INFO - Epoch [44][1220/3757] lr: 1.000e-02, eta: 1 day, 23:51:24, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.6117, top5_acc: 0.8187, loss_cls: 1.6578, loss: 1.6578, grad_norm: 5.0936 2021-02-05 13:19:28,364 - mmaction - INFO - Epoch [44][1240/3757] lr: 1.000e-02, eta: 1 day, 23:50:49, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8078, loss_cls: 1.7230, loss: 1.7230, grad_norm: 5.2231 2021-02-05 13:19:37,293 - mmaction - INFO - Epoch [44][1260/3757] lr: 1.000e-02, eta: 1 day, 23:50:13, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8094, loss_cls: 1.7713, loss: 1.7713, grad_norm: 5.4658 2021-02-05 13:19:46,346 - mmaction - INFO - Epoch [44][1280/3757] lr: 1.000e-02, eta: 1 day, 23:49:38, time: 0.453, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7961, loss_cls: 1.7695, loss: 1.7695, grad_norm: 5.4688 2021-02-05 13:19:55,318 - mmaction - INFO - Epoch [44][1300/3757] lr: 1.000e-02, eta: 1 day, 23:49:03, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8172, loss_cls: 1.7153, loss: 1.7153, grad_norm: 5.4205 2021-02-05 13:20:04,318 - mmaction - INFO - Epoch [44][1320/3757] lr: 1.000e-02, eta: 1 day, 23:48:28, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8078, loss_cls: 1.7201, loss: 1.7201, grad_norm: 5.4788 2021-02-05 13:20:13,359 - mmaction - INFO - Epoch [44][1340/3757] lr: 1.000e-02, eta: 1 day, 23:47:53, time: 0.452, data_time: 0.000, memory: 7141, top1_acc: 0.6023, top5_acc: 0.8195, loss_cls: 1.6655, loss: 1.6655, grad_norm: 5.3258 2021-02-05 13:20:22,258 - mmaction - INFO - Epoch [44][1360/3757] lr: 1.000e-02, eta: 1 day, 23:47:17, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.7977, loss_cls: 1.7830, loss: 1.7830, grad_norm: 5.4339 2021-02-05 13:20:31,268 - mmaction - INFO - Epoch [44][1380/3757] lr: 1.000e-02, eta: 1 day, 23:46:42, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8039, loss_cls: 1.7750, loss: 1.7750, grad_norm: 5.4079 2021-02-05 13:20:40,185 - mmaction - INFO - Epoch [44][1400/3757] lr: 1.000e-02, eta: 1 day, 23:46:07, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7891, loss_cls: 1.8162, loss: 1.8162, grad_norm: 5.2855 2021-02-05 13:20:49,070 - mmaction - INFO - Epoch [44][1420/3757] lr: 1.000e-02, eta: 1 day, 23:45:31, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7977, loss_cls: 1.7856, loss: 1.7856, grad_norm: 5.4040 2021-02-05 13:20:58,083 - mmaction - INFO - Epoch [44][1440/3757] lr: 1.000e-02, eta: 1 day, 23:44:56, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8063, loss_cls: 1.7259, loss: 1.7259, grad_norm: 5.4487 2021-02-05 13:21:07,018 - mmaction - INFO - Epoch [44][1460/3757] lr: 1.000e-02, eta: 1 day, 23:44:21, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7875, loss_cls: 1.8099, loss: 1.8099, grad_norm: 5.3747 2021-02-05 13:21:15,916 - mmaction - INFO - Epoch [44][1480/3757] lr: 1.000e-02, eta: 1 day, 23:43:45, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.7906, loss_cls: 1.7986, loss: 1.7986, grad_norm: 5.2562 2021-02-05 13:21:24,845 - mmaction - INFO - Epoch [44][1500/3757] lr: 1.000e-02, eta: 1 day, 23:43:10, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8039, loss_cls: 1.7905, loss: 1.7905, grad_norm: 5.4741 2021-02-05 13:21:33,870 - mmaction - INFO - Epoch [44][1520/3757] lr: 1.000e-02, eta: 1 day, 23:42:35, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.7306, loss: 1.7306, grad_norm: 5.2114 2021-02-05 13:21:42,796 - mmaction - INFO - Epoch [44][1540/3757] lr: 1.000e-02, eta: 1 day, 23:42:00, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8078, loss_cls: 1.7669, loss: 1.7669, grad_norm: 5.4387 2021-02-05 13:21:51,741 - mmaction - INFO - Epoch [44][1560/3757] lr: 1.000e-02, eta: 1 day, 23:41:25, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.7969, loss_cls: 1.7677, loss: 1.7677, grad_norm: 5.4233 2021-02-05 13:22:00,634 - mmaction - INFO - Epoch [44][1580/3757] lr: 1.000e-02, eta: 1 day, 23:40:49, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8156, loss_cls: 1.6897, loss: 1.6897, grad_norm: 5.3808 2021-02-05 13:22:09,594 - mmaction - INFO - Epoch [44][1600/3757] lr: 1.000e-02, eta: 1 day, 23:40:14, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.8231, loss: 1.8231, grad_norm: 5.2863 2021-02-05 13:22:18,480 - mmaction - INFO - Epoch [44][1620/3757] lr: 1.000e-02, eta: 1 day, 23:39:39, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5375, top5_acc: 0.7836, loss_cls: 1.9433, loss: 1.9433, grad_norm: 5.5092 2021-02-05 13:22:28,768 - mmaction - INFO - Epoch [44][1640/3757] lr: 1.000e-02, eta: 1 day, 23:39:07, time: 0.515, data_time: 0.001, memory: 7141, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6918, loss: 1.6918, grad_norm: 5.2293 2021-02-05 13:22:37,661 - mmaction - INFO - Epoch [44][1660/3757] lr: 1.000e-02, eta: 1 day, 23:38:32, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8023, loss_cls: 1.7350, loss: 1.7350, grad_norm: 5.1688 2021-02-05 13:22:46,547 - mmaction - INFO - Epoch [44][1680/3757] lr: 1.000e-02, eta: 1 day, 23:37:57, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.7867, loss_cls: 1.7734, loss: 1.7734, grad_norm: 5.4107 2021-02-05 13:22:55,366 - mmaction - INFO - Epoch [44][1700/3757] lr: 1.000e-02, eta: 1 day, 23:37:21, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8016, loss_cls: 1.8346, loss: 1.8346, grad_norm: 5.5977 2021-02-05 13:23:04,220 - mmaction - INFO - Epoch [44][1720/3757] lr: 1.000e-02, eta: 1 day, 23:36:46, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7984, loss_cls: 1.8009, loss: 1.8009, grad_norm: 5.3135 2021-02-05 13:23:13,176 - mmaction - INFO - Epoch [44][1740/3757] lr: 1.000e-02, eta: 1 day, 23:36:11, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8016, loss_cls: 1.7604, loss: 1.7604, grad_norm: 5.2883 2021-02-05 13:23:22,107 - mmaction - INFO - Epoch [44][1760/3757] lr: 1.000e-02, eta: 1 day, 23:35:36, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8141, loss_cls: 1.7104, loss: 1.7104, grad_norm: 5.3324 2021-02-05 13:23:31,106 - mmaction - INFO - Epoch [44][1780/3757] lr: 1.000e-02, eta: 1 day, 23:35:01, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7914, loss_cls: 1.8176, loss: 1.8176, grad_norm: 5.6287 2021-02-05 13:23:40,029 - mmaction - INFO - Epoch [44][1800/3757] lr: 1.000e-02, eta: 1 day, 23:34:26, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5531, top5_acc: 0.8016, loss_cls: 1.8187, loss: 1.8187, grad_norm: 5.5639 2021-02-05 13:23:48,980 - mmaction - INFO - Epoch [44][1820/3757] lr: 1.000e-02, eta: 1 day, 23:33:51, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7977, loss_cls: 1.7762, loss: 1.7762, grad_norm: 5.4678 2021-02-05 13:23:57,888 - mmaction - INFO - Epoch [44][1840/3757] lr: 1.000e-02, eta: 1 day, 23:33:16, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7922, loss_cls: 1.8319, loss: 1.8319, grad_norm: 5.4719 2021-02-05 13:24:06,884 - mmaction - INFO - Epoch [44][1860/3757] lr: 1.000e-02, eta: 1 day, 23:32:41, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7937, loss_cls: 1.8127, loss: 1.8127, grad_norm: 5.5007 2021-02-05 13:24:15,736 - mmaction - INFO - Epoch [44][1880/3757] lr: 1.000e-02, eta: 1 day, 23:32:05, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8078, loss_cls: 1.7400, loss: 1.7400, grad_norm: 5.3488 2021-02-05 13:24:24,651 - mmaction - INFO - Epoch [44][1900/3757] lr: 1.000e-02, eta: 1 day, 23:31:30, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8063, loss_cls: 1.7420, loss: 1.7420, grad_norm: 5.4478 2021-02-05 13:24:33,578 - mmaction - INFO - Epoch [44][1920/3757] lr: 1.000e-02, eta: 1 day, 23:30:55, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8047, loss_cls: 1.7739, loss: 1.7739, grad_norm: 5.4866 2021-02-05 13:24:42,491 - mmaction - INFO - Epoch [44][1940/3757] lr: 1.000e-02, eta: 1 day, 23:30:20, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8031, loss_cls: 1.7917, loss: 1.7917, grad_norm: 5.4413 2021-02-05 13:24:51,435 - mmaction - INFO - Epoch [44][1960/3757] lr: 1.000e-02, eta: 1 day, 23:29:45, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8008, loss_cls: 1.7560, loss: 1.7560, grad_norm: 5.5198 2021-02-05 13:25:00,370 - mmaction - INFO - Epoch [44][1980/3757] lr: 1.000e-02, eta: 1 day, 23:29:10, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8063, loss_cls: 1.7934, loss: 1.7934, grad_norm: 5.5276 2021-02-05 13:25:09,234 - mmaction - INFO - Epoch [44][2000/3757] lr: 1.000e-02, eta: 1 day, 23:28:35, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8125, loss_cls: 1.7060, loss: 1.7060, grad_norm: 5.3907 2021-02-05 13:25:18,094 - mmaction - INFO - Epoch [44][2020/3757] lr: 1.000e-02, eta: 1 day, 23:28:00, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8016, loss_cls: 1.7700, loss: 1.7700, grad_norm: 5.5578 2021-02-05 13:25:27,046 - mmaction - INFO - Epoch [44][2040/3757] lr: 1.000e-02, eta: 1 day, 23:27:25, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7969, loss_cls: 1.7691, loss: 1.7691, grad_norm: 5.4481 2021-02-05 13:25:35,938 - mmaction - INFO - Epoch [44][2060/3757] lr: 1.000e-02, eta: 1 day, 23:26:50, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7945, loss_cls: 1.8187, loss: 1.8187, grad_norm: 5.4371 2021-02-05 13:25:44,876 - mmaction - INFO - Epoch [44][2080/3757] lr: 1.000e-02, eta: 1 day, 23:26:15, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7992, loss_cls: 1.7777, loss: 1.7777, grad_norm: 5.4812 2021-02-05 13:25:53,756 - mmaction - INFO - Epoch [44][2100/3757] lr: 1.000e-02, eta: 1 day, 23:25:40, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7945, loss_cls: 1.7965, loss: 1.7965, grad_norm: 5.4890 2021-02-05 13:26:02,720 - mmaction - INFO - Epoch [44][2120/3757] lr: 1.000e-02, eta: 1 day, 23:25:06, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.8055, loss_cls: 1.7830, loss: 1.7830, grad_norm: 5.5595 2021-02-05 13:26:11,627 - mmaction - INFO - Epoch [44][2140/3757] lr: 1.000e-02, eta: 1 day, 23:24:31, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8156, loss_cls: 1.7491, loss: 1.7491, grad_norm: 5.3509 2021-02-05 13:26:20,576 - mmaction - INFO - Epoch [44][2160/3757] lr: 1.000e-02, eta: 1 day, 23:23:56, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8211, loss_cls: 1.6966, loss: 1.6966, grad_norm: 5.3213 2021-02-05 13:26:29,534 - mmaction - INFO - Epoch [44][2180/3757] lr: 1.000e-02, eta: 1 day, 23:23:21, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7914, loss_cls: 1.8702, loss: 1.8702, grad_norm: 5.3816 2021-02-05 13:26:38,457 - mmaction - INFO - Epoch [44][2200/3757] lr: 1.000e-02, eta: 1 day, 23:22:46, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8016, loss_cls: 1.8123, loss: 1.8123, grad_norm: 5.1664 2021-02-05 13:26:47,413 - mmaction - INFO - Epoch [44][2220/3757] lr: 1.000e-02, eta: 1 day, 23:22:11, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7977, loss_cls: 1.7740, loss: 1.7740, grad_norm: 5.5310 2021-02-05 13:26:56,312 - mmaction - INFO - Epoch [44][2240/3757] lr: 1.000e-02, eta: 1 day, 23:21:37, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8063, loss_cls: 1.7521, loss: 1.7521, grad_norm: 5.3403 2021-02-05 13:27:05,170 - mmaction - INFO - Epoch [44][2260/3757] lr: 1.000e-02, eta: 1 day, 23:21:02, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8047, loss_cls: 1.7877, loss: 1.7877, grad_norm: 5.5775 2021-02-05 13:27:14,070 - mmaction - INFO - Epoch [44][2280/3757] lr: 1.000e-02, eta: 1 day, 23:20:27, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7984, loss_cls: 1.7991, loss: 1.7991, grad_norm: 5.6616 2021-02-05 13:27:23,058 - mmaction - INFO - Epoch [44][2300/3757] lr: 1.000e-02, eta: 1 day, 23:19:52, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8055, loss_cls: 1.7100, loss: 1.7100, grad_norm: 5.3355 2021-02-05 13:27:32,035 - mmaction - INFO - Epoch [44][2320/3757] lr: 1.000e-02, eta: 1 day, 23:19:18, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8203, loss_cls: 1.6952, loss: 1.6952, grad_norm: 5.1943 2021-02-05 13:27:40,940 - mmaction - INFO - Epoch [44][2340/3757] lr: 1.000e-02, eta: 1 day, 23:18:43, time: 0.446, data_time: 0.003, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7898, loss_cls: 1.7938, loss: 1.7938, grad_norm: 5.5890 2021-02-05 13:27:49,796 - mmaction - INFO - Epoch [44][2360/3757] lr: 1.000e-02, eta: 1 day, 23:18:08, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8023, loss_cls: 1.7834, loss: 1.7834, grad_norm: 5.2790 2021-02-05 13:27:58,670 - mmaction - INFO - Epoch [44][2380/3757] lr: 1.000e-02, eta: 1 day, 23:17:33, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8055, loss_cls: 1.6787, loss: 1.6787, grad_norm: 5.2661 2021-02-05 13:28:11,484 - mmaction - INFO - Epoch [44][2400/3757] lr: 1.000e-02, eta: 1 day, 23:17:08, time: 0.640, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.8000, loss_cls: 1.8206, loss: 1.8206, grad_norm: 5.3315 2021-02-05 13:28:20,321 - mmaction - INFO - Epoch [44][2420/3757] lr: 1.000e-02, eta: 1 day, 23:16:33, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7867, loss_cls: 1.8454, loss: 1.8454, grad_norm: 5.3767 2021-02-05 13:28:29,122 - mmaction - INFO - Epoch [44][2440/3757] lr: 1.000e-02, eta: 1 day, 23:15:58, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8086, loss_cls: 1.7204, loss: 1.7204, grad_norm: 5.3448 2021-02-05 13:28:38,031 - mmaction - INFO - Epoch [44][2460/3757] lr: 1.000e-02, eta: 1 day, 23:15:24, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.8023, loss_cls: 1.8257, loss: 1.8257, grad_norm: 5.5779 2021-02-05 13:28:46,966 - mmaction - INFO - Epoch [44][2480/3757] lr: 1.000e-02, eta: 1 day, 23:14:49, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.8063, loss_cls: 1.8084, loss: 1.8084, grad_norm: 5.4560 2021-02-05 13:28:55,828 - mmaction - INFO - Epoch [44][2500/3757] lr: 1.000e-02, eta: 1 day, 23:14:14, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7828, loss_cls: 1.8270, loss: 1.8270, grad_norm: 5.2115 2021-02-05 13:29:04,673 - mmaction - INFO - Epoch [44][2520/3757] lr: 1.000e-02, eta: 1 day, 23:13:39, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8117, loss_cls: 1.7649, loss: 1.7649, grad_norm: 5.2706 2021-02-05 13:29:13,608 - mmaction - INFO - Epoch [44][2540/3757] lr: 1.000e-02, eta: 1 day, 23:13:05, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6031, top5_acc: 0.8125, loss_cls: 1.7398, loss: 1.7398, grad_norm: 5.5694 2021-02-05 13:29:22,540 - mmaction - INFO - Epoch [44][2560/3757] lr: 1.000e-02, eta: 1 day, 23:12:30, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7961, loss_cls: 1.8183, loss: 1.8183, grad_norm: 5.6289 2021-02-05 13:29:31,404 - mmaction - INFO - Epoch [44][2580/3757] lr: 1.000e-02, eta: 1 day, 23:11:55, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7984, loss_cls: 1.8020, loss: 1.8020, grad_norm: 5.3453 2021-02-05 13:29:40,327 - mmaction - INFO - Epoch [44][2600/3757] lr: 1.000e-02, eta: 1 day, 23:11:21, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7852, loss_cls: 1.8566, loss: 1.8566, grad_norm: 5.3687 2021-02-05 13:29:49,187 - mmaction - INFO - Epoch [44][2620/3757] lr: 1.000e-02, eta: 1 day, 23:10:46, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7977, loss_cls: 1.8415, loss: 1.8415, grad_norm: 5.4491 2021-02-05 13:29:58,234 - mmaction - INFO - Epoch [44][2640/3757] lr: 1.000e-02, eta: 1 day, 23:10:12, time: 0.452, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.8047, loss_cls: 1.8288, loss: 1.8288, grad_norm: 5.5106 2021-02-05 13:30:07,113 - mmaction - INFO - Epoch [44][2660/3757] lr: 1.000e-02, eta: 1 day, 23:09:37, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8125, loss_cls: 1.7353, loss: 1.7353, grad_norm: 5.3241 2021-02-05 13:30:16,048 - mmaction - INFO - Epoch [44][2680/3757] lr: 1.000e-02, eta: 1 day, 23:09:03, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7898, loss_cls: 1.8157, loss: 1.8157, grad_norm: 5.0965 2021-02-05 13:30:24,902 - mmaction - INFO - Epoch [44][2700/3757] lr: 1.000e-02, eta: 1 day, 23:08:28, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8109, loss_cls: 1.6793, loss: 1.6793, grad_norm: 5.0725 2021-02-05 13:30:33,787 - mmaction - INFO - Epoch [44][2720/3757] lr: 1.000e-02, eta: 1 day, 23:07:53, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.6731, loss: 1.6731, grad_norm: 5.3693 2021-02-05 13:30:42,628 - mmaction - INFO - Epoch [44][2740/3757] lr: 1.000e-02, eta: 1 day, 23:07:19, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7984, loss_cls: 1.8109, loss: 1.8109, grad_norm: 5.4549 2021-02-05 13:30:51,545 - mmaction - INFO - Epoch [44][2760/3757] lr: 1.000e-02, eta: 1 day, 23:06:44, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8172, loss_cls: 1.6635, loss: 1.6635, grad_norm: 5.2584 2021-02-05 13:31:00,386 - mmaction - INFO - Epoch [44][2780/3757] lr: 1.000e-02, eta: 1 day, 23:06:09, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8117, loss_cls: 1.7261, loss: 1.7261, grad_norm: 5.3835 2021-02-05 13:31:09,310 - mmaction - INFO - Epoch [44][2800/3757] lr: 1.000e-02, eta: 1 day, 23:05:35, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8094, loss_cls: 1.7493, loss: 1.7493, grad_norm: 5.3682 2021-02-05 13:31:18,177 - mmaction - INFO - Epoch [44][2820/3757] lr: 1.000e-02, eta: 1 day, 23:05:00, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8016, loss_cls: 1.7862, loss: 1.7862, grad_norm: 5.3177 2021-02-05 13:31:27,124 - mmaction - INFO - Epoch [44][2840/3757] lr: 1.000e-02, eta: 1 day, 23:04:26, time: 0.447, data_time: 0.002, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8031, loss_cls: 1.7813, loss: 1.7813, grad_norm: 5.4883 2021-02-05 13:31:36,028 - mmaction - INFO - Epoch [44][2860/3757] lr: 1.000e-02, eta: 1 day, 23:03:51, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.7992, loss_cls: 1.7558, loss: 1.7558, grad_norm: 5.4269 2021-02-05 13:31:44,891 - mmaction - INFO - Epoch [44][2880/3757] lr: 1.000e-02, eta: 1 day, 23:03:17, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8094, loss_cls: 1.7375, loss: 1.7375, grad_norm: 5.5238 2021-02-05 13:31:53,809 - mmaction - INFO - Epoch [44][2900/3757] lr: 1.000e-02, eta: 1 day, 23:02:42, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8211, loss_cls: 1.6462, loss: 1.6462, grad_norm: 5.3135 2021-02-05 13:32:02,731 - mmaction - INFO - Epoch [44][2920/3757] lr: 1.000e-02, eta: 1 day, 23:02:08, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6023, top5_acc: 0.7992, loss_cls: 1.7130, loss: 1.7130, grad_norm: 5.4136 2021-02-05 13:32:11,683 - mmaction - INFO - Epoch [44][2940/3757] lr: 1.000e-02, eta: 1 day, 23:01:34, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8000, loss_cls: 1.7812, loss: 1.7812, grad_norm: 5.2789 2021-02-05 13:32:20,568 - mmaction - INFO - Epoch [44][2960/3757] lr: 1.000e-02, eta: 1 day, 23:00:59, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8016, loss_cls: 1.8480, loss: 1.8480, grad_norm: 5.6142 2021-02-05 13:32:29,581 - mmaction - INFO - Epoch [44][2980/3757] lr: 1.000e-02, eta: 1 day, 23:00:25, time: 0.451, data_time: 0.005, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8031, loss_cls: 1.7610, loss: 1.7610, grad_norm: 5.5870 2021-02-05 13:32:38,475 - mmaction - INFO - Epoch [44][3000/3757] lr: 1.000e-02, eta: 1 day, 22:59:51, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5594, top5_acc: 0.8016, loss_cls: 1.8417, loss: 1.8417, grad_norm: 5.7122 2021-02-05 13:32:47,443 - mmaction - INFO - Epoch [44][3020/3757] lr: 1.000e-02, eta: 1 day, 22:59:17, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7898, loss_cls: 1.8152, loss: 1.8152, grad_norm: 5.4392 2021-02-05 13:32:56,331 - mmaction - INFO - Epoch [44][3040/3757] lr: 1.000e-02, eta: 1 day, 22:58:42, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7844, loss_cls: 1.7997, loss: 1.7997, grad_norm: 5.4240 2021-02-05 13:33:05,221 - mmaction - INFO - Epoch [44][3060/3757] lr: 1.000e-02, eta: 1 day, 22:58:08, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8141, loss_cls: 1.7470, loss: 1.7470, grad_norm: 5.4270 2021-02-05 13:33:14,171 - mmaction - INFO - Epoch [44][3080/3757] lr: 1.000e-02, eta: 1 day, 22:57:34, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8070, loss_cls: 1.7487, loss: 1.7487, grad_norm: 5.6314 2021-02-05 13:33:23,070 - mmaction - INFO - Epoch [44][3100/3757] lr: 1.000e-02, eta: 1 day, 22:56:59, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6148, top5_acc: 0.8211, loss_cls: 1.6623, loss: 1.6623, grad_norm: 5.2340 2021-02-05 13:33:31,940 - mmaction - INFO - Epoch [44][3120/3757] lr: 1.000e-02, eta: 1 day, 22:56:25, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7797, loss_cls: 1.8919, loss: 1.8919, grad_norm: 5.6365 2021-02-05 13:33:40,988 - mmaction - INFO - Epoch [44][3140/3757] lr: 1.000e-02, eta: 1 day, 22:55:51, time: 0.453, data_time: 0.001, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8078, loss_cls: 1.7155, loss: 1.7155, grad_norm: 5.2749 2021-02-05 13:33:49,905 - mmaction - INFO - Epoch [44][3160/3757] lr: 1.000e-02, eta: 1 day, 22:55:17, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8016, loss_cls: 1.7763, loss: 1.7763, grad_norm: 5.3642 2021-02-05 13:33:58,857 - mmaction - INFO - Epoch [44][3180/3757] lr: 1.000e-02, eta: 1 day, 22:54:42, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7805, loss_cls: 1.8551, loss: 1.8551, grad_norm: 5.2161 2021-02-05 13:34:07,783 - mmaction - INFO - Epoch [44][3200/3757] lr: 1.000e-02, eta: 1 day, 22:54:08, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8016, loss_cls: 1.7857, loss: 1.7857, grad_norm: 5.1927 2021-02-05 13:34:25,486 - mmaction - INFO - Epoch [44][3220/3757] lr: 1.000e-02, eta: 1 day, 22:53:57, time: 0.884, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7922, loss_cls: 1.8133, loss: 1.8133, grad_norm: 5.4836 2021-02-05 13:34:34,359 - mmaction - INFO - Epoch [44][3240/3757] lr: 1.000e-02, eta: 1 day, 22:53:22, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7969, loss_cls: 1.8554, loss: 1.8554, grad_norm: 5.4100 2021-02-05 13:34:43,240 - mmaction - INFO - Epoch [44][3260/3757] lr: 1.000e-02, eta: 1 day, 22:52:48, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.8141, loss_cls: 1.7979, loss: 1.7979, grad_norm: 5.3744 2021-02-05 13:34:52,202 - mmaction - INFO - Epoch [44][3280/3757] lr: 1.000e-02, eta: 1 day, 22:52:14, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8102, loss_cls: 1.7523, loss: 1.7523, grad_norm: 5.3476 2021-02-05 13:35:01,113 - mmaction - INFO - Epoch [44][3300/3757] lr: 1.000e-02, eta: 1 day, 22:51:40, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5461, top5_acc: 0.7828, loss_cls: 1.8712, loss: 1.8712, grad_norm: 5.3342 2021-02-05 13:35:10,042 - mmaction - INFO - Epoch [44][3320/3757] lr: 1.000e-02, eta: 1 day, 22:51:06, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7945, loss_cls: 1.8391, loss: 1.8391, grad_norm: 5.2574 2021-02-05 13:35:19,014 - mmaction - INFO - Epoch [44][3340/3757] lr: 1.000e-02, eta: 1 day, 22:50:31, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8172, loss_cls: 1.6975, loss: 1.6975, grad_norm: 5.2095 2021-02-05 13:35:27,925 - mmaction - INFO - Epoch [44][3360/3757] lr: 1.000e-02, eta: 1 day, 22:49:57, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8125, loss_cls: 1.6627, loss: 1.6627, grad_norm: 5.3719 2021-02-05 13:35:36,927 - mmaction - INFO - Epoch [44][3380/3757] lr: 1.000e-02, eta: 1 day, 22:49:23, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8180, loss_cls: 1.7673, loss: 1.7673, grad_norm: 5.3780 2021-02-05 13:35:45,885 - mmaction - INFO - Epoch [44][3400/3757] lr: 1.000e-02, eta: 1 day, 22:48:49, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8078, loss_cls: 1.7199, loss: 1.7199, grad_norm: 5.2593 2021-02-05 13:35:54,822 - mmaction - INFO - Epoch [44][3420/3757] lr: 1.000e-02, eta: 1 day, 22:48:15, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7922, loss_cls: 1.8342, loss: 1.8342, grad_norm: 5.2568 2021-02-05 13:36:03,809 - mmaction - INFO - Epoch [44][3440/3757] lr: 1.000e-02, eta: 1 day, 22:47:41, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7992, loss_cls: 1.8562, loss: 1.8562, grad_norm: 5.4154 2021-02-05 13:36:12,788 - mmaction - INFO - Epoch [44][3460/3757] lr: 1.000e-02, eta: 1 day, 22:47:07, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7977, loss_cls: 1.7838, loss: 1.7838, grad_norm: 5.2653 2021-02-05 13:36:21,793 - mmaction - INFO - Epoch [44][3480/3757] lr: 1.000e-02, eta: 1 day, 22:46:34, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7805, loss_cls: 1.8757, loss: 1.8757, grad_norm: 5.3919 2021-02-05 13:36:30,736 - mmaction - INFO - Epoch [44][3500/3757] lr: 1.000e-02, eta: 1 day, 22:46:00, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7992, loss_cls: 1.7769, loss: 1.7769, grad_norm: 5.3031 2021-02-05 13:36:39,590 - mmaction - INFO - Epoch [44][3520/3757] lr: 1.000e-02, eta: 1 day, 22:45:25, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7750, loss_cls: 1.9157, loss: 1.9157, grad_norm: 5.1691 2021-02-05 13:36:48,568 - mmaction - INFO - Epoch [44][3540/3757] lr: 1.000e-02, eta: 1 day, 22:44:52, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8109, loss_cls: 1.6789, loss: 1.6789, grad_norm: 5.0287 2021-02-05 13:36:57,521 - mmaction - INFO - Epoch [44][3560/3757] lr: 1.000e-02, eta: 1 day, 22:44:18, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6070, top5_acc: 0.8242, loss_cls: 1.6626, loss: 1.6626, grad_norm: 5.1188 2021-02-05 13:37:06,442 - mmaction - INFO - Epoch [44][3580/3757] lr: 1.000e-02, eta: 1 day, 22:43:44, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5945, top5_acc: 0.7906, loss_cls: 1.7678, loss: 1.7678, grad_norm: 5.2995 2021-02-05 13:37:15,416 - mmaction - INFO - Epoch [44][3600/3757] lr: 1.000e-02, eta: 1 day, 22:43:10, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8281, loss_cls: 1.6549, loss: 1.6549, grad_norm: 5.3131 2021-02-05 13:37:24,361 - mmaction - INFO - Epoch [44][3620/3757] lr: 1.000e-02, eta: 1 day, 22:42:36, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8016, loss_cls: 1.7345, loss: 1.7345, grad_norm: 5.4779 2021-02-05 13:37:33,315 - mmaction - INFO - Epoch [44][3640/3757] lr: 1.000e-02, eta: 1 day, 22:42:02, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8070, loss_cls: 1.7534, loss: 1.7534, grad_norm: 5.3108 2021-02-05 13:37:42,268 - mmaction - INFO - Epoch [44][3660/3757] lr: 1.000e-02, eta: 1 day, 22:41:28, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8086, loss_cls: 1.7693, loss: 1.7693, grad_norm: 5.4965 2021-02-05 13:37:51,217 - mmaction - INFO - Epoch [44][3680/3757] lr: 1.000e-02, eta: 1 day, 22:40:54, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5406, top5_acc: 0.7695, loss_cls: 1.9192, loss: 1.9192, grad_norm: 5.7529 2021-02-05 13:38:00,130 - mmaction - INFO - Epoch [44][3700/3757] lr: 1.000e-02, eta: 1 day, 22:40:20, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7766, loss_cls: 1.8903, loss: 1.8903, grad_norm: 5.5792 2021-02-05 13:38:09,121 - mmaction - INFO - Epoch [44][3720/3757] lr: 1.000e-02, eta: 1 day, 22:39:47, time: 0.449, data_time: 0.002, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8086, loss_cls: 1.7111, loss: 1.7111, grad_norm: 5.3683 2021-02-05 13:38:18,100 - mmaction - INFO - Epoch [44][3740/3757] lr: 1.000e-02, eta: 1 day, 22:39:13, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6156, top5_acc: 0.8187, loss_cls: 1.6724, loss: 1.6724, grad_norm: 5.1646 2021-02-05 13:38:27,124 - mmaction - INFO - Saving checkpoint at 44 epochs 2021-02-05 13:39:01,146 - mmaction - INFO - Epoch [45][20/3757] lr: 1.000e-02, eta: 1 day, 22:38:54, time: 1.680, data_time: 1.206, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8023, loss_cls: 1.7145, loss: 1.7145, grad_norm: 5.3536 2021-02-05 13:39:10,086 - mmaction - INFO - Epoch [45][40/3757] lr: 1.000e-02, eta: 1 day, 22:38:20, time: 0.447, data_time: 0.004, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8000, loss_cls: 1.7277, loss: 1.7277, grad_norm: 5.3867 2021-02-05 13:39:18,912 - mmaction - INFO - Epoch [45][60/3757] lr: 1.000e-02, eta: 1 day, 22:37:46, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.7961, loss_cls: 1.7589, loss: 1.7589, grad_norm: 5.2682 2021-02-05 13:39:27,811 - mmaction - INFO - Epoch [45][80/3757] lr: 1.000e-02, eta: 1 day, 22:37:12, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8164, loss_cls: 1.6812, loss: 1.6812, grad_norm: 5.2655 2021-02-05 13:39:36,639 - mmaction - INFO - Epoch [45][100/3757] lr: 1.000e-02, eta: 1 day, 22:36:38, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8055, loss_cls: 1.7055, loss: 1.7055, grad_norm: 5.3060 2021-02-05 13:39:45,523 - mmaction - INFO - Epoch [45][120/3757] lr: 1.000e-02, eta: 1 day, 22:36:04, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8141, loss_cls: 1.6956, loss: 1.6956, grad_norm: 5.3969 2021-02-05 13:39:54,444 - mmaction - INFO - Epoch [45][140/3757] lr: 1.000e-02, eta: 1 day, 22:35:30, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5938, top5_acc: 0.7977, loss_cls: 1.7174, loss: 1.7174, grad_norm: 5.3787 2021-02-05 13:40:03,414 - mmaction - INFO - Epoch [45][160/3757] lr: 1.000e-02, eta: 1 day, 22:34:56, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8141, loss_cls: 1.7174, loss: 1.7174, grad_norm: 5.3695 2021-02-05 13:40:12,349 - mmaction - INFO - Epoch [45][180/3757] lr: 1.000e-02, eta: 1 day, 22:34:22, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8039, loss_cls: 1.7186, loss: 1.7186, grad_norm: 5.4036 2021-02-05 13:40:21,240 - mmaction - INFO - Epoch [45][200/3757] lr: 1.000e-02, eta: 1 day, 22:33:49, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7937, loss_cls: 1.7842, loss: 1.7842, grad_norm: 5.4551 2021-02-05 13:40:30,221 - mmaction - INFO - Epoch [45][220/3757] lr: 1.000e-02, eta: 1 day, 22:33:15, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8008, loss_cls: 1.7301, loss: 1.7301, grad_norm: 5.2634 2021-02-05 13:40:39,363 - mmaction - INFO - Epoch [45][240/3757] lr: 1.000e-02, eta: 1 day, 22:32:42, time: 0.457, data_time: 0.011, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8055, loss_cls: 1.7363, loss: 1.7363, grad_norm: 5.4597 2021-02-05 13:40:48,315 - mmaction - INFO - Epoch [45][260/3757] lr: 1.000e-02, eta: 1 day, 22:32:08, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8016, loss_cls: 1.7607, loss: 1.7607, grad_norm: 5.4503 2021-02-05 13:40:57,199 - mmaction - INFO - Epoch [45][280/3757] lr: 1.000e-02, eta: 1 day, 22:31:34, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8148, loss_cls: 1.7360, loss: 1.7360, grad_norm: 5.4764 2021-02-05 13:41:06,146 - mmaction - INFO - Epoch [45][300/3757] lr: 1.000e-02, eta: 1 day, 22:31:01, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.8109, loss_cls: 1.7286, loss: 1.7286, grad_norm: 5.5433 2021-02-05 13:41:15,054 - mmaction - INFO - Epoch [45][320/3757] lr: 1.000e-02, eta: 1 day, 22:30:27, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6023, top5_acc: 0.8148, loss_cls: 1.6685, loss: 1.6685, grad_norm: 5.1386 2021-02-05 13:41:24,041 - mmaction - INFO - Epoch [45][340/3757] lr: 1.000e-02, eta: 1 day, 22:29:53, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7937, loss_cls: 1.7608, loss: 1.7608, grad_norm: 5.4470 2021-02-05 13:41:32,979 - mmaction - INFO - Epoch [45][360/3757] lr: 1.000e-02, eta: 1 day, 22:29:20, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8203, loss_cls: 1.6859, loss: 1.6859, grad_norm: 5.2457 2021-02-05 13:41:41,929 - mmaction - INFO - Epoch [45][380/3757] lr: 1.000e-02, eta: 1 day, 22:28:46, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8094, loss_cls: 1.8138, loss: 1.8138, grad_norm: 5.4261 2021-02-05 13:41:50,882 - mmaction - INFO - Epoch [45][400/3757] lr: 1.000e-02, eta: 1 day, 22:28:12, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8094, loss_cls: 1.7033, loss: 1.7033, grad_norm: 5.2832 2021-02-05 13:41:59,814 - mmaction - INFO - Epoch [45][420/3757] lr: 1.000e-02, eta: 1 day, 22:27:39, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6172, top5_acc: 0.8313, loss_cls: 1.6358, loss: 1.6358, grad_norm: 5.2116 2021-02-05 13:42:08,782 - mmaction - INFO - Epoch [45][440/3757] lr: 1.000e-02, eta: 1 day, 22:27:05, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5586, top5_acc: 0.8031, loss_cls: 1.7755, loss: 1.7755, grad_norm: 5.6178 2021-02-05 13:42:17,656 - mmaction - INFO - Epoch [45][460/3757] lr: 1.000e-02, eta: 1 day, 22:26:32, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6195, top5_acc: 0.8102, loss_cls: 1.6569, loss: 1.6569, grad_norm: 5.4256 2021-02-05 13:42:26,555 - mmaction - INFO - Epoch [45][480/3757] lr: 1.000e-02, eta: 1 day, 22:25:58, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8016, loss_cls: 1.7801, loss: 1.7801, grad_norm: 5.6178 2021-02-05 13:42:35,454 - mmaction - INFO - Epoch [45][500/3757] lr: 1.000e-02, eta: 1 day, 22:25:24, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8078, loss_cls: 1.7316, loss: 1.7316, grad_norm: 5.5356 2021-02-05 13:42:44,407 - mmaction - INFO - Epoch [45][520/3757] lr: 1.000e-02, eta: 1 day, 22:24:51, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5359, top5_acc: 0.7680, loss_cls: 1.9586, loss: 1.9586, grad_norm: 5.5013 2021-02-05 13:42:53,306 - mmaction - INFO - Epoch [45][540/3757] lr: 1.000e-02, eta: 1 day, 22:24:17, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8063, loss_cls: 1.7356, loss: 1.7356, grad_norm: 5.2720 2021-02-05 13:43:02,219 - mmaction - INFO - Epoch [45][560/3757] lr: 1.000e-02, eta: 1 day, 22:23:43, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6023, top5_acc: 0.8156, loss_cls: 1.6676, loss: 1.6676, grad_norm: 5.2000 2021-02-05 13:43:11,192 - mmaction - INFO - Epoch [45][580/3757] lr: 1.000e-02, eta: 1 day, 22:23:10, time: 0.449, data_time: 0.002, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8031, loss_cls: 1.7639, loss: 1.7639, grad_norm: 5.4626 2021-02-05 13:43:20,163 - mmaction - INFO - Epoch [45][600/3757] lr: 1.000e-02, eta: 1 day, 22:22:37, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8289, loss_cls: 1.6501, loss: 1.6501, grad_norm: 5.4745 2021-02-05 13:43:29,056 - mmaction - INFO - Epoch [45][620/3757] lr: 1.000e-02, eta: 1 day, 22:22:03, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7945, loss_cls: 1.8103, loss: 1.8103, grad_norm: 5.3733 2021-02-05 13:43:37,965 - mmaction - INFO - Epoch [45][640/3757] lr: 1.000e-02, eta: 1 day, 22:21:29, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8180, loss_cls: 1.6938, loss: 1.6938, grad_norm: 5.3334 2021-02-05 13:43:46,869 - mmaction - INFO - Epoch [45][660/3757] lr: 1.000e-02, eta: 1 day, 22:20:56, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7992, loss_cls: 1.7652, loss: 1.7652, grad_norm: 5.4835 2021-02-05 13:43:55,811 - mmaction - INFO - Epoch [45][680/3757] lr: 1.000e-02, eta: 1 day, 22:20:22, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6047, top5_acc: 0.8180, loss_cls: 1.6916, loss: 1.6916, grad_norm: 5.3076 2021-02-05 13:44:04,772 - mmaction - INFO - Epoch [45][700/3757] lr: 1.000e-02, eta: 1 day, 22:19:49, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8187, loss_cls: 1.7409, loss: 1.7409, grad_norm: 5.3707 2021-02-05 13:44:13,662 - mmaction - INFO - Epoch [45][720/3757] lr: 1.000e-02, eta: 1 day, 22:19:15, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7953, loss_cls: 1.7882, loss: 1.7882, grad_norm: 5.6169 2021-02-05 13:44:22,633 - mmaction - INFO - Epoch [45][740/3757] lr: 1.000e-02, eta: 1 day, 22:18:42, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8008, loss_cls: 1.7574, loss: 1.7574, grad_norm: 5.5050 2021-02-05 13:44:31,530 - mmaction - INFO - Epoch [45][760/3757] lr: 1.000e-02, eta: 1 day, 22:18:09, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8016, loss_cls: 1.7423, loss: 1.7423, grad_norm: 5.4574 2021-02-05 13:44:40,442 - mmaction - INFO - Epoch [45][780/3757] lr: 1.000e-02, eta: 1 day, 22:17:35, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8055, loss_cls: 1.7631, loss: 1.7631, grad_norm: 5.5526 2021-02-05 13:44:49,375 - mmaction - INFO - Epoch [45][800/3757] lr: 1.000e-02, eta: 1 day, 22:17:02, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8039, loss_cls: 1.7551, loss: 1.7551, grad_norm: 5.4989 2021-02-05 13:44:58,287 - mmaction - INFO - Epoch [45][820/3757] lr: 1.000e-02, eta: 1 day, 22:16:28, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7992, loss_cls: 1.7989, loss: 1.7989, grad_norm: 5.4073 2021-02-05 13:45:07,198 - mmaction - INFO - Epoch [45][840/3757] lr: 1.000e-02, eta: 1 day, 22:15:55, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8094, loss_cls: 1.6799, loss: 1.6799, grad_norm: 5.2824 2021-02-05 13:45:16,177 - mmaction - INFO - Epoch [45][860/3757] lr: 1.000e-02, eta: 1 day, 22:15:22, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8070, loss_cls: 1.7223, loss: 1.7223, grad_norm: 5.3464 2021-02-05 13:45:25,045 - mmaction - INFO - Epoch [45][880/3757] lr: 1.000e-02, eta: 1 day, 22:14:48, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8000, loss_cls: 1.7803, loss: 1.7803, grad_norm: 5.2860 2021-02-05 13:45:34,014 - mmaction - INFO - Epoch [45][900/3757] lr: 1.000e-02, eta: 1 day, 22:14:15, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6180, top5_acc: 0.8258, loss_cls: 1.6148, loss: 1.6148, grad_norm: 5.1411 2021-02-05 13:45:42,936 - mmaction - INFO - Epoch [45][920/3757] lr: 1.000e-02, eta: 1 day, 22:13:41, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8086, loss_cls: 1.7182, loss: 1.7182, grad_norm: 5.3724 2021-02-05 13:45:51,902 - mmaction - INFO - Epoch [45][940/3757] lr: 1.000e-02, eta: 1 day, 22:13:08, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8109, loss_cls: 1.7956, loss: 1.7956, grad_norm: 5.5155 2021-02-05 13:46:00,787 - mmaction - INFO - Epoch [45][960/3757] lr: 1.000e-02, eta: 1 day, 22:12:35, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7961, loss_cls: 1.7943, loss: 1.7943, grad_norm: 5.6445 2021-02-05 13:46:09,642 - mmaction - INFO - Epoch [45][980/3757] lr: 1.000e-02, eta: 1 day, 22:12:01, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7937, loss_cls: 1.8596, loss: 1.8596, grad_norm: 5.5082 2021-02-05 13:46:18,581 - mmaction - INFO - Epoch [45][1000/3757] lr: 1.000e-02, eta: 1 day, 22:11:28, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7844, loss_cls: 1.8456, loss: 1.8456, grad_norm: 5.4557 2021-02-05 13:46:27,422 - mmaction - INFO - Epoch [45][1020/3757] lr: 1.000e-02, eta: 1 day, 22:10:55, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.8070, loss_cls: 1.8104, loss: 1.8104, grad_norm: 5.4781 2021-02-05 13:46:36,329 - mmaction - INFO - Epoch [45][1040/3757] lr: 1.000e-02, eta: 1 day, 22:10:21, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8133, loss_cls: 1.7291, loss: 1.7291, grad_norm: 5.3031 2021-02-05 13:46:45,177 - mmaction - INFO - Epoch [45][1060/3757] lr: 1.000e-02, eta: 1 day, 22:09:48, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6070, top5_acc: 0.8164, loss_cls: 1.6782, loss: 1.6782, grad_norm: 5.2246 2021-02-05 13:46:54,017 - mmaction - INFO - Epoch [45][1080/3757] lr: 1.000e-02, eta: 1 day, 22:09:14, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8125, loss_cls: 1.7388, loss: 1.7388, grad_norm: 5.4284 2021-02-05 13:47:02,942 - mmaction - INFO - Epoch [45][1100/3757] lr: 1.000e-02, eta: 1 day, 22:08:41, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8055, loss_cls: 1.7222, loss: 1.7222, grad_norm: 5.4343 2021-02-05 13:47:11,837 - mmaction - INFO - Epoch [45][1120/3757] lr: 1.000e-02, eta: 1 day, 22:08:08, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8094, loss_cls: 1.7061, loss: 1.7061, grad_norm: 5.4690 2021-02-05 13:47:20,788 - mmaction - INFO - Epoch [45][1140/3757] lr: 1.000e-02, eta: 1 day, 22:07:35, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8031, loss_cls: 1.7464, loss: 1.7464, grad_norm: 5.3476 2021-02-05 13:47:29,701 - mmaction - INFO - Epoch [45][1160/3757] lr: 1.000e-02, eta: 1 day, 22:07:01, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7922, loss_cls: 1.7662, loss: 1.7662, grad_norm: 5.2225 2021-02-05 13:47:38,673 - mmaction - INFO - Epoch [45][1180/3757] lr: 1.000e-02, eta: 1 day, 22:06:28, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8133, loss_cls: 1.7111, loss: 1.7111, grad_norm: 5.3383 2021-02-05 13:47:47,602 - mmaction - INFO - Epoch [45][1200/3757] lr: 1.000e-02, eta: 1 day, 22:05:55, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8148, loss_cls: 1.7576, loss: 1.7576, grad_norm: 5.6177 2021-02-05 13:47:56,470 - mmaction - INFO - Epoch [45][1220/3757] lr: 1.000e-02, eta: 1 day, 22:05:22, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8016, loss_cls: 1.6976, loss: 1.6976, grad_norm: 5.4406 2021-02-05 13:48:05,365 - mmaction - INFO - Epoch [45][1240/3757] lr: 1.000e-02, eta: 1 day, 22:04:48, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8070, loss_cls: 1.7230, loss: 1.7230, grad_norm: 5.3647 2021-02-05 13:48:14,268 - mmaction - INFO - Epoch [45][1260/3757] lr: 1.000e-02, eta: 1 day, 22:04:15, time: 0.445, data_time: 0.002, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8000, loss_cls: 1.7780, loss: 1.7780, grad_norm: 5.4245 2021-02-05 13:48:23,270 - mmaction - INFO - Epoch [45][1280/3757] lr: 1.000e-02, eta: 1 day, 22:03:42, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8086, loss_cls: 1.7257, loss: 1.7257, grad_norm: 5.5628 2021-02-05 13:48:32,209 - mmaction - INFO - Epoch [45][1300/3757] lr: 1.000e-02, eta: 1 day, 22:03:09, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8133, loss_cls: 1.7107, loss: 1.7107, grad_norm: 5.5842 2021-02-05 13:48:41,194 - mmaction - INFO - Epoch [45][1320/3757] lr: 1.000e-02, eta: 1 day, 22:02:36, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7969, loss_cls: 1.8514, loss: 1.8514, grad_norm: 5.7998 2021-02-05 13:48:50,241 - mmaction - INFO - Epoch [45][1340/3757] lr: 1.000e-02, eta: 1 day, 22:02:03, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.8070, loss_cls: 1.7832, loss: 1.7832, grad_norm: 5.8180 2021-02-05 13:48:59,128 - mmaction - INFO - Epoch [45][1360/3757] lr: 1.000e-02, eta: 1 day, 22:01:30, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5992, top5_acc: 0.8258, loss_cls: 1.6314, loss: 1.6314, grad_norm: 5.5153 2021-02-05 13:49:08,046 - mmaction - INFO - Epoch [45][1380/3757] lr: 1.000e-02, eta: 1 day, 22:00:57, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8023, loss_cls: 1.7357, loss: 1.7357, grad_norm: 6.1695 2021-02-05 13:49:17,097 - mmaction - INFO - Epoch [45][1400/3757] lr: 1.000e-02, eta: 1 day, 22:00:24, time: 0.453, data_time: 0.002, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8258, loss_cls: 1.6609, loss: 1.6609, grad_norm: 5.4110 2021-02-05 13:49:26,022 - mmaction - INFO - Epoch [45][1420/3757] lr: 1.000e-02, eta: 1 day, 21:59:51, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7953, loss_cls: 1.8175, loss: 1.8175, grad_norm: 5.4873 2021-02-05 13:49:34,885 - mmaction - INFO - Epoch [45][1440/3757] lr: 1.000e-02, eta: 1 day, 21:59:18, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7961, loss_cls: 1.7441, loss: 1.7441, grad_norm: 5.4695 2021-02-05 13:49:43,795 - mmaction - INFO - Epoch [45][1460/3757] lr: 1.000e-02, eta: 1 day, 21:58:45, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8023, loss_cls: 1.7842, loss: 1.7842, grad_norm: 5.3370 2021-02-05 13:49:52,759 - mmaction - INFO - Epoch [45][1480/3757] lr: 1.000e-02, eta: 1 day, 21:58:12, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7711, loss_cls: 1.8981, loss: 1.8981, grad_norm: 5.4568 2021-02-05 13:50:01,633 - mmaction - INFO - Epoch [45][1500/3757] lr: 1.000e-02, eta: 1 day, 21:57:39, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8031, loss_cls: 1.7386, loss: 1.7386, grad_norm: 5.3421 2021-02-05 13:50:10,480 - mmaction - INFO - Epoch [45][1520/3757] lr: 1.000e-02, eta: 1 day, 21:57:06, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7852, loss_cls: 1.8594, loss: 1.8594, grad_norm: 5.4501 2021-02-05 13:50:19,380 - mmaction - INFO - Epoch [45][1540/3757] lr: 1.000e-02, eta: 1 day, 21:56:33, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7883, loss_cls: 1.7571, loss: 1.7571, grad_norm: 5.2764 2021-02-05 13:50:28,284 - mmaction - INFO - Epoch [45][1560/3757] lr: 1.000e-02, eta: 1 day, 21:56:00, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8086, loss_cls: 1.7116, loss: 1.7116, grad_norm: 5.2619 2021-02-05 13:50:37,190 - mmaction - INFO - Epoch [45][1580/3757] lr: 1.000e-02, eta: 1 day, 21:55:27, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8023, loss_cls: 1.7143, loss: 1.7143, grad_norm: 5.3090 2021-02-05 13:50:46,071 - mmaction - INFO - Epoch [45][1600/3757] lr: 1.000e-02, eta: 1 day, 21:54:54, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.7871, loss: 1.7871, grad_norm: 5.3893 2021-02-05 13:50:54,978 - mmaction - INFO - Epoch [45][1620/3757] lr: 1.000e-02, eta: 1 day, 21:54:21, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8078, loss_cls: 1.7026, loss: 1.7026, grad_norm: 5.3308 2021-02-05 13:51:03,851 - mmaction - INFO - Epoch [45][1640/3757] lr: 1.000e-02, eta: 1 day, 21:53:48, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7984, loss_cls: 1.8082, loss: 1.8082, grad_norm: 5.4630 2021-02-05 13:51:12,787 - mmaction - INFO - Epoch [45][1660/3757] lr: 1.000e-02, eta: 1 day, 21:53:15, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8070, loss_cls: 1.6958, loss: 1.6958, grad_norm: 5.2669 2021-02-05 13:51:21,751 - mmaction - INFO - Epoch [45][1680/3757] lr: 1.000e-02, eta: 1 day, 21:52:42, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7781, loss_cls: 1.8606, loss: 1.8606, grad_norm: 5.5139 2021-02-05 13:51:30,735 - mmaction - INFO - Epoch [45][1700/3757] lr: 1.000e-02, eta: 1 day, 21:52:09, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.7906, loss_cls: 1.7894, loss: 1.7894, grad_norm: 5.1370 2021-02-05 13:51:39,597 - mmaction - INFO - Epoch [45][1720/3757] lr: 1.000e-02, eta: 1 day, 21:51:36, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8000, loss_cls: 1.7550, loss: 1.7550, grad_norm: 5.2391 2021-02-05 13:51:48,548 - mmaction - INFO - Epoch [45][1740/3757] lr: 1.000e-02, eta: 1 day, 21:51:03, time: 0.448, data_time: 0.002, memory: 7141, top1_acc: 0.5922, top5_acc: 0.7953, loss_cls: 1.7411, loss: 1.7411, grad_norm: 5.2338 2021-02-05 13:51:57,471 - mmaction - INFO - Epoch [45][1760/3757] lr: 1.000e-02, eta: 1 day, 21:50:30, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.8031, loss_cls: 1.7861, loss: 1.7861, grad_norm: 5.5531 2021-02-05 13:52:06,450 - mmaction - INFO - Epoch [45][1780/3757] lr: 1.000e-02, eta: 1 day, 21:49:58, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7969, loss_cls: 1.7567, loss: 1.7567, grad_norm: 5.3424 2021-02-05 13:52:15,446 - mmaction - INFO - Epoch [45][1800/3757] lr: 1.000e-02, eta: 1 day, 21:49:25, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8102, loss_cls: 1.7197, loss: 1.7197, grad_norm: 5.2948 2021-02-05 13:52:24,435 - mmaction - INFO - Epoch [45][1820/3757] lr: 1.000e-02, eta: 1 day, 21:48:52, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6023, top5_acc: 0.8023, loss_cls: 1.6921, loss: 1.6921, grad_norm: 5.4242 2021-02-05 13:52:33,318 - mmaction - INFO - Epoch [45][1840/3757] lr: 1.000e-02, eta: 1 day, 21:48:19, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8000, loss_cls: 1.7658, loss: 1.7658, grad_norm: 5.5728 2021-02-05 13:52:42,225 - mmaction - INFO - Epoch [45][1860/3757] lr: 1.000e-02, eta: 1 day, 21:47:46, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6055, top5_acc: 0.8016, loss_cls: 1.7169, loss: 1.7169, grad_norm: 5.5184 2021-02-05 13:52:51,253 - mmaction - INFO - Epoch [45][1880/3757] lr: 1.000e-02, eta: 1 day, 21:47:14, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.8055, loss_cls: 1.8790, loss: 1.8790, grad_norm: 5.4422 2021-02-05 13:53:00,194 - mmaction - INFO - Epoch [45][1900/3757] lr: 1.000e-02, eta: 1 day, 21:46:41, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8125, loss_cls: 1.7265, loss: 1.7265, grad_norm: 5.2333 2021-02-05 13:53:09,089 - mmaction - INFO - Epoch [45][1920/3757] lr: 1.000e-02, eta: 1 day, 21:46:08, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8086, loss_cls: 1.7327, loss: 1.7327, grad_norm: 5.3234 2021-02-05 13:53:17,956 - mmaction - INFO - Epoch [45][1940/3757] lr: 1.000e-02, eta: 1 day, 21:45:35, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8016, loss_cls: 1.7316, loss: 1.7316, grad_norm: 5.3144 2021-02-05 13:53:26,814 - mmaction - INFO - Epoch [45][1960/3757] lr: 1.000e-02, eta: 1 day, 21:45:02, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8195, loss_cls: 1.7102, loss: 1.7102, grad_norm: 5.2769 2021-02-05 13:53:35,692 - mmaction - INFO - Epoch [45][1980/3757] lr: 1.000e-02, eta: 1 day, 21:44:30, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8016, loss_cls: 1.7293, loss: 1.7293, grad_norm: 5.4953 2021-02-05 13:53:44,689 - mmaction - INFO - Epoch [45][2000/3757] lr: 1.000e-02, eta: 1 day, 21:43:57, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.8008, loss_cls: 1.8217, loss: 1.8217, grad_norm: 5.5197 2021-02-05 13:53:53,648 - mmaction - INFO - Epoch [45][2020/3757] lr: 1.000e-02, eta: 1 day, 21:43:24, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8000, loss_cls: 1.8100, loss: 1.8100, grad_norm: 5.4533 2021-02-05 13:54:02,626 - mmaction - INFO - Epoch [45][2040/3757] lr: 1.000e-02, eta: 1 day, 21:42:52, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8133, loss_cls: 1.7656, loss: 1.7656, grad_norm: 5.4274 2021-02-05 13:54:11,560 - mmaction - INFO - Epoch [45][2060/3757] lr: 1.000e-02, eta: 1 day, 21:42:19, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7945, loss_cls: 1.7852, loss: 1.7852, grad_norm: 5.2619 2021-02-05 13:54:20,447 - mmaction - INFO - Epoch [45][2080/3757] lr: 1.000e-02, eta: 1 day, 21:41:46, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8086, loss_cls: 1.7396, loss: 1.7396, grad_norm: 5.3964 2021-02-05 13:54:29,353 - mmaction - INFO - Epoch [45][2100/3757] lr: 1.000e-02, eta: 1 day, 21:41:14, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8039, loss_cls: 1.7455, loss: 1.7455, grad_norm: 5.1675 2021-02-05 13:54:38,288 - mmaction - INFO - Epoch [45][2120/3757] lr: 1.000e-02, eta: 1 day, 21:40:41, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8187, loss_cls: 1.6435, loss: 1.6435, grad_norm: 5.0518 2021-02-05 13:54:47,207 - mmaction - INFO - Epoch [45][2140/3757] lr: 1.000e-02, eta: 1 day, 21:40:08, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.7906, loss_cls: 1.7441, loss: 1.7441, grad_norm: 5.2871 2021-02-05 13:54:56,119 - mmaction - INFO - Epoch [45][2160/3757] lr: 1.000e-02, eta: 1 day, 21:39:36, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8008, loss_cls: 1.7163, loss: 1.7163, grad_norm: 5.2296 2021-02-05 13:55:05,117 - mmaction - INFO - Epoch [45][2180/3757] lr: 1.000e-02, eta: 1 day, 21:39:03, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.6062, top5_acc: 0.8195, loss_cls: 1.6365, loss: 1.6365, grad_norm: 5.1912 2021-02-05 13:55:14,053 - mmaction - INFO - Epoch [45][2200/3757] lr: 1.000e-02, eta: 1 day, 21:38:31, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8109, loss_cls: 1.7377, loss: 1.7377, grad_norm: 5.4670 2021-02-05 13:55:22,955 - mmaction - INFO - Epoch [45][2220/3757] lr: 1.000e-02, eta: 1 day, 21:37:58, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7953, loss_cls: 1.7444, loss: 1.7444, grad_norm: 5.4827 2021-02-05 13:55:31,947 - mmaction - INFO - Epoch [45][2240/3757] lr: 1.000e-02, eta: 1 day, 21:37:26, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8031, loss_cls: 1.7266, loss: 1.7266, grad_norm: 5.3757 2021-02-05 13:55:40,889 - mmaction - INFO - Epoch [45][2260/3757] lr: 1.000e-02, eta: 1 day, 21:36:53, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8117, loss_cls: 1.7284, loss: 1.7284, grad_norm: 5.3145 2021-02-05 13:55:49,850 - mmaction - INFO - Epoch [45][2280/3757] lr: 1.000e-02, eta: 1 day, 21:36:21, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8383, loss_cls: 1.6652, loss: 1.6652, grad_norm: 5.3371 2021-02-05 13:55:58,761 - mmaction - INFO - Epoch [45][2300/3757] lr: 1.000e-02, eta: 1 day, 21:35:48, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.7906, loss_cls: 1.7809, loss: 1.7809, grad_norm: 5.2391 2021-02-05 13:56:07,672 - mmaction - INFO - Epoch [45][2320/3757] lr: 1.000e-02, eta: 1 day, 21:35:15, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8031, loss_cls: 1.7356, loss: 1.7356, grad_norm: 5.4247 2021-02-05 13:56:16,621 - mmaction - INFO - Epoch [45][2340/3757] lr: 1.000e-02, eta: 1 day, 21:34:43, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7820, loss_cls: 1.8112, loss: 1.8112, grad_norm: 5.3396 2021-02-05 13:56:25,541 - mmaction - INFO - Epoch [45][2360/3757] lr: 1.000e-02, eta: 1 day, 21:34:10, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8047, loss_cls: 1.7576, loss: 1.7576, grad_norm: 5.5435 2021-02-05 13:56:34,475 - mmaction - INFO - Epoch [45][2380/3757] lr: 1.000e-02, eta: 1 day, 21:33:38, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8070, loss_cls: 1.7330, loss: 1.7330, grad_norm: 5.2375 2021-02-05 13:56:43,371 - mmaction - INFO - Epoch [45][2400/3757] lr: 1.000e-02, eta: 1 day, 21:33:05, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8039, loss_cls: 1.7920, loss: 1.7920, grad_norm: 5.4369 2021-02-05 13:56:52,318 - mmaction - INFO - Epoch [45][2420/3757] lr: 1.000e-02, eta: 1 day, 21:32:33, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7953, loss_cls: 1.8205, loss: 1.8205, grad_norm: 5.3671 2021-02-05 13:57:01,272 - mmaction - INFO - Epoch [45][2440/3757] lr: 1.000e-02, eta: 1 day, 21:32:00, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8023, loss_cls: 1.7330, loss: 1.7330, grad_norm: 5.3797 2021-02-05 13:57:10,218 - mmaction - INFO - Epoch [45][2460/3757] lr: 1.000e-02, eta: 1 day, 21:31:28, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8156, loss_cls: 1.7075, loss: 1.7075, grad_norm: 5.2792 2021-02-05 13:57:19,094 - mmaction - INFO - Epoch [45][2480/3757] lr: 1.000e-02, eta: 1 day, 21:30:55, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6086, top5_acc: 0.8078, loss_cls: 1.7151, loss: 1.7151, grad_norm: 5.3001 2021-02-05 13:57:27,998 - mmaction - INFO - Epoch [45][2500/3757] lr: 1.000e-02, eta: 1 day, 21:30:23, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.7961, loss_cls: 1.7517, loss: 1.7517, grad_norm: 5.4117 2021-02-05 13:57:36,917 - mmaction - INFO - Epoch [45][2520/3757] lr: 1.000e-02, eta: 1 day, 21:29:50, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7914, loss_cls: 1.7793, loss: 1.7793, grad_norm: 5.2680 2021-02-05 13:57:46,010 - mmaction - INFO - Epoch [45][2540/3757] lr: 1.000e-02, eta: 1 day, 21:29:18, time: 0.455, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8063, loss_cls: 1.7708, loss: 1.7708, grad_norm: 5.3893 2021-02-05 13:57:54,987 - mmaction - INFO - Epoch [45][2560/3757] lr: 1.000e-02, eta: 1 day, 21:28:46, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6180, top5_acc: 0.8109, loss_cls: 1.6376, loss: 1.6376, grad_norm: 5.3341 2021-02-05 13:58:03,937 - mmaction - INFO - Epoch [45][2580/3757] lr: 1.000e-02, eta: 1 day, 21:28:14, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8102, loss_cls: 1.7442, loss: 1.7442, grad_norm: 5.3495 2021-02-05 13:58:12,848 - mmaction - INFO - Epoch [45][2600/3757] lr: 1.000e-02, eta: 1 day, 21:27:41, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6109, top5_acc: 0.8156, loss_cls: 1.7039, loss: 1.7039, grad_norm: 5.3601 2021-02-05 13:58:21,792 - mmaction - INFO - Epoch [45][2620/3757] lr: 1.000e-02, eta: 1 day, 21:27:09, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6000, top5_acc: 0.8094, loss_cls: 1.6774, loss: 1.6774, grad_norm: 5.4503 2021-02-05 13:58:30,812 - mmaction - INFO - Epoch [45][2640/3757] lr: 1.000e-02, eta: 1 day, 21:26:37, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8086, loss_cls: 1.7656, loss: 1.7656, grad_norm: 5.3382 2021-02-05 13:58:39,752 - mmaction - INFO - Epoch [45][2660/3757] lr: 1.000e-02, eta: 1 day, 21:26:04, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7930, loss_cls: 1.7695, loss: 1.7695, grad_norm: 5.2959 2021-02-05 13:58:48,685 - mmaction - INFO - Epoch [45][2680/3757] lr: 1.000e-02, eta: 1 day, 21:25:32, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5586, top5_acc: 0.7867, loss_cls: 1.8369, loss: 1.8369, grad_norm: 5.4909 2021-02-05 13:58:57,639 - mmaction - INFO - Epoch [45][2700/3757] lr: 1.000e-02, eta: 1 day, 21:25:00, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8172, loss_cls: 1.7562, loss: 1.7562, grad_norm: 5.4278 2021-02-05 13:59:06,626 - mmaction - INFO - Epoch [45][2720/3757] lr: 1.000e-02, eta: 1 day, 21:24:28, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8156, loss_cls: 1.7142, loss: 1.7142, grad_norm: 5.3051 2021-02-05 13:59:15,556 - mmaction - INFO - Epoch [45][2740/3757] lr: 1.000e-02, eta: 1 day, 21:23:55, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8039, loss_cls: 1.7312, loss: 1.7312, grad_norm: 5.3708 2021-02-05 13:59:24,441 - mmaction - INFO - Epoch [45][2760/3757] lr: 1.000e-02, eta: 1 day, 21:23:23, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8039, loss_cls: 1.7808, loss: 1.7808, grad_norm: 5.3786 2021-02-05 13:59:33,343 - mmaction - INFO - Epoch [45][2780/3757] lr: 1.000e-02, eta: 1 day, 21:22:51, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8109, loss_cls: 1.6819, loss: 1.6819, grad_norm: 5.3235 2021-02-05 13:59:42,311 - mmaction - INFO - Epoch [45][2800/3757] lr: 1.000e-02, eta: 1 day, 21:22:18, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8219, loss_cls: 1.6512, loss: 1.6512, grad_norm: 5.2846 2021-02-05 13:59:51,228 - mmaction - INFO - Epoch [45][2820/3757] lr: 1.000e-02, eta: 1 day, 21:21:46, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7875, loss_cls: 1.8277, loss: 1.8277, grad_norm: 5.5411 2021-02-05 14:00:00,195 - mmaction - INFO - Epoch [45][2840/3757] lr: 1.000e-02, eta: 1 day, 21:21:14, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6023, top5_acc: 0.8172, loss_cls: 1.6667, loss: 1.6667, grad_norm: 5.4206 2021-02-05 14:00:09,183 - mmaction - INFO - Epoch [45][2860/3757] lr: 1.000e-02, eta: 1 day, 21:20:42, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8148, loss_cls: 1.7083, loss: 1.7083, grad_norm: 5.5776 2021-02-05 14:00:18,122 - mmaction - INFO - Epoch [45][2880/3757] lr: 1.000e-02, eta: 1 day, 21:20:10, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7961, loss_cls: 1.7931, loss: 1.7931, grad_norm: 5.4948 2021-02-05 14:00:27,064 - mmaction - INFO - Epoch [45][2900/3757] lr: 1.000e-02, eta: 1 day, 21:19:37, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5852, top5_acc: 0.7961, loss_cls: 1.7857, loss: 1.7857, grad_norm: 5.3583 2021-02-05 14:00:36,004 - mmaction - INFO - Epoch [45][2920/3757] lr: 1.000e-02, eta: 1 day, 21:19:05, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8016, loss_cls: 1.8078, loss: 1.8078, grad_norm: 5.4015 2021-02-05 14:00:45,017 - mmaction - INFO - Epoch [45][2940/3757] lr: 1.000e-02, eta: 1 day, 21:18:33, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.8055, loss_cls: 1.8441, loss: 1.8441, grad_norm: 5.6089 2021-02-05 14:00:54,060 - mmaction - INFO - Epoch [45][2960/3757] lr: 1.000e-02, eta: 1 day, 21:18:01, time: 0.453, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7977, loss_cls: 1.7661, loss: 1.7661, grad_norm: 5.3371 2021-02-05 14:01:02,956 - mmaction - INFO - Epoch [45][2980/3757] lr: 1.000e-02, eta: 1 day, 21:17:29, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8133, loss_cls: 1.7103, loss: 1.7103, grad_norm: 5.3237 2021-02-05 14:01:11,869 - mmaction - INFO - Epoch [45][3000/3757] lr: 1.000e-02, eta: 1 day, 21:16:57, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8141, loss_cls: 1.7190, loss: 1.7190, grad_norm: 5.3050 2021-02-05 14:01:20,823 - mmaction - INFO - Epoch [45][3020/3757] lr: 1.000e-02, eta: 1 day, 21:16:25, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7891, loss_cls: 1.8139, loss: 1.8139, grad_norm: 5.3934 2021-02-05 14:01:29,703 - mmaction - INFO - Epoch [45][3040/3757] lr: 1.000e-02, eta: 1 day, 21:15:52, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6086, top5_acc: 0.8313, loss_cls: 1.6079, loss: 1.6079, grad_norm: 5.3533 2021-02-05 14:01:38,570 - mmaction - INFO - Epoch [45][3060/3757] lr: 1.000e-02, eta: 1 day, 21:15:20, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7836, loss_cls: 1.8396, loss: 1.8396, grad_norm: 5.4712 2021-02-05 14:01:47,575 - mmaction - INFO - Epoch [45][3080/3757] lr: 1.000e-02, eta: 1 day, 21:14:48, time: 0.450, data_time: 0.003, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7891, loss_cls: 1.8136, loss: 1.8136, grad_norm: 5.3458 2021-02-05 14:01:56,492 - mmaction - INFO - Epoch [45][3100/3757] lr: 1.000e-02, eta: 1 day, 21:14:16, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7797, loss_cls: 1.8661, loss: 1.8661, grad_norm: 5.4874 2021-02-05 14:02:05,396 - mmaction - INFO - Epoch [45][3120/3757] lr: 1.000e-02, eta: 1 day, 21:13:44, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7859, loss_cls: 1.8319, loss: 1.8319, grad_norm: 5.3893 2021-02-05 14:02:14,315 - mmaction - INFO - Epoch [45][3140/3757] lr: 1.000e-02, eta: 1 day, 21:13:12, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8000, loss_cls: 1.7942, loss: 1.7942, grad_norm: 5.4545 2021-02-05 14:02:23,320 - mmaction - INFO - Epoch [45][3160/3757] lr: 1.000e-02, eta: 1 day, 21:12:40, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8031, loss_cls: 1.8019, loss: 1.8019, grad_norm: 5.5140 2021-02-05 14:02:32,231 - mmaction - INFO - Epoch [45][3180/3757] lr: 1.000e-02, eta: 1 day, 21:12:08, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8031, loss_cls: 1.7117, loss: 1.7117, grad_norm: 5.3809 2021-02-05 14:02:41,159 - mmaction - INFO - Epoch [45][3200/3757] lr: 1.000e-02, eta: 1 day, 21:11:36, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7922, loss_cls: 1.7758, loss: 1.7758, grad_norm: 5.5210 2021-02-05 14:02:50,061 - mmaction - INFO - Epoch [45][3220/3757] lr: 1.000e-02, eta: 1 day, 21:11:04, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7906, loss_cls: 1.8090, loss: 1.8090, grad_norm: 5.2478 2021-02-05 14:02:58,959 - mmaction - INFO - Epoch [45][3240/3757] lr: 1.000e-02, eta: 1 day, 21:10:31, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5508, top5_acc: 0.7914, loss_cls: 1.8863, loss: 1.8863, grad_norm: 5.4602 2021-02-05 14:03:07,909 - mmaction - INFO - Epoch [45][3260/3757] lr: 1.000e-02, eta: 1 day, 21:10:00, time: 0.448, data_time: 0.002, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8125, loss_cls: 1.7034, loss: 1.7034, grad_norm: 5.3372 2021-02-05 14:03:16,810 - mmaction - INFO - Epoch [45][3280/3757] lr: 1.000e-02, eta: 1 day, 21:09:27, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8086, loss_cls: 1.7642, loss: 1.7642, grad_norm: 5.4265 2021-02-05 14:03:25,769 - mmaction - INFO - Epoch [45][3300/3757] lr: 1.000e-02, eta: 1 day, 21:08:56, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8180, loss_cls: 1.6947, loss: 1.6947, grad_norm: 5.4031 2021-02-05 14:03:34,665 - mmaction - INFO - Epoch [45][3320/3757] lr: 1.000e-02, eta: 1 day, 21:08:23, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7898, loss_cls: 1.8271, loss: 1.8271, grad_norm: 5.4950 2021-02-05 14:03:43,600 - mmaction - INFO - Epoch [45][3340/3757] lr: 1.000e-02, eta: 1 day, 21:07:51, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8063, loss_cls: 1.7150, loss: 1.7150, grad_norm: 5.3201 2021-02-05 14:03:52,514 - mmaction - INFO - Epoch [45][3360/3757] lr: 1.000e-02, eta: 1 day, 21:07:19, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8187, loss_cls: 1.7613, loss: 1.7613, grad_norm: 5.3352 2021-02-05 14:04:01,422 - mmaction - INFO - Epoch [45][3380/3757] lr: 1.000e-02, eta: 1 day, 21:06:47, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7781, loss_cls: 1.8390, loss: 1.8390, grad_norm: 5.4671 2021-02-05 14:04:10,396 - mmaction - INFO - Epoch [45][3400/3757] lr: 1.000e-02, eta: 1 day, 21:06:16, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6211, top5_acc: 0.8156, loss_cls: 1.6147, loss: 1.6147, grad_norm: 5.1003 2021-02-05 14:04:19,314 - mmaction - INFO - Epoch [45][3420/3757] lr: 1.000e-02, eta: 1 day, 21:05:44, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5523, top5_acc: 0.7852, loss_cls: 1.8873, loss: 1.8873, grad_norm: 5.6506 2021-02-05 14:04:28,166 - mmaction - INFO - Epoch [45][3440/3757] lr: 1.000e-02, eta: 1 day, 21:05:11, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7977, loss_cls: 1.8979, loss: 1.8979, grad_norm: 5.5164 2021-02-05 14:04:37,089 - mmaction - INFO - Epoch [45][3460/3757] lr: 1.000e-02, eta: 1 day, 21:04:40, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8023, loss_cls: 1.7664, loss: 1.7664, grad_norm: 5.1972 2021-02-05 14:04:46,025 - mmaction - INFO - Epoch [45][3480/3757] lr: 1.000e-02, eta: 1 day, 21:04:08, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7992, loss_cls: 1.8214, loss: 1.8214, grad_norm: 5.3969 2021-02-05 14:04:54,970 - mmaction - INFO - Epoch [45][3500/3757] lr: 1.000e-02, eta: 1 day, 21:03:36, time: 0.448, data_time: 0.003, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7953, loss_cls: 1.7688, loss: 1.7688, grad_norm: 5.3096 2021-02-05 14:05:03,843 - mmaction - INFO - Epoch [45][3520/3757] lr: 1.000e-02, eta: 1 day, 21:03:04, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8008, loss_cls: 1.7626, loss: 1.7626, grad_norm: 5.2357 2021-02-05 14:05:12,762 - mmaction - INFO - Epoch [45][3540/3757] lr: 1.000e-02, eta: 1 day, 21:02:32, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7961, loss_cls: 1.8538, loss: 1.8538, grad_norm: 5.4725 2021-02-05 14:05:21,732 - mmaction - INFO - Epoch [45][3560/3757] lr: 1.000e-02, eta: 1 day, 21:02:00, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.7977, loss_cls: 1.7095, loss: 1.7095, grad_norm: 5.1165 2021-02-05 14:05:30,653 - mmaction - INFO - Epoch [45][3580/3757] lr: 1.000e-02, eta: 1 day, 21:01:28, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8047, loss_cls: 1.7436, loss: 1.7436, grad_norm: 5.4373 2021-02-05 14:05:39,585 - mmaction - INFO - Epoch [45][3600/3757] lr: 1.000e-02, eta: 1 day, 21:00:56, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8055, loss_cls: 1.7580, loss: 1.7580, grad_norm: 5.4386 2021-02-05 14:05:48,546 - mmaction - INFO - Epoch [45][3620/3757] lr: 1.000e-02, eta: 1 day, 21:00:25, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7742, loss_cls: 1.8678, loss: 1.8678, grad_norm: 5.6557 2021-02-05 14:05:57,463 - mmaction - INFO - Epoch [45][3640/3757] lr: 1.000e-02, eta: 1 day, 20:59:53, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7914, loss_cls: 1.8088, loss: 1.8088, grad_norm: 5.4568 2021-02-05 14:06:06,374 - mmaction - INFO - Epoch [45][3660/3757] lr: 1.000e-02, eta: 1 day, 20:59:21, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6000, top5_acc: 0.8266, loss_cls: 1.6868, loss: 1.6868, grad_norm: 5.3068 2021-02-05 14:06:15,323 - mmaction - INFO - Epoch [45][3680/3757] lr: 1.000e-02, eta: 1 day, 20:58:49, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8219, loss_cls: 1.7432, loss: 1.7432, grad_norm: 5.6622 2021-02-05 14:06:24,314 - mmaction - INFO - Epoch [45][3700/3757] lr: 1.000e-02, eta: 1 day, 20:58:17, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8055, loss_cls: 1.7245, loss: 1.7245, grad_norm: 5.4762 2021-02-05 14:06:33,279 - mmaction - INFO - Epoch [45][3720/3757] lr: 1.000e-02, eta: 1 day, 20:57:46, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5523, top5_acc: 0.8102, loss_cls: 1.7794, loss: 1.7794, grad_norm: 5.5841 2021-02-05 14:06:42,173 - mmaction - INFO - Epoch [45][3740/3757] lr: 1.000e-02, eta: 1 day, 20:57:14, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7867, loss_cls: 1.8169, loss: 1.8169, grad_norm: 5.5244 2021-02-05 14:06:55,699 - mmaction - INFO - Saving checkpoint at 45 epochs 2021-02-05 14:07:49,196 - mmaction - INFO - Epoch [46][20/3757] lr: 1.000e-02, eta: 1 day, 20:57:42, time: 2.639, data_time: 2.195, memory: 7141, top1_acc: 0.6211, top5_acc: 0.8281, loss_cls: 1.6200, loss: 1.6200, grad_norm: 5.0389 2021-02-05 14:07:58,118 - mmaction - INFO - Epoch [46][40/3757] lr: 1.000e-02, eta: 1 day, 20:57:10, time: 0.445, data_time: 0.005, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8180, loss_cls: 1.6455, loss: 1.6455, grad_norm: 5.4704 2021-02-05 14:08:06,912 - mmaction - INFO - Epoch [46][60/3757] lr: 1.000e-02, eta: 1 day, 20:56:38, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8281, loss_cls: 1.6985, loss: 1.6985, grad_norm: 5.4139 2021-02-05 14:08:15,744 - mmaction - INFO - Epoch [46][80/3757] lr: 1.000e-02, eta: 1 day, 20:56:06, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5992, top5_acc: 0.8187, loss_cls: 1.6515, loss: 1.6515, grad_norm: 5.3453 2021-02-05 14:08:24,604 - mmaction - INFO - Epoch [46][100/3757] lr: 1.000e-02, eta: 1 day, 20:55:34, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8102, loss_cls: 1.7310, loss: 1.7310, grad_norm: 5.5396 2021-02-05 14:08:33,482 - mmaction - INFO - Epoch [46][120/3757] lr: 1.000e-02, eta: 1 day, 20:55:02, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8070, loss_cls: 1.7275, loss: 1.7275, grad_norm: 5.4041 2021-02-05 14:08:42,413 - mmaction - INFO - Epoch [46][140/3757] lr: 1.000e-02, eta: 1 day, 20:54:31, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8063, loss_cls: 1.6884, loss: 1.6884, grad_norm: 5.2298 2021-02-05 14:08:51,345 - mmaction - INFO - Epoch [46][160/3757] lr: 1.000e-02, eta: 1 day, 20:53:59, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8180, loss_cls: 1.7112, loss: 1.7112, grad_norm: 5.4532 2021-02-05 14:09:00,221 - mmaction - INFO - Epoch [46][180/3757] lr: 1.000e-02, eta: 1 day, 20:53:27, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8219, loss_cls: 1.7205, loss: 1.7205, grad_norm: 5.4332 2021-02-05 14:09:09,105 - mmaction - INFO - Epoch [46][200/3757] lr: 1.000e-02, eta: 1 day, 20:52:55, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6094, top5_acc: 0.8211, loss_cls: 1.7008, loss: 1.7008, grad_norm: 5.3826 2021-02-05 14:09:18,058 - mmaction - INFO - Epoch [46][220/3757] lr: 1.000e-02, eta: 1 day, 20:52:24, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6023, top5_acc: 0.8047, loss_cls: 1.6922, loss: 1.6922, grad_norm: 5.3461 2021-02-05 14:09:26,977 - mmaction - INFO - Epoch [46][240/3757] lr: 1.000e-02, eta: 1 day, 20:51:52, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8016, loss_cls: 1.7574, loss: 1.7574, grad_norm: 5.5342 2021-02-05 14:09:35,879 - mmaction - INFO - Epoch [46][260/3757] lr: 1.000e-02, eta: 1 day, 20:51:20, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8133, loss_cls: 1.7259, loss: 1.7259, grad_norm: 5.2238 2021-02-05 14:09:44,868 - mmaction - INFO - Epoch [46][280/3757] lr: 1.000e-02, eta: 1 day, 20:50:49, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6031, top5_acc: 0.8133, loss_cls: 1.6912, loss: 1.6912, grad_norm: 5.3913 2021-02-05 14:09:53,839 - mmaction - INFO - Epoch [46][300/3757] lr: 1.000e-02, eta: 1 day, 20:50:17, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8078, loss_cls: 1.6752, loss: 1.6752, grad_norm: 5.4104 2021-02-05 14:10:02,790 - mmaction - INFO - Epoch [46][320/3757] lr: 1.000e-02, eta: 1 day, 20:49:46, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8086, loss_cls: 1.7479, loss: 1.7479, grad_norm: 5.1885 2021-02-05 14:10:11,714 - mmaction - INFO - Epoch [46][340/3757] lr: 1.000e-02, eta: 1 day, 20:49:14, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8039, loss_cls: 1.6889, loss: 1.6889, grad_norm: 5.3024 2021-02-05 14:10:20,601 - mmaction - INFO - Epoch [46][360/3757] lr: 1.000e-02, eta: 1 day, 20:48:42, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.7323, loss: 1.7323, grad_norm: 5.3507 2021-02-05 14:10:29,568 - mmaction - INFO - Epoch [46][380/3757] lr: 1.000e-02, eta: 1 day, 20:48:11, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8258, loss_cls: 1.6541, loss: 1.6541, grad_norm: 5.3218 2021-02-05 14:10:38,468 - mmaction - INFO - Epoch [46][400/3757] lr: 1.000e-02, eta: 1 day, 20:47:39, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8055, loss_cls: 1.7995, loss: 1.7995, grad_norm: 5.5395 2021-02-05 14:10:47,388 - mmaction - INFO - Epoch [46][420/3757] lr: 1.000e-02, eta: 1 day, 20:47:07, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8016, loss_cls: 1.7736, loss: 1.7736, grad_norm: 5.3148 2021-02-05 14:10:56,291 - mmaction - INFO - Epoch [46][440/3757] lr: 1.000e-02, eta: 1 day, 20:46:36, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8109, loss_cls: 1.7248, loss: 1.7248, grad_norm: 5.4160 2021-02-05 14:11:05,189 - mmaction - INFO - Epoch [46][460/3757] lr: 1.000e-02, eta: 1 day, 20:46:04, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8156, loss_cls: 1.7715, loss: 1.7715, grad_norm: 5.4412 2021-02-05 14:11:14,101 - mmaction - INFO - Epoch [46][480/3757] lr: 1.000e-02, eta: 1 day, 20:45:33, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7551, loss: 1.7551, grad_norm: 5.2312 2021-02-05 14:11:23,096 - mmaction - INFO - Epoch [46][500/3757] lr: 1.000e-02, eta: 1 day, 20:45:01, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8109, loss_cls: 1.6697, loss: 1.6697, grad_norm: 5.1628 2021-02-05 14:11:32,010 - mmaction - INFO - Epoch [46][520/3757] lr: 1.000e-02, eta: 1 day, 20:44:30, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7953, loss_cls: 1.8017, loss: 1.8017, grad_norm: 5.4113 2021-02-05 14:11:40,927 - mmaction - INFO - Epoch [46][540/3757] lr: 1.000e-02, eta: 1 day, 20:43:58, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8180, loss_cls: 1.7239, loss: 1.7239, grad_norm: 5.5047 2021-02-05 14:11:49,785 - mmaction - INFO - Epoch [46][560/3757] lr: 1.000e-02, eta: 1 day, 20:43:27, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5883, top5_acc: 0.7945, loss_cls: 1.7802, loss: 1.7802, grad_norm: 5.3132 2021-02-05 14:11:58,729 - mmaction - INFO - Epoch [46][580/3757] lr: 1.000e-02, eta: 1 day, 20:42:55, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8125, loss_cls: 1.7787, loss: 1.7787, grad_norm: 5.4302 2021-02-05 14:12:07,643 - mmaction - INFO - Epoch [46][600/3757] lr: 1.000e-02, eta: 1 day, 20:42:24, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.8000, loss_cls: 1.7824, loss: 1.7824, grad_norm: 5.6051 2021-02-05 14:12:16,495 - mmaction - INFO - Epoch [46][620/3757] lr: 1.000e-02, eta: 1 day, 20:41:52, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7992, loss_cls: 1.7974, loss: 1.7974, grad_norm: 5.6097 2021-02-05 14:12:25,425 - mmaction - INFO - Epoch [46][640/3757] lr: 1.000e-02, eta: 1 day, 20:41:20, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8195, loss_cls: 1.6698, loss: 1.6698, grad_norm: 5.2981 2021-02-05 14:12:34,359 - mmaction - INFO - Epoch [46][660/3757] lr: 1.000e-02, eta: 1 day, 20:40:49, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8047, loss_cls: 1.6770, loss: 1.6770, grad_norm: 5.3805 2021-02-05 14:12:43,291 - mmaction - INFO - Epoch [46][680/3757] lr: 1.000e-02, eta: 1 day, 20:40:18, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8055, loss_cls: 1.7426, loss: 1.7426, grad_norm: 5.4457 2021-02-05 14:12:52,258 - mmaction - INFO - Epoch [46][700/3757] lr: 1.000e-02, eta: 1 day, 20:39:46, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.7378, loss: 1.7378, grad_norm: 5.1411 2021-02-05 14:13:01,127 - mmaction - INFO - Epoch [46][720/3757] lr: 1.000e-02, eta: 1 day, 20:39:15, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8055, loss_cls: 1.7571, loss: 1.7571, grad_norm: 5.3039 2021-02-05 14:13:10,027 - mmaction - INFO - Epoch [46][740/3757] lr: 1.000e-02, eta: 1 day, 20:38:43, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6086, top5_acc: 0.8117, loss_cls: 1.6811, loss: 1.6811, grad_norm: 5.4632 2021-02-05 14:13:18,945 - mmaction - INFO - Epoch [46][760/3757] lr: 1.000e-02, eta: 1 day, 20:38:12, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8148, loss_cls: 1.7091, loss: 1.7091, grad_norm: 5.5153 2021-02-05 14:13:27,849 - mmaction - INFO - Epoch [46][780/3757] lr: 1.000e-02, eta: 1 day, 20:37:40, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5930, top5_acc: 0.7984, loss_cls: 1.7531, loss: 1.7531, grad_norm: 5.3155 2021-02-05 14:13:36,768 - mmaction - INFO - Epoch [46][800/3757] lr: 1.000e-02, eta: 1 day, 20:37:09, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7977, loss_cls: 1.7894, loss: 1.7894, grad_norm: 5.4529 2021-02-05 14:13:45,793 - mmaction - INFO - Epoch [46][820/3757] lr: 1.000e-02, eta: 1 day, 20:36:38, time: 0.451, data_time: 0.003, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.7414, loss: 1.7414, grad_norm: 5.5518 2021-02-05 14:13:54,693 - mmaction - INFO - Epoch [46][840/3757] lr: 1.000e-02, eta: 1 day, 20:36:06, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8195, loss_cls: 1.6983, loss: 1.6983, grad_norm: 5.2538 2021-02-05 14:14:03,732 - mmaction - INFO - Epoch [46][860/3757] lr: 1.000e-02, eta: 1 day, 20:35:35, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7883, loss_cls: 1.8062, loss: 1.8062, grad_norm: 5.4881 2021-02-05 14:14:12,607 - mmaction - INFO - Epoch [46][880/3757] lr: 1.000e-02, eta: 1 day, 20:35:04, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8039, loss_cls: 1.7922, loss: 1.7922, grad_norm: 5.3863 2021-02-05 14:14:21,492 - mmaction - INFO - Epoch [46][900/3757] lr: 1.000e-02, eta: 1 day, 20:34:32, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7891, loss_cls: 1.8819, loss: 1.8819, grad_norm: 5.4984 2021-02-05 14:14:30,456 - mmaction - INFO - Epoch [46][920/3757] lr: 1.000e-02, eta: 1 day, 20:34:01, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8008, loss_cls: 1.8288, loss: 1.8288, grad_norm: 5.4005 2021-02-05 14:14:39,401 - mmaction - INFO - Epoch [46][940/3757] lr: 1.000e-02, eta: 1 day, 20:33:30, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7953, loss_cls: 1.8214, loss: 1.8214, grad_norm: 5.5236 2021-02-05 14:14:48,446 - mmaction - INFO - Epoch [46][960/3757] lr: 1.000e-02, eta: 1 day, 20:32:59, time: 0.452, data_time: 0.000, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8219, loss_cls: 1.6672, loss: 1.6672, grad_norm: 5.3584 2021-02-05 14:14:57,359 - mmaction - INFO - Epoch [46][980/3757] lr: 1.000e-02, eta: 1 day, 20:32:28, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8031, loss_cls: 1.7286, loss: 1.7286, grad_norm: 5.5321 2021-02-05 14:15:06,282 - mmaction - INFO - Epoch [46][1000/3757] lr: 1.000e-02, eta: 1 day, 20:31:56, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8125, loss_cls: 1.7060, loss: 1.7060, grad_norm: 5.5867 2021-02-05 14:15:15,297 - mmaction - INFO - Epoch [46][1020/3757] lr: 1.000e-02, eta: 1 day, 20:31:25, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8031, loss_cls: 1.7528, loss: 1.7528, grad_norm: 5.3419 2021-02-05 14:15:24,191 - mmaction - INFO - Epoch [46][1040/3757] lr: 1.000e-02, eta: 1 day, 20:30:54, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8156, loss_cls: 1.7039, loss: 1.7039, grad_norm: 5.3770 2021-02-05 14:15:33,188 - mmaction - INFO - Epoch [46][1060/3757] lr: 1.000e-02, eta: 1 day, 20:30:23, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7930, loss_cls: 1.8718, loss: 1.8718, grad_norm: 5.4245 2021-02-05 14:15:42,126 - mmaction - INFO - Epoch [46][1080/3757] lr: 1.000e-02, eta: 1 day, 20:29:52, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8125, loss_cls: 1.7213, loss: 1.7213, grad_norm: 5.5086 2021-02-05 14:15:51,074 - mmaction - INFO - Epoch [46][1100/3757] lr: 1.000e-02, eta: 1 day, 20:29:20, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8227, loss_cls: 1.6881, loss: 1.6881, grad_norm: 5.3575 2021-02-05 14:16:00,013 - mmaction - INFO - Epoch [46][1120/3757] lr: 1.000e-02, eta: 1 day, 20:28:49, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8000, loss_cls: 1.7416, loss: 1.7416, grad_norm: 5.4263 2021-02-05 14:16:08,970 - mmaction - INFO - Epoch [46][1140/3757] lr: 1.000e-02, eta: 1 day, 20:28:18, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8156, loss_cls: 1.7631, loss: 1.7631, grad_norm: 5.7213 2021-02-05 14:16:17,869 - mmaction - INFO - Epoch [46][1160/3757] lr: 1.000e-02, eta: 1 day, 20:27:47, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7945, loss_cls: 1.7912, loss: 1.7912, grad_norm: 5.6181 2021-02-05 14:16:26,761 - mmaction - INFO - Epoch [46][1180/3757] lr: 1.000e-02, eta: 1 day, 20:27:16, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8117, loss_cls: 1.7216, loss: 1.7216, grad_norm: 5.3704 2021-02-05 14:16:35,638 - mmaction - INFO - Epoch [46][1200/3757] lr: 1.000e-02, eta: 1 day, 20:26:44, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6031, top5_acc: 0.8148, loss_cls: 1.6748, loss: 1.6748, grad_norm: 5.3539 2021-02-05 14:16:44,626 - mmaction - INFO - Epoch [46][1220/3757] lr: 1.000e-02, eta: 1 day, 20:26:13, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7945, loss_cls: 1.7716, loss: 1.7716, grad_norm: 5.3773 2021-02-05 14:16:53,630 - mmaction - INFO - Epoch [46][1240/3757] lr: 1.000e-02, eta: 1 day, 20:25:42, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8141, loss_cls: 1.7321, loss: 1.7321, grad_norm: 5.4726 2021-02-05 14:17:02,540 - mmaction - INFO - Epoch [46][1260/3757] lr: 1.000e-02, eta: 1 day, 20:25:11, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8156, loss_cls: 1.7084, loss: 1.7084, grad_norm: 5.4936 2021-02-05 14:17:11,455 - mmaction - INFO - Epoch [46][1280/3757] lr: 1.000e-02, eta: 1 day, 20:24:40, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8172, loss_cls: 1.6767, loss: 1.6767, grad_norm: 5.3650 2021-02-05 14:17:20,373 - mmaction - INFO - Epoch [46][1300/3757] lr: 1.000e-02, eta: 1 day, 20:24:09, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8117, loss_cls: 1.7381, loss: 1.7381, grad_norm: 5.5207 2021-02-05 14:17:29,360 - mmaction - INFO - Epoch [46][1320/3757] lr: 1.000e-02, eta: 1 day, 20:23:38, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8094, loss_cls: 1.7236, loss: 1.7236, grad_norm: 5.6391 2021-02-05 14:17:38,313 - mmaction - INFO - Epoch [46][1340/3757] lr: 1.000e-02, eta: 1 day, 20:23:07, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8063, loss_cls: 1.7654, loss: 1.7654, grad_norm: 5.6559 2021-02-05 14:17:47,317 - mmaction - INFO - Epoch [46][1360/3757] lr: 1.000e-02, eta: 1 day, 20:22:36, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6070, top5_acc: 0.8227, loss_cls: 1.6297, loss: 1.6297, grad_norm: 5.2779 2021-02-05 14:17:56,189 - mmaction - INFO - Epoch [46][1380/3757] lr: 1.000e-02, eta: 1 day, 20:22:05, time: 0.445, data_time: 0.002, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8008, loss_cls: 1.7709, loss: 1.7709, grad_norm: 5.4965 2021-02-05 14:18:05,203 - mmaction - INFO - Epoch [46][1400/3757] lr: 1.000e-02, eta: 1 day, 20:21:34, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7977, loss_cls: 1.8062, loss: 1.8062, grad_norm: 5.4622 2021-02-05 14:18:14,143 - mmaction - INFO - Epoch [46][1420/3757] lr: 1.000e-02, eta: 1 day, 20:21:03, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8031, loss_cls: 1.7562, loss: 1.7562, grad_norm: 5.4523 2021-02-05 14:18:23,100 - mmaction - INFO - Epoch [46][1440/3757] lr: 1.000e-02, eta: 1 day, 20:20:32, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7984, loss_cls: 1.7641, loss: 1.7641, grad_norm: 5.3257 2021-02-05 14:18:32,028 - mmaction - INFO - Epoch [46][1460/3757] lr: 1.000e-02, eta: 1 day, 20:20:01, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8203, loss_cls: 1.6839, loss: 1.6839, grad_norm: 5.4078 2021-02-05 14:18:40,941 - mmaction - INFO - Epoch [46][1480/3757] lr: 1.000e-02, eta: 1 day, 20:19:30, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8156, loss_cls: 1.6508, loss: 1.6508, grad_norm: 5.3400 2021-02-05 14:19:16,174 - mmaction - INFO - Epoch [46][1500/3757] lr: 1.000e-02, eta: 1 day, 20:20:00, time: 1.762, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8047, loss_cls: 1.7188, loss: 1.7188, grad_norm: 5.4224 2021-02-05 14:19:24,978 - mmaction - INFO - Epoch [46][1520/3757] lr: 1.000e-02, eta: 1 day, 20:19:29, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8094, loss_cls: 1.7921, loss: 1.7921, grad_norm: 5.6046 2021-02-05 14:19:33,872 - mmaction - INFO - Epoch [46][1540/3757] lr: 1.000e-02, eta: 1 day, 20:18:58, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8141, loss_cls: 1.7654, loss: 1.7654, grad_norm: 5.4607 2021-02-05 14:19:42,816 - mmaction - INFO - Epoch [46][1560/3757] lr: 1.000e-02, eta: 1 day, 20:18:27, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8180, loss_cls: 1.7578, loss: 1.7578, grad_norm: 5.5685 2021-02-05 14:19:51,694 - mmaction - INFO - Epoch [46][1580/3757] lr: 1.000e-02, eta: 1 day, 20:17:55, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7875, loss_cls: 1.7981, loss: 1.7981, grad_norm: 5.3892 2021-02-05 14:20:00,558 - mmaction - INFO - Epoch [46][1600/3757] lr: 1.000e-02, eta: 1 day, 20:17:24, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8023, loss_cls: 1.7644, loss: 1.7644, grad_norm: 5.5051 2021-02-05 14:20:09,420 - mmaction - INFO - Epoch [46][1620/3757] lr: 1.000e-02, eta: 1 day, 20:16:53, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8031, loss_cls: 1.7827, loss: 1.7827, grad_norm: 5.4257 2021-02-05 14:20:18,424 - mmaction - INFO - Epoch [46][1640/3757] lr: 1.000e-02, eta: 1 day, 20:16:22, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7969, loss_cls: 1.7860, loss: 1.7860, grad_norm: 5.5618 2021-02-05 14:20:27,365 - mmaction - INFO - Epoch [46][1660/3757] lr: 1.000e-02, eta: 1 day, 20:15:51, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6000, top5_acc: 0.8086, loss_cls: 1.7337, loss: 1.7337, grad_norm: 5.2082 2021-02-05 14:20:36,379 - mmaction - INFO - Epoch [46][1680/3757] lr: 1.000e-02, eta: 1 day, 20:15:21, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8289, loss_cls: 1.6964, loss: 1.6964, grad_norm: 5.1922 2021-02-05 14:20:45,239 - mmaction - INFO - Epoch [46][1700/3757] lr: 1.000e-02, eta: 1 day, 20:14:50, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.7914, loss_cls: 1.7778, loss: 1.7778, grad_norm: 5.3354 2021-02-05 14:20:54,068 - mmaction - INFO - Epoch [46][1720/3757] lr: 1.000e-02, eta: 1 day, 20:14:18, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8047, loss_cls: 1.7717, loss: 1.7717, grad_norm: 5.4991 2021-02-05 14:21:03,004 - mmaction - INFO - Epoch [46][1740/3757] lr: 1.000e-02, eta: 1 day, 20:13:48, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7992, loss_cls: 1.7653, loss: 1.7653, grad_norm: 5.3979 2021-02-05 14:21:12,009 - mmaction - INFO - Epoch [46][1760/3757] lr: 1.000e-02, eta: 1 day, 20:13:17, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7961, loss_cls: 1.8669, loss: 1.8669, grad_norm: 5.7398 2021-02-05 14:21:20,934 - mmaction - INFO - Epoch [46][1780/3757] lr: 1.000e-02, eta: 1 day, 20:12:46, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8102, loss_cls: 1.7306, loss: 1.7306, grad_norm: 5.3675 2021-02-05 14:21:29,902 - mmaction - INFO - Epoch [46][1800/3757] lr: 1.000e-02, eta: 1 day, 20:12:15, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5914, top5_acc: 0.7937, loss_cls: 1.7307, loss: 1.7307, grad_norm: 5.4224 2021-02-05 14:21:38,883 - mmaction - INFO - Epoch [46][1820/3757] lr: 1.000e-02, eta: 1 day, 20:11:44, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8031, loss_cls: 1.7471, loss: 1.7471, grad_norm: 5.4289 2021-02-05 14:21:47,825 - mmaction - INFO - Epoch [46][1840/3757] lr: 1.000e-02, eta: 1 day, 20:11:13, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8008, loss_cls: 1.7660, loss: 1.7660, grad_norm: 5.4426 2021-02-05 14:22:15,628 - mmaction - INFO - Epoch [46][1860/3757] lr: 1.000e-02, eta: 1 day, 20:11:26, time: 1.390, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.8166, loss: 1.8166, grad_norm: 5.4185 2021-02-05 14:22:24,542 - mmaction - INFO - Epoch [46][1880/3757] lr: 1.000e-02, eta: 1 day, 20:10:55, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8016, loss_cls: 1.7602, loss: 1.7602, grad_norm: 5.3146 2021-02-05 14:22:33,369 - mmaction - INFO - Epoch [46][1900/3757] lr: 1.000e-02, eta: 1 day, 20:10:24, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7859, loss_cls: 1.8088, loss: 1.8088, grad_norm: 5.4772 2021-02-05 14:22:58,897 - mmaction - INFO - Epoch [46][1920/3757] lr: 1.000e-02, eta: 1 day, 20:10:32, time: 1.277, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8039, loss_cls: 1.7535, loss: 1.7535, grad_norm: 5.4385 2021-02-05 14:23:07,776 - mmaction - INFO - Epoch [46][1940/3757] lr: 1.000e-02, eta: 1 day, 20:10:01, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8000, loss_cls: 1.8310, loss: 1.8310, grad_norm: 5.5831 2021-02-05 14:23:16,680 - mmaction - INFO - Epoch [46][1960/3757] lr: 1.000e-02, eta: 1 day, 20:09:30, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8133, loss_cls: 1.7280, loss: 1.7280, grad_norm: 5.2435 2021-02-05 14:23:25,546 - mmaction - INFO - Epoch [46][1980/3757] lr: 1.000e-02, eta: 1 day, 20:08:59, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7906, loss_cls: 1.8373, loss: 1.8373, grad_norm: 5.3241 2021-02-05 14:23:34,469 - mmaction - INFO - Epoch [46][2000/3757] lr: 1.000e-02, eta: 1 day, 20:08:28, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8141, loss_cls: 1.7619, loss: 1.7619, grad_norm: 5.3734 2021-02-05 14:23:43,415 - mmaction - INFO - Epoch [46][2020/3757] lr: 1.000e-02, eta: 1 day, 20:07:58, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8172, loss_cls: 1.7376, loss: 1.7376, grad_norm: 5.1036 2021-02-05 14:23:52,323 - mmaction - INFO - Epoch [46][2040/3757] lr: 1.000e-02, eta: 1 day, 20:07:27, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8102, loss_cls: 1.7208, loss: 1.7208, grad_norm: 5.4177 2021-02-05 14:24:12,415 - mmaction - INFO - Epoch [46][2060/3757] lr: 1.000e-02, eta: 1 day, 20:07:22, time: 1.005, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8102, loss_cls: 1.7330, loss: 1.7330, grad_norm: 5.3974 2021-02-05 14:24:21,249 - mmaction - INFO - Epoch [46][2080/3757] lr: 1.000e-02, eta: 1 day, 20:06:51, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8070, loss_cls: 1.7277, loss: 1.7277, grad_norm: 5.3488 2021-02-05 14:24:30,108 - mmaction - INFO - Epoch [46][2100/3757] lr: 1.000e-02, eta: 1 day, 20:06:20, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7992, loss_cls: 1.8014, loss: 1.8014, grad_norm: 5.4977 2021-02-05 14:24:38,973 - mmaction - INFO - Epoch [46][2120/3757] lr: 1.000e-02, eta: 1 day, 20:05:49, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7906, loss_cls: 1.8468, loss: 1.8468, grad_norm: 5.4902 2021-02-05 14:24:47,800 - mmaction - INFO - Epoch [46][2140/3757] lr: 1.000e-02, eta: 1 day, 20:05:18, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8086, loss_cls: 1.7893, loss: 1.7893, grad_norm: 5.2615 2021-02-05 14:24:56,726 - mmaction - INFO - Epoch [46][2160/3757] lr: 1.000e-02, eta: 1 day, 20:04:47, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6000, top5_acc: 0.8242, loss_cls: 1.6434, loss: 1.6434, grad_norm: 5.1660 2021-02-05 14:25:05,677 - mmaction - INFO - Epoch [46][2180/3757] lr: 1.000e-02, eta: 1 day, 20:04:17, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8133, loss_cls: 1.7046, loss: 1.7046, grad_norm: 5.3742 2021-02-05 14:25:14,571 - mmaction - INFO - Epoch [46][2200/3757] lr: 1.000e-02, eta: 1 day, 20:03:46, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8078, loss_cls: 1.7544, loss: 1.7544, grad_norm: 5.4113 2021-02-05 14:25:23,496 - mmaction - INFO - Epoch [46][2220/3757] lr: 1.000e-02, eta: 1 day, 20:03:15, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7922, loss_cls: 1.8087, loss: 1.8087, grad_norm: 5.4654 2021-02-05 14:25:32,465 - mmaction - INFO - Epoch [46][2240/3757] lr: 1.000e-02, eta: 1 day, 20:02:44, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8352, loss_cls: 1.6702, loss: 1.6702, grad_norm: 5.1816 2021-02-05 14:25:41,364 - mmaction - INFO - Epoch [46][2260/3757] lr: 1.000e-02, eta: 1 day, 20:02:14, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8109, loss_cls: 1.7203, loss: 1.7203, grad_norm: 5.3822 2021-02-05 14:25:50,301 - mmaction - INFO - Epoch [46][2280/3757] lr: 1.000e-02, eta: 1 day, 20:01:43, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7953, loss_cls: 1.8086, loss: 1.8086, grad_norm: 5.6455 2021-02-05 14:25:59,176 - mmaction - INFO - Epoch [46][2300/3757] lr: 1.000e-02, eta: 1 day, 20:01:12, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7945, loss_cls: 1.8054, loss: 1.8054, grad_norm: 5.4276 2021-02-05 14:26:08,077 - mmaction - INFO - Epoch [46][2320/3757] lr: 1.000e-02, eta: 1 day, 20:00:41, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5367, top5_acc: 0.7820, loss_cls: 1.8918, loss: 1.8918, grad_norm: 5.5848 2021-02-05 14:26:16,998 - mmaction - INFO - Epoch [46][2340/3757] lr: 1.000e-02, eta: 1 day, 20:00:11, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7937, loss_cls: 1.8449, loss: 1.8449, grad_norm: 5.3665 2021-02-05 14:26:25,890 - mmaction - INFO - Epoch [46][2360/3757] lr: 1.000e-02, eta: 1 day, 19:59:40, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7969, loss_cls: 1.7752, loss: 1.7752, grad_norm: 5.3216 2021-02-05 14:26:34,852 - mmaction - INFO - Epoch [46][2380/3757] lr: 1.000e-02, eta: 1 day, 19:59:09, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8000, loss_cls: 1.7549, loss: 1.7549, grad_norm: 5.2201 2021-02-05 14:26:43,752 - mmaction - INFO - Epoch [46][2400/3757] lr: 1.000e-02, eta: 1 day, 19:58:39, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8211, loss_cls: 1.7234, loss: 1.7234, grad_norm: 5.4982 2021-02-05 14:26:52,669 - mmaction - INFO - Epoch [46][2420/3757] lr: 1.000e-02, eta: 1 day, 19:58:08, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8055, loss_cls: 1.8258, loss: 1.8258, grad_norm: 5.7624 2021-02-05 14:27:01,550 - mmaction - INFO - Epoch [46][2440/3757] lr: 1.000e-02, eta: 1 day, 19:57:37, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8117, loss_cls: 1.7094, loss: 1.7094, grad_norm: 5.4131 2021-02-05 14:27:10,463 - mmaction - INFO - Epoch [46][2460/3757] lr: 1.000e-02, eta: 1 day, 19:57:07, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8070, loss_cls: 1.7643, loss: 1.7643, grad_norm: 5.3738 2021-02-05 14:27:19,369 - mmaction - INFO - Epoch [46][2480/3757] lr: 1.000e-02, eta: 1 day, 19:56:36, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7992, loss_cls: 1.7673, loss: 1.7673, grad_norm: 5.3639 2021-02-05 14:27:28,264 - mmaction - INFO - Epoch [46][2500/3757] lr: 1.000e-02, eta: 1 day, 19:56:05, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8039, loss_cls: 1.7103, loss: 1.7103, grad_norm: 5.1851 2021-02-05 14:27:37,236 - mmaction - INFO - Epoch [46][2520/3757] lr: 1.000e-02, eta: 1 day, 19:55:35, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8227, loss_cls: 1.7244, loss: 1.7244, grad_norm: 5.3490 2021-02-05 14:27:46,117 - mmaction - INFO - Epoch [46][2540/3757] lr: 1.000e-02, eta: 1 day, 19:55:04, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7906, loss_cls: 1.8074, loss: 1.8074, grad_norm: 5.3256 2021-02-05 14:27:55,032 - mmaction - INFO - Epoch [46][2560/3757] lr: 1.000e-02, eta: 1 day, 19:54:34, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7969, loss_cls: 1.8357, loss: 1.8357, grad_norm: 5.4916 2021-02-05 14:28:03,927 - mmaction - INFO - Epoch [46][2580/3757] lr: 1.000e-02, eta: 1 day, 19:54:03, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8094, loss_cls: 1.7474, loss: 1.7474, grad_norm: 5.4064 2021-02-05 14:28:12,848 - mmaction - INFO - Epoch [46][2600/3757] lr: 1.000e-02, eta: 1 day, 19:53:33, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7953, loss_cls: 1.8260, loss: 1.8260, grad_norm: 5.4470 2021-02-05 14:28:21,808 - mmaction - INFO - Epoch [46][2620/3757] lr: 1.000e-02, eta: 1 day, 19:53:02, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7922, loss_cls: 1.8579, loss: 1.8579, grad_norm: 5.4532 2021-02-05 14:28:30,708 - mmaction - INFO - Epoch [46][2640/3757] lr: 1.000e-02, eta: 1 day, 19:52:32, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8047, loss_cls: 1.7422, loss: 1.7422, grad_norm: 5.3197 2021-02-05 14:28:39,632 - mmaction - INFO - Epoch [46][2660/3757] lr: 1.000e-02, eta: 1 day, 19:52:01, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8094, loss_cls: 1.7282, loss: 1.7282, grad_norm: 5.3108 2021-02-05 14:28:48,626 - mmaction - INFO - Epoch [46][2680/3757] lr: 1.000e-02, eta: 1 day, 19:51:31, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8086, loss_cls: 1.7191, loss: 1.7191, grad_norm: 5.3892 2021-02-05 14:28:57,584 - mmaction - INFO - Epoch [46][2700/3757] lr: 1.000e-02, eta: 1 day, 19:51:00, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7945, loss_cls: 1.8196, loss: 1.8196, grad_norm: 5.4205 2021-02-05 14:29:06,581 - mmaction - INFO - Epoch [46][2720/3757] lr: 1.000e-02, eta: 1 day, 19:50:30, time: 0.451, data_time: 0.002, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8141, loss_cls: 1.7154, loss: 1.7154, grad_norm: 5.4107 2021-02-05 14:29:15,497 - mmaction - INFO - Epoch [46][2740/3757] lr: 1.000e-02, eta: 1 day, 19:49:59, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7930, loss_cls: 1.8076, loss: 1.8076, grad_norm: 5.5372 2021-02-05 14:29:24,379 - mmaction - INFO - Epoch [46][2760/3757] lr: 1.000e-02, eta: 1 day, 19:49:29, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7898, loss_cls: 1.8726, loss: 1.8726, grad_norm: 5.4990 2021-02-05 14:29:33,335 - mmaction - INFO - Epoch [46][2780/3757] lr: 1.000e-02, eta: 1 day, 19:48:58, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8102, loss_cls: 1.7155, loss: 1.7155, grad_norm: 5.3732 2021-02-05 14:29:42,246 - mmaction - INFO - Epoch [46][2800/3757] lr: 1.000e-02, eta: 1 day, 19:48:28, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.7077, loss: 1.7077, grad_norm: 5.3856 2021-02-05 14:29:51,127 - mmaction - INFO - Epoch [46][2820/3757] lr: 1.000e-02, eta: 1 day, 19:47:57, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5883, top5_acc: 0.7961, loss_cls: 1.7889, loss: 1.7889, grad_norm: 5.5523 2021-02-05 14:30:00,055 - mmaction - INFO - Epoch [46][2840/3757] lr: 1.000e-02, eta: 1 day, 19:47:27, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.8274, loss: 1.8274, grad_norm: 5.1493 2021-02-05 14:30:08,980 - mmaction - INFO - Epoch [46][2860/3757] lr: 1.000e-02, eta: 1 day, 19:46:57, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8047, loss_cls: 1.7915, loss: 1.7915, grad_norm: 5.3381 2021-02-05 14:30:17,954 - mmaction - INFO - Epoch [46][2880/3757] lr: 1.000e-02, eta: 1 day, 19:46:26, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8172, loss_cls: 1.7893, loss: 1.7893, grad_norm: 5.4267 2021-02-05 14:30:26,878 - mmaction - INFO - Epoch [46][2900/3757] lr: 1.000e-02, eta: 1 day, 19:45:56, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8047, loss_cls: 1.7349, loss: 1.7349, grad_norm: 5.3726 2021-02-05 14:30:35,802 - mmaction - INFO - Epoch [46][2920/3757] lr: 1.000e-02, eta: 1 day, 19:45:26, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8086, loss_cls: 1.8098, loss: 1.8098, grad_norm: 5.5802 2021-02-05 14:30:57,418 - mmaction - INFO - Epoch [46][2940/3757] lr: 1.000e-02, eta: 1 day, 19:45:24, time: 1.081, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8070, loss_cls: 1.7971, loss: 1.7971, grad_norm: 5.5611 2021-02-05 14:31:06,337 - mmaction - INFO - Epoch [46][2960/3757] lr: 1.000e-02, eta: 1 day, 19:44:54, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8133, loss_cls: 1.7014, loss: 1.7014, grad_norm: 5.3773 2021-02-05 14:31:15,212 - mmaction - INFO - Epoch [46][2980/3757] lr: 1.000e-02, eta: 1 day, 19:44:23, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8148, loss_cls: 1.7024, loss: 1.7024, grad_norm: 5.4642 2021-02-05 14:31:24,107 - mmaction - INFO - Epoch [46][3000/3757] lr: 1.000e-02, eta: 1 day, 19:43:53, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8000, loss_cls: 1.7752, loss: 1.7752, grad_norm: 5.4755 2021-02-05 14:31:33,040 - mmaction - INFO - Epoch [46][3020/3757] lr: 1.000e-02, eta: 1 day, 19:43:22, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8008, loss_cls: 1.7892, loss: 1.7892, grad_norm: 5.2628 2021-02-05 14:31:41,975 - mmaction - INFO - Epoch [46][3040/3757] lr: 1.000e-02, eta: 1 day, 19:42:52, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8117, loss_cls: 1.6951, loss: 1.6951, grad_norm: 5.2560 2021-02-05 14:31:50,891 - mmaction - INFO - Epoch [46][3060/3757] lr: 1.000e-02, eta: 1 day, 19:42:22, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8156, loss_cls: 1.7352, loss: 1.7352, grad_norm: 5.4768 2021-02-05 14:31:59,880 - mmaction - INFO - Epoch [46][3080/3757] lr: 1.000e-02, eta: 1 day, 19:41:52, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7992, loss_cls: 1.7714, loss: 1.7714, grad_norm: 5.4744 2021-02-05 14:32:08,948 - mmaction - INFO - Epoch [46][3100/3757] lr: 1.000e-02, eta: 1 day, 19:41:22, time: 0.453, data_time: 0.001, memory: 7141, top1_acc: 0.6133, top5_acc: 0.8109, loss_cls: 1.6513, loss: 1.6513, grad_norm: 5.2314 2021-02-05 14:32:17,839 - mmaction - INFO - Epoch [46][3120/3757] lr: 1.000e-02, eta: 1 day, 19:40:51, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.8063, loss_cls: 1.7927, loss: 1.7927, grad_norm: 5.6568 2021-02-05 14:32:26,690 - mmaction - INFO - Epoch [46][3140/3757] lr: 1.000e-02, eta: 1 day, 19:40:21, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8125, loss_cls: 1.7434, loss: 1.7434, grad_norm: 5.3252 2021-02-05 14:32:36,508 - mmaction - INFO - Epoch [46][3160/3757] lr: 1.000e-02, eta: 1 day, 19:39:53, time: 0.492, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7937, loss_cls: 1.7927, loss: 1.7927, grad_norm: 5.3870 2021-02-05 14:32:45,426 - mmaction - INFO - Epoch [46][3180/3757] lr: 1.000e-02, eta: 1 day, 19:39:22, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6039, top5_acc: 0.8305, loss_cls: 1.6710, loss: 1.6710, grad_norm: 5.3337 2021-02-05 14:32:54,388 - mmaction - INFO - Epoch [46][3200/3757] lr: 1.000e-02, eta: 1 day, 19:38:52, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7945, loss_cls: 1.8170, loss: 1.8170, grad_norm: 5.4754 2021-02-05 14:33:03,269 - mmaction - INFO - Epoch [46][3220/3757] lr: 1.000e-02, eta: 1 day, 19:38:22, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8047, loss_cls: 1.7658, loss: 1.7658, grad_norm: 5.3438 2021-02-05 14:33:12,222 - mmaction - INFO - Epoch [46][3240/3757] lr: 1.000e-02, eta: 1 day, 19:37:52, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8055, loss_cls: 1.7737, loss: 1.7737, grad_norm: 5.3561 2021-02-05 14:33:21,195 - mmaction - INFO - Epoch [46][3260/3757] lr: 1.000e-02, eta: 1 day, 19:37:21, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8000, loss_cls: 1.7905, loss: 1.7905, grad_norm: 5.4189 2021-02-05 14:33:30,110 - mmaction - INFO - Epoch [46][3280/3757] lr: 1.000e-02, eta: 1 day, 19:36:51, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7984, loss_cls: 1.8171, loss: 1.8171, grad_norm: 5.6927 2021-02-05 14:33:39,052 - mmaction - INFO - Epoch [46][3300/3757] lr: 1.000e-02, eta: 1 day, 19:36:21, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7742, loss_cls: 1.8675, loss: 1.8675, grad_norm: 5.3097 2021-02-05 14:33:47,985 - mmaction - INFO - Epoch [46][3320/3757] lr: 1.000e-02, eta: 1 day, 19:35:51, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7953, loss_cls: 1.8423, loss: 1.8423, grad_norm: 5.3049 2021-02-05 14:33:56,956 - mmaction - INFO - Epoch [46][3340/3757] lr: 1.000e-02, eta: 1 day, 19:35:21, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8031, loss_cls: 1.7483, loss: 1.7483, grad_norm: 5.4102 2021-02-05 14:34:05,925 - mmaction - INFO - Epoch [46][3360/3757] lr: 1.000e-02, eta: 1 day, 19:34:51, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8070, loss_cls: 1.7446, loss: 1.7446, grad_norm: 5.4909 2021-02-05 14:34:14,814 - mmaction - INFO - Epoch [46][3380/3757] lr: 1.000e-02, eta: 1 day, 19:34:20, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7906, loss_cls: 1.7502, loss: 1.7502, grad_norm: 5.3491 2021-02-05 14:34:23,838 - mmaction - INFO - Epoch [46][3400/3757] lr: 1.000e-02, eta: 1 day, 19:33:51, time: 0.452, data_time: 0.005, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.7076, loss: 1.7076, grad_norm: 5.3141 2021-02-05 14:34:32,757 - mmaction - INFO - Epoch [46][3420/3757] lr: 1.000e-02, eta: 1 day, 19:33:20, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8172, loss_cls: 1.7121, loss: 1.7121, grad_norm: 5.4374 2021-02-05 14:34:41,698 - mmaction - INFO - Epoch [46][3440/3757] lr: 1.000e-02, eta: 1 day, 19:32:50, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.8031, loss_cls: 1.8052, loss: 1.8052, grad_norm: 5.8244 2021-02-05 14:34:50,627 - mmaction - INFO - Epoch [46][3460/3757] lr: 1.000e-02, eta: 1 day, 19:32:20, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5539, top5_acc: 0.8039, loss_cls: 1.8042, loss: 1.8042, grad_norm: 5.5882 2021-02-05 14:34:59,634 - mmaction - INFO - Epoch [46][3480/3757] lr: 1.000e-02, eta: 1 day, 19:31:50, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8039, loss_cls: 1.7136, loss: 1.7136, grad_norm: 5.3436 2021-02-05 14:35:08,582 - mmaction - INFO - Epoch [46][3500/3757] lr: 1.000e-02, eta: 1 day, 19:31:20, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8102, loss_cls: 1.7118, loss: 1.7118, grad_norm: 5.3221 2021-02-05 14:35:17,476 - mmaction - INFO - Epoch [46][3520/3757] lr: 1.000e-02, eta: 1 day, 19:30:50, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7930, loss_cls: 1.7953, loss: 1.7953, grad_norm: 5.5272 2021-02-05 14:35:26,371 - mmaction - INFO - Epoch [46][3540/3757] lr: 1.000e-02, eta: 1 day, 19:30:20, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7992, loss_cls: 1.7316, loss: 1.7316, grad_norm: 5.2777 2021-02-05 14:35:35,348 - mmaction - INFO - Epoch [46][3560/3757] lr: 1.000e-02, eta: 1 day, 19:29:50, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8313, loss_cls: 1.6567, loss: 1.6567, grad_norm: 5.2554 2021-02-05 14:35:44,290 - mmaction - INFO - Epoch [46][3580/3757] lr: 1.000e-02, eta: 1 day, 19:29:20, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7914, loss_cls: 1.8279, loss: 1.8279, grad_norm: 5.3343 2021-02-05 14:35:53,248 - mmaction - INFO - Epoch [46][3600/3757] lr: 1.000e-02, eta: 1 day, 19:28:50, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8055, loss_cls: 1.7041, loss: 1.7041, grad_norm: 5.2159 2021-02-05 14:36:02,125 - mmaction - INFO - Epoch [46][3620/3757] lr: 1.000e-02, eta: 1 day, 19:28:20, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8219, loss_cls: 1.7106, loss: 1.7106, grad_norm: 5.2236 2021-02-05 14:36:11,058 - mmaction - INFO - Epoch [46][3640/3757] lr: 1.000e-02, eta: 1 day, 19:27:49, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7984, loss_cls: 1.8023, loss: 1.8023, grad_norm: 5.3504 2021-02-05 14:36:19,998 - mmaction - INFO - Epoch [46][3660/3757] lr: 1.000e-02, eta: 1 day, 19:27:20, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7961, loss_cls: 1.8063, loss: 1.8063, grad_norm: 5.2783 2021-02-05 14:36:29,021 - mmaction - INFO - Epoch [46][3680/3757] lr: 1.000e-02, eta: 1 day, 19:26:50, time: 0.451, data_time: 0.004, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8141, loss_cls: 1.7342, loss: 1.7342, grad_norm: 5.4776 2021-02-05 14:36:37,974 - mmaction - INFO - Epoch [46][3700/3757] lr: 1.000e-02, eta: 1 day, 19:26:20, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8000, loss_cls: 1.7471, loss: 1.7471, grad_norm: 5.4906 2021-02-05 14:36:46,923 - mmaction - INFO - Epoch [46][3720/3757] lr: 1.000e-02, eta: 1 day, 19:25:50, time: 0.448, data_time: 0.003, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7891, loss_cls: 1.8263, loss: 1.8263, grad_norm: 5.3497 2021-02-05 14:36:55,962 - mmaction - INFO - Epoch [46][3740/3757] lr: 1.000e-02, eta: 1 day, 19:25:20, time: 0.452, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7867, loss_cls: 1.8005, loss: 1.8005, grad_norm: 5.3851 2021-02-05 14:37:04,737 - mmaction - INFO - Saving checkpoint at 46 epochs 2021-02-05 14:37:33,211 - mmaction - INFO - Epoch [47][20/3757] lr: 1.000e-02, eta: 1 day, 19:24:51, time: 1.406, data_time: 0.959, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8008, loss_cls: 1.7623, loss: 1.7623, grad_norm: 5.1548 2021-02-05 14:37:42,119 - mmaction - INFO - Epoch [47][40/3757] lr: 1.000e-02, eta: 1 day, 19:24:21, time: 0.445, data_time: 0.003, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8227, loss_cls: 1.6781, loss: 1.6781, grad_norm: 5.3265 2021-02-05 14:37:50,957 - mmaction - INFO - Epoch [47][60/3757] lr: 1.000e-02, eta: 1 day, 19:23:50, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7930, loss_cls: 1.7890, loss: 1.7890, grad_norm: 5.1812 2021-02-05 14:37:59,871 - mmaction - INFO - Epoch [47][80/3757] lr: 1.000e-02, eta: 1 day, 19:23:20, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8094, loss_cls: 1.7269, loss: 1.7269, grad_norm: 5.2457 2021-02-05 14:38:08,875 - mmaction - INFO - Epoch [47][100/3757] lr: 1.000e-02, eta: 1 day, 19:22:51, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8039, loss_cls: 1.7212, loss: 1.7212, grad_norm: 5.1966 2021-02-05 14:38:17,779 - mmaction - INFO - Epoch [47][120/3757] lr: 1.000e-02, eta: 1 day, 19:22:21, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6047, top5_acc: 0.7969, loss_cls: 1.7333, loss: 1.7333, grad_norm: 5.2223 2021-02-05 14:38:26,651 - mmaction - INFO - Epoch [47][140/3757] lr: 1.000e-02, eta: 1 day, 19:21:51, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8055, loss_cls: 1.6759, loss: 1.6759, grad_norm: 5.4182 2021-02-05 14:38:35,540 - mmaction - INFO - Epoch [47][160/3757] lr: 1.000e-02, eta: 1 day, 19:21:21, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8211, loss_cls: 1.6563, loss: 1.6563, grad_norm: 5.4837 2021-02-05 14:38:44,465 - mmaction - INFO - Epoch [47][180/3757] lr: 1.000e-02, eta: 1 day, 19:20:51, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6078, top5_acc: 0.8125, loss_cls: 1.6844, loss: 1.6844, grad_norm: 5.4390 2021-02-05 14:38:53,365 - mmaction - INFO - Epoch [47][200/3757] lr: 1.000e-02, eta: 1 day, 19:20:21, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8289, loss_cls: 1.6252, loss: 1.6252, grad_norm: 5.3760 2021-02-05 14:39:02,256 - mmaction - INFO - Epoch [47][220/3757] lr: 1.000e-02, eta: 1 day, 19:19:51, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7773, loss_cls: 1.8705, loss: 1.8705, grad_norm: 5.7226 2021-02-05 14:39:11,117 - mmaction - INFO - Epoch [47][240/3757] lr: 1.000e-02, eta: 1 day, 19:19:21, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8219, loss_cls: 1.7325, loss: 1.7325, grad_norm: 5.3512 2021-02-05 14:39:20,055 - mmaction - INFO - Epoch [47][260/3757] lr: 1.000e-02, eta: 1 day, 19:18:51, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8102, loss_cls: 1.6778, loss: 1.6778, grad_norm: 5.3185 2021-02-05 14:39:28,953 - mmaction - INFO - Epoch [47][280/3757] lr: 1.000e-02, eta: 1 day, 19:18:21, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.7497, loss: 1.7497, grad_norm: 5.5503 2021-02-05 14:39:37,879 - mmaction - INFO - Epoch [47][300/3757] lr: 1.000e-02, eta: 1 day, 19:17:51, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7828, loss_cls: 1.8595, loss: 1.8595, grad_norm: 5.6152 2021-02-05 14:39:46,795 - mmaction - INFO - Epoch [47][320/3757] lr: 1.000e-02, eta: 1 day, 19:17:21, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6062, top5_acc: 0.8148, loss_cls: 1.6602, loss: 1.6602, grad_norm: 5.3306 2021-02-05 14:39:55,714 - mmaction - INFO - Epoch [47][340/3757] lr: 1.000e-02, eta: 1 day, 19:16:51, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7992, loss_cls: 1.7504, loss: 1.7504, grad_norm: 5.4993 2021-02-05 14:40:04,579 - mmaction - INFO - Epoch [47][360/3757] lr: 1.000e-02, eta: 1 day, 19:16:21, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6070, top5_acc: 0.8258, loss_cls: 1.6718, loss: 1.6718, grad_norm: 5.2315 2021-02-05 14:40:13,521 - mmaction - INFO - Epoch [47][380/3757] lr: 1.000e-02, eta: 1 day, 19:15:52, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5875, top5_acc: 0.7969, loss_cls: 1.7470, loss: 1.7470, grad_norm: 5.3957 2021-02-05 14:40:22,455 - mmaction - INFO - Epoch [47][400/3757] lr: 1.000e-02, eta: 1 day, 19:15:22, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.6811, loss: 1.6811, grad_norm: 5.1714 2021-02-05 14:40:31,416 - mmaction - INFO - Epoch [47][420/3757] lr: 1.000e-02, eta: 1 day, 19:14:52, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8016, loss_cls: 1.7942, loss: 1.7942, grad_norm: 5.5556 2021-02-05 14:40:40,347 - mmaction - INFO - Epoch [47][440/3757] lr: 1.000e-02, eta: 1 day, 19:14:22, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7883, loss_cls: 1.7990, loss: 1.7990, grad_norm: 5.4396 2021-02-05 14:40:49,262 - mmaction - INFO - Epoch [47][460/3757] lr: 1.000e-02, eta: 1 day, 19:13:52, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6055, top5_acc: 0.8250, loss_cls: 1.6467, loss: 1.6467, grad_norm: 5.3070 2021-02-05 14:40:58,176 - mmaction - INFO - Epoch [47][480/3757] lr: 1.000e-02, eta: 1 day, 19:13:23, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8273, loss_cls: 1.6367, loss: 1.6367, grad_norm: 5.3037 2021-02-05 14:41:07,059 - mmaction - INFO - Epoch [47][500/3757] lr: 1.000e-02, eta: 1 day, 19:12:53, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8000, loss_cls: 1.7160, loss: 1.7160, grad_norm: 5.2423 2021-02-05 14:41:15,973 - mmaction - INFO - Epoch [47][520/3757] lr: 1.000e-02, eta: 1 day, 19:12:23, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.7984, loss_cls: 1.7430, loss: 1.7430, grad_norm: 5.3612 2021-02-05 14:41:24,953 - mmaction - INFO - Epoch [47][540/3757] lr: 1.000e-02, eta: 1 day, 19:11:53, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8141, loss_cls: 1.7012, loss: 1.7012, grad_norm: 5.3643 2021-02-05 14:41:33,846 - mmaction - INFO - Epoch [47][560/3757] lr: 1.000e-02, eta: 1 day, 19:11:23, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6047, top5_acc: 0.8195, loss_cls: 1.7189, loss: 1.7189, grad_norm: 5.3066 2021-02-05 14:41:42,745 - mmaction - INFO - Epoch [47][580/3757] lr: 1.000e-02, eta: 1 day, 19:10:54, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.8445, loss: 1.8445, grad_norm: 5.4722 2021-02-05 14:41:51,670 - mmaction - INFO - Epoch [47][600/3757] lr: 1.000e-02, eta: 1 day, 19:10:24, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.6784, loss: 1.6784, grad_norm: 5.3907 2021-02-05 14:42:00,673 - mmaction - INFO - Epoch [47][620/3757] lr: 1.000e-02, eta: 1 day, 19:09:54, time: 0.451, data_time: 0.005, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7961, loss_cls: 1.7788, loss: 1.7788, grad_norm: 5.6976 2021-02-05 14:42:09,628 - mmaction - INFO - Epoch [47][640/3757] lr: 1.000e-02, eta: 1 day, 19:09:25, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6055, top5_acc: 0.8172, loss_cls: 1.6911, loss: 1.6911, grad_norm: 5.5355 2021-02-05 14:42:18,510 - mmaction - INFO - Epoch [47][660/3757] lr: 1.000e-02, eta: 1 day, 19:08:55, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8047, loss_cls: 1.6807, loss: 1.6807, grad_norm: 5.4060 2021-02-05 14:42:27,457 - mmaction - INFO - Epoch [47][680/3757] lr: 1.000e-02, eta: 1 day, 19:08:25, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8133, loss_cls: 1.7166, loss: 1.7166, grad_norm: 5.4225 2021-02-05 14:42:36,445 - mmaction - INFO - Epoch [47][700/3757] lr: 1.000e-02, eta: 1 day, 19:07:56, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8078, loss_cls: 1.7744, loss: 1.7744, grad_norm: 5.3864 2021-02-05 14:42:45,584 - mmaction - INFO - Epoch [47][720/3757] lr: 1.000e-02, eta: 1 day, 19:07:27, time: 0.457, data_time: 0.010, memory: 7141, top1_acc: 0.5898, top5_acc: 0.7977, loss_cls: 1.7118, loss: 1.7118, grad_norm: 5.0921 2021-02-05 14:42:54,484 - mmaction - INFO - Epoch [47][740/3757] lr: 1.000e-02, eta: 1 day, 19:06:57, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8148, loss_cls: 1.7385, loss: 1.7385, grad_norm: 5.4391 2021-02-05 14:43:03,423 - mmaction - INFO - Epoch [47][760/3757] lr: 1.000e-02, eta: 1 day, 19:06:27, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.7852, loss_cls: 1.7507, loss: 1.7507, grad_norm: 5.4379 2021-02-05 14:43:12,320 - mmaction - INFO - Epoch [47][780/3757] lr: 1.000e-02, eta: 1 day, 19:05:57, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6117, top5_acc: 0.8227, loss_cls: 1.6203, loss: 1.6203, grad_norm: 5.2984 2021-02-05 14:43:21,186 - mmaction - INFO - Epoch [47][800/3757] lr: 1.000e-02, eta: 1 day, 19:05:28, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8273, loss_cls: 1.6632, loss: 1.6632, grad_norm: 5.4712 2021-02-05 14:43:30,138 - mmaction - INFO - Epoch [47][820/3757] lr: 1.000e-02, eta: 1 day, 19:04:58, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8016, loss_cls: 1.7509, loss: 1.7509, grad_norm: 5.6694 2021-02-05 14:43:39,035 - mmaction - INFO - Epoch [47][840/3757] lr: 1.000e-02, eta: 1 day, 19:04:28, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8109, loss_cls: 1.7473, loss: 1.7473, grad_norm: 5.5732 2021-02-05 14:43:47,943 - mmaction - INFO - Epoch [47][860/3757] lr: 1.000e-02, eta: 1 day, 19:03:59, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7891, loss_cls: 1.8120, loss: 1.8120, grad_norm: 5.3714 2021-02-05 14:43:56,865 - mmaction - INFO - Epoch [47][880/3757] lr: 1.000e-02, eta: 1 day, 19:03:29, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7906, loss_cls: 1.8246, loss: 1.8246, grad_norm: 5.6506 2021-02-05 14:44:05,734 - mmaction - INFO - Epoch [47][900/3757] lr: 1.000e-02, eta: 1 day, 19:03:00, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8141, loss_cls: 1.7337, loss: 1.7337, grad_norm: 5.5811 2021-02-05 14:44:14,628 - mmaction - INFO - Epoch [47][920/3757] lr: 1.000e-02, eta: 1 day, 19:02:30, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6078, top5_acc: 0.8133, loss_cls: 1.6508, loss: 1.6508, grad_norm: 5.4823 2021-02-05 14:44:23,538 - mmaction - INFO - Epoch [47][940/3757] lr: 1.000e-02, eta: 1 day, 19:02:00, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8102, loss_cls: 1.6833, loss: 1.6833, grad_norm: 5.3929 2021-02-05 14:44:32,466 - mmaction - INFO - Epoch [47][960/3757] lr: 1.000e-02, eta: 1 day, 19:01:31, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6086, top5_acc: 0.8187, loss_cls: 1.7216, loss: 1.7216, grad_norm: 5.2989 2021-02-05 14:44:41,320 - mmaction - INFO - Epoch [47][980/3757] lr: 1.000e-02, eta: 1 day, 19:01:01, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8125, loss_cls: 1.7322, loss: 1.7322, grad_norm: 5.4763 2021-02-05 14:44:50,325 - mmaction - INFO - Epoch [47][1000/3757] lr: 1.000e-02, eta: 1 day, 19:00:32, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8195, loss_cls: 1.7094, loss: 1.7094, grad_norm: 5.4826 2021-02-05 14:44:59,246 - mmaction - INFO - Epoch [47][1020/3757] lr: 1.000e-02, eta: 1 day, 19:00:02, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7992, loss_cls: 1.8313, loss: 1.8313, grad_norm: 5.6480 2021-02-05 14:45:08,157 - mmaction - INFO - Epoch [47][1040/3757] lr: 1.000e-02, eta: 1 day, 18:59:32, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8102, loss_cls: 1.7748, loss: 1.7748, grad_norm: 5.4668 2021-02-05 14:45:17,112 - mmaction - INFO - Epoch [47][1060/3757] lr: 1.000e-02, eta: 1 day, 18:59:03, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7961, loss_cls: 1.7601, loss: 1.7601, grad_norm: 5.3865 2021-02-05 14:45:26,019 - mmaction - INFO - Epoch [47][1080/3757] lr: 1.000e-02, eta: 1 day, 18:58:33, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8016, loss_cls: 1.7665, loss: 1.7665, grad_norm: 5.3567 2021-02-05 14:45:34,981 - mmaction - INFO - Epoch [47][1100/3757] lr: 1.000e-02, eta: 1 day, 18:58:04, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8070, loss_cls: 1.7262, loss: 1.7262, grad_norm: 5.4377 2021-02-05 14:45:43,865 - mmaction - INFO - Epoch [47][1120/3757] lr: 1.000e-02, eta: 1 day, 18:57:34, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7945, loss_cls: 1.8148, loss: 1.8148, grad_norm: 5.3382 2021-02-05 14:45:52,763 - mmaction - INFO - Epoch [47][1140/3757] lr: 1.000e-02, eta: 1 day, 18:57:05, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8094, loss_cls: 1.7396, loss: 1.7396, grad_norm: 5.5149 2021-02-05 14:46:01,711 - mmaction - INFO - Epoch [47][1160/3757] lr: 1.000e-02, eta: 1 day, 18:56:35, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8117, loss_cls: 1.6971, loss: 1.6971, grad_norm: 5.5738 2021-02-05 14:46:10,615 - mmaction - INFO - Epoch [47][1180/3757] lr: 1.000e-02, eta: 1 day, 18:56:06, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6117, top5_acc: 0.8289, loss_cls: 1.6291, loss: 1.6291, grad_norm: 5.1757 2021-02-05 14:46:19,539 - mmaction - INFO - Epoch [47][1200/3757] lr: 1.000e-02, eta: 1 day, 18:55:37, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6023, top5_acc: 0.8125, loss_cls: 1.6757, loss: 1.6757, grad_norm: 5.3481 2021-02-05 14:46:28,485 - mmaction - INFO - Epoch [47][1220/3757] lr: 1.000e-02, eta: 1 day, 18:55:07, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8219, loss_cls: 1.7137, loss: 1.7137, grad_norm: 5.3605 2021-02-05 14:46:37,460 - mmaction - INFO - Epoch [47][1240/3757] lr: 1.000e-02, eta: 1 day, 18:54:38, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8227, loss_cls: 1.6837, loss: 1.6837, grad_norm: 5.4873 2021-02-05 14:46:46,442 - mmaction - INFO - Epoch [47][1260/3757] lr: 1.000e-02, eta: 1 day, 18:54:09, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8102, loss_cls: 1.7112, loss: 1.7112, grad_norm: 5.5371 2021-02-05 14:46:55,395 - mmaction - INFO - Epoch [47][1280/3757] lr: 1.000e-02, eta: 1 day, 18:53:39, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7977, loss_cls: 1.8170, loss: 1.8170, grad_norm: 5.6184 2021-02-05 14:47:04,373 - mmaction - INFO - Epoch [47][1300/3757] lr: 1.000e-02, eta: 1 day, 18:53:10, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8063, loss_cls: 1.6822, loss: 1.6822, grad_norm: 5.1454 2021-02-05 14:47:13,352 - mmaction - INFO - Epoch [47][1320/3757] lr: 1.000e-02, eta: 1 day, 18:52:41, time: 0.450, data_time: 0.002, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8172, loss_cls: 1.6742, loss: 1.6742, grad_norm: 5.3389 2021-02-05 14:47:22,349 - mmaction - INFO - Epoch [47][1340/3757] lr: 1.000e-02, eta: 1 day, 18:52:11, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8234, loss_cls: 1.6986, loss: 1.6986, grad_norm: 5.3128 2021-02-05 14:47:31,337 - mmaction - INFO - Epoch [47][1360/3757] lr: 1.000e-02, eta: 1 day, 18:51:42, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6039, top5_acc: 0.8156, loss_cls: 1.6960, loss: 1.6960, grad_norm: 5.4344 2021-02-05 14:47:40,341 - mmaction - INFO - Epoch [47][1380/3757] lr: 1.000e-02, eta: 1 day, 18:51:13, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8063, loss_cls: 1.7569, loss: 1.7569, grad_norm: 5.2906 2021-02-05 14:47:49,372 - mmaction - INFO - Epoch [47][1400/3757] lr: 1.000e-02, eta: 1 day, 18:50:44, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8031, loss_cls: 1.7447, loss: 1.7447, grad_norm: 5.3975 2021-02-05 14:47:58,339 - mmaction - INFO - Epoch [47][1420/3757] lr: 1.000e-02, eta: 1 day, 18:50:14, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8016, loss_cls: 1.7785, loss: 1.7785, grad_norm: 5.2564 2021-02-05 14:48:07,275 - mmaction - INFO - Epoch [47][1440/3757] lr: 1.000e-02, eta: 1 day, 18:49:45, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7992, loss_cls: 1.7845, loss: 1.7845, grad_norm: 5.3971 2021-02-05 14:48:16,217 - mmaction - INFO - Epoch [47][1460/3757] lr: 1.000e-02, eta: 1 day, 18:49:16, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8031, loss_cls: 1.7586, loss: 1.7586, grad_norm: 5.4647 2021-02-05 14:48:25,121 - mmaction - INFO - Epoch [47][1480/3757] lr: 1.000e-02, eta: 1 day, 18:48:46, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7953, loss_cls: 1.7650, loss: 1.7650, grad_norm: 5.4057 2021-02-05 14:48:34,020 - mmaction - INFO - Epoch [47][1500/3757] lr: 1.000e-02, eta: 1 day, 18:48:17, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7898, loss_cls: 1.8200, loss: 1.8200, grad_norm: 5.5697 2021-02-05 14:48:42,919 - mmaction - INFO - Epoch [47][1520/3757] lr: 1.000e-02, eta: 1 day, 18:47:48, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5594, top5_acc: 0.8023, loss_cls: 1.7988, loss: 1.7988, grad_norm: 5.4235 2021-02-05 14:48:51,878 - mmaction - INFO - Epoch [47][1540/3757] lr: 1.000e-02, eta: 1 day, 18:47:18, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6000, top5_acc: 0.8117, loss_cls: 1.6612, loss: 1.6612, grad_norm: 5.2449 2021-02-05 14:49:00,834 - mmaction - INFO - Epoch [47][1560/3757] lr: 1.000e-02, eta: 1 day, 18:46:49, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8031, loss_cls: 1.8051, loss: 1.8051, grad_norm: 5.4163 2021-02-05 14:49:09,802 - mmaction - INFO - Epoch [47][1580/3757] lr: 1.000e-02, eta: 1 day, 18:46:20, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8055, loss_cls: 1.7655, loss: 1.7655, grad_norm: 5.5036 2021-02-05 14:49:18,735 - mmaction - INFO - Epoch [47][1600/3757] lr: 1.000e-02, eta: 1 day, 18:45:51, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8141, loss_cls: 1.7318, loss: 1.7318, grad_norm: 5.3661 2021-02-05 14:49:27,656 - mmaction - INFO - Epoch [47][1620/3757] lr: 1.000e-02, eta: 1 day, 18:45:22, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8156, loss_cls: 1.6821, loss: 1.6821, grad_norm: 5.3067 2021-02-05 14:49:36,619 - mmaction - INFO - Epoch [47][1640/3757] lr: 1.000e-02, eta: 1 day, 18:44:52, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7961, loss_cls: 1.7591, loss: 1.7591, grad_norm: 5.3561 2021-02-05 14:49:45,472 - mmaction - INFO - Epoch [47][1660/3757] lr: 1.000e-02, eta: 1 day, 18:44:23, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.8004, loss: 1.8004, grad_norm: 5.3600 2021-02-05 14:49:54,410 - mmaction - INFO - Epoch [47][1680/3757] lr: 1.000e-02, eta: 1 day, 18:43:54, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7797, loss_cls: 1.8508, loss: 1.8508, grad_norm: 5.5060 2021-02-05 14:50:03,351 - mmaction - INFO - Epoch [47][1700/3757] lr: 1.000e-02, eta: 1 day, 18:43:25, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8086, loss_cls: 1.7657, loss: 1.7657, grad_norm: 5.4762 2021-02-05 14:50:12,271 - mmaction - INFO - Epoch [47][1720/3757] lr: 1.000e-02, eta: 1 day, 18:42:55, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8000, loss_cls: 1.7619, loss: 1.7619, grad_norm: 5.3015 2021-02-05 14:50:21,274 - mmaction - INFO - Epoch [47][1740/3757] lr: 1.000e-02, eta: 1 day, 18:42:26, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8172, loss_cls: 1.6547, loss: 1.6547, grad_norm: 5.3016 2021-02-05 14:50:30,225 - mmaction - INFO - Epoch [47][1760/3757] lr: 1.000e-02, eta: 1 day, 18:41:57, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8055, loss_cls: 1.7955, loss: 1.7955, grad_norm: 5.6473 2021-02-05 14:50:39,124 - mmaction - INFO - Epoch [47][1780/3757] lr: 1.000e-02, eta: 1 day, 18:41:28, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.8086, loss_cls: 1.7652, loss: 1.7652, grad_norm: 5.4611 2021-02-05 14:50:48,075 - mmaction - INFO - Epoch [47][1800/3757] lr: 1.000e-02, eta: 1 day, 18:40:59, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7977, loss_cls: 1.7645, loss: 1.7645, grad_norm: 5.4111 2021-02-05 14:50:57,043 - mmaction - INFO - Epoch [47][1820/3757] lr: 1.000e-02, eta: 1 day, 18:40:30, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.7547, loss: 1.7547, grad_norm: 5.3005 2021-02-05 14:51:05,985 - mmaction - INFO - Epoch [47][1840/3757] lr: 1.000e-02, eta: 1 day, 18:40:00, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8117, loss_cls: 1.7299, loss: 1.7299, grad_norm: 5.3747 2021-02-05 14:51:14,913 - mmaction - INFO - Epoch [47][1860/3757] lr: 1.000e-02, eta: 1 day, 18:39:31, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8078, loss_cls: 1.6962, loss: 1.6962, grad_norm: 5.2765 2021-02-05 14:51:23,827 - mmaction - INFO - Epoch [47][1880/3757] lr: 1.000e-02, eta: 1 day, 18:39:02, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6203, top5_acc: 0.8187, loss_cls: 1.6464, loss: 1.6464, grad_norm: 5.2285 2021-02-05 14:51:32,741 - mmaction - INFO - Epoch [47][1900/3757] lr: 1.000e-02, eta: 1 day, 18:38:33, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7852, loss_cls: 1.8469, loss: 1.8469, grad_norm: 5.5297 2021-02-05 14:51:41,657 - mmaction - INFO - Epoch [47][1920/3757] lr: 1.000e-02, eta: 1 day, 18:38:04, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6172, top5_acc: 0.8242, loss_cls: 1.6137, loss: 1.6137, grad_norm: 5.2685 2021-02-05 14:51:50,584 - mmaction - INFO - Epoch [47][1940/3757] lr: 1.000e-02, eta: 1 day, 18:37:35, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7930, loss_cls: 1.7811, loss: 1.7811, grad_norm: 5.3850 2021-02-05 14:51:59,485 - mmaction - INFO - Epoch [47][1960/3757] lr: 1.000e-02, eta: 1 day, 18:37:06, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7844, loss_cls: 1.8763, loss: 1.8763, grad_norm: 5.4138 2021-02-05 14:52:08,465 - mmaction - INFO - Epoch [47][1980/3757] lr: 1.000e-02, eta: 1 day, 18:36:37, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7906, loss_cls: 1.8335, loss: 1.8335, grad_norm: 5.4834 2021-02-05 14:52:17,392 - mmaction - INFO - Epoch [47][2000/3757] lr: 1.000e-02, eta: 1 day, 18:36:07, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7992, loss_cls: 1.7940, loss: 1.7940, grad_norm: 5.3866 2021-02-05 14:52:26,305 - mmaction - INFO - Epoch [47][2020/3757] lr: 1.000e-02, eta: 1 day, 18:35:38, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7953, loss_cls: 1.7954, loss: 1.7954, grad_norm: 5.4458 2021-02-05 14:52:35,228 - mmaction - INFO - Epoch [47][2040/3757] lr: 1.000e-02, eta: 1 day, 18:35:09, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7906, loss_cls: 1.8426, loss: 1.8426, grad_norm: 5.5014 2021-02-05 14:52:44,111 - mmaction - INFO - Epoch [47][2060/3757] lr: 1.000e-02, eta: 1 day, 18:34:40, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6109, top5_acc: 0.8297, loss_cls: 1.6329, loss: 1.6329, grad_norm: 5.4060 2021-02-05 14:52:53,085 - mmaction - INFO - Epoch [47][2080/3757] lr: 1.000e-02, eta: 1 day, 18:34:11, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8141, loss_cls: 1.7253, loss: 1.7253, grad_norm: 5.4946 2021-02-05 14:53:02,000 - mmaction - INFO - Epoch [47][2100/3757] lr: 1.000e-02, eta: 1 day, 18:33:42, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.7953, loss_cls: 1.7791, loss: 1.7791, grad_norm: 5.3372 2021-02-05 14:53:10,931 - mmaction - INFO - Epoch [47][2120/3757] lr: 1.000e-02, eta: 1 day, 18:33:13, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7169, loss: 1.7169, grad_norm: 5.5046 2021-02-05 14:53:19,847 - mmaction - INFO - Epoch [47][2140/3757] lr: 1.000e-02, eta: 1 day, 18:32:44, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8078, loss_cls: 1.6867, loss: 1.6867, grad_norm: 5.2811 2021-02-05 14:53:28,698 - mmaction - INFO - Epoch [47][2160/3757] lr: 1.000e-02, eta: 1 day, 18:32:15, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8008, loss_cls: 1.7759, loss: 1.7759, grad_norm: 5.4687 2021-02-05 14:53:37,542 - mmaction - INFO - Epoch [47][2180/3757] lr: 1.000e-02, eta: 1 day, 18:31:46, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8086, loss_cls: 1.7493, loss: 1.7493, grad_norm: 5.2385 2021-02-05 14:53:46,532 - mmaction - INFO - Epoch [47][2200/3757] lr: 1.000e-02, eta: 1 day, 18:31:17, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8133, loss_cls: 1.7368, loss: 1.7368, grad_norm: 5.5071 2021-02-05 14:53:55,492 - mmaction - INFO - Epoch [47][2220/3757] lr: 1.000e-02, eta: 1 day, 18:30:48, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8016, loss_cls: 1.7483, loss: 1.7483, grad_norm: 5.4939 2021-02-05 14:54:04,421 - mmaction - INFO - Epoch [47][2240/3757] lr: 1.000e-02, eta: 1 day, 18:30:19, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7977, loss_cls: 1.7780, loss: 1.7780, grad_norm: 5.3860 2021-02-05 14:54:13,385 - mmaction - INFO - Epoch [47][2260/3757] lr: 1.000e-02, eta: 1 day, 18:29:50, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8102, loss_cls: 1.7648, loss: 1.7648, grad_norm: 5.3200 2021-02-05 14:54:22,255 - mmaction - INFO - Epoch [47][2280/3757] lr: 1.000e-02, eta: 1 day, 18:29:21, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8109, loss_cls: 1.7326, loss: 1.7326, grad_norm: 5.3164 2021-02-05 14:54:31,103 - mmaction - INFO - Epoch [47][2300/3757] lr: 1.000e-02, eta: 1 day, 18:28:52, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8070, loss_cls: 1.7564, loss: 1.7564, grad_norm: 5.2745 2021-02-05 14:54:39,978 - mmaction - INFO - Epoch [47][2320/3757] lr: 1.000e-02, eta: 1 day, 18:28:22, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6031, top5_acc: 0.8078, loss_cls: 1.7309, loss: 1.7309, grad_norm: 5.1117 2021-02-05 14:54:48,927 - mmaction - INFO - Epoch [47][2340/3757] lr: 1.000e-02, eta: 1 day, 18:27:54, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8258, loss_cls: 1.6603, loss: 1.6603, grad_norm: 5.4505 2021-02-05 14:54:57,853 - mmaction - INFO - Epoch [47][2360/3757] lr: 1.000e-02, eta: 1 day, 18:27:25, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7727, loss_cls: 1.8937, loss: 1.8937, grad_norm: 5.7487 2021-02-05 14:55:06,827 - mmaction - INFO - Epoch [47][2380/3757] lr: 1.000e-02, eta: 1 day, 18:26:56, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8094, loss_cls: 1.7106, loss: 1.7106, grad_norm: 5.2767 2021-02-05 14:55:15,767 - mmaction - INFO - Epoch [47][2400/3757] lr: 1.000e-02, eta: 1 day, 18:26:27, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8008, loss_cls: 1.8117, loss: 1.8117, grad_norm: 5.5101 2021-02-05 14:55:24,656 - mmaction - INFO - Epoch [47][2420/3757] lr: 1.000e-02, eta: 1 day, 18:25:58, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7914, loss_cls: 1.8819, loss: 1.8819, grad_norm: 5.3861 2021-02-05 14:55:33,564 - mmaction - INFO - Epoch [47][2440/3757] lr: 1.000e-02, eta: 1 day, 18:25:29, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8102, loss_cls: 1.7268, loss: 1.7268, grad_norm: 5.1797 2021-02-05 14:55:42,445 - mmaction - INFO - Epoch [47][2460/3757] lr: 1.000e-02, eta: 1 day, 18:25:00, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5875, top5_acc: 0.7945, loss_cls: 1.7799, loss: 1.7799, grad_norm: 5.2974 2021-02-05 14:55:51,369 - mmaction - INFO - Epoch [47][2480/3757] lr: 1.000e-02, eta: 1 day, 18:24:31, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8172, loss_cls: 1.6679, loss: 1.6679, grad_norm: 5.4782 2021-02-05 14:56:00,286 - mmaction - INFO - Epoch [47][2500/3757] lr: 1.000e-02, eta: 1 day, 18:24:02, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8008, loss_cls: 1.7384, loss: 1.7384, grad_norm: 5.4032 2021-02-05 14:56:09,294 - mmaction - INFO - Epoch [47][2520/3757] lr: 1.000e-02, eta: 1 day, 18:23:33, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8070, loss_cls: 1.7544, loss: 1.7544, grad_norm: 5.3240 2021-02-05 14:56:18,265 - mmaction - INFO - Epoch [47][2540/3757] lr: 1.000e-02, eta: 1 day, 18:23:05, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.8023, loss_cls: 1.8055, loss: 1.8055, grad_norm: 5.5085 2021-02-05 14:56:27,209 - mmaction - INFO - Epoch [47][2560/3757] lr: 1.000e-02, eta: 1 day, 18:22:36, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7820, loss_cls: 1.8272, loss: 1.8272, grad_norm: 5.3454 2021-02-05 14:56:36,093 - mmaction - INFO - Epoch [47][2580/3757] lr: 1.000e-02, eta: 1 day, 18:22:07, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8070, loss_cls: 1.7183, loss: 1.7183, grad_norm: 5.2037 2021-02-05 14:56:45,020 - mmaction - INFO - Epoch [47][2600/3757] lr: 1.000e-02, eta: 1 day, 18:21:38, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7961, loss_cls: 1.7711, loss: 1.7711, grad_norm: 5.4822 2021-02-05 14:56:53,937 - mmaction - INFO - Epoch [47][2620/3757] lr: 1.000e-02, eta: 1 day, 18:21:09, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6039, top5_acc: 0.8148, loss_cls: 1.7012, loss: 1.7012, grad_norm: 5.3690 2021-02-05 14:57:02,888 - mmaction - INFO - Epoch [47][2640/3757] lr: 1.000e-02, eta: 1 day, 18:20:41, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8031, loss_cls: 1.7564, loss: 1.7564, grad_norm: 5.4530 2021-02-05 14:57:11,839 - mmaction - INFO - Epoch [47][2660/3757] lr: 1.000e-02, eta: 1 day, 18:20:12, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7961, loss_cls: 1.8727, loss: 1.8727, grad_norm: 5.6319 2021-02-05 14:57:20,729 - mmaction - INFO - Epoch [47][2680/3757] lr: 1.000e-02, eta: 1 day, 18:19:43, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6023, top5_acc: 0.8211, loss_cls: 1.6986, loss: 1.6986, grad_norm: 5.5032 2021-02-05 14:57:29,720 - mmaction - INFO - Epoch [47][2700/3757] lr: 1.000e-02, eta: 1 day, 18:19:14, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8187, loss_cls: 1.6970, loss: 1.6970, grad_norm: 5.2191 2021-02-05 14:57:38,650 - mmaction - INFO - Epoch [47][2720/3757] lr: 1.000e-02, eta: 1 day, 18:18:45, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8031, loss_cls: 1.7513, loss: 1.7513, grad_norm: 5.3731 2021-02-05 14:57:47,495 - mmaction - INFO - Epoch [47][2740/3757] lr: 1.000e-02, eta: 1 day, 18:18:16, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8000, loss_cls: 1.7799, loss: 1.7799, grad_norm: 5.4448 2021-02-05 14:57:56,409 - mmaction - INFO - Epoch [47][2760/3757] lr: 1.000e-02, eta: 1 day, 18:17:48, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8133, loss_cls: 1.7070, loss: 1.7070, grad_norm: 5.2984 2021-02-05 14:58:05,346 - mmaction - INFO - Epoch [47][2780/3757] lr: 1.000e-02, eta: 1 day, 18:17:19, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8016, loss_cls: 1.7754, loss: 1.7754, grad_norm: 5.3136 2021-02-05 14:58:14,295 - mmaction - INFO - Epoch [47][2800/3757] lr: 1.000e-02, eta: 1 day, 18:16:50, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8117, loss_cls: 1.7393, loss: 1.7393, grad_norm: 5.5733 2021-02-05 14:58:23,265 - mmaction - INFO - Epoch [47][2820/3757] lr: 1.000e-02, eta: 1 day, 18:16:22, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8016, loss_cls: 1.7491, loss: 1.7491, grad_norm: 5.3794 2021-02-05 14:58:32,232 - mmaction - INFO - Epoch [47][2840/3757] lr: 1.000e-02, eta: 1 day, 18:15:53, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7906, loss_cls: 1.8135, loss: 1.8135, grad_norm: 5.6530 2021-02-05 14:58:41,097 - mmaction - INFO - Epoch [47][2860/3757] lr: 1.000e-02, eta: 1 day, 18:15:24, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.7589, loss: 1.7589, grad_norm: 5.1627 2021-02-05 14:58:49,994 - mmaction - INFO - Epoch [47][2880/3757] lr: 1.000e-02, eta: 1 day, 18:14:55, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8156, loss_cls: 1.7753, loss: 1.7753, grad_norm: 5.4407 2021-02-05 14:58:58,887 - mmaction - INFO - Epoch [47][2900/3757] lr: 1.000e-02, eta: 1 day, 18:14:26, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8008, loss_cls: 1.7812, loss: 1.7812, grad_norm: 5.5466 2021-02-05 14:59:07,830 - mmaction - INFO - Epoch [47][2920/3757] lr: 1.000e-02, eta: 1 day, 18:13:58, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8133, loss_cls: 1.7172, loss: 1.7172, grad_norm: 5.1753 2021-02-05 14:59:16,801 - mmaction - INFO - Epoch [47][2940/3757] lr: 1.000e-02, eta: 1 day, 18:13:29, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8133, loss_cls: 1.6968, loss: 1.6968, grad_norm: 5.3859 2021-02-05 14:59:25,679 - mmaction - INFO - Epoch [47][2960/3757] lr: 1.000e-02, eta: 1 day, 18:13:00, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.7688, loss: 1.7688, grad_norm: 5.5543 2021-02-05 14:59:34,590 - mmaction - INFO - Epoch [47][2980/3757] lr: 1.000e-02, eta: 1 day, 18:12:32, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7867, loss_cls: 1.8201, loss: 1.8201, grad_norm: 5.3538 2021-02-05 14:59:43,498 - mmaction - INFO - Epoch [47][3000/3757] lr: 1.000e-02, eta: 1 day, 18:12:03, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.7922, loss_cls: 1.8238, loss: 1.8238, grad_norm: 5.4418 2021-02-05 14:59:52,422 - mmaction - INFO - Epoch [47][3020/3757] lr: 1.000e-02, eta: 1 day, 18:11:34, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.7984, loss_cls: 1.7418, loss: 1.7418, grad_norm: 5.3372 2021-02-05 15:00:01,358 - mmaction - INFO - Epoch [47][3040/3757] lr: 1.000e-02, eta: 1 day, 18:11:06, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6203, top5_acc: 0.8219, loss_cls: 1.5994, loss: 1.5994, grad_norm: 5.2225 2021-02-05 15:00:10,380 - mmaction - INFO - Epoch [47][3060/3757] lr: 1.000e-02, eta: 1 day, 18:10:37, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8164, loss_cls: 1.6912, loss: 1.6912, grad_norm: 5.4727 2021-02-05 15:00:19,339 - mmaction - INFO - Epoch [47][3080/3757] lr: 1.000e-02, eta: 1 day, 18:10:09, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5930, top5_acc: 0.7945, loss_cls: 1.7753, loss: 1.7753, grad_norm: 5.3864 2021-02-05 15:00:28,197 - mmaction - INFO - Epoch [47][3100/3757] lr: 1.000e-02, eta: 1 day, 18:09:40, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7836, loss_cls: 1.8083, loss: 1.8083, grad_norm: 5.4022 2021-02-05 15:00:37,077 - mmaction - INFO - Epoch [47][3120/3757] lr: 1.000e-02, eta: 1 day, 18:09:11, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7914, loss_cls: 1.8633, loss: 1.8633, grad_norm: 5.3365 2021-02-05 15:00:46,020 - mmaction - INFO - Epoch [47][3140/3757] lr: 1.000e-02, eta: 1 day, 18:08:43, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8039, loss_cls: 1.7434, loss: 1.7434, grad_norm: 5.2749 2021-02-05 15:00:54,963 - mmaction - INFO - Epoch [47][3160/3757] lr: 1.000e-02, eta: 1 day, 18:08:14, time: 0.447, data_time: 0.002, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7961, loss_cls: 1.7379, loss: 1.7379, grad_norm: 5.3281 2021-02-05 15:01:03,914 - mmaction - INFO - Epoch [47][3180/3757] lr: 1.000e-02, eta: 1 day, 18:07:46, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8078, loss_cls: 1.7865, loss: 1.7865, grad_norm: 5.5444 2021-02-05 15:01:12,927 - mmaction - INFO - Epoch [47][3200/3757] lr: 1.000e-02, eta: 1 day, 18:07:17, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.5516, top5_acc: 0.7633, loss_cls: 1.9167, loss: 1.9167, grad_norm: 5.5775 2021-02-05 15:01:21,868 - mmaction - INFO - Epoch [47][3220/3757] lr: 1.000e-02, eta: 1 day, 18:06:49, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7977, loss_cls: 1.7952, loss: 1.7952, grad_norm: 5.2508 2021-02-05 15:01:30,772 - mmaction - INFO - Epoch [47][3240/3757] lr: 1.000e-02, eta: 1 day, 18:06:20, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8070, loss_cls: 1.7095, loss: 1.7095, grad_norm: 5.5441 2021-02-05 15:01:39,751 - mmaction - INFO - Epoch [47][3260/3757] lr: 1.000e-02, eta: 1 day, 18:05:52, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7734, loss_cls: 1.8805, loss: 1.8805, grad_norm: 5.6052 2021-02-05 15:01:48,619 - mmaction - INFO - Epoch [47][3280/3757] lr: 1.000e-02, eta: 1 day, 18:05:23, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8039, loss_cls: 1.7804, loss: 1.7804, grad_norm: 5.4434 2021-02-05 15:01:57,482 - mmaction - INFO - Epoch [47][3300/3757] lr: 1.000e-02, eta: 1 day, 18:04:54, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.6709, loss: 1.6709, grad_norm: 5.4292 2021-02-05 15:02:06,433 - mmaction - INFO - Epoch [47][3320/3757] lr: 1.000e-02, eta: 1 day, 18:04:26, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8070, loss_cls: 1.7326, loss: 1.7326, grad_norm: 5.4324 2021-02-05 15:02:15,370 - mmaction - INFO - Epoch [47][3340/3757] lr: 1.000e-02, eta: 1 day, 18:03:57, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8047, loss_cls: 1.7220, loss: 1.7220, grad_norm: 5.2580 2021-02-05 15:02:24,184 - mmaction - INFO - Epoch [47][3360/3757] lr: 1.000e-02, eta: 1 day, 18:03:28, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8094, loss_cls: 1.7668, loss: 1.7668, grad_norm: 5.5226 2021-02-05 15:02:33,086 - mmaction - INFO - Epoch [47][3380/3757] lr: 1.000e-02, eta: 1 day, 18:03:00, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7984, loss_cls: 1.7439, loss: 1.7439, grad_norm: 5.6045 2021-02-05 15:02:42,030 - mmaction - INFO - Epoch [47][3400/3757] lr: 1.000e-02, eta: 1 day, 18:02:31, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8109, loss_cls: 1.7275, loss: 1.7275, grad_norm: 5.2560 2021-02-05 15:02:50,928 - mmaction - INFO - Epoch [47][3420/3757] lr: 1.000e-02, eta: 1 day, 18:02:03, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7961, loss_cls: 1.7726, loss: 1.7726, grad_norm: 5.5098 2021-02-05 15:02:59,766 - mmaction - INFO - Epoch [47][3440/3757] lr: 1.000e-02, eta: 1 day, 18:01:34, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8273, loss_cls: 1.7071, loss: 1.7071, grad_norm: 5.5563 2021-02-05 15:03:08,681 - mmaction - INFO - Epoch [47][3460/3757] lr: 1.000e-02, eta: 1 day, 18:01:06, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7789, loss_cls: 1.8876, loss: 1.8876, grad_norm: 5.6844 2021-02-05 15:03:17,647 - mmaction - INFO - Epoch [47][3480/3757] lr: 1.000e-02, eta: 1 day, 18:00:37, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8180, loss_cls: 1.6892, loss: 1.6892, grad_norm: 5.4081 2021-02-05 15:03:26,616 - mmaction - INFO - Epoch [47][3500/3757] lr: 1.000e-02, eta: 1 day, 18:00:09, time: 0.448, data_time: 0.002, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7852, loss_cls: 1.8275, loss: 1.8275, grad_norm: 5.6316 2021-02-05 15:03:35,585 - mmaction - INFO - Epoch [47][3520/3757] lr: 1.000e-02, eta: 1 day, 17:59:41, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8219, loss_cls: 1.6980, loss: 1.6980, grad_norm: 5.3910 2021-02-05 15:03:44,485 - mmaction - INFO - Epoch [47][3540/3757] lr: 1.000e-02, eta: 1 day, 17:59:12, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7844, loss_cls: 1.8448, loss: 1.8448, grad_norm: 5.4180 2021-02-05 15:03:53,439 - mmaction - INFO - Epoch [47][3560/3757] lr: 1.000e-02, eta: 1 day, 17:58:44, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8094, loss_cls: 1.7888, loss: 1.7888, grad_norm: 5.3625 2021-02-05 15:04:02,308 - mmaction - INFO - Epoch [47][3580/3757] lr: 1.000e-02, eta: 1 day, 17:58:15, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8273, loss_cls: 1.6501, loss: 1.6501, grad_norm: 5.4287 2021-02-05 15:04:11,261 - mmaction - INFO - Epoch [47][3600/3757] lr: 1.000e-02, eta: 1 day, 17:57:47, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7906, loss_cls: 1.8381, loss: 1.8381, grad_norm: 5.5382 2021-02-05 15:04:20,193 - mmaction - INFO - Epoch [47][3620/3757] lr: 1.000e-02, eta: 1 day, 17:57:18, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5992, top5_acc: 0.8203, loss_cls: 1.6742, loss: 1.6742, grad_norm: 5.4494 2021-02-05 15:04:29,053 - mmaction - INFO - Epoch [47][3640/3757] lr: 1.000e-02, eta: 1 day, 17:56:50, time: 0.444, data_time: 0.002, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8102, loss_cls: 1.7533, loss: 1.7533, grad_norm: 5.4683 2021-02-05 15:04:38,057 - mmaction - INFO - Epoch [47][3660/3757] lr: 1.000e-02, eta: 1 day, 17:56:22, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7930, loss_cls: 1.7837, loss: 1.7837, grad_norm: 5.5066 2021-02-05 15:04:46,944 - mmaction - INFO - Epoch [47][3680/3757] lr: 1.000e-02, eta: 1 day, 17:55:53, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8039, loss_cls: 1.7485, loss: 1.7485, grad_norm: 5.4616 2021-02-05 15:04:55,840 - mmaction - INFO - Epoch [47][3700/3757] lr: 1.000e-02, eta: 1 day, 17:55:25, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8109, loss_cls: 1.7482, loss: 1.7482, grad_norm: 5.5266 2021-02-05 15:05:04,683 - mmaction - INFO - Epoch [47][3720/3757] lr: 1.000e-02, eta: 1 day, 17:54:56, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8000, loss_cls: 1.7805, loss: 1.7805, grad_norm: 5.3933 2021-02-05 15:05:13,531 - mmaction - INFO - Epoch [47][3740/3757] lr: 1.000e-02, eta: 1 day, 17:54:28, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7945, loss_cls: 1.8532, loss: 1.8532, grad_norm: 5.5093 2021-02-05 15:05:32,410 - mmaction - INFO - Saving checkpoint at 47 epochs 2021-02-05 15:06:40,917 - mmaction - INFO - Epoch [48][20/3757] lr: 1.000e-02, eta: 1 day, 17:55:23, time: 3.373, data_time: 2.928, memory: 7141, top1_acc: 0.6250, top5_acc: 0.8063, loss_cls: 1.6626, loss: 1.6626, grad_norm: 5.3035 2021-02-05 15:06:49,781 - mmaction - INFO - Epoch [48][40/3757] lr: 1.000e-02, eta: 1 day, 17:54:55, time: 0.443, data_time: 0.003, memory: 7141, top1_acc: 0.6070, top5_acc: 0.8125, loss_cls: 1.6763, loss: 1.6763, grad_norm: 5.3706 2021-02-05 15:06:58,554 - mmaction - INFO - Epoch [48][60/3757] lr: 1.000e-02, eta: 1 day, 17:54:26, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6023, top5_acc: 0.8211, loss_cls: 1.6548, loss: 1.6548, grad_norm: 5.3602 2021-02-05 15:07:07,372 - mmaction - INFO - Epoch [48][80/3757] lr: 1.000e-02, eta: 1 day, 17:53:57, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8039, loss_cls: 1.7251, loss: 1.7251, grad_norm: 5.5075 2021-02-05 15:07:16,222 - mmaction - INFO - Epoch [48][100/3757] lr: 1.000e-02, eta: 1 day, 17:53:29, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7961, loss_cls: 1.7540, loss: 1.7540, grad_norm: 5.4196 2021-02-05 15:07:25,108 - mmaction - INFO - Epoch [48][120/3757] lr: 1.000e-02, eta: 1 day, 17:53:00, time: 0.445, data_time: 0.002, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8195, loss_cls: 1.6644, loss: 1.6644, grad_norm: 5.4861 2021-02-05 15:07:33,908 - mmaction - INFO - Epoch [48][140/3757] lr: 1.000e-02, eta: 1 day, 17:52:32, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.7041, loss: 1.7041, grad_norm: 5.5169 2021-02-05 15:07:42,784 - mmaction - INFO - Epoch [48][160/3757] lr: 1.000e-02, eta: 1 day, 17:52:03, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7922, loss_cls: 1.8267, loss: 1.8267, grad_norm: 5.5455 2021-02-05 15:07:51,657 - mmaction - INFO - Epoch [48][180/3757] lr: 1.000e-02, eta: 1 day, 17:51:35, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5711, top5_acc: 0.8102, loss_cls: 1.7316, loss: 1.7316, grad_norm: 5.5461 2021-02-05 15:08:00,550 - mmaction - INFO - Epoch [48][200/3757] lr: 1.000e-02, eta: 1 day, 17:51:07, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5992, top5_acc: 0.8227, loss_cls: 1.6409, loss: 1.6409, grad_norm: 5.1880 2021-02-05 15:08:09,473 - mmaction - INFO - Epoch [48][220/3757] lr: 1.000e-02, eta: 1 day, 17:50:38, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6148, top5_acc: 0.8375, loss_cls: 1.6044, loss: 1.6044, grad_norm: 5.5268 2021-02-05 15:08:18,384 - mmaction - INFO - Epoch [48][240/3757] lr: 1.000e-02, eta: 1 day, 17:50:10, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8125, loss_cls: 1.6737, loss: 1.6737, grad_norm: 5.5948 2021-02-05 15:08:27,290 - mmaction - INFO - Epoch [48][260/3757] lr: 1.000e-02, eta: 1 day, 17:49:42, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8039, loss_cls: 1.7539, loss: 1.7539, grad_norm: 5.5546 2021-02-05 15:08:36,322 - mmaction - INFO - Epoch [48][280/3757] lr: 1.000e-02, eta: 1 day, 17:49:14, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8156, loss_cls: 1.6910, loss: 1.6910, grad_norm: 5.4669 2021-02-05 15:08:45,229 - mmaction - INFO - Epoch [48][300/3757] lr: 1.000e-02, eta: 1 day, 17:48:45, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.7977, loss_cls: 1.7566, loss: 1.7566, grad_norm: 5.4340 2021-02-05 15:08:54,135 - mmaction - INFO - Epoch [48][320/3757] lr: 1.000e-02, eta: 1 day, 17:48:17, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8039, loss_cls: 1.7697, loss: 1.7697, grad_norm: 5.3767 2021-02-05 15:09:03,042 - mmaction - INFO - Epoch [48][340/3757] lr: 1.000e-02, eta: 1 day, 17:47:49, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6133, top5_acc: 0.8266, loss_cls: 1.6276, loss: 1.6276, grad_norm: 5.3573 2021-02-05 15:09:11,926 - mmaction - INFO - Epoch [48][360/3757] lr: 1.000e-02, eta: 1 day, 17:47:20, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8141, loss_cls: 1.7352, loss: 1.7352, grad_norm: 5.4956 2021-02-05 15:09:20,854 - mmaction - INFO - Epoch [48][380/3757] lr: 1.000e-02, eta: 1 day, 17:46:52, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8148, loss_cls: 1.7303, loss: 1.7303, grad_norm: 5.3392 2021-02-05 15:09:29,783 - mmaction - INFO - Epoch [48][400/3757] lr: 1.000e-02, eta: 1 day, 17:46:24, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5992, top5_acc: 0.8187, loss_cls: 1.6417, loss: 1.6417, grad_norm: 5.6587 2021-02-05 15:09:38,745 - mmaction - INFO - Epoch [48][420/3757] lr: 1.000e-02, eta: 1 day, 17:45:56, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8133, loss_cls: 1.7458, loss: 1.7458, grad_norm: 5.6878 2021-02-05 15:09:47,631 - mmaction - INFO - Epoch [48][440/3757] lr: 1.000e-02, eta: 1 day, 17:45:28, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.7953, loss_cls: 1.7704, loss: 1.7704, grad_norm: 5.4245 2021-02-05 15:09:56,531 - mmaction - INFO - Epoch [48][460/3757] lr: 1.000e-02, eta: 1 day, 17:44:59, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8078, loss_cls: 1.7939, loss: 1.7939, grad_norm: 5.5892 2021-02-05 15:10:05,476 - mmaction - INFO - Epoch [48][480/3757] lr: 1.000e-02, eta: 1 day, 17:44:31, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8234, loss_cls: 1.6973, loss: 1.6973, grad_norm: 5.5395 2021-02-05 15:10:14,423 - mmaction - INFO - Epoch [48][500/3757] lr: 1.000e-02, eta: 1 day, 17:44:03, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8016, loss_cls: 1.7764, loss: 1.7764, grad_norm: 5.3732 2021-02-05 15:10:23,396 - mmaction - INFO - Epoch [48][520/3757] lr: 1.000e-02, eta: 1 day, 17:43:35, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7961, loss_cls: 1.8196, loss: 1.8196, grad_norm: 5.4866 2021-02-05 15:10:32,307 - mmaction - INFO - Epoch [48][540/3757] lr: 1.000e-02, eta: 1 day, 17:43:07, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8187, loss_cls: 1.6877, loss: 1.6877, grad_norm: 5.4679 2021-02-05 15:10:41,311 - mmaction - INFO - Epoch [48][560/3757] lr: 1.000e-02, eta: 1 day, 17:42:39, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.6102, top5_acc: 0.8289, loss_cls: 1.6056, loss: 1.6056, grad_norm: 5.3089 2021-02-05 15:10:50,223 - mmaction - INFO - Epoch [48][580/3757] lr: 1.000e-02, eta: 1 day, 17:42:11, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8172, loss_cls: 1.7235, loss: 1.7235, grad_norm: 5.3213 2021-02-05 15:10:59,151 - mmaction - INFO - Epoch [48][600/3757] lr: 1.000e-02, eta: 1 day, 17:41:42, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8117, loss_cls: 1.7439, loss: 1.7439, grad_norm: 5.4510 2021-02-05 15:11:08,036 - mmaction - INFO - Epoch [48][620/3757] lr: 1.000e-02, eta: 1 day, 17:41:14, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8070, loss_cls: 1.7129, loss: 1.7129, grad_norm: 5.5181 2021-02-05 15:11:16,950 - mmaction - INFO - Epoch [48][640/3757] lr: 1.000e-02, eta: 1 day, 17:40:46, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8055, loss_cls: 1.7857, loss: 1.7857, grad_norm: 5.6495 2021-02-05 15:11:25,837 - mmaction - INFO - Epoch [48][660/3757] lr: 1.000e-02, eta: 1 day, 17:40:18, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6188, top5_acc: 0.8203, loss_cls: 1.6202, loss: 1.6202, grad_norm: 5.1695 2021-02-05 15:11:34,748 - mmaction - INFO - Epoch [48][680/3757] lr: 1.000e-02, eta: 1 day, 17:39:50, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6016, top5_acc: 0.7984, loss_cls: 1.7187, loss: 1.7187, grad_norm: 5.3677 2021-02-05 15:11:43,679 - mmaction - INFO - Epoch [48][700/3757] lr: 1.000e-02, eta: 1 day, 17:39:22, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8086, loss_cls: 1.7229, loss: 1.7229, grad_norm: 5.4707 2021-02-05 15:12:22,068 - mmaction - INFO - Epoch [48][720/3757] lr: 1.000e-02, eta: 1 day, 17:39:55, time: 1.920, data_time: 0.001, memory: 7141, top1_acc: 0.6133, top5_acc: 0.8297, loss_cls: 1.6189, loss: 1.6189, grad_norm: 5.3869 2021-02-05 15:13:32,932 - mmaction - INFO - Epoch [48][740/3757] lr: 1.000e-02, eta: 1 day, 17:41:37, time: 3.543, data_time: 0.916, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7852, loss_cls: 1.8014, loss: 1.8014, grad_norm: 5.5026 2021-02-05 15:13:48,858 - mmaction - INFO - Epoch [48][760/3757] lr: 1.000e-02, eta: 1 day, 17:41:24, time: 0.796, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8219, loss_cls: 1.6748, loss: 1.6748, grad_norm: 5.2326 2021-02-05 15:14:17,177 - mmaction - INFO - Epoch [48][780/3757] lr: 1.000e-02, eta: 1 day, 17:41:36, time: 1.415, data_time: 0.000, memory: 7141, top1_acc: 0.6219, top5_acc: 0.8078, loss_cls: 1.6633, loss: 1.6633, grad_norm: 5.3704 2021-02-05 15:14:25,982 - mmaction - INFO - Epoch [48][800/3757] lr: 1.000e-02, eta: 1 day, 17:41:08, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7945, loss_cls: 1.8036, loss: 1.8036, grad_norm: 5.5399 2021-02-05 15:15:03,015 - mmaction - INFO - Epoch [48][820/3757] lr: 1.000e-02, eta: 1 day, 17:41:38, time: 1.853, data_time: 0.001, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8070, loss_cls: 1.7453, loss: 1.7453, grad_norm: 5.3418 2021-02-05 15:15:19,499 - mmaction - INFO - Epoch [48][840/3757] lr: 1.000e-02, eta: 1 day, 17:41:26, time: 0.824, data_time: 0.001, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8023, loss_cls: 1.7635, loss: 1.7635, grad_norm: 5.4437 2021-02-05 15:15:28,354 - mmaction - INFO - Epoch [48][860/3757] lr: 1.000e-02, eta: 1 day, 17:40:58, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.7747, loss: 1.7747, grad_norm: 5.4821 2021-02-05 15:16:00,420 - mmaction - INFO - Epoch [48][880/3757] lr: 1.000e-02, eta: 1 day, 17:41:18, time: 1.603, data_time: 1.157, memory: 7141, top1_acc: 0.6055, top5_acc: 0.7969, loss_cls: 1.7496, loss: 1.7496, grad_norm: 5.3614 2021-02-05 15:16:09,221 - mmaction - INFO - Epoch [48][900/3757] lr: 1.000e-02, eta: 1 day, 17:40:50, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.8327, loss: 1.8327, grad_norm: 5.5404 2021-02-05 15:16:27,740 - mmaction - INFO - Epoch [48][920/3757] lr: 1.000e-02, eta: 1 day, 17:40:42, time: 0.925, data_time: 0.000, memory: 7141, top1_acc: 0.6039, top5_acc: 0.8227, loss_cls: 1.6530, loss: 1.6530, grad_norm: 5.6900 2021-02-05 15:16:36,571 - mmaction - INFO - Epoch [48][940/3757] lr: 1.000e-02, eta: 1 day, 17:40:13, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8164, loss_cls: 1.7244, loss: 1.7244, grad_norm: 5.5254 2021-02-05 15:16:45,440 - mmaction - INFO - Epoch [48][960/3757] lr: 1.000e-02, eta: 1 day, 17:39:45, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8016, loss_cls: 1.7549, loss: 1.7549, grad_norm: 5.5563 2021-02-05 15:16:54,288 - mmaction - INFO - Epoch [48][980/3757] lr: 1.000e-02, eta: 1 day, 17:39:17, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.8031, loss_cls: 1.8069, loss: 1.8069, grad_norm: 5.5276 2021-02-05 15:17:03,181 - mmaction - INFO - Epoch [48][1000/3757] lr: 1.000e-02, eta: 1 day, 17:38:49, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.7945, loss_cls: 1.8126, loss: 1.8126, grad_norm: 5.4280 2021-02-05 15:18:04,243 - mmaction - INFO - Epoch [48][1020/3757] lr: 1.000e-02, eta: 1 day, 17:40:09, time: 3.053, data_time: 1.100, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8164, loss_cls: 1.7240, loss: 1.7240, grad_norm: 5.4220 2021-02-05 15:19:15,954 - mmaction - INFO - Epoch [48][1040/3757] lr: 1.000e-02, eta: 1 day, 17:41:52, time: 3.586, data_time: 1.663, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7961, loss_cls: 1.8186, loss: 1.8186, grad_norm: 5.4460 2021-02-05 15:20:38,238 - mmaction - INFO - Epoch [48][1060/3757] lr: 1.000e-02, eta: 1 day, 17:43:57, time: 4.114, data_time: 1.245, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8023, loss_cls: 1.7040, loss: 1.7040, grad_norm: 5.2732 2021-02-05 15:22:10,615 - mmaction - INFO - Epoch [48][1080/3757] lr: 1.000e-02, eta: 1 day, 17:46:23, time: 4.618, data_time: 0.001, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8000, loss_cls: 1.7346, loss: 1.7346, grad_norm: 5.3258 2021-02-05 15:23:40,790 - mmaction - INFO - Epoch [48][1100/3757] lr: 1.000e-02, eta: 1 day, 17:48:44, time: 4.510, data_time: 0.002, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8148, loss_cls: 1.7386, loss: 1.7386, grad_norm: 5.3379 2021-02-05 15:25:06,317 - mmaction - INFO - Epoch [48][1120/3757] lr: 1.000e-02, eta: 1 day, 17:50:55, time: 4.276, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8203, loss_cls: 1.7098, loss: 1.7098, grad_norm: 5.5104 2021-02-05 15:26:10,459 - mmaction - INFO - Epoch [48][1140/3757] lr: 1.000e-02, eta: 1 day, 17:52:22, time: 3.208, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.7969, loss_cls: 1.7764, loss: 1.7764, grad_norm: 5.2916 2021-02-05 15:27:21,669 - mmaction - INFO - Epoch [48][1160/3757] lr: 1.000e-02, eta: 1 day, 17:54:03, time: 3.560, data_time: 1.062, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7977, loss_cls: 1.7691, loss: 1.7691, grad_norm: 5.2721 2021-02-05 15:28:31,040 - mmaction - INFO - Epoch [48][1180/3757] lr: 1.000e-02, eta: 1 day, 17:55:40, time: 3.469, data_time: 0.001, memory: 7141, top1_acc: 0.5992, top5_acc: 0.8328, loss_cls: 1.5933, loss: 1.5933, grad_norm: 5.1434 2021-02-05 15:30:15,704 - mmaction - INFO - Epoch [48][1200/3757] lr: 1.000e-02, eta: 1 day, 17:58:31, time: 5.233, data_time: 2.614, memory: 7141, top1_acc: 0.5945, top5_acc: 0.7992, loss_cls: 1.7391, loss: 1.7391, grad_norm: 5.4140 2021-02-05 15:31:10,249 - mmaction - INFO - Epoch [48][1220/3757] lr: 1.000e-02, eta: 1 day, 17:59:38, time: 2.727, data_time: 2.284, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8039, loss_cls: 1.7678, loss: 1.7678, grad_norm: 5.4951 2021-02-05 15:33:01,653 - mmaction - INFO - Epoch [48][1240/3757] lr: 1.000e-02, eta: 1 day, 18:02:42, time: 5.570, data_time: 2.054, memory: 7141, top1_acc: 0.6133, top5_acc: 0.8219, loss_cls: 1.6724, loss: 1.6724, grad_norm: 5.3704 2021-02-05 15:33:43,142 - mmaction - INFO - Epoch [48][1260/3757] lr: 1.000e-02, eta: 1 day, 18:03:21, time: 2.074, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8031, loss_cls: 1.7088, loss: 1.7088, grad_norm: 5.4066 2021-02-05 15:35:30,509 - mmaction - INFO - Epoch [48][1280/3757] lr: 1.000e-02, eta: 1 day, 18:06:17, time: 5.369, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8242, loss_cls: 1.6608, loss: 1.6608, grad_norm: 5.4975 2021-02-05 15:36:40,422 - mmaction - INFO - Epoch [48][1300/3757] lr: 1.000e-02, eta: 1 day, 18:07:56, time: 3.496, data_time: 0.002, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7945, loss_cls: 1.8395, loss: 1.8395, grad_norm: 5.4485 2021-02-05 15:38:34,896 - mmaction - INFO - Epoch [48][1320/3757] lr: 1.000e-02, eta: 1 day, 18:11:06, time: 5.724, data_time: 0.001, memory: 7141, top1_acc: 0.6180, top5_acc: 0.8187, loss_cls: 1.6435, loss: 1.6435, grad_norm: 5.2356 2021-02-05 15:40:04,613 - mmaction - INFO - Epoch [48][1340/3757] lr: 1.000e-02, eta: 1 day, 18:13:25, time: 4.485, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7992, loss_cls: 1.7453, loss: 1.7453, grad_norm: 5.5669 2021-02-05 15:41:15,370 - mmaction - INFO - Epoch [48][1360/3757] lr: 1.000e-02, eta: 1 day, 18:15:05, time: 3.538, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7992, loss_cls: 1.7962, loss: 1.7962, grad_norm: 5.5133 2021-02-05 15:42:15,711 - mmaction - INFO - Epoch [48][1380/3757] lr: 1.000e-02, eta: 1 day, 18:16:23, time: 3.017, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7977, loss_cls: 1.8086, loss: 1.8086, grad_norm: 5.5720 2021-02-05 15:43:29,233 - mmaction - INFO - Epoch [48][1400/3757] lr: 1.000e-02, eta: 1 day, 18:18:08, time: 3.676, data_time: 0.000, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.8009, loss: 1.8009, grad_norm: 5.4071 2021-02-05 15:45:29,442 - mmaction - INFO - Epoch [48][1420/3757] lr: 1.000e-02, eta: 1 day, 18:21:30, time: 6.010, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7945, loss_cls: 1.7540, loss: 1.7540, grad_norm: 5.4786 2021-02-05 15:46:26,401 - mmaction - INFO - Epoch [48][1440/3757] lr: 1.000e-02, eta: 1 day, 18:22:40, time: 2.847, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7707, loss: 1.7707, grad_norm: 5.5164 2021-02-05 15:47:58,838 - mmaction - INFO - Epoch [48][1460/3757] lr: 1.000e-02, eta: 1 day, 18:25:04, time: 4.623, data_time: 0.002, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7883, loss_cls: 1.8293, loss: 1.8293, grad_norm: 5.5947 2021-02-05 15:49:15,922 - mmaction - INFO - Epoch [48][1480/3757] lr: 1.000e-02, eta: 1 day, 18:26:57, time: 3.854, data_time: 0.002, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8117, loss_cls: 1.7048, loss: 1.7048, grad_norm: 5.4026 2021-02-05 15:50:17,523 - mmaction - INFO - Epoch [48][1500/3757] lr: 1.000e-02, eta: 1 day, 18:28:17, time: 3.080, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7922, loss_cls: 1.7975, loss: 1.7975, grad_norm: 5.5643 2021-02-05 15:51:50,878 - mmaction - INFO - Epoch [48][1520/3757] lr: 1.000e-02, eta: 1 day, 18:30:43, time: 4.667, data_time: 0.005, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8039, loss_cls: 1.7706, loss: 1.7706, grad_norm: 5.4918 2021-02-05 15:52:51,181 - mmaction - INFO - Epoch [48][1540/3757] lr: 1.000e-02, eta: 1 day, 18:32:00, time: 3.016, data_time: 0.006, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8070, loss_cls: 1.7031, loss: 1.7031, grad_norm: 5.3920 2021-02-05 15:54:42,340 - mmaction - INFO - Epoch [48][1560/3757] lr: 1.000e-02, eta: 1 day, 18:35:02, time: 5.557, data_time: 0.002, memory: 7141, top1_acc: 0.6250, top5_acc: 0.8203, loss_cls: 1.6402, loss: 1.6402, grad_norm: 5.2770 2021-02-05 15:55:56,061 - mmaction - INFO - Epoch [48][1580/3757] lr: 1.000e-02, eta: 1 day, 18:36:47, time: 3.687, data_time: 0.008, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8047, loss_cls: 1.7200, loss: 1.7200, grad_norm: 5.2964 2021-02-05 15:58:07,081 - mmaction - INFO - Epoch [48][1600/3757] lr: 1.000e-02, eta: 1 day, 18:40:30, time: 6.551, data_time: 0.002, memory: 7141, top1_acc: 0.6156, top5_acc: 0.8242, loss_cls: 1.6220, loss: 1.6220, grad_norm: 5.2255 2021-02-05 15:59:41,023 - mmaction - INFO - Epoch [48][1620/3757] lr: 1.000e-02, eta: 1 day, 18:42:57, time: 4.697, data_time: 1.034, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8063, loss_cls: 1.7754, loss: 1.7754, grad_norm: 5.5401 2021-02-05 16:00:56,447 - mmaction - INFO - Epoch [48][1640/3757] lr: 1.000e-02, eta: 1 day, 18:44:45, time: 3.772, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7727, loss_cls: 1.8035, loss: 1.8035, grad_norm: 5.3589 2021-02-05 16:01:48,133 - mmaction - INFO - Epoch [48][1660/3757] lr: 1.000e-02, eta: 1 day, 18:45:44, time: 2.584, data_time: 0.002, memory: 7141, top1_acc: 0.5813, top5_acc: 0.7992, loss_cls: 1.7588, loss: 1.7588, grad_norm: 5.2351 2021-02-05 16:03:05,466 - mmaction - INFO - Epoch [48][1680/3757] lr: 1.000e-02, eta: 1 day, 18:47:36, time: 3.867, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8219, loss_cls: 1.7121, loss: 1.7121, grad_norm: 5.5380 2021-02-05 16:03:59,756 - mmaction - INFO - Epoch [48][1700/3757] lr: 1.000e-02, eta: 1 day, 18:48:40, time: 2.714, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8195, loss_cls: 1.6736, loss: 1.6736, grad_norm: 5.5594 2021-02-05 16:05:13,744 - mmaction - INFO - Epoch [48][1720/3757] lr: 1.000e-02, eta: 1 day, 18:50:25, time: 3.700, data_time: 0.758, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8133, loss_cls: 1.7255, loss: 1.7255, grad_norm: 5.5478 2021-02-05 16:06:21,897 - mmaction - INFO - Epoch [48][1740/3757] lr: 1.000e-02, eta: 1 day, 18:51:58, time: 3.407, data_time: 0.000, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8148, loss_cls: 1.7104, loss: 1.7104, grad_norm: 5.2171 2021-02-05 16:07:21,621 - mmaction - INFO - Epoch [48][1760/3757] lr: 1.000e-02, eta: 1 day, 18:53:13, time: 2.986, data_time: 1.277, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8172, loss_cls: 1.7324, loss: 1.7324, grad_norm: 5.3112 2021-02-05 16:08:24,486 - mmaction - INFO - Epoch [48][1780/3757] lr: 1.000e-02, eta: 1 day, 18:54:35, time: 3.143, data_time: 2.697, memory: 7141, top1_acc: 0.5992, top5_acc: 0.8086, loss_cls: 1.7524, loss: 1.7524, grad_norm: 5.2039 2021-02-05 16:10:15,108 - mmaction - INFO - Epoch [48][1800/3757] lr: 1.000e-02, eta: 1 day, 18:57:35, time: 5.531, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8148, loss_cls: 1.6998, loss: 1.6998, grad_norm: 5.2551 2021-02-05 16:12:02,797 - mmaction - INFO - Epoch [48][1820/3757] lr: 1.000e-02, eta: 1 day, 19:00:29, time: 5.384, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7961, loss_cls: 1.7702, loss: 1.7702, grad_norm: 5.4197 2021-02-05 16:12:55,205 - mmaction - INFO - Epoch [48][1840/3757] lr: 1.000e-02, eta: 1 day, 19:01:29, time: 2.621, data_time: 0.409, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7844, loss_cls: 1.8302, loss: 1.8302, grad_norm: 5.4041 2021-02-05 16:13:58,859 - mmaction - INFO - Epoch [48][1860/3757] lr: 1.000e-02, eta: 1 day, 19:02:52, time: 3.183, data_time: 1.342, memory: 7141, top1_acc: 0.6141, top5_acc: 0.8227, loss_cls: 1.6213, loss: 1.6213, grad_norm: 5.3055 2021-02-05 16:14:59,174 - mmaction - INFO - Epoch [48][1880/3757] lr: 1.000e-02, eta: 1 day, 19:04:08, time: 3.016, data_time: 1.115, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8094, loss_cls: 1.6897, loss: 1.6897, grad_norm: 5.3849 2021-02-05 16:16:42,952 - mmaction - INFO - Epoch [48][1900/3757] lr: 1.000e-02, eta: 1 day, 19:06:53, time: 5.189, data_time: 2.585, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8039, loss_cls: 1.7684, loss: 1.7684, grad_norm: 5.4410 2021-02-05 16:18:17,396 - mmaction - INFO - Epoch [48][1920/3757] lr: 1.000e-02, eta: 1 day, 19:09:20, time: 4.722, data_time: 3.087, memory: 7141, top1_acc: 0.5539, top5_acc: 0.7898, loss_cls: 1.8483, loss: 1.8483, grad_norm: 5.5878 2021-02-05 16:19:37,022 - mmaction - INFO - Epoch [48][1940/3757] lr: 1.000e-02, eta: 1 day, 19:11:15, time: 3.981, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7396, loss: 1.7396, grad_norm: 5.4084 2021-02-05 16:21:30,396 - mmaction - INFO - Epoch [48][1960/3757] lr: 1.000e-02, eta: 1 day, 19:14:20, time: 5.669, data_time: 0.001, memory: 7141, top1_acc: 0.6000, top5_acc: 0.8016, loss_cls: 1.7125, loss: 1.7125, grad_norm: 5.3275 2021-02-05 16:23:23,509 - mmaction - INFO - Epoch [48][1980/3757] lr: 1.000e-02, eta: 1 day, 19:17:24, time: 5.656, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8219, loss_cls: 1.7317, loss: 1.7317, grad_norm: 5.5610 2021-02-05 16:24:09,006 - mmaction - INFO - Epoch [48][2000/3757] lr: 1.000e-02, eta: 1 day, 19:18:10, time: 2.275, data_time: 1.552, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8164, loss_cls: 1.7186, loss: 1.7186, grad_norm: 5.5466 2021-02-05 16:25:10,447 - mmaction - INFO - Epoch [48][2020/3757] lr: 1.000e-02, eta: 1 day, 19:19:27, time: 3.072, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.7819, loss: 1.7819, grad_norm: 5.6485 2021-02-05 16:25:19,227 - mmaction - INFO - Epoch [48][2040/3757] lr: 1.000e-02, eta: 1 day, 19:18:57, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8133, loss_cls: 1.7239, loss: 1.7239, grad_norm: 5.6269 2021-02-05 16:25:31,252 - mmaction - INFO - Epoch [48][2060/3757] lr: 1.000e-02, eta: 1 day, 19:18:34, time: 0.600, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7945, loss_cls: 1.8158, loss: 1.8158, grad_norm: 5.6180 2021-02-05 16:27:13,399 - mmaction - INFO - Epoch [48][2080/3757] lr: 1.000e-02, eta: 1 day, 19:21:15, time: 5.109, data_time: 0.957, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7898, loss_cls: 1.8304, loss: 1.8304, grad_norm: 5.4718 2021-02-05 16:28:46,086 - mmaction - INFO - Epoch [48][2100/3757] lr: 1.000e-02, eta: 1 day, 19:23:37, time: 4.635, data_time: 0.001, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8102, loss_cls: 1.6892, loss: 1.6892, grad_norm: 5.3969 2021-02-05 16:30:32,332 - mmaction - INFO - Epoch [48][2120/3757] lr: 1.000e-02, eta: 1 day, 19:26:26, time: 5.312, data_time: 0.000, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8039, loss_cls: 1.7966, loss: 1.7966, grad_norm: 5.7177 2021-02-05 16:31:25,612 - mmaction - INFO - Epoch [48][2140/3757] lr: 1.000e-02, eta: 1 day, 19:27:27, time: 2.664, data_time: 0.619, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8281, loss_cls: 1.6453, loss: 1.6453, grad_norm: 5.3191 2021-02-05 16:32:09,806 - mmaction - INFO - Epoch [48][2160/3757] lr: 1.000e-02, eta: 1 day, 19:28:09, time: 2.210, data_time: 0.000, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8016, loss_cls: 1.7263, loss: 1.7263, grad_norm: 5.2756 2021-02-05 16:33:47,729 - mmaction - INFO - Epoch [48][2180/3757] lr: 1.000e-02, eta: 1 day, 19:30:41, time: 4.896, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8055, loss_cls: 1.7485, loss: 1.7485, grad_norm: 5.3351 2021-02-05 16:35:01,126 - mmaction - INFO - Epoch [48][2200/3757] lr: 1.000e-02, eta: 1 day, 19:32:23, time: 3.670, data_time: 0.001, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8086, loss_cls: 1.6876, loss: 1.6876, grad_norm: 5.4591 2021-02-05 16:35:57,094 - mmaction - INFO - Epoch [48][2220/3757] lr: 1.000e-02, eta: 1 day, 19:33:29, time: 2.798, data_time: 0.120, memory: 7141, top1_acc: 0.5492, top5_acc: 0.7891, loss_cls: 1.8477, loss: 1.8477, grad_norm: 5.6835 2021-02-05 16:37:39,608 - mmaction - INFO - Epoch [48][2240/3757] lr: 1.000e-02, eta: 1 day, 19:36:11, time: 5.126, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7742, loss_cls: 1.8750, loss: 1.8750, grad_norm: 5.4357 2021-02-05 16:38:41,531 - mmaction - INFO - Epoch [48][2260/3757] lr: 1.000e-02, eta: 1 day, 19:37:29, time: 3.097, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8125, loss_cls: 1.7597, loss: 1.7597, grad_norm: 5.4130 2021-02-05 16:39:37,685 - mmaction - INFO - Epoch [48][2280/3757] lr: 1.000e-02, eta: 1 day, 19:38:35, time: 2.807, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7961, loss_cls: 1.7587, loss: 1.7587, grad_norm: 5.6525 2021-02-05 16:40:50,423 - mmaction - INFO - Epoch [48][2300/3757] lr: 1.000e-02, eta: 1 day, 19:40:15, time: 3.638, data_time: 0.001, memory: 7141, top1_acc: 0.5617, top5_acc: 0.7859, loss_cls: 1.8521, loss: 1.8521, grad_norm: 5.4637 2021-02-05 16:42:19,230 - mmaction - INFO - Epoch [48][2320/3757] lr: 1.000e-02, eta: 1 day, 19:42:28, time: 4.440, data_time: 0.993, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8141, loss_cls: 1.7496, loss: 1.7496, grad_norm: 5.3317 2021-02-05 16:44:10,325 - mmaction - INFO - Epoch [48][2340/3757] lr: 1.000e-02, eta: 1 day, 19:45:27, time: 5.553, data_time: 0.001, memory: 7141, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.8590, loss: 1.8590, grad_norm: 5.5826 2021-02-05 16:45:18,428 - mmaction - INFO - Epoch [48][2360/3757] lr: 1.000e-02, eta: 1 day, 19:46:57, time: 3.406, data_time: 0.002, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7992, loss_cls: 1.7807, loss: 1.7807, grad_norm: 5.3877 2021-02-05 16:46:56,021 - mmaction - INFO - Epoch [48][2380/3757] lr: 1.000e-02, eta: 1 day, 19:49:28, time: 4.880, data_time: 2.050, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8180, loss_cls: 1.6754, loss: 1.6754, grad_norm: 5.4383 2021-02-05 16:47:40,857 - mmaction - INFO - Epoch [48][2400/3757] lr: 1.000e-02, eta: 1 day, 19:50:11, time: 2.241, data_time: 0.191, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8117, loss_cls: 1.6985, loss: 1.6985, grad_norm: 5.3930 2021-02-05 16:48:44,198 - mmaction - INFO - Epoch [48][2420/3757] lr: 1.000e-02, eta: 1 day, 19:51:31, time: 3.168, data_time: 0.002, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7977, loss_cls: 1.8340, loss: 1.8340, grad_norm: 5.5248 2021-02-05 16:50:10,691 - mmaction - INFO - Epoch [48][2440/3757] lr: 1.000e-02, eta: 1 day, 19:53:39, time: 4.324, data_time: 0.484, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7969, loss_cls: 1.7558, loss: 1.7558, grad_norm: 5.5838 2021-02-05 16:51:32,037 - mmaction - INFO - Epoch [48][2460/3757] lr: 1.000e-02, eta: 1 day, 19:55:36, time: 4.068, data_time: 0.001, memory: 7141, top1_acc: 0.6172, top5_acc: 0.8305, loss_cls: 1.6089, loss: 1.6089, grad_norm: 5.3588 2021-02-05 16:53:32,779 - mmaction - INFO - Epoch [48][2480/3757] lr: 1.000e-02, eta: 1 day, 19:58:53, time: 6.037, data_time: 3.284, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8164, loss_cls: 1.6986, loss: 1.6986, grad_norm: 5.4540 2021-02-05 16:55:24,252 - mmaction - INFO - Epoch [48][2500/3757] lr: 1.000e-02, eta: 1 day, 20:01:52, time: 5.573, data_time: 0.000, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.6866, loss: 1.6866, grad_norm: 5.4608 2021-02-05 16:55:46,208 - mmaction - INFO - Epoch [48][2520/3757] lr: 1.000e-02, eta: 1 day, 20:01:47, time: 1.098, data_time: 0.314, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7906, loss_cls: 1.8389, loss: 1.8389, grad_norm: 5.5475 2021-02-05 16:56:56,351 - mmaction - INFO - Epoch [48][2540/3757] lr: 1.000e-02, eta: 1 day, 20:03:21, time: 3.507, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7906, loss_cls: 1.8338, loss: 1.8338, grad_norm: 5.4315 2021-02-05 16:58:03,201 - mmaction - INFO - Epoch [48][2560/3757] lr: 1.000e-02, eta: 1 day, 20:04:49, time: 3.341, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8117, loss_cls: 1.7584, loss: 1.7584, grad_norm: 5.3507 2021-02-05 16:59:58,673 - mmaction - INFO - Epoch [48][2580/3757] lr: 1.000e-02, eta: 1 day, 20:07:55, time: 5.775, data_time: 0.002, memory: 7141, top1_acc: 0.6062, top5_acc: 0.8117, loss_cls: 1.6968, loss: 1.6968, grad_norm: 5.1641 2021-02-05 17:01:29,772 - mmaction - INFO - Epoch [48][2600/3757] lr: 1.000e-02, eta: 1 day, 20:10:11, time: 4.555, data_time: 2.625, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7852, loss_cls: 1.8496, loss: 1.8496, grad_norm: 5.4106 2021-02-05 17:03:11,283 - mmaction - INFO - Epoch [48][2620/3757] lr: 1.000e-02, eta: 1 day, 20:12:49, time: 5.076, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8086, loss_cls: 1.7768, loss: 1.7768, grad_norm: 5.2734 2021-02-05 17:04:33,917 - mmaction - INFO - Epoch [48][2640/3757] lr: 1.000e-02, eta: 1 day, 20:14:48, time: 4.131, data_time: 1.494, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8117, loss_cls: 1.7544, loss: 1.7544, grad_norm: 5.4545 2021-02-05 17:05:57,708 - mmaction - INFO - Epoch [48][2660/3757] lr: 1.000e-02, eta: 1 day, 20:16:49, time: 4.189, data_time: 3.747, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8227, loss_cls: 1.6571, loss: 1.6571, grad_norm: 5.2272 2021-02-05 17:07:41,105 - mmaction - INFO - Epoch [48][2680/3757] lr: 1.000e-02, eta: 1 day, 20:19:30, time: 5.171, data_time: 1.307, memory: 7141, top1_acc: 0.5891, top5_acc: 0.7953, loss_cls: 1.7702, loss: 1.7702, grad_norm: 5.3399 2021-02-05 17:09:43,605 - mmaction - INFO - Epoch [48][2700/3757] lr: 1.000e-02, eta: 1 day, 20:22:50, time: 6.124, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8125, loss_cls: 1.7345, loss: 1.7345, grad_norm: 5.4791 2021-02-05 17:11:03,944 - mmaction - INFO - Epoch [48][2720/3757] lr: 1.000e-02, eta: 1 day, 20:24:43, time: 4.016, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7891, loss_cls: 1.7850, loss: 1.7850, grad_norm: 5.5151 2021-02-05 17:12:37,967 - mmaction - INFO - Epoch [48][2740/3757] lr: 1.000e-02, eta: 1 day, 20:27:05, time: 4.702, data_time: 0.002, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8125, loss_cls: 1.7192, loss: 1.7192, grad_norm: 5.2767 2021-02-05 17:14:31,793 - mmaction - INFO - Epoch [48][2760/3757] lr: 1.000e-02, eta: 1 day, 20:30:07, time: 5.692, data_time: 1.436, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7977, loss_cls: 1.7494, loss: 1.7494, grad_norm: 5.3026 2021-02-05 17:16:08,987 - mmaction - INFO - Epoch [48][2780/3757] lr: 1.000e-02, eta: 1 day, 20:32:35, time: 4.859, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8000, loss_cls: 1.7803, loss: 1.7803, grad_norm: 5.5394 2021-02-05 17:17:50,358 - mmaction - INFO - Epoch [48][2800/3757] lr: 1.000e-02, eta: 1 day, 20:35:11, time: 5.069, data_time: 0.001, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7906, loss_cls: 1.7879, loss: 1.7879, grad_norm: 5.5575 2021-02-05 17:20:20,553 - mmaction - INFO - Epoch [48][2820/3757] lr: 1.000e-02, eta: 1 day, 20:39:26, time: 7.510, data_time: 1.790, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7922, loss_cls: 1.8056, loss: 1.8056, grad_norm: 5.4896 2021-02-05 17:21:59,247 - mmaction - INFO - Epoch [48][2840/3757] lr: 1.000e-02, eta: 1 day, 20:41:57, time: 4.934, data_time: 0.001, memory: 7141, top1_acc: 0.5500, top5_acc: 0.7984, loss_cls: 1.8205, loss: 1.8205, grad_norm: 5.4834 2021-02-05 17:23:56,306 - mmaction - INFO - Epoch [48][2860/3757] lr: 1.000e-02, eta: 1 day, 20:45:05, time: 5.853, data_time: 0.003, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8016, loss_cls: 1.7673, loss: 1.7673, grad_norm: 5.3901 2021-02-05 17:25:02,049 - mmaction - INFO - Epoch [48][2880/3757] lr: 1.000e-02, eta: 1 day, 20:46:28, time: 3.287, data_time: 2.837, memory: 7141, top1_acc: 0.5656, top5_acc: 0.8008, loss_cls: 1.8185, loss: 1.8185, grad_norm: 5.6330 2021-02-05 17:27:00,896 - mmaction - INFO - Epoch [48][2900/3757] lr: 1.000e-02, eta: 1 day, 20:49:39, time: 5.942, data_time: 1.157, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8031, loss_cls: 1.7952, loss: 1.7952, grad_norm: 5.4161 2021-02-05 17:28:05,703 - mmaction - INFO - Epoch [48][2920/3757] lr: 1.000e-02, eta: 1 day, 20:51:01, time: 3.241, data_time: 2.283, memory: 7141, top1_acc: 0.6094, top5_acc: 0.8281, loss_cls: 1.6180, loss: 1.6180, grad_norm: 5.1316 2021-02-05 17:29:24,931 - mmaction - INFO - Epoch [48][2940/3757] lr: 1.000e-02, eta: 1 day, 20:52:52, time: 3.961, data_time: 0.931, memory: 7141, top1_acc: 0.5930, top5_acc: 0.7969, loss_cls: 1.7799, loss: 1.7799, grad_norm: 5.3334 2021-02-05 17:31:30,516 - mmaction - INFO - Epoch [48][2960/3757] lr: 1.000e-02, eta: 1 day, 20:56:16, time: 6.280, data_time: 1.616, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8078, loss_cls: 1.7447, loss: 1.7447, grad_norm: 5.4207 2021-02-05 17:32:23,519 - mmaction - INFO - Epoch [48][2980/3757] lr: 1.000e-02, eta: 1 day, 20:57:13, time: 2.650, data_time: 2.210, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8086, loss_cls: 1.7547, loss: 1.7547, grad_norm: 5.5245 2021-02-05 17:33:18,772 - mmaction - INFO - Epoch [48][3000/3757] lr: 1.000e-02, eta: 1 day, 20:58:15, time: 2.763, data_time: 1.133, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8086, loss_cls: 1.7291, loss: 1.7291, grad_norm: 5.4936 2021-02-05 17:34:54,575 - mmaction - INFO - Epoch [48][3020/3757] lr: 1.000e-02, eta: 1 day, 21:00:39, time: 4.790, data_time: 0.000, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8039, loss_cls: 1.8105, loss: 1.8105, grad_norm: 5.5736 2021-02-05 17:36:49,042 - mmaction - INFO - Epoch [48][3040/3757] lr: 1.000e-02, eta: 1 day, 21:03:41, time: 5.724, data_time: 2.628, memory: 7141, top1_acc: 0.5922, top5_acc: 0.7969, loss_cls: 1.7521, loss: 1.7521, grad_norm: 5.3552 2021-02-05 17:38:41,599 - mmaction - INFO - Epoch [48][3060/3757] lr: 1.000e-02, eta: 1 day, 21:06:38, time: 5.628, data_time: 1.520, memory: 7141, top1_acc: 0.5891, top5_acc: 0.7937, loss_cls: 1.7639, loss: 1.7639, grad_norm: 5.3424 2021-02-05 17:40:04,289 - mmaction - INFO - Epoch [48][3080/3757] lr: 1.000e-02, eta: 1 day, 21:08:35, time: 4.134, data_time: 1.645, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7922, loss_cls: 1.7675, loss: 1.7675, grad_norm: 5.2076 2021-02-05 17:40:57,362 - mmaction - INFO - Epoch [48][3100/3757] lr: 1.000e-02, eta: 1 day, 21:09:32, time: 2.653, data_time: 1.486, memory: 7141, top1_acc: 0.6086, top5_acc: 0.8273, loss_cls: 1.6214, loss: 1.6214, grad_norm: 5.3551 2021-02-05 17:42:57,195 - mmaction - INFO - Epoch [48][3120/3757] lr: 1.000e-02, eta: 1 day, 21:12:44, time: 5.992, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8148, loss_cls: 1.6936, loss: 1.6936, grad_norm: 5.2687 2021-02-05 17:43:39,320 - mmaction - INFO - Epoch [48][3140/3757] lr: 1.000e-02, eta: 1 day, 21:13:19, time: 2.106, data_time: 1.558, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8008, loss_cls: 1.7656, loss: 1.7656, grad_norm: 5.4961 2021-02-05 17:45:21,835 - mmaction - INFO - Epoch [48][3160/3757] lr: 1.000e-02, eta: 1 day, 21:15:56, time: 5.126, data_time: 0.997, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8172, loss_cls: 1.7432, loss: 1.7432, grad_norm: 5.2249 2021-02-05 17:47:16,212 - mmaction - INFO - Epoch [48][3180/3757] lr: 1.000e-02, eta: 1 day, 21:18:57, time: 5.719, data_time: 1.307, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8219, loss_cls: 1.7293, loss: 1.7293, grad_norm: 5.3915 2021-02-05 17:48:50,987 - mmaction - INFO - Epoch [48][3200/3757] lr: 1.000e-02, eta: 1 day, 21:21:18, time: 4.739, data_time: 2.957, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7969, loss_cls: 1.7911, loss: 1.7911, grad_norm: 5.5429 2021-02-05 17:50:02,973 - mmaction - INFO - Epoch [48][3220/3757] lr: 1.000e-02, eta: 1 day, 21:22:52, time: 3.598, data_time: 1.837, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8117, loss_cls: 1.7426, loss: 1.7426, grad_norm: 5.2506 2021-02-05 17:51:35,390 - mmaction - INFO - Epoch [48][3240/3757] lr: 1.000e-02, eta: 1 day, 21:25:09, time: 4.621, data_time: 0.026, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8023, loss_cls: 1.7569, loss: 1.7569, grad_norm: 5.3955 2021-02-05 17:53:30,489 - mmaction - INFO - Epoch [48][3260/3757] lr: 1.000e-02, eta: 1 day, 21:28:10, time: 5.755, data_time: 2.559, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7930, loss_cls: 1.8205, loss: 1.8205, grad_norm: 5.6235 2021-02-05 17:54:07,501 - mmaction - INFO - Epoch [48][3280/3757] lr: 1.000e-02, eta: 1 day, 21:28:34, time: 1.851, data_time: 1.350, memory: 7141, top1_acc: 0.6047, top5_acc: 0.8242, loss_cls: 1.6882, loss: 1.6882, grad_norm: 5.2960 2021-02-05 17:56:10,926 - mmaction - INFO - Epoch [48][3300/3757] lr: 1.000e-02, eta: 1 day, 21:31:52, time: 6.170, data_time: 3.115, memory: 7141, top1_acc: 0.5602, top5_acc: 0.7836, loss_cls: 1.8327, loss: 1.8327, grad_norm: 5.6575 2021-02-05 17:58:37,260 - mmaction - INFO - Epoch [48][3320/3757] lr: 1.000e-02, eta: 1 day, 21:35:57, time: 7.317, data_time: 1.165, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8156, loss_cls: 1.7444, loss: 1.7444, grad_norm: 5.4934 2021-02-05 18:00:26,151 - mmaction - INFO - Epoch [48][3340/3757] lr: 1.000e-02, eta: 1 day, 21:38:45, time: 5.445, data_time: 2.749, memory: 7141, top1_acc: 0.6117, top5_acc: 0.8102, loss_cls: 1.6584, loss: 1.6584, grad_norm: 5.5333 2021-02-05 18:02:05,359 - mmaction - INFO - Epoch [48][3360/3757] lr: 1.000e-02, eta: 1 day, 21:41:14, time: 4.960, data_time: 1.473, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7945, loss_cls: 1.8045, loss: 1.8045, grad_norm: 5.5473 2021-02-05 18:03:51,563 - mmaction - INFO - Epoch [48][3380/3757] lr: 1.000e-02, eta: 1 day, 21:43:57, time: 5.311, data_time: 2.728, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7922, loss_cls: 1.7909, loss: 1.7909, grad_norm: 5.6170 2021-02-05 18:05:02,721 - mmaction - INFO - Epoch [48][3400/3757] lr: 1.000e-02, eta: 1 day, 21:45:30, time: 3.557, data_time: 2.389, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8047, loss_cls: 1.7103, loss: 1.7103, grad_norm: 5.3566 2021-02-05 18:06:24,362 - mmaction - INFO - Epoch [48][3420/3757] lr: 1.000e-02, eta: 1 day, 21:47:23, time: 4.082, data_time: 2.112, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.7289, loss: 1.7289, grad_norm: 5.4825 2021-02-05 18:08:16,121 - mmaction - INFO - Epoch [48][3440/3757] lr: 1.000e-02, eta: 1 day, 21:50:17, time: 5.588, data_time: 2.949, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8141, loss_cls: 1.7505, loss: 1.7505, grad_norm: 5.3015 2021-02-05 18:10:14,131 - mmaction - INFO - Epoch [48][3460/3757] lr: 1.000e-02, eta: 1 day, 21:53:24, time: 5.901, data_time: 1.333, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8055, loss_cls: 1.7411, loss: 1.7411, grad_norm: 5.4771 2021-02-05 18:11:35,337 - mmaction - INFO - Epoch [48][3480/3757] lr: 1.000e-02, eta: 1 day, 21:55:16, time: 4.061, data_time: 2.819, memory: 7141, top1_acc: 0.6031, top5_acc: 0.8297, loss_cls: 1.6215, loss: 1.6215, grad_norm: 5.3863 2021-02-05 18:13:27,295 - mmaction - INFO - Epoch [48][3500/3757] lr: 1.000e-02, eta: 1 day, 21:58:10, time: 5.598, data_time: 1.104, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8070, loss_cls: 1.7600, loss: 1.7600, grad_norm: 5.2335 2021-02-05 18:14:48,129 - mmaction - INFO - Epoch [48][3520/3757] lr: 1.000e-02, eta: 1 day, 22:00:01, time: 4.041, data_time: 0.001, memory: 7141, top1_acc: 0.5703, top5_acc: 0.8039, loss_cls: 1.7802, loss: 1.7802, grad_norm: 5.4455 2021-02-05 18:16:18,840 - mmaction - INFO - Epoch [48][3540/3757] lr: 1.000e-02, eta: 1 day, 22:02:12, time: 4.536, data_time: 1.504, memory: 7141, top1_acc: 0.5563, top5_acc: 0.7891, loss_cls: 1.8920, loss: 1.8920, grad_norm: 5.5481 2021-02-05 18:17:46,640 - mmaction - INFO - Epoch [48][3560/3757] lr: 1.000e-02, eta: 1 day, 22:04:18, time: 4.389, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8078, loss_cls: 1.7513, loss: 1.7513, grad_norm: 5.2801 2021-02-05 18:20:19,329 - mmaction - INFO - Epoch [48][3580/3757] lr: 1.000e-02, eta: 1 day, 22:08:33, time: 7.635, data_time: 0.002, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8031, loss_cls: 1.7757, loss: 1.7757, grad_norm: 5.3850 2021-02-05 18:21:00,262 - mmaction - INFO - Epoch [48][3600/3757] lr: 1.000e-02, eta: 1 day, 22:09:04, time: 2.047, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8164, loss_cls: 1.7583, loss: 1.7583, grad_norm: 5.6280 2021-02-05 18:22:06,198 - mmaction - INFO - Epoch [48][3620/3757] lr: 1.000e-02, eta: 1 day, 22:10:25, time: 3.297, data_time: 1.474, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7937, loss_cls: 1.7934, loss: 1.7934, grad_norm: 5.3702 2021-02-05 18:24:03,640 - mmaction - INFO - Epoch [48][3640/3757] lr: 1.000e-02, eta: 1 day, 22:13:29, time: 5.872, data_time: 0.000, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8203, loss_cls: 1.6695, loss: 1.6695, grad_norm: 5.3574 2021-02-05 18:26:09,856 - mmaction - INFO - Epoch [48][3660/3757] lr: 1.000e-02, eta: 1 day, 22:16:51, time: 6.310, data_time: 1.371, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7898, loss_cls: 1.8300, loss: 1.8300, grad_norm: 5.2431 2021-02-05 18:27:37,211 - mmaction - INFO - Epoch [48][3680/3757] lr: 1.000e-02, eta: 1 day, 22:18:55, time: 4.368, data_time: 2.739, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7977, loss_cls: 1.7681, loss: 1.7681, grad_norm: 5.1912 2021-02-05 18:28:16,811 - mmaction - INFO - Epoch [48][3700/3757] lr: 1.000e-02, eta: 1 day, 22:19:23, time: 1.980, data_time: 1.123, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8156, loss_cls: 1.6589, loss: 1.6589, grad_norm: 5.3218 2021-02-05 18:30:56,797 - mmaction - INFO - Epoch [48][3720/3757] lr: 1.000e-02, eta: 1 day, 22:23:52, time: 7.999, data_time: 6.544, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7906, loss_cls: 1.8356, loss: 1.8356, grad_norm: 5.4962 2021-02-05 18:32:11,305 - mmaction - INFO - Epoch [48][3740/3757] lr: 1.000e-02, eta: 1 day, 22:25:29, time: 3.725, data_time: 0.990, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8016, loss_cls: 1.7177, loss: 1.7177, grad_norm: 5.2272 2021-02-05 18:32:52,518 - mmaction - INFO - Saving checkpoint at 48 epochs 2021-02-05 18:33:59,084 - mmaction - INFO - Epoch [49][20/3757] lr: 1.000e-02, eta: 1 day, 22:26:05, time: 3.268, data_time: 2.808, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8055, loss_cls: 1.6722, loss: 1.6722, grad_norm: 5.3560 2021-02-05 18:34:07,923 - mmaction - INFO - Epoch [49][40/3757] lr: 1.000e-02, eta: 1 day, 22:25:31, time: 0.442, data_time: 0.005, memory: 7141, top1_acc: 0.6039, top5_acc: 0.8016, loss_cls: 1.6865, loss: 1.6865, grad_norm: 5.4272 2021-02-05 18:34:16,681 - mmaction - INFO - Epoch [49][60/3757] lr: 1.000e-02, eta: 1 day, 22:24:58, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.6438, loss: 1.6438, grad_norm: 5.3865 2021-02-05 18:34:25,450 - mmaction - INFO - Epoch [49][80/3757] lr: 1.000e-02, eta: 1 day, 22:24:24, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6086, top5_acc: 0.8242, loss_cls: 1.5980, loss: 1.5980, grad_norm: 5.4047 2021-02-05 18:34:34,282 - mmaction - INFO - Epoch [49][100/3757] lr: 1.000e-02, eta: 1 day, 22:23:50, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5961, top5_acc: 0.7977, loss_cls: 1.7470, loss: 1.7470, grad_norm: 5.3955 2021-02-05 18:34:43,092 - mmaction - INFO - Epoch [49][120/3757] lr: 1.000e-02, eta: 1 day, 22:23:16, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8063, loss_cls: 1.7905, loss: 1.7905, grad_norm: 5.3503 2021-02-05 18:34:51,959 - mmaction - INFO - Epoch [49][140/3757] lr: 1.000e-02, eta: 1 day, 22:22:43, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8047, loss_cls: 1.7471, loss: 1.7471, grad_norm: 5.4087 2021-02-05 18:35:00,810 - mmaction - INFO - Epoch [49][160/3757] lr: 1.000e-02, eta: 1 day, 22:22:09, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8219, loss_cls: 1.6741, loss: 1.6741, grad_norm: 5.4050 2021-02-05 18:35:09,658 - mmaction - INFO - Epoch [49][180/3757] lr: 1.000e-02, eta: 1 day, 22:21:36, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8203, loss_cls: 1.6618, loss: 1.6618, grad_norm: 5.4729 2021-02-05 18:35:18,527 - mmaction - INFO - Epoch [49][200/3757] lr: 1.000e-02, eta: 1 day, 22:21:02, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6047, top5_acc: 0.8125, loss_cls: 1.6224, loss: 1.6224, grad_norm: 5.2899 2021-02-05 18:35:27,419 - mmaction - INFO - Epoch [49][220/3757] lr: 1.000e-02, eta: 1 day, 22:20:29, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6133, top5_acc: 0.8297, loss_cls: 1.6081, loss: 1.6081, grad_norm: 5.2395 2021-02-05 18:35:36,322 - mmaction - INFO - Epoch [49][240/3757] lr: 1.000e-02, eta: 1 day, 22:19:55, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6086, top5_acc: 0.8023, loss_cls: 1.7141, loss: 1.7141, grad_norm: 5.4040 2021-02-05 18:35:45,221 - mmaction - INFO - Epoch [49][260/3757] lr: 1.000e-02, eta: 1 day, 22:19:22, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6102, top5_acc: 0.8070, loss_cls: 1.6642, loss: 1.6642, grad_norm: 5.1704 2021-02-05 18:35:54,109 - mmaction - INFO - Epoch [49][280/3757] lr: 1.000e-02, eta: 1 day, 22:18:49, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6039, top5_acc: 0.8211, loss_cls: 1.6590, loss: 1.6590, grad_norm: 5.3839 2021-02-05 18:36:03,025 - mmaction - INFO - Epoch [49][300/3757] lr: 1.000e-02, eta: 1 day, 22:18:15, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8297, loss_cls: 1.6440, loss: 1.6440, grad_norm: 5.4176 2021-02-05 18:36:11,883 - mmaction - INFO - Epoch [49][320/3757] lr: 1.000e-02, eta: 1 day, 22:17:42, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8039, loss_cls: 1.8005, loss: 1.8005, grad_norm: 5.4682 2021-02-05 18:36:20,755 - mmaction - INFO - Epoch [49][340/3757] lr: 1.000e-02, eta: 1 day, 22:17:08, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8055, loss_cls: 1.6950, loss: 1.6950, grad_norm: 5.1883 2021-02-05 18:36:29,598 - mmaction - INFO - Epoch [49][360/3757] lr: 1.000e-02, eta: 1 day, 22:16:35, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8148, loss_cls: 1.6957, loss: 1.6957, grad_norm: 5.4436 2021-02-05 18:36:38,463 - mmaction - INFO - Epoch [49][380/3757] lr: 1.000e-02, eta: 1 day, 22:16:01, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8148, loss_cls: 1.7786, loss: 1.7786, grad_norm: 5.5411 2021-02-05 18:36:47,453 - mmaction - INFO - Epoch [49][400/3757] lr: 1.000e-02, eta: 1 day, 22:15:28, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8078, loss_cls: 1.6987, loss: 1.6987, grad_norm: 5.3327 2021-02-05 18:36:56,431 - mmaction - INFO - Epoch [49][420/3757] lr: 1.000e-02, eta: 1 day, 22:14:55, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8047, loss_cls: 1.6899, loss: 1.6899, grad_norm: 5.4548 2021-02-05 18:37:05,359 - mmaction - INFO - Epoch [49][440/3757] lr: 1.000e-02, eta: 1 day, 22:14:22, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7992, loss_cls: 1.7836, loss: 1.7836, grad_norm: 5.7206 2021-02-05 18:37:14,292 - mmaction - INFO - Epoch [49][460/3757] lr: 1.000e-02, eta: 1 day, 22:13:48, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8102, loss_cls: 1.7068, loss: 1.7068, grad_norm: 5.3220 2021-02-05 18:37:23,233 - mmaction - INFO - Epoch [49][480/3757] lr: 1.000e-02, eta: 1 day, 22:13:15, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5805, top5_acc: 0.7945, loss_cls: 1.7553, loss: 1.7553, grad_norm: 5.5125 2021-02-05 18:37:32,174 - mmaction - INFO - Epoch [49][500/3757] lr: 1.000e-02, eta: 1 day, 22:12:42, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7898, loss_cls: 1.8125, loss: 1.8125, grad_norm: 5.3764 2021-02-05 18:37:41,107 - mmaction - INFO - Epoch [49][520/3757] lr: 1.000e-02, eta: 1 day, 22:12:09, time: 0.448, data_time: 0.002, memory: 7141, top1_acc: 0.5992, top5_acc: 0.8187, loss_cls: 1.6831, loss: 1.6831, grad_norm: 5.2273 2021-02-05 18:37:50,018 - mmaction - INFO - Epoch [49][540/3757] lr: 1.000e-02, eta: 1 day, 22:11:35, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8063, loss_cls: 1.7527, loss: 1.7527, grad_norm: 5.5309 2021-02-05 18:37:59,065 - mmaction - INFO - Epoch [49][560/3757] lr: 1.000e-02, eta: 1 day, 22:11:02, time: 0.452, data_time: 0.005, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8172, loss_cls: 1.6916, loss: 1.6916, grad_norm: 5.4511 2021-02-05 18:38:08,007 - mmaction - INFO - Epoch [49][580/3757] lr: 1.000e-02, eta: 1 day, 22:10:29, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8375, loss_cls: 1.6018, loss: 1.6018, grad_norm: 5.4935 2021-02-05 18:38:46,956 - mmaction - INFO - Epoch [49][600/3757] lr: 1.000e-02, eta: 1 day, 22:10:56, time: 1.948, data_time: 0.001, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8203, loss_cls: 1.6801, loss: 1.6801, grad_norm: 5.4592 2021-02-05 18:38:55,788 - mmaction - INFO - Epoch [49][620/3757] lr: 1.000e-02, eta: 1 day, 22:10:22, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7922, loss_cls: 1.8594, loss: 1.8594, grad_norm: 5.6873 2021-02-05 18:39:04,732 - mmaction - INFO - Epoch [49][640/3757] lr: 1.000e-02, eta: 1 day, 22:09:49, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8102, loss_cls: 1.7292, loss: 1.7292, grad_norm: 5.4988 2021-02-05 18:39:13,586 - mmaction - INFO - Epoch [49][660/3757] lr: 1.000e-02, eta: 1 day, 22:09:16, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7875, loss_cls: 1.8576, loss: 1.8576, grad_norm: 5.5631 2021-02-05 18:39:22,497 - mmaction - INFO - Epoch [49][680/3757] lr: 1.000e-02, eta: 1 day, 22:08:42, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6039, top5_acc: 0.8164, loss_cls: 1.6646, loss: 1.6646, grad_norm: 5.1674 2021-02-05 18:40:06,007 - mmaction - INFO - Epoch [49][700/3757] lr: 1.000e-02, eta: 1 day, 22:09:18, time: 2.175, data_time: 0.001, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7992, loss_cls: 1.7530, loss: 1.7530, grad_norm: 5.5233 2021-02-05 18:40:14,944 - mmaction - INFO - Epoch [49][720/3757] lr: 1.000e-02, eta: 1 day, 22:08:45, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8242, loss_cls: 1.6577, loss: 1.6577, grad_norm: 5.3897 2021-02-05 18:40:23,778 - mmaction - INFO - Epoch [49][740/3757] lr: 1.000e-02, eta: 1 day, 22:08:11, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8023, loss_cls: 1.7154, loss: 1.7154, grad_norm: 5.5346 2021-02-05 18:40:32,673 - mmaction - INFO - Epoch [49][760/3757] lr: 1.000e-02, eta: 1 day, 22:07:38, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5609, top5_acc: 0.7953, loss_cls: 1.8710, loss: 1.8710, grad_norm: 5.4606 2021-02-05 18:40:41,583 - mmaction - INFO - Epoch [49][780/3757] lr: 1.000e-02, eta: 1 day, 22:07:05, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8156, loss_cls: 1.7082, loss: 1.7082, grad_norm: 5.2056 2021-02-05 18:40:50,470 - mmaction - INFO - Epoch [49][800/3757] lr: 1.000e-02, eta: 1 day, 22:06:32, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8055, loss_cls: 1.6989, loss: 1.6989, grad_norm: 5.3136 2021-02-05 18:41:38,326 - mmaction - INFO - Epoch [49][820/3757] lr: 1.000e-02, eta: 1 day, 22:07:15, time: 2.393, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8187, loss_cls: 1.7428, loss: 1.7428, grad_norm: 5.5294 2021-02-05 18:41:47,242 - mmaction - INFO - Epoch [49][840/3757] lr: 1.000e-02, eta: 1 day, 22:06:42, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5609, top5_acc: 0.8047, loss_cls: 1.8210, loss: 1.8210, grad_norm: 5.4649 2021-02-05 18:43:10,819 - mmaction - INFO - Epoch [49][860/3757] lr: 1.000e-02, eta: 1 day, 22:08:36, time: 4.178, data_time: 0.000, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8016, loss_cls: 1.7710, loss: 1.7710, grad_norm: 5.4211 2021-02-05 18:43:48,887 - mmaction - INFO - Epoch [49][880/3757] lr: 1.000e-02, eta: 1 day, 22:09:01, time: 1.904, data_time: 0.002, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8078, loss_cls: 1.7608, loss: 1.7608, grad_norm: 5.4813 2021-02-05 18:44:23,864 - mmaction - INFO - Epoch [49][900/3757] lr: 1.000e-02, eta: 1 day, 22:09:19, time: 1.748, data_time: 0.001, memory: 7141, top1_acc: 0.6086, top5_acc: 0.8297, loss_cls: 1.6324, loss: 1.6324, grad_norm: 5.3226 2021-02-05 18:46:11,033 - mmaction - INFO - Epoch [49][920/3757] lr: 1.000e-02, eta: 1 day, 22:11:59, time: 5.358, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8117, loss_cls: 1.7587, loss: 1.7587, grad_norm: 5.3369 2021-02-05 18:47:26,851 - mmaction - INFO - Epoch [49][940/3757] lr: 1.000e-02, eta: 1 day, 22:13:38, time: 3.790, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8195, loss_cls: 1.7085, loss: 1.7085, grad_norm: 5.3300 2021-02-05 18:48:17,953 - mmaction - INFO - Epoch [49][960/3757] lr: 1.000e-02, eta: 1 day, 22:14:28, time: 2.556, data_time: 0.003, memory: 7141, top1_acc: 0.6039, top5_acc: 0.8102, loss_cls: 1.6783, loss: 1.6783, grad_norm: 5.5445 2021-02-05 18:49:12,925 - mmaction - INFO - Epoch [49][980/3757] lr: 1.000e-02, eta: 1 day, 22:15:25, time: 2.749, data_time: 0.000, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8086, loss_cls: 1.7500, loss: 1.7500, grad_norm: 5.5460 2021-02-05 18:49:21,704 - mmaction - INFO - Epoch [49][1000/3757] lr: 1.000e-02, eta: 1 day, 22:14:52, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8352, loss_cls: 1.6676, loss: 1.6676, grad_norm: 5.4533 2021-02-05 18:50:20,566 - mmaction - INFO - Epoch [49][1020/3757] lr: 1.000e-02, eta: 1 day, 22:15:57, time: 2.944, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7922, loss_cls: 1.8344, loss: 1.8344, grad_norm: 5.4877 2021-02-05 18:50:51,892 - mmaction - INFO - Epoch [49][1040/3757] lr: 1.000e-02, eta: 1 day, 22:16:08, time: 1.565, data_time: 1.113, memory: 7141, top1_acc: 0.5711, top5_acc: 0.7922, loss_cls: 1.7947, loss: 1.7947, grad_norm: 5.2908 2021-02-05 18:51:00,746 - mmaction - INFO - Epoch [49][1060/3757] lr: 1.000e-02, eta: 1 day, 22:15:34, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6250, top5_acc: 0.8328, loss_cls: 1.5689, loss: 1.5689, grad_norm: 5.2969 2021-02-05 18:51:09,547 - mmaction - INFO - Epoch [49][1080/3757] lr: 1.000e-02, eta: 1 day, 22:15:01, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7984, loss_cls: 1.7348, loss: 1.7348, grad_norm: 5.5695 2021-02-05 18:51:18,397 - mmaction - INFO - Epoch [49][1100/3757] lr: 1.000e-02, eta: 1 day, 22:14:27, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8109, loss_cls: 1.7274, loss: 1.7274, grad_norm: 5.3065 2021-02-05 18:51:42,635 - mmaction - INFO - Epoch [49][1120/3757] lr: 1.000e-02, eta: 1 day, 22:14:24, time: 1.212, data_time: 0.001, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8227, loss_cls: 1.6798, loss: 1.6798, grad_norm: 5.4105 2021-02-05 18:51:52,664 - mmaction - INFO - Epoch [49][1140/3757] lr: 1.000e-02, eta: 1 day, 22:13:53, time: 0.501, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8148, loss_cls: 1.6853, loss: 1.6853, grad_norm: 5.5249 2021-02-05 18:52:01,497 - mmaction - INFO - Epoch [49][1160/3757] lr: 1.000e-02, eta: 1 day, 22:13:19, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.7969, loss_cls: 1.7586, loss: 1.7586, grad_norm: 5.2511 2021-02-05 18:52:10,353 - mmaction - INFO - Epoch [49][1180/3757] lr: 1.000e-02, eta: 1 day, 22:12:46, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8148, loss_cls: 1.7048, loss: 1.7048, grad_norm: 5.3209 2021-02-05 18:52:49,131 - mmaction - INFO - Epoch [49][1200/3757] lr: 1.000e-02, eta: 1 day, 22:13:11, time: 1.939, data_time: 0.000, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8109, loss_cls: 1.6931, loss: 1.6931, grad_norm: 5.5266 2021-02-05 18:52:57,950 - mmaction - INFO - Epoch [49][1220/3757] lr: 1.000e-02, eta: 1 day, 22:12:38, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8219, loss_cls: 1.6725, loss: 1.6725, grad_norm: 5.4849 2021-02-05 18:53:06,782 - mmaction - INFO - Epoch [49][1240/3757] lr: 1.000e-02, eta: 1 day, 22:12:04, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8008, loss_cls: 1.7657, loss: 1.7657, grad_norm: 5.3910 2021-02-05 18:53:15,714 - mmaction - INFO - Epoch [49][1260/3757] lr: 1.000e-02, eta: 1 day, 22:11:31, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8133, loss_cls: 1.7294, loss: 1.7294, grad_norm: 5.3320 2021-02-05 18:54:06,959 - mmaction - INFO - Epoch [49][1280/3757] lr: 1.000e-02, eta: 1 day, 22:12:21, time: 2.562, data_time: 0.000, memory: 7141, top1_acc: 0.6008, top5_acc: 0.7984, loss_cls: 1.6916, loss: 1.6916, grad_norm: 5.3865 2021-02-05 18:55:10,701 - mmaction - INFO - Epoch [49][1300/3757] lr: 1.000e-02, eta: 1 day, 22:13:35, time: 3.186, data_time: 0.002, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8063, loss_cls: 1.7597, loss: 1.7597, grad_norm: 5.5345 2021-02-05 18:56:09,065 - mmaction - INFO - Epoch [49][1320/3757] lr: 1.000e-02, eta: 1 day, 22:14:39, time: 2.918, data_time: 1.137, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.7178, loss: 1.7178, grad_norm: 5.5270 2021-02-05 18:56:57,796 - mmaction - INFO - Epoch [49][1340/3757] lr: 1.000e-02, eta: 1 day, 22:15:24, time: 2.437, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8000, loss_cls: 1.8047, loss: 1.8047, grad_norm: 5.4403 2021-02-05 18:57:17,966 - mmaction - INFO - Epoch [49][1360/3757] lr: 1.000e-02, eta: 1 day, 22:15:12, time: 1.008, data_time: 0.003, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7937, loss_cls: 1.8240, loss: 1.8240, grad_norm: 5.4705 2021-02-05 18:58:25,101 - mmaction - INFO - Epoch [49][1380/3757] lr: 1.000e-02, eta: 1 day, 22:16:33, time: 3.356, data_time: 0.001, memory: 7141, top1_acc: 0.5992, top5_acc: 0.8156, loss_cls: 1.6826, loss: 1.6826, grad_norm: 5.3017 2021-02-05 18:59:16,772 - mmaction - INFO - Epoch [49][1400/3757] lr: 1.000e-02, eta: 1 day, 22:17:23, time: 2.583, data_time: 0.003, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7945, loss_cls: 1.8078, loss: 1.8078, grad_norm: 5.6476 2021-02-05 18:59:43,273 - mmaction - INFO - Epoch [49][1420/3757] lr: 1.000e-02, eta: 1 day, 22:17:24, time: 1.326, data_time: 0.002, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8195, loss_cls: 1.7733, loss: 1.7733, grad_norm: 5.3070 2021-02-05 19:00:13,814 - mmaction - INFO - Epoch [49][1440/3757] lr: 1.000e-02, eta: 1 day, 22:17:33, time: 1.527, data_time: 0.002, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8328, loss_cls: 1.6295, loss: 1.6295, grad_norm: 5.4469 2021-02-05 19:00:23,736 - mmaction - INFO - Epoch [49][1460/3757] lr: 1.000e-02, eta: 1 day, 22:17:02, time: 0.496, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.7961, loss_cls: 1.7522, loss: 1.7522, grad_norm: 5.5145 2021-02-05 19:00:32,561 - mmaction - INFO - Epoch [49][1480/3757] lr: 1.000e-02, eta: 1 day, 22:16:28, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7781, loss_cls: 1.8619, loss: 1.8619, grad_norm: 5.5873 2021-02-05 19:01:00,563 - mmaction - INFO - Epoch [49][1500/3757] lr: 1.000e-02, eta: 1 day, 22:16:32, time: 1.400, data_time: 0.960, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8016, loss_cls: 1.7228, loss: 1.7228, grad_norm: 5.2918 2021-02-05 19:01:33,208 - mmaction - INFO - Epoch [49][1520/3757] lr: 1.000e-02, eta: 1 day, 22:16:45, time: 1.632, data_time: 0.001, memory: 7141, top1_acc: 0.6117, top5_acc: 0.8086, loss_cls: 1.6879, loss: 1.6879, grad_norm: 5.4466 2021-02-05 19:02:09,172 - mmaction - INFO - Epoch [49][1540/3757] lr: 1.000e-02, eta: 1 day, 22:17:05, time: 1.799, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8273, loss_cls: 1.6602, loss: 1.6602, grad_norm: 5.4626 2021-02-05 19:03:24,253 - mmaction - INFO - Epoch [49][1560/3757] lr: 1.000e-02, eta: 1 day, 22:18:41, time: 3.754, data_time: 0.001, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8219, loss_cls: 1.6165, loss: 1.6165, grad_norm: 5.2662 2021-02-05 19:05:13,270 - mmaction - INFO - Epoch [49][1580/3757] lr: 1.000e-02, eta: 1 day, 22:21:23, time: 5.451, data_time: 2.364, memory: 7141, top1_acc: 0.6078, top5_acc: 0.8086, loss_cls: 1.7072, loss: 1.7072, grad_norm: 5.5183 2021-02-05 19:05:43,695 - mmaction - INFO - Epoch [49][1600/3757] lr: 1.000e-02, eta: 1 day, 22:21:31, time: 1.521, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8219, loss_cls: 1.6951, loss: 1.6951, grad_norm: 5.4858 2021-02-05 19:06:56,035 - mmaction - INFO - Epoch [49][1620/3757] lr: 1.000e-02, eta: 1 day, 22:23:02, time: 3.616, data_time: 0.001, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7844, loss_cls: 1.8619, loss: 1.8619, grad_norm: 5.6194 2021-02-05 19:08:28,093 - mmaction - INFO - Epoch [49][1640/3757] lr: 1.000e-02, eta: 1 day, 22:25:10, time: 4.604, data_time: 0.002, memory: 7141, top1_acc: 0.5945, top5_acc: 0.7977, loss_cls: 1.7492, loss: 1.7492, grad_norm: 5.2698 2021-02-05 19:09:58,212 - mmaction - INFO - Epoch [49][1660/3757] lr: 1.000e-02, eta: 1 day, 22:27:15, time: 4.506, data_time: 1.273, memory: 7141, top1_acc: 0.5687, top5_acc: 0.8070, loss_cls: 1.7817, loss: 1.7817, grad_norm: 5.4742 2021-02-05 19:10:07,039 - mmaction - INFO - Epoch [49][1680/3757] lr: 1.000e-02, eta: 1 day, 22:26:41, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8031, loss_cls: 1.7467, loss: 1.7467, grad_norm: 5.2291 2021-02-05 19:10:30,064 - mmaction - INFO - Epoch [49][1700/3757] lr: 1.000e-02, eta: 1 day, 22:26:35, time: 1.151, data_time: 0.003, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8156, loss_cls: 1.6799, loss: 1.6799, grad_norm: 5.2090 2021-02-05 19:11:31,850 - mmaction - INFO - Epoch [49][1720/3757] lr: 1.000e-02, eta: 1 day, 22:27:45, time: 3.091, data_time: 0.002, memory: 7141, top1_acc: 0.6133, top5_acc: 0.8250, loss_cls: 1.6431, loss: 1.6431, grad_norm: 5.2116 2021-02-05 19:12:11,977 - mmaction - INFO - Epoch [49][1740/3757] lr: 1.000e-02, eta: 1 day, 22:28:12, time: 2.006, data_time: 0.001, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8094, loss_cls: 1.6662, loss: 1.6662, grad_norm: 5.3177 2021-02-05 19:12:20,776 - mmaction - INFO - Epoch [49][1760/3757] lr: 1.000e-02, eta: 1 day, 22:27:38, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8156, loss_cls: 1.7553, loss: 1.7553, grad_norm: 5.3739 2021-02-05 19:12:30,264 - mmaction - INFO - Epoch [49][1780/3757] lr: 1.000e-02, eta: 1 day, 22:27:06, time: 0.472, data_time: 0.000, memory: 7141, top1_acc: 0.5992, top5_acc: 0.8313, loss_cls: 1.6533, loss: 1.6533, grad_norm: 5.2009 2021-02-05 19:13:45,400 - mmaction - INFO - Epoch [49][1800/3757] lr: 1.000e-02, eta: 1 day, 22:28:41, time: 3.758, data_time: 0.012, memory: 7141, top1_acc: 0.6336, top5_acc: 0.8391, loss_cls: 1.5289, loss: 1.5289, grad_norm: 5.2319 2021-02-05 19:14:14,743 - mmaction - INFO - Epoch [49][1820/3757] lr: 1.000e-02, eta: 1 day, 22:28:47, time: 1.467, data_time: 0.001, memory: 7141, top1_acc: 0.6047, top5_acc: 0.8148, loss_cls: 1.6950, loss: 1.6950, grad_norm: 5.5427 2021-02-05 19:15:09,666 - mmaction - INFO - Epoch [49][1840/3757] lr: 1.000e-02, eta: 1 day, 22:29:43, time: 2.747, data_time: 1.418, memory: 7141, top1_acc: 0.6039, top5_acc: 0.8258, loss_cls: 1.6813, loss: 1.6813, grad_norm: 5.3395 2021-02-05 19:15:59,365 - mmaction - INFO - Epoch [49][1860/3757] lr: 1.000e-02, eta: 1 day, 22:30:29, time: 2.485, data_time: 0.000, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8063, loss_cls: 1.7728, loss: 1.7728, grad_norm: 5.4194 2021-02-05 19:16:51,255 - mmaction - INFO - Epoch [49][1880/3757] lr: 1.000e-02, eta: 1 day, 22:31:19, time: 2.595, data_time: 0.002, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8063, loss_cls: 1.7475, loss: 1.7475, grad_norm: 5.4101 2021-02-05 19:18:04,446 - mmaction - INFO - Epoch [49][1900/3757] lr: 1.000e-02, eta: 1 day, 22:32:50, time: 3.658, data_time: 0.000, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7992, loss_cls: 1.7893, loss: 1.7893, grad_norm: 5.5502 2021-02-05 19:19:16,393 - mmaction - INFO - Epoch [49][1920/3757] lr: 1.000e-02, eta: 1 day, 22:34:19, time: 3.599, data_time: 0.002, memory: 7141, top1_acc: 0.5797, top5_acc: 0.7914, loss_cls: 1.7784, loss: 1.7784, grad_norm: 5.2552 2021-02-05 19:20:07,264 - mmaction - INFO - Epoch [49][1940/3757] lr: 1.000e-02, eta: 1 day, 22:35:06, time: 2.540, data_time: 1.096, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7945, loss_cls: 1.8401, loss: 1.8401, grad_norm: 5.4274 2021-02-05 19:21:27,187 - mmaction - INFO - Epoch [49][1960/3757] lr: 1.000e-02, eta: 1 day, 22:36:51, time: 4.000, data_time: 0.005, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7961, loss_cls: 1.7803, loss: 1.7803, grad_norm: 5.2894 2021-02-05 19:22:50,156 - mmaction - INFO - Epoch [49][1980/3757] lr: 1.000e-02, eta: 1 day, 22:38:41, time: 4.148, data_time: 0.770, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8141, loss_cls: 1.7852, loss: 1.7852, grad_norm: 5.5869 2021-02-05 19:23:39,472 - mmaction - INFO - Epoch [49][2000/3757] lr: 1.000e-02, eta: 1 day, 22:39:25, time: 2.465, data_time: 0.336, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7969, loss_cls: 1.8054, loss: 1.8054, grad_norm: 5.5388 2021-02-05 19:24:12,690 - mmaction - INFO - Epoch [49][2020/3757] lr: 1.000e-02, eta: 1 day, 22:39:39, time: 1.662, data_time: 0.002, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7984, loss_cls: 1.7288, loss: 1.7288, grad_norm: 5.3456 2021-02-05 19:25:51,451 - mmaction - INFO - Epoch [49][2040/3757] lr: 1.000e-02, eta: 1 day, 22:41:59, time: 4.938, data_time: 3.187, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8109, loss_cls: 1.7129, loss: 1.7129, grad_norm: 5.4393 2021-02-05 19:26:57,735 - mmaction - INFO - Epoch [49][2060/3757] lr: 1.000e-02, eta: 1 day, 22:43:16, time: 3.314, data_time: 0.004, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7945, loss_cls: 1.8455, loss: 1.8455, grad_norm: 5.5736 2021-02-05 19:28:36,812 - mmaction - INFO - Epoch [49][2080/3757] lr: 1.000e-02, eta: 1 day, 22:45:37, time: 4.954, data_time: 1.318, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7992, loss_cls: 1.8139, loss: 1.8139, grad_norm: 5.3372 2021-02-05 19:29:46,056 - mmaction - INFO - Epoch [49][2100/3757] lr: 1.000e-02, eta: 1 day, 22:47:00, time: 3.462, data_time: 0.001, memory: 7141, top1_acc: 0.6164, top5_acc: 0.8187, loss_cls: 1.6641, loss: 1.6641, grad_norm: 5.3428 2021-02-05 19:30:09,334 - mmaction - INFO - Epoch [49][2120/3757] lr: 1.000e-02, eta: 1 day, 22:46:54, time: 1.165, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8180, loss_cls: 1.7480, loss: 1.7480, grad_norm: 5.3398 2021-02-05 19:31:56,920 - mmaction - INFO - Epoch [49][2140/3757] lr: 1.000e-02, eta: 1 day, 22:49:31, time: 5.379, data_time: 0.000, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8195, loss_cls: 1.6908, loss: 1.6908, grad_norm: 5.5231 2021-02-05 19:33:25,290 - mmaction - INFO - Epoch [49][2160/3757] lr: 1.000e-02, eta: 1 day, 22:51:31, time: 4.418, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8031, loss_cls: 1.7938, loss: 1.7938, grad_norm: 5.5518 2021-02-05 19:34:02,346 - mmaction - INFO - Epoch [49][2180/3757] lr: 1.000e-02, eta: 1 day, 22:51:51, time: 1.852, data_time: 0.720, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8281, loss_cls: 1.6606, loss: 1.6606, grad_norm: 5.3104 2021-02-05 19:35:18,413 - mmaction - INFO - Epoch [49][2200/3757] lr: 1.000e-02, eta: 1 day, 22:53:27, time: 3.804, data_time: 0.001, memory: 7141, top1_acc: 0.5602, top5_acc: 0.8117, loss_cls: 1.7596, loss: 1.7596, grad_norm: 5.5909 2021-02-05 19:36:40,515 - mmaction - INFO - Epoch [49][2220/3757] lr: 1.000e-02, eta: 1 day, 22:55:15, time: 4.106, data_time: 0.001, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8172, loss_cls: 1.7266, loss: 1.7266, grad_norm: 5.2573 2021-02-05 19:37:35,331 - mmaction - INFO - Epoch [49][2240/3757] lr: 1.000e-02, eta: 1 day, 22:56:09, time: 2.740, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8078, loss_cls: 1.7379, loss: 1.7379, grad_norm: 5.2445 2021-02-05 19:38:35,603 - mmaction - INFO - Epoch [49][2260/3757] lr: 1.000e-02, eta: 1 day, 22:57:14, time: 3.014, data_time: 0.001, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8164, loss_cls: 1.7064, loss: 1.7064, grad_norm: 5.3980 2021-02-05 19:39:59,196 - mmaction - INFO - Epoch [49][2280/3757] lr: 1.000e-02, eta: 1 day, 22:59:05, time: 4.180, data_time: 0.000, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8227, loss_cls: 1.6816, loss: 1.6816, grad_norm: 5.4566 2021-02-05 19:41:51,156 - mmaction - INFO - Epoch [49][2300/3757] lr: 1.000e-02, eta: 1 day, 23:01:49, time: 5.598, data_time: 0.001, memory: 7141, top1_acc: 0.5547, top5_acc: 0.7828, loss_cls: 1.8714, loss: 1.8714, grad_norm: 5.6318 2021-02-05 19:42:51,393 - mmaction - INFO - Epoch [49][2320/3757] lr: 1.000e-02, eta: 1 day, 23:02:54, time: 3.012, data_time: 0.001, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8187, loss_cls: 1.7055, loss: 1.7055, grad_norm: 5.5151 2021-02-05 19:44:07,016 - mmaction - INFO - Epoch [49][2340/3757] lr: 1.000e-02, eta: 1 day, 23:04:29, time: 3.781, data_time: 0.000, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8016, loss_cls: 1.7314, loss: 1.7314, grad_norm: 5.5062 2021-02-05 19:45:01,814 - mmaction - INFO - Epoch [49][2360/3757] lr: 1.000e-02, eta: 1 day, 23:05:23, time: 2.740, data_time: 0.749, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8039, loss_cls: 1.7587, loss: 1.7587, grad_norm: 5.2931 2021-02-05 19:46:04,362 - mmaction - INFO - Epoch [49][2380/3757] lr: 1.000e-02, eta: 1 day, 23:06:32, time: 3.127, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8109, loss_cls: 1.7668, loss: 1.7668, grad_norm: 5.6149 2021-02-05 19:47:22,095 - mmaction - INFO - Epoch [49][2400/3757] lr: 1.000e-02, eta: 1 day, 23:08:11, time: 3.887, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.7969, loss_cls: 1.7793, loss: 1.7793, grad_norm: 5.4495 2021-02-05 19:49:25,905 - mmaction - INFO - Epoch [49][2420/3757] lr: 1.000e-02, eta: 1 day, 23:11:18, time: 6.190, data_time: 1.327, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8117, loss_cls: 1.7145, loss: 1.7145, grad_norm: 5.3297 2021-02-05 19:49:41,806 - mmaction - INFO - Epoch [49][2440/3757] lr: 1.000e-02, eta: 1 day, 23:10:57, time: 0.794, data_time: 0.004, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8117, loss_cls: 1.7364, loss: 1.7364, grad_norm: 5.5233 2021-02-05 19:51:26,163 - mmaction - INFO - Epoch [49][2460/3757] lr: 1.000e-02, eta: 1 day, 23:13:26, time: 5.219, data_time: 1.477, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8031, loss_cls: 1.8256, loss: 1.8256, grad_norm: 5.6797 2021-02-05 19:52:36,867 - mmaction - INFO - Epoch [49][2480/3757] lr: 1.000e-02, eta: 1 day, 23:14:51, time: 3.535, data_time: 2.052, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7898, loss_cls: 1.8071, loss: 1.8071, grad_norm: 5.3552 2021-02-05 19:54:51,626 - mmaction - INFO - Epoch [49][2500/3757] lr: 1.000e-02, eta: 1 day, 23:18:19, time: 6.738, data_time: 1.148, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7812, loss_cls: 1.8441, loss: 1.8441, grad_norm: 5.5818 2021-02-05 19:55:53,225 - mmaction - INFO - Epoch [49][2520/3757] lr: 1.000e-02, eta: 1 day, 23:19:26, time: 3.080, data_time: 2.641, memory: 7141, top1_acc: 0.6172, top5_acc: 0.8305, loss_cls: 1.6401, loss: 1.6401, grad_norm: 5.2549 2021-02-05 19:57:20,718 - mmaction - INFO - Epoch [49][2540/3757] lr: 1.000e-02, eta: 1 day, 23:21:22, time: 4.374, data_time: 2.853, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8164, loss_cls: 1.7118, loss: 1.7118, grad_norm: 5.6336 2021-02-05 19:58:14,372 - mmaction - INFO - Epoch [49][2560/3757] lr: 1.000e-02, eta: 1 day, 23:22:14, time: 2.683, data_time: 1.170, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7906, loss_cls: 1.8062, loss: 1.8062, grad_norm: 5.4778 2021-02-05 20:00:18,454 - mmaction - INFO - Epoch [49][2580/3757] lr: 1.000e-02, eta: 1 day, 23:25:21, time: 6.203, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.7945, loss_cls: 1.8109, loss: 1.8109, grad_norm: 5.6150 2021-02-05 20:01:42,973 - mmaction - INFO - Epoch [49][2600/3757] lr: 1.000e-02, eta: 1 day, 23:27:12, time: 4.226, data_time: 2.428, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8203, loss_cls: 1.6527, loss: 1.6527, grad_norm: 5.4825 2021-02-05 20:02:57,968 - mmaction - INFO - Epoch [49][2620/3757] lr: 1.000e-02, eta: 1 day, 23:28:44, time: 3.750, data_time: 0.002, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7906, loss_cls: 1.8033, loss: 1.8033, grad_norm: 5.5449 2021-02-05 20:03:27,721 - mmaction - INFO - Epoch [49][2640/3757] lr: 1.000e-02, eta: 1 day, 23:28:49, time: 1.488, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.8035, loss: 1.8035, grad_norm: 5.4459 2021-02-05 20:04:34,681 - mmaction - INFO - Epoch [49][2660/3757] lr: 1.000e-02, eta: 1 day, 23:30:06, time: 3.348, data_time: 0.001, memory: 7141, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.7515, loss: 1.7515, grad_norm: 5.3643 2021-02-05 20:05:21,004 - mmaction - INFO - Epoch [49][2680/3757] lr: 1.000e-02, eta: 1 day, 23:30:43, time: 2.316, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8047, loss_cls: 1.7542, loss: 1.7542, grad_norm: 5.4100 2021-02-05 20:06:19,134 - mmaction - INFO - Epoch [49][2700/3757] lr: 1.000e-02, eta: 1 day, 23:31:43, time: 2.906, data_time: 2.447, memory: 7141, top1_acc: 0.6102, top5_acc: 0.8172, loss_cls: 1.6789, loss: 1.6789, grad_norm: 5.3606 2021-02-05 20:08:14,100 - mmaction - INFO - Epoch [49][2720/3757] lr: 1.000e-02, eta: 1 day, 23:34:32, time: 5.749, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8008, loss_cls: 1.7646, loss: 1.7646, grad_norm: 5.5933 2021-02-05 20:09:13,294 - mmaction - INFO - Epoch [49][2740/3757] lr: 1.000e-02, eta: 1 day, 23:35:33, time: 2.959, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.8063, loss_cls: 1.7835, loss: 1.7835, grad_norm: 5.6918 2021-02-05 20:10:29,225 - mmaction - INFO - Epoch [49][2760/3757] lr: 1.000e-02, eta: 1 day, 23:37:07, time: 3.797, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7914, loss_cls: 1.7960, loss: 1.7960, grad_norm: 5.8742 2021-02-05 20:11:43,759 - mmaction - INFO - Epoch [49][2780/3757] lr: 1.000e-02, eta: 1 day, 23:38:38, time: 3.727, data_time: 0.061, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7742, loss_cls: 1.8964, loss: 1.8964, grad_norm: 5.5886 2021-02-05 20:12:28,717 - mmaction - INFO - Epoch [49][2800/3757] lr: 1.000e-02, eta: 1 day, 23:39:12, time: 2.247, data_time: 0.001, memory: 7141, top1_acc: 0.6133, top5_acc: 0.8141, loss_cls: 1.6752, loss: 1.6752, grad_norm: 5.2069 2021-02-05 20:13:50,726 - mmaction - INFO - Epoch [49][2820/3757] lr: 1.000e-02, eta: 1 day, 23:40:57, time: 4.102, data_time: 0.002, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7906, loss_cls: 1.8093, loss: 1.8093, grad_norm: 5.4277 2021-02-05 20:14:39,683 - mmaction - INFO - Epoch [49][2840/3757] lr: 1.000e-02, eta: 1 day, 23:41:39, time: 2.448, data_time: 1.013, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8023, loss_cls: 1.7590, loss: 1.7590, grad_norm: 5.2966 2021-02-05 20:16:13,036 - mmaction - INFO - Epoch [49][2860/3757] lr: 1.000e-02, eta: 1 day, 23:43:46, time: 4.668, data_time: 0.001, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8063, loss_cls: 1.7354, loss: 1.7354, grad_norm: 5.4545 2021-02-05 20:16:55,094 - mmaction - INFO - Epoch [49][2880/3757] lr: 1.000e-02, eta: 1 day, 23:44:14, time: 2.102, data_time: 0.001, memory: 7141, top1_acc: 0.5961, top5_acc: 0.7969, loss_cls: 1.8160, loss: 1.8160, grad_norm: 5.5088 2021-02-05 20:18:27,316 - mmaction - INFO - Epoch [49][2900/3757] lr: 1.000e-02, eta: 1 day, 23:46:19, time: 4.611, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.8117, loss_cls: 1.7649, loss: 1.7649, grad_norm: 5.5655 2021-02-05 20:18:53,378 - mmaction - INFO - Epoch [49][2920/3757] lr: 1.000e-02, eta: 1 day, 23:46:17, time: 1.304, data_time: 0.002, memory: 7141, top1_acc: 0.5836, top5_acc: 0.8117, loss_cls: 1.7508, loss: 1.7508, grad_norm: 5.5828 2021-02-05 20:20:09,466 - mmaction - INFO - Epoch [49][2940/3757] lr: 1.000e-02, eta: 1 day, 23:47:50, time: 3.805, data_time: 2.743, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8172, loss_cls: 1.6868, loss: 1.6868, grad_norm: 5.2786 2021-02-05 20:20:51,207 - mmaction - INFO - Epoch [49][2960/3757] lr: 1.000e-02, eta: 1 day, 23:48:18, time: 2.087, data_time: 0.001, memory: 7141, top1_acc: 0.5727, top5_acc: 0.7961, loss_cls: 1.8468, loss: 1.8468, grad_norm: 5.5495 2021-02-05 20:21:52,676 - mmaction - INFO - Epoch [49][2980/3757] lr: 1.000e-02, eta: 1 day, 23:49:23, time: 3.073, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8086, loss_cls: 1.7583, loss: 1.7583, grad_norm: 5.4731 2021-02-05 20:22:48,125 - mmaction - INFO - Epoch [49][3000/3757] lr: 1.000e-02, eta: 1 day, 23:50:17, time: 2.771, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8016, loss_cls: 1.8176, loss: 1.8176, grad_norm: 5.6298 2021-02-05 20:23:43,380 - mmaction - INFO - Epoch [49][3020/3757] lr: 1.000e-02, eta: 1 day, 23:51:10, time: 2.765, data_time: 0.003, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8063, loss_cls: 1.8186, loss: 1.8186, grad_norm: 5.5559 2021-02-05 20:25:06,248 - mmaction - INFO - Epoch [49][3040/3757] lr: 1.000e-02, eta: 1 day, 23:52:57, time: 4.143, data_time: 0.001, memory: 7141, top1_acc: 0.6016, top5_acc: 0.7992, loss_cls: 1.7546, loss: 1.7546, grad_norm: 5.2344 2021-02-05 20:26:04,144 - mmaction - INFO - Epoch [49][3060/3757] lr: 1.000e-02, eta: 1 day, 23:53:55, time: 2.894, data_time: 0.188, memory: 7141, top1_acc: 0.5742, top5_acc: 0.7961, loss_cls: 1.7751, loss: 1.7751, grad_norm: 5.3348 2021-02-05 20:26:44,462 - mmaction - INFO - Epoch [49][3080/3757] lr: 1.000e-02, eta: 1 day, 23:54:20, time: 2.016, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8102, loss_cls: 1.7575, loss: 1.7575, grad_norm: 5.2771 2021-02-05 20:27:17,993 - mmaction - INFO - Epoch [49][3100/3757] lr: 1.000e-02, eta: 1 day, 23:54:31, time: 1.677, data_time: 0.001, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8266, loss_cls: 1.6367, loss: 1.6367, grad_norm: 5.1262 2021-02-05 20:28:46,394 - mmaction - INFO - Epoch [49][3120/3757] lr: 1.000e-02, eta: 1 day, 23:56:28, time: 4.420, data_time: 1.009, memory: 7141, top1_acc: 0.6070, top5_acc: 0.8133, loss_cls: 1.6913, loss: 1.6913, grad_norm: 5.4513 2021-02-05 20:30:08,494 - mmaction - INFO - Epoch [49][3140/3757] lr: 1.000e-02, eta: 1 day, 23:58:12, time: 4.104, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7836, loss_cls: 1.8787, loss: 1.8787, grad_norm: 5.6391 2021-02-05 20:31:29,844 - mmaction - INFO - Epoch [49][3160/3757] lr: 1.000e-02, eta: 1 day, 23:59:55, time: 4.068, data_time: 3.620, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7992, loss_cls: 1.7777, loss: 1.7777, grad_norm: 5.3688 2021-02-05 20:32:18,661 - mmaction - INFO - Epoch [49][3180/3757] lr: 1.000e-02, eta: 2 days, 0:00:36, time: 2.440, data_time: 0.405, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8078, loss_cls: 1.7515, loss: 1.7515, grad_norm: 5.3062 2021-02-05 20:33:43,178 - mmaction - INFO - Epoch [49][3200/3757] lr: 1.000e-02, eta: 2 days, 0:02:25, time: 4.226, data_time: 0.002, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8102, loss_cls: 1.7532, loss: 1.7532, grad_norm: 5.5087 2021-02-05 20:35:59,537 - mmaction - INFO - Epoch [49][3220/3757] lr: 1.000e-02, eta: 2 days, 0:05:52, time: 6.818, data_time: 4.085, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8008, loss_cls: 1.7959, loss: 1.7959, grad_norm: 5.5961 2021-02-05 20:37:41,043 - mmaction - INFO - Epoch [49][3240/3757] lr: 1.000e-02, eta: 2 days, 0:08:13, time: 5.076, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8125, loss_cls: 1.6972, loss: 1.6972, grad_norm: 5.3386 2021-02-05 20:39:07,906 - mmaction - INFO - Epoch [49][3260/3757] lr: 1.000e-02, eta: 2 days, 0:10:06, time: 4.343, data_time: 0.001, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8102, loss_cls: 1.6993, loss: 1.6993, grad_norm: 5.3493 2021-02-05 20:40:15,809 - mmaction - INFO - Epoch [49][3280/3757] lr: 1.000e-02, eta: 2 days, 0:11:23, time: 3.395, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8039, loss_cls: 1.7698, loss: 1.7698, grad_norm: 5.5449 2021-02-05 20:42:08,791 - mmaction - INFO - Epoch [49][3300/3757] lr: 1.000e-02, eta: 2 days, 0:14:05, time: 5.649, data_time: 0.001, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8078, loss_cls: 1.7302, loss: 1.7302, grad_norm: 5.4166 2021-02-05 20:43:57,767 - mmaction - INFO - Epoch [49][3320/3757] lr: 1.000e-02, eta: 2 days, 0:16:40, time: 5.449, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8141, loss_cls: 1.6913, loss: 1.6913, grad_norm: 5.5283 2021-02-05 20:45:14,947 - mmaction - INFO - Epoch [49][3340/3757] lr: 1.000e-02, eta: 2 days, 0:18:14, time: 3.858, data_time: 0.000, memory: 7141, top1_acc: 0.6164, top5_acc: 0.8180, loss_cls: 1.6224, loss: 1.6224, grad_norm: 5.2857 2021-02-05 20:46:20,404 - mmaction - INFO - Epoch [49][3360/3757] lr: 1.000e-02, eta: 2 days, 0:19:26, time: 3.273, data_time: 0.001, memory: 7141, top1_acc: 0.5648, top5_acc: 0.7953, loss_cls: 1.8050, loss: 1.8050, grad_norm: 5.5485 2021-02-05 20:48:16,438 - mmaction - INFO - Epoch [49][3380/3757] lr: 1.000e-02, eta: 2 days, 0:22:14, time: 5.801, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.7273, loss: 1.7273, grad_norm: 5.6023 2021-02-05 20:49:46,602 - mmaction - INFO - Epoch [49][3400/3757] lr: 1.000e-02, eta: 2 days, 0:24:12, time: 4.509, data_time: 1.517, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8109, loss_cls: 1.7476, loss: 1.7476, grad_norm: 5.4913 2021-02-05 20:51:11,698 - mmaction - INFO - Epoch [49][3420/3757] lr: 1.000e-02, eta: 2 days, 0:26:01, time: 4.254, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8180, loss_cls: 1.7467, loss: 1.7467, grad_norm: 5.3874 2021-02-05 20:54:01,026 - mmaction - INFO - Epoch [49][3440/3757] lr: 1.000e-02, eta: 2 days, 0:30:30, time: 8.466, data_time: 0.001, memory: 7141, top1_acc: 0.5961, top5_acc: 0.8031, loss_cls: 1.7365, loss: 1.7365, grad_norm: 5.4236 2021-02-05 20:56:30,121 - mmaction - INFO - Epoch [49][3460/3757] lr: 1.000e-02, eta: 2 days, 0:34:20, time: 7.456, data_time: 1.060, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8055, loss_cls: 1.6984, loss: 1.6984, grad_norm: 5.4849 2021-02-05 20:58:25,472 - mmaction - INFO - Epoch [49][3480/3757] lr: 1.000e-02, eta: 2 days, 0:37:06, time: 5.767, data_time: 0.212, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8031, loss_cls: 1.7443, loss: 1.7443, grad_norm: 5.3399 2021-02-05 21:01:19,449 - mmaction - INFO - Epoch [49][3500/3757] lr: 1.000e-02, eta: 2 days, 0:41:43, time: 8.695, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.7852, loss_cls: 1.8234, loss: 1.8234, grad_norm: 5.3541 2021-02-05 21:02:59,048 - mmaction - INFO - Epoch [49][3520/3757] lr: 1.000e-02, eta: 2 days, 0:43:59, time: 4.984, data_time: 0.010, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7992, loss_cls: 1.7628, loss: 1.7628, grad_norm: 5.3942 2021-02-05 21:05:52,475 - mmaction - INFO - Epoch [49][3540/3757] lr: 1.000e-02, eta: 2 days, 0:48:35, time: 8.671, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.8063, loss_cls: 1.7349, loss: 1.7349, grad_norm: 5.4491 2021-02-05 21:07:10,977 - mmaction - INFO - Epoch [49][3560/3757] lr: 1.000e-02, eta: 2 days, 0:50:11, time: 3.925, data_time: 3.469, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8023, loss_cls: 1.7034, loss: 1.7034, grad_norm: 5.6259 2021-02-05 21:09:19,401 - mmaction - INFO - Epoch [49][3580/3757] lr: 1.000e-02, eta: 2 days, 0:53:21, time: 6.420, data_time: 3.837, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8094, loss_cls: 1.7737, loss: 1.7737, grad_norm: 5.5034 2021-02-05 21:10:40,265 - mmaction - INFO - Epoch [49][3600/3757] lr: 1.000e-02, eta: 2 days, 0:55:01, time: 4.043, data_time: 1.341, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8164, loss_cls: 1.7060, loss: 1.7060, grad_norm: 5.3830 2021-02-05 21:13:22,899 - mmaction - INFO - Epoch [49][3620/3757] lr: 1.000e-02, eta: 2 days, 0:59:15, time: 8.133, data_time: 4.276, memory: 7141, top1_acc: 0.6172, top5_acc: 0.8117, loss_cls: 1.6402, loss: 1.6402, grad_norm: 5.1649 2021-02-05 21:14:34,506 - mmaction - INFO - Epoch [49][3640/3757] lr: 1.000e-02, eta: 2 days, 1:00:38, time: 3.578, data_time: 0.001, memory: 7141, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.8201, loss: 1.8201, grad_norm: 5.7433 2021-02-05 21:16:31,434 - mmaction - INFO - Epoch [49][3660/3757] lr: 1.000e-02, eta: 2 days, 1:03:26, time: 5.848, data_time: 3.090, memory: 7141, top1_acc: 0.5852, top5_acc: 0.7992, loss_cls: 1.7893, loss: 1.7893, grad_norm: 5.5029 2021-02-05 21:18:25,621 - mmaction - INFO - Epoch [49][3680/3757] lr: 1.000e-02, eta: 2 days, 1:06:08, time: 5.709, data_time: 1.362, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8203, loss_cls: 1.7115, loss: 1.7115, grad_norm: 5.6233 2021-02-05 21:20:37,050 - mmaction - INFO - Epoch [49][3700/3757] lr: 1.000e-02, eta: 2 days, 1:09:24, time: 6.571, data_time: 0.000, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8023, loss_cls: 1.7971, loss: 1.7971, grad_norm: 5.4950 2021-02-05 21:22:15,040 - mmaction - INFO - Epoch [49][3720/3757] lr: 1.000e-02, eta: 2 days, 1:11:35, time: 4.900, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8141, loss_cls: 1.7179, loss: 1.7179, grad_norm: 5.5274 2021-02-05 21:23:54,668 - mmaction - INFO - Epoch [49][3740/3757] lr: 1.000e-02, eta: 2 days, 1:13:50, time: 4.981, data_time: 0.000, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7984, loss_cls: 1.8345, loss: 1.8345, grad_norm: 5.4664 2021-02-05 21:25:35,321 - mmaction - INFO - Saving checkpoint at 49 epochs 2021-02-05 21:26:11,479 - mmaction - INFO - Epoch [50][20/3757] lr: 1.000e-02, eta: 2 days, 1:13:18, time: 1.770, data_time: 1.301, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8187, loss_cls: 1.7004, loss: 1.7004, grad_norm: 5.4439 2021-02-05 21:26:20,375 - mmaction - INFO - Epoch [50][40/3757] lr: 1.000e-02, eta: 2 days, 1:12:42, time: 0.445, data_time: 0.006, memory: 7141, top1_acc: 0.5852, top5_acc: 0.7859, loss_cls: 1.7846, loss: 1.7846, grad_norm: 5.3249 2021-02-05 21:26:29,158 - mmaction - INFO - Epoch [50][60/3757] lr: 1.000e-02, eta: 2 days, 1:12:05, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6141, top5_acc: 0.8164, loss_cls: 1.6295, loss: 1.6295, grad_norm: 5.2872 2021-02-05 21:26:37,948 - mmaction - INFO - Epoch [50][80/3757] lr: 1.000e-02, eta: 2 days, 1:11:28, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5969, top5_acc: 0.7984, loss_cls: 1.6985, loss: 1.6985, grad_norm: 5.3815 2021-02-05 21:26:46,741 - mmaction - INFO - Epoch [50][100/3757] lr: 1.000e-02, eta: 2 days, 1:10:51, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6078, top5_acc: 0.8297, loss_cls: 1.5883, loss: 1.5883, grad_norm: 5.2922 2021-02-05 21:26:55,521 - mmaction - INFO - Epoch [50][120/3757] lr: 1.000e-02, eta: 2 days, 1:10:14, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8180, loss_cls: 1.7231, loss: 1.7231, grad_norm: 5.4267 2021-02-05 21:27:04,369 - mmaction - INFO - Epoch [50][140/3757] lr: 1.000e-02, eta: 2 days, 1:09:38, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8117, loss_cls: 1.7059, loss: 1.7059, grad_norm: 5.3492 2021-02-05 21:27:13,201 - mmaction - INFO - Epoch [50][160/3757] lr: 1.000e-02, eta: 2 days, 1:09:01, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8094, loss_cls: 1.6853, loss: 1.6853, grad_norm: 5.3960 2021-02-05 21:27:22,045 - mmaction - INFO - Epoch [50][180/3757] lr: 1.000e-02, eta: 2 days, 1:08:24, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8141, loss_cls: 1.7391, loss: 1.7391, grad_norm: 5.5903 2021-02-05 21:27:30,932 - mmaction - INFO - Epoch [50][200/3757] lr: 1.000e-02, eta: 2 days, 1:07:48, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6086, top5_acc: 0.8320, loss_cls: 1.6279, loss: 1.6279, grad_norm: 5.2701 2021-02-05 21:27:39,824 - mmaction - INFO - Epoch [50][220/3757] lr: 1.000e-02, eta: 2 days, 1:07:11, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8102, loss_cls: 1.7341, loss: 1.7341, grad_norm: 5.5810 2021-02-05 21:27:48,721 - mmaction - INFO - Epoch [50][240/3757] lr: 1.000e-02, eta: 2 days, 1:06:35, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8242, loss_cls: 1.6652, loss: 1.6652, grad_norm: 5.2283 2021-02-05 21:27:57,582 - mmaction - INFO - Epoch [50][260/3757] lr: 1.000e-02, eta: 2 days, 1:05:58, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8227, loss_cls: 1.6886, loss: 1.6886, grad_norm: 5.5364 2021-02-05 21:28:06,491 - mmaction - INFO - Epoch [50][280/3757] lr: 1.000e-02, eta: 2 days, 1:05:22, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8195, loss_cls: 1.6869, loss: 1.6869, grad_norm: 5.5655 2021-02-05 21:28:15,333 - mmaction - INFO - Epoch [50][300/3757] lr: 1.000e-02, eta: 2 days, 1:04:45, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8195, loss_cls: 1.6942, loss: 1.6942, grad_norm: 5.5825 2021-02-05 21:28:24,203 - mmaction - INFO - Epoch [50][320/3757] lr: 1.000e-02, eta: 2 days, 1:04:09, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7483, loss: 1.7483, grad_norm: 5.6153 2021-02-05 21:28:33,175 - mmaction - INFO - Epoch [50][340/3757] lr: 1.000e-02, eta: 2 days, 1:03:32, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8055, loss_cls: 1.6987, loss: 1.6987, grad_norm: 5.2533 2021-02-05 21:28:42,090 - mmaction - INFO - Epoch [50][360/3757] lr: 1.000e-02, eta: 2 days, 1:02:56, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6023, top5_acc: 0.8078, loss_cls: 1.7111, loss: 1.7111, grad_norm: 5.3143 2021-02-05 21:28:51,015 - mmaction - INFO - Epoch [50][380/3757] lr: 1.000e-02, eta: 2 days, 1:02:20, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8211, loss_cls: 1.6884, loss: 1.6884, grad_norm: 5.5268 2021-02-05 21:28:59,913 - mmaction - INFO - Epoch [50][400/3757] lr: 1.000e-02, eta: 2 days, 1:01:43, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8148, loss_cls: 1.6872, loss: 1.6872, grad_norm: 5.4523 2021-02-05 21:29:08,807 - mmaction - INFO - Epoch [50][420/3757] lr: 1.000e-02, eta: 2 days, 1:01:07, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8195, loss_cls: 1.6671, loss: 1.6671, grad_norm: 5.5165 2021-02-05 21:29:17,651 - mmaction - INFO - Epoch [50][440/3757] lr: 1.000e-02, eta: 2 days, 1:00:30, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6039, top5_acc: 0.8219, loss_cls: 1.6962, loss: 1.6962, grad_norm: 5.5067 2021-02-05 21:29:26,627 - mmaction - INFO - Epoch [50][460/3757] lr: 1.000e-02, eta: 2 days, 0:59:54, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.5633, top5_acc: 0.8016, loss_cls: 1.7736, loss: 1.7736, grad_norm: 5.6210 2021-02-05 21:29:35,440 - mmaction - INFO - Epoch [50][480/3757] lr: 1.000e-02, eta: 2 days, 0:59:17, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5930, top5_acc: 0.8094, loss_cls: 1.7546, loss: 1.7546, grad_norm: 5.4236 2021-02-05 21:29:44,373 - mmaction - INFO - Epoch [50][500/3757] lr: 1.000e-02, eta: 2 days, 0:58:41, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8289, loss_cls: 1.6827, loss: 1.6827, grad_norm: 5.3409 2021-02-05 21:29:53,336 - mmaction - INFO - Epoch [50][520/3757] lr: 1.000e-02, eta: 2 days, 0:58:05, time: 0.448, data_time: 0.002, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7930, loss_cls: 1.8314, loss: 1.8314, grad_norm: 5.4583 2021-02-05 21:30:02,234 - mmaction - INFO - Epoch [50][540/3757] lr: 1.000e-02, eta: 2 days, 0:57:29, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5758, top5_acc: 0.7992, loss_cls: 1.8256, loss: 1.8256, grad_norm: 5.7059 2021-02-05 21:30:11,248 - mmaction - INFO - Epoch [50][560/3757] lr: 1.000e-02, eta: 2 days, 0:56:52, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8156, loss_cls: 1.6494, loss: 1.6494, grad_norm: 5.3867 2021-02-05 21:30:20,204 - mmaction - INFO - Epoch [50][580/3757] lr: 1.000e-02, eta: 2 days, 0:56:16, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8016, loss_cls: 1.7357, loss: 1.7357, grad_norm: 5.4311 2021-02-05 21:30:29,106 - mmaction - INFO - Epoch [50][600/3757] lr: 1.000e-02, eta: 2 days, 0:55:40, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.7178, loss: 1.7178, grad_norm: 5.5100 2021-02-05 21:30:38,042 - mmaction - INFO - Epoch [50][620/3757] lr: 1.000e-02, eta: 2 days, 0:55:04, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6070, top5_acc: 0.8195, loss_cls: 1.6341, loss: 1.6341, grad_norm: 5.3293 2021-02-05 21:31:04,956 - mmaction - INFO - Epoch [50][640/3757] lr: 1.000e-02, eta: 2 days, 0:55:01, time: 1.346, data_time: 0.898, memory: 7141, top1_acc: 0.5773, top5_acc: 0.7914, loss_cls: 1.7776, loss: 1.7776, grad_norm: 5.4915 2021-02-05 21:31:14,299 - mmaction - INFO - Epoch [50][660/3757] lr: 1.000e-02, eta: 2 days, 0:54:26, time: 0.466, data_time: 0.026, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8086, loss_cls: 1.7007, loss: 1.7007, grad_norm: 5.3073 2021-02-05 21:31:58,577 - mmaction - INFO - Epoch [50][680/3757] lr: 1.000e-02, eta: 2 days, 0:54:55, time: 2.214, data_time: 1.758, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7653, loss: 1.7653, grad_norm: 5.5447 2021-02-05 21:32:07,390 - mmaction - INFO - Epoch [50][700/3757] lr: 1.000e-02, eta: 2 days, 0:54:19, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8227, loss_cls: 1.6877, loss: 1.6877, grad_norm: 5.3893 2021-02-05 21:32:16,205 - mmaction - INFO - Epoch [50][720/3757] lr: 1.000e-02, eta: 2 days, 0:53:43, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8117, loss_cls: 1.7063, loss: 1.7063, grad_norm: 5.4377 2021-02-05 21:32:35,054 - mmaction - INFO - Epoch [50][740/3757] lr: 1.000e-02, eta: 2 days, 0:53:25, time: 0.942, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8266, loss_cls: 1.6599, loss: 1.6599, grad_norm: 5.6417 2021-02-05 21:32:43,910 - mmaction - INFO - Epoch [50][760/3757] lr: 1.000e-02, eta: 2 days, 0:52:49, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8031, loss_cls: 1.7289, loss: 1.7289, grad_norm: 5.4765 2021-02-05 21:32:56,376 - mmaction - INFO - Epoch [50][780/3757] lr: 1.000e-02, eta: 2 days, 0:52:19, time: 0.623, data_time: 0.026, memory: 7141, top1_acc: 0.6047, top5_acc: 0.8234, loss_cls: 1.6064, loss: 1.6064, grad_norm: 5.4174 2021-02-05 21:33:05,227 - mmaction - INFO - Epoch [50][800/3757] lr: 1.000e-02, eta: 2 days, 0:51:43, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6047, top5_acc: 0.8195, loss_cls: 1.6778, loss: 1.6778, grad_norm: 5.3379 2021-02-05 21:33:56,968 - mmaction - INFO - Epoch [50][820/3757] lr: 1.000e-02, eta: 2 days, 0:52:26, time: 2.587, data_time: 2.142, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8047, loss_cls: 1.7638, loss: 1.7638, grad_norm: 5.8041 2021-02-05 21:34:05,762 - mmaction - INFO - Epoch [50][840/3757] lr: 1.000e-02, eta: 2 days, 0:51:50, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8008, loss_cls: 1.8148, loss: 1.8148, grad_norm: 5.4252 2021-02-05 21:34:42,126 - mmaction - INFO - Epoch [50][860/3757] lr: 1.000e-02, eta: 2 days, 0:52:05, time: 1.818, data_time: 1.022, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8039, loss_cls: 1.7270, loss: 1.7270, grad_norm: 5.4084 2021-02-05 21:34:50,913 - mmaction - INFO - Epoch [50][880/3757] lr: 1.000e-02, eta: 2 days, 0:51:28, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7914, loss_cls: 1.8689, loss: 1.8689, grad_norm: 5.4733 2021-02-05 21:35:13,602 - mmaction - INFO - Epoch [50][900/3757] lr: 1.000e-02, eta: 2 days, 0:51:18, time: 1.134, data_time: 0.691, memory: 7141, top1_acc: 0.6109, top5_acc: 0.8336, loss_cls: 1.5876, loss: 1.5876, grad_norm: 5.2394 2021-02-05 21:35:22,400 - mmaction - INFO - Epoch [50][920/3757] lr: 1.000e-02, eta: 2 days, 0:50:41, time: 0.439, data_time: 0.002, memory: 7141, top1_acc: 0.6008, top5_acc: 0.7992, loss_cls: 1.7274, loss: 1.7274, grad_norm: 5.4088 2021-02-05 21:35:52,816 - mmaction - INFO - Epoch [50][940/3757] lr: 1.000e-02, eta: 2 days, 0:50:45, time: 1.522, data_time: 0.002, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8102, loss_cls: 1.6658, loss: 1.6658, grad_norm: 5.3911 2021-02-05 21:36:01,690 - mmaction - INFO - Epoch [50][960/3757] lr: 1.000e-02, eta: 2 days, 0:50:09, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6102, top5_acc: 0.8156, loss_cls: 1.6804, loss: 1.6804, grad_norm: 5.5723 2021-02-05 21:36:33,189 - mmaction - INFO - Epoch [50][980/3757] lr: 1.000e-02, eta: 2 days, 0:50:15, time: 1.576, data_time: 1.126, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8180, loss_cls: 1.6873, loss: 1.6873, grad_norm: 5.6123 2021-02-05 21:36:41,995 - mmaction - INFO - Epoch [50][1000/3757] lr: 1.000e-02, eta: 2 days, 0:49:38, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5859, top5_acc: 0.7969, loss_cls: 1.7884, loss: 1.7884, grad_norm: 5.4964 2021-02-05 21:37:00,642 - mmaction - INFO - Epoch [50][1020/3757] lr: 1.000e-02, eta: 2 days, 0:49:20, time: 0.933, data_time: 0.455, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8063, loss_cls: 1.7599, loss: 1.7599, grad_norm: 5.4092 2021-02-05 21:37:09,467 - mmaction - INFO - Epoch [50][1040/3757] lr: 1.000e-02, eta: 2 days, 0:48:44, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.7961, loss_cls: 1.7658, loss: 1.7658, grad_norm: 5.5531 2021-02-05 21:37:42,747 - mmaction - INFO - Epoch [50][1060/3757] lr: 1.000e-02, eta: 2 days, 0:48:53, time: 1.664, data_time: 1.216, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7977, loss_cls: 1.7409, loss: 1.7409, grad_norm: 5.5992 2021-02-05 21:38:04,670 - mmaction - INFO - Epoch [50][1080/3757] lr: 1.000e-02, eta: 2 days, 0:48:41, time: 1.097, data_time: 0.657, memory: 7141, top1_acc: 0.6055, top5_acc: 0.8195, loss_cls: 1.6907, loss: 1.6907, grad_norm: 5.3160 2021-02-05 21:38:13,473 - mmaction - INFO - Epoch [50][1100/3757] lr: 1.000e-02, eta: 2 days, 0:48:05, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8156, loss_cls: 1.6932, loss: 1.6932, grad_norm: 5.3244 2021-02-05 21:38:53,858 - mmaction - INFO - Epoch [50][1120/3757] lr: 1.000e-02, eta: 2 days, 0:48:27, time: 2.019, data_time: 1.577, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8133, loss_cls: 1.7154, loss: 1.7154, grad_norm: 5.5132 2021-02-05 21:39:18,233 - mmaction - INFO - Epoch [50][1140/3757] lr: 1.000e-02, eta: 2 days, 0:48:20, time: 1.219, data_time: 0.775, memory: 7141, top1_acc: 0.5820, top5_acc: 0.7922, loss_cls: 1.7695, loss: 1.7695, grad_norm: 5.3793 2021-02-05 21:39:27,017 - mmaction - INFO - Epoch [50][1160/3757] lr: 1.000e-02, eta: 2 days, 0:47:43, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.5992, top5_acc: 0.8148, loss_cls: 1.6973, loss: 1.6973, grad_norm: 5.5043 2021-02-05 21:40:10,782 - mmaction - INFO - Epoch [50][1180/3757] lr: 1.000e-02, eta: 2 days, 0:48:12, time: 2.188, data_time: 0.000, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8227, loss_cls: 1.6711, loss: 1.6711, grad_norm: 5.5929 2021-02-05 21:40:37,027 - mmaction - INFO - Epoch [50][1200/3757] lr: 1.000e-02, eta: 2 days, 0:48:08, time: 1.312, data_time: 0.001, memory: 7141, top1_acc: 0.5750, top5_acc: 0.8258, loss_cls: 1.6982, loss: 1.6982, grad_norm: 5.6041 2021-02-05 21:40:45,826 - mmaction - INFO - Epoch [50][1220/3757] lr: 1.000e-02, eta: 2 days, 0:47:32, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8133, loss_cls: 1.7307, loss: 1.7307, grad_norm: 5.4513 2021-02-05 21:40:54,590 - mmaction - INFO - Epoch [50][1240/3757] lr: 1.000e-02, eta: 2 days, 0:46:55, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.5664, top5_acc: 0.8000, loss_cls: 1.8299, loss: 1.8299, grad_norm: 5.7506 2021-02-05 21:41:03,406 - mmaction - INFO - Epoch [50][1260/3757] lr: 1.000e-02, eta: 2 days, 0:46:19, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7930, loss_cls: 1.8132, loss: 1.8132, grad_norm: 5.5364 2021-02-05 21:41:12,264 - mmaction - INFO - Epoch [50][1280/3757] lr: 1.000e-02, eta: 2 days, 0:45:43, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6133, top5_acc: 0.8172, loss_cls: 1.6497, loss: 1.6497, grad_norm: 5.2740 2021-02-05 21:41:47,195 - mmaction - INFO - Epoch [50][1300/3757] lr: 1.000e-02, eta: 2 days, 0:45:55, time: 1.747, data_time: 0.001, memory: 7141, top1_acc: 0.6094, top5_acc: 0.8258, loss_cls: 1.6187, loss: 1.6187, grad_norm: 5.1027 2021-02-05 21:42:06,731 - mmaction - INFO - Epoch [50][1320/3757] lr: 1.000e-02, eta: 2 days, 0:45:38, time: 0.977, data_time: 0.132, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8133, loss_cls: 1.7229, loss: 1.7229, grad_norm: 5.4325 2021-02-05 21:42:15,701 - mmaction - INFO - Epoch [50][1340/3757] lr: 1.000e-02, eta: 2 days, 0:45:02, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8172, loss_cls: 1.6946, loss: 1.6946, grad_norm: 5.3935 2021-02-05 21:43:06,323 - mmaction - INFO - Epoch [50][1360/3757] lr: 1.000e-02, eta: 2 days, 0:45:43, time: 2.532, data_time: 1.317, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8078, loss_cls: 1.7083, loss: 1.7083, grad_norm: 5.6069 2021-02-05 21:43:37,612 - mmaction - INFO - Epoch [50][1380/3757] lr: 1.000e-02, eta: 2 days, 0:45:49, time: 1.564, data_time: 0.024, memory: 7141, top1_acc: 0.5844, top5_acc: 0.7992, loss_cls: 1.7740, loss: 1.7740, grad_norm: 5.3848 2021-02-05 21:44:46,478 - mmaction - INFO - Epoch [50][1400/3757] lr: 1.000e-02, eta: 2 days, 0:47:03, time: 3.445, data_time: 2.988, memory: 7141, top1_acc: 0.5672, top5_acc: 0.7969, loss_cls: 1.8046, loss: 1.8046, grad_norm: 5.5378 2021-02-05 21:45:58,370 - mmaction - INFO - Epoch [50][1420/3757] lr: 1.000e-02, eta: 2 days, 0:48:24, time: 3.594, data_time: 3.150, memory: 7141, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6582, loss: 1.6582, grad_norm: 5.3520 2021-02-05 21:47:20,021 - mmaction - INFO - Epoch [50][1440/3757] lr: 1.000e-02, eta: 2 days, 0:50:02, time: 4.082, data_time: 0.001, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7891, loss_cls: 1.7754, loss: 1.7754, grad_norm: 5.4833 2021-02-05 21:49:18,719 - mmaction - INFO - Epoch [50][1460/3757] lr: 1.000e-02, eta: 2 days, 0:52:49, time: 5.936, data_time: 0.001, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8109, loss_cls: 1.6839, loss: 1.6839, grad_norm: 5.3659 2021-02-05 21:50:27,323 - mmaction - INFO - Epoch [50][1480/3757] lr: 1.000e-02, eta: 2 days, 0:54:03, time: 3.430, data_time: 1.381, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8086, loss_cls: 1.7176, loss: 1.7176, grad_norm: 5.5077 2021-02-05 21:52:22,566 - mmaction - INFO - Epoch [50][1500/3757] lr: 1.000e-02, eta: 2 days, 0:56:43, time: 5.763, data_time: 0.001, memory: 7141, top1_acc: 0.5820, top5_acc: 0.8227, loss_cls: 1.7278, loss: 1.7278, grad_norm: 5.6193 2021-02-05 21:54:04,702 - mmaction - INFO - Epoch [50][1520/3757] lr: 1.000e-02, eta: 2 days, 0:58:59, time: 5.107, data_time: 3.238, memory: 7141, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.6777, loss: 1.6777, grad_norm: 5.3682 2021-02-05 21:54:13,460 - mmaction - INFO - Epoch [50][1540/3757] lr: 1.000e-02, eta: 2 days, 0:58:22, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8039, loss_cls: 1.7641, loss: 1.7641, grad_norm: 5.4311 2021-02-05 21:54:46,368 - mmaction - INFO - Epoch [50][1560/3757] lr: 1.000e-02, eta: 2 days, 0:58:30, time: 1.645, data_time: 1.197, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7992, loss_cls: 1.7645, loss: 1.7645, grad_norm: 5.3235 2021-02-05 21:54:55,165 - mmaction - INFO - Epoch [50][1580/3757] lr: 1.000e-02, eta: 2 days, 0:57:53, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6039, top5_acc: 0.8133, loss_cls: 1.6987, loss: 1.6987, grad_norm: 5.2807 2021-02-05 21:55:54,419 - mmaction - INFO - Epoch [50][1600/3757] lr: 1.000e-02, eta: 2 days, 0:58:50, time: 2.963, data_time: 0.964, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8008, loss_cls: 1.7578, loss: 1.7578, grad_norm: 5.4122 2021-02-05 21:56:03,311 - mmaction - INFO - Epoch [50][1620/3757] lr: 1.000e-02, eta: 2 days, 0:58:14, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8047, loss_cls: 1.7270, loss: 1.7270, grad_norm: 5.5457 2021-02-05 21:56:12,184 - mmaction - INFO - Epoch [50][1640/3757] lr: 1.000e-02, eta: 2 days, 0:57:37, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5859, top5_acc: 0.8133, loss_cls: 1.7301, loss: 1.7301, grad_norm: 5.4132 2021-02-05 21:56:20,991 - mmaction - INFO - Epoch [50][1660/3757] lr: 1.000e-02, eta: 2 days, 0:57:01, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8172, loss_cls: 1.7548, loss: 1.7548, grad_norm: 5.3778 2021-02-05 21:56:29,879 - mmaction - INFO - Epoch [50][1680/3757] lr: 1.000e-02, eta: 2 days, 0:56:24, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5922, top5_acc: 0.7984, loss_cls: 1.7667, loss: 1.7667, grad_norm: 5.5253 2021-02-05 21:56:38,748 - mmaction - INFO - Epoch [50][1700/3757] lr: 1.000e-02, eta: 2 days, 0:55:48, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8211, loss_cls: 1.7237, loss: 1.7237, grad_norm: 5.4711 2021-02-05 21:56:47,564 - mmaction - INFO - Epoch [50][1720/3757] lr: 1.000e-02, eta: 2 days, 0:55:11, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5828, top5_acc: 0.7977, loss_cls: 1.7718, loss: 1.7718, grad_norm: 5.5639 2021-02-05 21:56:56,462 - mmaction - INFO - Epoch [50][1740/3757] lr: 1.000e-02, eta: 2 days, 0:54:35, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8094, loss_cls: 1.7341, loss: 1.7341, grad_norm: 5.4972 2021-02-05 21:57:05,381 - mmaction - INFO - Epoch [50][1760/3757] lr: 1.000e-02, eta: 2 days, 0:53:59, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.5891, top5_acc: 0.8164, loss_cls: 1.6417, loss: 1.6417, grad_norm: 5.5631 2021-02-05 21:57:39,688 - mmaction - INFO - Epoch [50][1780/3757] lr: 1.000e-02, eta: 2 days, 0:54:09, time: 1.716, data_time: 1.269, memory: 7141, top1_acc: 0.5742, top5_acc: 0.8016, loss_cls: 1.7733, loss: 1.7733, grad_norm: 5.4163 2021-02-05 21:58:30,778 - mmaction - INFO - Epoch [50][1800/3757] lr: 1.000e-02, eta: 2 days, 0:54:51, time: 2.555, data_time: 1.281, memory: 7141, top1_acc: 0.6102, top5_acc: 0.8273, loss_cls: 1.6128, loss: 1.6128, grad_norm: 5.1960 2021-02-05 21:58:39,549 - mmaction - INFO - Epoch [50][1820/3757] lr: 1.000e-02, eta: 2 days, 0:54:14, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8102, loss_cls: 1.7867, loss: 1.7867, grad_norm: 5.6602 2021-02-05 21:59:08,255 - mmaction - INFO - Epoch [50][1840/3757] lr: 1.000e-02, eta: 2 days, 0:54:14, time: 1.435, data_time: 0.996, memory: 7141, top1_acc: 0.6086, top5_acc: 0.8211, loss_cls: 1.6271, loss: 1.6271, grad_norm: 5.2262 2021-02-05 21:59:37,685 - mmaction - INFO - Epoch [50][1860/3757] lr: 1.000e-02, eta: 2 days, 0:54:16, time: 1.473, data_time: 0.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8172, loss_cls: 1.6853, loss: 1.6853, grad_norm: 5.4013 2021-02-05 22:00:12,285 - mmaction - INFO - Epoch [50][1880/3757] lr: 1.000e-02, eta: 2 days, 0:54:26, time: 1.730, data_time: 1.283, memory: 7141, top1_acc: 0.6000, top5_acc: 0.8195, loss_cls: 1.7056, loss: 1.7056, grad_norm: 5.4234 2021-02-05 22:00:28,351 - mmaction - INFO - Epoch [50][1900/3757] lr: 1.000e-02, eta: 2 days, 0:54:03, time: 0.803, data_time: 0.123, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8008, loss_cls: 1.7602, loss: 1.7602, grad_norm: 5.4693 2021-02-05 22:00:37,158 - mmaction - INFO - Epoch [50][1920/3757] lr: 1.000e-02, eta: 2 days, 0:53:27, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8000, loss_cls: 1.7491, loss: 1.7491, grad_norm: 5.1101 2021-02-05 22:01:39,290 - mmaction - INFO - Epoch [50][1940/3757] lr: 1.000e-02, eta: 2 days, 0:54:28, time: 3.107, data_time: 2.661, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7961, loss_cls: 1.7915, loss: 1.7915, grad_norm: 5.6759 2021-02-05 22:02:39,500 - mmaction - INFO - Epoch [50][1960/3757] lr: 1.000e-02, eta: 2 days, 0:55:26, time: 3.009, data_time: 2.565, memory: 7141, top1_acc: 0.6102, top5_acc: 0.8156, loss_cls: 1.6326, loss: 1.6326, grad_norm: 5.1803 2021-02-05 22:03:12,769 - mmaction - INFO - Epoch [50][1980/3757] lr: 1.000e-02, eta: 2 days, 0:55:34, time: 1.664, data_time: 0.002, memory: 7141, top1_acc: 0.5867, top5_acc: 0.7945, loss_cls: 1.7410, loss: 1.7410, grad_norm: 5.4415 2021-02-05 22:03:37,683 - mmaction - INFO - Epoch [50][2000/3757] lr: 1.000e-02, eta: 2 days, 0:55:27, time: 1.246, data_time: 0.001, memory: 7141, top1_acc: 0.5797, top5_acc: 0.8117, loss_cls: 1.6914, loss: 1.6914, grad_norm: 5.4436 2021-02-05 22:04:15,346 - mmaction - INFO - Epoch [50][2020/3757] lr: 1.000e-02, eta: 2 days, 0:55:44, time: 1.884, data_time: 1.428, memory: 7141, top1_acc: 0.6008, top5_acc: 0.8078, loss_cls: 1.7440, loss: 1.7440, grad_norm: 5.6328 2021-02-05 22:04:51,837 - mmaction - INFO - Epoch [50][2040/3757] lr: 1.000e-02, eta: 2 days, 0:55:58, time: 1.825, data_time: 0.000, memory: 7141, top1_acc: 0.6070, top5_acc: 0.8297, loss_cls: 1.6019, loss: 1.6019, grad_norm: 5.2151 2021-02-05 22:05:25,273 - mmaction - INFO - Epoch [50][2060/3757] lr: 1.000e-02, eta: 2 days, 0:56:07, time: 1.672, data_time: 1.227, memory: 7141, top1_acc: 0.5609, top5_acc: 0.8023, loss_cls: 1.8053, loss: 1.8053, grad_norm: 5.5963 2021-02-05 22:05:57,255 - mmaction - INFO - Epoch [50][2080/3757] lr: 1.000e-02, eta: 2 days, 0:56:13, time: 1.599, data_time: 1.137, memory: 7141, top1_acc: 0.5750, top5_acc: 0.7961, loss_cls: 1.7673, loss: 1.7673, grad_norm: 5.3380 2021-02-05 22:07:16,006 - mmaction - INFO - Epoch [50][2100/3757] lr: 1.000e-02, eta: 2 days, 0:57:44, time: 3.938, data_time: 3.489, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8141, loss_cls: 1.7388, loss: 1.7388, grad_norm: 5.2907 2021-02-05 22:07:24,857 - mmaction - INFO - Epoch [50][2120/3757] lr: 1.000e-02, eta: 2 days, 0:57:08, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6141, top5_acc: 0.8125, loss_cls: 1.6743, loss: 1.6743, grad_norm: 5.3725 2021-02-05 22:08:21,028 - mmaction - INFO - Epoch [50][2140/3757] lr: 1.000e-02, eta: 2 days, 0:57:58, time: 2.809, data_time: 2.355, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8023, loss_cls: 1.7169, loss: 1.7169, grad_norm: 5.4858 2021-02-05 22:08:53,979 - mmaction - INFO - Epoch [50][2160/3757] lr: 1.000e-02, eta: 2 days, 0:58:05, time: 1.647, data_time: 1.207, memory: 7141, top1_acc: 0.5734, top5_acc: 0.7930, loss_cls: 1.8316, loss: 1.8316, grad_norm: 5.4907 2021-02-05 22:09:27,335 - mmaction - INFO - Epoch [50][2180/3757] lr: 1.000e-02, eta: 2 days, 0:58:14, time: 1.668, data_time: 1.211, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8078, loss_cls: 1.7596, loss: 1.7596, grad_norm: 5.3954 2021-02-05 22:09:50,846 - mmaction - INFO - Epoch [50][2200/3757] lr: 1.000e-02, eta: 2 days, 0:58:04, time: 1.175, data_time: 0.731, memory: 7141, top1_acc: 0.5938, top5_acc: 0.8102, loss_cls: 1.7116, loss: 1.7116, grad_norm: 5.2999 2021-02-05 22:10:52,582 - mmaction - INFO - Epoch [50][2220/3757] lr: 1.000e-02, eta: 2 days, 0:59:04, time: 3.086, data_time: 2.630, memory: 7141, top1_acc: 0.5992, top5_acc: 0.8086, loss_cls: 1.6999, loss: 1.6999, grad_norm: 5.1887 2021-02-05 22:11:48,681 - mmaction - INFO - Epoch [50][2240/3757] lr: 1.000e-02, eta: 2 days, 0:59:54, time: 2.806, data_time: 1.087, memory: 7141, top1_acc: 0.6125, top5_acc: 0.8273, loss_cls: 1.6414, loss: 1.6414, grad_norm: 5.2706 2021-02-05 22:12:14,914 - mmaction - INFO - Epoch [50][2260/3757] lr: 1.000e-02, eta: 2 days, 0:59:49, time: 1.312, data_time: 0.001, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8047, loss_cls: 1.7394, loss: 1.7394, grad_norm: 5.6813 2021-02-05 22:12:23,884 - mmaction - INFO - Epoch [50][2280/3757] lr: 1.000e-02, eta: 2 days, 0:59:13, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.5953, top5_acc: 0.8039, loss_cls: 1.7224, loss: 1.7224, grad_norm: 5.5404 2021-02-05 22:12:32,730 - mmaction - INFO - Epoch [50][2300/3757] lr: 1.000e-02, eta: 2 days, 0:58:37, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.7930, loss_cls: 1.8121, loss: 1.8121, grad_norm: 5.3783 2021-02-05 22:13:02,553 - mmaction - INFO - Epoch [50][2320/3757] lr: 1.000e-02, eta: 2 days, 0:58:38, time: 1.492, data_time: 1.047, memory: 7141, top1_acc: 0.5570, top5_acc: 0.7812, loss_cls: 1.8889, loss: 1.8889, grad_norm: 5.4612 2021-02-05 22:13:35,781 - mmaction - INFO - Epoch [50][2340/3757] lr: 1.000e-02, eta: 2 days, 0:58:46, time: 1.660, data_time: 1.221, memory: 7141, top1_acc: 0.5906, top5_acc: 0.8125, loss_cls: 1.7396, loss: 1.7396, grad_norm: 5.2762 2021-02-05 22:14:40,134 - mmaction - INFO - Epoch [50][2360/3757] lr: 1.000e-02, eta: 2 days, 0:59:51, time: 3.219, data_time: 1.273, memory: 7141, top1_acc: 0.6086, top5_acc: 0.8164, loss_cls: 1.6675, loss: 1.6675, grad_norm: 5.1336 2021-02-05 22:15:19,951 - mmaction - INFO - Epoch [50][2380/3757] lr: 1.000e-02, eta: 2 days, 1:00:11, time: 1.991, data_time: 0.000, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8055, loss_cls: 1.7128, loss: 1.7128, grad_norm: 5.1922 2021-02-05 22:16:48,187 - mmaction - INFO - Epoch [50][2400/3757] lr: 1.000e-02, eta: 2 days, 1:01:59, time: 4.411, data_time: 0.001, memory: 7141, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6597, loss: 1.6597, grad_norm: 5.3689 2021-02-05 22:17:11,129 - mmaction - INFO - Epoch [50][2420/3757] lr: 1.000e-02, eta: 2 days, 1:01:48, time: 1.147, data_time: 0.700, memory: 7141, top1_acc: 0.5641, top5_acc: 0.7984, loss_cls: 1.8259, loss: 1.8259, grad_norm: 5.4693 2021-02-05 22:17:38,357 - mmaction - INFO - Epoch [50][2440/3757] lr: 1.000e-02, eta: 2 days, 1:01:45, time: 1.360, data_time: 0.917, memory: 7141, top1_acc: 0.6102, top5_acc: 0.8289, loss_cls: 1.5986, loss: 1.5986, grad_norm: 5.1010 2021-02-05 22:19:01,564 - mmaction - INFO - Epoch [50][2460/3757] lr: 1.000e-02, eta: 2 days, 1:03:24, time: 4.160, data_time: 3.102, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8141, loss_cls: 1.7626, loss: 1.7626, grad_norm: 5.4518 2021-02-05 22:20:24,666 - mmaction - INFO - Epoch [50][2480/3757] lr: 1.000e-02, eta: 2 days, 1:05:03, time: 4.156, data_time: 2.364, memory: 7141, top1_acc: 0.5680, top5_acc: 0.7969, loss_cls: 1.8092, loss: 1.8092, grad_norm: 5.5047 2021-02-05 22:21:18,059 - mmaction - INFO - Epoch [50][2500/3757] lr: 1.000e-02, eta: 2 days, 1:05:47, time: 2.670, data_time: 0.001, memory: 7141, top1_acc: 0.6094, top5_acc: 0.8078, loss_cls: 1.6612, loss: 1.6612, grad_norm: 5.3150 2021-02-05 22:22:27,165 - mmaction - INFO - Epoch [50][2520/3757] lr: 1.000e-02, eta: 2 days, 1:07:00, time: 3.455, data_time: 0.001, memory: 7141, top1_acc: 0.5695, top5_acc: 0.8047, loss_cls: 1.7466, loss: 1.7466, grad_norm: 5.5524 2021-02-05 22:22:52,697 - mmaction - INFO - Epoch [50][2540/3757] lr: 1.000e-02, eta: 2 days, 1:06:54, time: 1.276, data_time: 0.103, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7883, loss_cls: 1.8285, loss: 1.8285, grad_norm: 5.3637 2021-02-05 22:23:51,511 - mmaction - INFO - Epoch [50][2560/3757] lr: 1.000e-02, eta: 2 days, 1:07:48, time: 2.941, data_time: 1.166, memory: 7141, top1_acc: 0.5703, top5_acc: 0.7891, loss_cls: 1.7821, loss: 1.7821, grad_norm: 5.3111 2021-02-05 22:24:56,572 - mmaction - INFO - Epoch [50][2580/3757] lr: 1.000e-02, eta: 2 days, 1:08:54, time: 3.255, data_time: 2.796, memory: 7141, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.7774, loss: 1.7774, grad_norm: 5.5559 2021-02-05 22:26:17,443 - mmaction - INFO - Epoch [50][2600/3757] lr: 1.000e-02, eta: 2 days, 1:10:28, time: 4.043, data_time: 0.000, memory: 7141, top1_acc: 0.5844, top5_acc: 0.8117, loss_cls: 1.7473, loss: 1.7473, grad_norm: 5.4329 2021-02-05 22:27:20,701 - mmaction - INFO - Epoch [50][2620/3757] lr: 1.000e-02, eta: 2 days, 1:11:30, time: 3.162, data_time: 1.027, memory: 7141, top1_acc: 0.6086, top5_acc: 0.8250, loss_cls: 1.6808, loss: 1.6808, grad_norm: 5.5969 2021-02-05 22:28:27,205 - mmaction - INFO - Epoch [50][2640/3757] lr: 1.000e-02, eta: 2 days, 1:12:38, time: 3.325, data_time: 2.870, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8125, loss_cls: 1.7571, loss: 1.7571, grad_norm: 5.3691 2021-02-05 22:29:50,043 - mmaction - INFO - Epoch [50][2660/3757] lr: 1.000e-02, eta: 2 days, 1:14:16, time: 4.143, data_time: 3.687, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8031, loss_cls: 1.7748, loss: 1.7748, grad_norm: 5.4935 2021-02-05 22:31:11,373 - mmaction - INFO - Epoch [50][2680/3757] lr: 1.000e-02, eta: 2 days, 1:15:50, time: 4.066, data_time: 1.734, memory: 7141, top1_acc: 0.6141, top5_acc: 0.8125, loss_cls: 1.6338, loss: 1.6338, grad_norm: 5.4428 2021-02-05 22:32:08,657 - mmaction - INFO - Epoch [50][2700/3757] lr: 1.000e-02, eta: 2 days, 1:16:41, time: 2.864, data_time: 0.002, memory: 7141, top1_acc: 0.5883, top5_acc: 0.7984, loss_cls: 1.7388, loss: 1.7388, grad_norm: 5.6803 2021-02-05 22:33:26,487 - mmaction - INFO - Epoch [50][2720/3757] lr: 1.000e-02, eta: 2 days, 1:18:10, time: 3.892, data_time: 1.056, memory: 7141, top1_acc: 0.5984, top5_acc: 0.8211, loss_cls: 1.6845, loss: 1.6845, grad_norm: 5.5066 2021-02-05 22:34:47,238 - mmaction - INFO - Epoch [50][2740/3757] lr: 1.000e-02, eta: 2 days, 1:19:43, time: 4.037, data_time: 1.141, memory: 7141, top1_acc: 0.6039, top5_acc: 0.8055, loss_cls: 1.7019, loss: 1.7019, grad_norm: 5.2458 2021-02-05 22:35:24,545 - mmaction - INFO - Epoch [50][2760/3757] lr: 1.000e-02, eta: 2 days, 1:19:58, time: 1.865, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.7977, loss_cls: 1.8136, loss: 1.8136, grad_norm: 5.4582 2021-02-05 22:37:10,009 - mmaction - INFO - Epoch [50][2780/3757] lr: 1.000e-02, eta: 2 days, 1:22:16, time: 5.273, data_time: 3.702, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8117, loss_cls: 1.7339, loss: 1.7339, grad_norm: 5.4940 2021-02-05 22:37:53,315 - mmaction - INFO - Epoch [50][2800/3757] lr: 1.000e-02, eta: 2 days, 1:22:42, time: 2.165, data_time: 0.001, memory: 7141, top1_acc: 0.6195, top5_acc: 0.8203, loss_cls: 1.6565, loss: 1.6565, grad_norm: 5.3105 2021-02-05 22:38:50,368 - mmaction - INFO - Epoch [50][2820/3757] lr: 1.000e-02, eta: 2 days, 1:23:32, time: 2.853, data_time: 0.001, memory: 7141, top1_acc: 0.6008, top5_acc: 0.7984, loss_cls: 1.7602, loss: 1.7602, grad_norm: 5.7014 2021-02-05 22:39:57,378 - mmaction - INFO - Epoch [50][2840/3757] lr: 1.000e-02, eta: 2 days, 1:24:40, time: 3.350, data_time: 0.001, memory: 7141, top1_acc: 0.5672, top5_acc: 0.8063, loss_cls: 1.7602, loss: 1.7602, grad_norm: 5.7153 2021-02-05 22:40:56,573 - mmaction - INFO - Epoch [50][2860/3757] lr: 1.000e-02, eta: 2 days, 1:25:35, time: 2.960, data_time: 0.001, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.7797, loss: 1.7797, grad_norm: 5.4857 2021-02-05 22:41:52,360 - mmaction - INFO - Epoch [50][2880/3757] lr: 1.000e-02, eta: 2 days, 1:26:22, time: 2.789, data_time: 1.235, memory: 7141, top1_acc: 0.5875, top5_acc: 0.8094, loss_cls: 1.7096, loss: 1.7096, grad_norm: 5.4620 2021-02-05 22:42:59,380 - mmaction - INFO - Epoch [50][2900/3757] lr: 1.000e-02, eta: 2 days, 1:27:31, time: 3.351, data_time: 2.475, memory: 7141, top1_acc: 0.5570, top5_acc: 0.8055, loss_cls: 1.7656, loss: 1.7656, grad_norm: 5.4809 2021-02-05 22:43:58,607 - mmaction - INFO - Epoch [50][2920/3757] lr: 1.000e-02, eta: 2 days, 1:28:25, time: 2.962, data_time: 2.494, memory: 7141, top1_acc: 0.5555, top5_acc: 0.7977, loss_cls: 1.8340, loss: 1.8340, grad_norm: 5.5763 2021-02-05 22:44:57,729 - mmaction - INFO - Epoch [50][2940/3757] lr: 1.000e-02, eta: 2 days, 1:29:19, time: 2.957, data_time: 0.001, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8406, loss_cls: 1.6308, loss: 1.6308, grad_norm: 5.4597 2021-02-05 22:46:10,144 - mmaction - INFO - Epoch [50][2960/3757] lr: 1.000e-02, eta: 2 days, 1:30:37, time: 3.621, data_time: 0.000, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8102, loss_cls: 1.6956, loss: 1.6956, grad_norm: 5.4826 2021-02-05 22:47:04,301 - mmaction - INFO - Epoch [50][2980/3757] lr: 1.000e-02, eta: 2 days, 1:31:21, time: 2.707, data_time: 0.001, memory: 7141, top1_acc: 0.5523, top5_acc: 0.8078, loss_cls: 1.8316, loss: 1.8316, grad_norm: 5.5113 2021-02-05 22:47:59,586 - mmaction - INFO - Epoch [50][3000/3757] lr: 1.000e-02, eta: 2 days, 1:32:08, time: 2.765, data_time: 0.027, memory: 7141, top1_acc: 0.5664, top5_acc: 0.7867, loss_cls: 1.8794, loss: 1.8794, grad_norm: 5.6405 2021-02-05 22:49:05,710 - mmaction - INFO - Epoch [50][3020/3757] lr: 1.000e-02, eta: 2 days, 1:33:14, time: 3.306, data_time: 1.465, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8109, loss_cls: 1.7019, loss: 1.7019, grad_norm: 5.4758 2021-02-05 22:50:10,095 - mmaction - INFO - Epoch [50][3040/3757] lr: 1.000e-02, eta: 2 days, 1:34:18, time: 3.220, data_time: 0.001, memory: 7141, top1_acc: 0.6125, top5_acc: 0.8234, loss_cls: 1.6656, loss: 1.6656, grad_norm: 5.2728 2021-02-05 22:51:14,806 - mmaction - INFO - Epoch [50][3060/3757] lr: 1.000e-02, eta: 2 days, 1:35:21, time: 3.236, data_time: 2.278, memory: 7141, top1_acc: 0.5734, top5_acc: 0.8055, loss_cls: 1.7701, loss: 1.7701, grad_norm: 5.5861 2021-02-05 22:52:46,099 - mmaction - INFO - Epoch [50][3080/3757] lr: 1.000e-02, eta: 2 days, 1:37:13, time: 4.565, data_time: 0.001, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8000, loss_cls: 1.7496, loss: 1.7496, grad_norm: 5.3795 2021-02-05 22:53:21,306 - mmaction - INFO - Epoch [50][3100/3757] lr: 1.000e-02, eta: 2 days, 1:37:23, time: 1.760, data_time: 0.166, memory: 7141, top1_acc: 0.5992, top5_acc: 0.8180, loss_cls: 1.6961, loss: 1.6961, grad_norm: 5.5621 2021-02-05 22:54:29,640 - mmaction - INFO - Epoch [50][3120/3757] lr: 1.000e-02, eta: 2 days, 1:38:33, time: 3.417, data_time: 0.001, memory: 7141, top1_acc: 0.5781, top5_acc: 0.8133, loss_cls: 1.7688, loss: 1.7688, grad_norm: 5.6884 2021-02-05 22:55:35,873 - mmaction - INFO - Epoch [50][3140/3757] lr: 1.000e-02, eta: 2 days, 1:39:39, time: 3.311, data_time: 0.000, memory: 7141, top1_acc: 0.5641, top5_acc: 0.8047, loss_cls: 1.8328, loss: 1.8328, grad_norm: 5.7731 2021-02-05 22:56:04,600 - mmaction - INFO - Epoch [50][3160/3757] lr: 1.000e-02, eta: 2 days, 1:39:38, time: 1.437, data_time: 0.001, memory: 7141, top1_acc: 0.5766, top5_acc: 0.8117, loss_cls: 1.7363, loss: 1.7363, grad_norm: 5.3534 2021-02-05 22:57:41,453 - mmaction - INFO - Epoch [50][3180/3757] lr: 1.000e-02, eta: 2 days, 1:41:39, time: 4.842, data_time: 2.669, memory: 7141, top1_acc: 0.5852, top5_acc: 0.8086, loss_cls: 1.7178, loss: 1.7178, grad_norm: 5.3681 2021-02-05 22:58:32,105 - mmaction - INFO - Epoch [50][3200/3757] lr: 1.000e-02, eta: 2 days, 1:42:17, time: 2.533, data_time: 2.068, memory: 7141, top1_acc: 0.5680, top5_acc: 0.8016, loss_cls: 1.7951, loss: 1.7951, grad_norm: 5.5367 2021-02-05 22:59:34,421 - mmaction - INFO - Epoch [50][3220/3757] lr: 1.000e-02, eta: 2 days, 1:43:16, time: 3.116, data_time: 2.345, memory: 7141, top1_acc: 0.6055, top5_acc: 0.8258, loss_cls: 1.6269, loss: 1.6269, grad_norm: 5.4261 2021-02-05 23:00:25,234 - mmaction - INFO - Epoch [50][3240/3757] lr: 1.000e-02, eta: 2 days, 1:43:55, time: 2.541, data_time: 0.895, memory: 7141, top1_acc: 0.5875, top5_acc: 0.7992, loss_cls: 1.7869, loss: 1.7869, grad_norm: 5.5440 2021-02-05 23:00:51,107 - mmaction - INFO - Epoch [50][3260/3757] lr: 1.000e-02, eta: 2 days, 1:43:48, time: 1.293, data_time: 0.852, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8148, loss_cls: 1.7283, loss: 1.7283, grad_norm: 5.3696 2021-02-05 23:01:40,937 - mmaction - INFO - Epoch [50][3280/3757] lr: 1.000e-02, eta: 2 days, 1:44:24, time: 2.491, data_time: 0.995, memory: 7141, top1_acc: 0.6039, top5_acc: 0.8047, loss_cls: 1.7603, loss: 1.7603, grad_norm: 5.5970 2021-02-05 23:02:37,931 - mmaction - INFO - Epoch [50][3300/3757] lr: 1.000e-02, eta: 2 days, 1:45:14, time: 2.850, data_time: 1.189, memory: 7141, top1_acc: 0.5687, top5_acc: 0.7961, loss_cls: 1.8013, loss: 1.8013, grad_norm: 5.6252 2021-02-05 23:03:34,017 - mmaction - INFO - Epoch [50][3320/3757] lr: 1.000e-02, eta: 2 days, 1:46:01, time: 2.805, data_time: 1.031, memory: 7141, top1_acc: 0.5625, top5_acc: 0.7961, loss_cls: 1.8794, loss: 1.8794, grad_norm: 5.6199 2021-02-05 23:04:48,642 - mmaction - INFO - Epoch [50][3340/3757] lr: 1.000e-02, eta: 2 days, 1:47:22, time: 3.731, data_time: 0.000, memory: 7141, top1_acc: 0.5805, top5_acc: 0.8164, loss_cls: 1.7210, loss: 1.7210, grad_norm: 5.0705 2021-02-05 23:05:20,590 - mmaction - INFO - Epoch [50][3360/3757] lr: 1.000e-02, eta: 2 days, 1:47:26, time: 1.597, data_time: 1.145, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8109, loss_cls: 1.7182, loss: 1.7182, grad_norm: 5.3714 2021-02-05 23:06:58,480 - mmaction - INFO - Epoch [50][3380/3757] lr: 1.000e-02, eta: 2 days, 1:49:29, time: 4.895, data_time: 3.493, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8109, loss_cls: 1.7477, loss: 1.7477, grad_norm: 5.4848 2021-02-05 23:07:48,521 - mmaction - INFO - Epoch [50][3400/3757] lr: 1.000e-02, eta: 2 days, 1:50:05, time: 2.502, data_time: 2.053, memory: 7141, top1_acc: 0.5594, top5_acc: 0.7859, loss_cls: 1.8387, loss: 1.8387, grad_norm: 5.4746 2021-02-05 23:08:40,210 - mmaction - INFO - Epoch [50][3420/3757] lr: 1.000e-02, eta: 2 days, 1:50:45, time: 2.584, data_time: 1.161, memory: 7141, top1_acc: 0.6055, top5_acc: 0.8109, loss_cls: 1.6932, loss: 1.6932, grad_norm: 5.2837 2021-02-05 23:09:44,437 - mmaction - INFO - Epoch [50][3440/3757] lr: 1.000e-02, eta: 2 days, 1:51:47, time: 3.212, data_time: 0.001, memory: 7141, top1_acc: 0.5813, top5_acc: 0.8180, loss_cls: 1.7462, loss: 1.7462, grad_norm: 5.3856 2021-02-05 23:10:08,711 - mmaction - INFO - Epoch [50][3460/3757] lr: 1.000e-02, eta: 2 days, 1:51:37, time: 1.214, data_time: 0.000, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8047, loss_cls: 1.7162, loss: 1.7162, grad_norm: 5.3025 2021-02-05 23:11:11,402 - mmaction - INFO - Epoch [50][3480/3757] lr: 1.000e-02, eta: 2 days, 1:52:36, time: 3.134, data_time: 0.000, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8047, loss_cls: 1.7123, loss: 1.7123, grad_norm: 5.1468 2021-02-05 23:11:37,079 - mmaction - INFO - Epoch [50][3500/3757] lr: 1.000e-02, eta: 2 days, 1:52:29, time: 1.284, data_time: 0.001, memory: 7141, top1_acc: 0.5773, top5_acc: 0.8102, loss_cls: 1.7540, loss: 1.7540, grad_norm: 5.3113 2021-02-05 23:12:21,982 - mmaction - INFO - Epoch [50][3520/3757] lr: 1.000e-02, eta: 2 days, 1:52:56, time: 2.245, data_time: 0.638, memory: 7141, top1_acc: 0.5836, top5_acc: 0.7961, loss_cls: 1.7058, loss: 1.7058, grad_norm: 5.1570 2021-02-05 23:12:31,321 - mmaction - INFO - Epoch [50][3540/3757] lr: 1.000e-02, eta: 2 days, 1:52:19, time: 0.468, data_time: 0.001, memory: 7141, top1_acc: 0.5914, top5_acc: 0.8187, loss_cls: 1.7308, loss: 1.7308, grad_norm: 5.6645 2021-02-05 23:12:55,585 - mmaction - INFO - Epoch [50][3560/3757] lr: 1.000e-02, eta: 2 days, 1:52:10, time: 1.213, data_time: 0.000, memory: 7141, top1_acc: 0.5789, top5_acc: 0.8031, loss_cls: 1.7679, loss: 1.7679, grad_norm: 5.3693 2021-02-05 23:13:44,402 - mmaction - INFO - Epoch [50][3580/3757] lr: 1.000e-02, eta: 2 days, 1:52:44, time: 2.440, data_time: 1.994, memory: 7141, top1_acc: 0.5977, top5_acc: 0.8078, loss_cls: 1.7174, loss: 1.7174, grad_norm: 5.4011 2021-02-05 23:14:46,807 - mmaction - INFO - Epoch [50][3600/3757] lr: 1.000e-02, eta: 2 days, 1:53:42, time: 3.121, data_time: 2.677, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8180, loss_cls: 1.6784, loss: 1.6784, grad_norm: 5.4254 2021-02-05 23:15:41,844 - mmaction - INFO - Epoch [50][3620/3757] lr: 1.000e-02, eta: 2 days, 1:54:27, time: 2.752, data_time: 1.635, memory: 7141, top1_acc: 0.5883, top5_acc: 0.8008, loss_cls: 1.7709, loss: 1.7709, grad_norm: 5.4969 2021-02-05 23:16:40,719 - mmaction - INFO - Epoch [50][3640/3757] lr: 1.000e-02, eta: 2 days, 1:55:19, time: 2.943, data_time: 1.296, memory: 7141, top1_acc: 0.5867, top5_acc: 0.8078, loss_cls: 1.7351, loss: 1.7351, grad_norm: 5.2742 2021-02-05 23:17:24,930 - mmaction - INFO - Epoch [50][3660/3757] lr: 1.000e-02, eta: 2 days, 1:55:45, time: 2.211, data_time: 1.760, memory: 7141, top1_acc: 0.5578, top5_acc: 0.7992, loss_cls: 1.8223, loss: 1.8223, grad_norm: 5.7510 2021-02-05 23:18:58,574 - mmaction - INFO - Epoch [50][3680/3757] lr: 1.000e-02, eta: 2 days, 1:57:39, time: 4.682, data_time: 1.001, memory: 7141, top1_acc: 0.5898, top5_acc: 0.8141, loss_cls: 1.7201, loss: 1.7201, grad_norm: 5.3822 2021-02-05 23:20:33,785 - mmaction - INFO - Epoch [50][3700/3757] lr: 1.000e-02, eta: 2 days, 1:59:36, time: 4.761, data_time: 3.030, memory: 7141, top1_acc: 0.5867, top5_acc: 0.7930, loss_cls: 1.7771, loss: 1.7771, grad_norm: 5.4078 2021-02-05 23:21:53,394 - mmaction - INFO - Epoch [50][3720/3757] lr: 1.000e-02, eta: 2 days, 2:01:05, time: 3.981, data_time: 2.569, memory: 7141, top1_acc: 0.5563, top5_acc: 0.8086, loss_cls: 1.7563, loss: 1.7563, grad_norm: 5.6258 2021-02-05 23:22:17,483 - mmaction - INFO - Epoch [50][3740/3757] lr: 1.000e-02, eta: 2 days, 2:00:54, time: 1.204, data_time: 0.133, memory: 7141, top1_acc: 0.5922, top5_acc: 0.8187, loss_cls: 1.7209, loss: 1.7209, grad_norm: 5.4288 2021-02-05 23:23:02,989 - mmaction - INFO - Saving checkpoint at 50 epochs 2021-02-05 23:23:28,157 - mmaction - INFO - Epoch [51][20/3757] lr: 1.000e-03, eta: 2 days, 2:00:00, time: 1.236, data_time: 0.795, memory: 7141, top1_acc: 0.5945, top5_acc: 0.8133, loss_cls: 1.6725, loss: 1.6725, grad_norm: 5.2021 2021-02-05 23:23:36,965 - mmaction - INFO - Epoch [51][40/3757] lr: 1.000e-03, eta: 2 days, 1:59:22, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.5969, top5_acc: 0.8117, loss_cls: 1.6767, loss: 1.6767, grad_norm: 5.2018 2021-02-05 23:23:45,783 - mmaction - INFO - Epoch [51][60/3757] lr: 1.000e-03, eta: 2 days, 1:58:45, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6094, top5_acc: 0.8203, loss_cls: 1.6228, loss: 1.6228, grad_norm: 5.0554 2021-02-05 23:23:54,525 - mmaction - INFO - Epoch [51][80/3757] lr: 1.000e-03, eta: 2 days, 1:58:07, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.6109, top5_acc: 0.8156, loss_cls: 1.6137, loss: 1.6137, grad_norm: 5.1004 2021-02-05 23:24:03,297 - mmaction - INFO - Epoch [51][100/3757] lr: 1.000e-03, eta: 2 days, 1:57:29, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.6281, top5_acc: 0.8305, loss_cls: 1.5714, loss: 1.5714, grad_norm: 5.0502 2021-02-05 23:24:12,136 - mmaction - INFO - Epoch [51][120/3757] lr: 1.000e-03, eta: 2 days, 1:56:52, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6219, top5_acc: 0.8414, loss_cls: 1.5209, loss: 1.5209, grad_norm: 5.0441 2021-02-05 23:24:20,979 - mmaction - INFO - Epoch [51][140/3757] lr: 1.000e-03, eta: 2 days, 1:56:14, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6312, top5_acc: 0.8359, loss_cls: 1.5434, loss: 1.5434, grad_norm: 5.1314 2021-02-05 23:24:29,902 - mmaction - INFO - Epoch [51][160/3757] lr: 1.000e-03, eta: 2 days, 1:55:37, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.6328, top5_acc: 0.8313, loss_cls: 1.5507, loss: 1.5507, grad_norm: 4.9963 2021-02-05 23:24:38,750 - mmaction - INFO - Epoch [51][180/3757] lr: 1.000e-03, eta: 2 days, 1:54:59, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6492, top5_acc: 0.8398, loss_cls: 1.5006, loss: 1.5006, grad_norm: 4.9694 2021-02-05 23:24:47,628 - mmaction - INFO - Epoch [51][200/3757] lr: 1.000e-03, eta: 2 days, 1:54:22, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4475, loss: 1.4475, grad_norm: 4.9627 2021-02-05 23:24:56,519 - mmaction - INFO - Epoch [51][220/3757] lr: 1.000e-03, eta: 2 days, 1:53:44, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6016, top5_acc: 0.8227, loss_cls: 1.6649, loss: 1.6649, grad_norm: 5.3097 2021-02-05 23:25:05,427 - mmaction - INFO - Epoch [51][240/3757] lr: 1.000e-03, eta: 2 days, 1:53:07, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.4870, loss: 1.4870, grad_norm: 4.9005 2021-02-05 23:25:14,384 - mmaction - INFO - Epoch [51][260/3757] lr: 1.000e-03, eta: 2 days, 1:52:30, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6164, top5_acc: 0.8398, loss_cls: 1.5420, loss: 1.5420, grad_norm: 5.1991 2021-02-05 23:25:23,294 - mmaction - INFO - Epoch [51][280/3757] lr: 1.000e-03, eta: 2 days, 1:51:52, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6281, top5_acc: 0.8336, loss_cls: 1.5710, loss: 1.5710, grad_norm: 5.1560 2021-02-05 23:25:32,119 - mmaction - INFO - Epoch [51][300/3757] lr: 1.000e-03, eta: 2 days, 1:51:15, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6273, top5_acc: 0.8352, loss_cls: 1.5216, loss: 1.5216, grad_norm: 4.9742 2021-02-05 23:25:41,046 - mmaction - INFO - Epoch [51][320/3757] lr: 1.000e-03, eta: 2 days, 1:50:38, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4737, loss: 1.4737, grad_norm: 5.0007 2021-02-05 23:25:49,958 - mmaction - INFO - Epoch [51][340/3757] lr: 1.000e-03, eta: 2 days, 1:50:00, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6320, top5_acc: 0.8445, loss_cls: 1.4882, loss: 1.4882, grad_norm: 5.0872 2021-02-05 23:25:58,899 - mmaction - INFO - Epoch [51][360/3757] lr: 1.000e-03, eta: 2 days, 1:49:23, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6328, top5_acc: 0.8477, loss_cls: 1.5376, loss: 1.5376, grad_norm: 5.1788 2021-02-05 23:26:07,821 - mmaction - INFO - Epoch [51][380/3757] lr: 1.000e-03, eta: 2 days, 1:48:46, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6391, top5_acc: 0.8375, loss_cls: 1.4815, loss: 1.4815, grad_norm: 5.1577 2021-02-05 23:26:16,803 - mmaction - INFO - Epoch [51][400/3757] lr: 1.000e-03, eta: 2 days, 1:48:09, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6367, top5_acc: 0.8406, loss_cls: 1.4828, loss: 1.4828, grad_norm: 5.2750 2021-02-05 23:26:25,728 - mmaction - INFO - Epoch [51][420/3757] lr: 1.000e-03, eta: 2 days, 1:47:31, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6188, top5_acc: 0.8367, loss_cls: 1.5645, loss: 1.5645, grad_norm: 5.3856 2021-02-05 23:26:34,581 - mmaction - INFO - Epoch [51][440/3757] lr: 1.000e-03, eta: 2 days, 1:46:54, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6477, top5_acc: 0.8297, loss_cls: 1.5002, loss: 1.5002, grad_norm: 5.1423 2021-02-05 23:26:43,404 - mmaction - INFO - Epoch [51][460/3757] lr: 1.000e-03, eta: 2 days, 1:46:17, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6602, top5_acc: 0.8508, loss_cls: 1.4260, loss: 1.4260, grad_norm: 5.0569 2021-02-05 23:26:52,268 - mmaction - INFO - Epoch [51][480/3757] lr: 1.000e-03, eta: 2 days, 1:45:39, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6445, top5_acc: 0.8594, loss_cls: 1.4635, loss: 1.4635, grad_norm: 5.2550 2021-02-05 23:27:01,196 - mmaction - INFO - Epoch [51][500/3757] lr: 1.000e-03, eta: 2 days, 1:45:02, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6320, top5_acc: 0.8336, loss_cls: 1.5093, loss: 1.5093, grad_norm: 5.0537 2021-02-05 23:27:10,125 - mmaction - INFO - Epoch [51][520/3757] lr: 1.000e-03, eta: 2 days, 1:44:25, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8594, loss_cls: 1.3574, loss: 1.3574, grad_norm: 4.9178 2021-02-05 23:27:19,014 - mmaction - INFO - Epoch [51][540/3757] lr: 1.000e-03, eta: 2 days, 1:43:48, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.4627, loss: 1.4627, grad_norm: 5.1624 2021-02-05 23:27:27,927 - mmaction - INFO - Epoch [51][560/3757] lr: 1.000e-03, eta: 2 days, 1:43:11, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6383, top5_acc: 0.8344, loss_cls: 1.5033, loss: 1.5033, grad_norm: 5.1822 2021-02-05 23:27:36,857 - mmaction - INFO - Epoch [51][580/3757] lr: 1.000e-03, eta: 2 days, 1:42:33, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6367, top5_acc: 0.8398, loss_cls: 1.5235, loss: 1.5235, grad_norm: 5.1337 2021-02-05 23:27:45,793 - mmaction - INFO - Epoch [51][600/3757] lr: 1.000e-03, eta: 2 days, 1:41:56, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5822, loss: 1.5822, grad_norm: 5.4030 2021-02-05 23:27:54,735 - mmaction - INFO - Epoch [51][620/3757] lr: 1.000e-03, eta: 2 days, 1:41:19, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6203, top5_acc: 0.8187, loss_cls: 1.5616, loss: 1.5616, grad_norm: 5.1863 2021-02-05 23:28:03,705 - mmaction - INFO - Epoch [51][640/3757] lr: 1.000e-03, eta: 2 days, 1:40:42, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6227, top5_acc: 0.8234, loss_cls: 1.5548, loss: 1.5548, grad_norm: 5.4137 2021-02-05 23:28:12,653 - mmaction - INFO - Epoch [51][660/3757] lr: 1.000e-03, eta: 2 days, 1:40:05, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6359, top5_acc: 0.8211, loss_cls: 1.5442, loss: 1.5442, grad_norm: 5.0329 2021-02-05 23:28:21,639 - mmaction - INFO - Epoch [51][680/3757] lr: 1.000e-03, eta: 2 days, 1:39:28, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8422, loss_cls: 1.4147, loss: 1.4147, grad_norm: 4.9797 2021-02-05 23:28:30,554 - mmaction - INFO - Epoch [51][700/3757] lr: 1.000e-03, eta: 2 days, 1:38:51, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6562, top5_acc: 0.8516, loss_cls: 1.4183, loss: 1.4183, grad_norm: 4.9796 2021-02-05 23:28:39,539 - mmaction - INFO - Epoch [51][720/3757] lr: 1.000e-03, eta: 2 days, 1:38:14, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8633, loss_cls: 1.3015, loss: 1.3015, grad_norm: 4.9399 2021-02-05 23:28:48,451 - mmaction - INFO - Epoch [51][740/3757] lr: 1.000e-03, eta: 2 days, 1:37:37, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6383, top5_acc: 0.8484, loss_cls: 1.4582, loss: 1.4582, grad_norm: 5.1626 2021-02-05 23:28:57,385 - mmaction - INFO - Epoch [51][760/3757] lr: 1.000e-03, eta: 2 days, 1:37:00, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6445, top5_acc: 0.8453, loss_cls: 1.4653, loss: 1.4653, grad_norm: 5.2911 2021-02-05 23:29:06,388 - mmaction - INFO - Epoch [51][780/3757] lr: 1.000e-03, eta: 2 days, 1:36:23, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6383, top5_acc: 0.8328, loss_cls: 1.5008, loss: 1.5008, grad_norm: 5.2225 2021-02-05 23:29:15,283 - mmaction - INFO - Epoch [51][800/3757] lr: 1.000e-03, eta: 2 days, 1:35:46, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6461, top5_acc: 0.8508, loss_cls: 1.4744, loss: 1.4744, grad_norm: 5.1425 2021-02-05 23:29:24,204 - mmaction - INFO - Epoch [51][820/3757] lr: 1.000e-03, eta: 2 days, 1:35:09, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6430, top5_acc: 0.8516, loss_cls: 1.4236, loss: 1.4236, grad_norm: 5.2126 2021-02-05 23:29:33,075 - mmaction - INFO - Epoch [51][840/3757] lr: 1.000e-03, eta: 2 days, 1:34:32, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4152, loss: 1.4152, grad_norm: 5.2589 2021-02-05 23:29:41,967 - mmaction - INFO - Epoch [51][860/3757] lr: 1.000e-03, eta: 2 days, 1:33:55, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6430, top5_acc: 0.8445, loss_cls: 1.4953, loss: 1.4953, grad_norm: 5.3725 2021-02-05 23:29:50,937 - mmaction - INFO - Epoch [51][880/3757] lr: 1.000e-03, eta: 2 days, 1:33:18, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6523, top5_acc: 0.8508, loss_cls: 1.4031, loss: 1.4031, grad_norm: 5.1473 2021-02-05 23:29:59,872 - mmaction - INFO - Epoch [51][900/3757] lr: 1.000e-03, eta: 2 days, 1:32:41, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6398, top5_acc: 0.8562, loss_cls: 1.4496, loss: 1.4496, grad_norm: 5.1177 2021-02-05 23:30:21,535 - mmaction - INFO - Epoch [51][920/3757] lr: 1.000e-03, eta: 2 days, 1:32:26, time: 1.084, data_time: 0.001, memory: 7141, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.3959, loss: 1.3959, grad_norm: 5.1518 2021-02-05 23:30:30,475 - mmaction - INFO - Epoch [51][940/3757] lr: 1.000e-03, eta: 2 days, 1:31:49, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6188, top5_acc: 0.8227, loss_cls: 1.5504, loss: 1.5504, grad_norm: 5.2344 2021-02-05 23:30:39,457 - mmaction - INFO - Epoch [51][960/3757] lr: 1.000e-03, eta: 2 days, 1:31:12, time: 0.449, data_time: 0.004, memory: 7141, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4850, loss: 1.4850, grad_norm: 5.3475 2021-02-05 23:30:48,356 - mmaction - INFO - Epoch [51][980/3757] lr: 1.000e-03, eta: 2 days, 1:30:35, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6430, top5_acc: 0.8531, loss_cls: 1.4709, loss: 1.4709, grad_norm: 5.3107 2021-02-05 23:30:57,231 - mmaction - INFO - Epoch [51][1000/3757] lr: 1.000e-03, eta: 2 days, 1:29:58, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.4915, loss: 1.4915, grad_norm: 5.1397 2021-02-05 23:31:06,188 - mmaction - INFO - Epoch [51][1020/3757] lr: 1.000e-03, eta: 2 days, 1:29:22, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4259, loss: 1.4259, grad_norm: 4.9570 2021-02-05 23:31:15,086 - mmaction - INFO - Epoch [51][1040/3757] lr: 1.000e-03, eta: 2 days, 1:28:45, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.4215, loss: 1.4215, grad_norm: 5.0416 2021-02-05 23:31:24,101 - mmaction - INFO - Epoch [51][1060/3757] lr: 1.000e-03, eta: 2 days, 1:28:08, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.6656, top5_acc: 0.8555, loss_cls: 1.3934, loss: 1.3934, grad_norm: 5.0954 2021-02-05 23:32:39,010 - mmaction - INFO - Epoch [51][1080/3757] lr: 1.000e-03, eta: 2 days, 1:29:27, time: 3.745, data_time: 0.371, memory: 7141, top1_acc: 0.6547, top5_acc: 0.8414, loss_cls: 1.4297, loss: 1.4297, grad_norm: 5.1584 2021-02-05 23:32:47,784 - mmaction - INFO - Epoch [51][1100/3757] lr: 1.000e-03, eta: 2 days, 1:28:50, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6461, top5_acc: 0.8469, loss_cls: 1.4460, loss: 1.4460, grad_norm: 5.1619 2021-02-05 23:32:56,674 - mmaction - INFO - Epoch [51][1120/3757] lr: 1.000e-03, eta: 2 days, 1:28:13, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6648, top5_acc: 0.8469, loss_cls: 1.4331, loss: 1.4331, grad_norm: 5.2061 2021-02-05 23:33:05,486 - mmaction - INFO - Epoch [51][1140/3757] lr: 1.000e-03, eta: 2 days, 1:27:36, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8414, loss_cls: 1.4083, loss: 1.4083, grad_norm: 5.1294 2021-02-05 23:33:14,337 - mmaction - INFO - Epoch [51][1160/3757] lr: 1.000e-03, eta: 2 days, 1:26:59, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6359, top5_acc: 0.8258, loss_cls: 1.4837, loss: 1.4837, grad_norm: 5.1683 2021-02-05 23:33:25,421 - mmaction - INFO - Epoch [51][1180/3757] lr: 1.000e-03, eta: 2 days, 1:26:26, time: 0.555, data_time: 0.002, memory: 7141, top1_acc: 0.6391, top5_acc: 0.8305, loss_cls: 1.4855, loss: 1.4855, grad_norm: 5.1641 2021-02-05 23:33:34,321 - mmaction - INFO - Epoch [51][1200/3757] lr: 1.000e-03, eta: 2 days, 1:25:49, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6594, top5_acc: 0.8391, loss_cls: 1.4806, loss: 1.4806, grad_norm: 5.1128 2021-02-05 23:33:43,216 - mmaction - INFO - Epoch [51][1220/3757] lr: 1.000e-03, eta: 2 days, 1:25:12, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6359, top5_acc: 0.8422, loss_cls: 1.4839, loss: 1.4839, grad_norm: 5.1628 2021-02-05 23:33:52,124 - mmaction - INFO - Epoch [51][1240/3757] lr: 1.000e-03, eta: 2 days, 1:24:35, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3624, loss: 1.3624, grad_norm: 5.0809 2021-02-05 23:34:01,028 - mmaction - INFO - Epoch [51][1260/3757] lr: 1.000e-03, eta: 2 days, 1:23:58, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6391, top5_acc: 0.8477, loss_cls: 1.4762, loss: 1.4762, grad_norm: 5.1417 2021-02-05 23:34:09,925 - mmaction - INFO - Epoch [51][1280/3757] lr: 1.000e-03, eta: 2 days, 1:23:21, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.4778, loss: 1.4778, grad_norm: 5.2167 2021-02-05 23:34:18,879 - mmaction - INFO - Epoch [51][1300/3757] lr: 1.000e-03, eta: 2 days, 1:22:44, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6484, top5_acc: 0.8539, loss_cls: 1.3867, loss: 1.3867, grad_norm: 5.1082 2021-02-05 23:34:27,779 - mmaction - INFO - Epoch [51][1320/3757] lr: 1.000e-03, eta: 2 days, 1:22:07, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6547, top5_acc: 0.8445, loss_cls: 1.4474, loss: 1.4474, grad_norm: 5.2171 2021-02-05 23:34:36,707 - mmaction - INFO - Epoch [51][1340/3757] lr: 1.000e-03, eta: 2 days, 1:21:31, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6617, top5_acc: 0.8383, loss_cls: 1.4361, loss: 1.4361, grad_norm: 5.1992 2021-02-05 23:34:45,646 - mmaction - INFO - Epoch [51][1360/3757] lr: 1.000e-03, eta: 2 days, 1:20:54, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6461, top5_acc: 0.8531, loss_cls: 1.4585, loss: 1.4585, grad_norm: 5.3411 2021-02-05 23:34:54,545 - mmaction - INFO - Epoch [51][1380/3757] lr: 1.000e-03, eta: 2 days, 1:20:17, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.4413, loss: 1.4413, grad_norm: 5.2631 2021-02-05 23:35:03,404 - mmaction - INFO - Epoch [51][1400/3757] lr: 1.000e-03, eta: 2 days, 1:19:40, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.4715, loss: 1.4715, grad_norm: 5.2589 2021-02-05 23:35:12,403 - mmaction - INFO - Epoch [51][1420/3757] lr: 1.000e-03, eta: 2 days, 1:19:04, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.6648, top5_acc: 0.8438, loss_cls: 1.4469, loss: 1.4469, grad_norm: 5.2226 2021-02-05 23:35:21,387 - mmaction - INFO - Epoch [51][1440/3757] lr: 1.000e-03, eta: 2 days, 1:18:27, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6391, top5_acc: 0.8477, loss_cls: 1.4803, loss: 1.4803, grad_norm: 5.2403 2021-02-05 23:35:30,334 - mmaction - INFO - Epoch [51][1460/3757] lr: 1.000e-03, eta: 2 days, 1:17:50, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8602, loss_cls: 1.3815, loss: 1.3815, grad_norm: 5.3079 2021-02-05 23:35:39,227 - mmaction - INFO - Epoch [51][1480/3757] lr: 1.000e-03, eta: 2 days, 1:17:14, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8633, loss_cls: 1.3281, loss: 1.3281, grad_norm: 5.1823 2021-02-05 23:35:48,153 - mmaction - INFO - Epoch [51][1500/3757] lr: 1.000e-03, eta: 2 days, 1:16:37, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6781, top5_acc: 0.8648, loss_cls: 1.3140, loss: 1.3140, grad_norm: 5.0525 2021-02-05 23:35:57,147 - mmaction - INFO - Epoch [51][1520/3757] lr: 1.000e-03, eta: 2 days, 1:16:00, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6586, top5_acc: 0.8500, loss_cls: 1.4129, loss: 1.4129, grad_norm: 5.3523 2021-02-05 23:36:06,101 - mmaction - INFO - Epoch [51][1540/3757] lr: 1.000e-03, eta: 2 days, 1:15:24, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6430, top5_acc: 0.8422, loss_cls: 1.4941, loss: 1.4941, grad_norm: 5.4779 2021-02-05 23:36:15,025 - mmaction - INFO - Epoch [51][1560/3757] lr: 1.000e-03, eta: 2 days, 1:14:47, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6633, top5_acc: 0.8508, loss_cls: 1.3882, loss: 1.3882, grad_norm: 5.1640 2021-02-05 23:36:23,916 - mmaction - INFO - Epoch [51][1580/3757] lr: 1.000e-03, eta: 2 days, 1:14:10, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6523, top5_acc: 0.8680, loss_cls: 1.3606, loss: 1.3606, grad_norm: 5.3493 2021-02-05 23:36:32,886 - mmaction - INFO - Epoch [51][1600/3757] lr: 1.000e-03, eta: 2 days, 1:13:34, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.4713, loss: 1.4713, grad_norm: 5.3175 2021-02-05 23:36:41,774 - mmaction - INFO - Epoch [51][1620/3757] lr: 1.000e-03, eta: 2 days, 1:12:57, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6695, top5_acc: 0.8352, loss_cls: 1.4609, loss: 1.4609, grad_norm: 5.2663 2021-02-05 23:36:50,665 - mmaction - INFO - Epoch [51][1640/3757] lr: 1.000e-03, eta: 2 days, 1:12:20, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8641, loss_cls: 1.3358, loss: 1.3358, grad_norm: 5.2034 2021-02-05 23:36:59,576 - mmaction - INFO - Epoch [51][1660/3757] lr: 1.000e-03, eta: 2 days, 1:11:44, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.3944, loss: 1.3944, grad_norm: 5.2580 2021-02-05 23:37:08,533 - mmaction - INFO - Epoch [51][1680/3757] lr: 1.000e-03, eta: 2 days, 1:11:07, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6500, top5_acc: 0.8414, loss_cls: 1.4469, loss: 1.4469, grad_norm: 5.2653 2021-02-05 23:37:17,450 - mmaction - INFO - Epoch [51][1700/3757] lr: 1.000e-03, eta: 2 days, 1:10:30, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8539, loss_cls: 1.3780, loss: 1.3780, grad_norm: 5.1370 2021-02-05 23:37:26,401 - mmaction - INFO - Epoch [51][1720/3757] lr: 1.000e-03, eta: 2 days, 1:09:54, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6531, top5_acc: 0.8484, loss_cls: 1.4027, loss: 1.4027, grad_norm: 5.2446 2021-02-05 23:37:35,388 - mmaction - INFO - Epoch [51][1740/3757] lr: 1.000e-03, eta: 2 days, 1:09:17, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.4738, loss: 1.4738, grad_norm: 5.3392 2021-02-05 23:37:44,316 - mmaction - INFO - Epoch [51][1760/3757] lr: 1.000e-03, eta: 2 days, 1:08:41, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6633, top5_acc: 0.8477, loss_cls: 1.4225, loss: 1.4225, grad_norm: 5.1214 2021-02-05 23:37:53,235 - mmaction - INFO - Epoch [51][1780/3757] lr: 1.000e-03, eta: 2 days, 1:08:04, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8555, loss_cls: 1.3874, loss: 1.3874, grad_norm: 5.3080 2021-02-05 23:38:02,158 - mmaction - INFO - Epoch [51][1800/3757] lr: 1.000e-03, eta: 2 days, 1:07:28, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6578, top5_acc: 0.8367, loss_cls: 1.4716, loss: 1.4716, grad_norm: 5.1769 2021-02-05 23:38:11,068 - mmaction - INFO - Epoch [51][1820/3757] lr: 1.000e-03, eta: 2 days, 1:06:51, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6250, top5_acc: 0.8453, loss_cls: 1.4891, loss: 1.4891, grad_norm: 5.4764 2021-02-05 23:38:20,033 - mmaction - INFO - Epoch [51][1840/3757] lr: 1.000e-03, eta: 2 days, 1:06:15, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6617, top5_acc: 0.8617, loss_cls: 1.3426, loss: 1.3426, grad_norm: 5.1421 2021-02-05 23:38:28,992 - mmaction - INFO - Epoch [51][1860/3757] lr: 1.000e-03, eta: 2 days, 1:05:38, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8562, loss_cls: 1.3736, loss: 1.3736, grad_norm: 5.1729 2021-02-05 23:38:37,931 - mmaction - INFO - Epoch [51][1880/3757] lr: 1.000e-03, eta: 2 days, 1:05:02, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6469, top5_acc: 0.8414, loss_cls: 1.4719, loss: 1.4719, grad_norm: 5.3468 2021-02-05 23:38:46,979 - mmaction - INFO - Epoch [51][1900/3757] lr: 1.000e-03, eta: 2 days, 1:04:25, time: 0.452, data_time: 0.000, memory: 7141, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.4554, loss: 1.4554, grad_norm: 5.1486 2021-02-05 23:38:55,916 - mmaction - INFO - Epoch [51][1920/3757] lr: 1.000e-03, eta: 2 days, 1:03:49, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6281, top5_acc: 0.8484, loss_cls: 1.4750, loss: 1.4750, grad_norm: 5.5416 2021-02-05 23:39:04,794 - mmaction - INFO - Epoch [51][1940/3757] lr: 1.000e-03, eta: 2 days, 1:03:12, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6523, top5_acc: 0.8430, loss_cls: 1.3876, loss: 1.3876, grad_norm: 5.2273 2021-02-05 23:39:13,717 - mmaction - INFO - Epoch [51][1960/3757] lr: 1.000e-03, eta: 2 days, 1:02:36, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6523, top5_acc: 0.8500, loss_cls: 1.4107, loss: 1.4107, grad_norm: 5.1753 2021-02-05 23:39:22,661 - mmaction - INFO - Epoch [51][1980/3757] lr: 1.000e-03, eta: 2 days, 1:01:59, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8727, loss_cls: 1.3004, loss: 1.3004, grad_norm: 5.1135 2021-02-05 23:39:31,536 - mmaction - INFO - Epoch [51][2000/3757] lr: 1.000e-03, eta: 2 days, 1:01:23, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6477, top5_acc: 0.8422, loss_cls: 1.4427, loss: 1.4427, grad_norm: 5.2459 2021-02-05 23:39:40,434 - mmaction - INFO - Epoch [51][2020/3757] lr: 1.000e-03, eta: 2 days, 1:00:46, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6641, top5_acc: 0.8383, loss_cls: 1.4529, loss: 1.4529, grad_norm: 5.2734 2021-02-05 23:39:49,330 - mmaction - INFO - Epoch [51][2040/3757] lr: 1.000e-03, eta: 2 days, 1:00:10, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6508, top5_acc: 0.8492, loss_cls: 1.4658, loss: 1.4658, grad_norm: 5.2150 2021-02-05 23:39:58,306 - mmaction - INFO - Epoch [51][2060/3757] lr: 1.000e-03, eta: 2 days, 0:59:34, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8609, loss_cls: 1.3330, loss: 1.3330, grad_norm: 5.0003 2021-02-05 23:40:07,200 - mmaction - INFO - Epoch [51][2080/3757] lr: 1.000e-03, eta: 2 days, 0:58:57, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2967, loss: 1.2967, grad_norm: 4.9663 2021-02-05 23:40:16,106 - mmaction - INFO - Epoch [51][2100/3757] lr: 1.000e-03, eta: 2 days, 0:58:21, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8727, loss_cls: 1.3083, loss: 1.3083, grad_norm: 5.0458 2021-02-05 23:40:24,999 - mmaction - INFO - Epoch [51][2120/3757] lr: 1.000e-03, eta: 2 days, 0:57:44, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6594, top5_acc: 0.8648, loss_cls: 1.4002, loss: 1.4002, grad_norm: 5.4181 2021-02-05 23:40:34,000 - mmaction - INFO - Epoch [51][2140/3757] lr: 1.000e-03, eta: 2 days, 0:57:08, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.6703, top5_acc: 0.8523, loss_cls: 1.4066, loss: 1.4066, grad_norm: 5.1757 2021-02-05 23:40:42,947 - mmaction - INFO - Epoch [51][2160/3757] lr: 1.000e-03, eta: 2 days, 0:56:32, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6375, top5_acc: 0.8414, loss_cls: 1.4326, loss: 1.4326, grad_norm: 5.3378 2021-02-05 23:40:51,875 - mmaction - INFO - Epoch [51][2180/3757] lr: 1.000e-03, eta: 2 days, 0:55:55, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6547, top5_acc: 0.8609, loss_cls: 1.4018, loss: 1.4018, grad_norm: 5.3357 2021-02-05 23:41:00,751 - mmaction - INFO - Epoch [51][2200/3757] lr: 1.000e-03, eta: 2 days, 0:55:19, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8477, loss_cls: 1.4002, loss: 1.4002, grad_norm: 5.2525 2021-02-05 23:41:09,668 - mmaction - INFO - Epoch [51][2220/3757] lr: 1.000e-03, eta: 2 days, 0:54:43, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6312, top5_acc: 0.8453, loss_cls: 1.5049, loss: 1.5049, grad_norm: 5.4321 2021-02-05 23:41:18,559 - mmaction - INFO - Epoch [51][2240/3757] lr: 1.000e-03, eta: 2 days, 0:54:06, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.4336, loss: 1.4336, grad_norm: 5.2334 2021-02-05 23:41:27,574 - mmaction - INFO - Epoch [51][2260/3757] lr: 1.000e-03, eta: 2 days, 0:53:30, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.6430, top5_acc: 0.8578, loss_cls: 1.4226, loss: 1.4226, grad_norm: 5.4683 2021-02-05 23:41:36,544 - mmaction - INFO - Epoch [51][2280/3757] lr: 1.000e-03, eta: 2 days, 0:52:54, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8539, loss_cls: 1.3417, loss: 1.3417, grad_norm: 5.1367 2021-02-05 23:41:45,615 - mmaction - INFO - Epoch [51][2300/3757] lr: 1.000e-03, eta: 2 days, 0:52:18, time: 0.453, data_time: 0.000, memory: 7141, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.4061, loss: 1.4061, grad_norm: 5.2082 2021-02-05 23:41:54,635 - mmaction - INFO - Epoch [51][2320/3757] lr: 1.000e-03, eta: 2 days, 0:51:42, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.6555, top5_acc: 0.8406, loss_cls: 1.4711, loss: 1.4711, grad_norm: 5.2823 2021-02-05 23:42:03,539 - mmaction - INFO - Epoch [51][2340/3757] lr: 1.000e-03, eta: 2 days, 0:51:05, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.3780, loss: 1.3780, grad_norm: 5.3011 2021-02-05 23:42:12,449 - mmaction - INFO - Epoch [51][2360/3757] lr: 1.000e-03, eta: 2 days, 0:50:29, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6430, top5_acc: 0.8336, loss_cls: 1.4820, loss: 1.4820, grad_norm: 5.4000 2021-02-05 23:42:21,352 - mmaction - INFO - Epoch [51][2380/3757] lr: 1.000e-03, eta: 2 days, 0:49:53, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6641, top5_acc: 0.8719, loss_cls: 1.3394, loss: 1.3394, grad_norm: 5.1037 2021-02-05 23:42:30,248 - mmaction - INFO - Epoch [51][2400/3757] lr: 1.000e-03, eta: 2 days, 0:49:16, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.4341, loss: 1.4341, grad_norm: 5.3474 2021-02-05 23:42:39,123 - mmaction - INFO - Epoch [51][2420/3757] lr: 1.000e-03, eta: 2 days, 0:48:40, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6727, top5_acc: 0.8531, loss_cls: 1.3636, loss: 1.3636, grad_norm: 5.2047 2021-02-05 23:42:48,125 - mmaction - INFO - Epoch [51][2440/3757] lr: 1.000e-03, eta: 2 days, 0:48:04, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.4399, loss: 1.4399, grad_norm: 5.1247 2021-02-05 23:42:57,027 - mmaction - INFO - Epoch [51][2460/3757] lr: 1.000e-03, eta: 2 days, 0:47:28, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4303, loss: 1.4303, grad_norm: 5.2117 2021-02-05 23:43:05,901 - mmaction - INFO - Epoch [51][2480/3757] lr: 1.000e-03, eta: 2 days, 0:46:51, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6516, top5_acc: 0.8492, loss_cls: 1.4240, loss: 1.4240, grad_norm: 5.2965 2021-02-05 23:43:14,855 - mmaction - INFO - Epoch [51][2500/3757] lr: 1.000e-03, eta: 2 days, 0:46:15, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6555, top5_acc: 0.8570, loss_cls: 1.4071, loss: 1.4071, grad_norm: 5.3584 2021-02-05 23:43:23,828 - mmaction - INFO - Epoch [51][2520/3757] lr: 1.000e-03, eta: 2 days, 0:45:39, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3644, loss: 1.3644, grad_norm: 5.0961 2021-02-05 23:43:32,720 - mmaction - INFO - Epoch [51][2540/3757] lr: 1.000e-03, eta: 2 days, 0:45:03, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6547, top5_acc: 0.8430, loss_cls: 1.4300, loss: 1.4300, grad_norm: 5.2388 2021-02-05 23:43:41,696 - mmaction - INFO - Epoch [51][2560/3757] lr: 1.000e-03, eta: 2 days, 0:44:27, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6516, top5_acc: 0.8547, loss_cls: 1.4077, loss: 1.4077, grad_norm: 5.5161 2021-02-05 23:43:50,631 - mmaction - INFO - Epoch [51][2580/3757] lr: 1.000e-03, eta: 2 days, 0:43:51, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6500, top5_acc: 0.8602, loss_cls: 1.4156, loss: 1.4156, grad_norm: 5.4322 2021-02-05 23:43:59,510 - mmaction - INFO - Epoch [51][2600/3757] lr: 1.000e-03, eta: 2 days, 0:43:14, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6641, top5_acc: 0.8453, loss_cls: 1.3846, loss: 1.3846, grad_norm: 5.1444 2021-02-05 23:44:08,490 - mmaction - INFO - Epoch [51][2620/3757] lr: 1.000e-03, eta: 2 days, 0:42:38, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6414, top5_acc: 0.8328, loss_cls: 1.4621, loss: 1.4621, grad_norm: 5.3168 2021-02-05 23:44:17,376 - mmaction - INFO - Epoch [51][2640/3757] lr: 1.000e-03, eta: 2 days, 0:42:02, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6656, top5_acc: 0.8516, loss_cls: 1.4310, loss: 1.4310, grad_norm: 5.1742 2021-02-05 23:44:26,359 - mmaction - INFO - Epoch [51][2660/3757] lr: 1.000e-03, eta: 2 days, 0:41:26, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6719, top5_acc: 0.8523, loss_cls: 1.3724, loss: 1.3724, grad_norm: 5.1768 2021-02-05 23:44:35,223 - mmaction - INFO - Epoch [51][2680/3757] lr: 1.000e-03, eta: 2 days, 0:40:50, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6695, top5_acc: 0.8680, loss_cls: 1.3340, loss: 1.3340, grad_norm: 5.1817 2021-02-05 23:44:44,122 - mmaction - INFO - Epoch [51][2700/3757] lr: 1.000e-03, eta: 2 days, 0:40:14, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6562, top5_acc: 0.8609, loss_cls: 1.3947, loss: 1.3947, grad_norm: 5.4668 2021-02-05 23:44:53,049 - mmaction - INFO - Epoch [51][2720/3757] lr: 1.000e-03, eta: 2 days, 0:39:38, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6578, top5_acc: 0.8391, loss_cls: 1.4156, loss: 1.4156, grad_norm: 5.3293 2021-02-05 23:45:01,966 - mmaction - INFO - Epoch [51][2740/3757] lr: 1.000e-03, eta: 2 days, 0:39:02, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8570, loss_cls: 1.3482, loss: 1.3482, grad_norm: 5.1115 2021-02-05 23:45:10,856 - mmaction - INFO - Epoch [51][2760/3757] lr: 1.000e-03, eta: 2 days, 0:38:26, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3474, loss: 1.3474, grad_norm: 5.0969 2021-02-05 23:45:19,846 - mmaction - INFO - Epoch [51][2780/3757] lr: 1.000e-03, eta: 2 days, 0:37:50, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6477, top5_acc: 0.8586, loss_cls: 1.3887, loss: 1.3887, grad_norm: 5.2678 2021-02-05 23:45:28,812 - mmaction - INFO - Epoch [51][2800/3757] lr: 1.000e-03, eta: 2 days, 0:37:14, time: 0.448, data_time: 0.003, memory: 7141, top1_acc: 0.6609, top5_acc: 0.8633, loss_cls: 1.3871, loss: 1.3871, grad_norm: 5.2579 2021-02-05 23:45:37,829 - mmaction - INFO - Epoch [51][2820/3757] lr: 1.000e-03, eta: 2 days, 0:36:38, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8688, loss_cls: 1.3050, loss: 1.3050, grad_norm: 5.1989 2021-02-05 23:45:46,746 - mmaction - INFO - Epoch [51][2840/3757] lr: 1.000e-03, eta: 2 days, 0:36:02, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6555, top5_acc: 0.8617, loss_cls: 1.4026, loss: 1.4026, grad_norm: 5.3009 2021-02-05 23:45:55,663 - mmaction - INFO - Epoch [51][2860/3757] lr: 1.000e-03, eta: 2 days, 0:35:26, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3517, loss: 1.3517, grad_norm: 5.1974 2021-02-05 23:46:04,615 - mmaction - INFO - Epoch [51][2880/3757] lr: 1.000e-03, eta: 2 days, 0:34:50, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.3912, loss: 1.3912, grad_norm: 5.3209 2021-02-05 23:46:13,524 - mmaction - INFO - Epoch [51][2900/3757] lr: 1.000e-03, eta: 2 days, 0:34:14, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6594, top5_acc: 0.8648, loss_cls: 1.3836, loss: 1.3836, grad_norm: 5.3692 2021-02-05 23:46:22,460 - mmaction - INFO - Epoch [51][2920/3757] lr: 1.000e-03, eta: 2 days, 0:33:38, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4711, loss: 1.4711, grad_norm: 5.3827 2021-02-05 23:46:31,408 - mmaction - INFO - Epoch [51][2940/3757] lr: 1.000e-03, eta: 2 days, 0:33:02, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6609, top5_acc: 0.8617, loss_cls: 1.3759, loss: 1.3759, grad_norm: 5.2139 2021-02-05 23:46:40,322 - mmaction - INFO - Epoch [51][2960/3757] lr: 1.000e-03, eta: 2 days, 0:32:26, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6492, top5_acc: 0.8430, loss_cls: 1.4354, loss: 1.4354, grad_norm: 5.5025 2021-02-05 23:46:49,207 - mmaction - INFO - Epoch [51][2980/3757] lr: 1.000e-03, eta: 2 days, 0:31:50, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8555, loss_cls: 1.3934, loss: 1.3934, grad_norm: 5.1511 2021-02-05 23:46:58,163 - mmaction - INFO - Epoch [51][3000/3757] lr: 1.000e-03, eta: 2 days, 0:31:14, time: 0.447, data_time: 0.007, memory: 7141, top1_acc: 0.6641, top5_acc: 0.8672, loss_cls: 1.3108, loss: 1.3108, grad_norm: 5.1450 2021-02-05 23:47:07,035 - mmaction - INFO - Epoch [51][3020/3757] lr: 1.000e-03, eta: 2 days, 0:30:38, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6719, top5_acc: 0.8766, loss_cls: 1.3091, loss: 1.3091, grad_norm: 5.1932 2021-02-05 23:47:15,974 - mmaction - INFO - Epoch [51][3040/3757] lr: 1.000e-03, eta: 2 days, 0:30:02, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6539, top5_acc: 0.8367, loss_cls: 1.4770, loss: 1.4770, grad_norm: 5.5068 2021-02-05 23:47:24,866 - mmaction - INFO - Epoch [51][3060/3757] lr: 1.000e-03, eta: 2 days, 0:29:26, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8633, loss_cls: 1.3073, loss: 1.3073, grad_norm: 5.0876 2021-02-05 23:47:33,773 - mmaction - INFO - Epoch [51][3080/3757] lr: 1.000e-03, eta: 2 days, 0:28:50, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6680, top5_acc: 0.8703, loss_cls: 1.3168, loss: 1.3168, grad_norm: 5.1350 2021-02-05 23:47:42,649 - mmaction - INFO - Epoch [51][3100/3757] lr: 1.000e-03, eta: 2 days, 0:28:14, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6609, top5_acc: 0.8508, loss_cls: 1.3836, loss: 1.3836, grad_norm: 5.1833 2021-02-05 23:47:51,552 - mmaction - INFO - Epoch [51][3120/3757] lr: 1.000e-03, eta: 2 days, 0:27:38, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6523, top5_acc: 0.8477, loss_cls: 1.3857, loss: 1.3857, grad_norm: 5.4111 2021-02-05 23:48:00,413 - mmaction - INFO - Epoch [51][3140/3757] lr: 1.000e-03, eta: 2 days, 0:27:02, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6633, top5_acc: 0.8586, loss_cls: 1.3761, loss: 1.3761, grad_norm: 5.2608 2021-02-05 23:48:09,295 - mmaction - INFO - Epoch [51][3160/3757] lr: 1.000e-03, eta: 2 days, 0:26:26, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6578, top5_acc: 0.8586, loss_cls: 1.4162, loss: 1.4162, grad_norm: 5.4728 2021-02-05 23:48:18,202 - mmaction - INFO - Epoch [51][3180/3757] lr: 1.000e-03, eta: 2 days, 0:25:50, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8508, loss_cls: 1.3909, loss: 1.3909, grad_norm: 5.0962 2021-02-05 23:48:27,247 - mmaction - INFO - Epoch [51][3200/3757] lr: 1.000e-03, eta: 2 days, 0:25:15, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.6414, top5_acc: 0.8516, loss_cls: 1.4485, loss: 1.4485, grad_norm: 5.3865 2021-02-05 23:48:36,180 - mmaction - INFO - Epoch [51][3220/3757] lr: 1.000e-03, eta: 2 days, 0:24:39, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8430, loss_cls: 1.3743, loss: 1.3743, grad_norm: 5.1590 2021-02-05 23:48:45,049 - mmaction - INFO - Epoch [51][3240/3757] lr: 1.000e-03, eta: 2 days, 0:24:03, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6617, top5_acc: 0.8695, loss_cls: 1.3368, loss: 1.3368, grad_norm: 5.3080 2021-02-05 23:48:53,961 - mmaction - INFO - Epoch [51][3260/3757] lr: 1.000e-03, eta: 2 days, 0:23:27, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6477, top5_acc: 0.8531, loss_cls: 1.4541, loss: 1.4541, grad_norm: 5.4520 2021-02-05 23:49:02,923 - mmaction - INFO - Epoch [51][3280/3757] lr: 1.000e-03, eta: 2 days, 0:22:51, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6602, top5_acc: 0.8641, loss_cls: 1.3644, loss: 1.3644, grad_norm: 5.3337 2021-02-05 23:49:11,830 - mmaction - INFO - Epoch [51][3300/3757] lr: 1.000e-03, eta: 2 days, 0:22:16, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6695, top5_acc: 0.8664, loss_cls: 1.3255, loss: 1.3255, grad_norm: 5.2517 2021-02-05 23:49:20,778 - mmaction - INFO - Epoch [51][3320/3757] lr: 1.000e-03, eta: 2 days, 0:21:40, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6633, top5_acc: 0.8633, loss_cls: 1.3854, loss: 1.3854, grad_norm: 5.2864 2021-02-05 23:49:29,760 - mmaction - INFO - Epoch [51][3340/3757] lr: 1.000e-03, eta: 2 days, 0:21:04, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6414, top5_acc: 0.8523, loss_cls: 1.4695, loss: 1.4695, grad_norm: 5.3759 2021-02-05 23:49:38,714 - mmaction - INFO - Epoch [51][3360/3757] lr: 1.000e-03, eta: 2 days, 0:20:28, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.2801, loss: 1.2801, grad_norm: 4.9449 2021-02-05 23:49:47,651 - mmaction - INFO - Epoch [51][3380/3757] lr: 1.000e-03, eta: 2 days, 0:19:53, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.3973, loss: 1.3973, grad_norm: 5.3050 2021-02-05 23:49:56,710 - mmaction - INFO - Epoch [51][3400/3757] lr: 1.000e-03, eta: 2 days, 0:19:17, time: 0.453, data_time: 0.001, memory: 7141, top1_acc: 0.6555, top5_acc: 0.8656, loss_cls: 1.3318, loss: 1.3318, grad_norm: 5.2762 2021-02-05 23:50:05,589 - mmaction - INFO - Epoch [51][3420/3757] lr: 1.000e-03, eta: 2 days, 0:18:41, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6625, top5_acc: 0.8461, loss_cls: 1.4128, loss: 1.4128, grad_norm: 5.2936 2021-02-05 23:50:14,546 - mmaction - INFO - Epoch [51][3440/3757] lr: 1.000e-03, eta: 2 days, 0:18:06, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6586, top5_acc: 0.8406, loss_cls: 1.3866, loss: 1.3866, grad_norm: 5.3525 2021-02-05 23:50:23,520 - mmaction - INFO - Epoch [51][3460/3757] lr: 1.000e-03, eta: 2 days, 0:17:30, time: 0.449, data_time: 0.002, memory: 7141, top1_acc: 0.6656, top5_acc: 0.8414, loss_cls: 1.4172, loss: 1.4172, grad_norm: 5.3283 2021-02-05 23:50:32,402 - mmaction - INFO - Epoch [51][3480/3757] lr: 1.000e-03, eta: 2 days, 0:16:54, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6727, top5_acc: 0.8539, loss_cls: 1.3441, loss: 1.3441, grad_norm: 5.2790 2021-02-05 23:50:41,385 - mmaction - INFO - Epoch [51][3500/3757] lr: 1.000e-03, eta: 2 days, 0:16:19, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6383, top5_acc: 0.8398, loss_cls: 1.4878, loss: 1.4878, grad_norm: 5.4908 2021-02-05 23:50:50,326 - mmaction - INFO - Epoch [51][3520/3757] lr: 1.000e-03, eta: 2 days, 0:15:43, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6422, top5_acc: 0.8492, loss_cls: 1.4420, loss: 1.4420, grad_norm: 5.2954 2021-02-05 23:50:59,312 - mmaction - INFO - Epoch [51][3540/3757] lr: 1.000e-03, eta: 2 days, 0:15:07, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6367, top5_acc: 0.8438, loss_cls: 1.4716, loss: 1.4716, grad_norm: 5.4344 2021-02-05 23:51:08,221 - mmaction - INFO - Epoch [51][3560/3757] lr: 1.000e-03, eta: 2 days, 0:14:32, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8742, loss_cls: 1.2980, loss: 1.2980, grad_norm: 5.3440 2021-02-05 23:51:17,159 - mmaction - INFO - Epoch [51][3580/3757] lr: 1.000e-03, eta: 2 days, 0:13:56, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6703, top5_acc: 0.8680, loss_cls: 1.3384, loss: 1.3384, grad_norm: 5.2644 2021-02-05 23:51:26,152 - mmaction - INFO - Epoch [51][3600/3757] lr: 1.000e-03, eta: 2 days, 0:13:21, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6656, top5_acc: 0.8523, loss_cls: 1.3741, loss: 1.3741, grad_norm: 5.2361 2021-02-05 23:51:35,156 - mmaction - INFO - Epoch [51][3620/3757] lr: 1.000e-03, eta: 2 days, 0:12:45, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6687, top5_acc: 0.8633, loss_cls: 1.3150, loss: 1.3150, grad_norm: 5.2825 2021-02-05 23:51:44,152 - mmaction - INFO - Epoch [51][3640/3757] lr: 1.000e-03, eta: 2 days, 0:12:10, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6648, top5_acc: 0.8617, loss_cls: 1.3330, loss: 1.3330, grad_norm: 5.3003 2021-02-05 23:51:53,013 - mmaction - INFO - Epoch [51][3660/3757] lr: 1.000e-03, eta: 2 days, 0:11:34, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6633, top5_acc: 0.8586, loss_cls: 1.3751, loss: 1.3751, grad_norm: 5.1545 2021-02-05 23:52:29,440 - mmaction - INFO - Epoch [51][3680/3757] lr: 1.000e-03, eta: 2 days, 0:11:45, time: 1.821, data_time: 1.367, memory: 7141, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3488, loss: 1.3488, grad_norm: 5.2425 2021-02-05 23:53:08,484 - mmaction - INFO - Epoch [51][3700/3757] lr: 1.000e-03, eta: 2 days, 0:12:00, time: 1.952, data_time: 0.001, memory: 7141, top1_acc: 0.6664, top5_acc: 0.8586, loss_cls: 1.3418, loss: 1.3418, grad_norm: 5.0649 2021-02-05 23:53:17,298 - mmaction - INFO - Epoch [51][3720/3757] lr: 1.000e-03, eta: 2 days, 0:11:24, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6648, top5_acc: 0.8641, loss_cls: 1.3987, loss: 1.3987, grad_norm: 5.2171 2021-02-05 23:54:14,131 - mmaction - INFO - Epoch [51][3740/3757] lr: 1.000e-03, eta: 2 days, 0:12:10, time: 2.841, data_time: 0.000, memory: 7141, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.3517, loss: 1.3517, grad_norm: 5.1925 2021-02-05 23:54:22,199 - mmaction - INFO - Saving checkpoint at 51 epochs 2021-02-05 23:54:57,060 - mmaction - INFO - Epoch [52][20/3757] lr: 1.000e-03, eta: 2 days, 0:11:34, time: 1.709, data_time: 1.264, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8688, loss_cls: 1.2572, loss: 1.2572, grad_norm: 5.1740 2021-02-05 23:55:06,000 - mmaction - INFO - Epoch [52][40/3757] lr: 1.000e-03, eta: 2 days, 0:10:58, time: 0.447, data_time: 0.006, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8609, loss_cls: 1.3385, loss: 1.3385, grad_norm: 5.1807 2021-02-05 23:55:14,849 - mmaction - INFO - Epoch [52][60/3757] lr: 1.000e-03, eta: 2 days, 0:10:22, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8625, loss_cls: 1.3482, loss: 1.3482, grad_norm: 5.2293 2021-02-05 23:55:23,773 - mmaction - INFO - Epoch [52][80/3757] lr: 1.000e-03, eta: 2 days, 0:09:47, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6477, top5_acc: 0.8570, loss_cls: 1.4262, loss: 1.4262, grad_norm: 5.2901 2021-02-05 23:55:32,636 - mmaction - INFO - Epoch [52][100/3757] lr: 1.000e-03, eta: 2 days, 0:09:11, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6695, top5_acc: 0.8656, loss_cls: 1.2881, loss: 1.2881, grad_norm: 5.2110 2021-02-05 23:55:41,574 - mmaction - INFO - Epoch [52][120/3757] lr: 1.000e-03, eta: 2 days, 0:08:36, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3208, loss: 1.3208, grad_norm: 5.1314 2021-02-05 23:55:50,460 - mmaction - INFO - Epoch [52][140/3757] lr: 1.000e-03, eta: 2 days, 0:08:00, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4447, loss: 1.4447, grad_norm: 5.4253 2021-02-05 23:55:59,360 - mmaction - INFO - Epoch [52][160/3757] lr: 1.000e-03, eta: 2 days, 0:07:24, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.4351, loss: 1.4351, grad_norm: 5.4126 2021-02-05 23:56:08,253 - mmaction - INFO - Epoch [52][180/3757] lr: 1.000e-03, eta: 2 days, 0:06:49, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6516, top5_acc: 0.8633, loss_cls: 1.3543, loss: 1.3543, grad_norm: 5.4266 2021-02-05 23:56:17,130 - mmaction - INFO - Epoch [52][200/3757] lr: 1.000e-03, eta: 2 days, 0:06:13, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6570, top5_acc: 0.8500, loss_cls: 1.3853, loss: 1.3853, grad_norm: 5.2327 2021-02-05 23:56:26,068 - mmaction - INFO - Epoch [52][220/3757] lr: 1.000e-03, eta: 2 days, 0:05:38, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6359, top5_acc: 0.8484, loss_cls: 1.4783, loss: 1.4783, grad_norm: 5.5953 2021-02-05 23:56:35,017 - mmaction - INFO - Epoch [52][240/3757] lr: 1.000e-03, eta: 2 days, 0:05:02, time: 0.447, data_time: 0.002, memory: 7141, top1_acc: 0.6461, top5_acc: 0.8273, loss_cls: 1.4671, loss: 1.4671, grad_norm: 5.4331 2021-02-05 23:56:43,891 - mmaction - INFO - Epoch [52][260/3757] lr: 1.000e-03, eta: 2 days, 0:04:27, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8672, loss_cls: 1.3110, loss: 1.3110, grad_norm: 5.3265 2021-02-05 23:56:52,799 - mmaction - INFO - Epoch [52][280/3757] lr: 1.000e-03, eta: 2 days, 0:03:51, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8555, loss_cls: 1.3897, loss: 1.3897, grad_norm: 5.3110 2021-02-05 23:57:01,729 - mmaction - INFO - Epoch [52][300/3757] lr: 1.000e-03, eta: 2 days, 0:03:15, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.3045, loss: 1.3045, grad_norm: 5.0184 2021-02-05 23:57:10,623 - mmaction - INFO - Epoch [52][320/3757] lr: 1.000e-03, eta: 2 days, 0:02:40, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6570, top5_acc: 0.8562, loss_cls: 1.3873, loss: 1.3873, grad_norm: 5.5323 2021-02-05 23:57:19,528 - mmaction - INFO - Epoch [52][340/3757] lr: 1.000e-03, eta: 2 days, 0:02:04, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8688, loss_cls: 1.3060, loss: 1.3060, grad_norm: 5.2297 2021-02-05 23:57:28,416 - mmaction - INFO - Epoch [52][360/3757] lr: 1.000e-03, eta: 2 days, 0:01:29, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8484, loss_cls: 1.4210, loss: 1.4210, grad_norm: 5.2568 2021-02-05 23:57:37,320 - mmaction - INFO - Epoch [52][380/3757] lr: 1.000e-03, eta: 2 days, 0:00:53, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6719, top5_acc: 0.8672, loss_cls: 1.3210, loss: 1.3210, grad_norm: 5.3657 2021-02-05 23:57:46,200 - mmaction - INFO - Epoch [52][400/3757] lr: 1.000e-03, eta: 2 days, 0:00:18, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6664, top5_acc: 0.8688, loss_cls: 1.3468, loss: 1.3468, grad_norm: 5.2635 2021-02-05 23:57:55,106 - mmaction - INFO - Epoch [52][420/3757] lr: 1.000e-03, eta: 1 day, 23:59:43, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6633, top5_acc: 0.8633, loss_cls: 1.3504, loss: 1.3504, grad_norm: 5.2186 2021-02-05 23:58:04,053 - mmaction - INFO - Epoch [52][440/3757] lr: 1.000e-03, eta: 1 day, 23:59:07, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6609, top5_acc: 0.8617, loss_cls: 1.3587, loss: 1.3587, grad_norm: 5.3506 2021-02-05 23:58:12,981 - mmaction - INFO - Epoch [52][460/3757] lr: 1.000e-03, eta: 1 day, 23:58:32, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8664, loss_cls: 1.2929, loss: 1.2929, grad_norm: 5.2846 2021-02-05 23:58:21,926 - mmaction - INFO - Epoch [52][480/3757] lr: 1.000e-03, eta: 1 day, 23:57:56, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6547, top5_acc: 0.8430, loss_cls: 1.4155, loss: 1.4155, grad_norm: 5.3447 2021-02-05 23:58:30,848 - mmaction - INFO - Epoch [52][500/3757] lr: 1.000e-03, eta: 1 day, 23:57:21, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.6562, top5_acc: 0.8484, loss_cls: 1.3977, loss: 1.3977, grad_norm: 5.4475 2021-02-05 23:58:39,803 - mmaction - INFO - Epoch [52][520/3757] lr: 1.000e-03, eta: 1 day, 23:56:46, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6648, top5_acc: 0.8680, loss_cls: 1.3780, loss: 1.3780, grad_norm: 5.4296 2021-02-05 23:58:48,704 - mmaction - INFO - Epoch [52][540/3757] lr: 1.000e-03, eta: 1 day, 23:56:10, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6633, top5_acc: 0.8438, loss_cls: 1.4261, loss: 1.4261, grad_norm: 5.4470 2021-02-05 23:58:57,697 - mmaction - INFO - Epoch [52][560/3757] lr: 1.000e-03, eta: 1 day, 23:55:35, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.3510, loss: 1.3510, grad_norm: 5.4064 2021-02-05 23:59:06,541 - mmaction - INFO - Epoch [52][580/3757] lr: 1.000e-03, eta: 1 day, 23:55:00, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6602, top5_acc: 0.8555, loss_cls: 1.3830, loss: 1.3830, grad_norm: 5.2599 2021-02-05 23:59:15,403 - mmaction - INFO - Epoch [52][600/3757] lr: 1.000e-03, eta: 1 day, 23:54:24, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8602, loss_cls: 1.3369, loss: 1.3369, grad_norm: 5.2189 2021-02-05 23:59:24,307 - mmaction - INFO - Epoch [52][620/3757] lr: 1.000e-03, eta: 1 day, 23:53:49, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6609, top5_acc: 0.8539, loss_cls: 1.3520, loss: 1.3520, grad_norm: 5.3531 2021-02-05 23:59:33,189 - mmaction - INFO - Epoch [52][640/3757] lr: 1.000e-03, eta: 1 day, 23:53:13, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3486, loss: 1.3486, grad_norm: 5.2026 2021-02-05 23:59:42,091 - mmaction - INFO - Epoch [52][660/3757] lr: 1.000e-03, eta: 1 day, 23:52:38, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3754, loss: 1.3754, grad_norm: 5.3403 2021-02-05 23:59:50,994 - mmaction - INFO - Epoch [52][680/3757] lr: 1.000e-03, eta: 1 day, 23:52:03, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4334, loss: 1.4334, grad_norm: 5.4589 2021-02-05 23:59:59,887 - mmaction - INFO - Epoch [52][700/3757] lr: 1.000e-03, eta: 1 day, 23:51:27, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6508, top5_acc: 0.8430, loss_cls: 1.4338, loss: 1.4338, grad_norm: 5.4476 2021-02-06 00:00:08,912 - mmaction - INFO - Epoch [52][720/3757] lr: 1.000e-03, eta: 1 day, 23:50:52, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.6383, top5_acc: 0.8570, loss_cls: 1.4509, loss: 1.4509, grad_norm: 5.5531 2021-02-06 00:00:17,864 - mmaction - INFO - Epoch [52][740/3757] lr: 1.000e-03, eta: 1 day, 23:50:17, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2992, loss: 1.2992, grad_norm: 5.2526 2021-02-06 00:00:26,830 - mmaction - INFO - Epoch [52][760/3757] lr: 1.000e-03, eta: 1 day, 23:49:42, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6633, top5_acc: 0.8531, loss_cls: 1.3384, loss: 1.3384, grad_norm: 5.1314 2021-02-06 00:00:35,714 - mmaction - INFO - Epoch [52][780/3757] lr: 1.000e-03, eta: 1 day, 23:49:06, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6664, top5_acc: 0.8414, loss_cls: 1.3727, loss: 1.3727, grad_norm: 5.3590 2021-02-06 00:00:44,626 - mmaction - INFO - Epoch [52][800/3757] lr: 1.000e-03, eta: 1 day, 23:48:31, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8602, loss_cls: 1.3414, loss: 1.3414, grad_norm: 5.2467 2021-02-06 00:00:53,558 - mmaction - INFO - Epoch [52][820/3757] lr: 1.000e-03, eta: 1 day, 23:47:56, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6766, top5_acc: 0.8742, loss_cls: 1.3114, loss: 1.3114, grad_norm: 5.2469 2021-02-06 00:01:02,429 - mmaction - INFO - Epoch [52][840/3757] lr: 1.000e-03, eta: 1 day, 23:47:21, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.3229, loss: 1.3229, grad_norm: 5.2570 2021-02-06 00:01:11,353 - mmaction - INFO - Epoch [52][860/3757] lr: 1.000e-03, eta: 1 day, 23:46:45, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6555, top5_acc: 0.8438, loss_cls: 1.3699, loss: 1.3699, grad_norm: 5.3769 2021-02-06 00:01:20,198 - mmaction - INFO - Epoch [52][880/3757] lr: 1.000e-03, eta: 1 day, 23:46:10, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3391, loss: 1.3391, grad_norm: 5.2283 2021-02-06 00:01:29,074 - mmaction - INFO - Epoch [52][900/3757] lr: 1.000e-03, eta: 1 day, 23:45:35, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8578, loss_cls: 1.3003, loss: 1.3003, grad_norm: 5.2762 2021-02-06 00:01:38,015 - mmaction - INFO - Epoch [52][920/3757] lr: 1.000e-03, eta: 1 day, 23:45:00, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8828, loss_cls: 1.2549, loss: 1.2549, grad_norm: 5.1512 2021-02-06 00:01:46,917 - mmaction - INFO - Epoch [52][940/3757] lr: 1.000e-03, eta: 1 day, 23:44:24, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4231, loss: 1.4231, grad_norm: 5.4865 2021-02-06 00:01:55,820 - mmaction - INFO - Epoch [52][960/3757] lr: 1.000e-03, eta: 1 day, 23:43:49, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6680, top5_acc: 0.8688, loss_cls: 1.3238, loss: 1.3238, grad_norm: 5.2810 2021-02-06 00:02:04,755 - mmaction - INFO - Epoch [52][980/3757] lr: 1.000e-03, eta: 1 day, 23:43:14, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.4212, loss: 1.4212, grad_norm: 5.5171 2021-02-06 00:02:13,689 - mmaction - INFO - Epoch [52][1000/3757] lr: 1.000e-03, eta: 1 day, 23:42:39, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3939, loss: 1.3939, grad_norm: 5.3865 2021-02-06 00:02:22,553 - mmaction - INFO - Epoch [52][1020/3757] lr: 1.000e-03, eta: 1 day, 23:42:04, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8648, loss_cls: 1.3037, loss: 1.3037, grad_norm: 5.0748 2021-02-06 00:02:31,482 - mmaction - INFO - Epoch [52][1040/3757] lr: 1.000e-03, eta: 1 day, 23:41:29, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8680, loss_cls: 1.2772, loss: 1.2772, grad_norm: 5.1879 2021-02-06 00:02:40,401 - mmaction - INFO - Epoch [52][1060/3757] lr: 1.000e-03, eta: 1 day, 23:40:53, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6719, top5_acc: 0.8570, loss_cls: 1.3330, loss: 1.3330, grad_norm: 5.2623 2021-02-06 00:02:52,590 - mmaction - INFO - Epoch [52][1080/3757] lr: 1.000e-03, eta: 1 day, 23:40:24, time: 0.609, data_time: 0.000, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8633, loss_cls: 1.2993, loss: 1.2993, grad_norm: 5.2571 2021-02-06 00:03:01,493 - mmaction - INFO - Epoch [52][1100/3757] lr: 1.000e-03, eta: 1 day, 23:39:49, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6609, top5_acc: 0.8484, loss_cls: 1.4217, loss: 1.4217, grad_norm: 5.4141 2021-02-06 00:03:10,376 - mmaction - INFO - Epoch [52][1120/3757] lr: 1.000e-03, eta: 1 day, 23:39:13, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.2847, loss: 1.2847, grad_norm: 5.3486 2021-02-06 00:03:21,682 - mmaction - INFO - Epoch [52][1140/3757] lr: 1.000e-03, eta: 1 day, 23:38:42, time: 0.562, data_time: 0.001, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8672, loss_cls: 1.3089, loss: 1.3089, grad_norm: 5.2898 2021-02-06 00:03:30,570 - mmaction - INFO - Epoch [52][1160/3757] lr: 1.000e-03, eta: 1 day, 23:38:07, time: 0.448, data_time: 0.004, memory: 7141, top1_acc: 0.6602, top5_acc: 0.8508, loss_cls: 1.3735, loss: 1.3735, grad_norm: 5.5445 2021-02-06 00:03:39,628 - mmaction - INFO - Epoch [52][1180/3757] lr: 1.000e-03, eta: 1 day, 23:37:32, time: 0.452, data_time: 0.007, memory: 7141, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.4010, loss: 1.4010, grad_norm: 5.4319 2021-02-06 00:03:48,524 - mmaction - INFO - Epoch [52][1200/3757] lr: 1.000e-03, eta: 1 day, 23:36:57, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6617, top5_acc: 0.8508, loss_cls: 1.4172, loss: 1.4172, grad_norm: 5.5174 2021-02-06 00:03:57,475 - mmaction - INFO - Epoch [52][1220/3757] lr: 1.000e-03, eta: 1 day, 23:36:22, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6656, top5_acc: 0.8492, loss_cls: 1.3382, loss: 1.3382, grad_norm: 5.2760 2021-02-06 00:04:06,422 - mmaction - INFO - Epoch [52][1240/3757] lr: 1.000e-03, eta: 1 day, 23:35:47, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8703, loss_cls: 1.2920, loss: 1.2920, grad_norm: 5.1423 2021-02-06 00:04:45,475 - mmaction - INFO - Epoch [52][1260/3757] lr: 1.000e-03, eta: 1 day, 23:36:02, time: 1.953, data_time: 0.001, memory: 7141, top1_acc: 0.6625, top5_acc: 0.8492, loss_cls: 1.3939, loss: 1.3939, grad_norm: 5.4284 2021-02-06 00:05:20,274 - mmaction - INFO - Epoch [52][1280/3757] lr: 1.000e-03, eta: 1 day, 23:36:10, time: 1.740, data_time: 0.353, memory: 7141, top1_acc: 0.6617, top5_acc: 0.8664, loss_cls: 1.3123, loss: 1.3123, grad_norm: 5.2840 2021-02-06 00:05:29,052 - mmaction - INFO - Epoch [52][1300/3757] lr: 1.000e-03, eta: 1 day, 23:35:35, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.6719, top5_acc: 0.8734, loss_cls: 1.3103, loss: 1.3103, grad_norm: 5.2500 2021-02-06 00:05:37,881 - mmaction - INFO - Epoch [52][1320/3757] lr: 1.000e-03, eta: 1 day, 23:35:00, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8469, loss_cls: 1.3812, loss: 1.3812, grad_norm: 5.2831 2021-02-06 00:05:46,707 - mmaction - INFO - Epoch [52][1340/3757] lr: 1.000e-03, eta: 1 day, 23:34:24, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8664, loss_cls: 1.2629, loss: 1.2629, grad_norm: 5.1956 2021-02-06 00:05:55,623 - mmaction - INFO - Epoch [52][1360/3757] lr: 1.000e-03, eta: 1 day, 23:33:49, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6414, top5_acc: 0.8422, loss_cls: 1.4341, loss: 1.4341, grad_norm: 5.4944 2021-02-06 00:06:04,513 - mmaction - INFO - Epoch [52][1380/3757] lr: 1.000e-03, eta: 1 day, 23:33:14, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6648, top5_acc: 0.8469, loss_cls: 1.4001, loss: 1.4001, grad_norm: 5.2993 2021-02-06 00:06:13,323 - mmaction - INFO - Epoch [52][1400/3757] lr: 1.000e-03, eta: 1 day, 23:32:39, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8805, loss_cls: 1.2722, loss: 1.2722, grad_norm: 5.2425 2021-02-06 00:06:22,231 - mmaction - INFO - Epoch [52][1420/3757] lr: 1.000e-03, eta: 1 day, 23:32:04, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8711, loss_cls: 1.2820, loss: 1.2820, grad_norm: 5.1442 2021-02-06 00:06:31,063 - mmaction - INFO - Epoch [52][1440/3757] lr: 1.000e-03, eta: 1 day, 23:31:29, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8789, loss_cls: 1.2395, loss: 1.2395, grad_norm: 5.1770 2021-02-06 00:06:39,997 - mmaction - INFO - Epoch [52][1460/3757] lr: 1.000e-03, eta: 1 day, 23:30:54, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8609, loss_cls: 1.3186, loss: 1.3186, grad_norm: 5.1582 2021-02-06 00:06:48,982 - mmaction - INFO - Epoch [52][1480/3757] lr: 1.000e-03, eta: 1 day, 23:30:19, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6516, top5_acc: 0.8391, loss_cls: 1.4176, loss: 1.4176, grad_norm: 5.3630 2021-02-06 00:07:24,004 - mmaction - INFO - Epoch [52][1500/3757] lr: 1.000e-03, eta: 1 day, 23:30:27, time: 1.751, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8734, loss_cls: 1.2959, loss: 1.2959, grad_norm: 5.1916 2021-02-06 00:07:32,842 - mmaction - INFO - Epoch [52][1520/3757] lr: 1.000e-03, eta: 1 day, 23:29:52, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6695, top5_acc: 0.8461, loss_cls: 1.3904, loss: 1.3904, grad_norm: 5.5505 2021-02-06 00:07:41,694 - mmaction - INFO - Epoch [52][1540/3757] lr: 1.000e-03, eta: 1 day, 23:29:17, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.4169, loss: 1.4169, grad_norm: 5.4982 2021-02-06 00:07:50,483 - mmaction - INFO - Epoch [52][1560/3757] lr: 1.000e-03, eta: 1 day, 23:28:42, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6703, top5_acc: 0.8648, loss_cls: 1.3783, loss: 1.3783, grad_norm: 5.4404 2021-02-06 00:08:06,046 - mmaction - INFO - Epoch [52][1580/3757] lr: 1.000e-03, eta: 1 day, 23:28:18, time: 0.778, data_time: 0.000, memory: 7141, top1_acc: 0.6687, top5_acc: 0.8594, loss_cls: 1.3302, loss: 1.3302, grad_norm: 5.2997 2021-02-06 00:08:14,871 - mmaction - INFO - Epoch [52][1600/3757] lr: 1.000e-03, eta: 1 day, 23:27:43, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8562, loss_cls: 1.3857, loss: 1.3857, grad_norm: 5.4284 2021-02-06 00:08:23,715 - mmaction - INFO - Epoch [52][1620/3757] lr: 1.000e-03, eta: 1 day, 23:27:08, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6609, top5_acc: 0.8680, loss_cls: 1.3200, loss: 1.3200, grad_norm: 5.3006 2021-02-06 00:08:32,667 - mmaction - INFO - Epoch [52][1640/3757] lr: 1.000e-03, eta: 1 day, 23:26:33, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.3180, loss: 1.3180, grad_norm: 5.1827 2021-02-06 00:09:00,239 - mmaction - INFO - Epoch [52][1660/3757] lr: 1.000e-03, eta: 1 day, 23:26:29, time: 1.379, data_time: 0.001, memory: 7141, top1_acc: 0.6695, top5_acc: 0.8656, loss_cls: 1.3356, loss: 1.3356, grad_norm: 5.2250 2021-02-06 00:09:09,057 - mmaction - INFO - Epoch [52][1680/3757] lr: 1.000e-03, eta: 1 day, 23:25:54, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6594, top5_acc: 0.8625, loss_cls: 1.3288, loss: 1.3288, grad_norm: 5.2212 2021-02-06 00:09:42,963 - mmaction - INFO - Epoch [52][1700/3757] lr: 1.000e-03, eta: 1 day, 23:26:00, time: 1.695, data_time: 0.454, memory: 7141, top1_acc: 0.6727, top5_acc: 0.8703, loss_cls: 1.3056, loss: 1.3056, grad_norm: 5.3926 2021-02-06 00:09:51,741 - mmaction - INFO - Epoch [52][1720/3757] lr: 1.000e-03, eta: 1 day, 23:25:25, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3576, loss: 1.3576, grad_norm: 5.4622 2021-02-06 00:10:00,624 - mmaction - INFO - Epoch [52][1740/3757] lr: 1.000e-03, eta: 1 day, 23:24:50, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8672, loss_cls: 1.3218, loss: 1.3218, grad_norm: 5.3279 2021-02-06 00:10:27,123 - mmaction - INFO - Epoch [52][1760/3757] lr: 1.000e-03, eta: 1 day, 23:24:44, time: 1.325, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.3047, loss: 1.3047, grad_norm: 5.3216 2021-02-06 00:10:35,901 - mmaction - INFO - Epoch [52][1780/3757] lr: 1.000e-03, eta: 1 day, 23:24:09, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6719, top5_acc: 0.8648, loss_cls: 1.3526, loss: 1.3526, grad_norm: 5.2590 2021-02-06 00:10:44,784 - mmaction - INFO - Epoch [52][1800/3757] lr: 1.000e-03, eta: 1 day, 23:23:34, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.3663, loss: 1.3663, grad_norm: 5.4852 2021-02-06 00:10:53,587 - mmaction - INFO - Epoch [52][1820/3757] lr: 1.000e-03, eta: 1 day, 23:22:59, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6617, top5_acc: 0.8445, loss_cls: 1.4418, loss: 1.4418, grad_norm: 5.6256 2021-02-06 00:11:02,459 - mmaction - INFO - Epoch [52][1840/3757] lr: 1.000e-03, eta: 1 day, 23:22:24, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6609, top5_acc: 0.8547, loss_cls: 1.3630, loss: 1.3630, grad_norm: 5.3227 2021-02-06 00:11:11,354 - mmaction - INFO - Epoch [52][1860/3757] lr: 1.000e-03, eta: 1 day, 23:21:50, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6664, top5_acc: 0.8547, loss_cls: 1.3847, loss: 1.3847, grad_norm: 5.4010 2021-02-06 00:11:20,264 - mmaction - INFO - Epoch [52][1880/3757] lr: 1.000e-03, eta: 1 day, 23:21:15, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6539, top5_acc: 0.8375, loss_cls: 1.4200, loss: 1.4200, grad_norm: 5.4144 2021-02-06 00:11:29,144 - mmaction - INFO - Epoch [52][1900/3757] lr: 1.000e-03, eta: 1 day, 23:20:40, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6687, top5_acc: 0.8695, loss_cls: 1.3581, loss: 1.3581, grad_norm: 5.3827 2021-02-06 00:11:38,037 - mmaction - INFO - Epoch [52][1920/3757] lr: 1.000e-03, eta: 1 day, 23:20:05, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8688, loss_cls: 1.2837, loss: 1.2837, grad_norm: 5.0648 2021-02-06 00:11:47,005 - mmaction - INFO - Epoch [52][1940/3757] lr: 1.000e-03, eta: 1 day, 23:19:30, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6641, top5_acc: 0.8617, loss_cls: 1.3435, loss: 1.3435, grad_norm: 5.3048 2021-02-06 00:11:55,963 - mmaction - INFO - Epoch [52][1960/3757] lr: 1.000e-03, eta: 1 day, 23:18:56, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8711, loss_cls: 1.2774, loss: 1.2774, grad_norm: 5.3704 2021-02-06 00:12:04,910 - mmaction - INFO - Epoch [52][1980/3757] lr: 1.000e-03, eta: 1 day, 23:18:21, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6703, top5_acc: 0.8430, loss_cls: 1.3906, loss: 1.3906, grad_norm: 5.3891 2021-02-06 00:12:13,956 - mmaction - INFO - Epoch [52][2000/3757] lr: 1.000e-03, eta: 1 day, 23:17:46, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.6344, top5_acc: 0.8477, loss_cls: 1.4454, loss: 1.4454, grad_norm: 5.4269 2021-02-06 00:12:35,287 - mmaction - INFO - Epoch [52][2020/3757] lr: 1.000e-03, eta: 1 day, 23:17:32, time: 1.066, data_time: 0.001, memory: 7141, top1_acc: 0.6477, top5_acc: 0.8641, loss_cls: 1.4253, loss: 1.4253, grad_norm: 5.4945 2021-02-06 00:12:44,241 - mmaction - INFO - Epoch [52][2040/3757] lr: 1.000e-03, eta: 1 day, 23:16:57, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8562, loss_cls: 1.3784, loss: 1.3784, grad_norm: 5.4348 2021-02-06 00:13:16,273 - mmaction - INFO - Epoch [52][2060/3757] lr: 1.000e-03, eta: 1 day, 23:17:00, time: 1.602, data_time: 0.001, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8516, loss_cls: 1.3361, loss: 1.3361, grad_norm: 5.2079 2021-02-06 00:13:25,023 - mmaction - INFO - Epoch [52][2080/3757] lr: 1.000e-03, eta: 1 day, 23:16:25, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8578, loss_cls: 1.3876, loss: 1.3876, grad_norm: 5.4093 2021-02-06 00:13:57,083 - mmaction - INFO - Epoch [52][2100/3757] lr: 1.000e-03, eta: 1 day, 23:16:29, time: 1.604, data_time: 0.001, memory: 7141, top1_acc: 0.6703, top5_acc: 0.8711, loss_cls: 1.3515, loss: 1.3515, grad_norm: 5.3065 2021-02-06 00:14:05,908 - mmaction - INFO - Epoch [52][2120/3757] lr: 1.000e-03, eta: 1 day, 23:15:54, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6438, top5_acc: 0.8594, loss_cls: 1.3866, loss: 1.3866, grad_norm: 5.5160 2021-02-06 00:14:14,738 - mmaction - INFO - Epoch [52][2140/3757] lr: 1.000e-03, eta: 1 day, 23:15:19, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6586, top5_acc: 0.8562, loss_cls: 1.3695, loss: 1.3695, grad_norm: 5.4088 2021-02-06 00:14:39,378 - mmaction - INFO - Epoch [52][2160/3757] lr: 1.000e-03, eta: 1 day, 23:15:10, time: 1.232, data_time: 0.790, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8711, loss_cls: 1.3136, loss: 1.3136, grad_norm: 5.2699 2021-02-06 00:14:48,286 - mmaction - INFO - Epoch [52][2180/3757] lr: 1.000e-03, eta: 1 day, 23:14:35, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8617, loss_cls: 1.3305, loss: 1.3305, grad_norm: 5.2673 2021-02-06 00:14:57,106 - mmaction - INFO - Epoch [52][2200/3757] lr: 1.000e-03, eta: 1 day, 23:14:00, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8492, loss_cls: 1.3670, loss: 1.3670, grad_norm: 5.1054 2021-02-06 00:15:06,272 - mmaction - INFO - Epoch [52][2220/3757] lr: 1.000e-03, eta: 1 day, 23:13:26, time: 0.458, data_time: 0.001, memory: 7141, top1_acc: 0.6555, top5_acc: 0.8430, loss_cls: 1.4360, loss: 1.4360, grad_norm: 5.4126 2021-02-06 00:15:15,164 - mmaction - INFO - Epoch [52][2240/3757] lr: 1.000e-03, eta: 1 day, 23:12:51, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6680, top5_acc: 0.8531, loss_cls: 1.4024, loss: 1.4024, grad_norm: 5.4006 2021-02-06 00:15:43,193 - mmaction - INFO - Epoch [52][2260/3757] lr: 1.000e-03, eta: 1 day, 23:12:48, time: 1.401, data_time: 0.000, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8578, loss_cls: 1.3135, loss: 1.3135, grad_norm: 5.2555 2021-02-06 00:16:38,595 - mmaction - INFO - Epoch [52][2280/3757] lr: 1.000e-03, eta: 1 day, 23:13:29, time: 2.770, data_time: 2.319, memory: 7141, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.4050, loss: 1.4050, grad_norm: 5.4300 2021-02-06 00:17:12,788 - mmaction - INFO - Epoch [52][2300/3757] lr: 1.000e-03, eta: 1 day, 23:13:36, time: 1.709, data_time: 1.265, memory: 7141, top1_acc: 0.6719, top5_acc: 0.8445, loss_cls: 1.4086, loss: 1.4086, grad_norm: 5.4973 2021-02-06 00:17:21,626 - mmaction - INFO - Epoch [52][2320/3757] lr: 1.000e-03, eta: 1 day, 23:13:01, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6609, top5_acc: 0.8375, loss_cls: 1.3982, loss: 1.3982, grad_norm: 5.4144 2021-02-06 00:18:24,862 - mmaction - INFO - Epoch [52][2340/3757] lr: 1.000e-03, eta: 1 day, 23:13:55, time: 3.162, data_time: 2.714, memory: 7141, top1_acc: 0.6398, top5_acc: 0.8469, loss_cls: 1.4455, loss: 1.4455, grad_norm: 5.3904 2021-02-06 00:18:33,677 - mmaction - INFO - Epoch [52][2360/3757] lr: 1.000e-03, eta: 1 day, 23:13:20, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8695, loss_cls: 1.2941, loss: 1.2941, grad_norm: 5.2526 2021-02-06 00:18:47,996 - mmaction - INFO - Epoch [52][2380/3757] lr: 1.000e-03, eta: 1 day, 23:12:54, time: 0.715, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8570, loss_cls: 1.2887, loss: 1.2887, grad_norm: 5.2197 2021-02-06 00:18:56,830 - mmaction - INFO - Epoch [52][2400/3757] lr: 1.000e-03, eta: 1 day, 23:12:19, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6703, top5_acc: 0.8742, loss_cls: 1.3020, loss: 1.3020, grad_norm: 5.4322 2021-02-06 00:19:21,674 - mmaction - INFO - Epoch [52][2420/3757] lr: 1.000e-03, eta: 1 day, 23:12:11, time: 1.243, data_time: 0.794, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8461, loss_cls: 1.3791, loss: 1.3791, grad_norm: 5.2425 2021-02-06 00:19:30,495 - mmaction - INFO - Epoch [52][2440/3757] lr: 1.000e-03, eta: 1 day, 23:11:36, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3212, loss: 1.3212, grad_norm: 5.3171 2021-02-06 00:19:57,298 - mmaction - INFO - Epoch [52][2460/3757] lr: 1.000e-03, eta: 1 day, 23:11:30, time: 1.340, data_time: 0.001, memory: 7141, top1_acc: 0.6500, top5_acc: 0.8586, loss_cls: 1.4020, loss: 1.4020, grad_norm: 5.4696 2021-02-06 00:20:22,733 - mmaction - INFO - Epoch [52][2480/3757] lr: 1.000e-03, eta: 1 day, 23:11:23, time: 1.272, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8742, loss_cls: 1.2514, loss: 1.2514, grad_norm: 5.3048 2021-02-06 00:21:06,153 - mmaction - INFO - Epoch [52][2500/3757] lr: 1.000e-03, eta: 1 day, 23:11:44, time: 2.172, data_time: 1.729, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8727, loss_cls: 1.2509, loss: 1.2509, grad_norm: 5.1970 2021-02-06 00:21:33,187 - mmaction - INFO - Epoch [52][2520/3757] lr: 1.000e-03, eta: 1 day, 23:11:39, time: 1.351, data_time: 0.000, memory: 7141, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.3489, loss: 1.3489, grad_norm: 5.3576 2021-02-06 00:21:41,980 - mmaction - INFO - Epoch [52][2540/3757] lr: 1.000e-03, eta: 1 day, 23:11:04, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8547, loss_cls: 1.3712, loss: 1.3712, grad_norm: 5.4605 2021-02-06 00:22:14,104 - mmaction - INFO - Epoch [52][2560/3757] lr: 1.000e-03, eta: 1 day, 23:11:07, time: 1.606, data_time: 0.001, memory: 7141, top1_acc: 0.6648, top5_acc: 0.8617, loss_cls: 1.3539, loss: 1.3539, grad_norm: 5.5485 2021-02-06 00:22:22,982 - mmaction - INFO - Epoch [52][2580/3757] lr: 1.000e-03, eta: 1 day, 23:10:33, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8789, loss_cls: 1.2779, loss: 1.2779, grad_norm: 5.1968 2021-02-06 00:22:31,795 - mmaction - INFO - Epoch [52][2600/3757] lr: 1.000e-03, eta: 1 day, 23:09:58, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8672, loss_cls: 1.3325, loss: 1.3325, grad_norm: 5.3755 2021-02-06 00:23:01,613 - mmaction - INFO - Epoch [52][2620/3757] lr: 1.000e-03, eta: 1 day, 23:09:57, time: 1.491, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2538, loss: 1.2538, grad_norm: 5.1910 2021-02-06 00:23:10,421 - mmaction - INFO - Epoch [52][2640/3757] lr: 1.000e-03, eta: 1 day, 23:09:22, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6547, top5_acc: 0.8562, loss_cls: 1.3674, loss: 1.3674, grad_norm: 5.3393 2021-02-06 00:23:43,656 - mmaction - INFO - Epoch [52][2660/3757] lr: 1.000e-03, eta: 1 day, 23:09:27, time: 1.662, data_time: 1.219, memory: 7141, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4464, loss: 1.4464, grad_norm: 5.5637 2021-02-06 00:23:52,436 - mmaction - INFO - Epoch [52][2680/3757] lr: 1.000e-03, eta: 1 day, 23:08:52, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2705, loss: 1.2705, grad_norm: 5.1850 2021-02-06 00:24:26,238 - mmaction - INFO - Epoch [52][2700/3757] lr: 1.000e-03, eta: 1 day, 23:08:58, time: 1.691, data_time: 0.001, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.2862, loss: 1.2862, grad_norm: 5.1294 2021-02-06 00:24:35,122 - mmaction - INFO - Epoch [52][2720/3757] lr: 1.000e-03, eta: 1 day, 23:08:23, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6727, top5_acc: 0.8828, loss_cls: 1.2610, loss: 1.2610, grad_norm: 5.3612 2021-02-06 00:24:43,979 - mmaction - INFO - Epoch [52][2740/3757] lr: 1.000e-03, eta: 1 day, 23:07:49, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6578, top5_acc: 0.8430, loss_cls: 1.3864, loss: 1.3864, grad_norm: 5.4156 2021-02-06 00:24:52,781 - mmaction - INFO - Epoch [52][2760/3757] lr: 1.000e-03, eta: 1 day, 23:07:14, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8555, loss_cls: 1.3629, loss: 1.3629, grad_norm: 5.4018 2021-02-06 00:25:01,628 - mmaction - INFO - Epoch [52][2780/3757] lr: 1.000e-03, eta: 1 day, 23:06:39, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.4053, loss: 1.4053, grad_norm: 5.3683 2021-02-06 00:25:10,459 - mmaction - INFO - Epoch [52][2800/3757] lr: 1.000e-03, eta: 1 day, 23:06:04, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3700, loss: 1.3700, grad_norm: 5.3867 2021-02-06 00:25:19,331 - mmaction - INFO - Epoch [52][2820/3757] lr: 1.000e-03, eta: 1 day, 23:05:30, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8641, loss_cls: 1.2839, loss: 1.2839, grad_norm: 5.3366 2021-02-06 00:25:28,225 - mmaction - INFO - Epoch [52][2840/3757] lr: 1.000e-03, eta: 1 day, 23:04:55, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8797, loss_cls: 1.2925, loss: 1.2925, grad_norm: 5.3986 2021-02-06 00:25:37,162 - mmaction - INFO - Epoch [52][2860/3757] lr: 1.000e-03, eta: 1 day, 23:04:21, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6695, top5_acc: 0.8719, loss_cls: 1.3061, loss: 1.3061, grad_norm: 5.3961 2021-02-06 00:25:46,086 - mmaction - INFO - Epoch [52][2880/3757] lr: 1.000e-03, eta: 1 day, 23:03:46, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8617, loss_cls: 1.3219, loss: 1.3219, grad_norm: 5.3086 2021-02-06 00:26:12,136 - mmaction - INFO - Epoch [52][2900/3757] lr: 1.000e-03, eta: 1 day, 23:03:39, time: 1.302, data_time: 0.814, memory: 7141, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3425, loss: 1.3425, grad_norm: 5.4562 2021-02-06 00:26:20,947 - mmaction - INFO - Epoch [52][2920/3757] lr: 1.000e-03, eta: 1 day, 23:03:05, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6695, top5_acc: 0.8562, loss_cls: 1.3939, loss: 1.3939, grad_norm: 5.4576 2021-02-06 00:27:09,674 - mmaction - INFO - Epoch [52][2940/3757] lr: 1.000e-03, eta: 1 day, 23:03:35, time: 2.437, data_time: 1.992, memory: 7141, top1_acc: 0.6508, top5_acc: 0.8375, loss_cls: 1.4233, loss: 1.4233, grad_norm: 5.4902 2021-02-06 00:27:59,045 - mmaction - INFO - Epoch [52][2960/3757] lr: 1.000e-03, eta: 1 day, 23:04:05, time: 2.468, data_time: 1.204, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.3288, loss: 1.3288, grad_norm: 5.3729 2021-02-06 00:28:52,233 - mmaction - INFO - Epoch [52][2980/3757] lr: 1.000e-03, eta: 1 day, 23:04:43, time: 2.660, data_time: 0.981, memory: 7141, top1_acc: 0.6547, top5_acc: 0.8375, loss_cls: 1.4259, loss: 1.4259, grad_norm: 5.4457 2021-02-06 00:30:16,176 - mmaction - INFO - Epoch [52][3000/3757] lr: 1.000e-03, eta: 1 day, 23:06:09, time: 4.197, data_time: 2.570, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8523, loss_cls: 1.3679, loss: 1.3679, grad_norm: 5.4149 2021-02-06 00:30:54,645 - mmaction - INFO - Epoch [52][3020/3757] lr: 1.000e-03, eta: 1 day, 23:06:23, time: 1.924, data_time: 0.560, memory: 7141, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4149, loss: 1.4149, grad_norm: 5.3730 2021-02-06 00:31:37,022 - mmaction - INFO - Epoch [52][3040/3757] lr: 1.000e-03, eta: 1 day, 23:06:42, time: 2.118, data_time: 1.041, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8719, loss_cls: 1.2686, loss: 1.2686, grad_norm: 5.2267 2021-02-06 00:32:49,913 - mmaction - INFO - Epoch [52][3060/3757] lr: 1.000e-03, eta: 1 day, 23:07:51, time: 3.646, data_time: 1.103, memory: 7141, top1_acc: 0.6687, top5_acc: 0.8578, loss_cls: 1.3344, loss: 1.3344, grad_norm: 5.3804 2021-02-06 00:33:38,321 - mmaction - INFO - Epoch [52][3080/3757] lr: 1.000e-03, eta: 1 day, 23:08:20, time: 2.420, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8508, loss_cls: 1.3170, loss: 1.3170, grad_norm: 5.2687 2021-02-06 00:34:13,292 - mmaction - INFO - Epoch [52][3100/3757] lr: 1.000e-03, eta: 1 day, 23:08:27, time: 1.748, data_time: 0.001, memory: 7141, top1_acc: 0.6406, top5_acc: 0.8562, loss_cls: 1.3987, loss: 1.3987, grad_norm: 5.4865 2021-02-06 00:35:09,785 - mmaction - INFO - Epoch [52][3120/3757] lr: 1.000e-03, eta: 1 day, 23:09:10, time: 2.825, data_time: 0.001, memory: 7141, top1_acc: 0.6680, top5_acc: 0.8586, loss_cls: 1.3193, loss: 1.3193, grad_norm: 5.2396 2021-02-06 00:36:10,746 - mmaction - INFO - Epoch [52][3140/3757] lr: 1.000e-03, eta: 1 day, 23:09:59, time: 3.048, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8773, loss_cls: 1.2477, loss: 1.2477, grad_norm: 5.2624 2021-02-06 00:37:52,903 - mmaction - INFO - Epoch [52][3160/3757] lr: 1.000e-03, eta: 1 day, 23:11:55, time: 5.108, data_time: 0.000, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8672, loss_cls: 1.3508, loss: 1.3508, grad_norm: 5.5174 2021-02-06 00:38:28,473 - mmaction - INFO - Epoch [52][3180/3757] lr: 1.000e-03, eta: 1 day, 23:12:03, time: 1.778, data_time: 0.074, memory: 7141, top1_acc: 0.6664, top5_acc: 0.8531, loss_cls: 1.3293, loss: 1.3293, grad_norm: 5.3915 2021-02-06 00:38:37,350 - mmaction - INFO - Epoch [52][3200/3757] lr: 1.000e-03, eta: 1 day, 23:11:28, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6727, top5_acc: 0.8648, loss_cls: 1.3230, loss: 1.3230, grad_norm: 5.2026 2021-02-06 00:39:38,485 - mmaction - INFO - Epoch [52][3220/3757] lr: 1.000e-03, eta: 1 day, 23:12:18, time: 3.057, data_time: 2.603, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8570, loss_cls: 1.3446, loss: 1.3446, grad_norm: 5.4732 2021-02-06 00:40:24,508 - mmaction - INFO - Epoch [52][3240/3757] lr: 1.000e-03, eta: 1 day, 23:12:43, time: 2.301, data_time: 0.000, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8461, loss_cls: 1.3858, loss: 1.3858, grad_norm: 5.2605 2021-02-06 00:41:09,304 - mmaction - INFO - Epoch [52][3260/3757] lr: 1.000e-03, eta: 1 day, 23:13:06, time: 2.239, data_time: 0.000, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8500, loss_cls: 1.3084, loss: 1.3084, grad_norm: 5.3100 2021-02-06 00:42:11,916 - mmaction - INFO - Epoch [52][3280/3757] lr: 1.000e-03, eta: 1 day, 23:13:58, time: 3.131, data_time: 0.463, memory: 7141, top1_acc: 0.6727, top5_acc: 0.8727, loss_cls: 1.3009, loss: 1.3009, grad_norm: 5.2644 2021-02-06 00:43:07,142 - mmaction - INFO - Epoch [52][3300/3757] lr: 1.000e-03, eta: 1 day, 23:14:38, time: 2.760, data_time: 1.184, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8625, loss_cls: 1.3516, loss: 1.3516, grad_norm: 5.5180 2021-02-06 00:44:58,133 - mmaction - INFO - Epoch [52][3320/3757] lr: 1.000e-03, eta: 1 day, 23:16:47, time: 5.551, data_time: 1.276, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8727, loss_cls: 1.3098, loss: 1.3098, grad_norm: 5.2121 2021-02-06 00:46:17,818 - mmaction - INFO - Epoch [52][3340/3757] lr: 1.000e-03, eta: 1 day, 23:18:06, time: 3.984, data_time: 1.000, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.3149, loss: 1.3149, grad_norm: 5.3414 2021-02-06 00:47:06,180 - mmaction - INFO - Epoch [52][3360/3757] lr: 1.000e-03, eta: 1 day, 23:18:35, time: 2.417, data_time: 0.000, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8484, loss_cls: 1.3101, loss: 1.3101, grad_norm: 5.2574 2021-02-06 00:48:05,301 - mmaction - INFO - Epoch [52][3380/3757] lr: 1.000e-03, eta: 1 day, 23:19:21, time: 2.956, data_time: 0.001, memory: 7141, top1_acc: 0.6555, top5_acc: 0.8609, loss_cls: 1.3464, loss: 1.3464, grad_norm: 5.4863 2021-02-06 00:49:31,481 - mmaction - INFO - Epoch [52][3400/3757] lr: 1.000e-03, eta: 1 day, 23:20:50, time: 4.309, data_time: 2.586, memory: 7141, top1_acc: 0.6727, top5_acc: 0.8477, loss_cls: 1.3709, loss: 1.3709, grad_norm: 5.2847 2021-02-06 00:49:57,822 - mmaction - INFO - Epoch [52][3420/3757] lr: 1.000e-03, eta: 1 day, 23:20:44, time: 1.317, data_time: 0.001, memory: 7141, top1_acc: 0.6641, top5_acc: 0.8461, loss_cls: 1.4312, loss: 1.4312, grad_norm: 5.5015 2021-02-06 00:50:54,716 - mmaction - INFO - Epoch [52][3440/3757] lr: 1.000e-03, eta: 1 day, 23:21:26, time: 2.845, data_time: 0.001, memory: 7141, top1_acc: 0.6562, top5_acc: 0.8555, loss_cls: 1.4006, loss: 1.4006, grad_norm: 5.4301 2021-02-06 00:52:10,053 - mmaction - INFO - Epoch [52][3460/3757] lr: 1.000e-03, eta: 1 day, 23:22:38, time: 3.767, data_time: 0.800, memory: 7141, top1_acc: 0.6641, top5_acc: 0.8477, loss_cls: 1.4208, loss: 1.4208, grad_norm: 5.5073 2021-02-06 00:53:02,747 - mmaction - INFO - Epoch [52][3480/3757] lr: 1.000e-03, eta: 1 day, 23:23:13, time: 2.634, data_time: 0.001, memory: 7141, top1_acc: 0.6555, top5_acc: 0.8430, loss_cls: 1.4116, loss: 1.4116, grad_norm: 5.4369 2021-02-06 00:54:25,578 - mmaction - INFO - Epoch [52][3500/3757] lr: 1.000e-03, eta: 1 day, 23:24:37, time: 4.142, data_time: 0.001, memory: 7141, top1_acc: 0.6641, top5_acc: 0.8594, loss_cls: 1.3651, loss: 1.3651, grad_norm: 5.2553 2021-02-06 00:55:05,326 - mmaction - INFO - Epoch [52][3520/3757] lr: 1.000e-03, eta: 1 day, 23:24:52, time: 1.987, data_time: 0.001, memory: 7141, top1_acc: 0.6719, top5_acc: 0.8789, loss_cls: 1.3145, loss: 1.3145, grad_norm: 5.2486 2021-02-06 00:56:13,322 - mmaction - INFO - Epoch [52][3540/3757] lr: 1.000e-03, eta: 1 day, 23:25:51, time: 3.400, data_time: 2.956, memory: 7141, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.3691, loss: 1.3691, grad_norm: 5.5198 2021-02-06 00:57:11,906 - mmaction - INFO - Epoch [52][3560/3757] lr: 1.000e-03, eta: 1 day, 23:26:36, time: 2.929, data_time: 1.206, memory: 7141, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3847, loss: 1.3847, grad_norm: 5.5412 2021-02-06 00:57:59,190 - mmaction - INFO - Epoch [52][3580/3757] lr: 1.000e-03, eta: 1 day, 23:27:03, time: 2.365, data_time: 0.001, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8562, loss_cls: 1.3123, loss: 1.3123, grad_norm: 5.2174 2021-02-06 00:59:05,625 - mmaction - INFO - Epoch [52][3600/3757] lr: 1.000e-03, eta: 1 day, 23:28:00, time: 3.322, data_time: 2.880, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.4215, loss: 1.4215, grad_norm: 5.4904 2021-02-06 00:59:43,868 - mmaction - INFO - Epoch [52][3620/3757] lr: 1.000e-03, eta: 1 day, 23:28:12, time: 1.912, data_time: 0.000, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2737, loss: 1.2737, grad_norm: 5.2982 2021-02-06 01:00:17,518 - mmaction - INFO - Epoch [52][3640/3757] lr: 1.000e-03, eta: 1 day, 23:28:17, time: 1.683, data_time: 0.001, memory: 7141, top1_acc: 0.6750, top5_acc: 0.8680, loss_cls: 1.2939, loss: 1.2939, grad_norm: 5.1392 2021-02-06 01:01:07,156 - mmaction - INFO - Epoch [52][3660/3757] lr: 1.000e-03, eta: 1 day, 23:28:47, time: 2.482, data_time: 1.567, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8523, loss_cls: 1.3307, loss: 1.3307, grad_norm: 5.3556 2021-02-06 01:01:38,954 - mmaction - INFO - Epoch [52][3680/3757] lr: 1.000e-03, eta: 1 day, 23:28:49, time: 1.589, data_time: 1.147, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3068, loss: 1.3068, grad_norm: 5.5069 2021-02-06 01:03:08,546 - mmaction - INFO - Epoch [52][3700/3757] lr: 1.000e-03, eta: 1 day, 23:30:23, time: 4.480, data_time: 2.657, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8570, loss_cls: 1.3511, loss: 1.3511, grad_norm: 5.3244 2021-02-06 01:04:14,209 - mmaction - INFO - Epoch [52][3720/3757] lr: 1.000e-03, eta: 1 day, 23:31:18, time: 3.283, data_time: 1.810, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8586, loss_cls: 1.3283, loss: 1.3283, grad_norm: 5.4721 2021-02-06 01:04:50,218 - mmaction - INFO - Epoch [52][3740/3757] lr: 1.000e-03, eta: 1 day, 23:31:27, time: 1.801, data_time: 0.002, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8648, loss_cls: 1.3110, loss: 1.3110, grad_norm: 5.3945 2021-02-06 01:05:39,041 - mmaction - INFO - Saving checkpoint at 52 epochs 2021-02-06 01:06:50,375 - mmaction - INFO - Epoch [53][20/3757] lr: 1.000e-03, eta: 1 day, 23:31:47, time: 3.469, data_time: 3.011, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.2838, loss: 1.2838, grad_norm: 5.1943 2021-02-06 01:06:59,235 - mmaction - INFO - Epoch [53][40/3757] lr: 1.000e-03, eta: 1 day, 23:31:11, time: 0.443, data_time: 0.005, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.3619, loss: 1.3619, grad_norm: 5.2811 2021-02-06 01:07:07,970 - mmaction - INFO - Epoch [53][60/3757] lr: 1.000e-03, eta: 1 day, 23:30:36, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8672, loss_cls: 1.3133, loss: 1.3133, grad_norm: 5.2730 2021-02-06 01:07:16,790 - mmaction - INFO - Epoch [53][80/3757] lr: 1.000e-03, eta: 1 day, 23:30:01, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8672, loss_cls: 1.2747, loss: 1.2747, grad_norm: 5.3831 2021-02-06 01:07:25,586 - mmaction - INFO - Epoch [53][100/3757] lr: 1.000e-03, eta: 1 day, 23:29:26, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2640, loss: 1.2640, grad_norm: 5.2581 2021-02-06 01:07:34,491 - mmaction - INFO - Epoch [53][120/3757] lr: 1.000e-03, eta: 1 day, 23:28:51, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8648, loss_cls: 1.2629, loss: 1.2629, grad_norm: 5.3273 2021-02-06 01:07:43,288 - mmaction - INFO - Epoch [53][140/3757] lr: 1.000e-03, eta: 1 day, 23:28:15, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8656, loss_cls: 1.3495, loss: 1.3495, grad_norm: 5.5199 2021-02-06 01:07:52,190 - mmaction - INFO - Epoch [53][160/3757] lr: 1.000e-03, eta: 1 day, 23:27:40, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6383, top5_acc: 0.8469, loss_cls: 1.4411, loss: 1.4411, grad_norm: 5.5231 2021-02-06 01:08:00,994 - mmaction - INFO - Epoch [53][180/3757] lr: 1.000e-03, eta: 1 day, 23:27:05, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.6641, top5_acc: 0.8594, loss_cls: 1.3274, loss: 1.3274, grad_norm: 5.5588 2021-02-06 01:08:09,867 - mmaction - INFO - Epoch [53][200/3757] lr: 1.000e-03, eta: 1 day, 23:26:30, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8625, loss_cls: 1.2584, loss: 1.2584, grad_norm: 5.0996 2021-02-06 01:08:18,758 - mmaction - INFO - Epoch [53][220/3757] lr: 1.000e-03, eta: 1 day, 23:25:55, time: 0.445, data_time: 0.002, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8555, loss_cls: 1.3460, loss: 1.3460, grad_norm: 5.3969 2021-02-06 01:08:27,661 - mmaction - INFO - Epoch [53][240/3757] lr: 1.000e-03, eta: 1 day, 23:25:20, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6680, top5_acc: 0.8516, loss_cls: 1.3791, loss: 1.3791, grad_norm: 5.4245 2021-02-06 01:08:36,528 - mmaction - INFO - Epoch [53][260/3757] lr: 1.000e-03, eta: 1 day, 23:24:45, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.3021, loss: 1.3021, grad_norm: 5.5112 2021-02-06 01:08:45,472 - mmaction - INFO - Epoch [53][280/3757] lr: 1.000e-03, eta: 1 day, 23:24:10, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8625, loss_cls: 1.2967, loss: 1.2967, grad_norm: 5.4059 2021-02-06 01:08:54,300 - mmaction - INFO - Epoch [53][300/3757] lr: 1.000e-03, eta: 1 day, 23:23:35, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6766, top5_acc: 0.8742, loss_cls: 1.2928, loss: 1.2928, grad_norm: 5.6186 2021-02-06 01:09:03,277 - mmaction - INFO - Epoch [53][320/3757] lr: 1.000e-03, eta: 1 day, 23:23:00, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8805, loss_cls: 1.2423, loss: 1.2423, grad_norm: 5.3397 2021-02-06 01:09:12,177 - mmaction - INFO - Epoch [53][340/3757] lr: 1.000e-03, eta: 1 day, 23:22:25, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.3687, loss: 1.3687, grad_norm: 5.4373 2021-02-06 01:09:21,060 - mmaction - INFO - Epoch [53][360/3757] lr: 1.000e-03, eta: 1 day, 23:21:50, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8695, loss_cls: 1.3076, loss: 1.3076, grad_norm: 5.2976 2021-02-06 01:09:29,948 - mmaction - INFO - Epoch [53][380/3757] lr: 1.000e-03, eta: 1 day, 23:21:15, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.2774, loss: 1.2774, grad_norm: 5.3965 2021-02-06 01:09:38,892 - mmaction - INFO - Epoch [53][400/3757] lr: 1.000e-03, eta: 1 day, 23:20:40, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6766, top5_acc: 0.8695, loss_cls: 1.3083, loss: 1.3083, grad_norm: 5.2481 2021-02-06 01:09:47,754 - mmaction - INFO - Epoch [53][420/3757] lr: 1.000e-03, eta: 1 day, 23:20:05, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6687, top5_acc: 0.8492, loss_cls: 1.3962, loss: 1.3962, grad_norm: 5.4768 2021-02-06 01:09:56,707 - mmaction - INFO - Epoch [53][440/3757] lr: 1.000e-03, eta: 1 day, 23:19:31, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8602, loss_cls: 1.3073, loss: 1.3073, grad_norm: 5.4184 2021-02-06 01:10:05,612 - mmaction - INFO - Epoch [53][460/3757] lr: 1.000e-03, eta: 1 day, 23:18:56, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8703, loss_cls: 1.2467, loss: 1.2467, grad_norm: 5.4644 2021-02-06 01:10:14,478 - mmaction - INFO - Epoch [53][480/3757] lr: 1.000e-03, eta: 1 day, 23:18:21, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6633, top5_acc: 0.8688, loss_cls: 1.3333, loss: 1.3333, grad_norm: 5.6415 2021-02-06 01:10:23,367 - mmaction - INFO - Epoch [53][500/3757] lr: 1.000e-03, eta: 1 day, 23:17:46, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8680, loss_cls: 1.2938, loss: 1.2938, grad_norm: 5.3338 2021-02-06 01:10:32,278 - mmaction - INFO - Epoch [53][520/3757] lr: 1.000e-03, eta: 1 day, 23:17:11, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8727, loss_cls: 1.2632, loss: 1.2632, grad_norm: 5.4556 2021-02-06 01:10:41,155 - mmaction - INFO - Epoch [53][540/3757] lr: 1.000e-03, eta: 1 day, 23:16:36, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6719, top5_acc: 0.8695, loss_cls: 1.3226, loss: 1.3226, grad_norm: 5.5494 2021-02-06 01:10:50,074 - mmaction - INFO - Epoch [53][560/3757] lr: 1.000e-03, eta: 1 day, 23:16:01, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6781, top5_acc: 0.8688, loss_cls: 1.2920, loss: 1.2920, grad_norm: 5.2832 2021-02-06 01:10:58,954 - mmaction - INFO - Epoch [53][580/3757] lr: 1.000e-03, eta: 1 day, 23:15:26, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8773, loss_cls: 1.2803, loss: 1.2803, grad_norm: 5.3527 2021-02-06 01:11:07,886 - mmaction - INFO - Epoch [53][600/3757] lr: 1.000e-03, eta: 1 day, 23:14:52, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8633, loss_cls: 1.3701, loss: 1.3701, grad_norm: 5.4555 2021-02-06 01:11:16,801 - mmaction - INFO - Epoch [53][620/3757] lr: 1.000e-03, eta: 1 day, 23:14:17, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8766, loss_cls: 1.2943, loss: 1.2943, grad_norm: 5.2977 2021-02-06 01:11:25,734 - mmaction - INFO - Epoch [53][640/3757] lr: 1.000e-03, eta: 1 day, 23:13:42, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8844, loss_cls: 1.2736, loss: 1.2736, grad_norm: 5.7075 2021-02-06 01:11:34,735 - mmaction - INFO - Epoch [53][660/3757] lr: 1.000e-03, eta: 1 day, 23:13:07, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.3044, loss: 1.3044, grad_norm: 5.5526 2021-02-06 01:11:43,610 - mmaction - INFO - Epoch [53][680/3757] lr: 1.000e-03, eta: 1 day, 23:12:33, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8703, loss_cls: 1.2540, loss: 1.2540, grad_norm: 5.3076 2021-02-06 01:11:52,564 - mmaction - INFO - Epoch [53][700/3757] lr: 1.000e-03, eta: 1 day, 23:11:58, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.3556, loss: 1.3556, grad_norm: 5.3939 2021-02-06 01:12:01,463 - mmaction - INFO - Epoch [53][720/3757] lr: 1.000e-03, eta: 1 day, 23:11:23, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8812, loss_cls: 1.1959, loss: 1.1959, grad_norm: 5.4460 2021-02-06 01:12:10,372 - mmaction - INFO - Epoch [53][740/3757] lr: 1.000e-03, eta: 1 day, 23:10:48, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8656, loss_cls: 1.3031, loss: 1.3031, grad_norm: 5.4885 2021-02-06 01:12:19,298 - mmaction - INFO - Epoch [53][760/3757] lr: 1.000e-03, eta: 1 day, 23:10:14, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8516, loss_cls: 1.3427, loss: 1.3427, grad_norm: 5.4494 2021-02-06 01:12:28,236 - mmaction - INFO - Epoch [53][780/3757] lr: 1.000e-03, eta: 1 day, 23:09:39, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6531, top5_acc: 0.8531, loss_cls: 1.3927, loss: 1.3927, grad_norm: 5.6770 2021-02-06 01:12:37,169 - mmaction - INFO - Epoch [53][800/3757] lr: 1.000e-03, eta: 1 day, 23:09:04, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8758, loss_cls: 1.2781, loss: 1.2781, grad_norm: 5.5484 2021-02-06 01:12:46,133 - mmaction - INFO - Epoch [53][820/3757] lr: 1.000e-03, eta: 1 day, 23:08:30, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8703, loss_cls: 1.2838, loss: 1.2838, grad_norm: 5.4804 2021-02-06 01:12:55,066 - mmaction - INFO - Epoch [53][840/3757] lr: 1.000e-03, eta: 1 day, 23:07:55, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8836, loss_cls: 1.2376, loss: 1.2376, grad_norm: 5.3846 2021-02-06 01:13:03,918 - mmaction - INFO - Epoch [53][860/3757] lr: 1.000e-03, eta: 1 day, 23:07:20, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8680, loss_cls: 1.2862, loss: 1.2862, grad_norm: 5.4361 2021-02-06 01:13:12,884 - mmaction - INFO - Epoch [53][880/3757] lr: 1.000e-03, eta: 1 day, 23:06:45, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6695, top5_acc: 0.8648, loss_cls: 1.2994, loss: 1.2994, grad_norm: 5.5246 2021-02-06 01:13:21,778 - mmaction - INFO - Epoch [53][900/3757] lr: 1.000e-03, eta: 1 day, 23:06:11, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8617, loss_cls: 1.2914, loss: 1.2914, grad_norm: 5.5102 2021-02-06 01:13:30,731 - mmaction - INFO - Epoch [53][920/3757] lr: 1.000e-03, eta: 1 day, 23:05:36, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8453, loss_cls: 1.3836, loss: 1.3836, grad_norm: 5.5771 2021-02-06 01:13:39,659 - mmaction - INFO - Epoch [53][940/3757] lr: 1.000e-03, eta: 1 day, 23:05:02, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6680, top5_acc: 0.8516, loss_cls: 1.3796, loss: 1.3796, grad_norm: 5.4153 2021-02-06 01:13:48,580 - mmaction - INFO - Epoch [53][960/3757] lr: 1.000e-03, eta: 1 day, 23:04:27, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8492, loss_cls: 1.3851, loss: 1.3851, grad_norm: 5.4255 2021-02-06 01:13:57,463 - mmaction - INFO - Epoch [53][980/3757] lr: 1.000e-03, eta: 1 day, 23:03:52, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8680, loss_cls: 1.2964, loss: 1.2964, grad_norm: 5.3114 2021-02-06 01:14:06,476 - mmaction - INFO - Epoch [53][1000/3757] lr: 1.000e-03, eta: 1 day, 23:03:18, time: 0.451, data_time: 0.002, memory: 7141, top1_acc: 0.6750, top5_acc: 0.8523, loss_cls: 1.3510, loss: 1.3510, grad_norm: 5.4153 2021-02-06 01:14:15,332 - mmaction - INFO - Epoch [53][1020/3757] lr: 1.000e-03, eta: 1 day, 23:02:43, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.3169, loss: 1.3169, grad_norm: 5.3843 2021-02-06 01:14:24,215 - mmaction - INFO - Epoch [53][1040/3757] lr: 1.000e-03, eta: 1 day, 23:02:08, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8617, loss_cls: 1.2996, loss: 1.2996, grad_norm: 5.3897 2021-02-06 01:14:33,121 - mmaction - INFO - Epoch [53][1060/3757] lr: 1.000e-03, eta: 1 day, 23:01:34, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8742, loss_cls: 1.2844, loss: 1.2844, grad_norm: 5.4036 2021-02-06 01:14:42,109 - mmaction - INFO - Epoch [53][1080/3757] lr: 1.000e-03, eta: 1 day, 23:00:59, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8812, loss_cls: 1.2747, loss: 1.2747, grad_norm: 5.3449 2021-02-06 01:14:51,024 - mmaction - INFO - Epoch [53][1100/3757] lr: 1.000e-03, eta: 1 day, 23:00:25, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8641, loss_cls: 1.2508, loss: 1.2508, grad_norm: 5.2952 2021-02-06 01:14:59,916 - mmaction - INFO - Epoch [53][1120/3757] lr: 1.000e-03, eta: 1 day, 22:59:50, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3100, loss: 1.3100, grad_norm: 5.3996 2021-02-06 01:15:08,838 - mmaction - INFO - Epoch [53][1140/3757] lr: 1.000e-03, eta: 1 day, 22:59:15, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8766, loss_cls: 1.3142, loss: 1.3142, grad_norm: 5.4681 2021-02-06 01:15:17,804 - mmaction - INFO - Epoch [53][1160/3757] lr: 1.000e-03, eta: 1 day, 22:58:41, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6648, top5_acc: 0.8656, loss_cls: 1.3486, loss: 1.3486, grad_norm: 5.5431 2021-02-06 01:15:26,742 - mmaction - INFO - Epoch [53][1180/3757] lr: 1.000e-03, eta: 1 day, 22:58:06, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8578, loss_cls: 1.3147, loss: 1.3147, grad_norm: 5.3393 2021-02-06 01:15:35,677 - mmaction - INFO - Epoch [53][1200/3757] lr: 1.000e-03, eta: 1 day, 22:57:32, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8711, loss_cls: 1.2804, loss: 1.2804, grad_norm: 5.2495 2021-02-06 01:15:44,619 - mmaction - INFO - Epoch [53][1220/3757] lr: 1.000e-03, eta: 1 day, 22:56:57, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.3582, loss: 1.3582, grad_norm: 5.3784 2021-02-06 01:15:53,498 - mmaction - INFO - Epoch [53][1240/3757] lr: 1.000e-03, eta: 1 day, 22:56:23, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8523, loss_cls: 1.3277, loss: 1.3277, grad_norm: 5.4265 2021-02-06 01:16:02,410 - mmaction - INFO - Epoch [53][1260/3757] lr: 1.000e-03, eta: 1 day, 22:55:48, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.3870, loss: 1.3870, grad_norm: 5.5539 2021-02-06 01:16:11,282 - mmaction - INFO - Epoch [53][1280/3757] lr: 1.000e-03, eta: 1 day, 22:55:14, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6484, top5_acc: 0.8539, loss_cls: 1.4574, loss: 1.4574, grad_norm: 5.6820 2021-02-06 01:16:20,140 - mmaction - INFO - Epoch [53][1300/3757] lr: 1.000e-03, eta: 1 day, 22:54:39, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8703, loss_cls: 1.2658, loss: 1.2658, grad_norm: 5.4379 2021-02-06 01:16:29,094 - mmaction - INFO - Epoch [53][1320/3757] lr: 1.000e-03, eta: 1 day, 22:54:05, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6641, top5_acc: 0.8633, loss_cls: 1.3374, loss: 1.3374, grad_norm: 5.5082 2021-02-06 01:16:38,070 - mmaction - INFO - Epoch [53][1340/3757] lr: 1.000e-03, eta: 1 day, 22:53:30, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8664, loss_cls: 1.3502, loss: 1.3502, grad_norm: 5.6116 2021-02-06 01:16:47,065 - mmaction - INFO - Epoch [53][1360/3757] lr: 1.000e-03, eta: 1 day, 22:52:56, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8602, loss_cls: 1.3136, loss: 1.3136, grad_norm: 5.4392 2021-02-06 01:16:56,104 - mmaction - INFO - Epoch [53][1380/3757] lr: 1.000e-03, eta: 1 day, 22:52:22, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3328, loss: 1.3328, grad_norm: 5.4982 2021-02-06 01:17:04,978 - mmaction - INFO - Epoch [53][1400/3757] lr: 1.000e-03, eta: 1 day, 22:51:47, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6680, top5_acc: 0.8633, loss_cls: 1.3540, loss: 1.3540, grad_norm: 5.5201 2021-02-06 01:17:13,870 - mmaction - INFO - Epoch [53][1420/3757] lr: 1.000e-03, eta: 1 day, 22:51:13, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.2907, loss: 1.2907, grad_norm: 5.3725 2021-02-06 01:17:22,754 - mmaction - INFO - Epoch [53][1440/3757] lr: 1.000e-03, eta: 1 day, 22:50:38, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8594, loss_cls: 1.3028, loss: 1.3028, grad_norm: 5.2742 2021-02-06 01:17:31,679 - mmaction - INFO - Epoch [53][1460/3757] lr: 1.000e-03, eta: 1 day, 22:50:04, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.4029, loss: 1.4029, grad_norm: 5.6054 2021-02-06 01:17:40,545 - mmaction - INFO - Epoch [53][1480/3757] lr: 1.000e-03, eta: 1 day, 22:49:29, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.3038, loss: 1.3038, grad_norm: 5.3574 2021-02-06 01:17:49,457 - mmaction - INFO - Epoch [53][1500/3757] lr: 1.000e-03, eta: 1 day, 22:48:55, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.3294, loss: 1.3294, grad_norm: 5.3683 2021-02-06 01:17:58,420 - mmaction - INFO - Epoch [53][1520/3757] lr: 1.000e-03, eta: 1 day, 22:48:21, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6687, top5_acc: 0.8617, loss_cls: 1.3570, loss: 1.3570, grad_norm: 5.4338 2021-02-06 01:18:07,371 - mmaction - INFO - Epoch [53][1540/3757] lr: 1.000e-03, eta: 1 day, 22:47:46, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8727, loss_cls: 1.2030, loss: 1.2030, grad_norm: 5.1033 2021-02-06 01:18:16,292 - mmaction - INFO - Epoch [53][1560/3757] lr: 1.000e-03, eta: 1 day, 22:47:12, time: 0.447, data_time: 0.002, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8883, loss_cls: 1.1917, loss: 1.1917, grad_norm: 5.2393 2021-02-06 01:18:25,165 - mmaction - INFO - Epoch [53][1580/3757] lr: 1.000e-03, eta: 1 day, 22:46:38, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6727, top5_acc: 0.8555, loss_cls: 1.3780, loss: 1.3780, grad_norm: 5.4954 2021-02-06 01:18:34,087 - mmaction - INFO - Epoch [53][1600/3757] lr: 1.000e-03, eta: 1 day, 22:46:03, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8633, loss_cls: 1.3143, loss: 1.3143, grad_norm: 5.4448 2021-02-06 01:18:42,999 - mmaction - INFO - Epoch [53][1620/3757] lr: 1.000e-03, eta: 1 day, 22:45:29, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8789, loss_cls: 1.2517, loss: 1.2517, grad_norm: 5.4388 2021-02-06 01:18:51,910 - mmaction - INFO - Epoch [53][1640/3757] lr: 1.000e-03, eta: 1 day, 22:44:55, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8695, loss_cls: 1.2893, loss: 1.2893, grad_norm: 5.3136 2021-02-06 01:19:00,864 - mmaction - INFO - Epoch [53][1660/3757] lr: 1.000e-03, eta: 1 day, 22:44:20, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8633, loss_cls: 1.3175, loss: 1.3175, grad_norm: 5.2656 2021-02-06 01:19:09,806 - mmaction - INFO - Epoch [53][1680/3757] lr: 1.000e-03, eta: 1 day, 22:43:46, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8875, loss_cls: 1.2125, loss: 1.2125, grad_norm: 5.3181 2021-02-06 01:19:18,768 - mmaction - INFO - Epoch [53][1700/3757] lr: 1.000e-03, eta: 1 day, 22:43:12, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8773, loss_cls: 1.2606, loss: 1.2606, grad_norm: 5.3843 2021-02-06 01:19:27,682 - mmaction - INFO - Epoch [53][1720/3757] lr: 1.000e-03, eta: 1 day, 22:42:37, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8680, loss_cls: 1.3369, loss: 1.3369, grad_norm: 5.6289 2021-02-06 01:19:36,630 - mmaction - INFO - Epoch [53][1740/3757] lr: 1.000e-03, eta: 1 day, 22:42:03, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8789, loss_cls: 1.2496, loss: 1.2496, grad_norm: 5.3565 2021-02-06 01:19:45,523 - mmaction - INFO - Epoch [53][1760/3757] lr: 1.000e-03, eta: 1 day, 22:41:29, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6750, top5_acc: 0.8477, loss_cls: 1.3714, loss: 1.3714, grad_norm: 5.3443 2021-02-06 01:19:54,420 - mmaction - INFO - Epoch [53][1780/3757] lr: 1.000e-03, eta: 1 day, 22:40:55, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.3531, loss: 1.3531, grad_norm: 5.5238 2021-02-06 01:20:03,395 - mmaction - INFO - Epoch [53][1800/3757] lr: 1.000e-03, eta: 1 day, 22:40:20, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6648, top5_acc: 0.8586, loss_cls: 1.3383, loss: 1.3383, grad_norm: 5.6374 2021-02-06 01:20:12,354 - mmaction - INFO - Epoch [53][1820/3757] lr: 1.000e-03, eta: 1 day, 22:39:46, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6750, top5_acc: 0.8547, loss_cls: 1.3376, loss: 1.3376, grad_norm: 5.7002 2021-02-06 01:20:21,380 - mmaction - INFO - Epoch [53][1840/3757] lr: 1.000e-03, eta: 1 day, 22:39:12, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8664, loss_cls: 1.3168, loss: 1.3168, grad_norm: 5.5080 2021-02-06 01:20:30,330 - mmaction - INFO - Epoch [53][1860/3757] lr: 1.000e-03, eta: 1 day, 22:38:38, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8586, loss_cls: 1.3553, loss: 1.3553, grad_norm: 5.5783 2021-02-06 01:20:39,228 - mmaction - INFO - Epoch [53][1880/3757] lr: 1.000e-03, eta: 1 day, 22:38:04, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6727, top5_acc: 0.8711, loss_cls: 1.3066, loss: 1.3066, grad_norm: 5.4249 2021-02-06 01:20:48,200 - mmaction - INFO - Epoch [53][1900/3757] lr: 1.000e-03, eta: 1 day, 22:37:29, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8547, loss_cls: 1.3863, loss: 1.3863, grad_norm: 5.5493 2021-02-06 01:20:57,177 - mmaction - INFO - Epoch [53][1920/3757] lr: 1.000e-03, eta: 1 day, 22:36:55, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8664, loss_cls: 1.2955, loss: 1.2955, grad_norm: 5.5059 2021-02-06 01:21:06,070 - mmaction - INFO - Epoch [53][1940/3757] lr: 1.000e-03, eta: 1 day, 22:36:21, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8750, loss_cls: 1.2697, loss: 1.2697, grad_norm: 5.3475 2021-02-06 01:21:15,012 - mmaction - INFO - Epoch [53][1960/3757] lr: 1.000e-03, eta: 1 day, 22:35:47, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8742, loss_cls: 1.2674, loss: 1.2674, grad_norm: 5.4549 2021-02-06 01:21:23,952 - mmaction - INFO - Epoch [53][1980/3757] lr: 1.000e-03, eta: 1 day, 22:35:13, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8672, loss_cls: 1.2760, loss: 1.2760, grad_norm: 5.4599 2021-02-06 01:21:32,918 - mmaction - INFO - Epoch [53][2000/3757] lr: 1.000e-03, eta: 1 day, 22:34:39, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8609, loss_cls: 1.2906, loss: 1.2906, grad_norm: 5.2661 2021-02-06 01:21:41,861 - mmaction - INFO - Epoch [53][2020/3757] lr: 1.000e-03, eta: 1 day, 22:34:05, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8766, loss_cls: 1.2780, loss: 1.2780, grad_norm: 5.5408 2021-02-06 01:21:50,810 - mmaction - INFO - Epoch [53][2040/3757] lr: 1.000e-03, eta: 1 day, 22:33:30, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6586, top5_acc: 0.8625, loss_cls: 1.3800, loss: 1.3800, grad_norm: 5.6098 2021-02-06 01:21:59,731 - mmaction - INFO - Epoch [53][2060/3757] lr: 1.000e-03, eta: 1 day, 22:32:56, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6648, top5_acc: 0.8539, loss_cls: 1.3794, loss: 1.3794, grad_norm: 5.6319 2021-02-06 01:22:08,649 - mmaction - INFO - Epoch [53][2080/3757] lr: 1.000e-03, eta: 1 day, 22:32:22, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6438, top5_acc: 0.8492, loss_cls: 1.4530, loss: 1.4530, grad_norm: 5.6786 2021-02-06 01:22:17,582 - mmaction - INFO - Epoch [53][2100/3757] lr: 1.000e-03, eta: 1 day, 22:31:48, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8688, loss_cls: 1.3202, loss: 1.3202, grad_norm: 5.5165 2021-02-06 01:22:26,478 - mmaction - INFO - Epoch [53][2120/3757] lr: 1.000e-03, eta: 1 day, 22:31:14, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8664, loss_cls: 1.2716, loss: 1.2716, grad_norm: 5.3918 2021-02-06 01:22:35,408 - mmaction - INFO - Epoch [53][2140/3757] lr: 1.000e-03, eta: 1 day, 22:30:40, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2374, loss: 1.2374, grad_norm: 5.1763 2021-02-06 01:22:44,296 - mmaction - INFO - Epoch [53][2160/3757] lr: 1.000e-03, eta: 1 day, 22:30:06, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6648, top5_acc: 0.8586, loss_cls: 1.3618, loss: 1.3618, grad_norm: 5.4241 2021-02-06 01:22:53,224 - mmaction - INFO - Epoch [53][2180/3757] lr: 1.000e-03, eta: 1 day, 22:29:32, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8734, loss_cls: 1.3060, loss: 1.3060, grad_norm: 5.4540 2021-02-06 01:23:02,174 - mmaction - INFO - Epoch [53][2200/3757] lr: 1.000e-03, eta: 1 day, 22:28:57, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8680, loss_cls: 1.3035, loss: 1.3035, grad_norm: 5.3581 2021-02-06 01:23:11,128 - mmaction - INFO - Epoch [53][2220/3757] lr: 1.000e-03, eta: 1 day, 22:28:23, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8711, loss_cls: 1.2736, loss: 1.2736, grad_norm: 5.3791 2021-02-06 01:23:20,076 - mmaction - INFO - Epoch [53][2240/3757] lr: 1.000e-03, eta: 1 day, 22:27:49, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8617, loss_cls: 1.3161, loss: 1.3161, grad_norm: 5.3483 2021-02-06 01:23:28,985 - mmaction - INFO - Epoch [53][2260/3757] lr: 1.000e-03, eta: 1 day, 22:27:15, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8703, loss_cls: 1.3419, loss: 1.3419, grad_norm: 5.5031 2021-02-06 01:23:37,846 - mmaction - INFO - Epoch [53][2280/3757] lr: 1.000e-03, eta: 1 day, 22:26:41, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8531, loss_cls: 1.3375, loss: 1.3375, grad_norm: 5.3400 2021-02-06 01:23:46,745 - mmaction - INFO - Epoch [53][2300/3757] lr: 1.000e-03, eta: 1 day, 22:26:07, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8781, loss_cls: 1.2750, loss: 1.2750, grad_norm: 5.3692 2021-02-06 01:23:55,650 - mmaction - INFO - Epoch [53][2320/3757] lr: 1.000e-03, eta: 1 day, 22:25:33, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8656, loss_cls: 1.3545, loss: 1.3545, grad_norm: 5.5122 2021-02-06 01:24:04,528 - mmaction - INFO - Epoch [53][2340/3757] lr: 1.000e-03, eta: 1 day, 22:24:59, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6453, top5_acc: 0.8469, loss_cls: 1.4285, loss: 1.4285, grad_norm: 5.6557 2021-02-06 01:24:13,486 - mmaction - INFO - Epoch [53][2360/3757] lr: 1.000e-03, eta: 1 day, 22:24:25, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6523, top5_acc: 0.8523, loss_cls: 1.3703, loss: 1.3703, grad_norm: 5.5021 2021-02-06 01:24:22,420 - mmaction - INFO - Epoch [53][2380/3757] lr: 1.000e-03, eta: 1 day, 22:23:51, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6664, top5_acc: 0.8531, loss_cls: 1.4002, loss: 1.4002, grad_norm: 5.4956 2021-02-06 01:24:31,311 - mmaction - INFO - Epoch [53][2400/3757] lr: 1.000e-03, eta: 1 day, 22:23:17, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6664, top5_acc: 0.8484, loss_cls: 1.3922, loss: 1.3922, grad_norm: 5.3417 2021-02-06 01:24:40,288 - mmaction - INFO - Epoch [53][2420/3757] lr: 1.000e-03, eta: 1 day, 22:22:43, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8680, loss_cls: 1.2855, loss: 1.2855, grad_norm: 5.2051 2021-02-06 01:24:49,230 - mmaction - INFO - Epoch [53][2440/3757] lr: 1.000e-03, eta: 1 day, 22:22:09, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8414, loss_cls: 1.4013, loss: 1.4013, grad_norm: 5.6268 2021-02-06 01:24:58,150 - mmaction - INFO - Epoch [53][2460/3757] lr: 1.000e-03, eta: 1 day, 22:21:35, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.1855, loss: 1.1855, grad_norm: 5.3636 2021-02-06 01:25:07,100 - mmaction - INFO - Epoch [53][2480/3757] lr: 1.000e-03, eta: 1 day, 22:21:01, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8680, loss_cls: 1.3055, loss: 1.3055, grad_norm: 5.4222 2021-02-06 01:25:16,005 - mmaction - INFO - Epoch [53][2500/3757] lr: 1.000e-03, eta: 1 day, 22:20:27, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8773, loss_cls: 1.2971, loss: 1.2971, grad_norm: 5.4594 2021-02-06 01:25:24,870 - mmaction - INFO - Epoch [53][2520/3757] lr: 1.000e-03, eta: 1 day, 22:19:53, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6766, top5_acc: 0.8523, loss_cls: 1.3367, loss: 1.3367, grad_norm: 5.3975 2021-02-06 01:25:33,786 - mmaction - INFO - Epoch [53][2540/3757] lr: 1.000e-03, eta: 1 day, 22:19:19, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2623, loss: 1.2623, grad_norm: 5.5062 2021-02-06 01:25:42,692 - mmaction - INFO - Epoch [53][2560/3757] lr: 1.000e-03, eta: 1 day, 22:18:45, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3516, loss: 1.3516, grad_norm: 5.5501 2021-02-06 01:25:51,540 - mmaction - INFO - Epoch [53][2580/3757] lr: 1.000e-03, eta: 1 day, 22:18:11, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8789, loss_cls: 1.2590, loss: 1.2590, grad_norm: 5.2041 2021-02-06 01:26:00,462 - mmaction - INFO - Epoch [53][2600/3757] lr: 1.000e-03, eta: 1 day, 22:17:37, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.2781, loss: 1.2781, grad_norm: 5.4257 2021-02-06 01:26:09,394 - mmaction - INFO - Epoch [53][2620/3757] lr: 1.000e-03, eta: 1 day, 22:17:03, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.2516, loss: 1.2516, grad_norm: 5.2644 2021-02-06 01:26:18,344 - mmaction - INFO - Epoch [53][2640/3757] lr: 1.000e-03, eta: 1 day, 22:16:30, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6641, top5_acc: 0.8492, loss_cls: 1.3822, loss: 1.3822, grad_norm: 5.7154 2021-02-06 01:26:27,181 - mmaction - INFO - Epoch [53][2660/3757] lr: 1.000e-03, eta: 1 day, 22:15:56, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6625, top5_acc: 0.8641, loss_cls: 1.3207, loss: 1.3207, grad_norm: 5.3561 2021-02-06 01:26:36,165 - mmaction - INFO - Epoch [53][2680/3757] lr: 1.000e-03, eta: 1 day, 22:15:22, time: 0.449, data_time: 0.005, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8656, loss_cls: 1.2609, loss: 1.2609, grad_norm: 5.3291 2021-02-06 01:26:45,055 - mmaction - INFO - Epoch [53][2700/3757] lr: 1.000e-03, eta: 1 day, 22:14:48, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8609, loss_cls: 1.2907, loss: 1.2907, grad_norm: 5.4966 2021-02-06 01:26:54,001 - mmaction - INFO - Epoch [53][2720/3757] lr: 1.000e-03, eta: 1 day, 22:14:14, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8641, loss_cls: 1.3401, loss: 1.3401, grad_norm: 5.5334 2021-02-06 01:27:02,918 - mmaction - INFO - Epoch [53][2740/3757] lr: 1.000e-03, eta: 1 day, 22:13:40, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8562, loss_cls: 1.3260, loss: 1.3260, grad_norm: 5.5418 2021-02-06 01:27:11,851 - mmaction - INFO - Epoch [53][2760/3757] lr: 1.000e-03, eta: 1 day, 22:13:06, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 1.3191, loss: 1.3191, grad_norm: 5.5952 2021-02-06 01:27:20,764 - mmaction - INFO - Epoch [53][2780/3757] lr: 1.000e-03, eta: 1 day, 22:12:33, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2313, loss: 1.2313, grad_norm: 5.2226 2021-02-06 01:27:29,654 - mmaction - INFO - Epoch [53][2800/3757] lr: 1.000e-03, eta: 1 day, 22:11:59, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8617, loss_cls: 1.3245, loss: 1.3245, grad_norm: 5.4343 2021-02-06 01:27:38,472 - mmaction - INFO - Epoch [53][2820/3757] lr: 1.000e-03, eta: 1 day, 22:11:25, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8797, loss_cls: 1.2511, loss: 1.2511, grad_norm: 5.4980 2021-02-06 01:27:47,357 - mmaction - INFO - Epoch [53][2840/3757] lr: 1.000e-03, eta: 1 day, 22:10:51, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8484, loss_cls: 1.3369, loss: 1.3369, grad_norm: 5.3858 2021-02-06 01:27:56,235 - mmaction - INFO - Epoch [53][2860/3757] lr: 1.000e-03, eta: 1 day, 22:10:17, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6633, top5_acc: 0.8773, loss_cls: 1.3407, loss: 1.3407, grad_norm: 5.7142 2021-02-06 01:28:05,159 - mmaction - INFO - Epoch [53][2880/3757] lr: 1.000e-03, eta: 1 day, 22:09:43, time: 0.448, data_time: 0.002, memory: 7141, top1_acc: 0.6687, top5_acc: 0.8656, loss_cls: 1.2956, loss: 1.2956, grad_norm: 5.5401 2021-02-06 01:28:14,096 - mmaction - INFO - Epoch [53][2900/3757] lr: 1.000e-03, eta: 1 day, 22:09:09, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8664, loss_cls: 1.3353, loss: 1.3353, grad_norm: 5.6140 2021-02-06 01:28:23,025 - mmaction - INFO - Epoch [53][2920/3757] lr: 1.000e-03, eta: 1 day, 22:08:36, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6727, top5_acc: 0.8547, loss_cls: 1.3512, loss: 1.3512, grad_norm: 5.5232 2021-02-06 01:28:31,906 - mmaction - INFO - Epoch [53][2940/3757] lr: 1.000e-03, eta: 1 day, 22:08:02, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8750, loss_cls: 1.2513, loss: 1.2513, grad_norm: 5.3600 2021-02-06 01:28:40,790 - mmaction - INFO - Epoch [53][2960/3757] lr: 1.000e-03, eta: 1 day, 22:07:28, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8750, loss_cls: 1.2850, loss: 1.2850, grad_norm: 5.5391 2021-02-06 01:28:49,712 - mmaction - INFO - Epoch [53][2980/3757] lr: 1.000e-03, eta: 1 day, 22:06:54, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8633, loss_cls: 1.3261, loss: 1.3261, grad_norm: 5.4952 2021-02-06 01:28:58,559 - mmaction - INFO - Epoch [53][3000/3757] lr: 1.000e-03, eta: 1 day, 22:06:20, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8758, loss_cls: 1.2272, loss: 1.2272, grad_norm: 5.4326 2021-02-06 01:29:07,543 - mmaction - INFO - Epoch [53][3020/3757] lr: 1.000e-03, eta: 1 day, 22:05:47, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6727, top5_acc: 0.8625, loss_cls: 1.3114, loss: 1.3114, grad_norm: 5.3993 2021-02-06 01:29:16,434 - mmaction - INFO - Epoch [53][3040/3757] lr: 1.000e-03, eta: 1 day, 22:05:13, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3486, loss: 1.3486, grad_norm: 5.4168 2021-02-06 01:29:25,402 - mmaction - INFO - Epoch [53][3060/3757] lr: 1.000e-03, eta: 1 day, 22:04:39, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8508, loss_cls: 1.3591, loss: 1.3591, grad_norm: 5.5492 2021-02-06 01:29:34,275 - mmaction - INFO - Epoch [53][3080/3757] lr: 1.000e-03, eta: 1 day, 22:04:06, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3950, loss: 1.3950, grad_norm: 5.8863 2021-02-06 01:29:43,198 - mmaction - INFO - Epoch [53][3100/3757] lr: 1.000e-03, eta: 1 day, 22:03:32, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8742, loss_cls: 1.2762, loss: 1.2762, grad_norm: 5.3733 2021-02-06 01:29:52,031 - mmaction - INFO - Epoch [53][3120/3757] lr: 1.000e-03, eta: 1 day, 22:02:58, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6664, top5_acc: 0.8641, loss_cls: 1.3300, loss: 1.3300, grad_norm: 5.5338 2021-02-06 01:30:00,961 - mmaction - INFO - Epoch [53][3140/3757] lr: 1.000e-03, eta: 1 day, 22:02:24, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8820, loss_cls: 1.2623, loss: 1.2623, grad_norm: 5.5967 2021-02-06 01:30:09,904 - mmaction - INFO - Epoch [53][3160/3757] lr: 1.000e-03, eta: 1 day, 22:01:51, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8688, loss_cls: 1.2845, loss: 1.2845, grad_norm: 5.4364 2021-02-06 01:30:18,909 - mmaction - INFO - Epoch [53][3180/3757] lr: 1.000e-03, eta: 1 day, 22:01:17, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8836, loss_cls: 1.2181, loss: 1.2181, grad_norm: 5.3615 2021-02-06 01:30:27,844 - mmaction - INFO - Epoch [53][3200/3757] lr: 1.000e-03, eta: 1 day, 22:00:44, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6617, top5_acc: 0.8555, loss_cls: 1.4104, loss: 1.4104, grad_norm: 5.5888 2021-02-06 01:30:36,699 - mmaction - INFO - Epoch [53][3220/3757] lr: 1.000e-03, eta: 1 day, 22:00:10, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8672, loss_cls: 1.2875, loss: 1.2875, grad_norm: 5.3520 2021-02-06 01:30:45,559 - mmaction - INFO - Epoch [53][3240/3757] lr: 1.000e-03, eta: 1 day, 21:59:36, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8539, loss_cls: 1.2939, loss: 1.2939, grad_norm: 5.4818 2021-02-06 01:30:54,432 - mmaction - INFO - Epoch [53][3260/3757] lr: 1.000e-03, eta: 1 day, 21:59:02, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8742, loss_cls: 1.2835, loss: 1.2835, grad_norm: 5.5128 2021-02-06 01:31:03,288 - mmaction - INFO - Epoch [53][3280/3757] lr: 1.000e-03, eta: 1 day, 21:58:29, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8609, loss_cls: 1.3158, loss: 1.3158, grad_norm: 5.6016 2021-02-06 01:31:12,202 - mmaction - INFO - Epoch [53][3300/3757] lr: 1.000e-03, eta: 1 day, 21:57:55, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.3740, loss: 1.3740, grad_norm: 5.4369 2021-02-06 01:31:21,068 - mmaction - INFO - Epoch [53][3320/3757] lr: 1.000e-03, eta: 1 day, 21:57:21, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3610, loss: 1.3610, grad_norm: 5.4708 2021-02-06 01:31:30,003 - mmaction - INFO - Epoch [53][3340/3757] lr: 1.000e-03, eta: 1 day, 21:56:48, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6641, top5_acc: 0.8531, loss_cls: 1.3711, loss: 1.3711, grad_norm: 5.5382 2021-02-06 01:31:38,906 - mmaction - INFO - Epoch [53][3360/3757] lr: 1.000e-03, eta: 1 day, 21:56:14, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.3635, loss: 1.3635, grad_norm: 5.4908 2021-02-06 01:31:47,766 - mmaction - INFO - Epoch [53][3380/3757] lr: 1.000e-03, eta: 1 day, 21:55:40, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.3894, loss: 1.3894, grad_norm: 5.6472 2021-02-06 01:31:56,724 - mmaction - INFO - Epoch [53][3400/3757] lr: 1.000e-03, eta: 1 day, 21:55:07, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8383, loss_cls: 1.4070, loss: 1.4070, grad_norm: 5.4733 2021-02-06 01:32:05,620 - mmaction - INFO - Epoch [53][3420/3757] lr: 1.000e-03, eta: 1 day, 21:54:33, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.2362, loss: 1.2362, grad_norm: 5.0952 2021-02-06 01:32:14,534 - mmaction - INFO - Epoch [53][3440/3757] lr: 1.000e-03, eta: 1 day, 21:54:00, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8750, loss_cls: 1.2924, loss: 1.2924, grad_norm: 5.6067 2021-02-06 01:32:23,435 - mmaction - INFO - Epoch [53][3460/3757] lr: 1.000e-03, eta: 1 day, 21:53:26, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3014, loss: 1.3014, grad_norm: 5.6276 2021-02-06 01:32:32,330 - mmaction - INFO - Epoch [53][3480/3757] lr: 1.000e-03, eta: 1 day, 21:52:53, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8594, loss_cls: 1.3108, loss: 1.3108, grad_norm: 5.3992 2021-02-06 01:32:41,317 - mmaction - INFO - Epoch [53][3500/3757] lr: 1.000e-03, eta: 1 day, 21:52:19, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8680, loss_cls: 1.3360, loss: 1.3360, grad_norm: 5.4644 2021-02-06 01:32:50,236 - mmaction - INFO - Epoch [53][3520/3757] lr: 1.000e-03, eta: 1 day, 21:51:46, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6695, top5_acc: 0.8594, loss_cls: 1.3221, loss: 1.3221, grad_norm: 5.5048 2021-02-06 01:32:59,110 - mmaction - INFO - Epoch [53][3540/3757] lr: 1.000e-03, eta: 1 day, 21:51:12, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6562, top5_acc: 0.8484, loss_cls: 1.4136, loss: 1.4136, grad_norm: 5.5943 2021-02-06 01:33:08,042 - mmaction - INFO - Epoch [53][3560/3757] lr: 1.000e-03, eta: 1 day, 21:50:39, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8461, loss_cls: 1.4114, loss: 1.4114, grad_norm: 5.5059 2021-02-06 01:33:16,899 - mmaction - INFO - Epoch [53][3580/3757] lr: 1.000e-03, eta: 1 day, 21:50:05, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8531, loss_cls: 1.3216, loss: 1.3216, grad_norm: 5.4219 2021-02-06 01:33:25,793 - mmaction - INFO - Epoch [53][3600/3757] lr: 1.000e-03, eta: 1 day, 21:49:32, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6766, top5_acc: 0.8586, loss_cls: 1.3497, loss: 1.3497, grad_norm: 5.4199 2021-02-06 01:33:34,721 - mmaction - INFO - Epoch [53][3620/3757] lr: 1.000e-03, eta: 1 day, 21:48:58, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8664, loss_cls: 1.2858, loss: 1.2858, grad_norm: 5.4492 2021-02-06 01:33:43,627 - mmaction - INFO - Epoch [53][3640/3757] lr: 1.000e-03, eta: 1 day, 21:48:25, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3144, loss: 1.3144, grad_norm: 5.4339 2021-02-06 01:33:52,571 - mmaction - INFO - Epoch [53][3660/3757] lr: 1.000e-03, eta: 1 day, 21:47:51, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6695, top5_acc: 0.8656, loss_cls: 1.3330, loss: 1.3330, grad_norm: 5.5130 2021-02-06 01:34:01,483 - mmaction - INFO - Epoch [53][3680/3757] lr: 1.000e-03, eta: 1 day, 21:47:18, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8453, loss_cls: 1.3686, loss: 1.3686, grad_norm: 5.4568 2021-02-06 01:34:10,473 - mmaction - INFO - Epoch [53][3700/3757] lr: 1.000e-03, eta: 1 day, 21:46:44, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6648, top5_acc: 0.8555, loss_cls: 1.3739, loss: 1.3739, grad_norm: 5.5614 2021-02-06 01:34:19,442 - mmaction - INFO - Epoch [53][3720/3757] lr: 1.000e-03, eta: 1 day, 21:46:11, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8688, loss_cls: 1.2523, loss: 1.2523, grad_norm: 5.2061 2021-02-06 01:34:28,372 - mmaction - INFO - Epoch [53][3740/3757] lr: 1.000e-03, eta: 1 day, 21:45:38, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6508, top5_acc: 0.8578, loss_cls: 1.3813, loss: 1.3813, grad_norm: 5.6899 2021-02-06 01:34:36,465 - mmaction - INFO - Saving checkpoint at 53 epochs 2021-02-06 01:35:06,521 - mmaction - INFO - Epoch [54][20/3757] lr: 1.000e-03, eta: 1 day, 21:44:55, time: 1.463, data_time: 1.014, memory: 7141, top1_acc: 0.6656, top5_acc: 0.8398, loss_cls: 1.4275, loss: 1.4275, grad_norm: 5.5265 2021-02-06 01:35:15,405 - mmaction - INFO - Epoch [54][40/3757] lr: 1.000e-03, eta: 1 day, 21:44:22, time: 0.444, data_time: 0.004, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8719, loss_cls: 1.3196, loss: 1.3196, grad_norm: 5.4106 2021-02-06 01:35:24,262 - mmaction - INFO - Epoch [54][60/3757] lr: 1.000e-03, eta: 1 day, 21:43:48, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2634, loss: 1.2634, grad_norm: 5.2936 2021-02-06 01:35:33,263 - mmaction - INFO - Epoch [54][80/3757] lr: 1.000e-03, eta: 1 day, 21:43:15, time: 0.450, data_time: 0.002, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8547, loss_cls: 1.3337, loss: 1.3337, grad_norm: 5.3599 2021-02-06 01:35:42,199 - mmaction - INFO - Epoch [54][100/3757] lr: 1.000e-03, eta: 1 day, 21:42:42, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8797, loss_cls: 1.2143, loss: 1.2143, grad_norm: 5.3147 2021-02-06 01:35:51,087 - mmaction - INFO - Epoch [54][120/3757] lr: 1.000e-03, eta: 1 day, 21:42:08, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8664, loss_cls: 1.3078, loss: 1.3078, grad_norm: 5.3933 2021-02-06 01:36:00,075 - mmaction - INFO - Epoch [54][140/3757] lr: 1.000e-03, eta: 1 day, 21:41:35, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8680, loss_cls: 1.2612, loss: 1.2612, grad_norm: 5.2809 2021-02-06 01:36:09,102 - mmaction - INFO - Epoch [54][160/3757] lr: 1.000e-03, eta: 1 day, 21:41:02, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.3278, loss: 1.3278, grad_norm: 5.5962 2021-02-06 01:36:18,047 - mmaction - INFO - Epoch [54][180/3757] lr: 1.000e-03, eta: 1 day, 21:40:28, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8656, loss_cls: 1.2785, loss: 1.2785, grad_norm: 5.2020 2021-02-06 01:36:26,966 - mmaction - INFO - Epoch [54][200/3757] lr: 1.000e-03, eta: 1 day, 21:39:55, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8805, loss_cls: 1.2370, loss: 1.2370, grad_norm: 5.3385 2021-02-06 01:36:35,903 - mmaction - INFO - Epoch [54][220/3757] lr: 1.000e-03, eta: 1 day, 21:39:22, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6703, top5_acc: 0.8617, loss_cls: 1.3488, loss: 1.3488, grad_norm: 5.4866 2021-02-06 01:36:44,888 - mmaction - INFO - Epoch [54][240/3757] lr: 1.000e-03, eta: 1 day, 21:38:48, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8805, loss_cls: 1.1810, loss: 1.1810, grad_norm: 5.1249 2021-02-06 01:36:53,797 - mmaction - INFO - Epoch [54][260/3757] lr: 1.000e-03, eta: 1 day, 21:38:15, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8609, loss_cls: 1.3214, loss: 1.3214, grad_norm: 5.3792 2021-02-06 01:37:02,739 - mmaction - INFO - Epoch [54][280/3757] lr: 1.000e-03, eta: 1 day, 21:37:42, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8758, loss_cls: 1.2713, loss: 1.2713, grad_norm: 5.5181 2021-02-06 01:37:11,748 - mmaction - INFO - Epoch [54][300/3757] lr: 1.000e-03, eta: 1 day, 21:37:09, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.6750, top5_acc: 0.8641, loss_cls: 1.2957, loss: 1.2957, grad_norm: 5.5430 2021-02-06 01:37:20,683 - mmaction - INFO - Epoch [54][320/3757] lr: 1.000e-03, eta: 1 day, 21:36:35, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6695, top5_acc: 0.8648, loss_cls: 1.3425, loss: 1.3425, grad_norm: 5.5988 2021-02-06 01:37:29,626 - mmaction - INFO - Epoch [54][340/3757] lr: 1.000e-03, eta: 1 day, 21:36:02, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8711, loss_cls: 1.2776, loss: 1.2776, grad_norm: 5.2456 2021-02-06 01:37:38,550 - mmaction - INFO - Epoch [54][360/3757] lr: 1.000e-03, eta: 1 day, 21:35:29, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8609, loss_cls: 1.3143, loss: 1.3143, grad_norm: 5.4263 2021-02-06 01:37:47,511 - mmaction - INFO - Epoch [54][380/3757] lr: 1.000e-03, eta: 1 day, 21:34:56, time: 0.449, data_time: 0.002, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8578, loss_cls: 1.3206, loss: 1.3206, grad_norm: 5.3547 2021-02-06 01:37:56,499 - mmaction - INFO - Epoch [54][400/3757] lr: 1.000e-03, eta: 1 day, 21:34:23, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8578, loss_cls: 1.3125, loss: 1.3125, grad_norm: 5.3391 2021-02-06 01:38:05,405 - mmaction - INFO - Epoch [54][420/3757] lr: 1.000e-03, eta: 1 day, 21:33:49, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6648, top5_acc: 0.8398, loss_cls: 1.3945, loss: 1.3945, grad_norm: 5.4284 2021-02-06 01:38:14,350 - mmaction - INFO - Epoch [54][440/3757] lr: 1.000e-03, eta: 1 day, 21:33:16, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8648, loss_cls: 1.3125, loss: 1.3125, grad_norm: 5.3825 2021-02-06 01:38:23,284 - mmaction - INFO - Epoch [54][460/3757] lr: 1.000e-03, eta: 1 day, 21:32:43, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2397, loss: 1.2397, grad_norm: 5.2713 2021-02-06 01:38:32,180 - mmaction - INFO - Epoch [54][480/3757] lr: 1.000e-03, eta: 1 day, 21:32:10, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6648, top5_acc: 0.8422, loss_cls: 1.3913, loss: 1.3913, grad_norm: 5.6801 2021-02-06 01:38:41,102 - mmaction - INFO - Epoch [54][500/3757] lr: 1.000e-03, eta: 1 day, 21:31:36, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.3357, loss: 1.3357, grad_norm: 5.4884 2021-02-06 01:38:50,012 - mmaction - INFO - Epoch [54][520/3757] lr: 1.000e-03, eta: 1 day, 21:31:03, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8711, loss_cls: 1.2443, loss: 1.2443, grad_norm: 5.1866 2021-02-06 01:38:58,875 - mmaction - INFO - Epoch [54][540/3757] lr: 1.000e-03, eta: 1 day, 21:30:30, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8672, loss_cls: 1.3066, loss: 1.3066, grad_norm: 5.5183 2021-02-06 01:39:07,845 - mmaction - INFO - Epoch [54][560/3757] lr: 1.000e-03, eta: 1 day, 21:29:57, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8617, loss_cls: 1.2921, loss: 1.2921, grad_norm: 5.4310 2021-02-06 01:39:16,759 - mmaction - INFO - Epoch [54][580/3757] lr: 1.000e-03, eta: 1 day, 21:29:24, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2519, loss: 1.2519, grad_norm: 5.3110 2021-02-06 01:39:25,696 - mmaction - INFO - Epoch [54][600/3757] lr: 1.000e-03, eta: 1 day, 21:28:50, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.2614, loss: 1.2614, grad_norm: 5.3468 2021-02-06 01:39:34,645 - mmaction - INFO - Epoch [54][620/3757] lr: 1.000e-03, eta: 1 day, 21:28:17, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.3494, loss: 1.3494, grad_norm: 5.5038 2021-02-06 01:39:43,596 - mmaction - INFO - Epoch [54][640/3757] lr: 1.000e-03, eta: 1 day, 21:27:44, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8602, loss_cls: 1.3468, loss: 1.3468, grad_norm: 5.3988 2021-02-06 01:39:52,576 - mmaction - INFO - Epoch [54][660/3757] lr: 1.000e-03, eta: 1 day, 21:27:11, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2811, loss: 1.2811, grad_norm: 5.3885 2021-02-06 01:40:01,467 - mmaction - INFO - Epoch [54][680/3757] lr: 1.000e-03, eta: 1 day, 21:26:38, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2964, loss: 1.2964, grad_norm: 5.4265 2021-02-06 01:40:10,421 - mmaction - INFO - Epoch [54][700/3757] lr: 1.000e-03, eta: 1 day, 21:26:05, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2555, loss: 1.2555, grad_norm: 5.2205 2021-02-06 01:40:19,347 - mmaction - INFO - Epoch [54][720/3757] lr: 1.000e-03, eta: 1 day, 21:25:32, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6664, top5_acc: 0.8656, loss_cls: 1.3195, loss: 1.3195, grad_norm: 5.4594 2021-02-06 01:40:28,224 - mmaction - INFO - Epoch [54][740/3757] lr: 1.000e-03, eta: 1 day, 21:24:59, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8773, loss_cls: 1.2733, loss: 1.2733, grad_norm: 5.4915 2021-02-06 01:40:37,186 - mmaction - INFO - Epoch [54][760/3757] lr: 1.000e-03, eta: 1 day, 21:24:25, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8617, loss_cls: 1.3193, loss: 1.3193, grad_norm: 5.5632 2021-02-06 01:40:46,138 - mmaction - INFO - Epoch [54][780/3757] lr: 1.000e-03, eta: 1 day, 21:23:52, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8688, loss_cls: 1.2696, loss: 1.2696, grad_norm: 5.3790 2021-02-06 01:40:54,968 - mmaction - INFO - Epoch [54][800/3757] lr: 1.000e-03, eta: 1 day, 21:23:19, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8727, loss_cls: 1.2495, loss: 1.2495, grad_norm: 5.4873 2021-02-06 01:41:03,889 - mmaction - INFO - Epoch [54][820/3757] lr: 1.000e-03, eta: 1 day, 21:22:46, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8742, loss_cls: 1.2354, loss: 1.2354, grad_norm: 5.5062 2021-02-06 01:41:12,771 - mmaction - INFO - Epoch [54][840/3757] lr: 1.000e-03, eta: 1 day, 21:22:13, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8680, loss_cls: 1.2977, loss: 1.2977, grad_norm: 5.5774 2021-02-06 01:41:21,707 - mmaction - INFO - Epoch [54][860/3757] lr: 1.000e-03, eta: 1 day, 21:21:40, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8617, loss_cls: 1.2637, loss: 1.2637, grad_norm: 5.3761 2021-02-06 01:41:30,614 - mmaction - INFO - Epoch [54][880/3757] lr: 1.000e-03, eta: 1 day, 21:21:07, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6781, top5_acc: 0.8703, loss_cls: 1.2834, loss: 1.2834, grad_norm: 5.4466 2021-02-06 01:41:39,488 - mmaction - INFO - Epoch [54][900/3757] lr: 1.000e-03, eta: 1 day, 21:20:34, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6750, top5_acc: 0.8609, loss_cls: 1.3359, loss: 1.3359, grad_norm: 5.5977 2021-02-06 01:41:48,396 - mmaction - INFO - Epoch [54][920/3757] lr: 1.000e-03, eta: 1 day, 21:20:01, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6727, top5_acc: 0.8773, loss_cls: 1.2750, loss: 1.2750, grad_norm: 5.4684 2021-02-06 01:41:57,384 - mmaction - INFO - Epoch [54][940/3757] lr: 1.000e-03, eta: 1 day, 21:19:28, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6633, top5_acc: 0.8688, loss_cls: 1.3353, loss: 1.3353, grad_norm: 5.6653 2021-02-06 01:42:06,323 - mmaction - INFO - Epoch [54][960/3757] lr: 1.000e-03, eta: 1 day, 21:18:55, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6516, top5_acc: 0.8609, loss_cls: 1.3692, loss: 1.3692, grad_norm: 5.6427 2021-02-06 01:42:40,427 - mmaction - INFO - Epoch [54][980/3757] lr: 1.000e-03, eta: 1 day, 21:18:59, time: 1.705, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8875, loss_cls: 1.2423, loss: 1.2423, grad_norm: 5.5104 2021-02-06 01:43:16,284 - mmaction - INFO - Epoch [54][1000/3757] lr: 1.000e-03, eta: 1 day, 21:19:07, time: 1.792, data_time: 0.001, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8594, loss_cls: 1.3170, loss: 1.3170, grad_norm: 5.4488 2021-02-06 01:43:33,686 - mmaction - INFO - Epoch [54][1020/3757] lr: 1.000e-03, eta: 1 day, 21:18:46, time: 0.871, data_time: 0.002, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8805, loss_cls: 1.1704, loss: 1.1704, grad_norm: 5.3195 2021-02-06 01:44:24,280 - mmaction - INFO - Epoch [54][1040/3757] lr: 1.000e-03, eta: 1 day, 21:19:15, time: 2.530, data_time: 0.001, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8672, loss_cls: 1.2885, loss: 1.2885, grad_norm: 5.4145 2021-02-06 01:46:23,693 - mmaction - INFO - Epoch [54][1060/3757] lr: 1.000e-03, eta: 1 day, 21:21:27, time: 5.970, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8578, loss_cls: 1.3073, loss: 1.3073, grad_norm: 5.4785 2021-02-06 01:47:09,206 - mmaction - INFO - Epoch [54][1080/3757] lr: 1.000e-03, eta: 1 day, 21:21:49, time: 2.276, data_time: 0.001, memory: 7141, top1_acc: 0.6750, top5_acc: 0.8578, loss_cls: 1.3165, loss: 1.3165, grad_norm: 5.5547 2021-02-06 01:47:18,065 - mmaction - INFO - Epoch [54][1100/3757] lr: 1.000e-03, eta: 1 day, 21:21:16, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.2998, loss: 1.2998, grad_norm: 5.6198 2021-02-06 01:47:26,844 - mmaction - INFO - Epoch [54][1120/3757] lr: 1.000e-03, eta: 1 day, 21:20:43, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8516, loss_cls: 1.3271, loss: 1.3271, grad_norm: 5.3418 2021-02-06 01:47:35,606 - mmaction - INFO - Epoch [54][1140/3757] lr: 1.000e-03, eta: 1 day, 21:20:09, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8703, loss_cls: 1.2976, loss: 1.2976, grad_norm: 5.4779 2021-02-06 01:47:44,395 - mmaction - INFO - Epoch [54][1160/3757] lr: 1.000e-03, eta: 1 day, 21:19:36, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8711, loss_cls: 1.2749, loss: 1.2749, grad_norm: 5.5294 2021-02-06 01:47:53,316 - mmaction - INFO - Epoch [54][1180/3757] lr: 1.000e-03, eta: 1 day, 21:19:03, time: 0.446, data_time: 0.004, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.2003, loss: 1.2003, grad_norm: 5.4076 2021-02-06 01:48:02,183 - mmaction - INFO - Epoch [54][1200/3757] lr: 1.000e-03, eta: 1 day, 21:18:30, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8688, loss_cls: 1.2977, loss: 1.2977, grad_norm: 5.4803 2021-02-06 01:48:11,034 - mmaction - INFO - Epoch [54][1220/3757] lr: 1.000e-03, eta: 1 day, 21:17:57, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8773, loss_cls: 1.2419, loss: 1.2419, grad_norm: 5.4597 2021-02-06 01:48:19,831 - mmaction - INFO - Epoch [54][1240/3757] lr: 1.000e-03, eta: 1 day, 21:17:24, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3499, loss: 1.3499, grad_norm: 5.5017 2021-02-06 01:48:28,634 - mmaction - INFO - Epoch [54][1260/3757] lr: 1.000e-03, eta: 1 day, 21:16:50, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8547, loss_cls: 1.3237, loss: 1.3237, grad_norm: 5.5800 2021-02-06 01:48:37,515 - mmaction - INFO - Epoch [54][1280/3757] lr: 1.000e-03, eta: 1 day, 21:16:17, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8656, loss_cls: 1.2720, loss: 1.2720, grad_norm: 5.3237 2021-02-06 01:48:46,449 - mmaction - INFO - Epoch [54][1300/3757] lr: 1.000e-03, eta: 1 day, 21:15:44, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8633, loss_cls: 1.2991, loss: 1.2991, grad_norm: 5.1910 2021-02-06 01:48:55,426 - mmaction - INFO - Epoch [54][1320/3757] lr: 1.000e-03, eta: 1 day, 21:15:11, time: 0.449, data_time: 0.007, memory: 7141, top1_acc: 0.6781, top5_acc: 0.8734, loss_cls: 1.2746, loss: 1.2746, grad_norm: 5.5985 2021-02-06 01:49:04,342 - mmaction - INFO - Epoch [54][1340/3757] lr: 1.000e-03, eta: 1 day, 21:14:38, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3509, loss: 1.3509, grad_norm: 5.6243 2021-02-06 01:49:13,181 - mmaction - INFO - Epoch [54][1360/3757] lr: 1.000e-03, eta: 1 day, 21:14:05, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8625, loss_cls: 1.3230, loss: 1.3230, grad_norm: 5.4696 2021-02-06 01:49:22,110 - mmaction - INFO - Epoch [54][1380/3757] lr: 1.000e-03, eta: 1 day, 21:13:32, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3796, loss: 1.3796, grad_norm: 5.5455 2021-02-06 01:49:31,013 - mmaction - INFO - Epoch [54][1400/3757] lr: 1.000e-03, eta: 1 day, 21:12:59, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8617, loss_cls: 1.2509, loss: 1.2509, grad_norm: 5.5617 2021-02-06 01:49:39,956 - mmaction - INFO - Epoch [54][1420/3757] lr: 1.000e-03, eta: 1 day, 21:12:27, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8539, loss_cls: 1.3597, loss: 1.3597, grad_norm: 5.4356 2021-02-06 01:49:48,886 - mmaction - INFO - Epoch [54][1440/3757] lr: 1.000e-03, eta: 1 day, 21:11:54, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6508, top5_acc: 0.8477, loss_cls: 1.4525, loss: 1.4525, grad_norm: 5.8125 2021-02-06 01:49:57,747 - mmaction - INFO - Epoch [54][1460/3757] lr: 1.000e-03, eta: 1 day, 21:11:21, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2729, loss: 1.2729, grad_norm: 5.2842 2021-02-06 01:50:06,617 - mmaction - INFO - Epoch [54][1480/3757] lr: 1.000e-03, eta: 1 day, 21:10:48, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.2107, loss: 1.2107, grad_norm: 5.3900 2021-02-06 01:50:30,105 - mmaction - INFO - Epoch [54][1500/3757] lr: 1.000e-03, eta: 1 day, 21:10:36, time: 1.175, data_time: 0.001, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8750, loss_cls: 1.2901, loss: 1.2901, grad_norm: 5.6638 2021-02-06 01:50:38,973 - mmaction - INFO - Epoch [54][1520/3757] lr: 1.000e-03, eta: 1 day, 21:10:03, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.3900, loss: 1.3900, grad_norm: 5.7269 2021-02-06 01:50:47,836 - mmaction - INFO - Epoch [54][1540/3757] lr: 1.000e-03, eta: 1 day, 21:09:30, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2149, loss: 1.2149, grad_norm: 5.1457 2021-02-06 01:50:56,864 - mmaction - INFO - Epoch [54][1560/3757] lr: 1.000e-03, eta: 1 day, 21:08:58, time: 0.451, data_time: 0.005, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8812, loss_cls: 1.2361, loss: 1.2361, grad_norm: 5.3427 2021-02-06 01:51:05,797 - mmaction - INFO - Epoch [54][1580/3757] lr: 1.000e-03, eta: 1 day, 21:08:25, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8844, loss_cls: 1.2412, loss: 1.2412, grad_norm: 5.5132 2021-02-06 01:51:14,665 - mmaction - INFO - Epoch [54][1600/3757] lr: 1.000e-03, eta: 1 day, 21:07:52, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8688, loss_cls: 1.2899, loss: 1.2899, grad_norm: 5.5106 2021-02-06 01:51:23,565 - mmaction - INFO - Epoch [54][1620/3757] lr: 1.000e-03, eta: 1 day, 21:07:19, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6531, top5_acc: 0.8602, loss_cls: 1.3777, loss: 1.3777, grad_norm: 5.6378 2021-02-06 01:51:32,456 - mmaction - INFO - Epoch [54][1640/3757] lr: 1.000e-03, eta: 1 day, 21:06:46, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8688, loss_cls: 1.2667, loss: 1.2667, grad_norm: 5.6575 2021-02-06 01:51:53,070 - mmaction - INFO - Epoch [54][1660/3757] lr: 1.000e-03, eta: 1 day, 21:06:30, time: 1.030, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2661, loss: 1.2661, grad_norm: 5.3254 2021-02-06 01:52:01,925 - mmaction - INFO - Epoch [54][1680/3757] lr: 1.000e-03, eta: 1 day, 21:05:58, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8750, loss_cls: 1.2618, loss: 1.2618, grad_norm: 5.4243 2021-02-06 01:52:37,190 - mmaction - INFO - Epoch [54][1700/3757] lr: 1.000e-03, eta: 1 day, 21:06:04, time: 1.764, data_time: 0.001, memory: 7141, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.4033, loss: 1.4033, grad_norm: 5.6118 2021-02-06 01:53:06,543 - mmaction - INFO - Epoch [54][1720/3757] lr: 1.000e-03, eta: 1 day, 21:06:01, time: 1.467, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.2303, loss: 1.2303, grad_norm: 5.4310 2021-02-06 01:54:13,848 - mmaction - INFO - Epoch [54][1740/3757] lr: 1.000e-03, eta: 1 day, 21:06:55, time: 3.366, data_time: 0.001, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8703, loss_cls: 1.3044, loss: 1.3044, grad_norm: 5.4328 2021-02-06 01:54:52,921 - mmaction - INFO - Epoch [54][1760/3757] lr: 1.000e-03, eta: 1 day, 21:07:06, time: 1.953, data_time: 0.000, memory: 7141, top1_acc: 0.6766, top5_acc: 0.8578, loss_cls: 1.3154, loss: 1.3154, grad_norm: 5.7005 2021-02-06 01:55:56,583 - mmaction - INFO - Epoch [54][1780/3757] lr: 1.000e-03, eta: 1 day, 21:07:54, time: 3.183, data_time: 0.001, memory: 7141, top1_acc: 0.6703, top5_acc: 0.8492, loss_cls: 1.4071, loss: 1.4071, grad_norm: 5.8170 2021-02-06 01:56:24,773 - mmaction - INFO - Epoch [54][1800/3757] lr: 1.000e-03, eta: 1 day, 21:07:50, time: 1.410, data_time: 0.001, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8492, loss_cls: 1.3030, loss: 1.3030, grad_norm: 5.3563 2021-02-06 01:56:56,935 - mmaction - INFO - Epoch [54][1820/3757] lr: 1.000e-03, eta: 1 day, 21:07:51, time: 1.608, data_time: 0.000, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8641, loss_cls: 1.2857, loss: 1.2857, grad_norm: 5.3590 2021-02-06 01:57:25,076 - mmaction - INFO - Epoch [54][1840/3757] lr: 1.000e-03, eta: 1 day, 21:07:47, time: 1.407, data_time: 0.000, memory: 7141, top1_acc: 0.6516, top5_acc: 0.8523, loss_cls: 1.3942, loss: 1.3942, grad_norm: 5.7285 2021-02-06 01:57:34,727 - mmaction - INFO - Epoch [54][1860/3757] lr: 1.000e-03, eta: 1 day, 21:07:15, time: 0.482, data_time: 0.001, memory: 7141, top1_acc: 0.6695, top5_acc: 0.8695, loss_cls: 1.2956, loss: 1.2956, grad_norm: 5.5703 2021-02-06 01:57:43,610 - mmaction - INFO - Epoch [54][1880/3757] lr: 1.000e-03, eta: 1 day, 21:06:42, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8555, loss_cls: 1.3828, loss: 1.3828, grad_norm: 5.7350 2021-02-06 01:57:52,489 - mmaction - INFO - Epoch [54][1900/3757] lr: 1.000e-03, eta: 1 day, 21:06:09, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6641, top5_acc: 0.8531, loss_cls: 1.3892, loss: 1.3892, grad_norm: 5.5755 2021-02-06 01:58:01,361 - mmaction - INFO - Epoch [54][1920/3757] lr: 1.000e-03, eta: 1 day, 21:05:36, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8703, loss_cls: 1.2742, loss: 1.2742, grad_norm: 5.4156 2021-02-06 01:58:10,262 - mmaction - INFO - Epoch [54][1940/3757] lr: 1.000e-03, eta: 1 day, 21:05:03, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8578, loss_cls: 1.3359, loss: 1.3359, grad_norm: 5.5234 2021-02-06 01:58:46,488 - mmaction - INFO - Epoch [54][1960/3757] lr: 1.000e-03, eta: 1 day, 21:05:11, time: 1.811, data_time: 0.000, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8695, loss_cls: 1.2795, loss: 1.2795, grad_norm: 5.3939 2021-02-06 01:59:16,724 - mmaction - INFO - Epoch [54][1980/3757] lr: 1.000e-03, eta: 1 day, 21:05:09, time: 1.512, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2746, loss: 1.2746, grad_norm: 5.1869 2021-02-06 01:59:25,567 - mmaction - INFO - Epoch [54][2000/3757] lr: 1.000e-03, eta: 1 day, 21:04:36, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8711, loss_cls: 1.2700, loss: 1.2700, grad_norm: 5.5654 2021-02-06 01:59:49,190 - mmaction - INFO - Epoch [54][2020/3757] lr: 1.000e-03, eta: 1 day, 21:04:25, time: 1.181, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8547, loss_cls: 1.3488, loss: 1.3488, grad_norm: 5.5905 2021-02-06 02:00:19,276 - mmaction - INFO - Epoch [54][2040/3757] lr: 1.000e-03, eta: 1 day, 21:04:24, time: 1.504, data_time: 0.002, memory: 7141, top1_acc: 0.6531, top5_acc: 0.8570, loss_cls: 1.3973, loss: 1.3973, grad_norm: 5.7366 2021-02-06 02:00:56,847 - mmaction - INFO - Epoch [54][2060/3757] lr: 1.000e-03, eta: 1 day, 21:04:33, time: 1.879, data_time: 0.001, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8547, loss_cls: 1.3246, loss: 1.3246, grad_norm: 5.5051 2021-02-06 02:01:30,702 - mmaction - INFO - Epoch [54][2080/3757] lr: 1.000e-03, eta: 1 day, 21:04:37, time: 1.692, data_time: 0.001, memory: 7141, top1_acc: 0.6766, top5_acc: 0.8703, loss_cls: 1.3106, loss: 1.3106, grad_norm: 5.5755 2021-02-06 02:03:14,403 - mmaction - INFO - Epoch [54][2100/3757] lr: 1.000e-03, eta: 1 day, 21:06:23, time: 5.186, data_time: 2.554, memory: 7141, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.2942, loss: 1.2942, grad_norm: 5.6037 2021-02-06 02:03:51,986 - mmaction - INFO - Epoch [54][2120/3757] lr: 1.000e-03, eta: 1 day, 21:06:33, time: 1.879, data_time: 0.001, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8711, loss_cls: 1.2893, loss: 1.2893, grad_norm: 5.4376 2021-02-06 02:04:16,746 - mmaction - INFO - Epoch [54][2140/3757] lr: 1.000e-03, eta: 1 day, 21:06:23, time: 1.238, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2723, loss: 1.2723, grad_norm: 5.3042 2021-02-06 02:05:44,644 - mmaction - INFO - Epoch [54][2160/3757] lr: 1.000e-03, eta: 1 day, 21:07:46, time: 4.395, data_time: 0.000, memory: 7141, top1_acc: 0.6516, top5_acc: 0.8516, loss_cls: 1.4267, loss: 1.4267, grad_norm: 5.7505 2021-02-06 02:05:53,417 - mmaction - INFO - Epoch [54][2180/3757] lr: 1.000e-03, eta: 1 day, 21:07:13, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8508, loss_cls: 1.3431, loss: 1.3431, grad_norm: 5.4215 2021-02-06 02:06:26,856 - mmaction - INFO - Epoch [54][2200/3757] lr: 1.000e-03, eta: 1 day, 21:07:16, time: 1.671, data_time: 0.001, memory: 7141, top1_acc: 0.6570, top5_acc: 0.8539, loss_cls: 1.4142, loss: 1.4142, grad_norm: 5.8230 2021-02-06 02:07:00,834 - mmaction - INFO - Epoch [54][2220/3757] lr: 1.000e-03, eta: 1 day, 21:07:20, time: 1.699, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1993, loss: 1.1993, grad_norm: 5.2747 2021-02-06 02:07:59,229 - mmaction - INFO - Epoch [54][2240/3757] lr: 1.000e-03, eta: 1 day, 21:08:00, time: 2.920, data_time: 2.478, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8570, loss_cls: 1.2928, loss: 1.2928, grad_norm: 5.4095 2021-02-06 02:08:08,054 - mmaction - INFO - Epoch [54][2260/3757] lr: 1.000e-03, eta: 1 day, 21:07:27, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8711, loss_cls: 1.2375, loss: 1.2375, grad_norm: 5.3198 2021-02-06 02:08:16,861 - mmaction - INFO - Epoch [54][2280/3757] lr: 1.000e-03, eta: 1 day, 21:06:54, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.6727, top5_acc: 0.8758, loss_cls: 1.2797, loss: 1.2797, grad_norm: 5.5698 2021-02-06 02:09:56,680 - mmaction - INFO - Epoch [54][2300/3757] lr: 1.000e-03, eta: 1 day, 21:08:34, time: 4.990, data_time: 0.000, memory: 7141, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.3127, loss: 1.3127, grad_norm: 5.5299 2021-02-06 02:10:47,496 - mmaction - INFO - Epoch [54][2320/3757] lr: 1.000e-03, eta: 1 day, 21:09:03, time: 2.541, data_time: 0.002, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2880, loss: 1.2880, grad_norm: 5.5657 2021-02-06 02:11:37,129 - mmaction - INFO - Epoch [54][2340/3757] lr: 1.000e-03, eta: 1 day, 21:09:30, time: 2.482, data_time: 0.001, memory: 7141, top1_acc: 0.6703, top5_acc: 0.8688, loss_cls: 1.3024, loss: 1.3024, grad_norm: 5.6112 2021-02-06 02:12:16,555 - mmaction - INFO - Epoch [54][2360/3757] lr: 1.000e-03, eta: 1 day, 21:09:42, time: 1.971, data_time: 0.001, memory: 7141, top1_acc: 0.6727, top5_acc: 0.8398, loss_cls: 1.4359, loss: 1.4359, grad_norm: 5.5800 2021-02-06 02:13:06,335 - mmaction - INFO - Epoch [54][2380/3757] lr: 1.000e-03, eta: 1 day, 21:10:09, time: 2.489, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.2293, loss: 1.2293, grad_norm: 5.3370 2021-02-06 02:14:27,370 - mmaction - INFO - Epoch [54][2400/3757] lr: 1.000e-03, eta: 1 day, 21:11:21, time: 4.052, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8734, loss_cls: 1.2067, loss: 1.2067, grad_norm: 5.3643 2021-02-06 02:15:15,273 - mmaction - INFO - Epoch [54][2420/3757] lr: 1.000e-03, eta: 1 day, 21:11:45, time: 2.395, data_time: 0.000, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8789, loss_cls: 1.2897, loss: 1.2897, grad_norm: 5.7722 2021-02-06 02:15:44,871 - mmaction - INFO - Epoch [54][2440/3757] lr: 1.000e-03, eta: 1 day, 21:11:43, time: 1.479, data_time: 0.001, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8625, loss_cls: 1.3516, loss: 1.3516, grad_norm: 5.5435 2021-02-06 02:16:35,805 - mmaction - INFO - Epoch [54][2460/3757] lr: 1.000e-03, eta: 1 day, 21:12:11, time: 2.547, data_time: 0.001, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8586, loss_cls: 1.3245, loss: 1.3245, grad_norm: 5.4556 2021-02-06 02:16:45,317 - mmaction - INFO - Epoch [54][2480/3757] lr: 1.000e-03, eta: 1 day, 21:11:39, time: 0.475, data_time: 0.002, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8758, loss_cls: 1.2217, loss: 1.2217, grad_norm: 5.3515 2021-02-06 02:17:26,699 - mmaction - INFO - Epoch [54][2500/3757] lr: 1.000e-03, eta: 1 day, 21:11:54, time: 2.069, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8773, loss_cls: 1.1926, loss: 1.1926, grad_norm: 5.3629 2021-02-06 02:18:21,876 - mmaction - INFO - Epoch [54][2520/3757] lr: 1.000e-03, eta: 1 day, 21:12:28, time: 2.758, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.2121, loss: 1.2121, grad_norm: 5.3892 2021-02-06 02:19:04,125 - mmaction - INFO - Epoch [54][2540/3757] lr: 1.000e-03, eta: 1 day, 21:12:44, time: 2.114, data_time: 0.002, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.2729, loss: 1.2729, grad_norm: 5.6216 2021-02-06 02:19:33,143 - mmaction - INFO - Epoch [54][2560/3757] lr: 1.000e-03, eta: 1 day, 21:12:40, time: 1.451, data_time: 0.000, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8703, loss_cls: 1.2651, loss: 1.2651, grad_norm: 5.4030 2021-02-06 02:20:48,552 - mmaction - INFO - Epoch [54][2580/3757] lr: 1.000e-03, eta: 1 day, 21:13:45, time: 3.770, data_time: 0.000, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8797, loss_cls: 1.2414, loss: 1.2414, grad_norm: 5.6807 2021-02-06 02:21:50,967 - mmaction - INFO - Epoch [54][2600/3757] lr: 1.000e-03, eta: 1 day, 21:14:30, time: 3.121, data_time: 0.000, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2023, loss: 1.2023, grad_norm: 5.2233 2021-02-06 02:22:22,163 - mmaction - INFO - Epoch [54][2620/3757] lr: 1.000e-03, eta: 1 day, 21:14:29, time: 1.559, data_time: 0.001, memory: 7141, top1_acc: 0.6570, top5_acc: 0.8547, loss_cls: 1.3845, loss: 1.3845, grad_norm: 5.6654 2021-02-06 02:23:19,935 - mmaction - INFO - Epoch [54][2640/3757] lr: 1.000e-03, eta: 1 day, 21:15:07, time: 2.889, data_time: 0.001, memory: 7141, top1_acc: 0.6703, top5_acc: 0.8609, loss_cls: 1.3855, loss: 1.3855, grad_norm: 5.7143 2021-02-06 02:24:13,133 - mmaction - INFO - Epoch [54][2660/3757] lr: 1.000e-03, eta: 1 day, 21:15:39, time: 2.659, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.2564, loss: 1.2564, grad_norm: 5.5480 2021-02-06 02:25:27,624 - mmaction - INFO - Epoch [54][2680/3757] lr: 1.000e-03, eta: 1 day, 21:16:42, time: 3.725, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8609, loss_cls: 1.2845, loss: 1.2845, grad_norm: 5.4343 2021-02-06 02:25:41,659 - mmaction - INFO - Epoch [54][2700/3757] lr: 1.000e-03, eta: 1 day, 21:16:16, time: 0.702, data_time: 0.001, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8664, loss_cls: 1.2956, loss: 1.2956, grad_norm: 5.4074 2021-02-06 02:27:35,027 - mmaction - INFO - Epoch [54][2720/3757] lr: 1.000e-03, eta: 1 day, 21:18:15, time: 5.668, data_time: 0.000, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8688, loss_cls: 1.2639, loss: 1.2639, grad_norm: 5.4996 2021-02-06 02:29:38,701 - mmaction - INFO - Epoch [54][2740/3757] lr: 1.000e-03, eta: 1 day, 21:20:30, time: 6.184, data_time: 1.292, memory: 7141, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3517, loss: 1.3517, grad_norm: 5.6033 2021-02-06 02:29:49,900 - mmaction - INFO - Epoch [54][2760/3757] lr: 1.000e-03, eta: 1 day, 21:20:00, time: 0.560, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8648, loss_cls: 1.3029, loss: 1.3029, grad_norm: 5.5138 2021-02-06 02:30:42,024 - mmaction - INFO - Epoch [54][2780/3757] lr: 1.000e-03, eta: 1 day, 21:20:30, time: 2.606, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8578, loss_cls: 1.3168, loss: 1.3168, grad_norm: 5.5439 2021-02-06 02:32:21,303 - mmaction - INFO - Epoch [54][2800/3757] lr: 1.000e-03, eta: 1 day, 21:22:08, time: 4.963, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8656, loss_cls: 1.2383, loss: 1.2383, grad_norm: 5.4414 2021-02-06 02:33:33,399 - mmaction - INFO - Epoch [54][2820/3757] lr: 1.000e-03, eta: 1 day, 21:23:07, time: 3.605, data_time: 0.015, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2646, loss: 1.2646, grad_norm: 5.4798 2021-02-06 02:35:21,429 - mmaction - INFO - Epoch [54][2840/3757] lr: 1.000e-03, eta: 1 day, 21:24:58, time: 5.402, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.2267, loss: 1.2267, grad_norm: 5.5741 2021-02-06 02:37:32,210 - mmaction - INFO - Epoch [54][2860/3757] lr: 1.000e-03, eta: 1 day, 21:27:22, time: 6.539, data_time: 0.000, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8703, loss_cls: 1.2699, loss: 1.2699, grad_norm: 5.4711 2021-02-06 02:38:46,709 - mmaction - INFO - Epoch [54][2880/3757] lr: 1.000e-03, eta: 1 day, 21:28:24, time: 3.725, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8773, loss_cls: 1.2563, loss: 1.2563, grad_norm: 5.5888 2021-02-06 02:39:50,301 - mmaction - INFO - Epoch [54][2900/3757] lr: 1.000e-03, eta: 1 day, 21:29:11, time: 3.180, data_time: 0.001, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.3372, loss: 1.3372, grad_norm: 5.7043 2021-02-06 02:41:31,763 - mmaction - INFO - Epoch [54][2920/3757] lr: 1.000e-03, eta: 1 day, 21:30:52, time: 5.073, data_time: 0.000, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8758, loss_cls: 1.2910, loss: 1.2910, grad_norm: 5.5954 2021-02-06 02:42:31,645 - mmaction - INFO - Epoch [54][2940/3757] lr: 1.000e-03, eta: 1 day, 21:31:33, time: 2.994, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8789, loss_cls: 1.2418, loss: 1.2418, grad_norm: 5.5043 2021-02-06 02:43:02,620 - mmaction - INFO - Epoch [54][2960/3757] lr: 1.000e-03, eta: 1 day, 21:31:31, time: 1.549, data_time: 0.001, memory: 7141, top1_acc: 0.6719, top5_acc: 0.8641, loss_cls: 1.3277, loss: 1.3277, grad_norm: 5.7256 2021-02-06 02:44:02,810 - mmaction - INFO - Epoch [54][2980/3757] lr: 1.000e-03, eta: 1 day, 21:32:13, time: 3.011, data_time: 0.001, memory: 7141, top1_acc: 0.6516, top5_acc: 0.8492, loss_cls: 1.4029, loss: 1.4029, grad_norm: 5.7151 2021-02-06 02:45:54,165 - mmaction - INFO - Epoch [54][3000/3757] lr: 1.000e-03, eta: 1 day, 21:34:08, time: 5.568, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8664, loss_cls: 1.2645, loss: 1.2645, grad_norm: 5.4618 2021-02-06 02:46:52,230 - mmaction - INFO - Epoch [54][3020/3757] lr: 1.000e-03, eta: 1 day, 21:34:46, time: 2.902, data_time: 0.000, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8758, loss_cls: 1.2450, loss: 1.2450, grad_norm: 5.3392 2021-02-06 02:48:14,392 - mmaction - INFO - Epoch [54][3040/3757] lr: 1.000e-03, eta: 1 day, 21:35:59, time: 4.108, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8719, loss_cls: 1.2675, loss: 1.2675, grad_norm: 5.5078 2021-02-06 02:50:06,556 - mmaction - INFO - Epoch [54][3060/3757] lr: 1.000e-03, eta: 1 day, 21:37:55, time: 5.609, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8867, loss_cls: 1.1841, loss: 1.1841, grad_norm: 5.3300 2021-02-06 02:51:44,370 - mmaction - INFO - Epoch [54][3080/3757] lr: 1.000e-03, eta: 1 day, 21:39:31, time: 4.891, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8609, loss_cls: 1.2798, loss: 1.2798, grad_norm: 5.2503 2021-02-06 02:53:03,662 - mmaction - INFO - Epoch [54][3100/3757] lr: 1.000e-03, eta: 1 day, 21:40:40, time: 3.965, data_time: 0.002, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8633, loss_cls: 1.3053, loss: 1.3053, grad_norm: 5.5493 2021-02-06 02:54:35,628 - mmaction - INFO - Epoch [54][3120/3757] lr: 1.000e-03, eta: 1 day, 21:42:07, time: 4.598, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8594, loss_cls: 1.2722, loss: 1.2722, grad_norm: 5.2833 2021-02-06 02:55:51,797 - mmaction - INFO - Epoch [54][3140/3757] lr: 1.000e-03, eta: 1 day, 21:43:10, time: 3.808, data_time: 0.001, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3649, loss: 1.3649, grad_norm: 5.6212 2021-02-06 02:57:23,000 - mmaction - INFO - Epoch [54][3160/3757] lr: 1.000e-03, eta: 1 day, 21:44:36, time: 4.560, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8766, loss_cls: 1.2498, loss: 1.2498, grad_norm: 5.5413 2021-02-06 02:59:04,936 - mmaction - INFO - Epoch [54][3180/3757] lr: 1.000e-03, eta: 1 day, 21:46:17, time: 5.097, data_time: 0.000, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8773, loss_cls: 1.2391, loss: 1.2391, grad_norm: 5.3503 2021-02-06 03:00:50,940 - mmaction - INFO - Epoch [54][3200/3757] lr: 1.000e-03, eta: 1 day, 21:48:04, time: 5.296, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8758, loss_cls: 1.2304, loss: 1.2304, grad_norm: 5.4307 2021-02-06 03:02:59,263 - mmaction - INFO - Epoch [54][3220/3757] lr: 1.000e-03, eta: 1 day, 21:50:24, time: 6.420, data_time: 0.009, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8883, loss_cls: 1.1614, loss: 1.1614, grad_norm: 5.3011 2021-02-06 03:06:13,307 - mmaction - INFO - Epoch [54][3240/3757] lr: 1.000e-03, eta: 1 day, 21:54:18, time: 9.702, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2377, loss: 1.2377, grad_norm: 5.4555 2021-02-06 03:07:51,893 - mmaction - INFO - Epoch [54][3260/3757] lr: 1.000e-03, eta: 1 day, 21:55:54, time: 4.929, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1841, loss: 1.1841, grad_norm: 5.5172 2021-02-06 03:09:44,426 - mmaction - INFO - Epoch [54][3280/3757] lr: 1.000e-03, eta: 1 day, 21:57:50, time: 5.627, data_time: 0.001, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8688, loss_cls: 1.3146, loss: 1.3146, grad_norm: 5.6627 2021-02-06 03:11:32,907 - mmaction - INFO - Epoch [54][3300/3757] lr: 1.000e-03, eta: 1 day, 21:59:41, time: 5.424, data_time: 0.001, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8812, loss_cls: 1.2730, loss: 1.2730, grad_norm: 5.6743 2021-02-06 03:13:19,027 - mmaction - INFO - Epoch [54][3320/3757] lr: 1.000e-03, eta: 1 day, 22:01:27, time: 5.306, data_time: 2.821, memory: 7141, top1_acc: 0.6656, top5_acc: 0.8492, loss_cls: 1.3627, loss: 1.3627, grad_norm: 5.6937 2021-02-06 03:15:13,299 - mmaction - INFO - Epoch [54][3340/3757] lr: 1.000e-03, eta: 1 day, 22:03:26, time: 5.713, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8742, loss_cls: 1.2253, loss: 1.2253, grad_norm: 5.4243 2021-02-06 03:17:24,923 - mmaction - INFO - Epoch [54][3360/3757] lr: 1.000e-03, eta: 1 day, 22:05:49, time: 6.581, data_time: 0.001, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8617, loss_cls: 1.3377, loss: 1.3377, grad_norm: 5.4090 2021-02-06 03:17:47,690 - mmaction - INFO - Epoch [54][3380/3757] lr: 1.000e-03, eta: 1 day, 22:05:35, time: 1.139, data_time: 0.002, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8695, loss_cls: 1.2940, loss: 1.2940, grad_norm: 5.5803 2021-02-06 03:18:23,410 - mmaction - INFO - Epoch [54][3400/3757] lr: 1.000e-03, eta: 1 day, 22:05:40, time: 1.786, data_time: 0.001, memory: 7141, top1_acc: 0.6617, top5_acc: 0.8438, loss_cls: 1.4165, loss: 1.4165, grad_norm: 5.5159 2021-02-06 03:20:07,205 - mmaction - INFO - Epoch [54][3420/3757] lr: 1.000e-03, eta: 1 day, 22:07:23, time: 5.190, data_time: 0.001, memory: 7141, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.3773, loss: 1.3773, grad_norm: 5.7429 2021-02-06 03:21:26,643 - mmaction - INFO - Epoch [54][3440/3757] lr: 1.000e-03, eta: 1 day, 22:08:31, time: 3.972, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.3080, loss: 1.3080, grad_norm: 5.5692 2021-02-06 03:23:05,849 - mmaction - INFO - Epoch [54][3460/3757] lr: 1.000e-03, eta: 1 day, 22:10:07, time: 4.960, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8734, loss_cls: 1.3405, loss: 1.3405, grad_norm: 5.5672 2021-02-06 03:24:51,361 - mmaction - INFO - Epoch [54][3480/3757] lr: 1.000e-03, eta: 1 day, 22:11:53, time: 5.276, data_time: 0.001, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8727, loss_cls: 1.2537, loss: 1.2537, grad_norm: 5.5316 2021-02-06 03:27:12,761 - mmaction - INFO - Epoch [54][3500/3757] lr: 1.000e-03, eta: 1 day, 22:14:30, time: 7.070, data_time: 0.001, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8680, loss_cls: 1.2915, loss: 1.2915, grad_norm: 5.5499 2021-02-06 03:27:50,058 - mmaction - INFO - Epoch [54][3520/3757] lr: 1.000e-03, eta: 1 day, 22:14:36, time: 1.864, data_time: 0.000, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8688, loss_cls: 1.1981, loss: 1.1981, grad_norm: 5.3632 2021-02-06 03:28:41,124 - mmaction - INFO - Epoch [54][3540/3757] lr: 1.000e-03, eta: 1 day, 22:15:03, time: 2.553, data_time: 0.002, memory: 7141, top1_acc: 0.6680, top5_acc: 0.8609, loss_cls: 1.3278, loss: 1.3278, grad_norm: 5.6442 2021-02-06 03:30:33,114 - mmaction - INFO - Epoch [54][3560/3757] lr: 1.000e-03, eta: 1 day, 22:16:58, time: 5.600, data_time: 0.001, memory: 7141, top1_acc: 0.6750, top5_acc: 0.8641, loss_cls: 1.3088, loss: 1.3088, grad_norm: 5.5430 2021-02-06 03:31:40,266 - mmaction - INFO - Epoch [54][3580/3757] lr: 1.000e-03, eta: 1 day, 22:17:47, time: 3.357, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2502, loss: 1.2502, grad_norm: 5.5382 2021-02-06 03:33:21,356 - mmaction - INFO - Epoch [54][3600/3757] lr: 1.000e-03, eta: 1 day, 22:19:26, time: 5.055, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2521, loss: 1.2521, grad_norm: 5.5035 2021-02-06 03:34:47,677 - mmaction - INFO - Epoch [54][3620/3757] lr: 1.000e-03, eta: 1 day, 22:20:43, time: 4.315, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8836, loss_cls: 1.2224, loss: 1.2224, grad_norm: 5.3866 2021-02-06 03:35:41,782 - mmaction - INFO - Epoch [54][3640/3757] lr: 1.000e-03, eta: 1 day, 22:21:14, time: 2.706, data_time: 0.002, memory: 7141, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.2966, loss: 1.2966, grad_norm: 5.4714 2021-02-06 03:36:44,150 - mmaction - INFO - Epoch [54][3660/3757] lr: 1.000e-03, eta: 1 day, 22:21:57, time: 3.119, data_time: 0.001, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8578, loss_cls: 1.3380, loss: 1.3380, grad_norm: 5.5849 2021-02-06 03:38:02,571 - mmaction - INFO - Epoch [54][3680/3757] lr: 1.000e-03, eta: 1 day, 22:23:03, time: 3.921, data_time: 0.001, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.3330, loss: 1.3330, grad_norm: 5.5542 2021-02-06 03:40:19,763 - mmaction - INFO - Epoch [54][3700/3757] lr: 1.000e-03, eta: 1 day, 22:25:33, time: 6.859, data_time: 0.000, memory: 7141, top1_acc: 0.6750, top5_acc: 0.8633, loss_cls: 1.3032, loss: 1.3032, grad_norm: 5.5662 2021-02-06 03:41:16,084 - mmaction - INFO - Epoch [54][3720/3757] lr: 1.000e-03, eta: 1 day, 22:26:07, time: 2.816, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8789, loss_cls: 1.2755, loss: 1.2755, grad_norm: 5.5094 2021-02-06 03:42:54,253 - mmaction - INFO - Epoch [54][3740/3757] lr: 1.000e-03, eta: 1 day, 22:27:41, time: 4.908, data_time: 0.001, memory: 7141, top1_acc: 0.6727, top5_acc: 0.8547, loss_cls: 1.3301, loss: 1.3301, grad_norm: 5.8198 2021-02-06 03:43:18,798 - mmaction - INFO - Saving checkpoint at 54 epochs 2021-02-06 03:44:28,364 - mmaction - INFO - Epoch [55][20/3757] lr: 1.000e-03, eta: 1 day, 22:27:52, time: 3.434, data_time: 2.856, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8641, loss_cls: 1.3834, loss: 1.3834, grad_norm: 5.7202 2021-02-06 03:44:37,190 - mmaction - INFO - Epoch [55][40/3757] lr: 1.000e-03, eta: 1 day, 22:27:18, time: 0.441, data_time: 0.005, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.2107, loss: 1.2107, grad_norm: 5.2748 2021-02-06 03:44:45,973 - mmaction - INFO - Epoch [55][60/3757] lr: 1.000e-03, eta: 1 day, 22:26:43, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8648, loss_cls: 1.2967, loss: 1.2967, grad_norm: 5.5016 2021-02-06 03:44:54,823 - mmaction - INFO - Epoch [55][80/3757] lr: 1.000e-03, eta: 1 day, 22:26:09, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8625, loss_cls: 1.3035, loss: 1.3035, grad_norm: 5.4601 2021-02-06 03:45:03,594 - mmaction - INFO - Epoch [55][100/3757] lr: 1.000e-03, eta: 1 day, 22:25:34, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2696, loss: 1.2696, grad_norm: 5.6030 2021-02-06 03:45:12,370 - mmaction - INFO - Epoch [55][120/3757] lr: 1.000e-03, eta: 1 day, 22:25:00, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8758, loss_cls: 1.2800, loss: 1.2800, grad_norm: 5.6120 2021-02-06 03:45:21,218 - mmaction - INFO - Epoch [55][140/3757] lr: 1.000e-03, eta: 1 day, 22:24:25, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1970, loss: 1.1970, grad_norm: 5.2414 2021-02-06 03:45:30,084 - mmaction - INFO - Epoch [55][160/3757] lr: 1.000e-03, eta: 1 day, 22:23:51, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.3002, loss: 1.3002, grad_norm: 5.3937 2021-02-06 03:45:38,880 - mmaction - INFO - Epoch [55][180/3757] lr: 1.000e-03, eta: 1 day, 22:23:16, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8602, loss_cls: 1.3453, loss: 1.3453, grad_norm: 5.6535 2021-02-06 03:45:47,792 - mmaction - INFO - Epoch [55][200/3757] lr: 1.000e-03, eta: 1 day, 22:22:42, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8711, loss_cls: 1.2460, loss: 1.2460, grad_norm: 5.4078 2021-02-06 03:45:56,699 - mmaction - INFO - Epoch [55][220/3757] lr: 1.000e-03, eta: 1 day, 22:22:08, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8695, loss_cls: 1.2252, loss: 1.2252, grad_norm: 5.4784 2021-02-06 03:46:05,611 - mmaction - INFO - Epoch [55][240/3757] lr: 1.000e-03, eta: 1 day, 22:21:33, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8820, loss_cls: 1.2007, loss: 1.2007, grad_norm: 5.5208 2021-02-06 03:46:14,519 - mmaction - INFO - Epoch [55][260/3757] lr: 1.000e-03, eta: 1 day, 22:20:59, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.2193, loss: 1.2193, grad_norm: 5.3418 2021-02-06 03:46:23,462 - mmaction - INFO - Epoch [55][280/3757] lr: 1.000e-03, eta: 1 day, 22:20:25, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8648, loss_cls: 1.2774, loss: 1.2774, grad_norm: 5.5397 2021-02-06 03:46:32,336 - mmaction - INFO - Epoch [55][300/3757] lr: 1.000e-03, eta: 1 day, 22:19:51, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8867, loss_cls: 1.2766, loss: 1.2766, grad_norm: 5.6868 2021-02-06 03:46:41,231 - mmaction - INFO - Epoch [55][320/3757] lr: 1.000e-03, eta: 1 day, 22:19:16, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8773, loss_cls: 1.2733, loss: 1.2733, grad_norm: 5.5422 2021-02-06 03:46:50,080 - mmaction - INFO - Epoch [55][340/3757] lr: 1.000e-03, eta: 1 day, 22:18:42, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6680, top5_acc: 0.8492, loss_cls: 1.3812, loss: 1.3812, grad_norm: 5.5840 2021-02-06 03:46:59,011 - mmaction - INFO - Epoch [55][360/3757] lr: 1.000e-03, eta: 1 day, 22:18:08, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8820, loss_cls: 1.1978, loss: 1.1978, grad_norm: 5.3254 2021-02-06 03:47:07,963 - mmaction - INFO - Epoch [55][380/3757] lr: 1.000e-03, eta: 1 day, 22:17:34, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.2185, loss: 1.2185, grad_norm: 5.6143 2021-02-06 03:47:16,942 - mmaction - INFO - Epoch [55][400/3757] lr: 1.000e-03, eta: 1 day, 22:16:59, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6680, top5_acc: 0.8602, loss_cls: 1.3550, loss: 1.3550, grad_norm: 5.8221 2021-02-06 03:47:25,808 - mmaction - INFO - Epoch [55][420/3757] lr: 1.000e-03, eta: 1 day, 22:16:25, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8789, loss_cls: 1.2204, loss: 1.2204, grad_norm: 5.5043 2021-02-06 03:47:34,679 - mmaction - INFO - Epoch [55][440/3757] lr: 1.000e-03, eta: 1 day, 22:15:51, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8703, loss_cls: 1.2760, loss: 1.2760, grad_norm: 5.4656 2021-02-06 03:47:43,632 - mmaction - INFO - Epoch [55][460/3757] lr: 1.000e-03, eta: 1 day, 22:15:17, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.3073, loss: 1.3073, grad_norm: 5.5518 2021-02-06 03:47:52,559 - mmaction - INFO - Epoch [55][480/3757] lr: 1.000e-03, eta: 1 day, 22:14:43, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8680, loss_cls: 1.2865, loss: 1.2865, grad_norm: 5.6211 2021-02-06 03:48:01,412 - mmaction - INFO - Epoch [55][500/3757] lr: 1.000e-03, eta: 1 day, 22:14:08, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8602, loss_cls: 1.3631, loss: 1.3631, grad_norm: 5.7890 2021-02-06 03:48:10,258 - mmaction - INFO - Epoch [55][520/3757] lr: 1.000e-03, eta: 1 day, 22:13:34, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8602, loss_cls: 1.3017, loss: 1.3017, grad_norm: 5.4464 2021-02-06 03:48:19,128 - mmaction - INFO - Epoch [55][540/3757] lr: 1.000e-03, eta: 1 day, 22:13:00, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8812, loss_cls: 1.2477, loss: 1.2477, grad_norm: 5.5294 2021-02-06 03:48:28,026 - mmaction - INFO - Epoch [55][560/3757] lr: 1.000e-03, eta: 1 day, 22:12:26, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8703, loss_cls: 1.2330, loss: 1.2330, grad_norm: 5.3293 2021-02-06 03:48:36,931 - mmaction - INFO - Epoch [55][580/3757] lr: 1.000e-03, eta: 1 day, 22:11:51, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2066, loss: 1.2066, grad_norm: 5.2999 2021-02-06 03:48:45,798 - mmaction - INFO - Epoch [55][600/3757] lr: 1.000e-03, eta: 1 day, 22:11:17, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6781, top5_acc: 0.8688, loss_cls: 1.2975, loss: 1.2975, grad_norm: 5.6386 2021-02-06 03:48:54,665 - mmaction - INFO - Epoch [55][620/3757] lr: 1.000e-03, eta: 1 day, 22:10:43, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8547, loss_cls: 1.3462, loss: 1.3462, grad_norm: 5.5342 2021-02-06 03:49:03,564 - mmaction - INFO - Epoch [55][640/3757] lr: 1.000e-03, eta: 1 day, 22:10:09, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8719, loss_cls: 1.2546, loss: 1.2546, grad_norm: 5.2646 2021-02-06 03:49:12,453 - mmaction - INFO - Epoch [55][660/3757] lr: 1.000e-03, eta: 1 day, 22:09:35, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8633, loss_cls: 1.3591, loss: 1.3591, grad_norm: 5.7834 2021-02-06 03:49:21,332 - mmaction - INFO - Epoch [55][680/3757] lr: 1.000e-03, eta: 1 day, 22:09:01, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.2578, loss: 1.2578, grad_norm: 5.4180 2021-02-06 03:49:30,254 - mmaction - INFO - Epoch [55][700/3757] lr: 1.000e-03, eta: 1 day, 22:08:27, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8766, loss_cls: 1.2892, loss: 1.2892, grad_norm: 5.4747 2021-02-06 03:49:39,205 - mmaction - INFO - Epoch [55][720/3757] lr: 1.000e-03, eta: 1 day, 22:07:53, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.1968, loss: 1.1968, grad_norm: 5.3580 2021-02-06 03:49:48,119 - mmaction - INFO - Epoch [55][740/3757] lr: 1.000e-03, eta: 1 day, 22:07:18, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8703, loss_cls: 1.2950, loss: 1.2950, grad_norm: 5.6217 2021-02-06 03:49:56,987 - mmaction - INFO - Epoch [55][760/3757] lr: 1.000e-03, eta: 1 day, 22:06:44, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8742, loss_cls: 1.2617, loss: 1.2617, grad_norm: 5.4102 2021-02-06 03:50:05,923 - mmaction - INFO - Epoch [55][780/3757] lr: 1.000e-03, eta: 1 day, 22:06:10, time: 0.447, data_time: 0.002, memory: 7141, top1_acc: 0.6562, top5_acc: 0.8648, loss_cls: 1.3594, loss: 1.3594, grad_norm: 5.9075 2021-02-06 03:50:14,871 - mmaction - INFO - Epoch [55][800/3757] lr: 1.000e-03, eta: 1 day, 22:05:36, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8719, loss_cls: 1.2436, loss: 1.2436, grad_norm: 5.5994 2021-02-06 03:50:23,840 - mmaction - INFO - Epoch [55][820/3757] lr: 1.000e-03, eta: 1 day, 22:05:02, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8766, loss_cls: 1.2490, loss: 1.2490, grad_norm: 5.6615 2021-02-06 03:50:32,772 - mmaction - INFO - Epoch [55][840/3757] lr: 1.000e-03, eta: 1 day, 22:04:28, time: 0.447, data_time: 0.002, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8859, loss_cls: 1.1778, loss: 1.1778, grad_norm: 5.4324 2021-02-06 03:50:41,699 - mmaction - INFO - Epoch [55][860/3757] lr: 1.000e-03, eta: 1 day, 22:03:54, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8547, loss_cls: 1.3844, loss: 1.3844, grad_norm: 5.6975 2021-02-06 03:50:50,660 - mmaction - INFO - Epoch [55][880/3757] lr: 1.000e-03, eta: 1 day, 22:03:20, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8680, loss_cls: 1.2692, loss: 1.2692, grad_norm: 5.5711 2021-02-06 03:50:59,617 - mmaction - INFO - Epoch [55][900/3757] lr: 1.000e-03, eta: 1 day, 22:02:46, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8852, loss_cls: 1.1686, loss: 1.1686, grad_norm: 5.4802 2021-02-06 03:51:08,529 - mmaction - INFO - Epoch [55][920/3757] lr: 1.000e-03, eta: 1 day, 22:02:12, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8680, loss_cls: 1.3068, loss: 1.3068, grad_norm: 5.4936 2021-02-06 03:51:17,505 - mmaction - INFO - Epoch [55][940/3757] lr: 1.000e-03, eta: 1 day, 22:01:39, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8781, loss_cls: 1.2556, loss: 1.2556, grad_norm: 5.6555 2021-02-06 03:51:26,499 - mmaction - INFO - Epoch [55][960/3757] lr: 1.000e-03, eta: 1 day, 22:01:05, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2259, loss: 1.2259, grad_norm: 5.3749 2021-02-06 03:51:35,377 - mmaction - INFO - Epoch [55][980/3757] lr: 1.000e-03, eta: 1 day, 22:00:31, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8539, loss_cls: 1.3202, loss: 1.3202, grad_norm: 5.6352 2021-02-06 03:51:44,272 - mmaction - INFO - Epoch [55][1000/3757] lr: 1.000e-03, eta: 1 day, 21:59:57, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6617, top5_acc: 0.8586, loss_cls: 1.3847, loss: 1.3847, grad_norm: 5.8690 2021-02-06 03:51:53,205 - mmaction - INFO - Epoch [55][1020/3757] lr: 1.000e-03, eta: 1 day, 21:59:23, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.2340, loss: 1.2340, grad_norm: 5.4658 2021-02-06 03:52:02,127 - mmaction - INFO - Epoch [55][1040/3757] lr: 1.000e-03, eta: 1 day, 21:58:49, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.3219, loss: 1.3219, grad_norm: 5.6894 2021-02-06 03:52:11,019 - mmaction - INFO - Epoch [55][1060/3757] lr: 1.000e-03, eta: 1 day, 21:58:15, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6609, top5_acc: 0.8688, loss_cls: 1.3591, loss: 1.3591, grad_norm: 5.7511 2021-02-06 03:52:19,927 - mmaction - INFO - Epoch [55][1080/3757] lr: 1.000e-03, eta: 1 day, 21:57:41, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8742, loss_cls: 1.2664, loss: 1.2664, grad_norm: 5.5833 2021-02-06 03:52:28,928 - mmaction - INFO - Epoch [55][1100/3757] lr: 1.000e-03, eta: 1 day, 21:57:07, time: 0.450, data_time: 0.008, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8773, loss_cls: 1.2529, loss: 1.2529, grad_norm: 5.4012 2021-02-06 03:52:37,868 - mmaction - INFO - Epoch [55][1120/3757] lr: 1.000e-03, eta: 1 day, 21:56:33, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2045, loss: 1.2045, grad_norm: 5.3796 2021-02-06 03:52:46,793 - mmaction - INFO - Epoch [55][1140/3757] lr: 1.000e-03, eta: 1 day, 21:55:59, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8719, loss_cls: 1.2944, loss: 1.2944, grad_norm: 5.6706 2021-02-06 03:52:55,680 - mmaction - INFO - Epoch [55][1160/3757] lr: 1.000e-03, eta: 1 day, 21:55:25, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6750, top5_acc: 0.8633, loss_cls: 1.3378, loss: 1.3378, grad_norm: 5.6238 2021-02-06 03:53:04,678 - mmaction - INFO - Epoch [55][1180/3757] lr: 1.000e-03, eta: 1 day, 21:54:52, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8672, loss_cls: 1.2316, loss: 1.2316, grad_norm: 5.1742 2021-02-06 03:53:13,589 - mmaction - INFO - Epoch [55][1200/3757] lr: 1.000e-03, eta: 1 day, 21:54:18, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6750, top5_acc: 0.8609, loss_cls: 1.3035, loss: 1.3035, grad_norm: 5.5875 2021-02-06 03:53:22,431 - mmaction - INFO - Epoch [55][1220/3757] lr: 1.000e-03, eta: 1 day, 21:53:44, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8547, loss_cls: 1.3732, loss: 1.3732, grad_norm: 5.6011 2021-02-06 03:53:31,358 - mmaction - INFO - Epoch [55][1240/3757] lr: 1.000e-03, eta: 1 day, 21:53:10, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3551, loss: 1.3551, grad_norm: 5.6633 2021-02-06 03:53:40,283 - mmaction - INFO - Epoch [55][1260/3757] lr: 1.000e-03, eta: 1 day, 21:52:36, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8555, loss_cls: 1.3013, loss: 1.3013, grad_norm: 5.6426 2021-02-06 03:53:49,200 - mmaction - INFO - Epoch [55][1280/3757] lr: 1.000e-03, eta: 1 day, 21:52:02, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8828, loss_cls: 1.2237, loss: 1.2237, grad_norm: 5.4572 2021-02-06 03:53:58,095 - mmaction - INFO - Epoch [55][1300/3757] lr: 1.000e-03, eta: 1 day, 21:51:28, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.2917, loss: 1.2917, grad_norm: 5.6792 2021-02-06 03:54:06,969 - mmaction - INFO - Epoch [55][1320/3757] lr: 1.000e-03, eta: 1 day, 21:50:54, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.1821, loss: 1.1821, grad_norm: 5.4115 2021-02-06 03:54:15,820 - mmaction - INFO - Epoch [55][1340/3757] lr: 1.000e-03, eta: 1 day, 21:50:21, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8633, loss_cls: 1.2945, loss: 1.2945, grad_norm: 5.4174 2021-02-06 03:54:24,710 - mmaction - INFO - Epoch [55][1360/3757] lr: 1.000e-03, eta: 1 day, 21:49:47, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8789, loss_cls: 1.1839, loss: 1.1839, grad_norm: 5.3395 2021-02-06 03:54:33,585 - mmaction - INFO - Epoch [55][1380/3757] lr: 1.000e-03, eta: 1 day, 21:49:13, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8680, loss_cls: 1.3188, loss: 1.3188, grad_norm: 5.6866 2021-02-06 03:54:42,520 - mmaction - INFO - Epoch [55][1400/3757] lr: 1.000e-03, eta: 1 day, 21:48:39, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8805, loss_cls: 1.2369, loss: 1.2369, grad_norm: 5.4940 2021-02-06 03:54:51,409 - mmaction - INFO - Epoch [55][1420/3757] lr: 1.000e-03, eta: 1 day, 21:48:05, time: 0.445, data_time: 0.002, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2438, loss: 1.2438, grad_norm: 5.3484 2021-02-06 03:55:00,254 - mmaction - INFO - Epoch [55][1440/3757] lr: 1.000e-03, eta: 1 day, 21:47:31, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8945, loss_cls: 1.1606, loss: 1.1606, grad_norm: 5.4170 2021-02-06 03:55:09,131 - mmaction - INFO - Epoch [55][1460/3757] lr: 1.000e-03, eta: 1 day, 21:46:57, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8742, loss_cls: 1.3166, loss: 1.3166, grad_norm: 5.9277 2021-02-06 03:55:18,028 - mmaction - INFO - Epoch [55][1480/3757] lr: 1.000e-03, eta: 1 day, 21:46:24, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8711, loss_cls: 1.2893, loss: 1.2893, grad_norm: 5.5177 2021-02-06 03:55:26,982 - mmaction - INFO - Epoch [55][1500/3757] lr: 1.000e-03, eta: 1 day, 21:45:50, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2740, loss: 1.2740, grad_norm: 5.6331 2021-02-06 03:55:35,895 - mmaction - INFO - Epoch [55][1520/3757] lr: 1.000e-03, eta: 1 day, 21:45:16, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2521, loss: 1.2521, grad_norm: 5.5913 2021-02-06 03:55:44,892 - mmaction - INFO - Epoch [55][1540/3757] lr: 1.000e-03, eta: 1 day, 21:44:43, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.2811, loss: 1.2811, grad_norm: 5.4993 2021-02-06 03:55:53,798 - mmaction - INFO - Epoch [55][1560/3757] lr: 1.000e-03, eta: 1 day, 21:44:09, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8570, loss_cls: 1.3385, loss: 1.3385, grad_norm: 5.6894 2021-02-06 03:56:02,631 - mmaction - INFO - Epoch [55][1580/3757] lr: 1.000e-03, eta: 1 day, 21:43:35, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8695, loss_cls: 1.2846, loss: 1.2846, grad_norm: 5.6771 2021-02-06 03:56:11,535 - mmaction - INFO - Epoch [55][1600/3757] lr: 1.000e-03, eta: 1 day, 21:43:01, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.3119, loss: 1.3119, grad_norm: 5.5033 2021-02-06 03:56:20,488 - mmaction - INFO - Epoch [55][1620/3757] lr: 1.000e-03, eta: 1 day, 21:42:28, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8680, loss_cls: 1.2366, loss: 1.2366, grad_norm: 5.3862 2021-02-06 03:56:29,408 - mmaction - INFO - Epoch [55][1640/3757] lr: 1.000e-03, eta: 1 day, 21:41:54, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8523, loss_cls: 1.3074, loss: 1.3074, grad_norm: 5.4104 2021-02-06 03:56:38,325 - mmaction - INFO - Epoch [55][1660/3757] lr: 1.000e-03, eta: 1 day, 21:41:20, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8656, loss_cls: 1.2916, loss: 1.2916, grad_norm: 5.5492 2021-02-06 03:56:47,284 - mmaction - INFO - Epoch [55][1680/3757] lr: 1.000e-03, eta: 1 day, 21:40:47, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8672, loss_cls: 1.3107, loss: 1.3107, grad_norm: 5.5287 2021-02-06 03:56:56,251 - mmaction - INFO - Epoch [55][1700/3757] lr: 1.000e-03, eta: 1 day, 21:40:13, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6719, top5_acc: 0.8539, loss_cls: 1.3621, loss: 1.3621, grad_norm: 5.7912 2021-02-06 03:57:05,173 - mmaction - INFO - Epoch [55][1720/3757] lr: 1.000e-03, eta: 1 day, 21:39:39, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8672, loss_cls: 1.3224, loss: 1.3224, grad_norm: 5.5675 2021-02-06 03:57:14,129 - mmaction - INFO - Epoch [55][1740/3757] lr: 1.000e-03, eta: 1 day, 21:39:06, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.2259, loss: 1.2259, grad_norm: 5.6211 2021-02-06 03:57:23,003 - mmaction - INFO - Epoch [55][1760/3757] lr: 1.000e-03, eta: 1 day, 21:38:32, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8648, loss_cls: 1.2255, loss: 1.2255, grad_norm: 5.4444 2021-02-06 03:57:31,929 - mmaction - INFO - Epoch [55][1780/3757] lr: 1.000e-03, eta: 1 day, 21:37:58, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.2581, loss: 1.2581, grad_norm: 5.4750 2021-02-06 03:57:40,868 - mmaction - INFO - Epoch [55][1800/3757] lr: 1.000e-03, eta: 1 day, 21:37:25, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8727, loss_cls: 1.3135, loss: 1.3135, grad_norm: 5.7327 2021-02-06 03:57:49,745 - mmaction - INFO - Epoch [55][1820/3757] lr: 1.000e-03, eta: 1 day, 21:36:51, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8781, loss_cls: 1.2669, loss: 1.2669, grad_norm: 5.5478 2021-02-06 03:57:58,677 - mmaction - INFO - Epoch [55][1840/3757] lr: 1.000e-03, eta: 1 day, 21:36:18, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8648, loss_cls: 1.2325, loss: 1.2325, grad_norm: 5.2664 2021-02-06 03:58:07,586 - mmaction - INFO - Epoch [55][1860/3757] lr: 1.000e-03, eta: 1 day, 21:35:44, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.3106, loss: 1.3106, grad_norm: 5.7636 2021-02-06 03:58:16,476 - mmaction - INFO - Epoch [55][1880/3757] lr: 1.000e-03, eta: 1 day, 21:35:10, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8680, loss_cls: 1.2239, loss: 1.2239, grad_norm: 5.3997 2021-02-06 03:58:25,370 - mmaction - INFO - Epoch [55][1900/3757] lr: 1.000e-03, eta: 1 day, 21:34:37, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.2113, loss: 1.2113, grad_norm: 5.5012 2021-02-06 03:58:34,272 - mmaction - INFO - Epoch [55][1920/3757] lr: 1.000e-03, eta: 1 day, 21:34:03, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8719, loss_cls: 1.2989, loss: 1.2989, grad_norm: 5.6357 2021-02-06 03:58:43,222 - mmaction - INFO - Epoch [55][1940/3757] lr: 1.000e-03, eta: 1 day, 21:33:30, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8633, loss_cls: 1.3416, loss: 1.3416, grad_norm: 5.4863 2021-02-06 03:59:10,957 - mmaction - INFO - Epoch [55][1960/3757] lr: 1.000e-03, eta: 1 day, 21:33:22, time: 1.386, data_time: 0.000, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8727, loss_cls: 1.2439, loss: 1.2439, grad_norm: 5.4844 2021-02-06 03:59:19,795 - mmaction - INFO - Epoch [55][1980/3757] lr: 1.000e-03, eta: 1 day, 21:32:49, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8789, loss_cls: 1.2291, loss: 1.2291, grad_norm: 5.3718 2021-02-06 03:59:28,620 - mmaction - INFO - Epoch [55][2000/3757] lr: 1.000e-03, eta: 1 day, 21:32:15, time: 0.441, data_time: 0.002, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8656, loss_cls: 1.3043, loss: 1.3043, grad_norm: 5.6657 2021-02-06 03:59:37,492 - mmaction - INFO - Epoch [55][2020/3757] lr: 1.000e-03, eta: 1 day, 21:31:41, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8820, loss_cls: 1.2413, loss: 1.2413, grad_norm: 5.5966 2021-02-06 03:59:46,282 - mmaction - INFO - Epoch [55][2040/3757] lr: 1.000e-03, eta: 1 day, 21:31:08, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6695, top5_acc: 0.8562, loss_cls: 1.3608, loss: 1.3608, grad_norm: 5.6415 2021-02-06 03:59:55,174 - mmaction - INFO - Epoch [55][2060/3757] lr: 1.000e-03, eta: 1 day, 21:30:34, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3330, loss: 1.3330, grad_norm: 5.5418 2021-02-06 04:00:04,083 - mmaction - INFO - Epoch [55][2080/3757] lr: 1.000e-03, eta: 1 day, 21:30:00, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8695, loss_cls: 1.2602, loss: 1.2602, grad_norm: 5.3818 2021-02-06 04:00:12,989 - mmaction - INFO - Epoch [55][2100/3757] lr: 1.000e-03, eta: 1 day, 21:29:27, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8766, loss_cls: 1.2773, loss: 1.2773, grad_norm: 5.6295 2021-02-06 04:00:38,026 - mmaction - INFO - Epoch [55][2120/3757] lr: 1.000e-03, eta: 1 day, 21:29:16, time: 1.252, data_time: 0.001, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8734, loss_cls: 1.2494, loss: 1.2494, grad_norm: 5.4434 2021-02-06 04:00:46,875 - mmaction - INFO - Epoch [55][2140/3757] lr: 1.000e-03, eta: 1 day, 21:28:42, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8547, loss_cls: 1.2802, loss: 1.2802, grad_norm: 5.5238 2021-02-06 04:01:11,053 - mmaction - INFO - Epoch [55][2160/3757] lr: 1.000e-03, eta: 1 day, 21:28:30, time: 1.209, data_time: 0.000, memory: 7141, top1_acc: 0.6766, top5_acc: 0.8555, loss_cls: 1.3414, loss: 1.3414, grad_norm: 5.7498 2021-02-06 04:01:41,863 - mmaction - INFO - Epoch [55][2180/3757] lr: 1.000e-03, eta: 1 day, 21:28:27, time: 1.540, data_time: 0.000, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8594, loss_cls: 1.3180, loss: 1.3180, grad_norm: 5.5739 2021-02-06 04:01:50,676 - mmaction - INFO - Epoch [55][2200/3757] lr: 1.000e-03, eta: 1 day, 21:27:53, time: 0.441, data_time: 0.002, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8516, loss_cls: 1.3662, loss: 1.3662, grad_norm: 5.5619 2021-02-06 04:02:06,222 - mmaction - INFO - Epoch [55][2220/3757] lr: 1.000e-03, eta: 1 day, 21:27:29, time: 0.777, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2626, loss: 1.2626, grad_norm: 5.6937 2021-02-06 04:03:00,930 - mmaction - INFO - Epoch [55][2240/3757] lr: 1.000e-03, eta: 1 day, 21:27:59, time: 2.736, data_time: 0.006, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8617, loss_cls: 1.2956, loss: 1.2956, grad_norm: 5.5705 2021-02-06 04:04:17,299 - mmaction - INFO - Epoch [55][2260/3757] lr: 1.000e-03, eta: 1 day, 21:29:00, time: 3.817, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1523, loss: 1.1523, grad_norm: 5.3559 2021-02-06 04:04:57,612 - mmaction - INFO - Epoch [55][2280/3757] lr: 1.000e-03, eta: 1 day, 21:29:10, time: 2.015, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2038, loss: 1.2038, grad_norm: 5.3659 2021-02-06 04:06:07,837 - mmaction - INFO - Epoch [55][2300/3757] lr: 1.000e-03, eta: 1 day, 21:30:02, time: 3.512, data_time: 0.002, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1833, loss: 1.1833, grad_norm: 5.3117 2021-02-06 04:06:36,474 - mmaction - INFO - Epoch [55][2320/3757] lr: 1.000e-03, eta: 1 day, 21:29:56, time: 1.431, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.2479, loss: 1.2479, grad_norm: 5.4660 2021-02-06 04:07:02,105 - mmaction - INFO - Epoch [55][2340/3757] lr: 1.000e-03, eta: 1 day, 21:29:46, time: 1.282, data_time: 0.002, memory: 7141, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3250, loss: 1.3250, grad_norm: 5.5259 2021-02-06 04:07:10,944 - mmaction - INFO - Epoch [55][2360/3757] lr: 1.000e-03, eta: 1 day, 21:29:12, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2249, loss: 1.2249, grad_norm: 5.5927 2021-02-06 04:07:41,056 - mmaction - INFO - Epoch [55][2380/3757] lr: 1.000e-03, eta: 1 day, 21:29:08, time: 1.505, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8688, loss_cls: 1.1867, loss: 1.1867, grad_norm: 5.3884 2021-02-06 04:07:49,830 - mmaction - INFO - Epoch [55][2400/3757] lr: 1.000e-03, eta: 1 day, 21:28:34, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8844, loss_cls: 1.2428, loss: 1.2428, grad_norm: 5.6663 2021-02-06 04:08:20,959 - mmaction - INFO - Epoch [55][2420/3757] lr: 1.000e-03, eta: 1 day, 21:28:31, time: 1.557, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8633, loss_cls: 1.2938, loss: 1.2938, grad_norm: 5.6533 2021-02-06 04:08:57,474 - mmaction - INFO - Epoch [55][2440/3757] lr: 1.000e-03, eta: 1 day, 21:28:36, time: 1.826, data_time: 0.949, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8672, loss_cls: 1.2618, loss: 1.2618, grad_norm: 5.5580 2021-02-06 04:09:14,377 - mmaction - INFO - Epoch [55][2460/3757] lr: 1.000e-03, eta: 1 day, 21:28:14, time: 0.845, data_time: 0.001, memory: 7141, top1_acc: 0.6648, top5_acc: 0.8625, loss_cls: 1.3380, loss: 1.3380, grad_norm: 5.6612 2021-02-06 04:09:47,688 - mmaction - INFO - Epoch [55][2480/3757] lr: 1.000e-03, eta: 1 day, 21:28:14, time: 1.666, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8594, loss_cls: 1.3141, loss: 1.3141, grad_norm: 5.8293 2021-02-06 04:09:56,418 - mmaction - INFO - Epoch [55][2500/3757] lr: 1.000e-03, eta: 1 day, 21:27:40, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8773, loss_cls: 1.2469, loss: 1.2469, grad_norm: 5.5837 2021-02-06 04:10:28,005 - mmaction - INFO - Epoch [55][2520/3757] lr: 1.000e-03, eta: 1 day, 21:27:38, time: 1.579, data_time: 0.002, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2897, loss: 1.2897, grad_norm: 5.7540 2021-02-06 04:10:36,863 - mmaction - INFO - Epoch [55][2540/3757] lr: 1.000e-03, eta: 1 day, 21:27:05, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8695, loss_cls: 1.3384, loss: 1.3384, grad_norm: 5.7594 2021-02-06 04:11:01,641 - mmaction - INFO - Epoch [55][2560/3757] lr: 1.000e-03, eta: 1 day, 21:26:53, time: 1.240, data_time: 0.002, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8719, loss_cls: 1.2979, loss: 1.2979, grad_norm: 5.8118 2021-02-06 04:11:10,454 - mmaction - INFO - Epoch [55][2580/3757] lr: 1.000e-03, eta: 1 day, 21:26:20, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.6633, top5_acc: 0.8453, loss_cls: 1.3966, loss: 1.3966, grad_norm: 5.7543 2021-02-06 04:11:19,300 - mmaction - INFO - Epoch [55][2600/3757] lr: 1.000e-03, eta: 1 day, 21:25:46, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8820, loss_cls: 1.2190, loss: 1.2190, grad_norm: 5.5172 2021-02-06 04:11:52,972 - mmaction - INFO - Epoch [55][2620/3757] lr: 1.000e-03, eta: 1 day, 21:25:47, time: 1.684, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8547, loss_cls: 1.3307, loss: 1.3307, grad_norm: 5.5283 2021-02-06 04:12:01,739 - mmaction - INFO - Epoch [55][2640/3757] lr: 1.000e-03, eta: 1 day, 21:25:13, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.2120, loss: 1.2120, grad_norm: 5.5729 2021-02-06 04:12:10,578 - mmaction - INFO - Epoch [55][2660/3757] lr: 1.000e-03, eta: 1 day, 21:24:40, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8672, loss_cls: 1.2833, loss: 1.2833, grad_norm: 5.6824 2021-02-06 04:12:45,618 - mmaction - INFO - Epoch [55][2680/3757] lr: 1.000e-03, eta: 1 day, 21:24:42, time: 1.752, data_time: 0.001, memory: 7141, top1_acc: 0.6648, top5_acc: 0.8641, loss_cls: 1.3080, loss: 1.3080, grad_norm: 5.7413 2021-02-06 04:12:54,508 - mmaction - INFO - Epoch [55][2700/3757] lr: 1.000e-03, eta: 1 day, 21:24:09, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2084, loss: 1.2084, grad_norm: 5.3648 2021-02-06 04:13:03,298 - mmaction - INFO - Epoch [55][2720/3757] lr: 1.000e-03, eta: 1 day, 21:23:35, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.2311, loss: 1.2311, grad_norm: 5.5158 2021-02-06 04:13:12,998 - mmaction - INFO - Epoch [55][2740/3757] lr: 1.000e-03, eta: 1 day, 21:23:03, time: 0.484, data_time: 0.000, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8727, loss_cls: 1.2774, loss: 1.2774, grad_norm: 5.7706 2021-02-06 04:13:29,200 - mmaction - INFO - Epoch [55][2760/3757] lr: 1.000e-03, eta: 1 day, 21:22:39, time: 0.811, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.1927, loss: 1.1927, grad_norm: 5.5096 2021-02-06 04:13:37,999 - mmaction - INFO - Epoch [55][2780/3757] lr: 1.000e-03, eta: 1 day, 21:22:06, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2691, loss: 1.2691, grad_norm: 5.6809 2021-02-06 04:13:46,873 - mmaction - INFO - Epoch [55][2800/3757] lr: 1.000e-03, eta: 1 day, 21:21:32, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8648, loss_cls: 1.2643, loss: 1.2643, grad_norm: 5.5770 2021-02-06 04:14:10,549 - mmaction - INFO - Epoch [55][2820/3757] lr: 1.000e-03, eta: 1 day, 21:21:19, time: 1.184, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8578, loss_cls: 1.3347, loss: 1.3347, grad_norm: 5.6967 2021-02-06 04:14:19,348 - mmaction - INFO - Epoch [55][2840/3757] lr: 1.000e-03, eta: 1 day, 21:20:46, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6703, top5_acc: 0.8703, loss_cls: 1.3253, loss: 1.3253, grad_norm: 5.8426 2021-02-06 04:14:28,186 - mmaction - INFO - Epoch [55][2860/3757] lr: 1.000e-03, eta: 1 day, 21:20:12, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8734, loss_cls: 1.2190, loss: 1.2190, grad_norm: 5.5618 2021-02-06 04:14:37,046 - mmaction - INFO - Epoch [55][2880/3757] lr: 1.000e-03, eta: 1 day, 21:19:39, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8594, loss_cls: 1.3260, loss: 1.3260, grad_norm: 5.7488 2021-02-06 04:15:05,289 - mmaction - INFO - Epoch [55][2900/3757] lr: 1.000e-03, eta: 1 day, 21:19:32, time: 1.413, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2212, loss: 1.2212, grad_norm: 5.4612 2021-02-06 04:15:14,079 - mmaction - INFO - Epoch [55][2920/3757] lr: 1.000e-03, eta: 1 day, 21:18:58, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2692, loss: 1.2692, grad_norm: 5.7923 2021-02-06 04:15:22,882 - mmaction - INFO - Epoch [55][2940/3757] lr: 1.000e-03, eta: 1 day, 21:18:25, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3351, loss: 1.3351, grad_norm: 5.7136 2021-02-06 04:15:31,763 - mmaction - INFO - Epoch [55][2960/3757] lr: 1.000e-03, eta: 1 day, 21:17:51, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2857, loss: 1.2857, grad_norm: 5.5290 2021-02-06 04:16:02,871 - mmaction - INFO - Epoch [55][2980/3757] lr: 1.000e-03, eta: 1 day, 21:17:48, time: 1.555, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2380, loss: 1.2380, grad_norm: 5.5058 2021-02-06 04:16:11,665 - mmaction - INFO - Epoch [55][3000/3757] lr: 1.000e-03, eta: 1 day, 21:17:15, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8789, loss_cls: 1.2719, loss: 1.2719, grad_norm: 5.8323 2021-02-06 04:16:20,585 - mmaction - INFO - Epoch [55][3020/3757] lr: 1.000e-03, eta: 1 day, 21:16:42, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8555, loss_cls: 1.3289, loss: 1.3289, grad_norm: 5.6223 2021-02-06 04:16:51,648 - mmaction - INFO - Epoch [55][3040/3757] lr: 1.000e-03, eta: 1 day, 21:16:39, time: 1.553, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8719, loss_cls: 1.2189, loss: 1.2189, grad_norm: 5.2150 2021-02-06 04:17:00,461 - mmaction - INFO - Epoch [55][3060/3757] lr: 1.000e-03, eta: 1 day, 21:16:05, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8633, loss_cls: 1.2922, loss: 1.2922, grad_norm: 5.6752 2021-02-06 04:17:09,227 - mmaction - INFO - Epoch [55][3080/3757] lr: 1.000e-03, eta: 1 day, 21:15:32, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8727, loss_cls: 1.1980, loss: 1.1980, grad_norm: 5.4278 2021-02-06 04:17:18,134 - mmaction - INFO - Epoch [55][3100/3757] lr: 1.000e-03, eta: 1 day, 21:14:58, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6656, top5_acc: 0.8719, loss_cls: 1.3274, loss: 1.3274, grad_norm: 5.8417 2021-02-06 04:17:27,104 - mmaction - INFO - Epoch [55][3120/3757] lr: 1.000e-03, eta: 1 day, 21:14:25, time: 0.449, data_time: 0.003, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8742, loss_cls: 1.2442, loss: 1.2442, grad_norm: 5.3994 2021-02-06 04:17:36,073 - mmaction - INFO - Epoch [55][3140/3757] lr: 1.000e-03, eta: 1 day, 21:13:52, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8508, loss_cls: 1.2894, loss: 1.2894, grad_norm: 5.5146 2021-02-06 04:17:44,972 - mmaction - INFO - Epoch [55][3160/3757] lr: 1.000e-03, eta: 1 day, 21:13:18, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8648, loss_cls: 1.2811, loss: 1.2811, grad_norm: 5.6484 2021-02-06 04:17:53,785 - mmaction - INFO - Epoch [55][3180/3757] lr: 1.000e-03, eta: 1 day, 21:12:45, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8742, loss_cls: 1.2418, loss: 1.2418, grad_norm: 5.4796 2021-02-06 04:18:02,660 - mmaction - INFO - Epoch [55][3200/3757] lr: 1.000e-03, eta: 1 day, 21:12:12, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8734, loss_cls: 1.2374, loss: 1.2374, grad_norm: 5.5076 2021-02-06 04:18:11,611 - mmaction - INFO - Epoch [55][3220/3757] lr: 1.000e-03, eta: 1 day, 21:11:38, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8727, loss_cls: 1.2762, loss: 1.2762, grad_norm: 5.5001 2021-02-06 04:18:20,561 - mmaction - INFO - Epoch [55][3240/3757] lr: 1.000e-03, eta: 1 day, 21:11:05, time: 0.448, data_time: 0.006, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8703, loss_cls: 1.2929, loss: 1.2929, grad_norm: 5.6403 2021-02-06 04:18:29,513 - mmaction - INFO - Epoch [55][3260/3757] lr: 1.000e-03, eta: 1 day, 21:10:32, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8812, loss_cls: 1.2133, loss: 1.2133, grad_norm: 5.5789 2021-02-06 04:18:38,400 - mmaction - INFO - Epoch [55][3280/3757] lr: 1.000e-03, eta: 1 day, 21:09:59, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8742, loss_cls: 1.2520, loss: 1.2520, grad_norm: 5.6472 2021-02-06 04:18:47,338 - mmaction - INFO - Epoch [55][3300/3757] lr: 1.000e-03, eta: 1 day, 21:09:25, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8727, loss_cls: 1.2093, loss: 1.2093, grad_norm: 5.4475 2021-02-06 04:18:56,202 - mmaction - INFO - Epoch [55][3320/3757] lr: 1.000e-03, eta: 1 day, 21:08:52, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.2914, loss: 1.2914, grad_norm: 5.6724 2021-02-06 04:19:05,139 - mmaction - INFO - Epoch [55][3340/3757] lr: 1.000e-03, eta: 1 day, 21:08:19, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8570, loss_cls: 1.3406, loss: 1.3406, grad_norm: 5.8863 2021-02-06 04:19:14,060 - mmaction - INFO - Epoch [55][3360/3757] lr: 1.000e-03, eta: 1 day, 21:07:46, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6594, top5_acc: 0.8586, loss_cls: 1.3772, loss: 1.3772, grad_norm: 5.8451 2021-02-06 04:19:23,014 - mmaction - INFO - Epoch [55][3380/3757] lr: 1.000e-03, eta: 1 day, 21:07:12, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2775, loss: 1.2775, grad_norm: 5.6737 2021-02-06 04:19:31,941 - mmaction - INFO - Epoch [55][3400/3757] lr: 1.000e-03, eta: 1 day, 21:06:39, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8742, loss_cls: 1.2563, loss: 1.2563, grad_norm: 5.6573 2021-02-06 04:19:40,829 - mmaction - INFO - Epoch [55][3420/3757] lr: 1.000e-03, eta: 1 day, 21:06:06, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8703, loss_cls: 1.2614, loss: 1.2614, grad_norm: 5.4570 2021-02-06 04:19:49,804 - mmaction - INFO - Epoch [55][3440/3757] lr: 1.000e-03, eta: 1 day, 21:05:33, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8719, loss_cls: 1.2757, loss: 1.2757, grad_norm: 5.5554 2021-02-06 04:19:58,736 - mmaction - INFO - Epoch [55][3460/3757] lr: 1.000e-03, eta: 1 day, 21:05:00, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8719, loss_cls: 1.2715, loss: 1.2715, grad_norm: 5.5122 2021-02-06 04:20:07,655 - mmaction - INFO - Epoch [55][3480/3757] lr: 1.000e-03, eta: 1 day, 21:04:26, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.3490, loss: 1.3490, grad_norm: 5.7420 2021-02-06 04:20:16,596 - mmaction - INFO - Epoch [55][3500/3757] lr: 1.000e-03, eta: 1 day, 21:03:53, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8656, loss_cls: 1.3038, loss: 1.3038, grad_norm: 5.7373 2021-02-06 04:20:25,489 - mmaction - INFO - Epoch [55][3520/3757] lr: 1.000e-03, eta: 1 day, 21:03:20, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8570, loss_cls: 1.3333, loss: 1.3333, grad_norm: 5.6113 2021-02-06 04:20:34,458 - mmaction - INFO - Epoch [55][3540/3757] lr: 1.000e-03, eta: 1 day, 21:02:47, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.2867, loss: 1.2867, grad_norm: 5.5472 2021-02-06 04:20:43,369 - mmaction - INFO - Epoch [55][3560/3757] lr: 1.000e-03, eta: 1 day, 21:02:14, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8695, loss_cls: 1.2609, loss: 1.2609, grad_norm: 5.4842 2021-02-06 04:20:52,273 - mmaction - INFO - Epoch [55][3580/3757] lr: 1.000e-03, eta: 1 day, 21:01:41, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8922, loss_cls: 1.1748, loss: 1.1748, grad_norm: 5.4864 2021-02-06 04:21:01,169 - mmaction - INFO - Epoch [55][3600/3757] lr: 1.000e-03, eta: 1 day, 21:01:07, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8766, loss_cls: 1.1876, loss: 1.1876, grad_norm: 5.5267 2021-02-06 04:21:10,120 - mmaction - INFO - Epoch [55][3620/3757] lr: 1.000e-03, eta: 1 day, 21:00:34, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8570, loss_cls: 1.3227, loss: 1.3227, grad_norm: 5.6685 2021-02-06 04:21:19,440 - mmaction - INFO - Epoch [55][3640/3757] lr: 1.000e-03, eta: 1 day, 21:00:02, time: 0.466, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1624, loss: 1.1624, grad_norm: 5.3339 2021-02-06 04:21:28,352 - mmaction - INFO - Epoch [55][3660/3757] lr: 1.000e-03, eta: 1 day, 20:59:29, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.3527, loss: 1.3527, grad_norm: 5.6389 2021-02-06 04:21:37,265 - mmaction - INFO - Epoch [55][3680/3757] lr: 1.000e-03, eta: 1 day, 20:58:55, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8711, loss_cls: 1.2511, loss: 1.2511, grad_norm: 5.4115 2021-02-06 04:21:46,150 - mmaction - INFO - Epoch [55][3700/3757] lr: 1.000e-03, eta: 1 day, 20:58:22, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8734, loss_cls: 1.2440, loss: 1.2440, grad_norm: 5.4888 2021-02-06 04:21:55,151 - mmaction - INFO - Epoch [55][3720/3757] lr: 1.000e-03, eta: 1 day, 20:57:49, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8828, loss_cls: 1.2234, loss: 1.2234, grad_norm: 5.6500 2021-02-06 04:22:04,089 - mmaction - INFO - Epoch [55][3740/3757] lr: 1.000e-03, eta: 1 day, 20:57:16, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2219, loss: 1.2219, grad_norm: 5.5170 2021-02-06 04:22:12,208 - mmaction - INFO - Saving checkpoint at 55 epochs 2021-02-06 04:22:43,123 - mmaction - INFO - Epoch [56][20/3757] lr: 1.000e-03, eta: 1 day, 20:56:34, time: 1.527, data_time: 1.064, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8719, loss_cls: 1.2510, loss: 1.2510, grad_norm: 5.4842 2021-02-06 04:22:52,022 - mmaction - INFO - Epoch [56][40/3757] lr: 1.000e-03, eta: 1 day, 20:56:01, time: 0.445, data_time: 0.004, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8695, loss_cls: 1.2965, loss: 1.2965, grad_norm: 5.7652 2021-02-06 04:23:00,846 - mmaction - INFO - Epoch [56][60/3757] lr: 1.000e-03, eta: 1 day, 20:55:28, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8711, loss_cls: 1.2793, loss: 1.2793, grad_norm: 5.5129 2021-02-06 04:23:09,704 - mmaction - INFO - Epoch [56][80/3757] lr: 1.000e-03, eta: 1 day, 20:54:55, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8680, loss_cls: 1.2946, loss: 1.2946, grad_norm: 5.7438 2021-02-06 04:23:18,618 - mmaction - INFO - Epoch [56][100/3757] lr: 1.000e-03, eta: 1 day, 20:54:22, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8836, loss_cls: 1.1958, loss: 1.1958, grad_norm: 5.4430 2021-02-06 04:23:27,518 - mmaction - INFO - Epoch [56][120/3757] lr: 1.000e-03, eta: 1 day, 20:53:49, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2219, loss: 1.2219, grad_norm: 5.4473 2021-02-06 04:23:36,409 - mmaction - INFO - Epoch [56][140/3757] lr: 1.000e-03, eta: 1 day, 20:53:16, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8648, loss_cls: 1.2968, loss: 1.2968, grad_norm: 5.6896 2021-02-06 04:23:45,341 - mmaction - INFO - Epoch [56][160/3757] lr: 1.000e-03, eta: 1 day, 20:52:43, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8641, loss_cls: 1.2895, loss: 1.2895, grad_norm: 5.5593 2021-02-06 04:23:54,306 - mmaction - INFO - Epoch [56][180/3757] lr: 1.000e-03, eta: 1 day, 20:52:10, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8805, loss_cls: 1.2219, loss: 1.2219, grad_norm: 5.5668 2021-02-06 04:24:03,280 - mmaction - INFO - Epoch [56][200/3757] lr: 1.000e-03, eta: 1 day, 20:51:37, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8781, loss_cls: 1.2208, loss: 1.2208, grad_norm: 5.5584 2021-02-06 04:24:12,228 - mmaction - INFO - Epoch [56][220/3757] lr: 1.000e-03, eta: 1 day, 20:51:04, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2089, loss: 1.2089, grad_norm: 5.3284 2021-02-06 04:24:21,167 - mmaction - INFO - Epoch [56][240/3757] lr: 1.000e-03, eta: 1 day, 20:50:31, time: 0.448, data_time: 0.002, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.1767, loss: 1.1767, grad_norm: 5.3506 2021-02-06 04:24:30,169 - mmaction - INFO - Epoch [56][260/3757] lr: 1.000e-03, eta: 1 day, 20:49:58, time: 0.450, data_time: 0.005, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8812, loss_cls: 1.2011, loss: 1.2011, grad_norm: 5.4371 2021-02-06 04:24:39,027 - mmaction - INFO - Epoch [56][280/3757] lr: 1.000e-03, eta: 1 day, 20:49:25, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8742, loss_cls: 1.2375, loss: 1.2375, grad_norm: 5.4852 2021-02-06 04:24:48,009 - mmaction - INFO - Epoch [56][300/3757] lr: 1.000e-03, eta: 1 day, 20:48:52, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8586, loss_cls: 1.3008, loss: 1.3008, grad_norm: 5.8074 2021-02-06 04:24:56,915 - mmaction - INFO - Epoch [56][320/3757] lr: 1.000e-03, eta: 1 day, 20:48:19, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8781, loss_cls: 1.2162, loss: 1.2162, grad_norm: 5.6820 2021-02-06 04:25:05,806 - mmaction - INFO - Epoch [56][340/3757] lr: 1.000e-03, eta: 1 day, 20:47:46, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8648, loss_cls: 1.2660, loss: 1.2660, grad_norm: 5.5447 2021-02-06 04:25:14,716 - mmaction - INFO - Epoch [56][360/3757] lr: 1.000e-03, eta: 1 day, 20:47:13, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8727, loss_cls: 1.2836, loss: 1.2836, grad_norm: 5.8081 2021-02-06 04:25:23,619 - mmaction - INFO - Epoch [56][380/3757] lr: 1.000e-03, eta: 1 day, 20:46:40, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2943, loss: 1.2943, grad_norm: 5.6042 2021-02-06 04:25:32,521 - mmaction - INFO - Epoch [56][400/3757] lr: 1.000e-03, eta: 1 day, 20:46:07, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8719, loss_cls: 1.2566, loss: 1.2566, grad_norm: 5.7458 2021-02-06 04:25:41,439 - mmaction - INFO - Epoch [56][420/3757] lr: 1.000e-03, eta: 1 day, 20:45:34, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8836, loss_cls: 1.2379, loss: 1.2379, grad_norm: 5.4883 2021-02-06 04:25:50,369 - mmaction - INFO - Epoch [56][440/3757] lr: 1.000e-03, eta: 1 day, 20:45:01, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.2780, loss: 1.2780, grad_norm: 5.7755 2021-02-06 04:25:59,254 - mmaction - INFO - Epoch [56][460/3757] lr: 1.000e-03, eta: 1 day, 20:44:28, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8688, loss_cls: 1.2745, loss: 1.2745, grad_norm: 5.8855 2021-02-06 04:26:08,119 - mmaction - INFO - Epoch [56][480/3757] lr: 1.000e-03, eta: 1 day, 20:43:55, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8812, loss_cls: 1.2145, loss: 1.2145, grad_norm: 5.5925 2021-02-06 04:26:17,051 - mmaction - INFO - Epoch [56][500/3757] lr: 1.000e-03, eta: 1 day, 20:43:22, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8617, loss_cls: 1.2640, loss: 1.2640, grad_norm: 5.4687 2021-02-06 04:26:25,945 - mmaction - INFO - Epoch [56][520/3757] lr: 1.000e-03, eta: 1 day, 20:42:49, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8719, loss_cls: 1.3200, loss: 1.3200, grad_norm: 5.7581 2021-02-06 04:26:34,891 - mmaction - INFO - Epoch [56][540/3757] lr: 1.000e-03, eta: 1 day, 20:42:17, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8695, loss_cls: 1.2405, loss: 1.2405, grad_norm: 5.5062 2021-02-06 04:26:43,789 - mmaction - INFO - Epoch [56][560/3757] lr: 1.000e-03, eta: 1 day, 20:41:44, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8508, loss_cls: 1.3420, loss: 1.3420, grad_norm: 5.6442 2021-02-06 04:26:52,806 - mmaction - INFO - Epoch [56][580/3757] lr: 1.000e-03, eta: 1 day, 20:41:11, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8695, loss_cls: 1.2148, loss: 1.2148, grad_norm: 5.4785 2021-02-06 04:27:01,776 - mmaction - INFO - Epoch [56][600/3757] lr: 1.000e-03, eta: 1 day, 20:40:38, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.2368, loss: 1.2368, grad_norm: 5.5975 2021-02-06 04:27:10,714 - mmaction - INFO - Epoch [56][620/3757] lr: 1.000e-03, eta: 1 day, 20:40:05, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8695, loss_cls: 1.2760, loss: 1.2760, grad_norm: 5.6663 2021-02-06 04:27:19,571 - mmaction - INFO - Epoch [56][640/3757] lr: 1.000e-03, eta: 1 day, 20:39:32, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8688, loss_cls: 1.3111, loss: 1.3111, grad_norm: 5.5848 2021-02-06 04:27:28,534 - mmaction - INFO - Epoch [56][660/3757] lr: 1.000e-03, eta: 1 day, 20:39:00, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3154, loss: 1.3154, grad_norm: 5.7440 2021-02-06 04:27:37,466 - mmaction - INFO - Epoch [56][680/3757] lr: 1.000e-03, eta: 1 day, 20:38:27, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8602, loss_cls: 1.3080, loss: 1.3080, grad_norm: 5.6126 2021-02-06 04:27:46,385 - mmaction - INFO - Epoch [56][700/3757] lr: 1.000e-03, eta: 1 day, 20:37:54, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8680, loss_cls: 1.2287, loss: 1.2287, grad_norm: 5.3840 2021-02-06 04:27:55,295 - mmaction - INFO - Epoch [56][720/3757] lr: 1.000e-03, eta: 1 day, 20:37:21, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8664, loss_cls: 1.2571, loss: 1.2571, grad_norm: 5.4683 2021-02-06 04:28:04,201 - mmaction - INFO - Epoch [56][740/3757] lr: 1.000e-03, eta: 1 day, 20:36:48, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3652, loss: 1.3652, grad_norm: 5.7417 2021-02-06 04:28:13,115 - mmaction - INFO - Epoch [56][760/3757] lr: 1.000e-03, eta: 1 day, 20:36:16, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8844, loss_cls: 1.2574, loss: 1.2574, grad_norm: 5.6296 2021-02-06 04:28:22,098 - mmaction - INFO - Epoch [56][780/3757] lr: 1.000e-03, eta: 1 day, 20:35:43, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.3583, loss: 1.3583, grad_norm: 5.8336 2021-02-06 04:28:31,033 - mmaction - INFO - Epoch [56][800/3757] lr: 1.000e-03, eta: 1 day, 20:35:10, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8812, loss_cls: 1.2179, loss: 1.2179, grad_norm: 5.4379 2021-02-06 04:28:39,904 - mmaction - INFO - Epoch [56][820/3757] lr: 1.000e-03, eta: 1 day, 20:34:37, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6523, top5_acc: 0.8516, loss_cls: 1.4134, loss: 1.4134, grad_norm: 5.9310 2021-02-06 04:28:48,884 - mmaction - INFO - Epoch [56][840/3757] lr: 1.000e-03, eta: 1 day, 20:34:05, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.2838, loss: 1.2838, grad_norm: 5.5964 2021-02-06 04:28:57,791 - mmaction - INFO - Epoch [56][860/3757] lr: 1.000e-03, eta: 1 day, 20:33:32, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8648, loss_cls: 1.2924, loss: 1.2924, grad_norm: 5.6531 2021-02-06 04:29:06,720 - mmaction - INFO - Epoch [56][880/3757] lr: 1.000e-03, eta: 1 day, 20:32:59, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.2093, loss: 1.2093, grad_norm: 5.4356 2021-02-06 04:29:17,288 - mmaction - INFO - Epoch [56][900/3757] lr: 1.000e-03, eta: 1 day, 20:32:29, time: 0.529, data_time: 0.001, memory: 7141, top1_acc: 0.6781, top5_acc: 0.8695, loss_cls: 1.2829, loss: 1.2829, grad_norm: 5.6289 2021-02-06 04:30:02,270 - mmaction - INFO - Epoch [56][920/3757] lr: 1.000e-03, eta: 1 day, 20:32:44, time: 2.249, data_time: 0.000, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.3265, loss: 1.3265, grad_norm: 5.5866 2021-02-06 04:30:11,060 - mmaction - INFO - Epoch [56][940/3757] lr: 1.000e-03, eta: 1 day, 20:32:11, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8672, loss_cls: 1.2624, loss: 1.2624, grad_norm: 5.5854 2021-02-06 04:30:19,935 - mmaction - INFO - Epoch [56][960/3757] lr: 1.000e-03, eta: 1 day, 20:31:39, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8656, loss_cls: 1.3194, loss: 1.3194, grad_norm: 5.7341 2021-02-06 04:30:28,786 - mmaction - INFO - Epoch [56][980/3757] lr: 1.000e-03, eta: 1 day, 20:31:06, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1845, loss: 1.1845, grad_norm: 5.4034 2021-02-06 04:30:40,791 - mmaction - INFO - Epoch [56][1000/3757] lr: 1.000e-03, eta: 1 day, 20:30:37, time: 0.601, data_time: 0.002, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8734, loss_cls: 1.2320, loss: 1.2320, grad_norm: 5.6446 2021-02-06 04:31:00,546 - mmaction - INFO - Epoch [56][1020/3757] lr: 1.000e-03, eta: 1 day, 20:30:19, time: 0.988, data_time: 0.002, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.2521, loss: 1.2521, grad_norm: 5.6038 2021-02-06 04:31:09,343 - mmaction - INFO - Epoch [56][1040/3757] lr: 1.000e-03, eta: 1 day, 20:29:46, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8828, loss_cls: 1.2640, loss: 1.2640, grad_norm: 5.6375 2021-02-06 04:31:18,195 - mmaction - INFO - Epoch [56][1060/3757] lr: 1.000e-03, eta: 1 day, 20:29:13, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8703, loss_cls: 1.2671, loss: 1.2671, grad_norm: 5.4819 2021-02-06 04:31:27,063 - mmaction - INFO - Epoch [56][1080/3757] lr: 1.000e-03, eta: 1 day, 20:28:41, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8688, loss_cls: 1.2935, loss: 1.2935, grad_norm: 5.7439 2021-02-06 04:31:35,975 - mmaction - INFO - Epoch [56][1100/3757] lr: 1.000e-03, eta: 1 day, 20:28:08, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8805, loss_cls: 1.2253, loss: 1.2253, grad_norm: 5.5967 2021-02-06 04:31:44,857 - mmaction - INFO - Epoch [56][1120/3757] lr: 1.000e-03, eta: 1 day, 20:27:35, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8789, loss_cls: 1.2274, loss: 1.2274, grad_norm: 5.5782 2021-02-06 04:31:53,786 - mmaction - INFO - Epoch [56][1140/3757] lr: 1.000e-03, eta: 1 day, 20:27:03, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8680, loss_cls: 1.2913, loss: 1.2913, grad_norm: 5.7568 2021-02-06 04:32:02,664 - mmaction - INFO - Epoch [56][1160/3757] lr: 1.000e-03, eta: 1 day, 20:26:30, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.2850, loss: 1.2850, grad_norm: 5.5503 2021-02-06 04:32:11,679 - mmaction - INFO - Epoch [56][1180/3757] lr: 1.000e-03, eta: 1 day, 20:25:57, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8547, loss_cls: 1.2847, loss: 1.2847, grad_norm: 5.4548 2021-02-06 04:32:30,698 - mmaction - INFO - Epoch [56][1200/3757] lr: 1.000e-03, eta: 1 day, 20:25:38, time: 0.951, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8797, loss_cls: 1.1904, loss: 1.1904, grad_norm: 5.4715 2021-02-06 04:32:48,361 - mmaction - INFO - Epoch [56][1220/3757] lr: 1.000e-03, eta: 1 day, 20:25:17, time: 0.882, data_time: 0.000, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8547, loss_cls: 1.2634, loss: 1.2634, grad_norm: 5.6213 2021-02-06 04:32:57,208 - mmaction - INFO - Epoch [56][1240/3757] lr: 1.000e-03, eta: 1 day, 20:24:45, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6727, top5_acc: 0.8844, loss_cls: 1.2503, loss: 1.2503, grad_norm: 5.7889 2021-02-06 04:33:06,091 - mmaction - INFO - Epoch [56][1260/3757] lr: 1.000e-03, eta: 1 day, 20:24:12, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8789, loss_cls: 1.2298, loss: 1.2298, grad_norm: 5.6663 2021-02-06 04:33:15,126 - mmaction - INFO - Epoch [56][1280/3757] lr: 1.000e-03, eta: 1 day, 20:23:39, time: 0.452, data_time: 0.011, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8727, loss_cls: 1.2777, loss: 1.2777, grad_norm: 5.5118 2021-02-06 04:33:23,992 - mmaction - INFO - Epoch [56][1300/3757] lr: 1.000e-03, eta: 1 day, 20:23:07, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8594, loss_cls: 1.3335, loss: 1.3335, grad_norm: 5.6541 2021-02-06 04:33:32,892 - mmaction - INFO - Epoch [56][1320/3757] lr: 1.000e-03, eta: 1 day, 20:22:34, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8719, loss_cls: 1.3081, loss: 1.3081, grad_norm: 5.5692 2021-02-06 04:33:41,845 - mmaction - INFO - Epoch [56][1340/3757] lr: 1.000e-03, eta: 1 day, 20:22:02, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2613, loss: 1.2613, grad_norm: 5.7196 2021-02-06 04:33:50,786 - mmaction - INFO - Epoch [56][1360/3757] lr: 1.000e-03, eta: 1 day, 20:21:29, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6766, top5_acc: 0.8703, loss_cls: 1.2849, loss: 1.2849, grad_norm: 5.8119 2021-02-06 04:33:59,767 - mmaction - INFO - Epoch [56][1380/3757] lr: 1.000e-03, eta: 1 day, 20:20:56, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8641, loss_cls: 1.2637, loss: 1.2637, grad_norm: 5.6016 2021-02-06 04:34:08,714 - mmaction - INFO - Epoch [56][1400/3757] lr: 1.000e-03, eta: 1 day, 20:20:24, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8750, loss_cls: 1.2787, loss: 1.2787, grad_norm: 5.7483 2021-02-06 04:34:52,737 - mmaction - INFO - Epoch [56][1420/3757] lr: 1.000e-03, eta: 1 day, 20:20:38, time: 2.202, data_time: 1.479, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2526, loss: 1.2526, grad_norm: 5.4491 2021-02-06 04:35:01,565 - mmaction - INFO - Epoch [56][1440/3757] lr: 1.000e-03, eta: 1 day, 20:20:06, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6641, top5_acc: 0.8586, loss_cls: 1.3379, loss: 1.3379, grad_norm: 5.7342 2021-02-06 04:35:10,348 - mmaction - INFO - Epoch [56][1460/3757] lr: 1.000e-03, eta: 1 day, 20:19:33, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8812, loss_cls: 1.2494, loss: 1.2494, grad_norm: 5.6475 2021-02-06 04:35:19,225 - mmaction - INFO - Epoch [56][1480/3757] lr: 1.000e-03, eta: 1 day, 20:19:00, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8641, loss_cls: 1.3201, loss: 1.3201, grad_norm: 5.7438 2021-02-06 04:35:28,114 - mmaction - INFO - Epoch [56][1500/3757] lr: 1.000e-03, eta: 1 day, 20:18:28, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3064, loss: 1.3064, grad_norm: 5.3338 2021-02-06 04:35:36,943 - mmaction - INFO - Epoch [56][1520/3757] lr: 1.000e-03, eta: 1 day, 20:17:55, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8836, loss_cls: 1.2336, loss: 1.2336, grad_norm: 5.6859 2021-02-06 04:35:45,762 - mmaction - INFO - Epoch [56][1540/3757] lr: 1.000e-03, eta: 1 day, 20:17:22, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8773, loss_cls: 1.2734, loss: 1.2734, grad_norm: 5.6893 2021-02-06 04:35:54,653 - mmaction - INFO - Epoch [56][1560/3757] lr: 1.000e-03, eta: 1 day, 20:16:50, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1996, loss: 1.1996, grad_norm: 5.4398 2021-02-06 04:36:03,535 - mmaction - INFO - Epoch [56][1580/3757] lr: 1.000e-03, eta: 1 day, 20:16:17, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2496, loss: 1.2496, grad_norm: 5.5818 2021-02-06 04:36:12,455 - mmaction - INFO - Epoch [56][1600/3757] lr: 1.000e-03, eta: 1 day, 20:15:45, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.2116, loss: 1.2116, grad_norm: 5.4381 2021-02-06 04:36:21,409 - mmaction - INFO - Epoch [56][1620/3757] lr: 1.000e-03, eta: 1 day, 20:15:12, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8656, loss_cls: 1.2829, loss: 1.2829, grad_norm: 5.5648 2021-02-06 04:36:30,382 - mmaction - INFO - Epoch [56][1640/3757] lr: 1.000e-03, eta: 1 day, 20:14:40, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.3913, loss: 1.3913, grad_norm: 6.0389 2021-02-06 04:36:39,305 - mmaction - INFO - Epoch [56][1660/3757] lr: 1.000e-03, eta: 1 day, 20:14:07, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8555, loss_cls: 1.2601, loss: 1.2601, grad_norm: 5.5644 2021-02-06 04:36:48,190 - mmaction - INFO - Epoch [56][1680/3757] lr: 1.000e-03, eta: 1 day, 20:13:35, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8766, loss_cls: 1.2752, loss: 1.2752, grad_norm: 5.5447 2021-02-06 04:36:57,063 - mmaction - INFO - Epoch [56][1700/3757] lr: 1.000e-03, eta: 1 day, 20:13:02, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8703, loss_cls: 1.2594, loss: 1.2594, grad_norm: 5.6066 2021-02-06 04:37:06,042 - mmaction - INFO - Epoch [56][1720/3757] lr: 1.000e-03, eta: 1 day, 20:12:30, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8703, loss_cls: 1.2706, loss: 1.2706, grad_norm: 5.5556 2021-02-06 04:37:14,999 - mmaction - INFO - Epoch [56][1740/3757] lr: 1.000e-03, eta: 1 day, 20:11:57, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1607, loss: 1.1607, grad_norm: 5.2757 2021-02-06 04:37:23,975 - mmaction - INFO - Epoch [56][1760/3757] lr: 1.000e-03, eta: 1 day, 20:11:25, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8727, loss_cls: 1.2246, loss: 1.2246, grad_norm: 5.6184 2021-02-06 04:37:32,954 - mmaction - INFO - Epoch [56][1780/3757] lr: 1.000e-03, eta: 1 day, 20:10:53, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8867, loss_cls: 1.1462, loss: 1.1462, grad_norm: 5.6883 2021-02-06 04:37:41,866 - mmaction - INFO - Epoch [56][1800/3757] lr: 1.000e-03, eta: 1 day, 20:10:20, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8875, loss_cls: 1.1854, loss: 1.1854, grad_norm: 5.4391 2021-02-06 04:37:50,790 - mmaction - INFO - Epoch [56][1820/3757] lr: 1.000e-03, eta: 1 day, 20:09:48, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6445, top5_acc: 0.8617, loss_cls: 1.3749, loss: 1.3749, grad_norm: 5.8084 2021-02-06 04:37:59,670 - mmaction - INFO - Epoch [56][1840/3757] lr: 1.000e-03, eta: 1 day, 20:09:15, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8836, loss_cls: 1.2780, loss: 1.2780, grad_norm: 5.8192 2021-02-06 04:38:08,609 - mmaction - INFO - Epoch [56][1860/3757] lr: 1.000e-03, eta: 1 day, 20:08:43, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8734, loss_cls: 1.2405, loss: 1.2405, grad_norm: 5.5482 2021-02-06 04:38:17,522 - mmaction - INFO - Epoch [56][1880/3757] lr: 1.000e-03, eta: 1 day, 20:08:10, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8719, loss_cls: 1.1990, loss: 1.1990, grad_norm: 5.4178 2021-02-06 04:38:26,489 - mmaction - INFO - Epoch [56][1900/3757] lr: 1.000e-03, eta: 1 day, 20:07:38, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3390, loss: 1.3390, grad_norm: 5.8586 2021-02-06 04:38:35,379 - mmaction - INFO - Epoch [56][1920/3757] lr: 1.000e-03, eta: 1 day, 20:07:06, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8820, loss_cls: 1.2520, loss: 1.2520, grad_norm: 5.7581 2021-02-06 04:38:44,461 - mmaction - INFO - Epoch [56][1940/3757] lr: 1.000e-03, eta: 1 day, 20:06:33, time: 0.455, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8641, loss_cls: 1.2760, loss: 1.2760, grad_norm: 5.5063 2021-02-06 04:38:53,413 - mmaction - INFO - Epoch [56][1960/3757] lr: 1.000e-03, eta: 1 day, 20:06:01, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8750, loss_cls: 1.2527, loss: 1.2527, grad_norm: 5.7402 2021-02-06 04:39:02,302 - mmaction - INFO - Epoch [56][1980/3757] lr: 1.000e-03, eta: 1 day, 20:05:29, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2493, loss: 1.2493, grad_norm: 5.5207 2021-02-06 04:39:11,132 - mmaction - INFO - Epoch [56][2000/3757] lr: 1.000e-03, eta: 1 day, 20:04:56, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2084, loss: 1.2084, grad_norm: 5.6383 2021-02-06 04:39:20,051 - mmaction - INFO - Epoch [56][2020/3757] lr: 1.000e-03, eta: 1 day, 20:04:24, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8570, loss_cls: 1.3372, loss: 1.3372, grad_norm: 5.9161 2021-02-06 04:39:28,961 - mmaction - INFO - Epoch [56][2040/3757] lr: 1.000e-03, eta: 1 day, 20:03:51, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.2678, loss: 1.2678, grad_norm: 5.7625 2021-02-06 04:39:37,899 - mmaction - INFO - Epoch [56][2060/3757] lr: 1.000e-03, eta: 1 day, 20:03:19, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8766, loss_cls: 1.2206, loss: 1.2206, grad_norm: 5.5598 2021-02-06 04:39:46,829 - mmaction - INFO - Epoch [56][2080/3757] lr: 1.000e-03, eta: 1 day, 20:02:47, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.2676, loss: 1.2676, grad_norm: 5.6685 2021-02-06 04:39:55,755 - mmaction - INFO - Epoch [56][2100/3757] lr: 1.000e-03, eta: 1 day, 20:02:14, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8734, loss_cls: 1.2480, loss: 1.2480, grad_norm: 5.5406 2021-02-06 04:40:04,722 - mmaction - INFO - Epoch [56][2120/3757] lr: 1.000e-03, eta: 1 day, 20:01:42, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8742, loss_cls: 1.2379, loss: 1.2379, grad_norm: 5.5088 2021-02-06 04:40:13,602 - mmaction - INFO - Epoch [56][2140/3757] lr: 1.000e-03, eta: 1 day, 20:01:10, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8766, loss_cls: 1.2260, loss: 1.2260, grad_norm: 5.6115 2021-02-06 04:40:22,487 - mmaction - INFO - Epoch [56][2160/3757] lr: 1.000e-03, eta: 1 day, 20:00:38, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8797, loss_cls: 1.2907, loss: 1.2907, grad_norm: 5.7316 2021-02-06 04:40:31,419 - mmaction - INFO - Epoch [56][2180/3757] lr: 1.000e-03, eta: 1 day, 20:00:05, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.2108, loss: 1.2108, grad_norm: 5.3869 2021-02-06 04:40:40,290 - mmaction - INFO - Epoch [56][2200/3757] lr: 1.000e-03, eta: 1 day, 19:59:33, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8625, loss_cls: 1.3305, loss: 1.3305, grad_norm: 5.9285 2021-02-06 04:40:49,237 - mmaction - INFO - Epoch [56][2220/3757] lr: 1.000e-03, eta: 1 day, 19:59:01, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8570, loss_cls: 1.3336, loss: 1.3336, grad_norm: 5.8114 2021-02-06 04:40:58,228 - mmaction - INFO - Epoch [56][2240/3757] lr: 1.000e-03, eta: 1 day, 19:58:28, time: 0.448, data_time: 0.002, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8766, loss_cls: 1.2493, loss: 1.2493, grad_norm: 5.7125 2021-02-06 04:41:07,197 - mmaction - INFO - Epoch [56][2260/3757] lr: 1.000e-03, eta: 1 day, 19:57:56, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.3305, loss: 1.3305, grad_norm: 5.6204 2021-02-06 04:41:16,046 - mmaction - INFO - Epoch [56][2280/3757] lr: 1.000e-03, eta: 1 day, 19:57:24, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8555, loss_cls: 1.3178, loss: 1.3178, grad_norm: 5.6506 2021-02-06 04:41:24,920 - mmaction - INFO - Epoch [56][2300/3757] lr: 1.000e-03, eta: 1 day, 19:56:52, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8633, loss_cls: 1.2894, loss: 1.2894, grad_norm: 5.6938 2021-02-06 04:41:33,809 - mmaction - INFO - Epoch [56][2320/3757] lr: 1.000e-03, eta: 1 day, 19:56:19, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8852, loss_cls: 1.2218, loss: 1.2218, grad_norm: 5.5300 2021-02-06 04:41:42,663 - mmaction - INFO - Epoch [56][2340/3757] lr: 1.000e-03, eta: 1 day, 19:55:47, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8711, loss_cls: 1.2461, loss: 1.2461, grad_norm: 5.6895 2021-02-06 04:41:51,502 - mmaction - INFO - Epoch [56][2360/3757] lr: 1.000e-03, eta: 1 day, 19:55:15, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2501, loss: 1.2501, grad_norm: 5.8209 2021-02-06 04:42:00,396 - mmaction - INFO - Epoch [56][2380/3757] lr: 1.000e-03, eta: 1 day, 19:54:42, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6766, top5_acc: 0.8750, loss_cls: 1.2595, loss: 1.2595, grad_norm: 5.6994 2021-02-06 04:42:09,273 - mmaction - INFO - Epoch [56][2400/3757] lr: 1.000e-03, eta: 1 day, 19:54:10, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8695, loss_cls: 1.3109, loss: 1.3109, grad_norm: 5.8860 2021-02-06 04:42:18,248 - mmaction - INFO - Epoch [56][2420/3757] lr: 1.000e-03, eta: 1 day, 19:53:38, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8781, loss_cls: 1.2607, loss: 1.2607, grad_norm: 5.6566 2021-02-06 04:42:27,219 - mmaction - INFO - Epoch [56][2440/3757] lr: 1.000e-03, eta: 1 day, 19:53:06, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8742, loss_cls: 1.2285, loss: 1.2285, grad_norm: 5.4917 2021-02-06 04:42:36,114 - mmaction - INFO - Epoch [56][2460/3757] lr: 1.000e-03, eta: 1 day, 19:52:34, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8664, loss_cls: 1.2415, loss: 1.2415, grad_norm: 5.6735 2021-02-06 04:42:45,031 - mmaction - INFO - Epoch [56][2480/3757] lr: 1.000e-03, eta: 1 day, 19:52:01, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6766, top5_acc: 0.8711, loss_cls: 1.3150, loss: 1.3150, grad_norm: 5.7965 2021-02-06 04:42:53,997 - mmaction - INFO - Epoch [56][2500/3757] lr: 1.000e-03, eta: 1 day, 19:51:29, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8914, loss_cls: 1.1634, loss: 1.1634, grad_norm: 5.5174 2021-02-06 04:43:02,916 - mmaction - INFO - Epoch [56][2520/3757] lr: 1.000e-03, eta: 1 day, 19:50:57, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8805, loss_cls: 1.2130, loss: 1.2130, grad_norm: 5.4172 2021-02-06 04:43:11,802 - mmaction - INFO - Epoch [56][2540/3757] lr: 1.000e-03, eta: 1 day, 19:50:25, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8742, loss_cls: 1.3238, loss: 1.3238, grad_norm: 5.9032 2021-02-06 04:43:20,722 - mmaction - INFO - Epoch [56][2560/3757] lr: 1.000e-03, eta: 1 day, 19:49:53, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8633, loss_cls: 1.2805, loss: 1.2805, grad_norm: 5.6514 2021-02-06 04:43:29,661 - mmaction - INFO - Epoch [56][2580/3757] lr: 1.000e-03, eta: 1 day, 19:49:21, time: 0.447, data_time: 0.002, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.2436, loss: 1.2436, grad_norm: 5.6606 2021-02-06 04:43:38,594 - mmaction - INFO - Epoch [56][2600/3757] lr: 1.000e-03, eta: 1 day, 19:48:48, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.1827, loss: 1.1827, grad_norm: 5.3508 2021-02-06 04:43:47,534 - mmaction - INFO - Epoch [56][2620/3757] lr: 1.000e-03, eta: 1 day, 19:48:16, time: 0.447, data_time: 0.002, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.3042, loss: 1.3042, grad_norm: 5.6367 2021-02-06 04:43:56,462 - mmaction - INFO - Epoch [56][2640/3757] lr: 1.000e-03, eta: 1 day, 19:47:44, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6695, top5_acc: 0.8664, loss_cls: 1.3172, loss: 1.3172, grad_norm: 5.7831 2021-02-06 04:44:05,386 - mmaction - INFO - Epoch [56][2660/3757] lr: 1.000e-03, eta: 1 day, 19:47:12, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8609, loss_cls: 1.2763, loss: 1.2763, grad_norm: 5.6396 2021-02-06 04:44:14,310 - mmaction - INFO - Epoch [56][2680/3757] lr: 1.000e-03, eta: 1 day, 19:46:40, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8805, loss_cls: 1.2083, loss: 1.2083, grad_norm: 5.5583 2021-02-06 04:44:23,208 - mmaction - INFO - Epoch [56][2700/3757] lr: 1.000e-03, eta: 1 day, 19:46:08, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8617, loss_cls: 1.2748, loss: 1.2748, grad_norm: 5.8519 2021-02-06 04:44:32,211 - mmaction - INFO - Epoch [56][2720/3757] lr: 1.000e-03, eta: 1 day, 19:45:36, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1838, loss: 1.1838, grad_norm: 5.5044 2021-02-06 04:44:41,138 - mmaction - INFO - Epoch [56][2740/3757] lr: 1.000e-03, eta: 1 day, 19:45:04, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8641, loss_cls: 1.2689, loss: 1.2689, grad_norm: 5.6467 2021-02-06 04:44:50,093 - mmaction - INFO - Epoch [56][2760/3757] lr: 1.000e-03, eta: 1 day, 19:44:32, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8766, loss_cls: 1.2742, loss: 1.2742, grad_norm: 5.6894 2021-02-06 04:44:59,006 - mmaction - INFO - Epoch [56][2780/3757] lr: 1.000e-03, eta: 1 day, 19:44:00, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8664, loss_cls: 1.3188, loss: 1.3188, grad_norm: 5.8038 2021-02-06 04:45:07,891 - mmaction - INFO - Epoch [56][2800/3757] lr: 1.000e-03, eta: 1 day, 19:43:28, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8781, loss_cls: 1.2468, loss: 1.2468, grad_norm: 5.6620 2021-02-06 04:45:16,923 - mmaction - INFO - Epoch [56][2820/3757] lr: 1.000e-03, eta: 1 day, 19:42:56, time: 0.452, data_time: 0.002, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8812, loss_cls: 1.2277, loss: 1.2277, grad_norm: 5.6665 2021-02-06 04:45:25,901 - mmaction - INFO - Epoch [56][2840/3757] lr: 1.000e-03, eta: 1 day, 19:42:24, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8664, loss_cls: 1.2660, loss: 1.2660, grad_norm: 5.5469 2021-02-06 04:45:34,858 - mmaction - INFO - Epoch [56][2860/3757] lr: 1.000e-03, eta: 1 day, 19:41:52, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6617, top5_acc: 0.8406, loss_cls: 1.4089, loss: 1.4089, grad_norm: 6.0494 2021-02-06 04:45:43,845 - mmaction - INFO - Epoch [56][2880/3757] lr: 1.000e-03, eta: 1 day, 19:41:20, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8727, loss_cls: 1.2170, loss: 1.2170, grad_norm: 5.4631 2021-02-06 04:45:52,833 - mmaction - INFO - Epoch [56][2900/3757] lr: 1.000e-03, eta: 1 day, 19:40:48, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.2144, loss: 1.2144, grad_norm: 5.5210 2021-02-06 04:46:01,718 - mmaction - INFO - Epoch [56][2920/3757] lr: 1.000e-03, eta: 1 day, 19:40:16, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2157, loss: 1.2157, grad_norm: 5.6613 2021-02-06 04:46:10,640 - mmaction - INFO - Epoch [56][2940/3757] lr: 1.000e-03, eta: 1 day, 19:39:44, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8711, loss_cls: 1.2634, loss: 1.2634, grad_norm: 5.6299 2021-02-06 04:46:19,608 - mmaction - INFO - Epoch [56][2960/3757] lr: 1.000e-03, eta: 1 day, 19:39:12, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.2336, loss: 1.2336, grad_norm: 5.5845 2021-02-06 04:46:28,589 - mmaction - INFO - Epoch [56][2980/3757] lr: 1.000e-03, eta: 1 day, 19:38:40, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8516, loss_cls: 1.3138, loss: 1.3138, grad_norm: 5.7206 2021-02-06 04:46:37,512 - mmaction - INFO - Epoch [56][3000/3757] lr: 1.000e-03, eta: 1 day, 19:38:08, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8773, loss_cls: 1.1961, loss: 1.1961, grad_norm: 5.5529 2021-02-06 04:46:46,440 - mmaction - INFO - Epoch [56][3020/3757] lr: 1.000e-03, eta: 1 day, 19:37:36, time: 0.447, data_time: 0.002, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.2499, loss: 1.2499, grad_norm: 5.7233 2021-02-06 04:46:55,416 - mmaction - INFO - Epoch [56][3040/3757] lr: 1.000e-03, eta: 1 day, 19:37:04, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8672, loss_cls: 1.2890, loss: 1.2890, grad_norm: 5.7814 2021-02-06 04:47:04,336 - mmaction - INFO - Epoch [56][3060/3757] lr: 1.000e-03, eta: 1 day, 19:36:32, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8805, loss_cls: 1.1881, loss: 1.1881, grad_norm: 5.6409 2021-02-06 04:47:13,267 - mmaction - INFO - Epoch [56][3080/3757] lr: 1.000e-03, eta: 1 day, 19:36:00, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8758, loss_cls: 1.2945, loss: 1.2945, grad_norm: 5.7735 2021-02-06 04:47:22,164 - mmaction - INFO - Epoch [56][3100/3757] lr: 1.000e-03, eta: 1 day, 19:35:28, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6750, top5_acc: 0.8617, loss_cls: 1.3431, loss: 1.3431, grad_norm: 5.8984 2021-02-06 04:47:31,118 - mmaction - INFO - Epoch [56][3120/3757] lr: 1.000e-03, eta: 1 day, 19:34:56, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8797, loss_cls: 1.2199, loss: 1.2199, grad_norm: 5.6962 2021-02-06 04:47:39,977 - mmaction - INFO - Epoch [56][3140/3757] lr: 1.000e-03, eta: 1 day, 19:34:24, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8797, loss_cls: 1.2352, loss: 1.2352, grad_norm: 5.5483 2021-02-06 04:47:48,849 - mmaction - INFO - Epoch [56][3160/3757] lr: 1.000e-03, eta: 1 day, 19:33:52, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8789, loss_cls: 1.2454, loss: 1.2454, grad_norm: 5.6025 2021-02-06 04:47:57,776 - mmaction - INFO - Epoch [56][3180/3757] lr: 1.000e-03, eta: 1 day, 19:33:20, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6703, top5_acc: 0.8648, loss_cls: 1.3169, loss: 1.3169, grad_norm: 5.7167 2021-02-06 04:48:06,680 - mmaction - INFO - Epoch [56][3200/3757] lr: 1.000e-03, eta: 1 day, 19:32:48, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.2972, loss: 1.2972, grad_norm: 5.6759 2021-02-06 04:48:15,592 - mmaction - INFO - Epoch [56][3220/3757] lr: 1.000e-03, eta: 1 day, 19:32:16, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8875, loss_cls: 1.1720, loss: 1.1720, grad_norm: 5.5448 2021-02-06 04:48:24,533 - mmaction - INFO - Epoch [56][3240/3757] lr: 1.000e-03, eta: 1 day, 19:31:44, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8875, loss_cls: 1.1917, loss: 1.1917, grad_norm: 5.4842 2021-02-06 04:48:33,499 - mmaction - INFO - Epoch [56][3260/3757] lr: 1.000e-03, eta: 1 day, 19:31:12, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8648, loss_cls: 1.2660, loss: 1.2660, grad_norm: 5.7707 2021-02-06 04:48:46,971 - mmaction - INFO - Epoch [56][3280/3757] lr: 1.000e-03, eta: 1 day, 19:30:46, time: 0.673, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.1866, loss: 1.1866, grad_norm: 5.4031 2021-02-06 04:49:24,933 - mmaction - INFO - Epoch [56][3300/3757] lr: 1.000e-03, eta: 1 day, 19:30:52, time: 1.899, data_time: 1.442, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8695, loss_cls: 1.2665, loss: 1.2665, grad_norm: 5.8236 2021-02-06 04:50:02,309 - mmaction - INFO - Epoch [56][3320/3757] lr: 1.000e-03, eta: 1 day, 19:30:58, time: 1.869, data_time: 0.000, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8562, loss_cls: 1.3235, loss: 1.3235, grad_norm: 5.6673 2021-02-06 04:50:37,470 - mmaction - INFO - Epoch [56][3340/3757] lr: 1.000e-03, eta: 1 day, 19:31:00, time: 1.758, data_time: 0.000, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8812, loss_cls: 1.2240, loss: 1.2240, grad_norm: 5.6628 2021-02-06 04:50:46,282 - mmaction - INFO - Epoch [56][3360/3757] lr: 1.000e-03, eta: 1 day, 19:30:28, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8672, loss_cls: 1.3217, loss: 1.3217, grad_norm: 5.9674 2021-02-06 04:50:55,043 - mmaction - INFO - Epoch [56][3380/3757] lr: 1.000e-03, eta: 1 day, 19:29:56, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8789, loss_cls: 1.1965, loss: 1.1965, grad_norm: 5.6738 2021-02-06 04:51:03,859 - mmaction - INFO - Epoch [56][3400/3757] lr: 1.000e-03, eta: 1 day, 19:29:24, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8766, loss_cls: 1.1974, loss: 1.1974, grad_norm: 5.5422 2021-02-06 04:51:12,716 - mmaction - INFO - Epoch [56][3420/3757] lr: 1.000e-03, eta: 1 day, 19:28:52, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2606, loss: 1.2606, grad_norm: 5.5969 2021-02-06 04:51:21,531 - mmaction - INFO - Epoch [56][3440/3757] lr: 1.000e-03, eta: 1 day, 19:28:20, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8578, loss_cls: 1.3018, loss: 1.3018, grad_norm: 5.7702 2021-02-06 04:51:30,406 - mmaction - INFO - Epoch [56][3460/3757] lr: 1.000e-03, eta: 1 day, 19:27:48, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2974, loss: 1.2974, grad_norm: 5.6054 2021-02-06 04:51:39,288 - mmaction - INFO - Epoch [56][3480/3757] lr: 1.000e-03, eta: 1 day, 19:27:16, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2747, loss: 1.2747, grad_norm: 5.7867 2021-02-06 04:51:48,152 - mmaction - INFO - Epoch [56][3500/3757] lr: 1.000e-03, eta: 1 day, 19:26:44, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6750, top5_acc: 0.8734, loss_cls: 1.2735, loss: 1.2735, grad_norm: 5.7184 2021-02-06 04:51:57,037 - mmaction - INFO - Epoch [56][3520/3757] lr: 1.000e-03, eta: 1 day, 19:26:12, time: 0.444, data_time: 0.002, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8719, loss_cls: 1.2431, loss: 1.2431, grad_norm: 5.6372 2021-02-06 04:52:06,018 - mmaction - INFO - Epoch [56][3540/3757] lr: 1.000e-03, eta: 1 day, 19:25:40, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8883, loss_cls: 1.1830, loss: 1.1830, grad_norm: 5.4509 2021-02-06 04:52:14,896 - mmaction - INFO - Epoch [56][3560/3757] lr: 1.000e-03, eta: 1 day, 19:25:08, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8875, loss_cls: 1.1953, loss: 1.1953, grad_norm: 5.6401 2021-02-06 04:52:23,867 - mmaction - INFO - Epoch [56][3580/3757] lr: 1.000e-03, eta: 1 day, 19:24:37, time: 0.448, data_time: 0.005, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8773, loss_cls: 1.2643, loss: 1.2643, grad_norm: 5.5530 2021-02-06 04:52:32,788 - mmaction - INFO - Epoch [56][3600/3757] lr: 1.000e-03, eta: 1 day, 19:24:05, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8703, loss_cls: 1.2377, loss: 1.2377, grad_norm: 5.6746 2021-02-06 04:52:41,701 - mmaction - INFO - Epoch [56][3620/3757] lr: 1.000e-03, eta: 1 day, 19:23:33, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8688, loss_cls: 1.3213, loss: 1.3213, grad_norm: 5.8439 2021-02-06 04:52:50,646 - mmaction - INFO - Epoch [56][3640/3757] lr: 1.000e-03, eta: 1 day, 19:23:01, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8594, loss_cls: 1.3333, loss: 1.3333, grad_norm: 5.8155 2021-02-06 04:52:59,512 - mmaction - INFO - Epoch [56][3660/3757] lr: 1.000e-03, eta: 1 day, 19:22:29, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8695, loss_cls: 1.2342, loss: 1.2342, grad_norm: 5.6476 2021-02-06 04:53:08,486 - mmaction - INFO - Epoch [56][3680/3757] lr: 1.000e-03, eta: 1 day, 19:21:58, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8664, loss_cls: 1.2480, loss: 1.2480, grad_norm: 5.5713 2021-02-06 04:53:17,390 - mmaction - INFO - Epoch [56][3700/3757] lr: 1.000e-03, eta: 1 day, 19:21:26, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8750, loss_cls: 1.2129, loss: 1.2129, grad_norm: 5.5755 2021-02-06 04:53:26,350 - mmaction - INFO - Epoch [56][3720/3757] lr: 1.000e-03, eta: 1 day, 19:20:54, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.2090, loss: 1.2090, grad_norm: 5.5689 2021-02-06 04:53:35,275 - mmaction - INFO - Epoch [56][3740/3757] lr: 1.000e-03, eta: 1 day, 19:20:22, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8664, loss_cls: 1.2872, loss: 1.2872, grad_norm: 5.7404 2021-02-06 04:53:43,395 - mmaction - INFO - Saving checkpoint at 56 epochs 2021-02-06 04:54:10,059 - mmaction - INFO - Epoch [57][20/3757] lr: 1.000e-03, eta: 1 day, 19:19:35, time: 1.278, data_time: 0.830, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.2161, loss: 1.2161, grad_norm: 5.5917 2021-02-06 04:54:18,935 - mmaction - INFO - Epoch [57][40/3757] lr: 1.000e-03, eta: 1 day, 19:19:04, time: 0.444, data_time: 0.002, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.2484, loss: 1.2484, grad_norm: 5.6002 2021-02-06 04:54:27,786 - mmaction - INFO - Epoch [57][60/3757] lr: 1.000e-03, eta: 1 day, 19:18:32, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.1487, loss: 1.1487, grad_norm: 5.3410 2021-02-06 04:54:36,693 - mmaction - INFO - Epoch [57][80/3757] lr: 1.000e-03, eta: 1 day, 19:18:00, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2620, loss: 1.2620, grad_norm: 5.6012 2021-02-06 04:54:45,572 - mmaction - INFO - Epoch [57][100/3757] lr: 1.000e-03, eta: 1 day, 19:17:28, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1849, loss: 1.1849, grad_norm: 5.5696 2021-02-06 04:54:54,510 - mmaction - INFO - Epoch [57][120/3757] lr: 1.000e-03, eta: 1 day, 19:16:57, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8805, loss_cls: 1.1714, loss: 1.1714, grad_norm: 5.4989 2021-02-06 04:55:03,465 - mmaction - INFO - Epoch [57][140/3757] lr: 1.000e-03, eta: 1 day, 19:16:25, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8586, loss_cls: 1.3334, loss: 1.3334, grad_norm: 5.9577 2021-02-06 04:55:12,389 - mmaction - INFO - Epoch [57][160/3757] lr: 1.000e-03, eta: 1 day, 19:15:53, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8672, loss_cls: 1.2720, loss: 1.2720, grad_norm: 5.6024 2021-02-06 04:55:21,272 - mmaction - INFO - Epoch [57][180/3757] lr: 1.000e-03, eta: 1 day, 19:15:21, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8594, loss_cls: 1.3070, loss: 1.3070, grad_norm: 5.5946 2021-02-06 04:55:30,155 - mmaction - INFO - Epoch [57][200/3757] lr: 1.000e-03, eta: 1 day, 19:14:50, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8656, loss_cls: 1.2839, loss: 1.2839, grad_norm: 5.6703 2021-02-06 04:55:39,090 - mmaction - INFO - Epoch [57][220/3757] lr: 1.000e-03, eta: 1 day, 19:14:18, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2218, loss: 1.2218, grad_norm: 5.7019 2021-02-06 04:55:47,993 - mmaction - INFO - Epoch [57][240/3757] lr: 1.000e-03, eta: 1 day, 19:13:46, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8781, loss_cls: 1.2029, loss: 1.2029, grad_norm: 5.4560 2021-02-06 04:55:56,917 - mmaction - INFO - Epoch [57][260/3757] lr: 1.000e-03, eta: 1 day, 19:13:15, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8906, loss_cls: 1.2253, loss: 1.2253, grad_norm: 5.6357 2021-02-06 04:56:05,889 - mmaction - INFO - Epoch [57][280/3757] lr: 1.000e-03, eta: 1 day, 19:12:43, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8766, loss_cls: 1.2129, loss: 1.2129, grad_norm: 5.4844 2021-02-06 04:56:14,737 - mmaction - INFO - Epoch [57][300/3757] lr: 1.000e-03, eta: 1 day, 19:12:11, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8633, loss_cls: 1.2510, loss: 1.2510, grad_norm: 5.5865 2021-02-06 04:56:23,675 - mmaction - INFO - Epoch [57][320/3757] lr: 1.000e-03, eta: 1 day, 19:11:40, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8711, loss_cls: 1.2875, loss: 1.2875, grad_norm: 5.6516 2021-02-06 04:56:32,584 - mmaction - INFO - Epoch [57][340/3757] lr: 1.000e-03, eta: 1 day, 19:11:08, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.3884, loss: 1.3884, grad_norm: 5.8251 2021-02-06 04:56:41,562 - mmaction - INFO - Epoch [57][360/3757] lr: 1.000e-03, eta: 1 day, 19:10:36, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2390, loss: 1.2390, grad_norm: 5.6537 2021-02-06 04:56:50,473 - mmaction - INFO - Epoch [57][380/3757] lr: 1.000e-03, eta: 1 day, 19:10:05, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.1802, loss: 1.1802, grad_norm: 5.6483 2021-02-06 04:56:59,398 - mmaction - INFO - Epoch [57][400/3757] lr: 1.000e-03, eta: 1 day, 19:09:33, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8758, loss_cls: 1.1758, loss: 1.1758, grad_norm: 5.4660 2021-02-06 04:57:08,374 - mmaction - INFO - Epoch [57][420/3757] lr: 1.000e-03, eta: 1 day, 19:09:02, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8594, loss_cls: 1.2892, loss: 1.2892, grad_norm: 5.6641 2021-02-06 04:57:17,308 - mmaction - INFO - Epoch [57][440/3757] lr: 1.000e-03, eta: 1 day, 19:08:30, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.2085, loss: 1.2085, grad_norm: 5.4111 2021-02-06 04:57:26,276 - mmaction - INFO - Epoch [57][460/3757] lr: 1.000e-03, eta: 1 day, 19:07:59, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.2981, loss: 1.2981, grad_norm: 5.7068 2021-02-06 04:57:35,269 - mmaction - INFO - Epoch [57][480/3757] lr: 1.000e-03, eta: 1 day, 19:07:27, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8922, loss_cls: 1.1989, loss: 1.1989, grad_norm: 5.4689 2021-02-06 04:57:44,194 - mmaction - INFO - Epoch [57][500/3757] lr: 1.000e-03, eta: 1 day, 19:06:55, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8773, loss_cls: 1.2432, loss: 1.2432, grad_norm: 5.8991 2021-02-06 04:57:53,125 - mmaction - INFO - Epoch [57][520/3757] lr: 1.000e-03, eta: 1 day, 19:06:24, time: 0.448, data_time: 0.002, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.2712, loss: 1.2712, grad_norm: 5.7722 2021-02-06 04:58:01,988 - mmaction - INFO - Epoch [57][540/3757] lr: 1.000e-03, eta: 1 day, 19:05:52, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2563, loss: 1.2563, grad_norm: 5.6444 2021-02-06 04:58:10,865 - mmaction - INFO - Epoch [57][560/3757] lr: 1.000e-03, eta: 1 day, 19:05:21, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8719, loss_cls: 1.2506, loss: 1.2506, grad_norm: 5.6331 2021-02-06 04:58:19,748 - mmaction - INFO - Epoch [57][580/3757] lr: 1.000e-03, eta: 1 day, 19:04:49, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8797, loss_cls: 1.2510, loss: 1.2510, grad_norm: 5.8368 2021-02-06 04:58:28,711 - mmaction - INFO - Epoch [57][600/3757] lr: 1.000e-03, eta: 1 day, 19:04:18, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8828, loss_cls: 1.2029, loss: 1.2029, grad_norm: 5.4959 2021-02-06 04:58:37,563 - mmaction - INFO - Epoch [57][620/3757] lr: 1.000e-03, eta: 1 day, 19:03:46, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2305, loss: 1.2305, grad_norm: 5.4093 2021-02-06 04:58:46,529 - mmaction - INFO - Epoch [57][640/3757] lr: 1.000e-03, eta: 1 day, 19:03:14, time: 0.448, data_time: 0.004, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8641, loss_cls: 1.2696, loss: 1.2696, grad_norm: 5.5756 2021-02-06 04:58:55,422 - mmaction - INFO - Epoch [57][660/3757] lr: 1.000e-03, eta: 1 day, 19:02:43, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2337, loss: 1.2337, grad_norm: 5.4605 2021-02-06 04:59:04,280 - mmaction - INFO - Epoch [57][680/3757] lr: 1.000e-03, eta: 1 day, 19:02:11, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8805, loss_cls: 1.2486, loss: 1.2486, grad_norm: 5.7193 2021-02-06 04:59:13,113 - mmaction - INFO - Epoch [57][700/3757] lr: 1.000e-03, eta: 1 day, 19:01:40, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.1887, loss: 1.1887, grad_norm: 5.4772 2021-02-06 04:59:22,005 - mmaction - INFO - Epoch [57][720/3757] lr: 1.000e-03, eta: 1 day, 19:01:08, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8703, loss_cls: 1.2279, loss: 1.2279, grad_norm: 5.5808 2021-02-06 04:59:30,987 - mmaction - INFO - Epoch [57][740/3757] lr: 1.000e-03, eta: 1 day, 19:00:37, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8641, loss_cls: 1.2930, loss: 1.2930, grad_norm: 5.7101 2021-02-06 04:59:39,925 - mmaction - INFO - Epoch [57][760/3757] lr: 1.000e-03, eta: 1 day, 19:00:05, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8930, loss_cls: 1.1655, loss: 1.1655, grad_norm: 5.4649 2021-02-06 04:59:48,833 - mmaction - INFO - Epoch [57][780/3757] lr: 1.000e-03, eta: 1 day, 18:59:34, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8773, loss_cls: 1.2222, loss: 1.2222, grad_norm: 5.4039 2021-02-06 04:59:57,771 - mmaction - INFO - Epoch [57][800/3757] lr: 1.000e-03, eta: 1 day, 18:59:02, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8648, loss_cls: 1.2710, loss: 1.2710, grad_norm: 5.7849 2021-02-06 05:00:06,752 - mmaction - INFO - Epoch [57][820/3757] lr: 1.000e-03, eta: 1 day, 18:58:31, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3394, loss: 1.3394, grad_norm: 5.8844 2021-02-06 05:00:15,655 - mmaction - INFO - Epoch [57][840/3757] lr: 1.000e-03, eta: 1 day, 18:57:59, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8727, loss_cls: 1.2574, loss: 1.2574, grad_norm: 5.8524 2021-02-06 05:00:24,710 - mmaction - INFO - Epoch [57][860/3757] lr: 1.000e-03, eta: 1 day, 18:57:28, time: 0.452, data_time: 0.000, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.2874, loss: 1.2874, grad_norm: 5.7494 2021-02-06 05:00:33,573 - mmaction - INFO - Epoch [57][880/3757] lr: 1.000e-03, eta: 1 day, 18:56:57, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8836, loss_cls: 1.2230, loss: 1.2230, grad_norm: 5.6305 2021-02-06 05:00:42,492 - mmaction - INFO - Epoch [57][900/3757] lr: 1.000e-03, eta: 1 day, 18:56:25, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8844, loss_cls: 1.1606, loss: 1.1606, grad_norm: 5.3948 2021-02-06 05:00:51,391 - mmaction - INFO - Epoch [57][920/3757] lr: 1.000e-03, eta: 1 day, 18:55:54, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.2182, loss: 1.2182, grad_norm: 5.6227 2021-02-06 05:01:00,307 - mmaction - INFO - Epoch [57][940/3757] lr: 1.000e-03, eta: 1 day, 18:55:22, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.2858, loss: 1.2858, grad_norm: 5.8308 2021-02-06 05:01:09,180 - mmaction - INFO - Epoch [57][960/3757] lr: 1.000e-03, eta: 1 day, 18:54:51, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2556, loss: 1.2556, grad_norm: 5.6227 2021-02-06 05:01:18,085 - mmaction - INFO - Epoch [57][980/3757] lr: 1.000e-03, eta: 1 day, 18:54:19, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8727, loss_cls: 1.2611, loss: 1.2611, grad_norm: 5.5244 2021-02-06 05:01:27,101 - mmaction - INFO - Epoch [57][1000/3757] lr: 1.000e-03, eta: 1 day, 18:53:48, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8711, loss_cls: 1.2601, loss: 1.2601, grad_norm: 5.5467 2021-02-06 05:01:36,023 - mmaction - INFO - Epoch [57][1020/3757] lr: 1.000e-03, eta: 1 day, 18:53:17, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8664, loss_cls: 1.2668, loss: 1.2668, grad_norm: 5.6967 2021-02-06 05:01:44,993 - mmaction - INFO - Epoch [57][1040/3757] lr: 1.000e-03, eta: 1 day, 18:52:45, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.2367, loss: 1.2367, grad_norm: 5.6774 2021-02-06 05:01:53,940 - mmaction - INFO - Epoch [57][1060/3757] lr: 1.000e-03, eta: 1 day, 18:52:14, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8625, loss_cls: 1.3039, loss: 1.3039, grad_norm: 5.8556 2021-02-06 05:02:02,896 - mmaction - INFO - Epoch [57][1080/3757] lr: 1.000e-03, eta: 1 day, 18:51:43, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8898, loss_cls: 1.1759, loss: 1.1759, grad_norm: 5.6083 2021-02-06 05:02:11,809 - mmaction - INFO - Epoch [57][1100/3757] lr: 1.000e-03, eta: 1 day, 18:51:11, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.2620, loss: 1.2620, grad_norm: 5.6214 2021-02-06 05:02:20,747 - mmaction - INFO - Epoch [57][1120/3757] lr: 1.000e-03, eta: 1 day, 18:50:40, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8773, loss_cls: 1.2392, loss: 1.2392, grad_norm: 5.8492 2021-02-06 05:03:19,343 - mmaction - INFO - Epoch [57][1140/3757] lr: 1.000e-03, eta: 1 day, 18:51:12, time: 2.929, data_time: 2.481, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.1773, loss: 1.1773, grad_norm: 5.6810 2021-02-06 05:03:28,237 - mmaction - INFO - Epoch [57][1160/3757] lr: 1.000e-03, eta: 1 day, 18:50:40, time: 0.445, data_time: 0.006, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2720, loss: 1.2720, grad_norm: 5.6977 2021-02-06 05:03:37,121 - mmaction - INFO - Epoch [57][1180/3757] lr: 1.000e-03, eta: 1 day, 18:50:09, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8773, loss_cls: 1.2853, loss: 1.2853, grad_norm: 5.9370 2021-02-06 05:03:46,050 - mmaction - INFO - Epoch [57][1200/3757] lr: 1.000e-03, eta: 1 day, 18:49:38, time: 0.447, data_time: 0.002, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8711, loss_cls: 1.2391, loss: 1.2391, grad_norm: 5.6148 2021-02-06 05:03:54,925 - mmaction - INFO - Epoch [57][1220/3757] lr: 1.000e-03, eta: 1 day, 18:49:06, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8648, loss_cls: 1.3116, loss: 1.3116, grad_norm: 5.6761 2021-02-06 05:04:03,835 - mmaction - INFO - Epoch [57][1240/3757] lr: 1.000e-03, eta: 1 day, 18:48:35, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2772, loss: 1.2772, grad_norm: 5.6639 2021-02-06 05:04:12,674 - mmaction - INFO - Epoch [57][1260/3757] lr: 1.000e-03, eta: 1 day, 18:48:04, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8773, loss_cls: 1.2910, loss: 1.2910, grad_norm: 6.0359 2021-02-06 05:04:44,758 - mmaction - INFO - Epoch [57][1280/3757] lr: 1.000e-03, eta: 1 day, 18:48:02, time: 1.604, data_time: 0.157, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.2386, loss: 1.2386, grad_norm: 5.6204 2021-02-06 05:04:53,562 - mmaction - INFO - Epoch [57][1300/3757] lr: 1.000e-03, eta: 1 day, 18:47:30, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.2148, loss: 1.2148, grad_norm: 5.6045 2021-02-06 05:05:02,414 - mmaction - INFO - Epoch [57][1320/3757] lr: 1.000e-03, eta: 1 day, 18:46:59, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8727, loss_cls: 1.2494, loss: 1.2494, grad_norm: 5.8135 2021-02-06 05:05:11,320 - mmaction - INFO - Epoch [57][1340/3757] lr: 1.000e-03, eta: 1 day, 18:46:27, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8773, loss_cls: 1.1990, loss: 1.1990, grad_norm: 5.4930 2021-02-06 05:05:20,159 - mmaction - INFO - Epoch [57][1360/3757] lr: 1.000e-03, eta: 1 day, 18:45:56, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8758, loss_cls: 1.2716, loss: 1.2716, grad_norm: 5.6222 2021-02-06 05:05:28,995 - mmaction - INFO - Epoch [57][1380/3757] lr: 1.000e-03, eta: 1 day, 18:45:25, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8727, loss_cls: 1.2491, loss: 1.2491, grad_norm: 5.6148 2021-02-06 05:05:55,878 - mmaction - INFO - Epoch [57][1400/3757] lr: 1.000e-03, eta: 1 day, 18:45:16, time: 1.344, data_time: 0.897, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1969, loss: 1.1969, grad_norm: 5.6166 2021-02-06 05:06:04,684 - mmaction - INFO - Epoch [57][1420/3757] lr: 1.000e-03, eta: 1 day, 18:44:45, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6750, top5_acc: 0.8680, loss_cls: 1.3222, loss: 1.3222, grad_norm: 5.8393 2021-02-06 05:07:02,846 - mmaction - INFO - Epoch [57][1440/3757] lr: 1.000e-03, eta: 1 day, 18:45:16, time: 2.908, data_time: 2.440, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8773, loss_cls: 1.1970, loss: 1.1970, grad_norm: 5.5508 2021-02-06 05:07:11,705 - mmaction - INFO - Epoch [57][1460/3757] lr: 1.000e-03, eta: 1 day, 18:44:44, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8727, loss_cls: 1.2412, loss: 1.2412, grad_norm: 5.5229 2021-02-06 05:07:21,073 - mmaction - INFO - Epoch [57][1480/3757] lr: 1.000e-03, eta: 1 day, 18:44:14, time: 0.469, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8766, loss_cls: 1.2464, loss: 1.2464, grad_norm: 5.7248 2021-02-06 05:07:45,924 - mmaction - INFO - Epoch [57][1500/3757] lr: 1.000e-03, eta: 1 day, 18:44:03, time: 1.242, data_time: 0.548, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2310, loss: 1.2310, grad_norm: 5.5083 2021-02-06 05:07:54,742 - mmaction - INFO - Epoch [57][1520/3757] lr: 1.000e-03, eta: 1 day, 18:43:31, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8680, loss_cls: 1.2230, loss: 1.2230, grad_norm: 5.5752 2021-02-06 05:08:03,534 - mmaction - INFO - Epoch [57][1540/3757] lr: 1.000e-03, eta: 1 day, 18:43:00, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8867, loss_cls: 1.1961, loss: 1.1961, grad_norm: 5.7655 2021-02-06 05:08:12,400 - mmaction - INFO - Epoch [57][1560/3757] lr: 1.000e-03, eta: 1 day, 18:42:28, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8703, loss_cls: 1.3451, loss: 1.3451, grad_norm: 5.9432 2021-02-06 05:08:21,343 - mmaction - INFO - Epoch [57][1580/3757] lr: 1.000e-03, eta: 1 day, 18:41:57, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8641, loss_cls: 1.2299, loss: 1.2299, grad_norm: 5.5972 2021-02-06 05:08:30,188 - mmaction - INFO - Epoch [57][1600/3757] lr: 1.000e-03, eta: 1 day, 18:41:26, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8820, loss_cls: 1.1654, loss: 1.1654, grad_norm: 5.6269 2021-02-06 05:08:39,047 - mmaction - INFO - Epoch [57][1620/3757] lr: 1.000e-03, eta: 1 day, 18:40:55, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2475, loss: 1.2475, grad_norm: 5.8021 2021-02-06 05:08:47,964 - mmaction - INFO - Epoch [57][1640/3757] lr: 1.000e-03, eta: 1 day, 18:40:23, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8812, loss_cls: 1.2492, loss: 1.2492, grad_norm: 5.7604 2021-02-06 05:08:56,877 - mmaction - INFO - Epoch [57][1660/3757] lr: 1.000e-03, eta: 1 day, 18:39:52, time: 0.446, data_time: 0.005, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.2736, loss: 1.2736, grad_norm: 5.7584 2021-02-06 05:09:17,167 - mmaction - INFO - Epoch [57][1680/3757] lr: 1.000e-03, eta: 1 day, 18:39:35, time: 1.015, data_time: 0.001, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8625, loss_cls: 1.3144, loss: 1.3144, grad_norm: 5.7031 2021-02-06 05:09:26,050 - mmaction - INFO - Epoch [57][1700/3757] lr: 1.000e-03, eta: 1 day, 18:39:04, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8609, loss_cls: 1.3095, loss: 1.3095, grad_norm: 5.7748 2021-02-06 05:09:34,906 - mmaction - INFO - Epoch [57][1720/3757] lr: 1.000e-03, eta: 1 day, 18:38:33, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6664, top5_acc: 0.8594, loss_cls: 1.3538, loss: 1.3538, grad_norm: 6.0055 2021-02-06 05:09:43,859 - mmaction - INFO - Epoch [57][1740/3757] lr: 1.000e-03, eta: 1 day, 18:38:01, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.1859, loss: 1.1859, grad_norm: 5.4321 2021-02-06 05:09:52,769 - mmaction - INFO - Epoch [57][1760/3757] lr: 1.000e-03, eta: 1 day, 18:37:30, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6781, top5_acc: 0.8711, loss_cls: 1.3301, loss: 1.3301, grad_norm: 5.8583 2021-02-06 05:10:01,635 - mmaction - INFO - Epoch [57][1780/3757] lr: 1.000e-03, eta: 1 day, 18:36:59, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.2737, loss: 1.2737, grad_norm: 5.8181 2021-02-06 05:10:10,479 - mmaction - INFO - Epoch [57][1800/3757] lr: 1.000e-03, eta: 1 day, 18:36:28, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1639, loss: 1.1639, grad_norm: 5.6090 2021-02-06 05:10:31,507 - mmaction - INFO - Epoch [57][1820/3757] lr: 1.000e-03, eta: 1 day, 18:36:12, time: 1.052, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8664, loss_cls: 1.2552, loss: 1.2552, grad_norm: 5.7371 2021-02-06 05:10:58,073 - mmaction - INFO - Epoch [57][1840/3757] lr: 1.000e-03, eta: 1 day, 18:36:03, time: 1.328, data_time: 0.839, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8844, loss_cls: 1.2385, loss: 1.2385, grad_norm: 5.7732 2021-02-06 05:11:06,884 - mmaction - INFO - Epoch [57][1860/3757] lr: 1.000e-03, eta: 1 day, 18:35:32, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.2987, loss: 1.2987, grad_norm: 5.7260 2021-02-06 05:11:15,696 - mmaction - INFO - Epoch [57][1880/3757] lr: 1.000e-03, eta: 1 day, 18:35:00, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8656, loss_cls: 1.2573, loss: 1.2573, grad_norm: 5.7151 2021-02-06 05:11:24,512 - mmaction - INFO - Epoch [57][1900/3757] lr: 1.000e-03, eta: 1 day, 18:34:29, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8859, loss_cls: 1.1830, loss: 1.1830, grad_norm: 5.3912 2021-02-06 05:11:33,366 - mmaction - INFO - Epoch [57][1920/3757] lr: 1.000e-03, eta: 1 day, 18:33:58, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8664, loss_cls: 1.2229, loss: 1.2229, grad_norm: 5.5963 2021-02-06 05:11:42,239 - mmaction - INFO - Epoch [57][1940/3757] lr: 1.000e-03, eta: 1 day, 18:33:27, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2231, loss: 1.2231, grad_norm: 5.6793 2021-02-06 05:11:51,130 - mmaction - INFO - Epoch [57][1960/3757] lr: 1.000e-03, eta: 1 day, 18:32:55, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8812, loss_cls: 1.2409, loss: 1.2409, grad_norm: 5.5345 2021-02-06 05:12:00,004 - mmaction - INFO - Epoch [57][1980/3757] lr: 1.000e-03, eta: 1 day, 18:32:24, time: 0.443, data_time: 0.002, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8664, loss_cls: 1.2644, loss: 1.2644, grad_norm: 5.5473 2021-02-06 05:12:08,879 - mmaction - INFO - Epoch [57][2000/3757] lr: 1.000e-03, eta: 1 day, 18:31:53, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8758, loss_cls: 1.1994, loss: 1.1994, grad_norm: 5.5723 2021-02-06 05:12:17,815 - mmaction - INFO - Epoch [57][2020/3757] lr: 1.000e-03, eta: 1 day, 18:31:22, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8672, loss_cls: 1.3165, loss: 1.3165, grad_norm: 5.9198 2021-02-06 05:12:26,743 - mmaction - INFO - Epoch [57][2040/3757] lr: 1.000e-03, eta: 1 day, 18:30:51, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8789, loss_cls: 1.2186, loss: 1.2186, grad_norm: 5.6552 2021-02-06 05:12:35,625 - mmaction - INFO - Epoch [57][2060/3757] lr: 1.000e-03, eta: 1 day, 18:30:20, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.3011, loss: 1.3011, grad_norm: 5.6955 2021-02-06 05:12:44,525 - mmaction - INFO - Epoch [57][2080/3757] lr: 1.000e-03, eta: 1 day, 18:29:48, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8672, loss_cls: 1.3002, loss: 1.3002, grad_norm: 5.7596 2021-02-06 05:12:53,483 - mmaction - INFO - Epoch [57][2100/3757] lr: 1.000e-03, eta: 1 day, 18:29:17, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3567, loss: 1.3567, grad_norm: 5.9343 2021-02-06 05:13:02,522 - mmaction - INFO - Epoch [57][2120/3757] lr: 1.000e-03, eta: 1 day, 18:28:47, time: 0.453, data_time: 0.008, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8781, loss_cls: 1.2327, loss: 1.2327, grad_norm: 5.7895 2021-02-06 05:13:11,395 - mmaction - INFO - Epoch [57][2140/3757] lr: 1.000e-03, eta: 1 day, 18:28:15, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2634, loss: 1.2634, grad_norm: 5.5874 2021-02-06 05:13:20,276 - mmaction - INFO - Epoch [57][2160/3757] lr: 1.000e-03, eta: 1 day, 18:27:44, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.2107, loss: 1.2107, grad_norm: 5.5518 2021-02-06 05:13:29,171 - mmaction - INFO - Epoch [57][2180/3757] lr: 1.000e-03, eta: 1 day, 18:27:13, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8789, loss_cls: 1.2300, loss: 1.2300, grad_norm: 5.7444 2021-02-06 05:13:38,071 - mmaction - INFO - Epoch [57][2200/3757] lr: 1.000e-03, eta: 1 day, 18:26:42, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8797, loss_cls: 1.2125, loss: 1.2125, grad_norm: 5.5818 2021-02-06 05:13:46,993 - mmaction - INFO - Epoch [57][2220/3757] lr: 1.000e-03, eta: 1 day, 18:26:11, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8797, loss_cls: 1.2448, loss: 1.2448, grad_norm: 5.6335 2021-02-06 05:13:55,973 - mmaction - INFO - Epoch [57][2240/3757] lr: 1.000e-03, eta: 1 day, 18:25:40, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2710, loss: 1.2710, grad_norm: 5.8215 2021-02-06 05:14:04,873 - mmaction - INFO - Epoch [57][2260/3757] lr: 1.000e-03, eta: 1 day, 18:25:09, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8836, loss_cls: 1.2562, loss: 1.2562, grad_norm: 5.8583 2021-02-06 05:14:13,778 - mmaction - INFO - Epoch [57][2280/3757] lr: 1.000e-03, eta: 1 day, 18:24:38, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8805, loss_cls: 1.2246, loss: 1.2246, grad_norm: 5.7119 2021-02-06 05:14:22,733 - mmaction - INFO - Epoch [57][2300/3757] lr: 1.000e-03, eta: 1 day, 18:24:07, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8641, loss_cls: 1.3158, loss: 1.3158, grad_norm: 5.8806 2021-02-06 05:14:31,715 - mmaction - INFO - Epoch [57][2320/3757] lr: 1.000e-03, eta: 1 day, 18:23:36, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.3059, loss: 1.3059, grad_norm: 5.8751 2021-02-06 05:14:40,631 - mmaction - INFO - Epoch [57][2340/3757] lr: 1.000e-03, eta: 1 day, 18:23:05, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8570, loss_cls: 1.3237, loss: 1.3237, grad_norm: 5.8226 2021-02-06 05:14:49,570 - mmaction - INFO - Epoch [57][2360/3757] lr: 1.000e-03, eta: 1 day, 18:22:34, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8742, loss_cls: 1.2399, loss: 1.2399, grad_norm: 5.6911 2021-02-06 05:15:18,310 - mmaction - INFO - Epoch [57][2380/3757] lr: 1.000e-03, eta: 1 day, 18:22:28, time: 1.436, data_time: 0.434, memory: 7141, top1_acc: 0.6719, top5_acc: 0.8688, loss_cls: 1.3055, loss: 1.3055, grad_norm: 5.8487 2021-02-06 05:15:27,148 - mmaction - INFO - Epoch [57][2400/3757] lr: 1.000e-03, eta: 1 day, 18:21:57, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.2885, loss: 1.2885, grad_norm: 5.7821 2021-02-06 05:15:36,018 - mmaction - INFO - Epoch [57][2420/3757] lr: 1.000e-03, eta: 1 day, 18:21:26, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8664, loss_cls: 1.2577, loss: 1.2577, grad_norm: 5.5753 2021-02-06 05:15:44,950 - mmaction - INFO - Epoch [57][2440/3757] lr: 1.000e-03, eta: 1 day, 18:20:55, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2341, loss: 1.2341, grad_norm: 5.5021 2021-02-06 05:15:56,878 - mmaction - INFO - Epoch [57][2460/3757] lr: 1.000e-03, eta: 1 day, 18:20:27, time: 0.597, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8625, loss_cls: 1.3166, loss: 1.3166, grad_norm: 5.7595 2021-02-06 05:16:16,002 - mmaction - INFO - Epoch [57][2480/3757] lr: 1.000e-03, eta: 1 day, 18:20:09, time: 0.956, data_time: 0.511, memory: 7141, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.3660, loss: 1.3660, grad_norm: 5.7985 2021-02-06 05:16:24,787 - mmaction - INFO - Epoch [57][2500/3757] lr: 1.000e-03, eta: 1 day, 18:19:38, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.2683, loss: 1.2683, grad_norm: 5.7106 2021-02-06 05:16:43,957 - mmaction - INFO - Epoch [57][2520/3757] lr: 1.000e-03, eta: 1 day, 18:19:20, time: 0.959, data_time: 0.515, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.1887, loss: 1.1887, grad_norm: 5.5728 2021-02-06 05:16:57,607 - mmaction - INFO - Epoch [57][2540/3757] lr: 1.000e-03, eta: 1 day, 18:18:55, time: 0.682, data_time: 0.000, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8758, loss_cls: 1.2839, loss: 1.2839, grad_norm: 5.8061 2021-02-06 05:17:06,470 - mmaction - INFO - Epoch [57][2560/3757] lr: 1.000e-03, eta: 1 day, 18:18:24, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.2117, loss: 1.2117, grad_norm: 5.7180 2021-02-06 05:17:31,001 - mmaction - INFO - Epoch [57][2580/3757] lr: 1.000e-03, eta: 1 day, 18:18:12, time: 1.227, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8766, loss_cls: 1.2116, loss: 1.2116, grad_norm: 5.5697 2021-02-06 05:17:39,817 - mmaction - INFO - Epoch [57][2600/3757] lr: 1.000e-03, eta: 1 day, 18:17:41, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6727, top5_acc: 0.8703, loss_cls: 1.2715, loss: 1.2715, grad_norm: 5.8290 2021-02-06 05:17:48,696 - mmaction - INFO - Epoch [57][2620/3757] lr: 1.000e-03, eta: 1 day, 18:17:10, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8672, loss_cls: 1.2808, loss: 1.2808, grad_norm: 5.6584 2021-02-06 05:17:57,620 - mmaction - INFO - Epoch [57][2640/3757] lr: 1.000e-03, eta: 1 day, 18:16:39, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.1786, loss: 1.1786, grad_norm: 5.5212 2021-02-06 05:18:20,352 - mmaction - INFO - Epoch [57][2660/3757] lr: 1.000e-03, eta: 1 day, 18:16:26, time: 1.136, data_time: 0.141, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1986, loss: 1.1986, grad_norm: 5.6302 2021-02-06 05:18:29,186 - mmaction - INFO - Epoch [57][2680/3757] lr: 1.000e-03, eta: 1 day, 18:15:55, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2261, loss: 1.2261, grad_norm: 5.6762 2021-02-06 05:18:38,095 - mmaction - INFO - Epoch [57][2700/3757] lr: 1.000e-03, eta: 1 day, 18:15:24, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6781, top5_acc: 0.8781, loss_cls: 1.2591, loss: 1.2591, grad_norm: 5.7373 2021-02-06 05:18:46,933 - mmaction - INFO - Epoch [57][2720/3757] lr: 1.000e-03, eta: 1 day, 18:14:53, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8742, loss_cls: 1.2257, loss: 1.2257, grad_norm: 5.6676 2021-02-06 05:18:55,791 - mmaction - INFO - Epoch [57][2740/3757] lr: 1.000e-03, eta: 1 day, 18:14:22, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8758, loss_cls: 1.2676, loss: 1.2676, grad_norm: 5.8502 2021-02-06 05:19:04,675 - mmaction - INFO - Epoch [57][2760/3757] lr: 1.000e-03, eta: 1 day, 18:13:51, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8758, loss_cls: 1.2481, loss: 1.2481, grad_norm: 5.5776 2021-02-06 05:19:30,677 - mmaction - INFO - Epoch [57][2780/3757] lr: 1.000e-03, eta: 1 day, 18:13:41, time: 1.300, data_time: 0.688, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8672, loss_cls: 1.2246, loss: 1.2246, grad_norm: 5.5386 2021-02-06 05:19:39,529 - mmaction - INFO - Epoch [57][2800/3757] lr: 1.000e-03, eta: 1 day, 18:13:10, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.2840, loss: 1.2840, grad_norm: 5.7075 2021-02-06 05:19:48,468 - mmaction - INFO - Epoch [57][2820/3757] lr: 1.000e-03, eta: 1 day, 18:12:39, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8711, loss_cls: 1.2439, loss: 1.2439, grad_norm: 5.6761 2021-02-06 05:19:57,369 - mmaction - INFO - Epoch [57][2840/3757] lr: 1.000e-03, eta: 1 day, 18:12:08, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8648, loss_cls: 1.2821, loss: 1.2821, grad_norm: 5.7250 2021-02-06 05:20:06,233 - mmaction - INFO - Epoch [57][2860/3757] lr: 1.000e-03, eta: 1 day, 18:11:37, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6578, top5_acc: 0.8477, loss_cls: 1.4287, loss: 1.4287, grad_norm: 5.9341 2021-02-06 05:20:31,553 - mmaction - INFO - Epoch [57][2880/3757] lr: 1.000e-03, eta: 1 day, 18:11:27, time: 1.265, data_time: 0.000, memory: 7141, top1_acc: 0.6781, top5_acc: 0.8688, loss_cls: 1.2979, loss: 1.2979, grad_norm: 5.8338 2021-02-06 05:20:40,536 - mmaction - INFO - Epoch [57][2900/3757] lr: 1.000e-03, eta: 1 day, 18:10:56, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2134, loss: 1.2134, grad_norm: 5.6709 2021-02-06 05:20:49,350 - mmaction - INFO - Epoch [57][2920/3757] lr: 1.000e-03, eta: 1 day, 18:10:25, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8797, loss_cls: 1.1966, loss: 1.1966, grad_norm: 5.7147 2021-02-06 05:20:58,255 - mmaction - INFO - Epoch [57][2940/3757] lr: 1.000e-03, eta: 1 day, 18:09:54, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8758, loss_cls: 1.2632, loss: 1.2632, grad_norm: 5.7465 2021-02-06 05:21:07,200 - mmaction - INFO - Epoch [57][2960/3757] lr: 1.000e-03, eta: 1 day, 18:09:24, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8766, loss_cls: 1.2348, loss: 1.2348, grad_norm: 5.6876 2021-02-06 05:21:25,849 - mmaction - INFO - Epoch [57][2980/3757] lr: 1.000e-03, eta: 1 day, 18:09:05, time: 0.932, data_time: 0.381, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8742, loss_cls: 1.2998, loss: 1.2998, grad_norm: 5.8803 2021-02-06 05:21:34,680 - mmaction - INFO - Epoch [57][3000/3757] lr: 1.000e-03, eta: 1 day, 18:08:34, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.2799, loss: 1.2799, grad_norm: 5.7310 2021-02-06 05:21:43,561 - mmaction - INFO - Epoch [57][3020/3757] lr: 1.000e-03, eta: 1 day, 18:08:03, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8609, loss_cls: 1.2717, loss: 1.2717, grad_norm: 5.6383 2021-02-06 05:21:52,450 - mmaction - INFO - Epoch [57][3040/3757] lr: 1.000e-03, eta: 1 day, 18:07:32, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8797, loss_cls: 1.2094, loss: 1.2094, grad_norm: 5.5515 2021-02-06 05:22:01,306 - mmaction - INFO - Epoch [57][3060/3757] lr: 1.000e-03, eta: 1 day, 18:07:01, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8586, loss_cls: 1.2948, loss: 1.2948, grad_norm: 5.7303 2021-02-06 05:22:10,235 - mmaction - INFO - Epoch [57][3080/3757] lr: 1.000e-03, eta: 1 day, 18:06:30, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8609, loss_cls: 1.2616, loss: 1.2616, grad_norm: 5.6725 2021-02-06 05:22:19,114 - mmaction - INFO - Epoch [57][3100/3757] lr: 1.000e-03, eta: 1 day, 18:06:00, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.1926, loss: 1.1926, grad_norm: 5.5501 2021-02-06 05:22:55,788 - mmaction - INFO - Epoch [57][3120/3757] lr: 1.000e-03, eta: 1 day, 18:06:03, time: 1.834, data_time: 1.366, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8922, loss_cls: 1.1628, loss: 1.1628, grad_norm: 5.6721 2021-02-06 05:23:05,776 - mmaction - INFO - Epoch [57][3140/3757] lr: 1.000e-03, eta: 1 day, 18:05:34, time: 0.499, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8875, loss_cls: 1.1578, loss: 1.1578, grad_norm: 5.6288 2021-02-06 05:23:14,588 - mmaction - INFO - Epoch [57][3160/3757] lr: 1.000e-03, eta: 1 day, 18:05:03, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.2707, loss: 1.2707, grad_norm: 5.7108 2021-02-06 05:23:23,462 - mmaction - INFO - Epoch [57][3180/3757] lr: 1.000e-03, eta: 1 day, 18:04:32, time: 0.445, data_time: 0.002, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8820, loss_cls: 1.1948, loss: 1.1948, grad_norm: 5.6198 2021-02-06 05:23:32,379 - mmaction - INFO - Epoch [57][3200/3757] lr: 1.000e-03, eta: 1 day, 18:04:01, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8859, loss_cls: 1.1783, loss: 1.1783, grad_norm: 5.6300 2021-02-06 05:23:41,272 - mmaction - INFO - Epoch [57][3220/3757] lr: 1.000e-03, eta: 1 day, 18:03:30, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.2921, loss: 1.2921, grad_norm: 5.9173 2021-02-06 05:23:50,206 - mmaction - INFO - Epoch [57][3240/3757] lr: 1.000e-03, eta: 1 day, 18:03:00, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8875, loss_cls: 1.1702, loss: 1.1702, grad_norm: 5.6759 2021-02-06 05:24:20,845 - mmaction - INFO - Epoch [57][3260/3757] lr: 1.000e-03, eta: 1 day, 18:02:56, time: 1.532, data_time: 1.088, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1776, loss: 1.1776, grad_norm: 5.5346 2021-02-06 05:24:29,709 - mmaction - INFO - Epoch [57][3280/3757] lr: 1.000e-03, eta: 1 day, 18:02:25, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8602, loss_cls: 1.2697, loss: 1.2697, grad_norm: 5.6733 2021-02-06 05:24:38,525 - mmaction - INFO - Epoch [57][3300/3757] lr: 1.000e-03, eta: 1 day, 18:01:54, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2524, loss: 1.2524, grad_norm: 5.6210 2021-02-06 05:24:47,321 - mmaction - INFO - Epoch [57][3320/3757] lr: 1.000e-03, eta: 1 day, 18:01:23, time: 0.441, data_time: 0.002, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8742, loss_cls: 1.2674, loss: 1.2674, grad_norm: 5.8931 2021-02-06 05:24:56,199 - mmaction - INFO - Epoch [57][3340/3757] lr: 1.000e-03, eta: 1 day, 18:00:52, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8844, loss_cls: 1.2625, loss: 1.2625, grad_norm: 5.7906 2021-02-06 05:25:05,112 - mmaction - INFO - Epoch [57][3360/3757] lr: 1.000e-03, eta: 1 day, 18:00:22, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2092, loss: 1.2092, grad_norm: 5.4865 2021-02-06 05:25:28,466 - mmaction - INFO - Epoch [57][3380/3757] lr: 1.000e-03, eta: 1 day, 18:00:09, time: 1.168, data_time: 0.489, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8898, loss_cls: 1.2214, loss: 1.2214, grad_norm: 5.8603 2021-02-06 05:25:37,302 - mmaction - INFO - Epoch [57][3400/3757] lr: 1.000e-03, eta: 1 day, 17:59:38, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6664, top5_acc: 0.8562, loss_cls: 1.3217, loss: 1.3217, grad_norm: 5.8653 2021-02-06 05:25:46,428 - mmaction - INFO - Epoch [57][3420/3757] lr: 1.000e-03, eta: 1 day, 17:59:07, time: 0.457, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8773, loss_cls: 1.2867, loss: 1.2867, grad_norm: 5.8857 2021-02-06 05:26:08,608 - mmaction - INFO - Epoch [57][3440/3757] lr: 1.000e-03, eta: 1 day, 17:58:53, time: 1.109, data_time: 0.000, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8547, loss_cls: 1.3328, loss: 1.3328, grad_norm: 5.8511 2021-02-06 05:26:17,419 - mmaction - INFO - Epoch [57][3460/3757] lr: 1.000e-03, eta: 1 day, 17:58:22, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8758, loss_cls: 1.2476, loss: 1.2476, grad_norm: 5.7113 2021-02-06 05:26:26,326 - mmaction - INFO - Epoch [57][3480/3757] lr: 1.000e-03, eta: 1 day, 17:57:52, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8586, loss_cls: 1.2797, loss: 1.2797, grad_norm: 5.7741 2021-02-06 05:26:35,227 - mmaction - INFO - Epoch [57][3500/3757] lr: 1.000e-03, eta: 1 day, 17:57:21, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8828, loss_cls: 1.2591, loss: 1.2591, grad_norm: 5.7709 2021-02-06 05:27:04,725 - mmaction - INFO - Epoch [57][3520/3757] lr: 1.000e-03, eta: 1 day, 17:57:15, time: 1.475, data_time: 0.000, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.1705, loss: 1.1705, grad_norm: 5.5433 2021-02-06 05:27:13,527 - mmaction - INFO - Epoch [57][3540/3757] lr: 1.000e-03, eta: 1 day, 17:56:45, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8664, loss_cls: 1.2924, loss: 1.2924, grad_norm: 5.8024 2021-02-06 05:27:22,387 - mmaction - INFO - Epoch [57][3560/3757] lr: 1.000e-03, eta: 1 day, 17:56:14, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8672, loss_cls: 1.2731, loss: 1.2731, grad_norm: 5.7310 2021-02-06 05:27:31,262 - mmaction - INFO - Epoch [57][3580/3757] lr: 1.000e-03, eta: 1 day, 17:55:43, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8664, loss_cls: 1.2144, loss: 1.2144, grad_norm: 5.5489 2021-02-06 05:27:58,946 - mmaction - INFO - Epoch [57][3600/3757] lr: 1.000e-03, eta: 1 day, 17:55:36, time: 1.384, data_time: 0.936, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8680, loss_cls: 1.2424, loss: 1.2424, grad_norm: 5.6869 2021-02-06 05:28:07,738 - mmaction - INFO - Epoch [57][3620/3757] lr: 1.000e-03, eta: 1 day, 17:55:05, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8758, loss_cls: 1.1999, loss: 1.1999, grad_norm: 5.5455 2021-02-06 05:28:37,304 - mmaction - INFO - Epoch [57][3640/3757] lr: 1.000e-03, eta: 1 day, 17:55:00, time: 1.478, data_time: 0.946, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.3054, loss: 1.3054, grad_norm: 5.8069 2021-02-06 05:28:46,159 - mmaction - INFO - Epoch [57][3660/3757] lr: 1.000e-03, eta: 1 day, 17:54:29, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8742, loss_cls: 1.2610, loss: 1.2610, grad_norm: 5.7319 2021-02-06 05:28:54,952 - mmaction - INFO - Epoch [57][3680/3757] lr: 1.000e-03, eta: 1 day, 17:53:58, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8773, loss_cls: 1.1780, loss: 1.1780, grad_norm: 5.5050 2021-02-06 05:29:03,826 - mmaction - INFO - Epoch [57][3700/3757] lr: 1.000e-03, eta: 1 day, 17:53:27, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8617, loss_cls: 1.3115, loss: 1.3115, grad_norm: 5.7618 2021-02-06 05:29:12,700 - mmaction - INFO - Epoch [57][3720/3757] lr: 1.000e-03, eta: 1 day, 17:52:57, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2653, loss: 1.2653, grad_norm: 5.7993 2021-02-06 05:29:21,695 - mmaction - INFO - Epoch [57][3740/3757] lr: 1.000e-03, eta: 1 day, 17:52:26, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8734, loss_cls: 1.1902, loss: 1.1902, grad_norm: 5.5677 2021-02-06 05:29:43,417 - mmaction - INFO - Saving checkpoint at 57 epochs 2021-02-06 05:30:08,872 - mmaction - INFO - Epoch [58][20/3757] lr: 1.000e-03, eta: 1 day, 17:51:40, time: 1.254, data_time: 0.814, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8758, loss_cls: 1.1940, loss: 1.1940, grad_norm: 5.4944 2021-02-06 05:30:17,809 - mmaction - INFO - Epoch [58][40/3757] lr: 1.000e-03, eta: 1 day, 17:51:09, time: 0.447, data_time: 0.004, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.2804, loss: 1.2804, grad_norm: 5.7054 2021-02-06 05:30:26,650 - mmaction - INFO - Epoch [58][60/3757] lr: 1.000e-03, eta: 1 day, 17:50:39, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.2229, loss: 1.2229, grad_norm: 5.7842 2021-02-06 05:30:35,474 - mmaction - INFO - Epoch [58][80/3757] lr: 1.000e-03, eta: 1 day, 17:50:08, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1563, loss: 1.1563, grad_norm: 5.5698 2021-02-06 05:30:44,383 - mmaction - INFO - Epoch [58][100/3757] lr: 1.000e-03, eta: 1 day, 17:49:37, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8656, loss_cls: 1.3041, loss: 1.3041, grad_norm: 5.8935 2021-02-06 05:30:53,222 - mmaction - INFO - Epoch [58][120/3757] lr: 1.000e-03, eta: 1 day, 17:49:07, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8734, loss_cls: 1.1901, loss: 1.1901, grad_norm: 5.5992 2021-02-06 05:31:02,065 - mmaction - INFO - Epoch [58][140/3757] lr: 1.000e-03, eta: 1 day, 17:48:36, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8695, loss_cls: 1.1943, loss: 1.1943, grad_norm: 5.4433 2021-02-06 05:31:10,998 - mmaction - INFO - Epoch [58][160/3757] lr: 1.000e-03, eta: 1 day, 17:48:05, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8742, loss_cls: 1.2314, loss: 1.2314, grad_norm: 5.6544 2021-02-06 05:31:19,945 - mmaction - INFO - Epoch [58][180/3757] lr: 1.000e-03, eta: 1 day, 17:47:35, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8766, loss_cls: 1.2454, loss: 1.2454, grad_norm: 5.8209 2021-02-06 05:31:28,893 - mmaction - INFO - Epoch [58][200/3757] lr: 1.000e-03, eta: 1 day, 17:47:04, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8625, loss_cls: 1.2938, loss: 1.2938, grad_norm: 5.6931 2021-02-06 05:31:37,787 - mmaction - INFO - Epoch [58][220/3757] lr: 1.000e-03, eta: 1 day, 17:46:34, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.2003, loss: 1.2003, grad_norm: 5.6240 2021-02-06 05:31:46,623 - mmaction - INFO - Epoch [58][240/3757] lr: 1.000e-03, eta: 1 day, 17:46:03, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8766, loss_cls: 1.2929, loss: 1.2929, grad_norm: 5.8985 2021-02-06 05:31:55,531 - mmaction - INFO - Epoch [58][260/3757] lr: 1.000e-03, eta: 1 day, 17:45:32, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8648, loss_cls: 1.2361, loss: 1.2361, grad_norm: 5.7929 2021-02-06 05:32:04,379 - mmaction - INFO - Epoch [58][280/3757] lr: 1.000e-03, eta: 1 day, 17:45:02, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6687, top5_acc: 0.8578, loss_cls: 1.3493, loss: 1.3493, grad_norm: 5.8802 2021-02-06 05:32:13,261 - mmaction - INFO - Epoch [58][300/3757] lr: 1.000e-03, eta: 1 day, 17:44:31, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8656, loss_cls: 1.2826, loss: 1.2826, grad_norm: 5.8312 2021-02-06 05:32:22,229 - mmaction - INFO - Epoch [58][320/3757] lr: 1.000e-03, eta: 1 day, 17:44:01, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.2185, loss: 1.2185, grad_norm: 5.5953 2021-02-06 05:32:31,133 - mmaction - INFO - Epoch [58][340/3757] lr: 1.000e-03, eta: 1 day, 17:43:30, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8617, loss_cls: 1.2820, loss: 1.2820, grad_norm: 5.6601 2021-02-06 05:32:40,101 - mmaction - INFO - Epoch [58][360/3757] lr: 1.000e-03, eta: 1 day, 17:43:00, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.2611, loss: 1.2611, grad_norm: 5.7253 2021-02-06 05:32:48,980 - mmaction - INFO - Epoch [58][380/3757] lr: 1.000e-03, eta: 1 day, 17:42:29, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8891, loss_cls: 1.1408, loss: 1.1408, grad_norm: 5.5843 2021-02-06 05:32:57,931 - mmaction - INFO - Epoch [58][400/3757] lr: 1.000e-03, eta: 1 day, 17:41:59, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8734, loss_cls: 1.2200, loss: 1.2200, grad_norm: 5.4425 2021-02-06 05:33:06,827 - mmaction - INFO - Epoch [58][420/3757] lr: 1.000e-03, eta: 1 day, 17:41:28, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8719, loss_cls: 1.2609, loss: 1.2609, grad_norm: 5.7732 2021-02-06 05:33:15,687 - mmaction - INFO - Epoch [58][440/3757] lr: 1.000e-03, eta: 1 day, 17:40:58, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8828, loss_cls: 1.1837, loss: 1.1837, grad_norm: 5.4328 2021-02-06 05:33:24,581 - mmaction - INFO - Epoch [58][460/3757] lr: 1.000e-03, eta: 1 day, 17:40:27, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8742, loss_cls: 1.2024, loss: 1.2024, grad_norm: 5.5854 2021-02-06 05:33:33,442 - mmaction - INFO - Epoch [58][480/3757] lr: 1.000e-03, eta: 1 day, 17:39:57, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8914, loss_cls: 1.1544, loss: 1.1544, grad_norm: 5.7275 2021-02-06 05:33:42,328 - mmaction - INFO - Epoch [58][500/3757] lr: 1.000e-03, eta: 1 day, 17:39:26, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6641, top5_acc: 0.8602, loss_cls: 1.3284, loss: 1.3284, grad_norm: 5.9492 2021-02-06 05:33:51,218 - mmaction - INFO - Epoch [58][520/3757] lr: 1.000e-03, eta: 1 day, 17:38:56, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6727, top5_acc: 0.8578, loss_cls: 1.3096, loss: 1.3096, grad_norm: 5.9529 2021-02-06 05:34:00,179 - mmaction - INFO - Epoch [58][540/3757] lr: 1.000e-03, eta: 1 day, 17:38:25, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8844, loss_cls: 1.1931, loss: 1.1931, grad_norm: 5.5571 2021-02-06 05:34:09,040 - mmaction - INFO - Epoch [58][560/3757] lr: 1.000e-03, eta: 1 day, 17:37:55, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.1766, loss: 1.1766, grad_norm: 5.6015 2021-02-06 05:34:17,927 - mmaction - INFO - Epoch [58][580/3757] lr: 1.000e-03, eta: 1 day, 17:37:24, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.2142, loss: 1.2142, grad_norm: 5.6378 2021-02-06 05:34:26,825 - mmaction - INFO - Epoch [58][600/3757] lr: 1.000e-03, eta: 1 day, 17:36:54, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8656, loss_cls: 1.2500, loss: 1.2500, grad_norm: 5.5740 2021-02-06 05:34:35,794 - mmaction - INFO - Epoch [58][620/3757] lr: 1.000e-03, eta: 1 day, 17:36:23, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8664, loss_cls: 1.2966, loss: 1.2966, grad_norm: 5.7451 2021-02-06 05:34:44,699 - mmaction - INFO - Epoch [58][640/3757] lr: 1.000e-03, eta: 1 day, 17:35:53, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8703, loss_cls: 1.2554, loss: 1.2554, grad_norm: 5.8881 2021-02-06 05:34:53,642 - mmaction - INFO - Epoch [58][660/3757] lr: 1.000e-03, eta: 1 day, 17:35:23, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8695, loss_cls: 1.3134, loss: 1.3134, grad_norm: 5.6452 2021-02-06 05:35:02,612 - mmaction - INFO - Epoch [58][680/3757] lr: 1.000e-03, eta: 1 day, 17:34:52, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8727, loss_cls: 1.2846, loss: 1.2846, grad_norm: 5.8804 2021-02-06 05:35:11,544 - mmaction - INFO - Epoch [58][700/3757] lr: 1.000e-03, eta: 1 day, 17:34:22, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.2635, loss: 1.2635, grad_norm: 5.7879 2021-02-06 05:35:20,441 - mmaction - INFO - Epoch [58][720/3757] lr: 1.000e-03, eta: 1 day, 17:33:51, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6687, top5_acc: 0.8539, loss_cls: 1.3553, loss: 1.3553, grad_norm: 5.8210 2021-02-06 05:35:29,403 - mmaction - INFO - Epoch [58][740/3757] lr: 1.000e-03, eta: 1 day, 17:33:21, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1882, loss: 1.1882, grad_norm: 5.6647 2021-02-06 05:35:38,363 - mmaction - INFO - Epoch [58][760/3757] lr: 1.000e-03, eta: 1 day, 17:32:51, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8750, loss_cls: 1.2291, loss: 1.2291, grad_norm: 5.7976 2021-02-06 05:35:47,238 - mmaction - INFO - Epoch [58][780/3757] lr: 1.000e-03, eta: 1 day, 17:32:20, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1754, loss: 1.1754, grad_norm: 5.6556 2021-02-06 05:35:56,217 - mmaction - INFO - Epoch [58][800/3757] lr: 1.000e-03, eta: 1 day, 17:31:50, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2162, loss: 1.2162, grad_norm: 5.5966 2021-02-06 05:36:05,080 - mmaction - INFO - Epoch [58][820/3757] lr: 1.000e-03, eta: 1 day, 17:31:20, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8805, loss_cls: 1.1797, loss: 1.1797, grad_norm: 5.6058 2021-02-06 05:36:13,981 - mmaction - INFO - Epoch [58][840/3757] lr: 1.000e-03, eta: 1 day, 17:30:49, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2701, loss: 1.2701, grad_norm: 5.7804 2021-02-06 05:36:22,872 - mmaction - INFO - Epoch [58][860/3757] lr: 1.000e-03, eta: 1 day, 17:30:19, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8711, loss_cls: 1.2352, loss: 1.2352, grad_norm: 5.6041 2021-02-06 05:36:31,733 - mmaction - INFO - Epoch [58][880/3757] lr: 1.000e-03, eta: 1 day, 17:29:48, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8781, loss_cls: 1.2607, loss: 1.2607, grad_norm: 5.6385 2021-02-06 05:36:40,684 - mmaction - INFO - Epoch [58][900/3757] lr: 1.000e-03, eta: 1 day, 17:29:18, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6484, top5_acc: 0.8516, loss_cls: 1.3960, loss: 1.3960, grad_norm: 5.9266 2021-02-06 05:36:49,520 - mmaction - INFO - Epoch [58][920/3757] lr: 1.000e-03, eta: 1 day, 17:28:48, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8789, loss_cls: 1.2194, loss: 1.2194, grad_norm: 5.5157 2021-02-06 05:36:58,389 - mmaction - INFO - Epoch [58][940/3757] lr: 1.000e-03, eta: 1 day, 17:28:17, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8719, loss_cls: 1.2677, loss: 1.2677, grad_norm: 5.8093 2021-02-06 05:37:07,300 - mmaction - INFO - Epoch [58][960/3757] lr: 1.000e-03, eta: 1 day, 17:27:47, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8719, loss_cls: 1.2737, loss: 1.2737, grad_norm: 5.6999 2021-02-06 05:37:16,223 - mmaction - INFO - Epoch [58][980/3757] lr: 1.000e-03, eta: 1 day, 17:27:17, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8641, loss_cls: 1.3180, loss: 1.3180, grad_norm: 5.9956 2021-02-06 05:37:25,174 - mmaction - INFO - Epoch [58][1000/3757] lr: 1.000e-03, eta: 1 day, 17:26:46, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.2087, loss: 1.2087, grad_norm: 5.7464 2021-02-06 05:37:34,167 - mmaction - INFO - Epoch [58][1020/3757] lr: 1.000e-03, eta: 1 day, 17:26:16, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8570, loss_cls: 1.2924, loss: 1.2924, grad_norm: 5.7696 2021-02-06 05:37:43,061 - mmaction - INFO - Epoch [58][1040/3757] lr: 1.000e-03, eta: 1 day, 17:25:46, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8781, loss_cls: 1.2857, loss: 1.2857, grad_norm: 5.8934 2021-02-06 05:37:51,969 - mmaction - INFO - Epoch [58][1060/3757] lr: 1.000e-03, eta: 1 day, 17:25:16, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8797, loss_cls: 1.1722, loss: 1.1722, grad_norm: 5.5893 2021-02-06 05:38:00,871 - mmaction - INFO - Epoch [58][1080/3757] lr: 1.000e-03, eta: 1 day, 17:24:45, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8742, loss_cls: 1.2678, loss: 1.2678, grad_norm: 5.8343 2021-02-06 05:38:09,742 - mmaction - INFO - Epoch [58][1100/3757] lr: 1.000e-03, eta: 1 day, 17:24:15, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8891, loss_cls: 1.1400, loss: 1.1400, grad_norm: 5.3995 2021-02-06 05:38:18,622 - mmaction - INFO - Epoch [58][1120/3757] lr: 1.000e-03, eta: 1 day, 17:23:45, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.3015, loss: 1.3015, grad_norm: 5.8532 2021-02-06 05:38:27,547 - mmaction - INFO - Epoch [58][1140/3757] lr: 1.000e-03, eta: 1 day, 17:23:14, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.2220, loss: 1.2220, grad_norm: 5.7763 2021-02-06 05:38:36,443 - mmaction - INFO - Epoch [58][1160/3757] lr: 1.000e-03, eta: 1 day, 17:22:44, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8656, loss_cls: 1.2622, loss: 1.2622, grad_norm: 5.9310 2021-02-06 05:38:45,321 - mmaction - INFO - Epoch [58][1180/3757] lr: 1.000e-03, eta: 1 day, 17:22:14, time: 0.444, data_time: 0.002, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8625, loss_cls: 1.2980, loss: 1.2980, grad_norm: 5.7458 2021-02-06 05:38:54,292 - mmaction - INFO - Epoch [58][1200/3757] lr: 1.000e-03, eta: 1 day, 17:21:44, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8828, loss_cls: 1.1851, loss: 1.1851, grad_norm: 5.5792 2021-02-06 05:39:03,166 - mmaction - INFO - Epoch [58][1220/3757] lr: 1.000e-03, eta: 1 day, 17:21:13, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.2118, loss: 1.2118, grad_norm: 5.6588 2021-02-06 05:39:12,014 - mmaction - INFO - Epoch [58][1240/3757] lr: 1.000e-03, eta: 1 day, 17:20:43, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8820, loss_cls: 1.2173, loss: 1.2173, grad_norm: 5.7952 2021-02-06 05:39:20,892 - mmaction - INFO - Epoch [58][1260/3757] lr: 1.000e-03, eta: 1 day, 17:20:13, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.1968, loss: 1.1968, grad_norm: 5.8334 2021-02-06 05:39:29,773 - mmaction - INFO - Epoch [58][1280/3757] lr: 1.000e-03, eta: 1 day, 17:19:42, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8703, loss_cls: 1.2749, loss: 1.2749, grad_norm: 5.8032 2021-02-06 05:39:38,673 - mmaction - INFO - Epoch [58][1300/3757] lr: 1.000e-03, eta: 1 day, 17:19:12, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8758, loss_cls: 1.1900, loss: 1.1900, grad_norm: 5.5612 2021-02-06 05:39:47,655 - mmaction - INFO - Epoch [58][1320/3757] lr: 1.000e-03, eta: 1 day, 17:18:42, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8617, loss_cls: 1.2616, loss: 1.2616, grad_norm: 5.5717 2021-02-06 05:39:56,569 - mmaction - INFO - Epoch [58][1340/3757] lr: 1.000e-03, eta: 1 day, 17:18:12, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8664, loss_cls: 1.2807, loss: 1.2807, grad_norm: 5.6968 2021-02-06 05:40:05,556 - mmaction - INFO - Epoch [58][1360/3757] lr: 1.000e-03, eta: 1 day, 17:17:42, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8664, loss_cls: 1.2877, loss: 1.2877, grad_norm: 5.7179 2021-02-06 05:40:14,489 - mmaction - INFO - Epoch [58][1380/3757] lr: 1.000e-03, eta: 1 day, 17:17:12, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.2013, loss: 1.2013, grad_norm: 5.7355 2021-02-06 05:40:23,373 - mmaction - INFO - Epoch [58][1400/3757] lr: 1.000e-03, eta: 1 day, 17:16:41, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.1732, loss: 1.1732, grad_norm: 5.5011 2021-02-06 05:40:32,325 - mmaction - INFO - Epoch [58][1420/3757] lr: 1.000e-03, eta: 1 day, 17:16:11, time: 0.448, data_time: 0.002, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.2074, loss: 1.2074, grad_norm: 5.5139 2021-02-06 05:40:41,242 - mmaction - INFO - Epoch [58][1440/3757] lr: 1.000e-03, eta: 1 day, 17:15:41, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.2712, loss: 1.2712, grad_norm: 5.8486 2021-02-06 05:40:50,202 - mmaction - INFO - Epoch [58][1460/3757] lr: 1.000e-03, eta: 1 day, 17:15:11, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2461, loss: 1.2461, grad_norm: 5.7376 2021-02-06 05:40:59,111 - mmaction - INFO - Epoch [58][1480/3757] lr: 1.000e-03, eta: 1 day, 17:14:41, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8609, loss_cls: 1.2424, loss: 1.2424, grad_norm: 5.7010 2021-02-06 05:41:08,034 - mmaction - INFO - Epoch [58][1500/3757] lr: 1.000e-03, eta: 1 day, 17:14:11, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.2648, loss: 1.2648, grad_norm: 5.6785 2021-02-06 05:41:16,882 - mmaction - INFO - Epoch [58][1520/3757] lr: 1.000e-03, eta: 1 day, 17:13:41, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.2215, loss: 1.2215, grad_norm: 5.6501 2021-02-06 05:41:25,756 - mmaction - INFO - Epoch [58][1540/3757] lr: 1.000e-03, eta: 1 day, 17:13:10, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8852, loss_cls: 1.1404, loss: 1.1404, grad_norm: 5.5290 2021-02-06 05:41:34,756 - mmaction - INFO - Epoch [58][1560/3757] lr: 1.000e-03, eta: 1 day, 17:12:40, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8953, loss_cls: 1.1647, loss: 1.1647, grad_norm: 5.7124 2021-02-06 05:41:43,669 - mmaction - INFO - Epoch [58][1580/3757] lr: 1.000e-03, eta: 1 day, 17:12:10, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8773, loss_cls: 1.1954, loss: 1.1954, grad_norm: 5.5477 2021-02-06 05:41:52,604 - mmaction - INFO - Epoch [58][1600/3757] lr: 1.000e-03, eta: 1 day, 17:11:40, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.1846, loss: 1.1846, grad_norm: 5.6039 2021-02-06 05:42:01,494 - mmaction - INFO - Epoch [58][1620/3757] lr: 1.000e-03, eta: 1 day, 17:11:10, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8852, loss_cls: 1.2015, loss: 1.2015, grad_norm: 5.7787 2021-02-06 05:42:10,414 - mmaction - INFO - Epoch [58][1640/3757] lr: 1.000e-03, eta: 1 day, 17:10:40, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2411, loss: 1.2411, grad_norm: 5.7510 2021-02-06 05:42:19,263 - mmaction - INFO - Epoch [58][1660/3757] lr: 1.000e-03, eta: 1 day, 17:10:10, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8656, loss_cls: 1.2826, loss: 1.2826, grad_norm: 5.8837 2021-02-06 05:42:29,541 - mmaction - INFO - Epoch [58][1680/3757] lr: 1.000e-03, eta: 1 day, 17:09:41, time: 0.514, data_time: 0.000, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8906, loss_cls: 1.1824, loss: 1.1824, grad_norm: 5.8977 2021-02-06 05:42:56,988 - mmaction - INFO - Epoch [58][1700/3757] lr: 1.000e-03, eta: 1 day, 17:09:33, time: 1.372, data_time: 0.002, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8633, loss_cls: 1.2655, loss: 1.2655, grad_norm: 6.0085 2021-02-06 05:43:05,819 - mmaction - INFO - Epoch [58][1720/3757] lr: 1.000e-03, eta: 1 day, 17:09:03, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8766, loss_cls: 1.2547, loss: 1.2547, grad_norm: 5.8081 2021-02-06 05:43:14,626 - mmaction - INFO - Epoch [58][1740/3757] lr: 1.000e-03, eta: 1 day, 17:08:33, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8836, loss_cls: 1.2041, loss: 1.2041, grad_norm: 5.7235 2021-02-06 05:43:23,489 - mmaction - INFO - Epoch [58][1760/3757] lr: 1.000e-03, eta: 1 day, 17:08:03, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.2169, loss: 1.2169, grad_norm: 5.8012 2021-02-06 05:43:32,353 - mmaction - INFO - Epoch [58][1780/3757] lr: 1.000e-03, eta: 1 day, 17:07:33, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8922, loss_cls: 1.1657, loss: 1.1657, grad_norm: 5.5822 2021-02-06 05:44:08,882 - mmaction - INFO - Epoch [58][1800/3757] lr: 1.000e-03, eta: 1 day, 17:07:36, time: 1.827, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8812, loss_cls: 1.1942, loss: 1.1942, grad_norm: 5.7355 2021-02-06 05:44:17,700 - mmaction - INFO - Epoch [58][1820/3757] lr: 1.000e-03, eta: 1 day, 17:07:06, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8680, loss_cls: 1.2782, loss: 1.2782, grad_norm: 5.9782 2021-02-06 05:44:26,517 - mmaction - INFO - Epoch [58][1840/3757] lr: 1.000e-03, eta: 1 day, 17:06:35, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8742, loss_cls: 1.2210, loss: 1.2210, grad_norm: 5.7767 2021-02-06 05:44:35,444 - mmaction - INFO - Epoch [58][1860/3757] lr: 1.000e-03, eta: 1 day, 17:06:05, time: 0.447, data_time: 0.002, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8758, loss_cls: 1.2585, loss: 1.2585, grad_norm: 5.9123 2021-02-06 05:44:46,746 - mmaction - INFO - Epoch [58][1880/3757] lr: 1.000e-03, eta: 1 day, 17:05:38, time: 0.565, data_time: 0.055, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.2303, loss: 1.2303, grad_norm: 5.7863 2021-02-06 05:45:20,897 - mmaction - INFO - Epoch [58][1900/3757] lr: 1.000e-03, eta: 1 day, 17:05:38, time: 1.708, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8578, loss_cls: 1.3261, loss: 1.3261, grad_norm: 5.8337 2021-02-06 05:45:29,704 - mmaction - INFO - Epoch [58][1920/3757] lr: 1.000e-03, eta: 1 day, 17:05:08, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8781, loss_cls: 1.2100, loss: 1.2100, grad_norm: 5.6125 2021-02-06 05:45:38,479 - mmaction - INFO - Epoch [58][1940/3757] lr: 1.000e-03, eta: 1 day, 17:04:38, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8891, loss_cls: 1.1757, loss: 1.1757, grad_norm: 5.6578 2021-02-06 05:45:47,377 - mmaction - INFO - Epoch [58][1960/3757] lr: 1.000e-03, eta: 1 day, 17:04:08, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1485, loss: 1.1485, grad_norm: 5.4791 2021-02-06 05:45:56,302 - mmaction - INFO - Epoch [58][1980/3757] lr: 1.000e-03, eta: 1 day, 17:03:38, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8789, loss_cls: 1.2583, loss: 1.2583, grad_norm: 6.0392 2021-02-06 05:46:19,576 - mmaction - INFO - Epoch [58][2000/3757] lr: 1.000e-03, eta: 1 day, 17:03:25, time: 1.163, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8820, loss_cls: 1.2297, loss: 1.2297, grad_norm: 5.7536 2021-02-06 05:46:28,384 - mmaction - INFO - Epoch [58][2020/3757] lr: 1.000e-03, eta: 1 day, 17:02:55, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2461, loss: 1.2461, grad_norm: 5.7191 2021-02-06 05:46:37,199 - mmaction - INFO - Epoch [58][2040/3757] lr: 1.000e-03, eta: 1 day, 17:02:25, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8766, loss_cls: 1.3194, loss: 1.3194, grad_norm: 5.9087 2021-02-06 05:46:46,058 - mmaction - INFO - Epoch [58][2060/3757] lr: 1.000e-03, eta: 1 day, 17:01:55, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.3143, loss: 1.3143, grad_norm: 5.9842 2021-02-06 05:46:55,024 - mmaction - INFO - Epoch [58][2080/3757] lr: 1.000e-03, eta: 1 day, 17:01:25, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8750, loss_cls: 1.2084, loss: 1.2084, grad_norm: 5.6092 2021-02-06 05:47:03,957 - mmaction - INFO - Epoch [58][2100/3757] lr: 1.000e-03, eta: 1 day, 17:00:55, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2104, loss: 1.2104, grad_norm: 5.7089 2021-02-06 05:47:12,825 - mmaction - INFO - Epoch [58][2120/3757] lr: 1.000e-03, eta: 1 day, 17:00:25, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8570, loss_cls: 1.3115, loss: 1.3115, grad_norm: 5.9122 2021-02-06 05:47:21,669 - mmaction - INFO - Epoch [58][2140/3757] lr: 1.000e-03, eta: 1 day, 16:59:55, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6781, top5_acc: 0.8688, loss_cls: 1.2910, loss: 1.2910, grad_norm: 5.9404 2021-02-06 05:47:30,552 - mmaction - INFO - Epoch [58][2160/3757] lr: 1.000e-03, eta: 1 day, 16:59:25, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8906, loss_cls: 1.1313, loss: 1.1313, grad_norm: 5.4184 2021-02-06 05:47:39,382 - mmaction - INFO - Epoch [58][2180/3757] lr: 1.000e-03, eta: 1 day, 16:58:55, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8758, loss_cls: 1.2229, loss: 1.2229, grad_norm: 5.7441 2021-02-06 05:47:48,279 - mmaction - INFO - Epoch [58][2200/3757] lr: 1.000e-03, eta: 1 day, 16:58:25, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2420, loss: 1.2420, grad_norm: 5.6305 2021-02-06 05:47:57,187 - mmaction - INFO - Epoch [58][2220/3757] lr: 1.000e-03, eta: 1 day, 16:57:55, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8750, loss_cls: 1.2681, loss: 1.2681, grad_norm: 5.9806 2021-02-06 05:48:06,106 - mmaction - INFO - Epoch [58][2240/3757] lr: 1.000e-03, eta: 1 day, 16:57:25, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8625, loss_cls: 1.2979, loss: 1.2979, grad_norm: 5.7303 2021-02-06 05:48:14,978 - mmaction - INFO - Epoch [58][2260/3757] lr: 1.000e-03, eta: 1 day, 16:56:55, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8609, loss_cls: 1.2901, loss: 1.2901, grad_norm: 5.9346 2021-02-06 05:48:23,899 - mmaction - INFO - Epoch [58][2280/3757] lr: 1.000e-03, eta: 1 day, 16:56:25, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8750, loss_cls: 1.2326, loss: 1.2326, grad_norm: 5.8816 2021-02-06 05:48:32,818 - mmaction - INFO - Epoch [58][2300/3757] lr: 1.000e-03, eta: 1 day, 16:55:55, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8844, loss_cls: 1.2236, loss: 1.2236, grad_norm: 5.6989 2021-02-06 05:48:41,671 - mmaction - INFO - Epoch [58][2320/3757] lr: 1.000e-03, eta: 1 day, 16:55:25, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8781, loss_cls: 1.2255, loss: 1.2255, grad_norm: 5.6265 2021-02-06 05:48:50,524 - mmaction - INFO - Epoch [58][2340/3757] lr: 1.000e-03, eta: 1 day, 16:54:55, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8844, loss_cls: 1.1800, loss: 1.1800, grad_norm: 5.8140 2021-02-06 05:48:59,384 - mmaction - INFO - Epoch [58][2360/3757] lr: 1.000e-03, eta: 1 day, 16:54:25, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.2446, loss: 1.2446, grad_norm: 5.8978 2021-02-06 05:49:08,351 - mmaction - INFO - Epoch [58][2380/3757] lr: 1.000e-03, eta: 1 day, 16:53:55, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.1753, loss: 1.1753, grad_norm: 5.6730 2021-02-06 05:49:17,234 - mmaction - INFO - Epoch [58][2400/3757] lr: 1.000e-03, eta: 1 day, 16:53:25, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8672, loss_cls: 1.2363, loss: 1.2363, grad_norm: 5.6055 2021-02-06 05:49:26,090 - mmaction - INFO - Epoch [58][2420/3757] lr: 1.000e-03, eta: 1 day, 16:52:55, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8758, loss_cls: 1.2302, loss: 1.2302, grad_norm: 5.8399 2021-02-06 05:49:35,047 - mmaction - INFO - Epoch [58][2440/3757] lr: 1.000e-03, eta: 1 day, 16:52:25, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8641, loss_cls: 1.2867, loss: 1.2867, grad_norm: 5.7905 2021-02-06 05:49:43,979 - mmaction - INFO - Epoch [58][2460/3757] lr: 1.000e-03, eta: 1 day, 16:51:56, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8758, loss_cls: 1.2500, loss: 1.2500, grad_norm: 5.7691 2021-02-06 05:49:52,886 - mmaction - INFO - Epoch [58][2480/3757] lr: 1.000e-03, eta: 1 day, 16:51:26, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8758, loss_cls: 1.2486, loss: 1.2486, grad_norm: 5.7792 2021-02-06 05:50:01,810 - mmaction - INFO - Epoch [58][2500/3757] lr: 1.000e-03, eta: 1 day, 16:50:56, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6711, top5_acc: 0.8688, loss_cls: 1.3116, loss: 1.3116, grad_norm: 6.0523 2021-02-06 05:50:10,768 - mmaction - INFO - Epoch [58][2520/3757] lr: 1.000e-03, eta: 1 day, 16:50:26, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8633, loss_cls: 1.2799, loss: 1.2799, grad_norm: 5.7948 2021-02-06 05:50:29,371 - mmaction - INFO - Epoch [58][2540/3757] lr: 1.000e-03, eta: 1 day, 16:50:08, time: 0.930, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8727, loss_cls: 1.2120, loss: 1.2120, grad_norm: 5.7169 2021-02-06 05:50:38,215 - mmaction - INFO - Epoch [58][2560/3757] lr: 1.000e-03, eta: 1 day, 16:49:38, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8750, loss_cls: 1.2459, loss: 1.2459, grad_norm: 5.7947 2021-02-06 05:51:08,443 - mmaction - INFO - Epoch [58][2580/3757] lr: 1.000e-03, eta: 1 day, 16:49:33, time: 1.512, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.2605, loss: 1.2605, grad_norm: 5.6845 2021-02-06 05:51:17,256 - mmaction - INFO - Epoch [58][2600/3757] lr: 1.000e-03, eta: 1 day, 16:49:03, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8688, loss_cls: 1.2876, loss: 1.2876, grad_norm: 5.8992 2021-02-06 05:51:57,706 - mmaction - INFO - Epoch [58][2620/3757] lr: 1.000e-03, eta: 1 day, 16:49:11, time: 2.022, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2326, loss: 1.2326, grad_norm: 5.7958 2021-02-06 05:52:06,523 - mmaction - INFO - Epoch [58][2640/3757] lr: 1.000e-03, eta: 1 day, 16:48:41, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8680, loss_cls: 1.2237, loss: 1.2237, grad_norm: 5.7654 2021-02-06 05:52:25,557 - mmaction - INFO - Epoch [58][2660/3757] lr: 1.000e-03, eta: 1 day, 16:48:23, time: 0.951, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1647, loss: 1.1647, grad_norm: 5.4686 2021-02-06 05:52:35,250 - mmaction - INFO - Epoch [58][2680/3757] lr: 1.000e-03, eta: 1 day, 16:47:54, time: 0.485, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8852, loss_cls: 1.2305, loss: 1.2305, grad_norm: 5.7825 2021-02-06 05:52:44,094 - mmaction - INFO - Epoch [58][2700/3757] lr: 1.000e-03, eta: 1 day, 16:47:24, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8648, loss_cls: 1.2541, loss: 1.2541, grad_norm: 5.8345 2021-02-06 05:53:15,628 - mmaction - INFO - Epoch [58][2720/3757] lr: 1.000e-03, eta: 1 day, 16:47:21, time: 1.577, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8648, loss_cls: 1.2652, loss: 1.2652, grad_norm: 5.7423 2021-02-06 05:53:47,312 - mmaction - INFO - Epoch [58][2740/3757] lr: 1.000e-03, eta: 1 day, 16:47:18, time: 1.584, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8836, loss_cls: 1.2568, loss: 1.2568, grad_norm: 5.7422 2021-02-06 05:53:56,104 - mmaction - INFO - Epoch [58][2760/3757] lr: 1.000e-03, eta: 1 day, 16:46:48, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8883, loss_cls: 1.1666, loss: 1.1666, grad_norm: 5.7523 2021-02-06 05:54:25,785 - mmaction - INFO - Epoch [58][2780/3757] lr: 1.000e-03, eta: 1 day, 16:46:43, time: 1.483, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.1889, loss: 1.1889, grad_norm: 5.5182 2021-02-06 05:54:34,570 - mmaction - INFO - Epoch [58][2800/3757] lr: 1.000e-03, eta: 1 day, 16:46:13, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8719, loss_cls: 1.2450, loss: 1.2450, grad_norm: 5.8048 2021-02-06 05:55:11,452 - mmaction - INFO - Epoch [58][2820/3757] lr: 1.000e-03, eta: 1 day, 16:46:16, time: 1.845, data_time: 0.001, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8719, loss_cls: 1.2708, loss: 1.2708, grad_norm: 5.9930 2021-02-06 05:55:20,216 - mmaction - INFO - Epoch [58][2840/3757] lr: 1.000e-03, eta: 1 day, 16:45:46, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8781, loss_cls: 1.2285, loss: 1.2285, grad_norm: 5.6352 2021-02-06 05:55:42,014 - mmaction - INFO - Epoch [58][2860/3757] lr: 1.000e-03, eta: 1 day, 16:45:32, time: 1.090, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.2059, loss: 1.2059, grad_norm: 5.6957 2021-02-06 05:55:50,832 - mmaction - INFO - Epoch [58][2880/3757] lr: 1.000e-03, eta: 1 day, 16:45:02, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8727, loss_cls: 1.2887, loss: 1.2887, grad_norm: 5.8389 2021-02-06 05:56:13,879 - mmaction - INFO - Epoch [58][2900/3757] lr: 1.000e-03, eta: 1 day, 16:44:49, time: 1.153, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8711, loss_cls: 1.2778, loss: 1.2778, grad_norm: 6.0493 2021-02-06 05:56:22,655 - mmaction - INFO - Epoch [58][2920/3757] lr: 1.000e-03, eta: 1 day, 16:44:19, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8703, loss_cls: 1.2824, loss: 1.2824, grad_norm: 6.0770 2021-02-06 05:56:49,352 - mmaction - INFO - Epoch [58][2940/3757] lr: 1.000e-03, eta: 1 day, 16:44:10, time: 1.335, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8891, loss_cls: 1.2095, loss: 1.2095, grad_norm: 5.7365 2021-02-06 05:56:58,170 - mmaction - INFO - Epoch [58][2960/3757] lr: 1.000e-03, eta: 1 day, 16:43:40, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6602, top5_acc: 0.8570, loss_cls: 1.3352, loss: 1.3352, grad_norm: 5.9322 2021-02-06 05:57:25,304 - mmaction - INFO - Epoch [58][2980/3757] lr: 1.000e-03, eta: 1 day, 16:43:32, time: 1.357, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8797, loss_cls: 1.2152, loss: 1.2152, grad_norm: 5.8678 2021-02-06 05:57:34,105 - mmaction - INFO - Epoch [58][3000/3757] lr: 1.000e-03, eta: 1 day, 16:43:02, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8820, loss_cls: 1.1992, loss: 1.1992, grad_norm: 5.6794 2021-02-06 05:57:52,739 - mmaction - INFO - Epoch [58][3020/3757] lr: 1.000e-03, eta: 1 day, 16:42:43, time: 0.932, data_time: 0.002, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8633, loss_cls: 1.3234, loss: 1.3234, grad_norm: 5.9093 2021-02-06 05:58:01,574 - mmaction - INFO - Epoch [58][3040/3757] lr: 1.000e-03, eta: 1 day, 16:42:14, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8766, loss_cls: 1.2177, loss: 1.2177, grad_norm: 5.8977 2021-02-06 05:58:29,910 - mmaction - INFO - Epoch [58][3060/3757] lr: 1.000e-03, eta: 1 day, 16:42:07, time: 1.417, data_time: 0.001, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8562, loss_cls: 1.3257, loss: 1.3257, grad_norm: 5.8552 2021-02-06 05:58:38,740 - mmaction - INFO - Epoch [58][3080/3757] lr: 1.000e-03, eta: 1 day, 16:41:37, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1882, loss: 1.1882, grad_norm: 5.7680 2021-02-06 05:59:00,971 - mmaction - INFO - Epoch [58][3100/3757] lr: 1.000e-03, eta: 1 day, 16:41:23, time: 1.112, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8789, loss_cls: 1.1627, loss: 1.1627, grad_norm: 5.6654 2021-02-06 05:59:09,747 - mmaction - INFO - Epoch [58][3120/3757] lr: 1.000e-03, eta: 1 day, 16:40:53, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8797, loss_cls: 1.2024, loss: 1.2024, grad_norm: 5.7906 2021-02-06 05:59:18,590 - mmaction - INFO - Epoch [58][3140/3757] lr: 1.000e-03, eta: 1 day, 16:40:23, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8742, loss_cls: 1.2310, loss: 1.2310, grad_norm: 6.0255 2021-02-06 05:59:27,492 - mmaction - INFO - Epoch [58][3160/3757] lr: 1.000e-03, eta: 1 day, 16:39:53, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8789, loss_cls: 1.2454, loss: 1.2454, grad_norm: 5.8615 2021-02-06 05:59:36,423 - mmaction - INFO - Epoch [58][3180/3757] lr: 1.000e-03, eta: 1 day, 16:39:23, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8688, loss_cls: 1.2481, loss: 1.2481, grad_norm: 5.8086 2021-02-06 05:59:56,974 - mmaction - INFO - Epoch [58][3200/3757] lr: 1.000e-03, eta: 1 day, 16:39:07, time: 1.027, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2491, loss: 1.2491, grad_norm: 5.7841 2021-02-06 06:00:07,803 - mmaction - INFO - Epoch [58][3220/3757] lr: 1.000e-03, eta: 1 day, 16:38:40, time: 0.541, data_time: 0.096, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8789, loss_cls: 1.2409, loss: 1.2409, grad_norm: 5.8527 2021-02-06 06:00:16,624 - mmaction - INFO - Epoch [58][3240/3757] lr: 1.000e-03, eta: 1 day, 16:38:10, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8781, loss_cls: 1.2409, loss: 1.2409, grad_norm: 5.6905 2021-02-06 06:00:25,496 - mmaction - INFO - Epoch [58][3260/3757] lr: 1.000e-03, eta: 1 day, 16:37:40, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8711, loss_cls: 1.2133, loss: 1.2133, grad_norm: 5.5688 2021-02-06 06:00:34,354 - mmaction - INFO - Epoch [58][3280/3757] lr: 1.000e-03, eta: 1 day, 16:37:11, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8766, loss_cls: 1.2638, loss: 1.2638, grad_norm: 5.7056 2021-02-06 06:00:43,774 - mmaction - INFO - Epoch [58][3300/3757] lr: 1.000e-03, eta: 1 day, 16:36:41, time: 0.471, data_time: 0.000, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8781, loss_cls: 1.2543, loss: 1.2543, grad_norm: 5.8603 2021-02-06 06:00:54,719 - mmaction - INFO - Epoch [58][3320/3757] lr: 1.000e-03, eta: 1 day, 16:36:14, time: 0.547, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.2157, loss: 1.2157, grad_norm: 5.6910 2021-02-06 06:01:03,610 - mmaction - INFO - Epoch [58][3340/3757] lr: 1.000e-03, eta: 1 day, 16:35:44, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8766, loss_cls: 1.2474, loss: 1.2474, grad_norm: 5.7517 2021-02-06 06:01:30,308 - mmaction - INFO - Epoch [58][3360/3757] lr: 1.000e-03, eta: 1 day, 16:35:36, time: 1.334, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8719, loss_cls: 1.1572, loss: 1.1572, grad_norm: 5.6136 2021-02-06 06:01:39,134 - mmaction - INFO - Epoch [58][3380/3757] lr: 1.000e-03, eta: 1 day, 16:35:06, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8914, loss_cls: 1.2069, loss: 1.2069, grad_norm: 5.5883 2021-02-06 06:01:57,036 - mmaction - INFO - Epoch [58][3400/3757] lr: 1.000e-03, eta: 1 day, 16:34:47, time: 0.896, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8742, loss_cls: 1.2707, loss: 1.2707, grad_norm: 5.8632 2021-02-06 06:02:05,854 - mmaction - INFO - Epoch [58][3420/3757] lr: 1.000e-03, eta: 1 day, 16:34:17, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2631, loss: 1.2631, grad_norm: 5.7781 2021-02-06 06:02:14,787 - mmaction - INFO - Epoch [58][3440/3757] lr: 1.000e-03, eta: 1 day, 16:33:47, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8695, loss_cls: 1.1961, loss: 1.1961, grad_norm: 5.3809 2021-02-06 06:02:51,740 - mmaction - INFO - Epoch [58][3460/3757] lr: 1.000e-03, eta: 1 day, 16:33:50, time: 1.847, data_time: 0.000, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8664, loss_cls: 1.3102, loss: 1.3102, grad_norm: 5.7799 2021-02-06 06:03:01,940 - mmaction - INFO - Epoch [58][3480/3757] lr: 1.000e-03, eta: 1 day, 16:33:22, time: 0.510, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8664, loss_cls: 1.2881, loss: 1.2881, grad_norm: 5.9218 2021-02-06 06:03:10,800 - mmaction - INFO - Epoch [58][3500/3757] lr: 1.000e-03, eta: 1 day, 16:32:52, time: 0.443, data_time: 0.002, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8672, loss_cls: 1.2976, loss: 1.2976, grad_norm: 5.8473 2021-02-06 06:03:19,766 - mmaction - INFO - Epoch [58][3520/3757] lr: 1.000e-03, eta: 1 day, 16:32:23, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8758, loss_cls: 1.2593, loss: 1.2593, grad_norm: 5.8619 2021-02-06 06:03:59,654 - mmaction - INFO - Epoch [58][3540/3757] lr: 1.000e-03, eta: 1 day, 16:32:29, time: 1.995, data_time: 0.002, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8820, loss_cls: 1.2308, loss: 1.2308, grad_norm: 5.6986 2021-02-06 06:04:34,311 - mmaction - INFO - Epoch [58][3560/3757] lr: 1.000e-03, eta: 1 day, 16:32:30, time: 1.733, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8797, loss_cls: 1.2150, loss: 1.2150, grad_norm: 5.7695 2021-02-06 06:04:56,172 - mmaction - INFO - Epoch [58][3580/3757] lr: 1.000e-03, eta: 1 day, 16:32:15, time: 1.093, data_time: 0.656, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8531, loss_cls: 1.3119, loss: 1.3119, grad_norm: 5.6991 2021-02-06 06:05:05,002 - mmaction - INFO - Epoch [58][3600/3757] lr: 1.000e-03, eta: 1 day, 16:31:46, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.2087, loss: 1.2087, grad_norm: 5.5517 2021-02-06 06:05:24,709 - mmaction - INFO - Epoch [58][3620/3757] lr: 1.000e-03, eta: 1 day, 16:31:29, time: 0.985, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8750, loss_cls: 1.3019, loss: 1.3019, grad_norm: 5.8246 2021-02-06 06:05:59,043 - mmaction - INFO - Epoch [58][3640/3757] lr: 1.000e-03, eta: 1 day, 16:31:29, time: 1.716, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8742, loss_cls: 1.2226, loss: 1.2226, grad_norm: 5.7993 2021-02-06 06:06:07,928 - mmaction - INFO - Epoch [58][3660/3757] lr: 1.000e-03, eta: 1 day, 16:30:59, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.2701, loss: 1.2701, grad_norm: 5.8185 2021-02-06 06:06:16,757 - mmaction - INFO - Epoch [58][3680/3757] lr: 1.000e-03, eta: 1 day, 16:30:29, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2021, loss: 1.2021, grad_norm: 5.6464 2021-02-06 06:06:25,604 - mmaction - INFO - Epoch [58][3700/3757] lr: 1.000e-03, eta: 1 day, 16:30:00, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8680, loss_cls: 1.2557, loss: 1.2557, grad_norm: 5.7757 2021-02-06 06:06:34,419 - mmaction - INFO - Epoch [58][3720/3757] lr: 1.000e-03, eta: 1 day, 16:29:30, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8734, loss_cls: 1.1773, loss: 1.1773, grad_norm: 5.5655 2021-02-06 06:06:43,227 - mmaction - INFO - Epoch [58][3740/3757] lr: 1.000e-03, eta: 1 day, 16:29:00, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2423, loss: 1.2423, grad_norm: 6.0539 2021-02-06 06:06:52,406 - mmaction - INFO - Saving checkpoint at 58 epochs 2021-02-06 06:07:33,482 - mmaction - INFO - Epoch [59][20/3757] lr: 1.000e-03, eta: 1 day, 16:28:33, time: 2.015, data_time: 1.572, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8656, loss_cls: 1.3187, loss: 1.3187, grad_norm: 5.9473 2021-02-06 06:07:42,305 - mmaction - INFO - Epoch [59][40/3757] lr: 1.000e-03, eta: 1 day, 16:28:03, time: 0.441, data_time: 0.002, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8773, loss_cls: 1.2066, loss: 1.2066, grad_norm: 5.7422 2021-02-06 06:07:51,120 - mmaction - INFO - Epoch [59][60/3757] lr: 1.000e-03, eta: 1 day, 16:27:34, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8664, loss_cls: 1.2632, loss: 1.2632, grad_norm: 5.9268 2021-02-06 06:07:59,938 - mmaction - INFO - Epoch [59][80/3757] lr: 1.000e-03, eta: 1 day, 16:27:04, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8773, loss_cls: 1.2193, loss: 1.2193, grad_norm: 5.8084 2021-02-06 06:08:08,793 - mmaction - INFO - Epoch [59][100/3757] lr: 1.000e-03, eta: 1 day, 16:26:34, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8781, loss_cls: 1.2573, loss: 1.2573, grad_norm: 5.8821 2021-02-06 06:08:17,601 - mmaction - INFO - Epoch [59][120/3757] lr: 1.000e-03, eta: 1 day, 16:26:04, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.1999, loss: 1.1999, grad_norm: 5.7393 2021-02-06 06:08:26,534 - mmaction - INFO - Epoch [59][140/3757] lr: 1.000e-03, eta: 1 day, 16:25:35, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8703, loss_cls: 1.2454, loss: 1.2454, grad_norm: 5.8105 2021-02-06 06:08:35,383 - mmaction - INFO - Epoch [59][160/3757] lr: 1.000e-03, eta: 1 day, 16:25:05, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8789, loss_cls: 1.1407, loss: 1.1407, grad_norm: 5.6089 2021-02-06 06:08:44,346 - mmaction - INFO - Epoch [59][180/3757] lr: 1.000e-03, eta: 1 day, 16:24:36, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8758, loss_cls: 1.2363, loss: 1.2363, grad_norm: 5.8490 2021-02-06 06:08:53,317 - mmaction - INFO - Epoch [59][200/3757] lr: 1.000e-03, eta: 1 day, 16:24:06, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8859, loss_cls: 1.2062, loss: 1.2062, grad_norm: 5.7058 2021-02-06 06:09:02,223 - mmaction - INFO - Epoch [59][220/3757] lr: 1.000e-03, eta: 1 day, 16:23:37, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8938, loss_cls: 1.1670, loss: 1.1670, grad_norm: 5.7297 2021-02-06 06:09:11,105 - mmaction - INFO - Epoch [59][240/3757] lr: 1.000e-03, eta: 1 day, 16:23:07, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8766, loss_cls: 1.1902, loss: 1.1902, grad_norm: 5.6649 2021-02-06 06:09:19,989 - mmaction - INFO - Epoch [59][260/3757] lr: 1.000e-03, eta: 1 day, 16:22:37, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8766, loss_cls: 1.1619, loss: 1.1619, grad_norm: 5.6838 2021-02-06 06:09:28,933 - mmaction - INFO - Epoch [59][280/3757] lr: 1.000e-03, eta: 1 day, 16:22:08, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8867, loss_cls: 1.2399, loss: 1.2399, grad_norm: 5.9698 2021-02-06 06:09:37,845 - mmaction - INFO - Epoch [59][300/3757] lr: 1.000e-03, eta: 1 day, 16:21:38, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8812, loss_cls: 1.2269, loss: 1.2269, grad_norm: 5.9896 2021-02-06 06:09:46,759 - mmaction - INFO - Epoch [59][320/3757] lr: 1.000e-03, eta: 1 day, 16:21:09, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8602, loss_cls: 1.2839, loss: 1.2839, grad_norm: 5.8232 2021-02-06 06:09:55,725 - mmaction - INFO - Epoch [59][340/3757] lr: 1.000e-03, eta: 1 day, 16:20:39, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8828, loss_cls: 1.2013, loss: 1.2013, grad_norm: 5.8399 2021-02-06 06:10:04,687 - mmaction - INFO - Epoch [59][360/3757] lr: 1.000e-03, eta: 1 day, 16:20:10, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2241, loss: 1.2241, grad_norm: 5.8404 2021-02-06 06:10:13,529 - mmaction - INFO - Epoch [59][380/3757] lr: 1.000e-03, eta: 1 day, 16:19:40, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8711, loss_cls: 1.2330, loss: 1.2330, grad_norm: 5.8120 2021-02-06 06:10:22,348 - mmaction - INFO - Epoch [59][400/3757] lr: 1.000e-03, eta: 1 day, 16:19:11, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8820, loss_cls: 1.1641, loss: 1.1641, grad_norm: 5.5624 2021-02-06 06:10:31,266 - mmaction - INFO - Epoch [59][420/3757] lr: 1.000e-03, eta: 1 day, 16:18:41, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8727, loss_cls: 1.2684, loss: 1.2684, grad_norm: 5.8788 2021-02-06 06:10:40,121 - mmaction - INFO - Epoch [59][440/3757] lr: 1.000e-03, eta: 1 day, 16:18:12, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8773, loss_cls: 1.1834, loss: 1.1834, grad_norm: 5.7034 2021-02-06 06:10:49,037 - mmaction - INFO - Epoch [59][460/3757] lr: 1.000e-03, eta: 1 day, 16:17:42, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8711, loss_cls: 1.2276, loss: 1.2276, grad_norm: 5.8636 2021-02-06 06:10:57,936 - mmaction - INFO - Epoch [59][480/3757] lr: 1.000e-03, eta: 1 day, 16:17:13, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.1812, loss: 1.1812, grad_norm: 5.7391 2021-02-06 06:11:06,867 - mmaction - INFO - Epoch [59][500/3757] lr: 1.000e-03, eta: 1 day, 16:16:43, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2903, loss: 1.2903, grad_norm: 5.9604 2021-02-06 06:11:15,750 - mmaction - INFO - Epoch [59][520/3757] lr: 1.000e-03, eta: 1 day, 16:16:14, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8883, loss_cls: 1.1502, loss: 1.1502, grad_norm: 5.6491 2021-02-06 06:11:24,707 - mmaction - INFO - Epoch [59][540/3757] lr: 1.000e-03, eta: 1 day, 16:15:44, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8734, loss_cls: 1.2299, loss: 1.2299, grad_norm: 5.7920 2021-02-06 06:11:33,645 - mmaction - INFO - Epoch [59][560/3757] lr: 1.000e-03, eta: 1 day, 16:15:15, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2060, loss: 1.2060, grad_norm: 5.8288 2021-02-06 06:11:42,507 - mmaction - INFO - Epoch [59][580/3757] lr: 1.000e-03, eta: 1 day, 16:14:45, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8797, loss_cls: 1.1793, loss: 1.1793, grad_norm: 5.6715 2021-02-06 06:11:51,388 - mmaction - INFO - Epoch [59][600/3757] lr: 1.000e-03, eta: 1 day, 16:14:16, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8766, loss_cls: 1.2159, loss: 1.2159, grad_norm: 5.7403 2021-02-06 06:12:00,343 - mmaction - INFO - Epoch [59][620/3757] lr: 1.000e-03, eta: 1 day, 16:13:47, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8836, loss_cls: 1.2184, loss: 1.2184, grad_norm: 5.8156 2021-02-06 06:12:09,312 - mmaction - INFO - Epoch [59][640/3757] lr: 1.000e-03, eta: 1 day, 16:13:17, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.2324, loss: 1.2324, grad_norm: 5.7654 2021-02-06 06:12:18,177 - mmaction - INFO - Epoch [59][660/3757] lr: 1.000e-03, eta: 1 day, 16:12:48, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8789, loss_cls: 1.2299, loss: 1.2299, grad_norm: 5.8159 2021-02-06 06:12:27,155 - mmaction - INFO - Epoch [59][680/3757] lr: 1.000e-03, eta: 1 day, 16:12:18, time: 0.449, data_time: 0.005, memory: 7141, top1_acc: 0.6766, top5_acc: 0.8797, loss_cls: 1.2489, loss: 1.2489, grad_norm: 5.7997 2021-02-06 06:12:36,098 - mmaction - INFO - Epoch [59][700/3757] lr: 1.000e-03, eta: 1 day, 16:11:49, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8703, loss_cls: 1.2460, loss: 1.2460, grad_norm: 5.7898 2021-02-06 06:12:44,978 - mmaction - INFO - Epoch [59][720/3757] lr: 1.000e-03, eta: 1 day, 16:11:20, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2101, loss: 1.2101, grad_norm: 5.6976 2021-02-06 06:12:53,907 - mmaction - INFO - Epoch [59][740/3757] lr: 1.000e-03, eta: 1 day, 16:10:50, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8867, loss_cls: 1.1893, loss: 1.1893, grad_norm: 5.7376 2021-02-06 06:13:02,834 - mmaction - INFO - Epoch [59][760/3757] lr: 1.000e-03, eta: 1 day, 16:10:21, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8656, loss_cls: 1.2816, loss: 1.2816, grad_norm: 5.8246 2021-02-06 06:13:11,784 - mmaction - INFO - Epoch [59][780/3757] lr: 1.000e-03, eta: 1 day, 16:09:51, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8516, loss_cls: 1.3205, loss: 1.3205, grad_norm: 5.7660 2021-02-06 06:13:20,790 - mmaction - INFO - Epoch [59][800/3757] lr: 1.000e-03, eta: 1 day, 16:09:22, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8812, loss_cls: 1.2412, loss: 1.2412, grad_norm: 5.7347 2021-02-06 06:14:41,972 - mmaction - INFO - Epoch [59][820/3757] lr: 1.000e-03, eta: 1 day, 16:10:16, time: 4.059, data_time: 3.130, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8672, loss_cls: 1.2641, loss: 1.2641, grad_norm: 5.8285 2021-02-06 06:15:05,171 - mmaction - INFO - Epoch [59][840/3757] lr: 1.000e-03, eta: 1 day, 16:10:03, time: 1.159, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8672, loss_cls: 1.2690, loss: 1.2690, grad_norm: 5.7685 2021-02-06 06:15:35,617 - mmaction - INFO - Epoch [59][860/3757] lr: 1.000e-03, eta: 1 day, 16:09:59, time: 1.523, data_time: 1.065, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1210, loss: 1.1210, grad_norm: 5.6538 2021-02-06 06:17:06,038 - mmaction - INFO - Epoch [59][880/3757] lr: 1.000e-03, eta: 1 day, 16:11:03, time: 4.521, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8773, loss_cls: 1.1790, loss: 1.1790, grad_norm: 5.6081 2021-02-06 06:17:40,476 - mmaction - INFO - Epoch [59][900/3757] lr: 1.000e-03, eta: 1 day, 16:11:03, time: 1.722, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8773, loss_cls: 1.2263, loss: 1.2263, grad_norm: 5.9314 2021-02-06 06:19:09,327 - mmaction - INFO - Epoch [59][920/3757] lr: 1.000e-03, eta: 1 day, 16:12:06, time: 4.442, data_time: 1.396, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8820, loss_cls: 1.1751, loss: 1.1751, grad_norm: 5.5917 2021-02-06 06:20:16,921 - mmaction - INFO - Epoch [59][940/3757] lr: 1.000e-03, eta: 1 day, 16:12:44, time: 3.381, data_time: 1.319, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8594, loss_cls: 1.3628, loss: 1.3628, grad_norm: 6.1264 2021-02-06 06:21:52,522 - mmaction - INFO - Epoch [59][960/3757] lr: 1.000e-03, eta: 1 day, 16:13:54, time: 4.778, data_time: 2.873, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2748, loss: 1.2748, grad_norm: 5.7881 2021-02-06 06:23:33,171 - mmaction - INFO - Epoch [59][980/3757] lr: 1.000e-03, eta: 1 day, 16:15:10, time: 5.034, data_time: 3.170, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8711, loss_cls: 1.2682, loss: 1.2682, grad_norm: 5.8265 2021-02-06 06:24:11,849 - mmaction - INFO - Epoch [59][1000/3757] lr: 1.000e-03, eta: 1 day, 16:15:15, time: 1.934, data_time: 1.488, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8742, loss_cls: 1.2500, loss: 1.2500, grad_norm: 5.9410 2021-02-06 06:24:43,897 - mmaction - INFO - Epoch [59][1020/3757] lr: 1.000e-03, eta: 1 day, 16:15:12, time: 1.601, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8836, loss_cls: 1.1410, loss: 1.1410, grad_norm: 5.6597 2021-02-06 06:24:52,699 - mmaction - INFO - Epoch [59][1040/3757] lr: 1.000e-03, eta: 1 day, 16:14:43, time: 0.441, data_time: 0.002, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8820, loss_cls: 1.1986, loss: 1.1986, grad_norm: 5.7390 2021-02-06 06:25:01,510 - mmaction - INFO - Epoch [59][1060/3757] lr: 1.000e-03, eta: 1 day, 16:14:13, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.2114, loss: 1.2114, grad_norm: 5.6645 2021-02-06 06:25:10,308 - mmaction - INFO - Epoch [59][1080/3757] lr: 1.000e-03, eta: 1 day, 16:13:44, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8742, loss_cls: 1.2626, loss: 1.2626, grad_norm: 6.0191 2021-02-06 06:25:19,168 - mmaction - INFO - Epoch [59][1100/3757] lr: 1.000e-03, eta: 1 day, 16:13:14, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8898, loss_cls: 1.1569, loss: 1.1569, grad_norm: 5.7213 2021-02-06 06:26:29,891 - mmaction - INFO - Epoch [59][1120/3757] lr: 1.000e-03, eta: 1 day, 16:13:56, time: 3.535, data_time: 0.000, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8836, loss_cls: 1.2052, loss: 1.2052, grad_norm: 5.8276 2021-02-06 06:27:02,092 - mmaction - INFO - Epoch [59][1140/3757] lr: 1.000e-03, eta: 1 day, 16:13:53, time: 1.610, data_time: 0.001, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8539, loss_cls: 1.3028, loss: 1.3028, grad_norm: 6.0429 2021-02-06 06:27:16,413 - mmaction - INFO - Epoch [59][1160/3757] lr: 1.000e-03, eta: 1 day, 16:13:29, time: 0.716, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8906, loss_cls: 1.1447, loss: 1.1447, grad_norm: 5.7053 2021-02-06 06:27:35,273 - mmaction - INFO - Epoch [59][1180/3757] lr: 1.000e-03, eta: 1 day, 16:13:11, time: 0.943, data_time: 0.002, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8875, loss_cls: 1.1654, loss: 1.1654, grad_norm: 5.7016 2021-02-06 06:27:44,065 - mmaction - INFO - Epoch [59][1200/3757] lr: 1.000e-03, eta: 1 day, 16:12:42, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2401, loss: 1.2401, grad_norm: 5.8178 2021-02-06 06:28:41,862 - mmaction - INFO - Epoch [59][1220/3757] lr: 1.000e-03, eta: 1 day, 16:13:08, time: 2.890, data_time: 2.444, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8906, loss_cls: 1.1109, loss: 1.1109, grad_norm: 5.6681 2021-02-06 06:28:50,669 - mmaction - INFO - Epoch [59][1240/3757] lr: 1.000e-03, eta: 1 day, 16:12:39, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8898, loss_cls: 1.1364, loss: 1.1364, grad_norm: 5.6486 2021-02-06 06:29:18,890 - mmaction - INFO - Epoch [59][1260/3757] lr: 1.000e-03, eta: 1 day, 16:12:31, time: 1.411, data_time: 0.961, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8719, loss_cls: 1.2443, loss: 1.2443, grad_norm: 5.6833 2021-02-06 06:29:27,693 - mmaction - INFO - Epoch [59][1280/3757] lr: 1.000e-03, eta: 1 day, 16:12:02, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.3013, loss: 1.3013, grad_norm: 5.9357 2021-02-06 06:30:40,438 - mmaction - INFO - Epoch [59][1300/3757] lr: 1.000e-03, eta: 1 day, 16:12:46, time: 3.638, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1471, loss: 1.1471, grad_norm: 5.8355 2021-02-06 06:31:40,462 - mmaction - INFO - Epoch [59][1320/3757] lr: 1.000e-03, eta: 1 day, 16:13:15, time: 3.001, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8711, loss_cls: 1.2397, loss: 1.2397, grad_norm: 5.6755 2021-02-06 06:32:49,991 - mmaction - INFO - Epoch [59][1340/3757] lr: 1.000e-03, eta: 1 day, 16:13:55, time: 3.476, data_time: 0.000, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8641, loss_cls: 1.3156, loss: 1.3156, grad_norm: 5.9982 2021-02-06 06:32:58,836 - mmaction - INFO - Epoch [59][1360/3757] lr: 1.000e-03, eta: 1 day, 16:13:25, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6703, top5_acc: 0.8742, loss_cls: 1.2900, loss: 1.2900, grad_norm: 5.9730 2021-02-06 06:33:48,268 - mmaction - INFO - Epoch [59][1380/3757] lr: 1.000e-03, eta: 1 day, 16:13:42, time: 2.472, data_time: 0.000, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8758, loss_cls: 1.2796, loss: 1.2796, grad_norm: 6.0613 2021-02-06 06:35:18,048 - mmaction - INFO - Epoch [59][1400/3757] lr: 1.000e-03, eta: 1 day, 16:14:45, time: 4.476, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2189, loss: 1.2189, grad_norm: 5.8304 2021-02-06 06:35:55,696 - mmaction - INFO - Epoch [59][1420/3757] lr: 1.000e-03, eta: 1 day, 16:14:48, time: 1.894, data_time: 0.018, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8727, loss_cls: 1.2391, loss: 1.2391, grad_norm: 5.6712 2021-02-06 06:36:55,833 - mmaction - INFO - Epoch [59][1440/3757] lr: 1.000e-03, eta: 1 day, 16:15:17, time: 3.008, data_time: 1.428, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2206, loss: 1.2206, grad_norm: 5.6243 2021-02-06 06:37:55,318 - mmaction - INFO - Epoch [59][1460/3757] lr: 1.000e-03, eta: 1 day, 16:15:46, time: 2.974, data_time: 0.000, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2402, loss: 1.2402, grad_norm: 5.6080 2021-02-06 06:39:00,055 - mmaction - INFO - Epoch [59][1480/3757] lr: 1.000e-03, eta: 1 day, 16:16:20, time: 3.236, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2936, loss: 1.2936, grad_norm: 6.0565 2021-02-06 06:40:40,966 - mmaction - INFO - Epoch [59][1500/3757] lr: 1.000e-03, eta: 1 day, 16:17:35, time: 5.047, data_time: 2.653, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.2095, loss: 1.2095, grad_norm: 5.7875 2021-02-06 06:41:45,914 - mmaction - INFO - Epoch [59][1520/3757] lr: 1.000e-03, eta: 1 day, 16:18:10, time: 3.247, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.2072, loss: 1.2072, grad_norm: 5.6151 2021-02-06 06:42:26,055 - mmaction - INFO - Epoch [59][1540/3757] lr: 1.000e-03, eta: 1 day, 16:18:16, time: 2.006, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8734, loss_cls: 1.2206, loss: 1.2206, grad_norm: 5.8687 2021-02-06 06:42:45,136 - mmaction - INFO - Epoch [59][1560/3757] lr: 1.000e-03, eta: 1 day, 16:17:58, time: 0.955, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.2588, loss: 1.2588, grad_norm: 5.9697 2021-02-06 06:43:16,002 - mmaction - INFO - Epoch [59][1580/3757] lr: 1.000e-03, eta: 1 day, 16:17:53, time: 1.543, data_time: 0.000, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.1886, loss: 1.1886, grad_norm: 5.7147 2021-02-06 06:44:03,612 - mmaction - INFO - Epoch [59][1600/3757] lr: 1.000e-03, eta: 1 day, 16:18:08, time: 2.380, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8789, loss_cls: 1.1862, loss: 1.1862, grad_norm: 5.7880 2021-02-06 06:44:32,066 - mmaction - INFO - Epoch [59][1620/3757] lr: 1.000e-03, eta: 1 day, 16:18:01, time: 1.423, data_time: 0.001, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8609, loss_cls: 1.3149, loss: 1.3149, grad_norm: 5.9190 2021-02-06 06:44:50,273 - mmaction - INFO - Epoch [59][1640/3757] lr: 1.000e-03, eta: 1 day, 16:17:42, time: 0.910, data_time: 0.000, memory: 7141, top1_acc: 0.6664, top5_acc: 0.8484, loss_cls: 1.3624, loss: 1.3624, grad_norm: 5.9426 2021-02-06 06:45:18,851 - mmaction - INFO - Epoch [59][1660/3757] lr: 1.000e-03, eta: 1 day, 16:17:34, time: 1.429, data_time: 0.001, memory: 7141, top1_acc: 0.6687, top5_acc: 0.8539, loss_cls: 1.3261, loss: 1.3261, grad_norm: 5.8392 2021-02-06 06:45:51,102 - mmaction - INFO - Epoch [59][1680/3757] lr: 1.000e-03, eta: 1 day, 16:17:31, time: 1.612, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8703, loss_cls: 1.1982, loss: 1.1982, grad_norm: 5.6992 2021-02-06 06:46:14,987 - mmaction - INFO - Epoch [59][1700/3757] lr: 1.000e-03, eta: 1 day, 16:17:19, time: 1.195, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2007, loss: 1.2007, grad_norm: 5.7750 2021-02-06 06:46:36,937 - mmaction - INFO - Epoch [59][1720/3757] lr: 1.000e-03, eta: 1 day, 16:17:04, time: 1.098, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2694, loss: 1.2694, grad_norm: 5.9188 2021-02-06 06:47:57,362 - mmaction - INFO - Epoch [59][1740/3757] lr: 1.000e-03, eta: 1 day, 16:17:56, time: 4.021, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.1756, loss: 1.1756, grad_norm: 5.5341 2021-02-06 06:48:54,723 - mmaction - INFO - Epoch [59][1760/3757] lr: 1.000e-03, eta: 1 day, 16:18:22, time: 2.868, data_time: 1.275, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8664, loss_cls: 1.2617, loss: 1.2617, grad_norm: 5.8533 2021-02-06 06:49:25,371 - mmaction - INFO - Epoch [59][1780/3757] lr: 1.000e-03, eta: 1 day, 16:18:17, time: 1.532, data_time: 0.000, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8711, loss_cls: 1.2595, loss: 1.2595, grad_norm: 5.8938 2021-02-06 06:49:58,305 - mmaction - INFO - Epoch [59][1800/3757] lr: 1.000e-03, eta: 1 day, 16:18:14, time: 1.647, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8742, loss_cls: 1.1996, loss: 1.1996, grad_norm: 5.6028 2021-02-06 06:50:28,460 - mmaction - INFO - Epoch [59][1820/3757] lr: 1.000e-03, eta: 1 day, 16:18:09, time: 1.508, data_time: 0.001, memory: 7141, top1_acc: 0.6766, top5_acc: 0.8719, loss_cls: 1.2817, loss: 1.2817, grad_norm: 5.8514 2021-02-06 06:50:53,599 - mmaction - INFO - Epoch [59][1840/3757] lr: 1.000e-03, eta: 1 day, 16:17:58, time: 1.257, data_time: 0.012, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8641, loss_cls: 1.2862, loss: 1.2862, grad_norm: 5.9012 2021-02-06 06:51:31,542 - mmaction - INFO - Epoch [59][1860/3757] lr: 1.000e-03, eta: 1 day, 16:18:01, time: 1.897, data_time: 0.113, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8703, loss_cls: 1.2551, loss: 1.2551, grad_norm: 5.9084 2021-02-06 06:51:58,151 - mmaction - INFO - Epoch [59][1880/3757] lr: 1.000e-03, eta: 1 day, 16:17:52, time: 1.330, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8797, loss_cls: 1.2058, loss: 1.2058, grad_norm: 5.7180 2021-02-06 06:52:47,086 - mmaction - INFO - Epoch [59][1900/3757] lr: 1.000e-03, eta: 1 day, 16:18:08, time: 2.446, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8781, loss_cls: 1.2407, loss: 1.2407, grad_norm: 5.7475 2021-02-06 06:53:39,292 - mmaction - INFO - Epoch [59][1920/3757] lr: 1.000e-03, eta: 1 day, 16:18:27, time: 2.611, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8812, loss_cls: 1.2117, loss: 1.2117, grad_norm: 5.7422 2021-02-06 06:54:41,750 - mmaction - INFO - Epoch [59][1940/3757] lr: 1.000e-03, eta: 1 day, 16:18:58, time: 3.122, data_time: 0.010, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8852, loss_cls: 1.2187, loss: 1.2187, grad_norm: 6.0278 2021-02-06 06:55:34,540 - mmaction - INFO - Epoch [59][1960/3757] lr: 1.000e-03, eta: 1 day, 16:19:18, time: 2.640, data_time: 2.198, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8727, loss_cls: 1.3181, loss: 1.3181, grad_norm: 5.8138 2021-02-06 06:56:01,847 - mmaction - INFO - Epoch [59][1980/3757] lr: 1.000e-03, eta: 1 day, 16:19:10, time: 1.365, data_time: 0.000, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8789, loss_cls: 1.2375, loss: 1.2375, grad_norm: 5.7836 2021-02-06 06:56:54,539 - mmaction - INFO - Epoch [59][2000/3757] lr: 1.000e-03, eta: 1 day, 16:19:30, time: 2.635, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8625, loss_cls: 1.2702, loss: 1.2702, grad_norm: 5.6928 2021-02-06 06:57:58,209 - mmaction - INFO - Epoch [59][2020/3757] lr: 1.000e-03, eta: 1 day, 16:20:02, time: 3.183, data_time: 2.737, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8805, loss_cls: 1.2417, loss: 1.2417, grad_norm: 5.9226 2021-02-06 06:58:30,744 - mmaction - INFO - Epoch [59][2040/3757] lr: 1.000e-03, eta: 1 day, 16:19:59, time: 1.628, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8891, loss_cls: 1.1769, loss: 1.1769, grad_norm: 5.7970 2021-02-06 06:59:37,368 - mmaction - INFO - Epoch [59][2060/3757] lr: 1.000e-03, eta: 1 day, 16:20:35, time: 3.331, data_time: 0.000, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.3405, loss: 1.3405, grad_norm: 6.1974 2021-02-06 06:59:46,229 - mmaction - INFO - Epoch [59][2080/3757] lr: 1.000e-03, eta: 1 day, 16:20:05, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8703, loss_cls: 1.2625, loss: 1.2625, grad_norm: 5.8972 2021-02-06 07:00:31,177 - mmaction - INFO - Epoch [59][2100/3757] lr: 1.000e-03, eta: 1 day, 16:20:16, time: 2.248, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8805, loss_cls: 1.1815, loss: 1.1815, grad_norm: 5.6220 2021-02-06 07:01:06,119 - mmaction - INFO - Epoch [59][2120/3757] lr: 1.000e-03, eta: 1 day, 16:20:16, time: 1.747, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1620, loss: 1.1620, grad_norm: 5.6576 2021-02-06 07:01:31,393 - mmaction - INFO - Epoch [59][2140/3757] lr: 1.000e-03, eta: 1 day, 16:20:05, time: 1.264, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8945, loss_cls: 1.2025, loss: 1.2025, grad_norm: 5.6577 2021-02-06 07:02:38,778 - mmaction - INFO - Epoch [59][2160/3757] lr: 1.000e-03, eta: 1 day, 16:20:42, time: 3.369, data_time: 1.444, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2217, loss: 1.2217, grad_norm: 5.7341 2021-02-06 07:03:00,261 - mmaction - INFO - Epoch [59][2180/3757] lr: 1.000e-03, eta: 1 day, 16:20:26, time: 1.075, data_time: 0.081, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8680, loss_cls: 1.3244, loss: 1.3244, grad_norm: 6.2127 2021-02-06 07:04:01,305 - mmaction - INFO - Epoch [59][2200/3757] lr: 1.000e-03, eta: 1 day, 16:20:55, time: 3.051, data_time: 0.000, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8867, loss_cls: 1.1764, loss: 1.1764, grad_norm: 5.7866 2021-02-06 07:04:41,656 - mmaction - INFO - Epoch [59][2220/3757] lr: 1.000e-03, eta: 1 day, 16:21:01, time: 2.018, data_time: 0.002, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8719, loss_cls: 1.1697, loss: 1.1697, grad_norm: 5.6822 2021-02-06 07:06:05,834 - mmaction - INFO - Epoch [59][2240/3757] lr: 1.000e-03, eta: 1 day, 16:21:57, time: 4.209, data_time: 1.238, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8789, loss_cls: 1.2139, loss: 1.2139, grad_norm: 5.7573 2021-02-06 07:07:20,508 - mmaction - INFO - Epoch [59][2260/3757] lr: 1.000e-03, eta: 1 day, 16:22:41, time: 3.735, data_time: 1.282, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8852, loss_cls: 1.1433, loss: 1.1433, grad_norm: 5.6333 2021-02-06 07:07:48,270 - mmaction - INFO - Epoch [59][2280/3757] lr: 1.000e-03, eta: 1 day, 16:22:33, time: 1.388, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8844, loss_cls: 1.1820, loss: 1.1820, grad_norm: 5.6370 2021-02-06 07:08:24,613 - mmaction - INFO - Epoch [59][2300/3757] lr: 1.000e-03, eta: 1 day, 16:22:34, time: 1.817, data_time: 1.373, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8695, loss_cls: 1.2409, loss: 1.2409, grad_norm: 5.8619 2021-02-06 07:08:54,858 - mmaction - INFO - Epoch [59][2320/3757] lr: 1.000e-03, eta: 1 day, 16:22:29, time: 1.513, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8789, loss_cls: 1.2026, loss: 1.2026, grad_norm: 5.8621 2021-02-06 07:09:18,569 - mmaction - INFO - Epoch [59][2340/3757] lr: 1.000e-03, eta: 1 day, 16:22:16, time: 1.185, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8547, loss_cls: 1.3138, loss: 1.3138, grad_norm: 5.9024 2021-02-06 07:09:33,876 - mmaction - INFO - Epoch [59][2360/3757] lr: 1.000e-03, eta: 1 day, 16:21:53, time: 0.766, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8695, loss_cls: 1.2363, loss: 1.2363, grad_norm: 5.7086 2021-02-06 07:10:05,265 - mmaction - INFO - Epoch [59][2380/3757] lr: 1.000e-03, eta: 1 day, 16:21:49, time: 1.569, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8797, loss_cls: 1.1600, loss: 1.1600, grad_norm: 5.7263 2021-02-06 07:11:00,550 - mmaction - INFO - Epoch [59][2400/3757] lr: 1.000e-03, eta: 1 day, 16:22:11, time: 2.765, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8828, loss_cls: 1.1181, loss: 1.1181, grad_norm: 5.5584 2021-02-06 07:11:34,778 - mmaction - INFO - Epoch [59][2420/3757] lr: 1.000e-03, eta: 1 day, 16:22:10, time: 1.711, data_time: 0.000, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8727, loss_cls: 1.2372, loss: 1.2372, grad_norm: 5.9221 2021-02-06 07:12:08,649 - mmaction - INFO - Epoch [59][2440/3757] lr: 1.000e-03, eta: 1 day, 16:22:09, time: 1.694, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8602, loss_cls: 1.2792, loss: 1.2792, grad_norm: 5.8293 2021-02-06 07:13:03,390 - mmaction - INFO - Epoch [59][2460/3757] lr: 1.000e-03, eta: 1 day, 16:22:30, time: 2.736, data_time: 2.291, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8648, loss_cls: 1.2614, loss: 1.2614, grad_norm: 5.8376 2021-02-06 07:13:28,452 - mmaction - INFO - Epoch [59][2480/3757] lr: 1.000e-03, eta: 1 day, 16:22:19, time: 1.254, data_time: 0.001, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3069, loss: 1.3069, grad_norm: 6.0293 2021-02-06 07:13:51,856 - mmaction - INFO - Epoch [59][2500/3757] lr: 1.000e-03, eta: 1 day, 16:22:05, time: 1.170, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.2117, loss: 1.2117, grad_norm: 5.7377 2021-02-06 07:14:48,822 - mmaction - INFO - Epoch [59][2520/3757] lr: 1.000e-03, eta: 1 day, 16:22:30, time: 2.848, data_time: 2.403, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8867, loss_cls: 1.2085, loss: 1.2085, grad_norm: 5.9130 2021-02-06 07:15:05,464 - mmaction - INFO - Epoch [59][2540/3757] lr: 1.000e-03, eta: 1 day, 16:22:09, time: 0.832, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8820, loss_cls: 1.1581, loss: 1.1581, grad_norm: 5.7983 2021-02-06 07:15:39,592 - mmaction - INFO - Epoch [59][2560/3757] lr: 1.000e-03, eta: 1 day, 16:22:07, time: 1.706, data_time: 1.253, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8891, loss_cls: 1.2026, loss: 1.2026, grad_norm: 5.7996 2021-02-06 07:16:14,140 - mmaction - INFO - Epoch [59][2580/3757] lr: 1.000e-03, eta: 1 day, 16:22:07, time: 1.728, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8781, loss_cls: 1.2162, loss: 1.2162, grad_norm: 5.6702 2021-02-06 07:16:48,073 - mmaction - INFO - Epoch [59][2600/3757] lr: 1.000e-03, eta: 1 day, 16:22:05, time: 1.696, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8844, loss_cls: 1.1990, loss: 1.1990, grad_norm: 5.8578 2021-02-06 07:17:08,494 - mmaction - INFO - Epoch [59][2620/3757] lr: 1.000e-03, eta: 1 day, 16:21:48, time: 1.020, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1421, loss: 1.1421, grad_norm: 5.7686 2021-02-06 07:18:40,368 - mmaction - INFO - Epoch [59][2640/3757] lr: 1.000e-03, eta: 1 day, 16:22:52, time: 4.595, data_time: 0.002, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8742, loss_cls: 1.2169, loss: 1.2169, grad_norm: 5.5190 2021-02-06 07:19:55,742 - mmaction - INFO - Epoch [59][2660/3757] lr: 1.000e-03, eta: 1 day, 16:23:37, time: 3.768, data_time: 2.780, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8609, loss_cls: 1.3129, loss: 1.3129, grad_norm: 6.0706 2021-02-06 07:20:57,084 - mmaction - INFO - Epoch [59][2680/3757] lr: 1.000e-03, eta: 1 day, 16:24:06, time: 3.068, data_time: 1.313, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2575, loss: 1.2575, grad_norm: 5.8930 2021-02-06 07:21:30,491 - mmaction - INFO - Epoch [59][2700/3757] lr: 1.000e-03, eta: 1 day, 16:24:04, time: 1.671, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.1673, loss: 1.1673, grad_norm: 5.6996 2021-02-06 07:22:07,456 - mmaction - INFO - Epoch [59][2720/3757] lr: 1.000e-03, eta: 1 day, 16:24:05, time: 1.848, data_time: 1.409, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8672, loss_cls: 1.2786, loss: 1.2786, grad_norm: 5.9290 2021-02-06 07:22:24,822 - mmaction - INFO - Epoch [59][2740/3757] lr: 1.000e-03, eta: 1 day, 16:23:45, time: 0.869, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8789, loss_cls: 1.1950, loss: 1.1950, grad_norm: 5.8598 2021-02-06 07:24:00,359 - mmaction - INFO - Epoch [59][2760/3757] lr: 1.000e-03, eta: 1 day, 16:24:52, time: 4.777, data_time: 1.468, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8758, loss_cls: 1.2070, loss: 1.2070, grad_norm: 5.6588 2021-02-06 07:24:09,275 - mmaction - INFO - Epoch [59][2780/3757] lr: 1.000e-03, eta: 1 day, 16:24:23, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8664, loss_cls: 1.2562, loss: 1.2562, grad_norm: 5.8567 2021-02-06 07:24:31,868 - mmaction - INFO - Epoch [59][2800/3757] lr: 1.000e-03, eta: 1 day, 16:24:08, time: 1.130, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8797, loss_cls: 1.2291, loss: 1.2291, grad_norm: 5.7912 2021-02-06 07:25:12,463 - mmaction - INFO - Epoch [59][2820/3757] lr: 1.000e-03, eta: 1 day, 16:24:14, time: 2.029, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8766, loss_cls: 1.1620, loss: 1.1620, grad_norm: 5.6743 2021-02-06 07:25:36,475 - mmaction - INFO - Epoch [59][2840/3757] lr: 1.000e-03, eta: 1 day, 16:24:01, time: 1.201, data_time: 0.743, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8789, loss_cls: 1.1963, loss: 1.1963, grad_norm: 5.8130 2021-02-06 07:27:01,377 - mmaction - INFO - Epoch [59][2860/3757] lr: 1.000e-03, eta: 1 day, 16:24:56, time: 4.245, data_time: 3.799, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8914, loss_cls: 1.1547, loss: 1.1547, grad_norm: 5.7313 2021-02-06 07:27:25,284 - mmaction - INFO - Epoch [59][2880/3757] lr: 1.000e-03, eta: 1 day, 16:24:43, time: 1.195, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1936, loss: 1.1936, grad_norm: 5.6605 2021-02-06 07:27:59,577 - mmaction - INFO - Epoch [59][2900/3757] lr: 1.000e-03, eta: 1 day, 16:24:42, time: 1.714, data_time: 1.267, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8711, loss_cls: 1.2478, loss: 1.2478, grad_norm: 5.9351 2021-02-06 07:29:08,657 - mmaction - INFO - Epoch [59][2920/3757] lr: 1.000e-03, eta: 1 day, 16:25:19, time: 3.455, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8727, loss_cls: 1.2548, loss: 1.2548, grad_norm: 5.9884 2021-02-06 07:29:38,273 - mmaction - INFO - Epoch [59][2940/3757] lr: 1.000e-03, eta: 1 day, 16:25:13, time: 1.481, data_time: 0.000, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8641, loss_cls: 1.2928, loss: 1.2928, grad_norm: 5.9308 2021-02-06 07:30:50,137 - mmaction - INFO - Epoch [59][2960/3757] lr: 1.000e-03, eta: 1 day, 16:25:53, time: 3.593, data_time: 0.524, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.1757, loss: 1.1757, grad_norm: 5.8256 2021-02-06 07:31:15,255 - mmaction - INFO - Epoch [59][2980/3757] lr: 1.000e-03, eta: 1 day, 16:25:42, time: 1.256, data_time: 0.000, memory: 7141, top1_acc: 0.6719, top5_acc: 0.8672, loss_cls: 1.2954, loss: 1.2954, grad_norm: 6.1132 2021-02-06 07:31:58,334 - mmaction - INFO - Epoch [59][3000/3757] lr: 1.000e-03, eta: 1 day, 16:25:50, time: 2.153, data_time: 0.000, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8797, loss_cls: 1.3097, loss: 1.3097, grad_norm: 6.1308 2021-02-06 07:32:27,401 - mmaction - INFO - Epoch [59][3020/3757] lr: 1.000e-03, eta: 1 day, 16:25:43, time: 1.453, data_time: 0.002, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.2031, loss: 1.2031, grad_norm: 5.5974 2021-02-06 07:32:49,674 - mmaction - INFO - Epoch [59][3040/3757] lr: 1.000e-03, eta: 1 day, 16:25:28, time: 1.114, data_time: 0.663, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8625, loss_cls: 1.2486, loss: 1.2486, grad_norm: 5.7355 2021-02-06 07:33:17,644 - mmaction - INFO - Epoch [59][3060/3757] lr: 1.000e-03, eta: 1 day, 16:25:19, time: 1.398, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2205, loss: 1.2205, grad_norm: 5.8045 2021-02-06 07:34:28,047 - mmaction - INFO - Epoch [59][3080/3757] lr: 1.000e-03, eta: 1 day, 16:25:58, time: 3.521, data_time: 0.002, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8914, loss_cls: 1.2080, loss: 1.2080, grad_norm: 5.8938 2021-02-06 07:34:58,537 - mmaction - INFO - Epoch [59][3100/3757] lr: 1.000e-03, eta: 1 day, 16:25:52, time: 1.525, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.1856, loss: 1.1856, grad_norm: 5.7574 2021-02-06 07:35:54,038 - mmaction - INFO - Epoch [59][3120/3757] lr: 1.000e-03, eta: 1 day, 16:26:15, time: 2.775, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8797, loss_cls: 1.2194, loss: 1.2194, grad_norm: 5.7368 2021-02-06 07:36:21,919 - mmaction - INFO - Epoch [59][3140/3757] lr: 1.000e-03, eta: 1 day, 16:26:06, time: 1.394, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.1914, loss: 1.1914, grad_norm: 5.6889 2021-02-06 07:36:54,191 - mmaction - INFO - Epoch [59][3160/3757] lr: 1.000e-03, eta: 1 day, 16:26:02, time: 1.614, data_time: 0.001, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8688, loss_cls: 1.2905, loss: 1.2905, grad_norm: 6.0717 2021-02-06 07:37:44,069 - mmaction - INFO - Epoch [59][3180/3757] lr: 1.000e-03, eta: 1 day, 16:26:18, time: 2.494, data_time: 1.261, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.2246, loss: 1.2246, grad_norm: 5.8947 2021-02-06 07:38:41,958 - mmaction - INFO - Epoch [59][3200/3757] lr: 1.000e-03, eta: 1 day, 16:26:43, time: 2.894, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8688, loss_cls: 1.2972, loss: 1.2972, grad_norm: 6.0624 2021-02-06 07:39:03,471 - mmaction - INFO - Epoch [59][3220/3757] lr: 1.000e-03, eta: 1 day, 16:26:27, time: 1.076, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8781, loss_cls: 1.2057, loss: 1.2057, grad_norm: 5.7957 2021-02-06 07:39:37,225 - mmaction - INFO - Epoch [59][3240/3757] lr: 1.000e-03, eta: 1 day, 16:26:25, time: 1.687, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8688, loss_cls: 1.2368, loss: 1.2368, grad_norm: 5.7290 2021-02-06 07:40:58,744 - mmaction - INFO - Epoch [59][3260/3757] lr: 1.000e-03, eta: 1 day, 16:27:16, time: 4.076, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.1928, loss: 1.1928, grad_norm: 5.9760 2021-02-06 07:41:28,541 - mmaction - INFO - Epoch [59][3280/3757] lr: 1.000e-03, eta: 1 day, 16:27:09, time: 1.490, data_time: 1.046, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2551, loss: 1.2551, grad_norm: 5.9392 2021-02-06 07:42:29,684 - mmaction - INFO - Epoch [59][3300/3757] lr: 1.000e-03, eta: 1 day, 16:27:37, time: 3.057, data_time: 1.311, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8859, loss_cls: 1.2055, loss: 1.2055, grad_norm: 5.8028 2021-02-06 07:42:58,314 - mmaction - INFO - Epoch [59][3320/3757] lr: 1.000e-03, eta: 1 day, 16:27:29, time: 1.430, data_time: 0.000, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8711, loss_cls: 1.2309, loss: 1.2309, grad_norm: 5.8754 2021-02-06 07:43:28,367 - mmaction - INFO - Epoch [59][3340/3757] lr: 1.000e-03, eta: 1 day, 16:27:23, time: 1.503, data_time: 1.057, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.2282, loss: 1.2282, grad_norm: 6.0340 2021-02-06 07:44:23,698 - mmaction - INFO - Epoch [59][3360/3757] lr: 1.000e-03, eta: 1 day, 16:27:45, time: 2.768, data_time: 2.322, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8586, loss_cls: 1.2683, loss: 1.2683, grad_norm: 5.8165 2021-02-06 07:45:34,730 - mmaction - INFO - Epoch [59][3380/3757] lr: 1.000e-03, eta: 1 day, 16:28:24, time: 3.552, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8945, loss_cls: 1.1308, loss: 1.1308, grad_norm: 5.5867 2021-02-06 07:45:43,572 - mmaction - INFO - Epoch [59][3400/3757] lr: 1.000e-03, eta: 1 day, 16:27:54, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2659, loss: 1.2659, grad_norm: 5.9272 2021-02-06 07:46:35,655 - mmaction - INFO - Epoch [59][3420/3757] lr: 1.000e-03, eta: 1 day, 16:28:12, time: 2.603, data_time: 1.495, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.2920, loss: 1.2920, grad_norm: 5.9875 2021-02-06 07:47:27,000 - mmaction - INFO - Epoch [59][3440/3757] lr: 1.000e-03, eta: 1 day, 16:28:29, time: 2.568, data_time: 1.303, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8836, loss_cls: 1.1672, loss: 1.1672, grad_norm: 5.8491 2021-02-06 07:48:00,169 - mmaction - INFO - Epoch [59][3460/3757] lr: 1.000e-03, eta: 1 day, 16:28:27, time: 1.658, data_time: 0.000, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8836, loss_cls: 1.2422, loss: 1.2422, grad_norm: 6.0171 2021-02-06 07:49:08,404 - mmaction - INFO - Epoch [59][3480/3757] lr: 1.000e-03, eta: 1 day, 16:29:03, time: 3.412, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8859, loss_cls: 1.2093, loss: 1.2093, grad_norm: 5.8302 2021-02-06 07:49:17,247 - mmaction - INFO - Epoch [59][3500/3757] lr: 1.000e-03, eta: 1 day, 16:28:32, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2371, loss: 1.2371, grad_norm: 6.0681 2021-02-06 07:51:00,486 - mmaction - INFO - Epoch [59][3520/3757] lr: 1.000e-03, eta: 1 day, 16:29:47, time: 5.162, data_time: 1.421, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2402, loss: 1.2402, grad_norm: 5.8081 2021-02-06 07:51:35,002 - mmaction - INFO - Epoch [59][3540/3757] lr: 1.000e-03, eta: 1 day, 16:29:46, time: 1.725, data_time: 1.284, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8812, loss_cls: 1.2509, loss: 1.2509, grad_norm: 5.9552 2021-02-06 07:52:42,849 - mmaction - INFO - Epoch [59][3560/3757] lr: 1.000e-03, eta: 1 day, 16:30:21, time: 3.393, data_time: 2.938, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2109, loss: 1.2109, grad_norm: 5.9414 2021-02-06 07:53:41,201 - mmaction - INFO - Epoch [59][3580/3757] lr: 1.000e-03, eta: 1 day, 16:30:46, time: 2.917, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8875, loss_cls: 1.1462, loss: 1.1462, grad_norm: 5.6634 2021-02-06 07:54:40,167 - mmaction - INFO - Epoch [59][3600/3757] lr: 1.000e-03, eta: 1 day, 16:31:12, time: 2.949, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1482, loss: 1.1482, grad_norm: 5.8769 2021-02-06 07:55:18,888 - mmaction - INFO - Epoch [59][3620/3757] lr: 1.000e-03, eta: 1 day, 16:31:15, time: 1.936, data_time: 0.000, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8828, loss_cls: 1.2125, loss: 1.2125, grad_norm: 5.8046 2021-02-06 07:56:45,198 - mmaction - INFO - Epoch [59][3640/3757] lr: 1.000e-03, eta: 1 day, 16:32:11, time: 4.315, data_time: 0.000, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1194, loss: 1.1194, grad_norm: 5.6038 2021-02-06 07:57:21,588 - mmaction - INFO - Epoch [59][3660/3757] lr: 1.000e-03, eta: 1 day, 16:32:11, time: 1.819, data_time: 0.000, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8758, loss_cls: 1.2646, loss: 1.2646, grad_norm: 5.8523 2021-02-06 07:57:55,652 - mmaction - INFO - Epoch [59][3680/3757] lr: 1.000e-03, eta: 1 day, 16:32:09, time: 1.703, data_time: 0.000, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8680, loss_cls: 1.2445, loss: 1.2445, grad_norm: 5.7895 2021-02-06 07:58:04,866 - mmaction - INFO - Epoch [59][3700/3757] lr: 1.000e-03, eta: 1 day, 16:31:39, time: 0.460, data_time: 0.021, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8664, loss_cls: 1.2719, loss: 1.2719, grad_norm: 6.0230 2021-02-06 07:58:13,638 - mmaction - INFO - Epoch [59][3720/3757] lr: 1.000e-03, eta: 1 day, 16:31:09, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8656, loss_cls: 1.3035, loss: 1.3035, grad_norm: 5.9865 2021-02-06 07:58:22,414 - mmaction - INFO - Epoch [59][3740/3757] lr: 1.000e-03, eta: 1 day, 16:30:39, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8398, loss_cls: 1.3473, loss: 1.3473, grad_norm: 5.9757 2021-02-06 07:58:41,654 - mmaction - INFO - Saving checkpoint at 59 epochs 2021-02-06 07:59:45,499 - mmaction - INFO - Epoch [60][20/3757] lr: 1.000e-03, eta: 1 day, 16:30:35, time: 3.150, data_time: 2.689, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8891, loss_cls: 1.1142, loss: 1.1142, grad_norm: 5.5293 2021-02-06 07:59:54,355 - mmaction - INFO - Epoch [60][40/3757] lr: 1.000e-03, eta: 1 day, 16:30:05, time: 0.443, data_time: 0.005, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8820, loss_cls: 1.1832, loss: 1.1832, grad_norm: 5.6624 2021-02-06 08:00:03,195 - mmaction - INFO - Epoch [60][60/3757] lr: 1.000e-03, eta: 1 day, 16:29:35, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8789, loss_cls: 1.2417, loss: 1.2417, grad_norm: 5.7530 2021-02-06 08:00:11,991 - mmaction - INFO - Epoch [60][80/3757] lr: 1.000e-03, eta: 1 day, 16:29:04, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8711, loss_cls: 1.2665, loss: 1.2665, grad_norm: 5.8364 2021-02-06 08:00:20,784 - mmaction - INFO - Epoch [60][100/3757] lr: 1.000e-03, eta: 1 day, 16:28:34, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1717, loss: 1.1717, grad_norm: 5.6642 2021-02-06 08:00:29,595 - mmaction - INFO - Epoch [60][120/3757] lr: 1.000e-03, eta: 1 day, 16:28:04, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1386, loss: 1.1386, grad_norm: 5.5286 2021-02-06 08:00:38,389 - mmaction - INFO - Epoch [60][140/3757] lr: 1.000e-03, eta: 1 day, 16:27:34, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.2161, loss: 1.2161, grad_norm: 5.6747 2021-02-06 08:00:47,224 - mmaction - INFO - Epoch [60][160/3757] lr: 1.000e-03, eta: 1 day, 16:27:04, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8781, loss_cls: 1.1916, loss: 1.1916, grad_norm: 5.7304 2021-02-06 08:00:56,094 - mmaction - INFO - Epoch [60][180/3757] lr: 1.000e-03, eta: 1 day, 16:26:34, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8930, loss_cls: 1.1456, loss: 1.1456, grad_norm: 5.7734 2021-02-06 08:01:04,949 - mmaction - INFO - Epoch [60][200/3757] lr: 1.000e-03, eta: 1 day, 16:26:04, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.1970, loss: 1.1970, grad_norm: 5.7778 2021-02-06 08:01:13,829 - mmaction - INFO - Epoch [60][220/3757] lr: 1.000e-03, eta: 1 day, 16:25:34, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8852, loss_cls: 1.1976, loss: 1.1976, grad_norm: 5.9456 2021-02-06 08:01:22,651 - mmaction - INFO - Epoch [60][240/3757] lr: 1.000e-03, eta: 1 day, 16:25:04, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8938, loss_cls: 1.1830, loss: 1.1830, grad_norm: 5.9247 2021-02-06 08:01:31,496 - mmaction - INFO - Epoch [60][260/3757] lr: 1.000e-03, eta: 1 day, 16:24:34, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8805, loss_cls: 1.2456, loss: 1.2456, grad_norm: 6.1091 2021-02-06 08:01:40,325 - mmaction - INFO - Epoch [60][280/3757] lr: 1.000e-03, eta: 1 day, 16:24:04, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8734, loss_cls: 1.2673, loss: 1.2673, grad_norm: 5.9019 2021-02-06 08:01:49,152 - mmaction - INFO - Epoch [60][300/3757] lr: 1.000e-03, eta: 1 day, 16:23:34, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2132, loss: 1.2132, grad_norm: 5.8670 2021-02-06 08:01:57,969 - mmaction - INFO - Epoch [60][320/3757] lr: 1.000e-03, eta: 1 day, 16:23:04, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8961, loss_cls: 1.1303, loss: 1.1303, grad_norm: 5.6626 2021-02-06 08:02:06,839 - mmaction - INFO - Epoch [60][340/3757] lr: 1.000e-03, eta: 1 day, 16:22:34, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8719, loss_cls: 1.2454, loss: 1.2454, grad_norm: 5.9729 2021-02-06 08:02:15,778 - mmaction - INFO - Epoch [60][360/3757] lr: 1.000e-03, eta: 1 day, 16:22:04, time: 0.447, data_time: 0.002, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8789, loss_cls: 1.1991, loss: 1.1991, grad_norm: 5.8990 2021-02-06 08:02:24,687 - mmaction - INFO - Epoch [60][380/3757] lr: 1.000e-03, eta: 1 day, 16:21:34, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8812, loss_cls: 1.1945, loss: 1.1945, grad_norm: 5.6723 2021-02-06 08:02:33,635 - mmaction - INFO - Epoch [60][400/3757] lr: 1.000e-03, eta: 1 day, 16:21:04, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3314, loss: 1.3314, grad_norm: 6.2999 2021-02-06 08:02:42,530 - mmaction - INFO - Epoch [60][420/3757] lr: 1.000e-03, eta: 1 day, 16:20:34, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8766, loss_cls: 1.2546, loss: 1.2546, grad_norm: 6.2576 2021-02-06 08:02:51,436 - mmaction - INFO - Epoch [60][440/3757] lr: 1.000e-03, eta: 1 day, 16:20:04, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2631, loss: 1.2631, grad_norm: 6.1476 2021-02-06 08:03:00,316 - mmaction - INFO - Epoch [60][460/3757] lr: 1.000e-03, eta: 1 day, 16:19:34, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8617, loss_cls: 1.2830, loss: 1.2830, grad_norm: 5.9778 2021-02-06 08:03:09,197 - mmaction - INFO - Epoch [60][480/3757] lr: 1.000e-03, eta: 1 day, 16:19:04, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.1578, loss: 1.1578, grad_norm: 5.8144 2021-02-06 08:03:18,120 - mmaction - INFO - Epoch [60][500/3757] lr: 1.000e-03, eta: 1 day, 16:18:34, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8836, loss_cls: 1.1899, loss: 1.1899, grad_norm: 5.8543 2021-02-06 08:03:27,010 - mmaction - INFO - Epoch [60][520/3757] lr: 1.000e-03, eta: 1 day, 16:18:04, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6641, top5_acc: 0.8711, loss_cls: 1.2898, loss: 1.2898, grad_norm: 6.0891 2021-02-06 08:03:35,868 - mmaction - INFO - Epoch [60][540/3757] lr: 1.000e-03, eta: 1 day, 16:17:34, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8828, loss_cls: 1.1473, loss: 1.1473, grad_norm: 5.7630 2021-02-06 08:03:44,788 - mmaction - INFO - Epoch [60][560/3757] lr: 1.000e-03, eta: 1 day, 16:17:04, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.1986, loss: 1.1986, grad_norm: 5.9175 2021-02-06 08:03:53,755 - mmaction - INFO - Epoch [60][580/3757] lr: 1.000e-03, eta: 1 day, 16:16:35, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.1087, loss: 1.1087, grad_norm: 5.6255 2021-02-06 08:04:02,710 - mmaction - INFO - Epoch [60][600/3757] lr: 1.000e-03, eta: 1 day, 16:16:05, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8852, loss_cls: 1.1806, loss: 1.1806, grad_norm: 5.9230 2021-02-06 08:04:11,601 - mmaction - INFO - Epoch [60][620/3757] lr: 1.000e-03, eta: 1 day, 16:15:35, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8680, loss_cls: 1.2568, loss: 1.2568, grad_norm: 5.8464 2021-02-06 08:04:20,491 - mmaction - INFO - Epoch [60][640/3757] lr: 1.000e-03, eta: 1 day, 16:15:05, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2786, loss: 1.2786, grad_norm: 6.0749 2021-02-06 08:04:29,379 - mmaction - INFO - Epoch [60][660/3757] lr: 1.000e-03, eta: 1 day, 16:14:35, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2186, loss: 1.2186, grad_norm: 5.9219 2021-02-06 08:04:38,289 - mmaction - INFO - Epoch [60][680/3757] lr: 1.000e-03, eta: 1 day, 16:14:05, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.2757, loss: 1.2757, grad_norm: 5.8964 2021-02-06 08:04:47,196 - mmaction - INFO - Epoch [60][700/3757] lr: 1.000e-03, eta: 1 day, 16:13:35, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.2041, loss: 1.2041, grad_norm: 6.0744 2021-02-06 08:04:56,109 - mmaction - INFO - Epoch [60][720/3757] lr: 1.000e-03, eta: 1 day, 16:13:06, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8680, loss_cls: 1.2612, loss: 1.2612, grad_norm: 6.0208 2021-02-06 08:05:05,003 - mmaction - INFO - Epoch [60][740/3757] lr: 1.000e-03, eta: 1 day, 16:12:36, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.2542, loss: 1.2542, grad_norm: 5.8733 2021-02-06 08:05:13,903 - mmaction - INFO - Epoch [60][760/3757] lr: 1.000e-03, eta: 1 day, 16:12:06, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2441, loss: 1.2441, grad_norm: 6.0294 2021-02-06 08:05:22,865 - mmaction - INFO - Epoch [60][780/3757] lr: 1.000e-03, eta: 1 day, 16:11:36, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8797, loss_cls: 1.2081, loss: 1.2081, grad_norm: 5.7328 2021-02-06 08:05:31,738 - mmaction - INFO - Epoch [60][800/3757] lr: 1.000e-03, eta: 1 day, 16:11:06, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8844, loss_cls: 1.1809, loss: 1.1809, grad_norm: 5.7416 2021-02-06 08:05:40,681 - mmaction - INFO - Epoch [60][820/3757] lr: 1.000e-03, eta: 1 day, 16:10:36, time: 0.447, data_time: 0.002, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8922, loss_cls: 1.1636, loss: 1.1636, grad_norm: 5.8409 2021-02-06 08:05:49,611 - mmaction - INFO - Epoch [60][840/3757] lr: 1.000e-03, eta: 1 day, 16:10:07, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.2106, loss: 1.2106, grad_norm: 5.6152 2021-02-06 08:05:58,519 - mmaction - INFO - Epoch [60][860/3757] lr: 1.000e-03, eta: 1 day, 16:09:37, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8906, loss_cls: 1.1767, loss: 1.1767, grad_norm: 5.9520 2021-02-06 08:06:07,442 - mmaction - INFO - Epoch [60][880/3757] lr: 1.000e-03, eta: 1 day, 16:09:07, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8789, loss_cls: 1.1864, loss: 1.1864, grad_norm: 5.6477 2021-02-06 08:06:16,314 - mmaction - INFO - Epoch [60][900/3757] lr: 1.000e-03, eta: 1 day, 16:08:37, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8641, loss_cls: 1.2365, loss: 1.2365, grad_norm: 5.8322 2021-02-06 08:06:25,176 - mmaction - INFO - Epoch [60][920/3757] lr: 1.000e-03, eta: 1 day, 16:08:07, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2348, loss: 1.2348, grad_norm: 5.8626 2021-02-06 08:06:34,121 - mmaction - INFO - Epoch [60][940/3757] lr: 1.000e-03, eta: 1 day, 16:07:38, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8773, loss_cls: 1.2331, loss: 1.2331, grad_norm: 5.8169 2021-02-06 08:06:43,041 - mmaction - INFO - Epoch [60][960/3757] lr: 1.000e-03, eta: 1 day, 16:07:08, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.2001, loss: 1.2001, grad_norm: 5.7474 2021-02-06 08:06:51,992 - mmaction - INFO - Epoch [60][980/3757] lr: 1.000e-03, eta: 1 day, 16:06:38, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8773, loss_cls: 1.1898, loss: 1.1898, grad_norm: 5.7997 2021-02-06 08:07:00,819 - mmaction - INFO - Epoch [60][1000/3757] lr: 1.000e-03, eta: 1 day, 16:06:08, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8867, loss_cls: 1.2036, loss: 1.2036, grad_norm: 5.8800 2021-02-06 08:07:09,715 - mmaction - INFO - Epoch [60][1020/3757] lr: 1.000e-03, eta: 1 day, 16:05:39, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8797, loss_cls: 1.2480, loss: 1.2480, grad_norm: 6.0193 2021-02-06 08:07:18,648 - mmaction - INFO - Epoch [60][1040/3757] lr: 1.000e-03, eta: 1 day, 16:05:09, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.9062, loss_cls: 1.1201, loss: 1.1201, grad_norm: 5.7945 2021-02-06 08:07:27,535 - mmaction - INFO - Epoch [60][1060/3757] lr: 1.000e-03, eta: 1 day, 16:04:39, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8711, loss_cls: 1.2157, loss: 1.2157, grad_norm: 5.7414 2021-02-06 08:07:36,435 - mmaction - INFO - Epoch [60][1080/3757] lr: 1.000e-03, eta: 1 day, 16:04:09, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8695, loss_cls: 1.2096, loss: 1.2096, grad_norm: 5.8974 2021-02-06 08:07:45,357 - mmaction - INFO - Epoch [60][1100/3757] lr: 1.000e-03, eta: 1 day, 16:03:40, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.3237, loss: 1.3237, grad_norm: 5.9949 2021-02-06 08:07:54,287 - mmaction - INFO - Epoch [60][1120/3757] lr: 1.000e-03, eta: 1 day, 16:03:10, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8594, loss_cls: 1.2548, loss: 1.2548, grad_norm: 5.8675 2021-02-06 08:08:03,222 - mmaction - INFO - Epoch [60][1140/3757] lr: 1.000e-03, eta: 1 day, 16:02:40, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8688, loss_cls: 1.2400, loss: 1.2400, grad_norm: 5.8896 2021-02-06 08:08:12,129 - mmaction - INFO - Epoch [60][1160/3757] lr: 1.000e-03, eta: 1 day, 16:02:11, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8750, loss_cls: 1.2297, loss: 1.2297, grad_norm: 5.8415 2021-02-06 08:08:20,998 - mmaction - INFO - Epoch [60][1180/3757] lr: 1.000e-03, eta: 1 day, 16:01:41, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8586, loss_cls: 1.2563, loss: 1.2563, grad_norm: 5.8870 2021-02-06 08:08:29,851 - mmaction - INFO - Epoch [60][1200/3757] lr: 1.000e-03, eta: 1 day, 16:01:11, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2377, loss: 1.2377, grad_norm: 5.8869 2021-02-06 08:08:38,740 - mmaction - INFO - Epoch [60][1220/3757] lr: 1.000e-03, eta: 1 day, 16:00:41, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.2078, loss: 1.2078, grad_norm: 5.7413 2021-02-06 08:08:47,665 - mmaction - INFO - Epoch [60][1240/3757] lr: 1.000e-03, eta: 1 day, 16:00:12, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8711, loss_cls: 1.2592, loss: 1.2592, grad_norm: 5.9314 2021-02-06 08:08:56,511 - mmaction - INFO - Epoch [60][1260/3757] lr: 1.000e-03, eta: 1 day, 15:59:42, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8766, loss_cls: 1.1742, loss: 1.1742, grad_norm: 5.7220 2021-02-06 08:09:05,436 - mmaction - INFO - Epoch [60][1280/3757] lr: 1.000e-03, eta: 1 day, 15:59:12, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8734, loss_cls: 1.2158, loss: 1.2158, grad_norm: 5.7428 2021-02-06 08:09:14,350 - mmaction - INFO - Epoch [60][1300/3757] lr: 1.000e-03, eta: 1 day, 15:58:43, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1257, loss: 1.1257, grad_norm: 5.7037 2021-02-06 08:09:23,288 - mmaction - INFO - Epoch [60][1320/3757] lr: 1.000e-03, eta: 1 day, 15:58:13, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1765, loss: 1.1765, grad_norm: 5.7792 2021-02-06 08:09:32,216 - mmaction - INFO - Epoch [60][1340/3757] lr: 1.000e-03, eta: 1 day, 15:57:43, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1676, loss: 1.1676, grad_norm: 5.8840 2021-02-06 08:09:41,086 - mmaction - INFO - Epoch [60][1360/3757] lr: 1.000e-03, eta: 1 day, 15:57:14, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.1945, loss: 1.1945, grad_norm: 5.8566 2021-02-06 08:09:50,007 - mmaction - INFO - Epoch [60][1380/3757] lr: 1.000e-03, eta: 1 day, 15:56:44, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8641, loss_cls: 1.3184, loss: 1.3184, grad_norm: 5.9453 2021-02-06 08:09:58,982 - mmaction - INFO - Epoch [60][1400/3757] lr: 1.000e-03, eta: 1 day, 15:56:15, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8789, loss_cls: 1.1674, loss: 1.1674, grad_norm: 5.7024 2021-02-06 08:10:07,879 - mmaction - INFO - Epoch [60][1420/3757] lr: 1.000e-03, eta: 1 day, 15:55:45, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.1751, loss: 1.1751, grad_norm: 5.7486 2021-02-06 08:10:16,764 - mmaction - INFO - Epoch [60][1440/3757] lr: 1.000e-03, eta: 1 day, 15:55:15, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8742, loss_cls: 1.2851, loss: 1.2851, grad_norm: 6.0780 2021-02-06 08:10:25,679 - mmaction - INFO - Epoch [60][1460/3757] lr: 1.000e-03, eta: 1 day, 15:54:46, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8758, loss_cls: 1.2073, loss: 1.2073, grad_norm: 5.7588 2021-02-06 08:10:34,494 - mmaction - INFO - Epoch [60][1480/3757] lr: 1.000e-03, eta: 1 day, 15:54:16, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8750, loss_cls: 1.2534, loss: 1.2534, grad_norm: 6.0690 2021-02-06 08:10:43,313 - mmaction - INFO - Epoch [60][1500/3757] lr: 1.000e-03, eta: 1 day, 15:53:46, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8852, loss_cls: 1.1699, loss: 1.1699, grad_norm: 5.8859 2021-02-06 08:10:52,158 - mmaction - INFO - Epoch [60][1520/3757] lr: 1.000e-03, eta: 1 day, 15:53:17, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8961, loss_cls: 1.1202, loss: 1.1202, grad_norm: 5.6799 2021-02-06 08:11:01,052 - mmaction - INFO - Epoch [60][1540/3757] lr: 1.000e-03, eta: 1 day, 15:52:47, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8883, loss_cls: 1.1871, loss: 1.1871, grad_norm: 5.9590 2021-02-06 08:11:09,948 - mmaction - INFO - Epoch [60][1560/3757] lr: 1.000e-03, eta: 1 day, 15:52:17, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2475, loss: 1.2475, grad_norm: 5.8425 2021-02-06 08:11:18,835 - mmaction - INFO - Epoch [60][1580/3757] lr: 1.000e-03, eta: 1 day, 15:51:48, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2146, loss: 1.2146, grad_norm: 6.0294 2021-02-06 08:11:27,702 - mmaction - INFO - Epoch [60][1600/3757] lr: 1.000e-03, eta: 1 day, 15:51:18, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8789, loss_cls: 1.2370, loss: 1.2370, grad_norm: 5.8722 2021-02-06 08:11:36,583 - mmaction - INFO - Epoch [60][1620/3757] lr: 1.000e-03, eta: 1 day, 15:50:48, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6750, top5_acc: 0.8703, loss_cls: 1.3172, loss: 1.3172, grad_norm: 6.0286 2021-02-06 08:11:45,500 - mmaction - INFO - Epoch [60][1640/3757] lr: 1.000e-03, eta: 1 day, 15:50:19, time: 0.446, data_time: 0.004, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8922, loss_cls: 1.1201, loss: 1.1201, grad_norm: 5.8351 2021-02-06 08:11:54,409 - mmaction - INFO - Epoch [60][1660/3757] lr: 1.000e-03, eta: 1 day, 15:49:49, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.1944, loss: 1.1944, grad_norm: 5.9575 2021-02-06 08:12:03,319 - mmaction - INFO - Epoch [60][1680/3757] lr: 1.000e-03, eta: 1 day, 15:49:20, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.1901, loss: 1.1901, grad_norm: 6.0062 2021-02-06 08:12:12,218 - mmaction - INFO - Epoch [60][1700/3757] lr: 1.000e-03, eta: 1 day, 15:48:50, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8719, loss_cls: 1.1801, loss: 1.1801, grad_norm: 5.7429 2021-02-06 08:12:21,094 - mmaction - INFO - Epoch [60][1720/3757] lr: 1.000e-03, eta: 1 day, 15:48:21, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8742, loss_cls: 1.2897, loss: 1.2897, grad_norm: 6.0821 2021-02-06 08:12:30,004 - mmaction - INFO - Epoch [60][1740/3757] lr: 1.000e-03, eta: 1 day, 15:47:51, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8797, loss_cls: 1.1658, loss: 1.1658, grad_norm: 5.7335 2021-02-06 08:12:38,905 - mmaction - INFO - Epoch [60][1760/3757] lr: 1.000e-03, eta: 1 day, 15:47:22, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8867, loss_cls: 1.1924, loss: 1.1924, grad_norm: 5.8478 2021-02-06 08:12:47,783 - mmaction - INFO - Epoch [60][1780/3757] lr: 1.000e-03, eta: 1 day, 15:46:52, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8711, loss_cls: 1.2301, loss: 1.2301, grad_norm: 5.9246 2021-02-06 08:12:56,679 - mmaction - INFO - Epoch [60][1800/3757] lr: 1.000e-03, eta: 1 day, 15:46:23, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.2200, loss: 1.2200, grad_norm: 5.8352 2021-02-06 08:13:05,589 - mmaction - INFO - Epoch [60][1820/3757] lr: 1.000e-03, eta: 1 day, 15:45:53, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8703, loss_cls: 1.2857, loss: 1.2857, grad_norm: 6.2124 2021-02-06 08:13:14,513 - mmaction - INFO - Epoch [60][1840/3757] lr: 1.000e-03, eta: 1 day, 15:45:24, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8664, loss_cls: 1.2097, loss: 1.2097, grad_norm: 5.7590 2021-02-06 08:13:23,360 - mmaction - INFO - Epoch [60][1860/3757] lr: 1.000e-03, eta: 1 day, 15:44:54, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8883, loss_cls: 1.1617, loss: 1.1617, grad_norm: 5.8060 2021-02-06 08:13:32,214 - mmaction - INFO - Epoch [60][1880/3757] lr: 1.000e-03, eta: 1 day, 15:44:24, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8805, loss_cls: 1.2001, loss: 1.2001, grad_norm: 5.9254 2021-02-06 08:13:41,077 - mmaction - INFO - Epoch [60][1900/3757] lr: 1.000e-03, eta: 1 day, 15:43:55, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8766, loss_cls: 1.2234, loss: 1.2234, grad_norm: 5.8936 2021-02-06 08:13:50,003 - mmaction - INFO - Epoch [60][1920/3757] lr: 1.000e-03, eta: 1 day, 15:43:25, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8938, loss_cls: 1.1725, loss: 1.1725, grad_norm: 5.7797 2021-02-06 08:13:58,976 - mmaction - INFO - Epoch [60][1940/3757] lr: 1.000e-03, eta: 1 day, 15:42:56, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.1654, loss: 1.1654, grad_norm: 5.7276 2021-02-06 08:14:07,822 - mmaction - INFO - Epoch [60][1960/3757] lr: 1.000e-03, eta: 1 day, 15:42:26, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8898, loss_cls: 1.1673, loss: 1.1673, grad_norm: 5.8444 2021-02-06 08:14:16,692 - mmaction - INFO - Epoch [60][1980/3757] lr: 1.000e-03, eta: 1 day, 15:41:57, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8922, loss_cls: 1.1283, loss: 1.1283, grad_norm: 5.7568 2021-02-06 08:14:25,589 - mmaction - INFO - Epoch [60][2000/3757] lr: 1.000e-03, eta: 1 day, 15:41:27, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1601, loss: 1.1601, grad_norm: 5.7867 2021-02-06 08:14:34,487 - mmaction - INFO - Epoch [60][2020/3757] lr: 1.000e-03, eta: 1 day, 15:40:58, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.9000, loss_cls: 1.1648, loss: 1.1648, grad_norm: 5.7469 2021-02-06 08:14:43,385 - mmaction - INFO - Epoch [60][2040/3757] lr: 1.000e-03, eta: 1 day, 15:40:29, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2577, loss: 1.2577, grad_norm: 5.8383 2021-02-06 08:14:52,258 - mmaction - INFO - Epoch [60][2060/3757] lr: 1.000e-03, eta: 1 day, 15:39:59, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6422, top5_acc: 0.8547, loss_cls: 1.4135, loss: 1.4135, grad_norm: 6.2962 2021-02-06 08:15:01,157 - mmaction - INFO - Epoch [60][2080/3757] lr: 1.000e-03, eta: 1 day, 15:39:30, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8844, loss_cls: 1.1398, loss: 1.1398, grad_norm: 5.8007 2021-02-06 08:15:10,031 - mmaction - INFO - Epoch [60][2100/3757] lr: 1.000e-03, eta: 1 day, 15:39:00, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.1903, loss: 1.1903, grad_norm: 5.7409 2021-02-06 08:15:18,920 - mmaction - INFO - Epoch [60][2120/3757] lr: 1.000e-03, eta: 1 day, 15:38:31, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8641, loss_cls: 1.2395, loss: 1.2395, grad_norm: 5.8466 2021-02-06 08:15:27,842 - mmaction - INFO - Epoch [60][2140/3757] lr: 1.000e-03, eta: 1 day, 15:38:01, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8648, loss_cls: 1.2357, loss: 1.2357, grad_norm: 5.7695 2021-02-06 08:15:36,724 - mmaction - INFO - Epoch [60][2160/3757] lr: 1.000e-03, eta: 1 day, 15:37:32, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8703, loss_cls: 1.2214, loss: 1.2214, grad_norm: 5.7314 2021-02-06 08:15:45,656 - mmaction - INFO - Epoch [60][2180/3757] lr: 1.000e-03, eta: 1 day, 15:37:02, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8742, loss_cls: 1.2922, loss: 1.2922, grad_norm: 6.1638 2021-02-06 08:15:54,607 - mmaction - INFO - Epoch [60][2200/3757] lr: 1.000e-03, eta: 1 day, 15:36:33, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8930, loss_cls: 1.1461, loss: 1.1461, grad_norm: 5.7918 2021-02-06 08:16:03,455 - mmaction - INFO - Epoch [60][2220/3757] lr: 1.000e-03, eta: 1 day, 15:36:04, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8758, loss_cls: 1.2452, loss: 1.2452, grad_norm: 6.0970 2021-02-06 08:16:12,371 - mmaction - INFO - Epoch [60][2240/3757] lr: 1.000e-03, eta: 1 day, 15:35:34, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.1537, loss: 1.1537, grad_norm: 5.8423 2021-02-06 08:16:21,210 - mmaction - INFO - Epoch [60][2260/3757] lr: 1.000e-03, eta: 1 day, 15:35:05, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.2655, loss: 1.2655, grad_norm: 5.8434 2021-02-06 08:16:30,090 - mmaction - INFO - Epoch [60][2280/3757] lr: 1.000e-03, eta: 1 day, 15:34:35, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8812, loss_cls: 1.1409, loss: 1.1409, grad_norm: 5.7810 2021-02-06 08:16:38,941 - mmaction - INFO - Epoch [60][2300/3757] lr: 1.000e-03, eta: 1 day, 15:34:06, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8836, loss_cls: 1.1842, loss: 1.1842, grad_norm: 5.9116 2021-02-06 08:16:47,827 - mmaction - INFO - Epoch [60][2320/3757] lr: 1.000e-03, eta: 1 day, 15:33:37, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2374, loss: 1.2374, grad_norm: 6.1636 2021-02-06 08:16:56,728 - mmaction - INFO - Epoch [60][2340/3757] lr: 1.000e-03, eta: 1 day, 15:33:07, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8586, loss_cls: 1.2698, loss: 1.2698, grad_norm: 5.8259 2021-02-06 08:17:05,578 - mmaction - INFO - Epoch [60][2360/3757] lr: 1.000e-03, eta: 1 day, 15:32:38, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8625, loss_cls: 1.3161, loss: 1.3161, grad_norm: 6.1035 2021-02-06 08:17:14,502 - mmaction - INFO - Epoch [60][2380/3757] lr: 1.000e-03, eta: 1 day, 15:32:08, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2375, loss: 1.2375, grad_norm: 5.9030 2021-02-06 08:17:23,398 - mmaction - INFO - Epoch [60][2400/3757] lr: 1.000e-03, eta: 1 day, 15:31:39, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8609, loss_cls: 1.2457, loss: 1.2457, grad_norm: 5.9033 2021-02-06 08:17:32,324 - mmaction - INFO - Epoch [60][2420/3757] lr: 1.000e-03, eta: 1 day, 15:31:10, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8805, loss_cls: 1.2163, loss: 1.2163, grad_norm: 5.8420 2021-02-06 08:17:41,214 - mmaction - INFO - Epoch [60][2440/3757] lr: 1.000e-03, eta: 1 day, 15:30:40, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8977, loss_cls: 1.1501, loss: 1.1501, grad_norm: 5.8544 2021-02-06 08:17:50,102 - mmaction - INFO - Epoch [60][2460/3757] lr: 1.000e-03, eta: 1 day, 15:30:11, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.1906, loss: 1.1906, grad_norm: 5.8328 2021-02-06 08:17:58,990 - mmaction - INFO - Epoch [60][2480/3757] lr: 1.000e-03, eta: 1 day, 15:29:42, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8562, loss_cls: 1.2846, loss: 1.2846, grad_norm: 5.9576 2021-02-06 08:18:07,874 - mmaction - INFO - Epoch [60][2500/3757] lr: 1.000e-03, eta: 1 day, 15:29:12, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.2117, loss: 1.2117, grad_norm: 5.9125 2021-02-06 08:18:16,745 - mmaction - INFO - Epoch [60][2520/3757] lr: 1.000e-03, eta: 1 day, 15:28:43, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8836, loss_cls: 1.1882, loss: 1.1882, grad_norm: 5.8912 2021-02-06 08:18:25,698 - mmaction - INFO - Epoch [60][2540/3757] lr: 1.000e-03, eta: 1 day, 15:28:14, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2011, loss: 1.2011, grad_norm: 5.8559 2021-02-06 08:18:34,640 - mmaction - INFO - Epoch [60][2560/3757] lr: 1.000e-03, eta: 1 day, 15:27:45, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8867, loss_cls: 1.1639, loss: 1.1639, grad_norm: 5.8412 2021-02-06 08:18:43,573 - mmaction - INFO - Epoch [60][2580/3757] lr: 1.000e-03, eta: 1 day, 15:27:15, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2171, loss: 1.2171, grad_norm: 5.9391 2021-02-06 08:18:52,492 - mmaction - INFO - Epoch [60][2600/3757] lr: 1.000e-03, eta: 1 day, 15:26:46, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8727, loss_cls: 1.2092, loss: 1.2092, grad_norm: 5.8657 2021-02-06 08:19:01,366 - mmaction - INFO - Epoch [60][2620/3757] lr: 1.000e-03, eta: 1 day, 15:26:17, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8617, loss_cls: 1.2416, loss: 1.2416, grad_norm: 6.0036 2021-02-06 08:19:10,283 - mmaction - INFO - Epoch [60][2640/3757] lr: 1.000e-03, eta: 1 day, 15:25:47, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.9008, loss_cls: 1.1237, loss: 1.1237, grad_norm: 5.8632 2021-02-06 08:19:19,182 - mmaction - INFO - Epoch [60][2660/3757] lr: 1.000e-03, eta: 1 day, 15:25:18, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8625, loss_cls: 1.2370, loss: 1.2370, grad_norm: 5.6926 2021-02-06 08:19:28,091 - mmaction - INFO - Epoch [60][2680/3757] lr: 1.000e-03, eta: 1 day, 15:24:49, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8711, loss_cls: 1.2233, loss: 1.2233, grad_norm: 5.9792 2021-02-06 08:19:36,981 - mmaction - INFO - Epoch [60][2700/3757] lr: 1.000e-03, eta: 1 day, 15:24:20, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6687, top5_acc: 0.8672, loss_cls: 1.3143, loss: 1.3143, grad_norm: 6.2782 2021-02-06 08:19:45,864 - mmaction - INFO - Epoch [60][2720/3757] lr: 1.000e-03, eta: 1 day, 15:23:50, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8828, loss_cls: 1.1811, loss: 1.1811, grad_norm: 5.6932 2021-02-06 08:19:54,758 - mmaction - INFO - Epoch [60][2740/3757] lr: 1.000e-03, eta: 1 day, 15:23:21, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8984, loss_cls: 1.1587, loss: 1.1587, grad_norm: 5.9897 2021-02-06 08:20:03,675 - mmaction - INFO - Epoch [60][2760/3757] lr: 1.000e-03, eta: 1 day, 15:22:52, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.2482, loss: 1.2482, grad_norm: 6.0463 2021-02-06 08:20:12,608 - mmaction - INFO - Epoch [60][2780/3757] lr: 1.000e-03, eta: 1 day, 15:22:23, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2561, loss: 1.2561, grad_norm: 6.0426 2021-02-06 08:20:21,446 - mmaction - INFO - Epoch [60][2800/3757] lr: 1.000e-03, eta: 1 day, 15:21:53, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8945, loss_cls: 1.1316, loss: 1.1316, grad_norm: 5.7390 2021-02-06 08:20:30,308 - mmaction - INFO - Epoch [60][2820/3757] lr: 1.000e-03, eta: 1 day, 15:21:24, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8641, loss_cls: 1.2340, loss: 1.2340, grad_norm: 5.7702 2021-02-06 08:20:39,225 - mmaction - INFO - Epoch [60][2840/3757] lr: 1.000e-03, eta: 1 day, 15:20:55, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8742, loss_cls: 1.2424, loss: 1.2424, grad_norm: 6.0005 2021-02-06 08:20:48,148 - mmaction - INFO - Epoch [60][2860/3757] lr: 1.000e-03, eta: 1 day, 15:20:26, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.1996, loss: 1.1996, grad_norm: 5.9828 2021-02-06 08:20:57,038 - mmaction - INFO - Epoch [60][2880/3757] lr: 1.000e-03, eta: 1 day, 15:19:56, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.1959, loss: 1.1959, grad_norm: 5.9760 2021-02-06 08:21:05,937 - mmaction - INFO - Epoch [60][2900/3757] lr: 1.000e-03, eta: 1 day, 15:19:27, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8742, loss_cls: 1.2851, loss: 1.2851, grad_norm: 6.2932 2021-02-06 08:21:14,854 - mmaction - INFO - Epoch [60][2920/3757] lr: 1.000e-03, eta: 1 day, 15:18:58, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8797, loss_cls: 1.2245, loss: 1.2245, grad_norm: 5.9226 2021-02-06 08:21:23,752 - mmaction - INFO - Epoch [60][2940/3757] lr: 1.000e-03, eta: 1 day, 15:18:29, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.2370, loss: 1.2370, grad_norm: 5.9950 2021-02-06 08:21:32,659 - mmaction - INFO - Epoch [60][2960/3757] lr: 1.000e-03, eta: 1 day, 15:18:00, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8797, loss_cls: 1.1926, loss: 1.1926, grad_norm: 5.9815 2021-02-06 08:21:41,533 - mmaction - INFO - Epoch [60][2980/3757] lr: 1.000e-03, eta: 1 day, 15:17:30, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8695, loss_cls: 1.2493, loss: 1.2493, grad_norm: 5.7393 2021-02-06 08:21:50,415 - mmaction - INFO - Epoch [60][3000/3757] lr: 1.000e-03, eta: 1 day, 15:17:01, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8773, loss_cls: 1.1906, loss: 1.1906, grad_norm: 5.8166 2021-02-06 08:21:59,325 - mmaction - INFO - Epoch [60][3020/3757] lr: 1.000e-03, eta: 1 day, 15:16:32, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1476, loss: 1.1476, grad_norm: 5.8800 2021-02-06 08:22:08,233 - mmaction - INFO - Epoch [60][3040/3757] lr: 1.000e-03, eta: 1 day, 15:16:03, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8633, loss_cls: 1.2857, loss: 1.2857, grad_norm: 6.0086 2021-02-06 08:22:17,173 - mmaction - INFO - Epoch [60][3060/3757] lr: 1.000e-03, eta: 1 day, 15:15:34, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2311, loss: 1.2311, grad_norm: 5.8798 2021-02-06 08:22:26,047 - mmaction - INFO - Epoch [60][3080/3757] lr: 1.000e-03, eta: 1 day, 15:15:05, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8695, loss_cls: 1.2425, loss: 1.2425, grad_norm: 5.8754 2021-02-06 08:22:34,907 - mmaction - INFO - Epoch [60][3100/3757] lr: 1.000e-03, eta: 1 day, 15:14:35, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8734, loss_cls: 1.2805, loss: 1.2805, grad_norm: 6.0469 2021-02-06 08:22:43,765 - mmaction - INFO - Epoch [60][3120/3757] lr: 1.000e-03, eta: 1 day, 15:14:06, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.2409, loss: 1.2409, grad_norm: 5.9986 2021-02-06 08:22:52,607 - mmaction - INFO - Epoch [60][3140/3757] lr: 1.000e-03, eta: 1 day, 15:13:37, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8617, loss_cls: 1.2558, loss: 1.2558, grad_norm: 5.9793 2021-02-06 08:23:01,575 - mmaction - INFO - Epoch [60][3160/3757] lr: 1.000e-03, eta: 1 day, 15:13:08, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2273, loss: 1.2273, grad_norm: 5.8896 2021-02-06 08:23:10,505 - mmaction - INFO - Epoch [60][3180/3757] lr: 1.000e-03, eta: 1 day, 15:12:39, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.1947, loss: 1.1947, grad_norm: 5.9411 2021-02-06 08:23:19,375 - mmaction - INFO - Epoch [60][3200/3757] lr: 1.000e-03, eta: 1 day, 15:12:10, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.0410, loss: 1.0410, grad_norm: 5.6029 2021-02-06 08:23:28,255 - mmaction - INFO - Epoch [60][3220/3757] lr: 1.000e-03, eta: 1 day, 15:11:40, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8578, loss_cls: 1.3448, loss: 1.3448, grad_norm: 6.1039 2021-02-06 08:23:37,124 - mmaction - INFO - Epoch [60][3240/3757] lr: 1.000e-03, eta: 1 day, 15:11:11, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8656, loss_cls: 1.3088, loss: 1.3088, grad_norm: 6.2827 2021-02-06 08:23:46,040 - mmaction - INFO - Epoch [60][3260/3757] lr: 1.000e-03, eta: 1 day, 15:10:42, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6633, top5_acc: 0.8594, loss_cls: 1.3555, loss: 1.3555, grad_norm: 6.1608 2021-02-06 08:23:54,952 - mmaction - INFO - Epoch [60][3280/3757] lr: 1.000e-03, eta: 1 day, 15:10:13, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8758, loss_cls: 1.1949, loss: 1.1949, grad_norm: 5.8434 2021-02-06 08:24:03,865 - mmaction - INFO - Epoch [60][3300/3757] lr: 1.000e-03, eta: 1 day, 15:09:44, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8750, loss_cls: 1.2124, loss: 1.2124, grad_norm: 5.8701 2021-02-06 08:24:12,785 - mmaction - INFO - Epoch [60][3320/3757] lr: 1.000e-03, eta: 1 day, 15:09:15, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.1863, loss: 1.1863, grad_norm: 5.6816 2021-02-06 08:24:21,688 - mmaction - INFO - Epoch [60][3340/3757] lr: 1.000e-03, eta: 1 day, 15:08:46, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8594, loss_cls: 1.3036, loss: 1.3036, grad_norm: 6.1389 2021-02-06 08:24:30,640 - mmaction - INFO - Epoch [60][3360/3757] lr: 1.000e-03, eta: 1 day, 15:08:17, time: 0.449, data_time: 0.002, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8680, loss_cls: 1.2451, loss: 1.2451, grad_norm: 5.7422 2021-02-06 08:24:39,623 - mmaction - INFO - Epoch [60][3380/3757] lr: 1.000e-03, eta: 1 day, 15:07:48, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8719, loss_cls: 1.2688, loss: 1.2688, grad_norm: 6.1440 2021-02-06 08:24:48,460 - mmaction - INFO - Epoch [60][3400/3757] lr: 1.000e-03, eta: 1 day, 15:07:19, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.2471, loss: 1.2471, grad_norm: 6.0215 2021-02-06 08:24:57,346 - mmaction - INFO - Epoch [60][3420/3757] lr: 1.000e-03, eta: 1 day, 15:06:50, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8969, loss_cls: 1.0776, loss: 1.0776, grad_norm: 5.7980 2021-02-06 08:25:06,271 - mmaction - INFO - Epoch [60][3440/3757] lr: 1.000e-03, eta: 1 day, 15:06:21, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8719, loss_cls: 1.2330, loss: 1.2330, grad_norm: 5.8008 2021-02-06 08:25:15,189 - mmaction - INFO - Epoch [60][3460/3757] lr: 1.000e-03, eta: 1 day, 15:05:52, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.2338, loss: 1.2338, grad_norm: 5.7341 2021-02-06 08:25:24,061 - mmaction - INFO - Epoch [60][3480/3757] lr: 1.000e-03, eta: 1 day, 15:05:23, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8602, loss_cls: 1.2970, loss: 1.2970, grad_norm: 6.0715 2021-02-06 08:25:32,970 - mmaction - INFO - Epoch [60][3500/3757] lr: 1.000e-03, eta: 1 day, 15:04:54, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.2615, loss: 1.2615, grad_norm: 5.9136 2021-02-06 08:25:41,934 - mmaction - INFO - Epoch [60][3520/3757] lr: 1.000e-03, eta: 1 day, 15:04:25, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8820, loss_cls: 1.2247, loss: 1.2247, grad_norm: 6.0145 2021-02-06 08:25:50,806 - mmaction - INFO - Epoch [60][3540/3757] lr: 1.000e-03, eta: 1 day, 15:03:56, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8875, loss_cls: 1.1746, loss: 1.1746, grad_norm: 5.8989 2021-02-06 08:25:59,659 - mmaction - INFO - Epoch [60][3560/3757] lr: 1.000e-03, eta: 1 day, 15:03:26, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.2951, loss: 1.2951, grad_norm: 6.0358 2021-02-06 08:26:08,543 - mmaction - INFO - Epoch [60][3580/3757] lr: 1.000e-03, eta: 1 day, 15:02:57, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8867, loss_cls: 1.2109, loss: 1.2109, grad_norm: 5.9519 2021-02-06 08:26:17,464 - mmaction - INFO - Epoch [60][3600/3757] lr: 1.000e-03, eta: 1 day, 15:02:28, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.2142, loss: 1.2142, grad_norm: 5.9333 2021-02-06 08:26:26,368 - mmaction - INFO - Epoch [60][3620/3757] lr: 1.000e-03, eta: 1 day, 15:01:59, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8703, loss_cls: 1.2360, loss: 1.2360, grad_norm: 5.6558 2021-02-06 08:26:35,283 - mmaction - INFO - Epoch [60][3640/3757] lr: 1.000e-03, eta: 1 day, 15:01:30, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8797, loss_cls: 1.2482, loss: 1.2482, grad_norm: 6.0152 2021-02-06 08:26:44,163 - mmaction - INFO - Epoch [60][3660/3757] lr: 1.000e-03, eta: 1 day, 15:01:01, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1455, loss: 1.1455, grad_norm: 5.8501 2021-02-06 08:26:53,101 - mmaction - INFO - Epoch [60][3680/3757] lr: 1.000e-03, eta: 1 day, 15:00:32, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8633, loss_cls: 1.2874, loss: 1.2874, grad_norm: 6.0431 2021-02-06 08:27:02,040 - mmaction - INFO - Epoch [60][3700/3757] lr: 1.000e-03, eta: 1 day, 15:00:04, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8859, loss_cls: 1.1759, loss: 1.1759, grad_norm: 5.8674 2021-02-06 08:27:10,941 - mmaction - INFO - Epoch [60][3720/3757] lr: 1.000e-03, eta: 1 day, 14:59:35, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.2086, loss: 1.2086, grad_norm: 5.9646 2021-02-06 08:27:19,840 - mmaction - INFO - Epoch [60][3740/3757] lr: 1.000e-03, eta: 1 day, 14:59:06, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8797, loss_cls: 1.2245, loss: 1.2245, grad_norm: 5.9507 2021-02-06 08:27:27,913 - mmaction - INFO - Saving checkpoint at 60 epochs 2021-02-06 08:27:53,234 - mmaction - INFO - Epoch [61][20/3757] lr: 1.000e-03, eta: 1 day, 14:58:21, time: 1.248, data_time: 0.781, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8789, loss_cls: 1.2316, loss: 1.2316, grad_norm: 5.8474 2021-02-06 08:28:02,081 - mmaction - INFO - Epoch [61][40/3757] lr: 1.000e-03, eta: 1 day, 14:57:52, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2514, loss: 1.2514, grad_norm: 5.9198 2021-02-06 08:28:10,894 - mmaction - INFO - Epoch [61][60/3757] lr: 1.000e-03, eta: 1 day, 14:57:23, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8656, loss_cls: 1.2490, loss: 1.2490, grad_norm: 5.8290 2021-02-06 08:28:19,779 - mmaction - INFO - Epoch [61][80/3757] lr: 1.000e-03, eta: 1 day, 14:56:54, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8969, loss_cls: 1.0959, loss: 1.0959, grad_norm: 5.7324 2021-02-06 08:28:28,618 - mmaction - INFO - Epoch [61][100/3757] lr: 1.000e-03, eta: 1 day, 14:56:25, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.1883, loss: 1.1883, grad_norm: 5.8496 2021-02-06 08:28:37,551 - mmaction - INFO - Epoch [61][120/3757] lr: 1.000e-03, eta: 1 day, 14:55:56, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8805, loss_cls: 1.1557, loss: 1.1557, grad_norm: 5.5409 2021-02-06 08:28:46,449 - mmaction - INFO - Epoch [61][140/3757] lr: 1.000e-03, eta: 1 day, 14:55:27, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8859, loss_cls: 1.1920, loss: 1.1920, grad_norm: 5.6711 2021-02-06 08:28:55,353 - mmaction - INFO - Epoch [61][160/3757] lr: 1.000e-03, eta: 1 day, 14:54:58, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2717, loss: 1.2717, grad_norm: 6.0847 2021-02-06 08:29:04,255 - mmaction - INFO - Epoch [61][180/3757] lr: 1.000e-03, eta: 1 day, 14:54:29, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8711, loss_cls: 1.2524, loss: 1.2524, grad_norm: 5.9349 2021-02-06 08:29:13,112 - mmaction - INFO - Epoch [61][200/3757] lr: 1.000e-03, eta: 1 day, 14:54:00, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2129, loss: 1.2129, grad_norm: 5.8912 2021-02-06 08:29:21,990 - mmaction - INFO - Epoch [61][220/3757] lr: 1.000e-03, eta: 1 day, 14:53:31, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.1966, loss: 1.1966, grad_norm: 5.9589 2021-02-06 08:29:30,933 - mmaction - INFO - Epoch [61][240/3757] lr: 1.000e-03, eta: 1 day, 14:53:03, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2162, loss: 1.2162, grad_norm: 5.7892 2021-02-06 08:29:39,779 - mmaction - INFO - Epoch [61][260/3757] lr: 1.000e-03, eta: 1 day, 14:52:34, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8734, loss_cls: 1.2647, loss: 1.2647, grad_norm: 6.0339 2021-02-06 08:29:48,693 - mmaction - INFO - Epoch [61][280/3757] lr: 1.000e-03, eta: 1 day, 14:52:05, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8656, loss_cls: 1.2660, loss: 1.2660, grad_norm: 5.8503 2021-02-06 08:29:57,557 - mmaction - INFO - Epoch [61][300/3757] lr: 1.000e-03, eta: 1 day, 14:51:36, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8727, loss_cls: 1.2509, loss: 1.2509, grad_norm: 6.0655 2021-02-06 08:30:06,448 - mmaction - INFO - Epoch [61][320/3757] lr: 1.000e-03, eta: 1 day, 14:51:07, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8820, loss_cls: 1.1438, loss: 1.1438, grad_norm: 5.5817 2021-02-06 08:30:15,298 - mmaction - INFO - Epoch [61][340/3757] lr: 1.000e-03, eta: 1 day, 14:50:38, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8898, loss_cls: 1.1147, loss: 1.1147, grad_norm: 5.4611 2021-02-06 08:30:24,106 - mmaction - INFO - Epoch [61][360/3757] lr: 1.000e-03, eta: 1 day, 14:50:09, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8805, loss_cls: 1.1040, loss: 1.1040, grad_norm: 5.5655 2021-02-06 08:30:32,965 - mmaction - INFO - Epoch [61][380/3757] lr: 1.000e-03, eta: 1 day, 14:49:40, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2825, loss: 1.2825, grad_norm: 6.0768 2021-02-06 08:30:41,898 - mmaction - INFO - Epoch [61][400/3757] lr: 1.000e-03, eta: 1 day, 14:49:11, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8648, loss_cls: 1.2585, loss: 1.2585, grad_norm: 6.0075 2021-02-06 08:30:50,812 - mmaction - INFO - Epoch [61][420/3757] lr: 1.000e-03, eta: 1 day, 14:48:42, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8734, loss_cls: 1.2506, loss: 1.2506, grad_norm: 5.8110 2021-02-06 08:30:59,766 - mmaction - INFO - Epoch [61][440/3757] lr: 1.000e-03, eta: 1 day, 14:48:14, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8805, loss_cls: 1.1781, loss: 1.1781, grad_norm: 5.9075 2021-02-06 08:31:08,752 - mmaction - INFO - Epoch [61][460/3757] lr: 1.000e-03, eta: 1 day, 14:47:45, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8945, loss_cls: 1.1674, loss: 1.1674, grad_norm: 5.9788 2021-02-06 08:31:17,608 - mmaction - INFO - Epoch [61][480/3757] lr: 1.000e-03, eta: 1 day, 14:47:16, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8789, loss_cls: 1.1694, loss: 1.1694, grad_norm: 5.6302 2021-02-06 08:31:26,468 - mmaction - INFO - Epoch [61][500/3757] lr: 1.000e-03, eta: 1 day, 14:46:47, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2194, loss: 1.2194, grad_norm: 5.9159 2021-02-06 08:31:35,329 - mmaction - INFO - Epoch [61][520/3757] lr: 1.000e-03, eta: 1 day, 14:46:18, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8914, loss_cls: 1.1607, loss: 1.1607, grad_norm: 5.9857 2021-02-06 08:31:44,221 - mmaction - INFO - Epoch [61][540/3757] lr: 1.000e-03, eta: 1 day, 14:45:49, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2945, loss: 1.2945, grad_norm: 5.9708 2021-02-06 08:31:53,070 - mmaction - INFO - Epoch [61][560/3757] lr: 1.000e-03, eta: 1 day, 14:45:21, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8914, loss_cls: 1.1679, loss: 1.1679, grad_norm: 5.8778 2021-02-06 08:32:01,969 - mmaction - INFO - Epoch [61][580/3757] lr: 1.000e-03, eta: 1 day, 14:44:52, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8664, loss_cls: 1.2166, loss: 1.2166, grad_norm: 5.8765 2021-02-06 08:32:10,896 - mmaction - INFO - Epoch [61][600/3757] lr: 1.000e-03, eta: 1 day, 14:44:23, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8914, loss_cls: 1.0868, loss: 1.0868, grad_norm: 5.4719 2021-02-06 08:32:19,763 - mmaction - INFO - Epoch [61][620/3757] lr: 1.000e-03, eta: 1 day, 14:43:54, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8734, loss_cls: 1.2450, loss: 1.2450, grad_norm: 5.8455 2021-02-06 08:32:28,648 - mmaction - INFO - Epoch [61][640/3757] lr: 1.000e-03, eta: 1 day, 14:43:25, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.2015, loss: 1.2015, grad_norm: 5.8962 2021-02-06 08:32:37,517 - mmaction - INFO - Epoch [61][660/3757] lr: 1.000e-03, eta: 1 day, 14:42:57, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8719, loss_cls: 1.2668, loss: 1.2668, grad_norm: 6.2805 2021-02-06 08:32:46,403 - mmaction - INFO - Epoch [61][680/3757] lr: 1.000e-03, eta: 1 day, 14:42:28, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2695, loss: 1.2695, grad_norm: 5.8210 2021-02-06 08:32:55,304 - mmaction - INFO - Epoch [61][700/3757] lr: 1.000e-03, eta: 1 day, 14:41:59, time: 0.445, data_time: 0.003, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2443, loss: 1.2443, grad_norm: 5.9912 2021-02-06 08:33:04,221 - mmaction - INFO - Epoch [61][720/3757] lr: 1.000e-03, eta: 1 day, 14:41:30, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.2384, loss: 1.2384, grad_norm: 6.1508 2021-02-06 08:33:13,135 - mmaction - INFO - Epoch [61][740/3757] lr: 1.000e-03, eta: 1 day, 14:41:01, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8703, loss_cls: 1.2343, loss: 1.2343, grad_norm: 5.9556 2021-02-06 08:33:21,966 - mmaction - INFO - Epoch [61][760/3757] lr: 1.000e-03, eta: 1 day, 14:40:33, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8898, loss_cls: 1.1276, loss: 1.1276, grad_norm: 5.8371 2021-02-06 08:33:30,880 - mmaction - INFO - Epoch [61][780/3757] lr: 1.000e-03, eta: 1 day, 14:40:04, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8648, loss_cls: 1.2526, loss: 1.2526, grad_norm: 6.0798 2021-02-06 08:33:39,742 - mmaction - INFO - Epoch [61][800/3757] lr: 1.000e-03, eta: 1 day, 14:39:35, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8820, loss_cls: 1.2175, loss: 1.2175, grad_norm: 5.8863 2021-02-06 08:33:48,655 - mmaction - INFO - Epoch [61][820/3757] lr: 1.000e-03, eta: 1 day, 14:39:06, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8852, loss_cls: 1.1740, loss: 1.1740, grad_norm: 5.8686 2021-02-06 08:33:57,551 - mmaction - INFO - Epoch [61][840/3757] lr: 1.000e-03, eta: 1 day, 14:38:38, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8883, loss_cls: 1.1593, loss: 1.1593, grad_norm: 5.8741 2021-02-06 08:34:06,381 - mmaction - INFO - Epoch [61][860/3757] lr: 1.000e-03, eta: 1 day, 14:38:09, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8719, loss_cls: 1.1798, loss: 1.1798, grad_norm: 6.0496 2021-02-06 08:34:15,268 - mmaction - INFO - Epoch [61][880/3757] lr: 1.000e-03, eta: 1 day, 14:37:40, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1323, loss: 1.1323, grad_norm: 5.6403 2021-02-06 08:34:24,175 - mmaction - INFO - Epoch [61][900/3757] lr: 1.000e-03, eta: 1 day, 14:37:11, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1936, loss: 1.1936, grad_norm: 5.8915 2021-02-06 08:34:33,111 - mmaction - INFO - Epoch [61][920/3757] lr: 1.000e-03, eta: 1 day, 14:36:43, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8797, loss_cls: 1.2552, loss: 1.2552, grad_norm: 6.1987 2021-02-06 08:34:41,987 - mmaction - INFO - Epoch [61][940/3757] lr: 1.000e-03, eta: 1 day, 14:36:14, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2327, loss: 1.2327, grad_norm: 5.9487 2021-02-06 08:34:50,962 - mmaction - INFO - Epoch [61][960/3757] lr: 1.000e-03, eta: 1 day, 14:35:45, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8742, loss_cls: 1.1729, loss: 1.1729, grad_norm: 5.8613 2021-02-06 08:34:59,850 - mmaction - INFO - Epoch [61][980/3757] lr: 1.000e-03, eta: 1 day, 14:35:17, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8773, loss_cls: 1.1881, loss: 1.1881, grad_norm: 5.9025 2021-02-06 08:35:08,760 - mmaction - INFO - Epoch [61][1000/3757] lr: 1.000e-03, eta: 1 day, 14:34:48, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8773, loss_cls: 1.1756, loss: 1.1756, grad_norm: 5.9066 2021-02-06 08:35:17,574 - mmaction - INFO - Epoch [61][1020/3757] lr: 1.000e-03, eta: 1 day, 14:34:19, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1425, loss: 1.1425, grad_norm: 5.8158 2021-02-06 08:35:26,416 - mmaction - INFO - Epoch [61][1040/3757] lr: 1.000e-03, eta: 1 day, 14:33:50, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8789, loss_cls: 1.1476, loss: 1.1476, grad_norm: 5.7174 2021-02-06 08:35:35,335 - mmaction - INFO - Epoch [61][1060/3757] lr: 1.000e-03, eta: 1 day, 14:33:22, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8648, loss_cls: 1.2172, loss: 1.2172, grad_norm: 5.7933 2021-02-06 08:35:44,237 - mmaction - INFO - Epoch [61][1080/3757] lr: 1.000e-03, eta: 1 day, 14:32:53, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2522, loss: 1.2522, grad_norm: 5.8183 2021-02-06 08:36:07,349 - mmaction - INFO - Epoch [61][1100/3757] lr: 1.000e-03, eta: 1 day, 14:32:39, time: 1.156, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.2573, loss: 1.2573, grad_norm: 5.9502 2021-02-06 08:36:16,179 - mmaction - INFO - Epoch [61][1120/3757] lr: 1.000e-03, eta: 1 day, 14:32:10, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.1469, loss: 1.1469, grad_norm: 5.6585 2021-02-06 08:36:25,035 - mmaction - INFO - Epoch [61][1140/3757] lr: 1.000e-03, eta: 1 day, 14:31:42, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8641, loss_cls: 1.2488, loss: 1.2488, grad_norm: 5.9896 2021-02-06 08:36:33,833 - mmaction - INFO - Epoch [61][1160/3757] lr: 1.000e-03, eta: 1 day, 14:31:13, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8586, loss_cls: 1.2540, loss: 1.2540, grad_norm: 5.9080 2021-02-06 08:36:51,412 - mmaction - INFO - Epoch [61][1180/3757] lr: 1.000e-03, eta: 1 day, 14:30:53, time: 0.878, data_time: 0.000, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.1887, loss: 1.1887, grad_norm: 5.7749 2021-02-06 08:37:00,255 - mmaction - INFO - Epoch [61][1200/3757] lr: 1.000e-03, eta: 1 day, 14:30:25, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8734, loss_cls: 1.2339, loss: 1.2339, grad_norm: 6.1097 2021-02-06 08:37:09,121 - mmaction - INFO - Epoch [61][1220/3757] lr: 1.000e-03, eta: 1 day, 14:29:56, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8906, loss_cls: 1.1694, loss: 1.1694, grad_norm: 5.9061 2021-02-06 08:37:18,014 - mmaction - INFO - Epoch [61][1240/3757] lr: 1.000e-03, eta: 1 day, 14:29:27, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.1668, loss: 1.1668, grad_norm: 5.8202 2021-02-06 08:37:26,892 - mmaction - INFO - Epoch [61][1260/3757] lr: 1.000e-03, eta: 1 day, 14:28:59, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8922, loss_cls: 1.1027, loss: 1.1027, grad_norm: 5.7119 2021-02-06 08:37:35,743 - mmaction - INFO - Epoch [61][1280/3757] lr: 1.000e-03, eta: 1 day, 14:28:30, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1956, loss: 1.1956, grad_norm: 5.9453 2021-02-06 08:37:44,655 - mmaction - INFO - Epoch [61][1300/3757] lr: 1.000e-03, eta: 1 day, 14:28:01, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8648, loss_cls: 1.2512, loss: 1.2512, grad_norm: 5.8798 2021-02-06 08:37:53,655 - mmaction - INFO - Epoch [61][1320/3757] lr: 1.000e-03, eta: 1 day, 14:27:33, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8773, loss_cls: 1.2488, loss: 1.2488, grad_norm: 6.0581 2021-02-06 08:38:19,193 - mmaction - INFO - Epoch [61][1340/3757] lr: 1.000e-03, eta: 1 day, 14:27:22, time: 1.279, data_time: 0.834, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2373, loss: 1.2373, grad_norm: 5.8109 2021-02-06 08:38:42,627 - mmaction - INFO - Epoch [61][1360/3757] lr: 1.000e-03, eta: 1 day, 14:27:08, time: 1.172, data_time: 0.731, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8781, loss_cls: 1.1644, loss: 1.1644, grad_norm: 5.8370 2021-02-06 08:38:51,464 - mmaction - INFO - Epoch [61][1380/3757] lr: 1.000e-03, eta: 1 day, 14:26:39, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8961, loss_cls: 1.1250, loss: 1.1250, grad_norm: 5.6574 2021-02-06 08:39:15,721 - mmaction - INFO - Epoch [61][1400/3757] lr: 1.000e-03, eta: 1 day, 14:26:27, time: 1.212, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8727, loss_cls: 1.2051, loss: 1.2051, grad_norm: 5.8266 2021-02-06 08:39:24,518 - mmaction - INFO - Epoch [61][1420/3757] lr: 1.000e-03, eta: 1 day, 14:25:58, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2449, loss: 1.2449, grad_norm: 6.0880 2021-02-06 08:39:33,358 - mmaction - INFO - Epoch [61][1440/3757] lr: 1.000e-03, eta: 1 day, 14:25:29, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8703, loss_cls: 1.2905, loss: 1.2905, grad_norm: 6.1102 2021-02-06 08:39:50,356 - mmaction - INFO - Epoch [61][1460/3757] lr: 1.000e-03, eta: 1 day, 14:25:09, time: 0.850, data_time: 0.006, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8734, loss_cls: 1.2247, loss: 1.2247, grad_norm: 5.9706 2021-02-06 08:39:59,218 - mmaction - INFO - Epoch [61][1480/3757] lr: 1.000e-03, eta: 1 day, 14:24:40, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8797, loss_cls: 1.2411, loss: 1.2411, grad_norm: 6.0095 2021-02-06 08:40:08,111 - mmaction - INFO - Epoch [61][1500/3757] lr: 1.000e-03, eta: 1 day, 14:24:12, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.1943, loss: 1.1943, grad_norm: 5.8696 2021-02-06 08:40:17,039 - mmaction - INFO - Epoch [61][1520/3757] lr: 1.000e-03, eta: 1 day, 14:23:43, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8711, loss_cls: 1.2777, loss: 1.2777, grad_norm: 6.1817 2021-02-06 08:40:43,666 - mmaction - INFO - Epoch [61][1540/3757] lr: 1.000e-03, eta: 1 day, 14:23:33, time: 1.331, data_time: 0.000, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8547, loss_cls: 1.3160, loss: 1.3160, grad_norm: 5.9351 2021-02-06 08:40:52,510 - mmaction - INFO - Epoch [61][1560/3757] lr: 1.000e-03, eta: 1 day, 14:23:04, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8828, loss_cls: 1.1742, loss: 1.1742, grad_norm: 5.7141 2021-02-06 08:41:18,158 - mmaction - INFO - Epoch [61][1580/3757] lr: 1.000e-03, eta: 1 day, 14:22:53, time: 1.282, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2562, loss: 1.2562, grad_norm: 5.9050 2021-02-06 08:41:26,936 - mmaction - INFO - Epoch [61][1600/3757] lr: 1.000e-03, eta: 1 day, 14:22:24, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8828, loss_cls: 1.1822, loss: 1.1822, grad_norm: 5.7625 2021-02-06 08:41:35,738 - mmaction - INFO - Epoch [61][1620/3757] lr: 1.000e-03, eta: 1 day, 14:21:56, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.2260, loss: 1.2260, grad_norm: 5.8044 2021-02-06 08:41:44,648 - mmaction - INFO - Epoch [61][1640/3757] lr: 1.000e-03, eta: 1 day, 14:21:27, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8711, loss_cls: 1.2666, loss: 1.2666, grad_norm: 6.1282 2021-02-06 08:42:00,663 - mmaction - INFO - Epoch [61][1660/3757] lr: 1.000e-03, eta: 1 day, 14:21:06, time: 0.801, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2532, loss: 1.2532, grad_norm: 6.0163 2021-02-06 08:42:09,503 - mmaction - INFO - Epoch [61][1680/3757] lr: 1.000e-03, eta: 1 day, 14:20:37, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2478, loss: 1.2478, grad_norm: 5.8994 2021-02-06 08:42:18,338 - mmaction - INFO - Epoch [61][1700/3757] lr: 1.000e-03, eta: 1 day, 14:20:09, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8812, loss_cls: 1.1919, loss: 1.1919, grad_norm: 5.9971 2021-02-06 08:42:27,239 - mmaction - INFO - Epoch [61][1720/3757] lr: 1.000e-03, eta: 1 day, 14:19:40, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8805, loss_cls: 1.2406, loss: 1.2406, grad_norm: 6.1943 2021-02-06 08:42:36,139 - mmaction - INFO - Epoch [61][1740/3757] lr: 1.000e-03, eta: 1 day, 14:19:12, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8844, loss_cls: 1.2123, loss: 1.2123, grad_norm: 6.0214 2021-02-06 08:42:45,036 - mmaction - INFO - Epoch [61][1760/3757] lr: 1.000e-03, eta: 1 day, 14:18:43, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8797, loss_cls: 1.1351, loss: 1.1351, grad_norm: 5.7175 2021-02-06 08:42:53,926 - mmaction - INFO - Epoch [61][1780/3757] lr: 1.000e-03, eta: 1 day, 14:18:15, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8930, loss_cls: 1.1005, loss: 1.1005, grad_norm: 5.8307 2021-02-06 08:43:02,871 - mmaction - INFO - Epoch [61][1800/3757] lr: 1.000e-03, eta: 1 day, 14:17:46, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8742, loss_cls: 1.2342, loss: 1.2342, grad_norm: 6.0562 2021-02-06 08:43:11,724 - mmaction - INFO - Epoch [61][1820/3757] lr: 1.000e-03, eta: 1 day, 14:17:18, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.9000, loss_cls: 1.0793, loss: 1.0793, grad_norm: 5.6250 2021-02-06 08:43:20,682 - mmaction - INFO - Epoch [61][1840/3757] lr: 1.000e-03, eta: 1 day, 14:16:49, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8711, loss_cls: 1.2322, loss: 1.2322, grad_norm: 6.0578 2021-02-06 08:43:29,545 - mmaction - INFO - Epoch [61][1860/3757] lr: 1.000e-03, eta: 1 day, 14:16:21, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8789, loss_cls: 1.2329, loss: 1.2329, grad_norm: 6.2132 2021-02-06 08:43:38,354 - mmaction - INFO - Epoch [61][1880/3757] lr: 1.000e-03, eta: 1 day, 14:15:52, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8703, loss_cls: 1.2866, loss: 1.2866, grad_norm: 6.0474 2021-02-06 08:43:47,290 - mmaction - INFO - Epoch [61][1900/3757] lr: 1.000e-03, eta: 1 day, 14:15:24, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2974, loss: 1.2974, grad_norm: 6.0923 2021-02-06 08:43:56,182 - mmaction - INFO - Epoch [61][1920/3757] lr: 1.000e-03, eta: 1 day, 14:14:55, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6648, top5_acc: 0.8680, loss_cls: 1.3418, loss: 1.3418, grad_norm: 6.0743 2021-02-06 08:44:05,109 - mmaction - INFO - Epoch [61][1940/3757] lr: 1.000e-03, eta: 1 day, 14:14:27, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8984, loss_cls: 1.1346, loss: 1.1346, grad_norm: 5.8619 2021-02-06 08:44:16,434 - mmaction - INFO - Epoch [61][1960/3757] lr: 1.000e-03, eta: 1 day, 14:14:01, time: 0.566, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.1846, loss: 1.1846, grad_norm: 5.8786 2021-02-06 08:44:25,316 - mmaction - INFO - Epoch [61][1980/3757] lr: 1.000e-03, eta: 1 day, 14:13:32, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8891, loss_cls: 1.1427, loss: 1.1427, grad_norm: 5.6800 2021-02-06 08:44:34,229 - mmaction - INFO - Epoch [61][2000/3757] lr: 1.000e-03, eta: 1 day, 14:13:04, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8789, loss_cls: 1.2355, loss: 1.2355, grad_norm: 6.2278 2021-02-06 08:44:43,093 - mmaction - INFO - Epoch [61][2020/3757] lr: 1.000e-03, eta: 1 day, 14:12:35, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8828, loss_cls: 1.1286, loss: 1.1286, grad_norm: 5.8140 2021-02-06 08:44:59,619 - mmaction - INFO - Epoch [61][2040/3757] lr: 1.000e-03, eta: 1 day, 14:12:15, time: 0.827, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8766, loss_cls: 1.2139, loss: 1.2139, grad_norm: 6.0783 2021-02-06 08:45:08,516 - mmaction - INFO - Epoch [61][2060/3757] lr: 1.000e-03, eta: 1 day, 14:11:46, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8703, loss_cls: 1.2469, loss: 1.2469, grad_norm: 5.8454 2021-02-06 08:45:17,418 - mmaction - INFO - Epoch [61][2080/3757] lr: 1.000e-03, eta: 1 day, 14:11:18, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8680, loss_cls: 1.2590, loss: 1.2590, grad_norm: 5.9867 2021-02-06 08:45:26,261 - mmaction - INFO - Epoch [61][2100/3757] lr: 1.000e-03, eta: 1 day, 14:10:49, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8555, loss_cls: 1.3268, loss: 1.3268, grad_norm: 6.2350 2021-02-06 08:45:35,134 - mmaction - INFO - Epoch [61][2120/3757] lr: 1.000e-03, eta: 1 day, 14:10:21, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8766, loss_cls: 1.2430, loss: 1.2430, grad_norm: 5.9599 2021-02-06 08:45:44,053 - mmaction - INFO - Epoch [61][2140/3757] lr: 1.000e-03, eta: 1 day, 14:09:52, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8844, loss_cls: 1.2423, loss: 1.2423, grad_norm: 5.8795 2021-02-06 08:45:52,919 - mmaction - INFO - Epoch [61][2160/3757] lr: 1.000e-03, eta: 1 day, 14:09:24, time: 0.444, data_time: 0.002, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.1867, loss: 1.1867, grad_norm: 5.8595 2021-02-06 08:46:13,212 - mmaction - INFO - Epoch [61][2180/3757] lr: 1.000e-03, eta: 1 day, 14:09:07, time: 1.015, data_time: 0.558, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8773, loss_cls: 1.1882, loss: 1.1882, grad_norm: 5.6869 2021-02-06 08:46:22,032 - mmaction - INFO - Epoch [61][2200/3757] lr: 1.000e-03, eta: 1 day, 14:08:39, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.1618, loss: 1.1618, grad_norm: 5.6870 2021-02-06 08:46:30,895 - mmaction - INFO - Epoch [61][2220/3757] lr: 1.000e-03, eta: 1 day, 14:08:10, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8914, loss_cls: 1.1455, loss: 1.1455, grad_norm: 5.8054 2021-02-06 08:46:39,765 - mmaction - INFO - Epoch [61][2240/3757] lr: 1.000e-03, eta: 1 day, 14:07:42, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8781, loss_cls: 1.1744, loss: 1.1744, grad_norm: 5.8280 2021-02-06 08:47:01,812 - mmaction - INFO - Epoch [61][2260/3757] lr: 1.000e-03, eta: 1 day, 14:07:27, time: 1.103, data_time: 0.002, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2353, loss: 1.2353, grad_norm: 6.0620 2021-02-06 08:47:10,564 - mmaction - INFO - Epoch [61][2280/3757] lr: 1.000e-03, eta: 1 day, 14:06:58, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8828, loss_cls: 1.2317, loss: 1.2317, grad_norm: 5.8426 2021-02-06 08:47:23,931 - mmaction - INFO - Epoch [61][2300/3757] lr: 1.000e-03, eta: 1 day, 14:06:35, time: 0.668, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8938, loss_cls: 1.1197, loss: 1.1197, grad_norm: 5.6880 2021-02-06 08:47:40,315 - mmaction - INFO - Epoch [61][2320/3757] lr: 1.000e-03, eta: 1 day, 14:06:14, time: 0.820, data_time: 0.374, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1767, loss: 1.1767, grad_norm: 5.9854 2021-02-06 08:47:49,102 - mmaction - INFO - Epoch [61][2340/3757] lr: 1.000e-03, eta: 1 day, 14:05:45, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1622, loss: 1.1622, grad_norm: 5.9123 2021-02-06 08:48:22,784 - mmaction - INFO - Epoch [61][2360/3757] lr: 1.000e-03, eta: 1 day, 14:05:42, time: 1.684, data_time: 0.000, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8773, loss_cls: 1.2397, loss: 1.2397, grad_norm: 5.9694 2021-02-06 08:48:31,618 - mmaction - INFO - Epoch [61][2380/3757] lr: 1.000e-03, eta: 1 day, 14:05:14, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8672, loss_cls: 1.2731, loss: 1.2731, grad_norm: 6.1484 2021-02-06 08:48:57,284 - mmaction - INFO - Epoch [61][2400/3757] lr: 1.000e-03, eta: 1 day, 14:05:03, time: 1.283, data_time: 0.839, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8727, loss_cls: 1.2354, loss: 1.2354, grad_norm: 5.9905 2021-02-06 08:49:06,093 - mmaction - INFO - Epoch [61][2420/3757] lr: 1.000e-03, eta: 1 day, 14:04:34, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2410, loss: 1.2410, grad_norm: 5.8899 2021-02-06 08:49:22,754 - mmaction - INFO - Epoch [61][2440/3757] lr: 1.000e-03, eta: 1 day, 14:04:14, time: 0.833, data_time: 0.004, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8648, loss_cls: 1.2407, loss: 1.2407, grad_norm: 5.9509 2021-02-06 08:49:31,605 - mmaction - INFO - Epoch [61][2460/3757] lr: 1.000e-03, eta: 1 day, 14:03:45, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8766, loss_cls: 1.2153, loss: 1.2153, grad_norm: 6.0025 2021-02-06 08:49:40,401 - mmaction - INFO - Epoch [61][2480/3757] lr: 1.000e-03, eta: 1 day, 14:03:17, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1737, loss: 1.1737, grad_norm: 5.9640 2021-02-06 08:50:05,717 - mmaction - INFO - Epoch [61][2500/3757] lr: 1.000e-03, eta: 1 day, 14:03:05, time: 1.266, data_time: 0.610, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8836, loss_cls: 1.1835, loss: 1.1835, grad_norm: 5.8567 2021-02-06 08:50:34,678 - mmaction - INFO - Epoch [61][2520/3757] lr: 1.000e-03, eta: 1 day, 14:02:57, time: 1.448, data_time: 1.006, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8898, loss_cls: 1.1155, loss: 1.1155, grad_norm: 5.6798 2021-02-06 08:50:43,545 - mmaction - INFO - Epoch [61][2540/3757] lr: 1.000e-03, eta: 1 day, 14:02:29, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8742, loss_cls: 1.1912, loss: 1.1912, grad_norm: 5.7791 2021-02-06 08:51:05,113 - mmaction - INFO - Epoch [61][2560/3757] lr: 1.000e-03, eta: 1 day, 14:02:13, time: 1.078, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8938, loss_cls: 1.1286, loss: 1.1286, grad_norm: 5.8502 2021-02-06 08:51:19,362 - mmaction - INFO - Epoch [61][2580/3757] lr: 1.000e-03, eta: 1 day, 14:01:50, time: 0.713, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8758, loss_cls: 1.1577, loss: 1.1577, grad_norm: 5.9210 2021-02-06 08:51:28,155 - mmaction - INFO - Epoch [61][2600/3757] lr: 1.000e-03, eta: 1 day, 14:01:22, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.2533, loss: 1.2533, grad_norm: 5.8911 2021-02-06 08:51:36,992 - mmaction - INFO - Epoch [61][2620/3757] lr: 1.000e-03, eta: 1 day, 14:00:54, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8664, loss_cls: 1.2329, loss: 1.2329, grad_norm: 5.9941 2021-02-06 08:51:45,818 - mmaction - INFO - Epoch [61][2640/3757] lr: 1.000e-03, eta: 1 day, 14:00:25, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8812, loss_cls: 1.1980, loss: 1.1980, grad_norm: 5.7856 2021-02-06 08:52:13,497 - mmaction - INFO - Epoch [61][2660/3757] lr: 1.000e-03, eta: 1 day, 14:00:16, time: 1.384, data_time: 0.940, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8820, loss_cls: 1.1811, loss: 1.1811, grad_norm: 5.9290 2021-02-06 08:52:28,373 - mmaction - INFO - Epoch [61][2680/3757] lr: 1.000e-03, eta: 1 day, 13:59:54, time: 0.744, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8781, loss_cls: 1.2280, loss: 1.2280, grad_norm: 6.1027 2021-02-06 08:52:40,611 - mmaction - INFO - Epoch [61][2700/3757] lr: 1.000e-03, eta: 1 day, 13:59:29, time: 0.611, data_time: 0.000, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.2923, loss: 1.2923, grad_norm: 6.1912 2021-02-06 08:52:58,143 - mmaction - INFO - Epoch [61][2720/3757] lr: 1.000e-03, eta: 1 day, 13:59:09, time: 0.877, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8938, loss_cls: 1.1394, loss: 1.1394, grad_norm: 5.9341 2021-02-06 08:53:06,941 - mmaction - INFO - Epoch [61][2740/3757] lr: 1.000e-03, eta: 1 day, 13:58:41, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8867, loss_cls: 1.1803, loss: 1.1803, grad_norm: 5.9363 2021-02-06 08:54:02,714 - mmaction - INFO - Epoch [61][2760/3757] lr: 1.000e-03, eta: 1 day, 13:59:00, time: 2.789, data_time: 0.002, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.2441, loss: 1.2441, grad_norm: 6.1671 2021-02-06 08:54:30,873 - mmaction - INFO - Epoch [61][2780/3757] lr: 1.000e-03, eta: 1 day, 13:58:51, time: 1.408, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8719, loss_cls: 1.2186, loss: 1.2186, grad_norm: 5.8855 2021-02-06 08:54:40,832 - mmaction - INFO - Epoch [61][2800/3757] lr: 1.000e-03, eta: 1 day, 13:58:24, time: 0.498, data_time: 0.055, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1589, loss: 1.1589, grad_norm: 5.9620 2021-02-06 08:54:49,665 - mmaction - INFO - Epoch [61][2820/3757] lr: 1.000e-03, eta: 1 day, 13:57:56, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8789, loss_cls: 1.2560, loss: 1.2560, grad_norm: 6.1084 2021-02-06 08:54:58,508 - mmaction - INFO - Epoch [61][2840/3757] lr: 1.000e-03, eta: 1 day, 13:57:27, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8719, loss_cls: 1.2253, loss: 1.2253, grad_norm: 6.1997 2021-02-06 08:55:07,353 - mmaction - INFO - Epoch [61][2860/3757] lr: 1.000e-03, eta: 1 day, 13:56:59, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8773, loss_cls: 1.2212, loss: 1.2212, grad_norm: 5.9336 2021-02-06 08:55:38,963 - mmaction - INFO - Epoch [61][2880/3757] lr: 1.000e-03, eta: 1 day, 13:56:54, time: 1.580, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8852, loss_cls: 1.1515, loss: 1.1515, grad_norm: 5.7927 2021-02-06 08:56:12,042 - mmaction - INFO - Epoch [61][2900/3757] lr: 1.000e-03, eta: 1 day, 13:56:50, time: 1.654, data_time: 1.205, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2473, loss: 1.2473, grad_norm: 6.1008 2021-02-06 08:56:20,839 - mmaction - INFO - Epoch [61][2920/3757] lr: 1.000e-03, eta: 1 day, 13:56:21, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6734, top5_acc: 0.8586, loss_cls: 1.3091, loss: 1.3091, grad_norm: 6.2420 2021-02-06 08:56:42,451 - mmaction - INFO - Epoch [61][2940/3757] lr: 1.000e-03, eta: 1 day, 13:56:06, time: 1.081, data_time: 0.002, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8719, loss_cls: 1.2498, loss: 1.2498, grad_norm: 5.8539 2021-02-06 08:56:51,206 - mmaction - INFO - Epoch [61][2960/3757] lr: 1.000e-03, eta: 1 day, 13:55:38, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8984, loss_cls: 1.1104, loss: 1.1104, grad_norm: 5.8570 2021-02-06 08:56:59,999 - mmaction - INFO - Epoch [61][2980/3757] lr: 1.000e-03, eta: 1 day, 13:55:09, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8859, loss_cls: 1.1797, loss: 1.1797, grad_norm: 5.8922 2021-02-06 08:57:41,099 - mmaction - INFO - Epoch [61][3000/3757] lr: 1.000e-03, eta: 1 day, 13:55:13, time: 2.055, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8555, loss_cls: 1.2477, loss: 1.2477, grad_norm: 5.9543 2021-02-06 08:57:50,000 - mmaction - INFO - Epoch [61][3020/3757] lr: 1.000e-03, eta: 1 day, 13:54:45, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8688, loss_cls: 1.2242, loss: 1.2242, grad_norm: 6.0456 2021-02-06 08:58:18,858 - mmaction - INFO - Epoch [61][3040/3757] lr: 1.000e-03, eta: 1 day, 13:54:37, time: 1.443, data_time: 0.039, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8727, loss_cls: 1.2808, loss: 1.2808, grad_norm: 5.9876 2021-02-06 08:58:27,671 - mmaction - INFO - Epoch [61][3060/3757] lr: 1.000e-03, eta: 1 day, 13:54:09, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8852, loss_cls: 1.1767, loss: 1.1767, grad_norm: 5.8635 2021-02-06 08:58:55,560 - mmaction - INFO - Epoch [61][3080/3757] lr: 1.000e-03, eta: 1 day, 13:54:00, time: 1.395, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8805, loss_cls: 1.2261, loss: 1.2261, grad_norm: 6.0642 2021-02-06 08:59:04,301 - mmaction - INFO - Epoch [61][3100/3757] lr: 1.000e-03, eta: 1 day, 13:53:31, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8766, loss_cls: 1.2032, loss: 1.2032, grad_norm: 6.0899 2021-02-06 08:59:37,750 - mmaction - INFO - Epoch [61][3120/3757] lr: 1.000e-03, eta: 1 day, 13:53:28, time: 1.672, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8758, loss_cls: 1.2127, loss: 1.2127, grad_norm: 5.9711 2021-02-06 08:59:46,554 - mmaction - INFO - Epoch [61][3140/3757] lr: 1.000e-03, eta: 1 day, 13:52:59, time: 0.441, data_time: 0.002, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1424, loss: 1.1424, grad_norm: 5.7478 2021-02-06 08:59:55,341 - mmaction - INFO - Epoch [61][3160/3757] lr: 1.000e-03, eta: 1 day, 13:52:31, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8734, loss_cls: 1.2121, loss: 1.2121, grad_norm: 5.9468 2021-02-06 09:00:21,473 - mmaction - INFO - Epoch [61][3180/3757] lr: 1.000e-03, eta: 1 day, 13:52:20, time: 1.307, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.2375, loss: 1.2375, grad_norm: 6.1112 2021-02-06 09:00:30,291 - mmaction - INFO - Epoch [61][3200/3757] lr: 1.000e-03, eta: 1 day, 13:51:52, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2106, loss: 1.2106, grad_norm: 5.9832 2021-02-06 09:00:39,094 - mmaction - INFO - Epoch [61][3220/3757] lr: 1.000e-03, eta: 1 day, 13:51:23, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8828, loss_cls: 1.1918, loss: 1.1918, grad_norm: 5.9718 2021-02-06 09:01:14,299 - mmaction - INFO - Epoch [61][3240/3757] lr: 1.000e-03, eta: 1 day, 13:51:22, time: 1.760, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.1521, loss: 1.1521, grad_norm: 5.7242 2021-02-06 09:01:23,111 - mmaction - INFO - Epoch [61][3260/3757] lr: 1.000e-03, eta: 1 day, 13:50:53, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8852, loss_cls: 1.2131, loss: 1.2131, grad_norm: 6.0682 2021-02-06 09:01:31,941 - mmaction - INFO - Epoch [61][3280/3757] lr: 1.000e-03, eta: 1 day, 13:50:25, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8766, loss_cls: 1.2011, loss: 1.2011, grad_norm: 5.9026 2021-02-06 09:01:51,387 - mmaction - INFO - Epoch [61][3300/3757] lr: 1.000e-03, eta: 1 day, 13:50:07, time: 0.972, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.2777, loss: 1.2777, grad_norm: 6.0042 2021-02-06 09:02:37,185 - mmaction - INFO - Epoch [61][3320/3757] lr: 1.000e-03, eta: 1 day, 13:50:16, time: 2.290, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8734, loss_cls: 1.2225, loss: 1.2225, grad_norm: 5.9741 2021-02-06 09:02:45,993 - mmaction - INFO - Epoch [61][3340/3757] lr: 1.000e-03, eta: 1 day, 13:49:48, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1490, loss: 1.1490, grad_norm: 5.8437 2021-02-06 09:03:02,303 - mmaction - INFO - Epoch [61][3360/3757] lr: 1.000e-03, eta: 1 day, 13:49:27, time: 0.815, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8875, loss_cls: 1.1375, loss: 1.1375, grad_norm: 5.6655 2021-02-06 09:03:11,076 - mmaction - INFO - Epoch [61][3380/3757] lr: 1.000e-03, eta: 1 day, 13:48:59, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2416, loss: 1.2416, grad_norm: 5.9888 2021-02-06 09:03:19,962 - mmaction - INFO - Epoch [61][3400/3757] lr: 1.000e-03, eta: 1 day, 13:48:31, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8930, loss_cls: 1.1446, loss: 1.1446, grad_norm: 5.7454 2021-02-06 09:03:57,261 - mmaction - INFO - Epoch [61][3420/3757] lr: 1.000e-03, eta: 1 day, 13:48:31, time: 1.865, data_time: 1.405, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1723, loss: 1.1723, grad_norm: 5.8457 2021-02-06 09:04:12,166 - mmaction - INFO - Epoch [61][3440/3757] lr: 1.000e-03, eta: 1 day, 13:48:09, time: 0.746, data_time: 0.002, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8727, loss_cls: 1.2247, loss: 1.2247, grad_norm: 5.8297 2021-02-06 09:04:20,948 - mmaction - INFO - Epoch [61][3460/3757] lr: 1.000e-03, eta: 1 day, 13:47:40, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8703, loss_cls: 1.2644, loss: 1.2644, grad_norm: 6.0806 2021-02-06 09:04:29,731 - mmaction - INFO - Epoch [61][3480/3757] lr: 1.000e-03, eta: 1 day, 13:47:12, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8805, loss_cls: 1.1437, loss: 1.1437, grad_norm: 5.8579 2021-02-06 09:04:48,843 - mmaction - INFO - Epoch [61][3500/3757] lr: 1.000e-03, eta: 1 day, 13:46:54, time: 0.956, data_time: 0.304, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2644, loss: 1.2644, grad_norm: 6.0905 2021-02-06 09:04:57,687 - mmaction - INFO - Epoch [61][3520/3757] lr: 1.000e-03, eta: 1 day, 13:46:26, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8688, loss_cls: 1.2788, loss: 1.2788, grad_norm: 6.3572 2021-02-06 09:05:06,516 - mmaction - INFO - Epoch [61][3540/3757] lr: 1.000e-03, eta: 1 day, 13:45:58, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8758, loss_cls: 1.2694, loss: 1.2694, grad_norm: 6.1063 2021-02-06 09:06:09,425 - mmaction - INFO - Epoch [61][3560/3757] lr: 1.000e-03, eta: 1 day, 13:46:24, time: 3.145, data_time: 0.000, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2509, loss: 1.2509, grad_norm: 6.1745 2021-02-06 09:06:18,208 - mmaction - INFO - Epoch [61][3580/3757] lr: 1.000e-03, eta: 1 day, 13:45:55, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8867, loss_cls: 1.1937, loss: 1.1937, grad_norm: 6.0085 2021-02-06 09:06:27,049 - mmaction - INFO - Epoch [61][3600/3757] lr: 1.000e-03, eta: 1 day, 13:45:27, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8828, loss_cls: 1.1679, loss: 1.1679, grad_norm: 5.8160 2021-02-06 09:06:35,891 - mmaction - INFO - Epoch [61][3620/3757] lr: 1.000e-03, eta: 1 day, 13:44:59, time: 0.442, data_time: 0.003, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1974, loss: 1.1974, grad_norm: 5.8688 2021-02-06 09:06:53,534 - mmaction - INFO - Epoch [61][3640/3757] lr: 1.000e-03, eta: 1 day, 13:44:39, time: 0.882, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1515, loss: 1.1515, grad_norm: 5.8768 2021-02-06 09:07:02,337 - mmaction - INFO - Epoch [61][3660/3757] lr: 1.000e-03, eta: 1 day, 13:44:11, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1381, loss: 1.1381, grad_norm: 5.8350 2021-02-06 09:08:12,284 - mmaction - INFO - Epoch [61][3680/3757] lr: 1.000e-03, eta: 1 day, 13:44:44, time: 3.498, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.1906, loss: 1.1906, grad_norm: 6.0470 2021-02-06 09:08:57,645 - mmaction - INFO - Epoch [61][3700/3757] lr: 1.000e-03, eta: 1 day, 13:44:52, time: 2.267, data_time: 1.813, memory: 7141, top1_acc: 0.6617, top5_acc: 0.8781, loss_cls: 1.2887, loss: 1.2887, grad_norm: 6.2779 2021-02-06 09:09:06,446 - mmaction - INFO - Epoch [61][3720/3757] lr: 1.000e-03, eta: 1 day, 13:44:24, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.2460, loss: 1.2460, grad_norm: 6.2329 2021-02-06 09:09:40,572 - mmaction - INFO - Epoch [61][3740/3757] lr: 1.000e-03, eta: 1 day, 13:44:21, time: 1.706, data_time: 1.256, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8773, loss_cls: 1.2130, loss: 1.2130, grad_norm: 5.8638 2021-02-06 09:10:18,248 - mmaction - INFO - Saving checkpoint at 61 epochs 2021-02-06 09:11:22,918 - mmaction - INFO - Epoch [62][20/3757] lr: 1.000e-03, eta: 1 day, 13:44:16, time: 3.186, data_time: 2.726, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8836, loss_cls: 1.1723, loss: 1.1723, grad_norm: 5.7153 2021-02-06 09:11:31,815 - mmaction - INFO - Epoch [62][40/3757] lr: 1.000e-03, eta: 1 day, 13:43:48, time: 0.445, data_time: 0.005, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8852, loss_cls: 1.1775, loss: 1.1775, grad_norm: 6.0364 2021-02-06 09:11:40,625 - mmaction - INFO - Epoch [62][60/3757] lr: 1.000e-03, eta: 1 day, 13:43:20, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8875, loss_cls: 1.2004, loss: 1.2004, grad_norm: 6.0532 2021-02-06 09:11:49,444 - mmaction - INFO - Epoch [62][80/3757] lr: 1.000e-03, eta: 1 day, 13:42:51, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8859, loss_cls: 1.1287, loss: 1.1287, grad_norm: 5.7108 2021-02-06 09:11:58,219 - mmaction - INFO - Epoch [62][100/3757] lr: 1.000e-03, eta: 1 day, 13:42:23, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.2062, loss: 1.2062, grad_norm: 5.9745 2021-02-06 09:12:06,980 - mmaction - INFO - Epoch [62][120/3757] lr: 1.000e-03, eta: 1 day, 13:41:55, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1903, loss: 1.1903, grad_norm: 6.0595 2021-02-06 09:12:15,756 - mmaction - INFO - Epoch [62][140/3757] lr: 1.000e-03, eta: 1 day, 13:41:27, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.1844, loss: 1.1844, grad_norm: 6.0525 2021-02-06 09:12:24,629 - mmaction - INFO - Epoch [62][160/3757] lr: 1.000e-03, eta: 1 day, 13:40:58, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8578, loss_cls: 1.2902, loss: 1.2902, grad_norm: 5.9505 2021-02-06 09:12:33,492 - mmaction - INFO - Epoch [62][180/3757] lr: 1.000e-03, eta: 1 day, 13:40:30, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2526, loss: 1.2526, grad_norm: 6.0786 2021-02-06 09:12:42,403 - mmaction - INFO - Epoch [62][200/3757] lr: 1.000e-03, eta: 1 day, 13:40:02, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8844, loss_cls: 1.1473, loss: 1.1473, grad_norm: 5.8718 2021-02-06 09:12:51,294 - mmaction - INFO - Epoch [62][220/3757] lr: 1.000e-03, eta: 1 day, 13:39:34, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.1972, loss: 1.1972, grad_norm: 6.0246 2021-02-06 09:13:00,134 - mmaction - INFO - Epoch [62][240/3757] lr: 1.000e-03, eta: 1 day, 13:39:06, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8883, loss_cls: 1.1516, loss: 1.1516, grad_norm: 5.8300 2021-02-06 09:13:09,033 - mmaction - INFO - Epoch [62][260/3757] lr: 1.000e-03, eta: 1 day, 13:38:38, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.2148, loss: 1.2148, grad_norm: 5.9774 2021-02-06 09:13:17,828 - mmaction - INFO - Epoch [62][280/3757] lr: 1.000e-03, eta: 1 day, 13:38:09, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8820, loss_cls: 1.1468, loss: 1.1468, grad_norm: 5.7477 2021-02-06 09:13:26,657 - mmaction - INFO - Epoch [62][300/3757] lr: 1.000e-03, eta: 1 day, 13:37:41, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.2255, loss: 1.2255, grad_norm: 6.0444 2021-02-06 09:13:35,530 - mmaction - INFO - Epoch [62][320/3757] lr: 1.000e-03, eta: 1 day, 13:37:13, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8758, loss_cls: 1.2178, loss: 1.2178, grad_norm: 6.0026 2021-02-06 09:13:44,405 - mmaction - INFO - Epoch [62][340/3757] lr: 1.000e-03, eta: 1 day, 13:36:45, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8727, loss_cls: 1.2312, loss: 1.2312, grad_norm: 6.0464 2021-02-06 09:13:53,417 - mmaction - INFO - Epoch [62][360/3757] lr: 1.000e-03, eta: 1 day, 13:36:17, time: 0.451, data_time: 0.006, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8945, loss_cls: 1.1646, loss: 1.1646, grad_norm: 5.9697 2021-02-06 09:14:02,281 - mmaction - INFO - Epoch [62][380/3757] lr: 1.000e-03, eta: 1 day, 13:35:49, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2565, loss: 1.2565, grad_norm: 6.0235 2021-02-06 09:14:11,158 - mmaction - INFO - Epoch [62][400/3757] lr: 1.000e-03, eta: 1 day, 13:35:21, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.2813, loss: 1.2813, grad_norm: 6.1535 2021-02-06 09:14:20,048 - mmaction - INFO - Epoch [62][420/3757] lr: 1.000e-03, eta: 1 day, 13:34:53, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2167, loss: 1.2167, grad_norm: 5.9780 2021-02-06 09:14:28,876 - mmaction - INFO - Epoch [62][440/3757] lr: 1.000e-03, eta: 1 day, 13:34:24, time: 0.440, data_time: 0.002, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8766, loss_cls: 1.2312, loss: 1.2312, grad_norm: 6.1736 2021-02-06 09:14:37,736 - mmaction - INFO - Epoch [62][460/3757] lr: 1.000e-03, eta: 1 day, 13:33:56, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8883, loss_cls: 1.1524, loss: 1.1524, grad_norm: 5.8446 2021-02-06 09:14:46,651 - mmaction - INFO - Epoch [62][480/3757] lr: 1.000e-03, eta: 1 day, 13:33:28, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.2145, loss: 1.2145, grad_norm: 5.9816 2021-02-06 09:14:55,510 - mmaction - INFO - Epoch [62][500/3757] lr: 1.000e-03, eta: 1 day, 13:33:00, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.1484, loss: 1.1484, grad_norm: 5.9076 2021-02-06 09:15:04,351 - mmaction - INFO - Epoch [62][520/3757] lr: 1.000e-03, eta: 1 day, 13:32:32, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1503, loss: 1.1503, grad_norm: 5.7758 2021-02-06 09:15:13,200 - mmaction - INFO - Epoch [62][540/3757] lr: 1.000e-03, eta: 1 day, 13:32:04, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8883, loss_cls: 1.1159, loss: 1.1159, grad_norm: 5.8691 2021-02-06 09:15:22,074 - mmaction - INFO - Epoch [62][560/3757] lr: 1.000e-03, eta: 1 day, 13:31:36, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8734, loss_cls: 1.1800, loss: 1.1800, grad_norm: 5.9068 2021-02-06 09:15:30,891 - mmaction - INFO - Epoch [62][580/3757] lr: 1.000e-03, eta: 1 day, 13:31:08, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8773, loss_cls: 1.2239, loss: 1.2239, grad_norm: 5.9989 2021-02-06 09:15:39,799 - mmaction - INFO - Epoch [62][600/3757] lr: 1.000e-03, eta: 1 day, 13:30:40, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8805, loss_cls: 1.1852, loss: 1.1852, grad_norm: 5.9023 2021-02-06 09:15:48,638 - mmaction - INFO - Epoch [62][620/3757] lr: 1.000e-03, eta: 1 day, 13:30:12, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8977, loss_cls: 1.0985, loss: 1.0985, grad_norm: 5.8200 2021-02-06 09:15:57,526 - mmaction - INFO - Epoch [62][640/3757] lr: 1.000e-03, eta: 1 day, 13:29:44, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8891, loss_cls: 1.1859, loss: 1.1859, grad_norm: 6.1195 2021-02-06 09:16:06,434 - mmaction - INFO - Epoch [62][660/3757] lr: 1.000e-03, eta: 1 day, 13:29:16, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0914, loss: 1.0914, grad_norm: 5.6758 2021-02-06 09:16:15,314 - mmaction - INFO - Epoch [62][680/3757] lr: 1.000e-03, eta: 1 day, 13:28:47, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8852, loss_cls: 1.2161, loss: 1.2161, grad_norm: 6.0801 2021-02-06 09:16:24,182 - mmaction - INFO - Epoch [62][700/3757] lr: 1.000e-03, eta: 1 day, 13:28:19, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1904, loss: 1.1904, grad_norm: 6.0149 2021-02-06 09:16:33,041 - mmaction - INFO - Epoch [62][720/3757] lr: 1.000e-03, eta: 1 day, 13:27:51, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8930, loss_cls: 1.1302, loss: 1.1302, grad_norm: 6.0062 2021-02-06 09:16:41,969 - mmaction - INFO - Epoch [62][740/3757] lr: 1.000e-03, eta: 1 day, 13:27:23, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8891, loss_cls: 1.1689, loss: 1.1689, grad_norm: 5.9538 2021-02-06 09:16:50,845 - mmaction - INFO - Epoch [62][760/3757] lr: 1.000e-03, eta: 1 day, 13:26:55, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8938, loss_cls: 1.1545, loss: 1.1545, grad_norm: 6.0210 2021-02-06 09:16:59,715 - mmaction - INFO - Epoch [62][780/3757] lr: 1.000e-03, eta: 1 day, 13:26:27, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.1399, loss: 1.1399, grad_norm: 5.7828 2021-02-06 09:17:08,567 - mmaction - INFO - Epoch [62][800/3757] lr: 1.000e-03, eta: 1 day, 13:25:59, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8938, loss_cls: 1.0903, loss: 1.0903, grad_norm: 5.9380 2021-02-06 09:17:17,455 - mmaction - INFO - Epoch [62][820/3757] lr: 1.000e-03, eta: 1 day, 13:25:31, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8703, loss_cls: 1.1828, loss: 1.1828, grad_norm: 5.9435 2021-02-06 09:17:26,313 - mmaction - INFO - Epoch [62][840/3757] lr: 1.000e-03, eta: 1 day, 13:25:03, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8695, loss_cls: 1.2260, loss: 1.2260, grad_norm: 5.9984 2021-02-06 09:17:35,258 - mmaction - INFO - Epoch [62][860/3757] lr: 1.000e-03, eta: 1 day, 13:24:35, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2641, loss: 1.2641, grad_norm: 6.0709 2021-02-06 09:17:44,099 - mmaction - INFO - Epoch [62][880/3757] lr: 1.000e-03, eta: 1 day, 13:24:07, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2627, loss: 1.2627, grad_norm: 5.9724 2021-02-06 09:17:53,010 - mmaction - INFO - Epoch [62][900/3757] lr: 1.000e-03, eta: 1 day, 13:23:39, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8758, loss_cls: 1.1966, loss: 1.1966, grad_norm: 5.9740 2021-02-06 09:18:01,979 - mmaction - INFO - Epoch [62][920/3757] lr: 1.000e-03, eta: 1 day, 13:23:11, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1872, loss: 1.1872, grad_norm: 6.0666 2021-02-06 09:19:03,886 - mmaction - INFO - Epoch [62][940/3757] lr: 1.000e-03, eta: 1 day, 13:23:36, time: 3.096, data_time: 2.072, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8703, loss_cls: 1.2446, loss: 1.2446, grad_norm: 5.8279 2021-02-06 09:19:12,720 - mmaction - INFO - Epoch [62][960/3757] lr: 1.000e-03, eta: 1 day, 13:23:08, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8836, loss_cls: 1.1417, loss: 1.1417, grad_norm: 5.7804 2021-02-06 09:19:21,497 - mmaction - INFO - Epoch [62][980/3757] lr: 1.000e-03, eta: 1 day, 13:22:40, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8805, loss_cls: 1.2080, loss: 1.2080, grad_norm: 6.0014 2021-02-06 09:19:43,434 - mmaction - INFO - Epoch [62][1000/3757] lr: 1.000e-03, eta: 1 day, 13:22:25, time: 1.097, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8820, loss_cls: 1.1809, loss: 1.1809, grad_norm: 5.7292 2021-02-06 09:20:17,803 - mmaction - INFO - Epoch [62][1020/3757] lr: 1.000e-03, eta: 1 day, 13:22:22, time: 1.719, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2205, loss: 1.2205, grad_norm: 6.0862 2021-02-06 09:20:47,782 - mmaction - INFO - Epoch [62][1040/3757] lr: 1.000e-03, eta: 1 day, 13:22:15, time: 1.499, data_time: 1.041, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8836, loss_cls: 1.1504, loss: 1.1504, grad_norm: 5.9171 2021-02-06 09:21:39,197 - mmaction - INFO - Epoch [62][1060/3757] lr: 1.000e-03, eta: 1 day, 13:22:29, time: 2.570, data_time: 1.184, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8742, loss_cls: 1.1933, loss: 1.1933, grad_norm: 5.7992 2021-02-06 09:21:48,043 - mmaction - INFO - Epoch [62][1080/3757] lr: 1.000e-03, eta: 1 day, 13:22:01, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8820, loss_cls: 1.1669, loss: 1.1669, grad_norm: 5.8281 2021-02-06 09:22:22,860 - mmaction - INFO - Epoch [62][1100/3757] lr: 1.000e-03, eta: 1 day, 13:21:58, time: 1.740, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.2113, loss: 1.2113, grad_norm: 5.8983 2021-02-06 09:22:44,283 - mmaction - INFO - Epoch [62][1120/3757] lr: 1.000e-03, eta: 1 day, 13:21:43, time: 1.072, data_time: 0.634, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2063, loss: 1.2063, grad_norm: 6.0929 2021-02-06 09:23:15,346 - mmaction - INFO - Epoch [62][1140/3757] lr: 1.000e-03, eta: 1 day, 13:21:36, time: 1.553, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8758, loss_cls: 1.2032, loss: 1.2032, grad_norm: 6.0744 2021-02-06 09:24:11,300 - mmaction - INFO - Epoch [62][1160/3757] lr: 1.000e-03, eta: 1 day, 13:21:55, time: 2.797, data_time: 2.335, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8727, loss_cls: 1.2198, loss: 1.2198, grad_norm: 5.9110 2021-02-06 09:25:23,831 - mmaction - INFO - Epoch [62][1180/3757] lr: 1.000e-03, eta: 1 day, 13:22:29, time: 3.627, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8766, loss_cls: 1.2315, loss: 1.2315, grad_norm: 6.0485 2021-02-06 09:26:36,934 - mmaction - INFO - Epoch [62][1200/3757] lr: 1.000e-03, eta: 1 day, 13:23:05, time: 3.655, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8867, loss_cls: 1.1527, loss: 1.1527, grad_norm: 5.8652 2021-02-06 09:27:27,589 - mmaction - INFO - Epoch [62][1220/3757] lr: 1.000e-03, eta: 1 day, 13:23:18, time: 2.532, data_time: 0.000, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.1757, loss: 1.1757, grad_norm: 5.8087 2021-02-06 09:29:44,614 - mmaction - INFO - Epoch [62][1240/3757] lr: 1.000e-03, eta: 1 day, 13:24:56, time: 6.851, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8953, loss_cls: 1.1614, loss: 1.1614, grad_norm: 5.8685 2021-02-06 09:30:27,454 - mmaction - INFO - Epoch [62][1260/3757] lr: 1.000e-03, eta: 1 day, 13:25:01, time: 2.142, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8914, loss_cls: 1.1835, loss: 1.1835, grad_norm: 5.9808 2021-02-06 09:31:33,334 - mmaction - INFO - Epoch [62][1280/3757] lr: 1.000e-03, eta: 1 day, 13:25:29, time: 3.294, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8820, loss_cls: 1.1677, loss: 1.1677, grad_norm: 5.8255 2021-02-06 09:32:48,966 - mmaction - INFO - Epoch [62][1300/3757] lr: 1.000e-03, eta: 1 day, 13:26:07, time: 3.781, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8883, loss_cls: 1.1994, loss: 1.1994, grad_norm: 6.1075 2021-02-06 09:33:30,915 - mmaction - INFO - Epoch [62][1320/3757] lr: 1.000e-03, eta: 1 day, 13:26:11, time: 2.098, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2306, loss: 1.2306, grad_norm: 5.9625 2021-02-06 09:35:05,496 - mmaction - INFO - Epoch [62][1340/3757] lr: 1.000e-03, eta: 1 day, 13:27:07, time: 4.729, data_time: 2.385, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8750, loss_cls: 1.1896, loss: 1.1896, grad_norm: 6.0555 2021-02-06 09:35:49,711 - mmaction - INFO - Epoch [62][1360/3757] lr: 1.000e-03, eta: 1 day, 13:27:14, time: 2.211, data_time: 0.591, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8742, loss_cls: 1.2289, loss: 1.2289, grad_norm: 6.0494 2021-02-06 09:36:27,205 - mmaction - INFO - Epoch [62][1380/3757] lr: 1.000e-03, eta: 1 day, 13:27:14, time: 1.874, data_time: 1.409, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8836, loss_cls: 1.1804, loss: 1.1804, grad_norm: 6.0305 2021-02-06 09:37:30,767 - mmaction - INFO - Epoch [62][1400/3757] lr: 1.000e-03, eta: 1 day, 13:27:39, time: 3.178, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8703, loss_cls: 1.2169, loss: 1.2169, grad_norm: 6.1152 2021-02-06 09:38:29,469 - mmaction - INFO - Epoch [62][1420/3757] lr: 1.000e-03, eta: 1 day, 13:28:00, time: 2.935, data_time: 2.462, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8719, loss_cls: 1.1979, loss: 1.1979, grad_norm: 5.9218 2021-02-06 09:39:47,015 - mmaction - INFO - Epoch [62][1440/3757] lr: 1.000e-03, eta: 1 day, 13:28:39, time: 3.878, data_time: 0.967, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8898, loss_cls: 1.1649, loss: 1.1649, grad_norm: 6.0687 2021-02-06 09:40:56,287 - mmaction - INFO - Epoch [62][1460/3757] lr: 1.000e-03, eta: 1 day, 13:29:10, time: 3.463, data_time: 0.473, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.1979, loss: 1.1979, grad_norm: 5.9532 2021-02-06 09:42:07,593 - mmaction - INFO - Epoch [62][1480/3757] lr: 1.000e-03, eta: 1 day, 13:29:43, time: 3.566, data_time: 1.898, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8828, loss_cls: 1.1823, loss: 1.1823, grad_norm: 5.8807 2021-02-06 09:42:56,231 - mmaction - INFO - Epoch [62][1500/3757] lr: 1.000e-03, eta: 1 day, 13:29:54, time: 2.432, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2410, loss: 1.2410, grad_norm: 6.0139 2021-02-06 09:44:02,634 - mmaction - INFO - Epoch [62][1520/3757] lr: 1.000e-03, eta: 1 day, 13:30:22, time: 3.320, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8805, loss_cls: 1.1454, loss: 1.1454, grad_norm: 5.8624 2021-02-06 09:44:11,447 - mmaction - INFO - Epoch [62][1540/3757] lr: 1.000e-03, eta: 1 day, 13:29:54, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8820, loss_cls: 1.1464, loss: 1.1464, grad_norm: 5.7094 2021-02-06 09:45:22,707 - mmaction - INFO - Epoch [62][1560/3757] lr: 1.000e-03, eta: 1 day, 13:30:27, time: 3.563, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.1148, loss: 1.1148, grad_norm: 5.7691 2021-02-06 09:46:07,152 - mmaction - INFO - Epoch [62][1580/3757] lr: 1.000e-03, eta: 1 day, 13:30:34, time: 2.222, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.2266, loss: 1.2266, grad_norm: 6.0554 2021-02-06 09:46:15,927 - mmaction - INFO - Epoch [62][1600/3757] lr: 1.000e-03, eta: 1 day, 13:30:05, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8859, loss_cls: 1.2242, loss: 1.2242, grad_norm: 6.1701 2021-02-06 09:48:28,239 - mmaction - INFO - Epoch [62][1620/3757] lr: 1.000e-03, eta: 1 day, 13:31:38, time: 6.615, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8820, loss_cls: 1.1985, loss: 1.1985, grad_norm: 6.0268 2021-02-06 09:49:42,829 - mmaction - INFO - Epoch [62][1640/3757] lr: 1.000e-03, eta: 1 day, 13:32:14, time: 3.730, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8789, loss_cls: 1.1804, loss: 1.1804, grad_norm: 5.8353 2021-02-06 09:51:38,364 - mmaction - INFO - Epoch [62][1660/3757] lr: 1.000e-03, eta: 1 day, 13:33:30, time: 5.777, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8695, loss_cls: 1.2440, loss: 1.2440, grad_norm: 6.0938 2021-02-06 09:52:40,110 - mmaction - INFO - Epoch [62][1680/3757] lr: 1.000e-03, eta: 1 day, 13:33:53, time: 3.087, data_time: 0.001, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8789, loss_cls: 1.2094, loss: 1.2094, grad_norm: 6.2451 2021-02-06 09:53:36,386 - mmaction - INFO - Epoch [62][1700/3757] lr: 1.000e-03, eta: 1 day, 13:34:11, time: 2.813, data_time: 0.942, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8914, loss_cls: 1.1317, loss: 1.1317, grad_norm: 5.9051 2021-02-06 09:55:50,830 - mmaction - INFO - Epoch [62][1720/3757] lr: 1.000e-03, eta: 1 day, 13:35:46, time: 6.722, data_time: 1.079, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8719, loss_cls: 1.1958, loss: 1.1958, grad_norm: 5.8565 2021-02-06 09:57:57,005 - mmaction - INFO - Epoch [62][1740/3757] lr: 1.000e-03, eta: 1 day, 13:37:12, time: 6.309, data_time: 0.002, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8836, loss_cls: 1.1289, loss: 1.1289, grad_norm: 5.8030 2021-02-06 09:59:02,699 - mmaction - INFO - Epoch [62][1760/3757] lr: 1.000e-03, eta: 1 day, 13:37:39, time: 3.285, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1565, loss: 1.1565, grad_norm: 5.8805 2021-02-06 09:59:11,522 - mmaction - INFO - Epoch [62][1780/3757] lr: 1.000e-03, eta: 1 day, 13:37:11, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8789, loss_cls: 1.1985, loss: 1.1985, grad_norm: 5.9819 2021-02-06 09:59:44,833 - mmaction - INFO - Epoch [62][1800/3757] lr: 1.000e-03, eta: 1 day, 13:37:06, time: 1.665, data_time: 1.049, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1572, loss: 1.1572, grad_norm: 5.8930 2021-02-06 09:59:53,650 - mmaction - INFO - Epoch [62][1820/3757] lr: 1.000e-03, eta: 1 day, 13:36:38, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8727, loss_cls: 1.2246, loss: 1.2246, grad_norm: 6.2258 2021-02-06 10:00:17,976 - mmaction - INFO - Epoch [62][1840/3757] lr: 1.000e-03, eta: 1 day, 13:36:25, time: 1.216, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2869, loss: 1.2869, grad_norm: 6.2697 2021-02-06 10:01:04,016 - mmaction - INFO - Epoch [62][1860/3757] lr: 1.000e-03, eta: 1 day, 13:36:33, time: 2.303, data_time: 1.664, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.1701, loss: 1.1701, grad_norm: 5.7663 2021-02-06 10:02:46,943 - mmaction - INFO - Epoch [62][1880/3757] lr: 1.000e-03, eta: 1 day, 13:37:36, time: 5.146, data_time: 2.840, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2883, loss: 1.2883, grad_norm: 5.9782 2021-02-06 10:03:44,397 - mmaction - INFO - Epoch [62][1900/3757] lr: 1.000e-03, eta: 1 day, 13:37:55, time: 2.871, data_time: 1.163, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8789, loss_cls: 1.1571, loss: 1.1571, grad_norm: 5.7979 2021-02-06 10:04:06,642 - mmaction - INFO - Epoch [62][1920/3757] lr: 1.000e-03, eta: 1 day, 13:37:40, time: 1.114, data_time: 0.674, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8828, loss_cls: 1.2495, loss: 1.2495, grad_norm: 6.0933 2021-02-06 10:05:05,312 - mmaction - INFO - Epoch [62][1940/3757] lr: 1.000e-03, eta: 1 day, 13:38:00, time: 2.933, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2264, loss: 1.2264, grad_norm: 6.0631 2021-02-06 10:06:28,510 - mmaction - INFO - Epoch [62][1960/3757] lr: 1.000e-03, eta: 1 day, 13:38:44, time: 4.160, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8945, loss_cls: 1.1186, loss: 1.1186, grad_norm: 5.8613 2021-02-06 10:07:13,410 - mmaction - INFO - Epoch [62][1980/3757] lr: 1.000e-03, eta: 1 day, 13:38:51, time: 2.245, data_time: 0.018, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8820, loss_cls: 1.2208, loss: 1.2208, grad_norm: 6.1050 2021-02-06 10:08:22,763 - mmaction - INFO - Epoch [62][2000/3757] lr: 1.000e-03, eta: 1 day, 13:39:21, time: 3.467, data_time: 0.597, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8773, loss_cls: 1.1580, loss: 1.1580, grad_norm: 5.8115 2021-02-06 10:08:53,232 - mmaction - INFO - Epoch [62][2020/3757] lr: 1.000e-03, eta: 1 day, 13:39:14, time: 1.524, data_time: 1.081, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8922, loss_cls: 1.1254, loss: 1.1254, grad_norm: 5.7085 2021-02-06 10:09:27,505 - mmaction - INFO - Epoch [62][2040/3757] lr: 1.000e-03, eta: 1 day, 13:39:10, time: 1.713, data_time: 0.322, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8805, loss_cls: 1.2266, loss: 1.2266, grad_norm: 6.2918 2021-02-06 10:10:34,228 - mmaction - INFO - Epoch [62][2060/3757] lr: 1.000e-03, eta: 1 day, 13:39:38, time: 3.336, data_time: 0.001, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.2775, loss: 1.2775, grad_norm: 6.1880 2021-02-06 10:11:57,347 - mmaction - INFO - Epoch [62][2080/3757] lr: 1.000e-03, eta: 1 day, 13:40:22, time: 4.156, data_time: 2.605, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.1855, loss: 1.1855, grad_norm: 5.9383 2021-02-06 10:13:16,144 - mmaction - INFO - Epoch [62][2100/3757] lr: 1.000e-03, eta: 1 day, 13:41:01, time: 3.939, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8930, loss_cls: 1.0889, loss: 1.0889, grad_norm: 5.7598 2021-02-06 10:14:18,054 - mmaction - INFO - Epoch [62][2120/3757] lr: 1.000e-03, eta: 1 day, 13:41:24, time: 3.096, data_time: 0.005, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8828, loss_cls: 1.2030, loss: 1.2030, grad_norm: 5.8213 2021-02-06 10:14:50,848 - mmaction - INFO - Epoch [62][2140/3757] lr: 1.000e-03, eta: 1 day, 13:41:19, time: 1.640, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8641, loss_cls: 1.2581, loss: 1.2581, grad_norm: 5.9686 2021-02-06 10:16:09,693 - mmaction - INFO - Epoch [62][2160/3757] lr: 1.000e-03, eta: 1 day, 13:41:59, time: 3.942, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.2134, loss: 1.2134, grad_norm: 5.8883 2021-02-06 10:17:43,754 - mmaction - INFO - Epoch [62][2180/3757] lr: 1.000e-03, eta: 1 day, 13:42:53, time: 4.704, data_time: 2.793, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8844, loss_cls: 1.1573, loss: 1.1573, grad_norm: 6.0378 2021-02-06 10:18:28,207 - mmaction - INFO - Epoch [62][2200/3757] lr: 1.000e-03, eta: 1 day, 13:42:59, time: 2.222, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8656, loss_cls: 1.2939, loss: 1.2939, grad_norm: 6.1977 2021-02-06 10:19:29,616 - mmaction - INFO - Epoch [62][2220/3757] lr: 1.000e-03, eta: 1 day, 13:43:22, time: 3.071, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8695, loss_cls: 1.2411, loss: 1.2411, grad_norm: 6.1248 2021-02-06 10:20:53,055 - mmaction - INFO - Epoch [62][2240/3757] lr: 1.000e-03, eta: 1 day, 13:44:05, time: 4.173, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.1890, loss: 1.1890, grad_norm: 5.8518 2021-02-06 10:22:00,161 - mmaction - INFO - Epoch [62][2260/3757] lr: 1.000e-03, eta: 1 day, 13:44:33, time: 3.355, data_time: 0.272, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1760, loss: 1.1760, grad_norm: 5.8597 2021-02-06 10:22:30,171 - mmaction - INFO - Epoch [62][2280/3757] lr: 1.000e-03, eta: 1 day, 13:44:25, time: 1.500, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8930, loss_cls: 1.1530, loss: 1.1530, grad_norm: 5.9694 2021-02-06 10:22:53,395 - mmaction - INFO - Epoch [62][2300/3757] lr: 1.000e-03, eta: 1 day, 13:44:11, time: 1.160, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.1983, loss: 1.1983, grad_norm: 5.7686 2021-02-06 10:24:37,175 - mmaction - INFO - Epoch [62][2320/3757] lr: 1.000e-03, eta: 1 day, 13:45:14, time: 5.191, data_time: 0.003, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8852, loss_cls: 1.1402, loss: 1.1402, grad_norm: 6.0352 2021-02-06 10:25:24,699 - mmaction - INFO - Epoch [62][2340/3757] lr: 1.000e-03, eta: 1 day, 13:45:23, time: 2.377, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.2269, loss: 1.2269, grad_norm: 5.8282 2021-02-06 10:26:21,941 - mmaction - INFO - Epoch [62][2360/3757] lr: 1.000e-03, eta: 1 day, 13:45:41, time: 2.862, data_time: 1.007, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8883, loss_cls: 1.1869, loss: 1.1869, grad_norm: 6.1462 2021-02-06 10:27:28,398 - mmaction - INFO - Epoch [62][2380/3757] lr: 1.000e-03, eta: 1 day, 13:46:09, time: 3.323, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2769, loss: 1.2769, grad_norm: 6.1371 2021-02-06 10:27:58,932 - mmaction - INFO - Epoch [62][2400/3757] lr: 1.000e-03, eta: 1 day, 13:46:01, time: 1.526, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8680, loss_cls: 1.2126, loss: 1.2126, grad_norm: 6.0724 2021-02-06 10:28:25,614 - mmaction - INFO - Epoch [62][2420/3757] lr: 1.000e-03, eta: 1 day, 13:45:50, time: 1.334, data_time: 0.002, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8719, loss_cls: 1.2394, loss: 1.2394, grad_norm: 5.9282 2021-02-06 10:29:34,438 - mmaction - INFO - Epoch [62][2440/3757] lr: 1.000e-03, eta: 1 day, 13:46:19, time: 3.441, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1715, loss: 1.1715, grad_norm: 5.8589 2021-02-06 10:30:30,955 - mmaction - INFO - Epoch [62][2460/3757] lr: 1.000e-03, eta: 1 day, 13:46:37, time: 2.826, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8766, loss_cls: 1.2005, loss: 1.2005, grad_norm: 6.0953 2021-02-06 10:31:30,983 - mmaction - INFO - Epoch [62][2480/3757] lr: 1.000e-03, eta: 1 day, 13:46:58, time: 3.002, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8719, loss_cls: 1.2153, loss: 1.2153, grad_norm: 6.1886 2021-02-06 10:32:20,945 - mmaction - INFO - Epoch [62][2500/3757] lr: 1.000e-03, eta: 1 day, 13:47:09, time: 2.498, data_time: 0.000, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8898, loss_cls: 1.2079, loss: 1.2079, grad_norm: 6.1287 2021-02-06 10:33:31,500 - mmaction - INFO - Epoch [62][2520/3757] lr: 1.000e-03, eta: 1 day, 13:47:40, time: 3.527, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8953, loss_cls: 1.1446, loss: 1.1446, grad_norm: 5.8023 2021-02-06 10:33:50,767 - mmaction - INFO - Epoch [62][2540/3757] lr: 1.000e-03, eta: 1 day, 13:47:21, time: 0.963, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2433, loss: 1.2433, grad_norm: 5.9436 2021-02-06 10:33:59,769 - mmaction - INFO - Epoch [62][2560/3757] lr: 1.000e-03, eta: 1 day, 13:46:53, time: 0.451, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8914, loss_cls: 1.1345, loss: 1.1345, grad_norm: 5.9624 2021-02-06 10:34:42,184 - mmaction - INFO - Epoch [62][2580/3757] lr: 1.000e-03, eta: 1 day, 13:46:57, time: 2.120, data_time: 0.000, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8750, loss_cls: 1.2572, loss: 1.2572, grad_norm: 6.0859 2021-02-06 10:35:32,452 - mmaction - INFO - Epoch [62][2600/3757] lr: 1.000e-03, eta: 1 day, 13:47:08, time: 2.514, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8867, loss_cls: 1.1733, loss: 1.1733, grad_norm: 6.0473 2021-02-06 10:35:41,547 - mmaction - INFO - Epoch [62][2620/3757] lr: 1.000e-03, eta: 1 day, 13:46:40, time: 0.453, data_time: 0.001, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8805, loss_cls: 1.2314, loss: 1.2314, grad_norm: 6.1513 2021-02-06 10:36:34,364 - mmaction - INFO - Epoch [62][2640/3757] lr: 1.000e-03, eta: 1 day, 13:46:53, time: 2.642, data_time: 0.002, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1504, loss: 1.1504, grad_norm: 5.8015 2021-02-06 10:37:51,335 - mmaction - INFO - Epoch [62][2660/3757] lr: 1.000e-03, eta: 1 day, 13:47:31, time: 3.848, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8898, loss_cls: 1.2002, loss: 1.2002, grad_norm: 5.9792 2021-02-06 10:38:55,731 - mmaction - INFO - Epoch [62][2680/3757] lr: 1.000e-03, eta: 1 day, 13:47:56, time: 3.220, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8820, loss_cls: 1.1724, loss: 1.1724, grad_norm: 5.9037 2021-02-06 10:40:02,242 - mmaction - INFO - Epoch [62][2700/3757] lr: 1.000e-03, eta: 1 day, 13:48:22, time: 3.326, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8867, loss_cls: 1.1245, loss: 1.1245, grad_norm: 5.7853 2021-02-06 10:40:47,498 - mmaction - INFO - Epoch [62][2720/3757] lr: 1.000e-03, eta: 1 day, 13:48:29, time: 2.263, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.2114, loss: 1.2114, grad_norm: 5.8902 2021-02-06 10:41:24,965 - mmaction - INFO - Epoch [62][2740/3757] lr: 1.000e-03, eta: 1 day, 13:48:28, time: 1.873, data_time: 0.387, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8742, loss_cls: 1.2669, loss: 1.2669, grad_norm: 6.1464 2021-02-06 10:42:43,825 - mmaction - INFO - Epoch [62][2760/3757] lr: 1.000e-03, eta: 1 day, 13:49:07, time: 3.944, data_time: 1.860, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8672, loss_cls: 1.2570, loss: 1.2570, grad_norm: 6.0718 2021-02-06 10:42:59,418 - mmaction - INFO - Epoch [62][2780/3757] lr: 1.000e-03, eta: 1 day, 13:48:44, time: 0.780, data_time: 0.137, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.1464, loss: 1.1464, grad_norm: 5.8625 2021-02-06 10:43:08,293 - mmaction - INFO - Epoch [62][2800/3757] lr: 1.000e-03, eta: 1 day, 13:48:16, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8812, loss_cls: 1.2262, loss: 1.2262, grad_norm: 6.2140 2021-02-06 10:44:31,959 - mmaction - INFO - Epoch [62][2820/3757] lr: 1.000e-03, eta: 1 day, 13:48:59, time: 4.184, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8727, loss_cls: 1.2178, loss: 1.2178, grad_norm: 6.0858 2021-02-06 10:45:05,837 - mmaction - INFO - Epoch [62][2840/3757] lr: 1.000e-03, eta: 1 day, 13:48:55, time: 1.693, data_time: 1.019, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8766, loss_cls: 1.2549, loss: 1.2549, grad_norm: 6.0819 2021-02-06 10:45:14,700 - mmaction - INFO - Epoch [62][2860/3757] lr: 1.000e-03, eta: 1 day, 13:48:26, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8805, loss_cls: 1.2035, loss: 1.2035, grad_norm: 6.0078 2021-02-06 10:46:05,915 - mmaction - INFO - Epoch [62][2880/3757] lr: 1.000e-03, eta: 1 day, 13:48:38, time: 2.561, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8805, loss_cls: 1.2183, loss: 1.2183, grad_norm: 6.0153 2021-02-06 10:46:23,545 - mmaction - INFO - Epoch [62][2900/3757] lr: 1.000e-03, eta: 1 day, 13:48:18, time: 0.882, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8695, loss_cls: 1.2131, loss: 1.2131, grad_norm: 5.9002 2021-02-06 10:46:52,027 - mmaction - INFO - Epoch [62][2920/3757] lr: 1.000e-03, eta: 1 day, 13:48:08, time: 1.425, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8797, loss_cls: 1.2312, loss: 1.2312, grad_norm: 6.0098 2021-02-06 10:47:53,868 - mmaction - INFO - Epoch [62][2940/3757] lr: 1.000e-03, eta: 1 day, 13:48:30, time: 3.091, data_time: 0.988, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8914, loss_cls: 1.1652, loss: 1.1652, grad_norm: 6.0340 2021-02-06 10:48:11,851 - mmaction - INFO - Epoch [62][2960/3757] lr: 1.000e-03, eta: 1 day, 13:48:10, time: 0.899, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.2889, loss: 1.2889, grad_norm: 6.1276 2021-02-06 10:49:40,561 - mmaction - INFO - Epoch [62][2980/3757] lr: 1.000e-03, eta: 1 day, 13:48:58, time: 4.436, data_time: 1.044, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8711, loss_cls: 1.2080, loss: 1.2080, grad_norm: 6.0227 2021-02-06 10:50:12,487 - mmaction - INFO - Epoch [62][3000/3757] lr: 1.000e-03, eta: 1 day, 13:48:52, time: 1.596, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8766, loss_cls: 1.2320, loss: 1.2320, grad_norm: 6.1069 2021-02-06 10:50:51,898 - mmaction - INFO - Epoch [62][3020/3757] lr: 1.000e-03, eta: 1 day, 13:48:52, time: 1.970, data_time: 0.437, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8688, loss_cls: 1.2634, loss: 1.2634, grad_norm: 6.1707 2021-02-06 10:52:06,566 - mmaction - INFO - Epoch [62][3040/3757] lr: 1.000e-03, eta: 1 day, 13:49:27, time: 3.734, data_time: 0.940, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.1683, loss: 1.1683, grad_norm: 5.8439 2021-02-06 10:52:15,357 - mmaction - INFO - Epoch [62][3060/3757] lr: 1.000e-03, eta: 1 day, 13:48:58, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2321, loss: 1.2321, grad_norm: 6.0729 2021-02-06 10:52:40,500 - mmaction - INFO - Epoch [62][3080/3757] lr: 1.000e-03, eta: 1 day, 13:48:45, time: 1.257, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1942, loss: 1.1942, grad_norm: 5.9809 2021-02-06 10:53:20,035 - mmaction - INFO - Epoch [62][3100/3757] lr: 1.000e-03, eta: 1 day, 13:48:46, time: 1.976, data_time: 0.043, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8914, loss_cls: 1.1637, loss: 1.1637, grad_norm: 6.0246 2021-02-06 10:54:15,472 - mmaction - INFO - Epoch [62][3120/3757] lr: 1.000e-03, eta: 1 day, 13:49:02, time: 2.773, data_time: 0.364, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8562, loss_cls: 1.2402, loss: 1.2402, grad_norm: 6.1215 2021-02-06 10:54:46,655 - mmaction - INFO - Epoch [62][3140/3757] lr: 1.000e-03, eta: 1 day, 13:48:54, time: 1.559, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.2355, loss: 1.2355, grad_norm: 5.8802 2021-02-06 10:55:56,787 - mmaction - INFO - Epoch [62][3160/3757] lr: 1.000e-03, eta: 1 day, 13:49:24, time: 3.506, data_time: 0.922, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8805, loss_cls: 1.1919, loss: 1.1919, grad_norm: 5.9555 2021-02-06 10:56:31,995 - mmaction - INFO - Epoch [62][3180/3757] lr: 1.000e-03, eta: 1 day, 13:49:21, time: 1.761, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8703, loss_cls: 1.2684, loss: 1.2684, grad_norm: 6.0326 2021-02-06 10:56:58,857 - mmaction - INFO - Epoch [62][3200/3757] lr: 1.000e-03, eta: 1 day, 13:49:10, time: 1.343, data_time: 0.888, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.2141, loss: 1.2141, grad_norm: 6.0154 2021-02-06 10:58:14,641 - mmaction - INFO - Epoch [62][3220/3757] lr: 1.000e-03, eta: 1 day, 13:49:45, time: 3.789, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.9000, loss_cls: 1.1364, loss: 1.1364, grad_norm: 5.9454 2021-02-06 10:59:04,197 - mmaction - INFO - Epoch [62][3240/3757] lr: 1.000e-03, eta: 1 day, 13:49:55, time: 2.478, data_time: 0.645, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8812, loss_cls: 1.2022, loss: 1.2022, grad_norm: 6.0051 2021-02-06 10:59:28,534 - mmaction - INFO - Epoch [62][3260/3757] lr: 1.000e-03, eta: 1 day, 13:49:41, time: 1.216, data_time: 0.000, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8711, loss_cls: 1.2279, loss: 1.2279, grad_norm: 6.0469 2021-02-06 11:01:21,454 - mmaction - INFO - Epoch [62][3280/3757] lr: 1.000e-03, eta: 1 day, 13:50:52, time: 5.646, data_time: 0.222, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8688, loss_cls: 1.2029, loss: 1.2029, grad_norm: 5.6934 2021-02-06 11:02:36,213 - mmaction - INFO - Epoch [62][3300/3757] lr: 1.000e-03, eta: 1 day, 13:51:26, time: 3.738, data_time: 2.102, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2564, loss: 1.2564, grad_norm: 6.1532 2021-02-06 11:03:35,502 - mmaction - INFO - Epoch [62][3320/3757] lr: 1.000e-03, eta: 1 day, 13:51:46, time: 2.965, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8688, loss_cls: 1.2424, loss: 1.2424, grad_norm: 5.9338 2021-02-06 11:04:39,262 - mmaction - INFO - Epoch [62][3340/3757] lr: 1.000e-03, eta: 1 day, 13:52:09, time: 3.188, data_time: 1.061, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8578, loss_cls: 1.2819, loss: 1.2819, grad_norm: 6.2694 2021-02-06 11:06:07,410 - mmaction - INFO - Epoch [62][3360/3757] lr: 1.000e-03, eta: 1 day, 13:52:56, time: 4.408, data_time: 0.001, memory: 7141, top1_acc: 0.6781, top5_acc: 0.8758, loss_cls: 1.2729, loss: 1.2729, grad_norm: 6.1284 2021-02-06 11:07:20,807 - mmaction - INFO - Epoch [62][3380/3757] lr: 1.000e-03, eta: 1 day, 13:53:29, time: 3.670, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8805, loss_cls: 1.1778, loss: 1.1778, grad_norm: 6.0688 2021-02-06 11:07:29,597 - mmaction - INFO - Epoch [62][3400/3757] lr: 1.000e-03, eta: 1 day, 13:53:00, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8672, loss_cls: 1.3136, loss: 1.3136, grad_norm: 6.2068 2021-02-06 11:07:38,326 - mmaction - INFO - Epoch [62][3420/3757] lr: 1.000e-03, eta: 1 day, 13:52:31, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.2504, loss: 1.2504, grad_norm: 6.0193 2021-02-06 11:07:47,163 - mmaction - INFO - Epoch [62][3440/3757] lr: 1.000e-03, eta: 1 day, 13:52:03, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8875, loss_cls: 1.1841, loss: 1.1841, grad_norm: 5.7818 2021-02-06 11:08:06,465 - mmaction - INFO - Epoch [62][3460/3757] lr: 1.000e-03, eta: 1 day, 13:51:44, time: 0.965, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8758, loss_cls: 1.2136, loss: 1.2136, grad_norm: 5.8424 2021-02-06 11:09:35,070 - mmaction - INFO - Epoch [62][3480/3757] lr: 1.000e-03, eta: 1 day, 13:52:31, time: 4.430, data_time: 2.530, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1594, loss: 1.1594, grad_norm: 5.7013 2021-02-06 11:10:23,998 - mmaction - INFO - Epoch [62][3500/3757] lr: 1.000e-03, eta: 1 day, 13:52:40, time: 2.446, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8820, loss_cls: 1.1928, loss: 1.1928, grad_norm: 5.8516 2021-02-06 11:11:22,126 - mmaction - INFO - Epoch [62][3520/3757] lr: 1.000e-03, eta: 1 day, 13:52:59, time: 2.907, data_time: 1.088, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8914, loss_cls: 1.1706, loss: 1.1706, grad_norm: 5.9410 2021-02-06 11:12:03,791 - mmaction - INFO - Epoch [62][3540/3757] lr: 1.000e-03, eta: 1 day, 13:53:01, time: 2.083, data_time: 1.458, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8656, loss_cls: 1.2309, loss: 1.2309, grad_norm: 5.8708 2021-02-06 11:13:05,516 - mmaction - INFO - Epoch [62][3560/3757] lr: 1.000e-03, eta: 1 day, 13:53:23, time: 3.086, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8906, loss_cls: 1.0807, loss: 1.0807, grad_norm: 5.7774 2021-02-06 11:13:58,009 - mmaction - INFO - Epoch [62][3580/3757] lr: 1.000e-03, eta: 1 day, 13:53:35, time: 2.625, data_time: 0.049, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8711, loss_cls: 1.2552, loss: 1.2552, grad_norm: 6.0458 2021-02-06 11:14:06,775 - mmaction - INFO - Epoch [62][3600/3757] lr: 1.000e-03, eta: 1 day, 13:53:06, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8781, loss_cls: 1.2567, loss: 1.2567, grad_norm: 6.1142 2021-02-06 11:14:15,519 - mmaction - INFO - Epoch [62][3620/3757] lr: 1.000e-03, eta: 1 day, 13:52:37, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8664, loss_cls: 1.2948, loss: 1.2948, grad_norm: 6.3666 2021-02-06 11:14:24,377 - mmaction - INFO - Epoch [62][3640/3757] lr: 1.000e-03, eta: 1 day, 13:52:09, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8750, loss_cls: 1.2476, loss: 1.2476, grad_norm: 6.2259 2021-02-06 11:15:20,315 - mmaction - INFO - Epoch [62][3660/3757] lr: 1.000e-03, eta: 1 day, 13:52:25, time: 2.796, data_time: 2.333, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8688, loss_cls: 1.2945, loss: 1.2945, grad_norm: 6.1264 2021-02-06 11:17:22,466 - mmaction - INFO - Epoch [62][3680/3757] lr: 1.000e-03, eta: 1 day, 13:53:44, time: 6.108, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.1682, loss: 1.1682, grad_norm: 6.0670 2021-02-06 11:18:20,689 - mmaction - INFO - Epoch [62][3700/3757] lr: 1.000e-03, eta: 1 day, 13:54:02, time: 2.911, data_time: 1.425, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8875, loss_cls: 1.2104, loss: 1.2104, grad_norm: 6.1857 2021-02-06 11:19:16,448 - mmaction - INFO - Epoch [62][3720/3757] lr: 1.000e-03, eta: 1 day, 13:54:17, time: 2.788, data_time: 0.001, memory: 7141, top1_acc: 0.6703, top5_acc: 0.8711, loss_cls: 1.2630, loss: 1.2630, grad_norm: 6.3751 2021-02-06 11:20:47,649 - mmaction - INFO - Epoch [62][3740/3757] lr: 1.000e-03, eta: 1 day, 13:55:07, time: 4.561, data_time: 2.659, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1846, loss: 1.1846, grad_norm: 6.1307 2021-02-06 11:21:04,430 - mmaction - INFO - Saving checkpoint at 62 epochs 2021-02-06 11:21:29,728 - mmaction - INFO - Epoch [63][20/3757] lr: 1.000e-03, eta: 1 day, 13:54:21, time: 1.247, data_time: 0.796, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2193, loss: 1.2193, grad_norm: 5.9717 2021-02-06 11:21:38,533 - mmaction - INFO - Epoch [63][40/3757] lr: 1.000e-03, eta: 1 day, 13:53:53, time: 0.440, data_time: 0.002, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1853, loss: 1.1853, grad_norm: 6.1093 2021-02-06 11:21:47,322 - mmaction - INFO - Epoch [63][60/3757] lr: 1.000e-03, eta: 1 day, 13:53:24, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8781, loss_cls: 1.2177, loss: 1.2177, grad_norm: 5.8427 2021-02-06 11:21:56,214 - mmaction - INFO - Epoch [63][80/3757] lr: 1.000e-03, eta: 1 day, 13:52:55, time: 0.445, data_time: 0.003, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1896, loss: 1.1896, grad_norm: 5.9501 2021-02-06 11:22:04,980 - mmaction - INFO - Epoch [63][100/3757] lr: 1.000e-03, eta: 1 day, 13:52:26, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8664, loss_cls: 1.3039, loss: 1.3039, grad_norm: 6.2015 2021-02-06 11:22:13,775 - mmaction - INFO - Epoch [63][120/3757] lr: 1.000e-03, eta: 1 day, 13:51:57, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.1305, loss: 1.1305, grad_norm: 5.8456 2021-02-06 11:22:22,607 - mmaction - INFO - Epoch [63][140/3757] lr: 1.000e-03, eta: 1 day, 13:51:28, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8812, loss_cls: 1.1899, loss: 1.1899, grad_norm: 6.0444 2021-02-06 11:22:31,510 - mmaction - INFO - Epoch [63][160/3757] lr: 1.000e-03, eta: 1 day, 13:50:59, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8859, loss_cls: 1.1663, loss: 1.1663, grad_norm: 5.7624 2021-02-06 11:22:40,367 - mmaction - INFO - Epoch [63][180/3757] lr: 1.000e-03, eta: 1 day, 13:50:31, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8797, loss_cls: 1.2193, loss: 1.2193, grad_norm: 6.0359 2021-02-06 11:22:49,258 - mmaction - INFO - Epoch [63][200/3757] lr: 1.000e-03, eta: 1 day, 13:50:02, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.2681, loss: 1.2681, grad_norm: 6.1684 2021-02-06 11:22:58,161 - mmaction - INFO - Epoch [63][220/3757] lr: 1.000e-03, eta: 1 day, 13:49:33, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8867, loss_cls: 1.1175, loss: 1.1175, grad_norm: 5.7115 2021-02-06 11:23:06,982 - mmaction - INFO - Epoch [63][240/3757] lr: 1.000e-03, eta: 1 day, 13:49:04, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8680, loss_cls: 1.2788, loss: 1.2788, grad_norm: 6.0628 2021-02-06 11:23:15,874 - mmaction - INFO - Epoch [63][260/3757] lr: 1.000e-03, eta: 1 day, 13:48:35, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8781, loss_cls: 1.1961, loss: 1.1961, grad_norm: 5.8458 2021-02-06 11:23:24,830 - mmaction - INFO - Epoch [63][280/3757] lr: 1.000e-03, eta: 1 day, 13:48:07, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8898, loss_cls: 1.1443, loss: 1.1443, grad_norm: 5.8710 2021-02-06 11:23:33,769 - mmaction - INFO - Epoch [63][300/3757] lr: 1.000e-03, eta: 1 day, 13:47:38, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8664, loss_cls: 1.2544, loss: 1.2544, grad_norm: 5.9979 2021-02-06 11:23:42,760 - mmaction - INFO - Epoch [63][320/3757] lr: 1.000e-03, eta: 1 day, 13:47:09, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8711, loss_cls: 1.2552, loss: 1.2552, grad_norm: 6.3118 2021-02-06 11:23:51,647 - mmaction - INFO - Epoch [63][340/3757] lr: 1.000e-03, eta: 1 day, 13:46:40, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8914, loss_cls: 1.1353, loss: 1.1353, grad_norm: 5.8772 2021-02-06 11:24:00,505 - mmaction - INFO - Epoch [63][360/3757] lr: 1.000e-03, eta: 1 day, 13:46:12, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8648, loss_cls: 1.2682, loss: 1.2682, grad_norm: 6.1494 2021-02-06 11:24:09,435 - mmaction - INFO - Epoch [63][380/3757] lr: 1.000e-03, eta: 1 day, 13:45:43, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.1948, loss: 1.1948, grad_norm: 6.0515 2021-02-06 11:24:18,285 - mmaction - INFO - Epoch [63][400/3757] lr: 1.000e-03, eta: 1 day, 13:45:14, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8867, loss_cls: 1.1420, loss: 1.1420, grad_norm: 5.8622 2021-02-06 11:24:27,206 - mmaction - INFO - Epoch [63][420/3757] lr: 1.000e-03, eta: 1 day, 13:44:46, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8750, loss_cls: 1.1716, loss: 1.1716, grad_norm: 5.8244 2021-02-06 11:24:36,118 - mmaction - INFO - Epoch [63][440/3757] lr: 1.000e-03, eta: 1 day, 13:44:17, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2208, loss: 1.2208, grad_norm: 6.1234 2021-02-06 11:24:44,959 - mmaction - INFO - Epoch [63][460/3757] lr: 1.000e-03, eta: 1 day, 13:43:48, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8961, loss_cls: 1.0694, loss: 1.0694, grad_norm: 5.8111 2021-02-06 11:24:53,892 - mmaction - INFO - Epoch [63][480/3757] lr: 1.000e-03, eta: 1 day, 13:43:19, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.0824, loss: 1.0824, grad_norm: 5.8363 2021-02-06 11:25:02,785 - mmaction - INFO - Epoch [63][500/3757] lr: 1.000e-03, eta: 1 day, 13:42:51, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.1661, loss: 1.1661, grad_norm: 5.8206 2021-02-06 11:25:11,619 - mmaction - INFO - Epoch [63][520/3757] lr: 1.000e-03, eta: 1 day, 13:42:22, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8914, loss_cls: 1.1330, loss: 1.1330, grad_norm: 5.8114 2021-02-06 11:25:20,510 - mmaction - INFO - Epoch [63][540/3757] lr: 1.000e-03, eta: 1 day, 13:41:53, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8766, loss_cls: 1.2538, loss: 1.2538, grad_norm: 6.1186 2021-02-06 11:25:29,425 - mmaction - INFO - Epoch [63][560/3757] lr: 1.000e-03, eta: 1 day, 13:41:25, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8930, loss_cls: 1.1529, loss: 1.1529, grad_norm: 6.0575 2021-02-06 11:25:38,314 - mmaction - INFO - Epoch [63][580/3757] lr: 1.000e-03, eta: 1 day, 13:40:56, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8742, loss_cls: 1.1538, loss: 1.1538, grad_norm: 5.9999 2021-02-06 11:25:47,243 - mmaction - INFO - Epoch [63][600/3757] lr: 1.000e-03, eta: 1 day, 13:40:27, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1287, loss: 1.1287, grad_norm: 5.7353 2021-02-06 11:26:32,153 - mmaction - INFO - Epoch [63][620/3757] lr: 1.000e-03, eta: 1 day, 13:40:32, time: 2.245, data_time: 0.000, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8648, loss_cls: 1.2006, loss: 1.2006, grad_norm: 6.0897 2021-02-06 11:26:56,793 - mmaction - INFO - Epoch [63][640/3757] lr: 1.000e-03, eta: 1 day, 13:40:19, time: 1.232, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.2502, loss: 1.2502, grad_norm: 6.0074 2021-02-06 11:27:05,592 - mmaction - INFO - Epoch [63][660/3757] lr: 1.000e-03, eta: 1 day, 13:39:50, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8758, loss_cls: 1.2347, loss: 1.2347, grad_norm: 6.0954 2021-02-06 11:27:14,382 - mmaction - INFO - Epoch [63][680/3757] lr: 1.000e-03, eta: 1 day, 13:39:21, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2136, loss: 1.2136, grad_norm: 5.9002 2021-02-06 11:27:23,269 - mmaction - INFO - Epoch [63][700/3757] lr: 1.000e-03, eta: 1 day, 13:38:52, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8805, loss_cls: 1.2496, loss: 1.2496, grad_norm: 6.3824 2021-02-06 11:27:49,703 - mmaction - INFO - Epoch [63][720/3757] lr: 1.000e-03, eta: 1 day, 13:38:40, time: 1.322, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.1687, loss: 1.1687, grad_norm: 5.8891 2021-02-06 11:28:47,203 - mmaction - INFO - Epoch [63][740/3757] lr: 1.000e-03, eta: 1 day, 13:38:57, time: 2.875, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.1725, loss: 1.1725, grad_norm: 5.9404 2021-02-06 11:29:39,284 - mmaction - INFO - Epoch [63][760/3757] lr: 1.000e-03, eta: 1 day, 13:39:09, time: 2.603, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8914, loss_cls: 1.1463, loss: 1.1463, grad_norm: 6.1046 2021-02-06 11:30:32,574 - mmaction - INFO - Epoch [63][780/3757] lr: 1.000e-03, eta: 1 day, 13:39:22, time: 2.665, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.2142, loss: 1.2142, grad_norm: 6.1614 2021-02-06 11:31:01,376 - mmaction - INFO - Epoch [63][800/3757] lr: 1.000e-03, eta: 1 day, 13:39:12, time: 1.440, data_time: 0.999, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8922, loss_cls: 1.1204, loss: 1.1204, grad_norm: 5.8032 2021-02-06 11:31:27,387 - mmaction - INFO - Epoch [63][820/3757] lr: 1.000e-03, eta: 1 day, 13:39:00, time: 1.301, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1554, loss: 1.1554, grad_norm: 6.0092 2021-02-06 11:32:27,148 - mmaction - INFO - Epoch [63][840/3757] lr: 1.000e-03, eta: 1 day, 13:39:19, time: 2.987, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8602, loss_cls: 1.2304, loss: 1.2304, grad_norm: 6.2367 2021-02-06 11:33:01,062 - mmaction - INFO - Epoch [63][860/3757] lr: 1.000e-03, eta: 1 day, 13:39:14, time: 1.697, data_time: 1.253, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8867, loss_cls: 1.2195, loss: 1.2195, grad_norm: 6.3226 2021-02-06 11:33:09,811 - mmaction - INFO - Epoch [63][880/3757] lr: 1.000e-03, eta: 1 day, 13:38:45, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8781, loss_cls: 1.1802, loss: 1.1802, grad_norm: 5.8477 2021-02-06 11:33:18,619 - mmaction - INFO - Epoch [63][900/3757] lr: 1.000e-03, eta: 1 day, 13:38:16, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1582, loss: 1.1582, grad_norm: 5.9621 2021-02-06 11:33:27,465 - mmaction - INFO - Epoch [63][920/3757] lr: 1.000e-03, eta: 1 day, 13:37:47, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.1854, loss: 1.1854, grad_norm: 6.0116 2021-02-06 11:33:36,344 - mmaction - INFO - Epoch [63][940/3757] lr: 1.000e-03, eta: 1 day, 13:37:19, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8703, loss_cls: 1.2473, loss: 1.2473, grad_norm: 6.2896 2021-02-06 11:33:45,175 - mmaction - INFO - Epoch [63][960/3757] lr: 1.000e-03, eta: 1 day, 13:36:50, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.2499, loss: 1.2499, grad_norm: 6.0599 2021-02-06 11:34:14,245 - mmaction - INFO - Epoch [63][980/3757] lr: 1.000e-03, eta: 1 day, 13:36:40, time: 1.454, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8766, loss_cls: 1.2196, loss: 1.2196, grad_norm: 5.9847 2021-02-06 11:34:23,081 - mmaction - INFO - Epoch [63][1000/3757] lr: 1.000e-03, eta: 1 day, 13:36:11, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8852, loss_cls: 1.1712, loss: 1.1712, grad_norm: 6.0490 2021-02-06 11:34:45,355 - mmaction - INFO - Epoch [63][1020/3757] lr: 1.000e-03, eta: 1 day, 13:35:55, time: 1.113, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8812, loss_cls: 1.1151, loss: 1.1151, grad_norm: 5.6788 2021-02-06 11:35:11,138 - mmaction - INFO - Epoch [63][1040/3757] lr: 1.000e-03, eta: 1 day, 13:35:42, time: 1.289, data_time: 0.001, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8727, loss_cls: 1.2543, loss: 1.2543, grad_norm: 6.1965 2021-02-06 11:35:43,650 - mmaction - INFO - Epoch [63][1060/3757] lr: 1.000e-03, eta: 1 day, 13:35:36, time: 1.625, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8797, loss_cls: 1.1751, loss: 1.1751, grad_norm: 6.1362 2021-02-06 11:35:52,456 - mmaction - INFO - Epoch [63][1080/3757] lr: 1.000e-03, eta: 1 day, 13:35:07, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8883, loss_cls: 1.1731, loss: 1.1731, grad_norm: 6.0455 2021-02-06 11:36:15,816 - mmaction - INFO - Epoch [63][1100/3757] lr: 1.000e-03, eta: 1 day, 13:34:52, time: 1.168, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8688, loss_cls: 1.2113, loss: 1.2113, grad_norm: 6.0837 2021-02-06 11:36:46,244 - mmaction - INFO - Epoch [63][1120/3757] lr: 1.000e-03, eta: 1 day, 13:34:44, time: 1.521, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2058, loss: 1.2058, grad_norm: 6.0048 2021-02-06 11:36:55,020 - mmaction - INFO - Epoch [63][1140/3757] lr: 1.000e-03, eta: 1 day, 13:34:15, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1719, loss: 1.1719, grad_norm: 6.0551 2021-02-06 11:37:22,833 - mmaction - INFO - Epoch [63][1160/3757] lr: 1.000e-03, eta: 1 day, 13:34:04, time: 1.391, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8789, loss_cls: 1.1550, loss: 1.1550, grad_norm: 5.9998 2021-02-06 11:37:54,878 - mmaction - INFO - Epoch [63][1180/3757] lr: 1.000e-03, eta: 1 day, 13:33:57, time: 1.602, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8883, loss_cls: 1.1198, loss: 1.1198, grad_norm: 5.9161 2021-02-06 11:38:03,646 - mmaction - INFO - Epoch [63][1200/3757] lr: 1.000e-03, eta: 1 day, 13:33:28, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.2038, loss: 1.2038, grad_norm: 5.9130 2021-02-06 11:38:38,226 - mmaction - INFO - Epoch [63][1220/3757] lr: 1.000e-03, eta: 1 day, 13:33:23, time: 1.729, data_time: 1.284, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1443, loss: 1.1443, grad_norm: 5.8382 2021-02-06 11:38:47,027 - mmaction - INFO - Epoch [63][1240/3757] lr: 1.000e-03, eta: 1 day, 13:32:55, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8906, loss_cls: 1.1524, loss: 1.1524, grad_norm: 5.9762 2021-02-06 11:39:08,832 - mmaction - INFO - Epoch [63][1260/3757] lr: 1.000e-03, eta: 1 day, 13:32:38, time: 1.090, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8906, loss_cls: 1.1265, loss: 1.1265, grad_norm: 6.0584 2021-02-06 11:39:44,753 - mmaction - INFO - Epoch [63][1280/3757] lr: 1.000e-03, eta: 1 day, 13:32:35, time: 1.796, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8945, loss_cls: 1.1354, loss: 1.1354, grad_norm: 5.9606 2021-02-06 11:40:05,673 - mmaction - INFO - Epoch [63][1300/3757] lr: 1.000e-03, eta: 1 day, 13:32:17, time: 1.045, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8875, loss_cls: 1.1918, loss: 1.1918, grad_norm: 6.1955 2021-02-06 11:41:19,838 - mmaction - INFO - Epoch [63][1320/3757] lr: 1.000e-03, eta: 1 day, 13:32:50, time: 3.709, data_time: 3.266, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8883, loss_cls: 1.1797, loss: 1.1797, grad_norm: 6.1284 2021-02-06 11:41:44,830 - mmaction - INFO - Epoch [63][1340/3757] lr: 1.000e-03, eta: 1 day, 13:32:36, time: 1.250, data_time: 0.735, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.1582, loss: 1.1582, grad_norm: 5.9653 2021-02-06 11:42:18,664 - mmaction - INFO - Epoch [63][1360/3757] lr: 1.000e-03, eta: 1 day, 13:32:31, time: 1.692, data_time: 1.247, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1643, loss: 1.1643, grad_norm: 5.8545 2021-02-06 11:42:48,586 - mmaction - INFO - Epoch [63][1380/3757] lr: 1.000e-03, eta: 1 day, 13:32:22, time: 1.496, data_time: 0.000, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8703, loss_cls: 1.2773, loss: 1.2773, grad_norm: 6.3695 2021-02-06 11:43:22,357 - mmaction - INFO - Epoch [63][1400/3757] lr: 1.000e-03, eta: 1 day, 13:32:16, time: 1.688, data_time: 1.248, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1840, loss: 1.1840, grad_norm: 5.8609 2021-02-06 11:43:57,312 - mmaction - INFO - Epoch [63][1420/3757] lr: 1.000e-03, eta: 1 day, 13:32:12, time: 1.748, data_time: 1.287, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8445, loss_cls: 1.2930, loss: 1.2930, grad_norm: 6.0125 2021-02-06 11:45:03,200 - mmaction - INFO - Epoch [63][1440/3757] lr: 1.000e-03, eta: 1 day, 13:32:36, time: 3.294, data_time: 1.362, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8781, loss_cls: 1.1544, loss: 1.1544, grad_norm: 5.8677 2021-02-06 11:45:56,520 - mmaction - INFO - Epoch [63][1460/3757] lr: 1.000e-03, eta: 1 day, 13:32:49, time: 2.666, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8812, loss_cls: 1.2278, loss: 1.2278, grad_norm: 6.2618 2021-02-06 11:46:05,320 - mmaction - INFO - Epoch [63][1480/3757] lr: 1.000e-03, eta: 1 day, 13:32:20, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8914, loss_cls: 1.1929, loss: 1.1929, grad_norm: 5.9856 2021-02-06 11:46:58,021 - mmaction - INFO - Epoch [63][1500/3757] lr: 1.000e-03, eta: 1 day, 13:32:32, time: 2.634, data_time: 0.992, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8859, loss_cls: 1.1966, loss: 1.1966, grad_norm: 6.0146 2021-02-06 11:47:28,166 - mmaction - INFO - Epoch [63][1520/3757] lr: 1.000e-03, eta: 1 day, 13:32:23, time: 1.508, data_time: 1.067, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8789, loss_cls: 1.2280, loss: 1.2280, grad_norm: 6.0244 2021-02-06 11:47:55,945 - mmaction - INFO - Epoch [63][1540/3757] lr: 1.000e-03, eta: 1 day, 13:32:12, time: 1.389, data_time: 0.948, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8898, loss_cls: 1.1489, loss: 1.1489, grad_norm: 6.0153 2021-02-06 11:48:28,715 - mmaction - INFO - Epoch [63][1560/3757] lr: 1.000e-03, eta: 1 day, 13:32:06, time: 1.638, data_time: 0.000, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8680, loss_cls: 1.2241, loss: 1.2241, grad_norm: 5.9001 2021-02-06 11:49:04,031 - mmaction - INFO - Epoch [63][1580/3757] lr: 1.000e-03, eta: 1 day, 13:32:02, time: 1.766, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8750, loss_cls: 1.2227, loss: 1.2227, grad_norm: 6.2080 2021-02-06 11:49:27,805 - mmaction - INFO - Epoch [63][1600/3757] lr: 1.000e-03, eta: 1 day, 13:31:47, time: 1.189, data_time: 0.003, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8820, loss_cls: 1.1286, loss: 1.1286, grad_norm: 5.7878 2021-02-06 11:50:25,651 - mmaction - INFO - Epoch [63][1620/3757] lr: 1.000e-03, eta: 1 day, 13:32:04, time: 2.891, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8883, loss_cls: 1.1429, loss: 1.1429, grad_norm: 5.8119 2021-02-06 11:51:27,614 - mmaction - INFO - Epoch [63][1640/3757] lr: 1.000e-03, eta: 1 day, 13:32:24, time: 3.099, data_time: 0.003, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8852, loss_cls: 1.2276, loss: 1.2276, grad_norm: 6.1069 2021-02-06 11:52:25,363 - mmaction - INFO - Epoch [63][1660/3757] lr: 1.000e-03, eta: 1 day, 13:32:41, time: 2.887, data_time: 1.273, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8938, loss_cls: 1.1481, loss: 1.1481, grad_norm: 6.2681 2021-02-06 11:53:54,832 - mmaction - INFO - Epoch [63][1680/3757] lr: 1.000e-03, eta: 1 day, 13:33:27, time: 4.473, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.1928, loss: 1.1928, grad_norm: 5.9499 2021-02-06 11:54:46,098 - mmaction - INFO - Epoch [63][1700/3757] lr: 1.000e-03, eta: 1 day, 13:33:38, time: 2.564, data_time: 1.449, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8797, loss_cls: 1.2171, loss: 1.2171, grad_norm: 6.0409 2021-02-06 11:56:17,425 - mmaction - INFO - Epoch [63][1720/3757] lr: 1.000e-03, eta: 1 day, 13:34:26, time: 4.566, data_time: 0.009, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1439, loss: 1.1439, grad_norm: 5.8859 2021-02-06 11:57:26,324 - mmaction - INFO - Epoch [63][1740/3757] lr: 1.000e-03, eta: 1 day, 13:34:52, time: 3.444, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8617, loss_cls: 1.2494, loss: 1.2494, grad_norm: 5.9723 2021-02-06 11:58:34,345 - mmaction - INFO - Epoch [63][1760/3757] lr: 1.000e-03, eta: 1 day, 13:35:19, time: 3.402, data_time: 0.016, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8812, loss_cls: 1.1931, loss: 1.1931, grad_norm: 5.9339 2021-02-06 11:59:38,321 - mmaction - INFO - Epoch [63][1780/3757] lr: 1.000e-03, eta: 1 day, 13:35:41, time: 3.199, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.1772, loss: 1.1772, grad_norm: 5.7818 2021-02-06 12:00:39,825 - mmaction - INFO - Epoch [63][1800/3757] lr: 1.000e-03, eta: 1 day, 13:36:01, time: 3.075, data_time: 1.287, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8734, loss_cls: 1.2272, loss: 1.2272, grad_norm: 6.1906 2021-02-06 12:01:06,469 - mmaction - INFO - Epoch [63][1820/3757] lr: 1.000e-03, eta: 1 day, 13:35:49, time: 1.332, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8844, loss_cls: 1.1894, loss: 1.1894, grad_norm: 6.1897 2021-02-06 12:01:41,652 - mmaction - INFO - Epoch [63][1840/3757] lr: 1.000e-03, eta: 1 day, 13:35:44, time: 1.759, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8938, loss_cls: 1.1350, loss: 1.1350, grad_norm: 5.9194 2021-02-06 12:03:33,041 - mmaction - INFO - Epoch [63][1860/3757] lr: 1.000e-03, eta: 1 day, 13:36:50, time: 5.569, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8969, loss_cls: 1.1081, loss: 1.1081, grad_norm: 5.7616 2021-02-06 12:04:45,081 - mmaction - INFO - Epoch [63][1880/3757] lr: 1.000e-03, eta: 1 day, 13:37:20, time: 3.598, data_time: 1.294, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2636, loss: 1.2636, grad_norm: 6.0934 2021-02-06 12:05:14,265 - mmaction - INFO - Epoch [63][1900/3757] lr: 1.000e-03, eta: 1 day, 13:37:10, time: 1.464, data_time: 0.005, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.1904, loss: 1.1904, grad_norm: 5.9734 2021-02-06 12:05:43,763 - mmaction - INFO - Epoch [63][1920/3757] lr: 1.000e-03, eta: 1 day, 13:37:00, time: 1.475, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2473, loss: 1.2473, grad_norm: 6.1750 2021-02-06 12:06:31,078 - mmaction - INFO - Epoch [63][1940/3757] lr: 1.000e-03, eta: 1 day, 13:37:07, time: 2.366, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8914, loss_cls: 1.1388, loss: 1.1388, grad_norm: 5.9579 2021-02-06 12:07:39,913 - mmaction - INFO - Epoch [63][1960/3757] lr: 1.000e-03, eta: 1 day, 13:37:34, time: 3.441, data_time: 1.180, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8883, loss_cls: 1.2085, loss: 1.2085, grad_norm: 6.2296 2021-02-06 12:08:16,183 - mmaction - INFO - Epoch [63][1980/3757] lr: 1.000e-03, eta: 1 day, 13:37:30, time: 1.814, data_time: 1.376, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8766, loss_cls: 1.2242, loss: 1.2242, grad_norm: 6.1063 2021-02-06 12:08:24,970 - mmaction - INFO - Epoch [63][2000/3757] lr: 1.000e-03, eta: 1 day, 13:37:01, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.2817, loss: 1.2817, grad_norm: 6.1423 2021-02-06 12:08:33,803 - mmaction - INFO - Epoch [63][2020/3757] lr: 1.000e-03, eta: 1 day, 13:36:32, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.1835, loss: 1.1835, grad_norm: 6.1486 2021-02-06 12:08:42,679 - mmaction - INFO - Epoch [63][2040/3757] lr: 1.000e-03, eta: 1 day, 13:36:04, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2079, loss: 1.2079, grad_norm: 5.9808 2021-02-06 12:09:40,289 - mmaction - INFO - Epoch [63][2060/3757] lr: 1.000e-03, eta: 1 day, 13:36:20, time: 2.882, data_time: 1.312, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.2137, loss: 1.2137, grad_norm: 6.0642 2021-02-06 12:11:09,155 - mmaction - INFO - Epoch [63][2080/3757] lr: 1.000e-03, eta: 1 day, 13:37:05, time: 4.443, data_time: 2.630, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.1698, loss: 1.1698, grad_norm: 5.8938 2021-02-06 12:11:52,199 - mmaction - INFO - Epoch [63][2100/3757] lr: 1.000e-03, eta: 1 day, 13:37:08, time: 2.152, data_time: 1.050, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8742, loss_cls: 1.2560, loss: 1.2560, grad_norm: 6.2720 2021-02-06 12:13:11,618 - mmaction - INFO - Epoch [63][2120/3757] lr: 1.000e-03, eta: 1 day, 13:37:44, time: 3.971, data_time: 2.278, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8836, loss_cls: 1.1407, loss: 1.1407, grad_norm: 5.8331 2021-02-06 12:14:44,326 - mmaction - INFO - Epoch [63][2140/3757] lr: 1.000e-03, eta: 1 day, 13:38:32, time: 4.636, data_time: 1.179, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8664, loss_cls: 1.2710, loss: 1.2710, grad_norm: 6.2400 2021-02-06 12:15:28,316 - mmaction - INFO - Epoch [63][2160/3757] lr: 1.000e-03, eta: 1 day, 13:38:36, time: 2.200, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1559, loss: 1.1559, grad_norm: 6.0472 2021-02-06 12:16:02,933 - mmaction - INFO - Epoch [63][2180/3757] lr: 1.000e-03, eta: 1 day, 13:38:31, time: 1.731, data_time: 1.281, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1615, loss: 1.1615, grad_norm: 5.9675 2021-02-06 12:16:40,906 - mmaction - INFO - Epoch [63][2200/3757] lr: 1.000e-03, eta: 1 day, 13:38:29, time: 1.899, data_time: 0.317, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.2125, loss: 1.2125, grad_norm: 6.2161 2021-02-06 12:17:14,807 - mmaction - INFO - Epoch [63][2220/3757] lr: 1.000e-03, eta: 1 day, 13:38:23, time: 1.695, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8711, loss_cls: 1.2387, loss: 1.2387, grad_norm: 5.9597 2021-02-06 12:17:49,586 - mmaction - INFO - Epoch [63][2240/3757] lr: 1.000e-03, eta: 1 day, 13:38:18, time: 1.739, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1697, loss: 1.1697, grad_norm: 6.0406 2021-02-06 12:18:25,475 - mmaction - INFO - Epoch [63][2260/3757] lr: 1.000e-03, eta: 1 day, 13:38:14, time: 1.793, data_time: 1.351, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8953, loss_cls: 1.2135, loss: 1.2135, grad_norm: 6.2033 2021-02-06 12:19:26,235 - mmaction - INFO - Epoch [63][2280/3757] lr: 1.000e-03, eta: 1 day, 13:38:33, time: 3.039, data_time: 2.581, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.2337, loss: 1.2337, grad_norm: 6.1381 2021-02-06 12:20:21,948 - mmaction - INFO - Epoch [63][2300/3757] lr: 1.000e-03, eta: 1 day, 13:38:47, time: 2.785, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8773, loss_cls: 1.1543, loss: 1.1543, grad_norm: 5.8175 2021-02-06 12:20:58,734 - mmaction - INFO - Epoch [63][2320/3757] lr: 1.000e-03, eta: 1 day, 13:38:44, time: 1.839, data_time: 1.383, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8883, loss_cls: 1.1867, loss: 1.1867, grad_norm: 6.3047 2021-02-06 12:23:14,588 - mmaction - INFO - Epoch [63][2340/3757] lr: 1.000e-03, eta: 1 day, 13:40:12, time: 6.793, data_time: 1.536, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8883, loss_cls: 1.1554, loss: 1.1554, grad_norm: 6.0219 2021-02-06 12:23:46,585 - mmaction - INFO - Epoch [63][2360/3757] lr: 1.000e-03, eta: 1 day, 13:40:04, time: 1.600, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.1980, loss: 1.1980, grad_norm: 6.1629 2021-02-06 12:24:42,778 - mmaction - INFO - Epoch [63][2380/3757] lr: 1.000e-03, eta: 1 day, 13:40:19, time: 2.810, data_time: 1.226, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8906, loss_cls: 1.1107, loss: 1.1107, grad_norm: 5.9581 2021-02-06 12:25:14,955 - mmaction - INFO - Epoch [63][2400/3757] lr: 1.000e-03, eta: 1 day, 13:40:11, time: 1.609, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8922, loss_cls: 1.1642, loss: 1.1642, grad_norm: 6.1992 2021-02-06 12:25:38,327 - mmaction - INFO - Epoch [63][2420/3757] lr: 1.000e-03, eta: 1 day, 13:39:56, time: 1.169, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8781, loss_cls: 1.1690, loss: 1.1690, grad_norm: 5.9719 2021-02-06 12:25:51,915 - mmaction - INFO - Epoch [63][2440/3757] lr: 1.000e-03, eta: 1 day, 13:39:31, time: 0.679, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8930, loss_cls: 1.0920, loss: 1.0920, grad_norm: 5.8282 2021-02-06 12:27:01,249 - mmaction - INFO - Epoch [63][2460/3757] lr: 1.000e-03, eta: 1 day, 13:39:58, time: 3.467, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8789, loss_cls: 1.1554, loss: 1.1554, grad_norm: 5.8973 2021-02-06 12:27:31,795 - mmaction - INFO - Epoch [63][2480/3757] lr: 1.000e-03, eta: 1 day, 13:39:49, time: 1.527, data_time: 1.084, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8852, loss_cls: 1.1669, loss: 1.1669, grad_norm: 6.0578 2021-02-06 12:28:56,188 - mmaction - INFO - Epoch [63][2500/3757] lr: 1.000e-03, eta: 1 day, 13:40:29, time: 4.219, data_time: 1.578, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1712, loss: 1.1712, grad_norm: 6.1032 2021-02-06 12:29:15,351 - mmaction - INFO - Epoch [63][2520/3757] lr: 1.000e-03, eta: 1 day, 13:40:10, time: 0.958, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8812, loss_cls: 1.1486, loss: 1.1486, grad_norm: 5.8368 2021-02-06 12:30:49,327 - mmaction - INFO - Epoch [63][2540/3757] lr: 1.000e-03, eta: 1 day, 13:40:59, time: 4.698, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8906, loss_cls: 1.1184, loss: 1.1184, grad_norm: 5.9570 2021-02-06 12:31:43,754 - mmaction - INFO - Epoch [63][2560/3757] lr: 1.000e-03, eta: 1 day, 13:41:12, time: 2.722, data_time: 1.165, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8922, loss_cls: 1.1544, loss: 1.1544, grad_norm: 5.8424 2021-02-06 12:32:44,079 - mmaction - INFO - Epoch [63][2580/3757] lr: 1.000e-03, eta: 1 day, 13:41:30, time: 3.016, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8734, loss_cls: 1.2621, loss: 1.2621, grad_norm: 6.3432 2021-02-06 12:34:22,369 - mmaction - INFO - Epoch [63][2600/3757] lr: 1.000e-03, eta: 1 day, 13:42:23, time: 4.914, data_time: 1.338, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2327, loss: 1.2327, grad_norm: 6.2154 2021-02-06 12:35:11,802 - mmaction - INFO - Epoch [63][2620/3757] lr: 1.000e-03, eta: 1 day, 13:42:31, time: 2.472, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8867, loss_cls: 1.1506, loss: 1.1506, grad_norm: 5.9445 2021-02-06 12:36:26,166 - mmaction - INFO - Epoch [63][2640/3757] lr: 1.000e-03, eta: 1 day, 13:43:02, time: 3.718, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8945, loss_cls: 1.1345, loss: 1.1345, grad_norm: 6.0389 2021-02-06 12:37:40,020 - mmaction - INFO - Epoch [63][2660/3757] lr: 1.000e-03, eta: 1 day, 13:43:32, time: 3.693, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8828, loss_cls: 1.1439, loss: 1.1439, grad_norm: 6.1441 2021-02-06 12:38:43,722 - mmaction - INFO - Epoch [63][2680/3757] lr: 1.000e-03, eta: 1 day, 13:43:54, time: 3.185, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8625, loss_cls: 1.2881, loss: 1.2881, grad_norm: 6.2064 2021-02-06 12:39:45,093 - mmaction - INFO - Epoch [63][2700/3757] lr: 1.000e-03, eta: 1 day, 13:44:13, time: 3.069, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.1285, loss: 1.1285, grad_norm: 5.8274 2021-02-06 12:40:58,325 - mmaction - INFO - Epoch [63][2720/3757] lr: 1.000e-03, eta: 1 day, 13:44:43, time: 3.661, data_time: 1.876, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8773, loss_cls: 1.1901, loss: 1.1901, grad_norm: 6.0631 2021-02-06 12:42:01,845 - mmaction - INFO - Epoch [63][2740/3757] lr: 1.000e-03, eta: 1 day, 13:45:04, time: 3.176, data_time: 1.328, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8805, loss_cls: 1.1726, loss: 1.1726, grad_norm: 6.0694 2021-02-06 12:43:10,108 - mmaction - INFO - Epoch [63][2760/3757] lr: 1.000e-03, eta: 1 day, 13:45:29, time: 3.414, data_time: 1.449, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.2043, loss: 1.2043, grad_norm: 6.0456 2021-02-06 12:43:54,159 - mmaction - INFO - Epoch [63][2780/3757] lr: 1.000e-03, eta: 1 day, 13:45:32, time: 2.202, data_time: 1.703, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8727, loss_cls: 1.2578, loss: 1.2578, grad_norm: 6.2707 2021-02-06 12:44:58,517 - mmaction - INFO - Epoch [63][2800/3757] lr: 1.000e-03, eta: 1 day, 13:45:54, time: 3.218, data_time: 1.459, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.2825, loss: 1.2825, grad_norm: 6.0872 2021-02-06 12:46:31,465 - mmaction - INFO - Epoch [63][2820/3757] lr: 1.000e-03, eta: 1 day, 13:46:41, time: 4.647, data_time: 1.633, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8812, loss_cls: 1.1839, loss: 1.1839, grad_norm: 5.8947 2021-02-06 12:47:58,071 - mmaction - INFO - Epoch [63][2840/3757] lr: 1.000e-03, eta: 1 day, 13:47:23, time: 4.331, data_time: 1.503, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8773, loss_cls: 1.2192, loss: 1.2192, grad_norm: 6.0369 2021-02-06 12:49:57,260 - mmaction - INFO - Epoch [63][2860/3757] lr: 1.000e-03, eta: 1 day, 13:48:35, time: 5.959, data_time: 5.513, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8734, loss_cls: 1.1815, loss: 1.1815, grad_norm: 5.9225 2021-02-06 12:51:02,349 - mmaction - INFO - Epoch [63][2880/3757] lr: 1.000e-03, eta: 1 day, 13:48:57, time: 3.254, data_time: 1.296, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.1909, loss: 1.1909, grad_norm: 5.9959 2021-02-06 12:52:06,003 - mmaction - INFO - Epoch [63][2900/3757] lr: 1.000e-03, eta: 1 day, 13:49:18, time: 3.183, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.1838, loss: 1.1838, grad_norm: 5.9267 2021-02-06 12:53:36,097 - mmaction - INFO - Epoch [63][2920/3757] lr: 1.000e-03, eta: 1 day, 13:50:03, time: 4.504, data_time: 1.185, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8641, loss_cls: 1.2485, loss: 1.2485, grad_norm: 6.1762 2021-02-06 12:54:44,827 - mmaction - INFO - Epoch [63][2940/3757] lr: 1.000e-03, eta: 1 day, 13:50:29, time: 3.437, data_time: 0.003, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8680, loss_cls: 1.2512, loss: 1.2512, grad_norm: 6.2485 2021-02-06 12:55:43,920 - mmaction - INFO - Epoch [63][2960/3757] lr: 1.000e-03, eta: 1 day, 13:50:45, time: 2.955, data_time: 1.091, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8734, loss_cls: 1.2187, loss: 1.2187, grad_norm: 6.1508 2021-02-06 12:57:22,918 - mmaction - INFO - Epoch [63][2980/3757] lr: 1.000e-03, eta: 1 day, 13:51:38, time: 4.950, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.1894, loss: 1.1894, grad_norm: 6.1325 2021-02-06 12:58:07,737 - mmaction - INFO - Epoch [63][3000/3757] lr: 1.000e-03, eta: 1 day, 13:51:42, time: 2.241, data_time: 1.282, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.1713, loss: 1.1713, grad_norm: 5.9285 2021-02-06 12:58:27,824 - mmaction - INFO - Epoch [63][3020/3757] lr: 1.000e-03, eta: 1 day, 13:51:23, time: 1.004, data_time: 0.001, memory: 7141, top1_acc: 0.6727, top5_acc: 0.8578, loss_cls: 1.3038, loss: 1.3038, grad_norm: 6.3315 2021-02-06 12:59:04,356 - mmaction - INFO - Epoch [63][3040/3757] lr: 1.000e-03, eta: 1 day, 13:51:19, time: 1.827, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8719, loss_cls: 1.2421, loss: 1.2421, grad_norm: 5.9393 2021-02-06 13:00:05,202 - mmaction - INFO - Epoch [63][3060/3757] lr: 1.000e-03, eta: 1 day, 13:51:37, time: 3.043, data_time: 2.602, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8672, loss_cls: 1.2475, loss: 1.2475, grad_norm: 5.9620 2021-02-06 13:01:02,238 - mmaction - INFO - Epoch [63][3080/3757] lr: 1.000e-03, eta: 1 day, 13:51:52, time: 2.852, data_time: 1.348, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2152, loss: 1.2152, grad_norm: 5.9561 2021-02-06 13:02:40,230 - mmaction - INFO - Epoch [63][3100/3757] lr: 1.000e-03, eta: 1 day, 13:52:44, time: 4.899, data_time: 4.379, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.1854, loss: 1.1854, grad_norm: 6.1913 2021-02-06 13:03:08,521 - mmaction - INFO - Epoch [63][3120/3757] lr: 1.000e-03, eta: 1 day, 13:52:32, time: 1.415, data_time: 0.956, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.2274, loss: 1.2274, grad_norm: 6.2187 2021-02-06 13:03:59,970 - mmaction - INFO - Epoch [63][3140/3757] lr: 1.000e-03, eta: 1 day, 13:52:42, time: 2.571, data_time: 2.130, memory: 7141, top1_acc: 0.6773, top5_acc: 0.8828, loss_cls: 1.2731, loss: 1.2731, grad_norm: 6.1040 2021-02-06 13:04:55,548 - mmaction - INFO - Epoch [63][3160/3757] lr: 1.000e-03, eta: 1 day, 13:52:55, time: 2.780, data_time: 0.970, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8789, loss_cls: 1.2186, loss: 1.2186, grad_norm: 6.0815 2021-02-06 13:06:05,466 - mmaction - INFO - Epoch [63][3180/3757] lr: 1.000e-03, eta: 1 day, 13:53:21, time: 3.495, data_time: 0.958, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8930, loss_cls: 1.1526, loss: 1.1526, grad_norm: 5.9875 2021-02-06 13:07:36,501 - mmaction - INFO - Epoch [63][3200/3757] lr: 1.000e-03, eta: 1 day, 13:54:07, time: 4.552, data_time: 0.003, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8820, loss_cls: 1.1760, loss: 1.1760, grad_norm: 6.0086 2021-02-06 13:08:53,718 - mmaction - INFO - Epoch [63][3220/3757] lr: 1.000e-03, eta: 1 day, 13:54:40, time: 3.861, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8680, loss_cls: 1.2230, loss: 1.2230, grad_norm: 6.0286 2021-02-06 13:09:29,498 - mmaction - INFO - Epoch [63][3240/3757] lr: 1.000e-03, eta: 1 day, 13:54:35, time: 1.789, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8750, loss_cls: 1.1857, loss: 1.1857, grad_norm: 6.0604 2021-02-06 13:10:24,325 - mmaction - INFO - Epoch [63][3260/3757] lr: 1.000e-03, eta: 1 day, 13:54:47, time: 2.742, data_time: 1.174, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8766, loss_cls: 1.2643, loss: 1.2643, grad_norm: 6.2131 2021-02-06 13:10:56,481 - mmaction - INFO - Epoch [63][3280/3757] lr: 1.000e-03, eta: 1 day, 13:54:39, time: 1.608, data_time: 0.908, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.2146, loss: 1.2146, grad_norm: 6.0063 2021-02-06 13:11:21,516 - mmaction - INFO - Epoch [63][3300/3757] lr: 1.000e-03, eta: 1 day, 13:54:24, time: 1.252, data_time: 0.808, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8758, loss_cls: 1.2464, loss: 1.2464, grad_norm: 6.1332 2021-02-06 13:12:15,530 - mmaction - INFO - Epoch [63][3320/3757] lr: 1.000e-03, eta: 1 day, 13:54:36, time: 2.701, data_time: 2.258, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8930, loss_cls: 1.1050, loss: 1.1050, grad_norm: 5.8253 2021-02-06 13:13:57,059 - mmaction - INFO - Epoch [63][3340/3757] lr: 1.000e-03, eta: 1 day, 13:55:31, time: 5.077, data_time: 1.100, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.2093, loss: 1.2093, grad_norm: 6.0484 2021-02-06 13:14:59,169 - mmaction - INFO - Epoch [63][3360/3757] lr: 1.000e-03, eta: 1 day, 13:55:50, time: 3.105, data_time: 0.001, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8664, loss_cls: 1.2789, loss: 1.2789, grad_norm: 6.2608 2021-02-06 13:15:54,159 - mmaction - INFO - Epoch [63][3380/3757] lr: 1.000e-03, eta: 1 day, 13:56:02, time: 2.749, data_time: 1.249, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2248, loss: 1.2248, grad_norm: 6.1417 2021-02-06 13:16:46,734 - mmaction - INFO - Epoch [63][3400/3757] lr: 1.000e-03, eta: 1 day, 13:56:13, time: 2.630, data_time: 1.141, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8938, loss_cls: 1.1541, loss: 1.1541, grad_norm: 6.0914 2021-02-06 13:17:02,449 - mmaction - INFO - Epoch [63][3420/3757] lr: 1.000e-03, eta: 1 day, 13:55:50, time: 0.784, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8805, loss_cls: 1.2339, loss: 1.2339, grad_norm: 6.1279 2021-02-06 13:17:55,158 - mmaction - INFO - Epoch [63][3440/3757] lr: 1.000e-03, eta: 1 day, 13:56:00, time: 2.637, data_time: 1.289, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8758, loss_cls: 1.2451, loss: 1.2451, grad_norm: 6.1851 2021-02-06 13:18:57,508 - mmaction - INFO - Epoch [63][3460/3757] lr: 1.000e-03, eta: 1 day, 13:56:19, time: 3.118, data_time: 1.219, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8945, loss_cls: 1.1749, loss: 1.1749, grad_norm: 5.9302 2021-02-06 13:19:34,178 - mmaction - INFO - Epoch [63][3480/3757] lr: 1.000e-03, eta: 1 day, 13:56:15, time: 1.833, data_time: 0.965, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8961, loss_cls: 1.0747, loss: 1.0747, grad_norm: 5.8087 2021-02-06 13:20:44,520 - mmaction - INFO - Epoch [63][3500/3757] lr: 1.000e-03, eta: 1 day, 13:56:41, time: 3.518, data_time: 2.092, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8797, loss_cls: 1.2274, loss: 1.2274, grad_norm: 6.0495 2021-02-06 13:21:19,346 - mmaction - INFO - Epoch [63][3520/3757] lr: 1.000e-03, eta: 1 day, 13:56:36, time: 1.741, data_time: 1.185, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8758, loss_cls: 1.1771, loss: 1.1771, grad_norm: 5.8722 2021-02-06 13:22:23,687 - mmaction - INFO - Epoch [63][3540/3757] lr: 1.000e-03, eta: 1 day, 13:56:56, time: 3.216, data_time: 1.145, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8852, loss_cls: 1.2466, loss: 1.2466, grad_norm: 6.3239 2021-02-06 13:22:33,834 - mmaction - INFO - Epoch [63][3560/3757] lr: 1.000e-03, eta: 1 day, 13:56:28, time: 0.508, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8773, loss_cls: 1.1556, loss: 1.1556, grad_norm: 6.0451 2021-02-06 13:23:38,845 - mmaction - INFO - Epoch [63][3580/3757] lr: 1.000e-03, eta: 1 day, 13:56:50, time: 3.250, data_time: 1.444, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8805, loss_cls: 1.1995, loss: 1.1995, grad_norm: 6.0862 2021-02-06 13:24:02,283 - mmaction - INFO - Epoch [63][3600/3757] lr: 1.000e-03, eta: 1 day, 13:56:33, time: 1.172, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8766, loss_cls: 1.2330, loss: 1.2330, grad_norm: 6.1720 2021-02-06 13:24:51,174 - mmaction - INFO - Epoch [63][3620/3757] lr: 1.000e-03, eta: 1 day, 13:56:40, time: 2.445, data_time: 1.363, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8750, loss_cls: 1.2447, loss: 1.2447, grad_norm: 6.2320 2021-02-06 13:25:55,863 - mmaction - INFO - Epoch [63][3640/3757] lr: 1.000e-03, eta: 1 day, 13:57:01, time: 3.234, data_time: 1.049, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8898, loss_cls: 1.2433, loss: 1.2433, grad_norm: 6.2313 2021-02-06 13:26:40,089 - mmaction - INFO - Epoch [63][3660/3757] lr: 1.000e-03, eta: 1 day, 13:57:04, time: 2.212, data_time: 1.240, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.2037, loss: 1.2037, grad_norm: 6.1658 2021-02-06 13:27:29,072 - mmaction - INFO - Epoch [63][3680/3757] lr: 1.000e-03, eta: 1 day, 13:57:11, time: 2.449, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8727, loss_cls: 1.2352, loss: 1.2352, grad_norm: 6.1019 2021-02-06 13:28:16,448 - mmaction - INFO - Epoch [63][3700/3757] lr: 1.000e-03, eta: 1 day, 13:57:16, time: 2.368, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8961, loss_cls: 1.1173, loss: 1.1173, grad_norm: 6.1322 2021-02-06 13:29:15,853 - mmaction - INFO - Epoch [63][3720/3757] lr: 1.000e-03, eta: 1 day, 13:57:32, time: 2.970, data_time: 0.002, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1527, loss: 1.1527, grad_norm: 5.9322 2021-02-06 13:30:13,677 - mmaction - INFO - Epoch [63][3740/3757] lr: 1.000e-03, eta: 1 day, 13:57:47, time: 2.892, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2619, loss: 1.2619, grad_norm: 6.2219 2021-02-06 13:30:45,333 - mmaction - INFO - Saving checkpoint at 63 epochs 2021-02-06 13:31:47,091 - mmaction - INFO - Epoch [64][20/3757] lr: 1.000e-03, eta: 1 day, 13:57:32, time: 3.010, data_time: 2.562, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1607, loss: 1.1607, grad_norm: 6.0514 2021-02-06 13:31:55,831 - mmaction - INFO - Epoch [64][40/3757] lr: 1.000e-03, eta: 1 day, 13:57:03, time: 0.437, data_time: 0.003, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8820, loss_cls: 1.1643, loss: 1.1643, grad_norm: 6.0347 2021-02-06 13:32:04,699 - mmaction - INFO - Epoch [64][60/3757] lr: 1.000e-03, eta: 1 day, 13:56:33, time: 0.443, data_time: 0.005, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1331, loss: 1.1331, grad_norm: 5.9686 2021-02-06 13:32:13,550 - mmaction - INFO - Epoch [64][80/3757] lr: 1.000e-03, eta: 1 day, 13:56:04, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.1295, loss: 1.1295, grad_norm: 5.9782 2021-02-06 13:32:22,334 - mmaction - INFO - Epoch [64][100/3757] lr: 1.000e-03, eta: 1 day, 13:55:35, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2304, loss: 1.2304, grad_norm: 6.0279 2021-02-06 13:32:31,140 - mmaction - INFO - Epoch [64][120/3757] lr: 1.000e-03, eta: 1 day, 13:55:05, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1660, loss: 1.1660, grad_norm: 5.9302 2021-02-06 13:32:39,948 - mmaction - INFO - Epoch [64][140/3757] lr: 1.000e-03, eta: 1 day, 13:54:36, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8773, loss_cls: 1.2233, loss: 1.2233, grad_norm: 6.1557 2021-02-06 13:32:48,765 - mmaction - INFO - Epoch [64][160/3757] lr: 1.000e-03, eta: 1 day, 13:54:06, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.1560, loss: 1.1560, grad_norm: 5.9453 2021-02-06 13:32:57,620 - mmaction - INFO - Epoch [64][180/3757] lr: 1.000e-03, eta: 1 day, 13:53:37, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.1765, loss: 1.1765, grad_norm: 6.0299 2021-02-06 13:33:06,511 - mmaction - INFO - Epoch [64][200/3757] lr: 1.000e-03, eta: 1 day, 13:53:08, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.1858, loss: 1.1858, grad_norm: 5.9378 2021-02-06 13:33:15,387 - mmaction - INFO - Epoch [64][220/3757] lr: 1.000e-03, eta: 1 day, 13:52:38, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8789, loss_cls: 1.2076, loss: 1.2076, grad_norm: 6.0359 2021-02-06 13:33:24,343 - mmaction - INFO - Epoch [64][240/3757] lr: 1.000e-03, eta: 1 day, 13:52:09, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8773, loss_cls: 1.1866, loss: 1.1866, grad_norm: 6.0187 2021-02-06 13:33:33,192 - mmaction - INFO - Epoch [64][260/3757] lr: 1.000e-03, eta: 1 day, 13:51:40, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8703, loss_cls: 1.1803, loss: 1.1803, grad_norm: 6.0157 2021-02-06 13:33:42,066 - mmaction - INFO - Epoch [64][280/3757] lr: 1.000e-03, eta: 1 day, 13:51:10, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8734, loss_cls: 1.1641, loss: 1.1641, grad_norm: 6.1427 2021-02-06 13:33:50,958 - mmaction - INFO - Epoch [64][300/3757] lr: 1.000e-03, eta: 1 day, 13:50:41, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8734, loss_cls: 1.1975, loss: 1.1975, grad_norm: 6.1558 2021-02-06 13:33:59,854 - mmaction - INFO - Epoch [64][320/3757] lr: 1.000e-03, eta: 1 day, 13:50:12, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8773, loss_cls: 1.2131, loss: 1.2131, grad_norm: 6.0233 2021-02-06 13:34:08,804 - mmaction - INFO - Epoch [64][340/3757] lr: 1.000e-03, eta: 1 day, 13:49:42, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.1755, loss: 1.1755, grad_norm: 6.0321 2021-02-06 13:34:17,718 - mmaction - INFO - Epoch [64][360/3757] lr: 1.000e-03, eta: 1 day, 13:49:13, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8891, loss_cls: 1.1343, loss: 1.1343, grad_norm: 5.9098 2021-02-06 13:34:26,565 - mmaction - INFO - Epoch [64][380/3757] lr: 1.000e-03, eta: 1 day, 13:48:44, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8727, loss_cls: 1.2294, loss: 1.2294, grad_norm: 6.0732 2021-02-06 13:34:35,422 - mmaction - INFO - Epoch [64][400/3757] lr: 1.000e-03, eta: 1 day, 13:48:14, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8742, loss_cls: 1.2154, loss: 1.2154, grad_norm: 6.2456 2021-02-06 13:34:44,314 - mmaction - INFO - Epoch [64][420/3757] lr: 1.000e-03, eta: 1 day, 13:47:45, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8906, loss_cls: 1.1417, loss: 1.1417, grad_norm: 6.0939 2021-02-06 13:34:53,107 - mmaction - INFO - Epoch [64][440/3757] lr: 1.000e-03, eta: 1 day, 13:47:16, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8906, loss_cls: 1.2049, loss: 1.2049, grad_norm: 6.1404 2021-02-06 13:35:02,004 - mmaction - INFO - Epoch [64][460/3757] lr: 1.000e-03, eta: 1 day, 13:46:47, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8938, loss_cls: 1.1661, loss: 1.1661, grad_norm: 6.1004 2021-02-06 13:35:10,839 - mmaction - INFO - Epoch [64][480/3757] lr: 1.000e-03, eta: 1 day, 13:46:17, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.1812, loss: 1.1812, grad_norm: 6.1045 2021-02-06 13:35:19,705 - mmaction - INFO - Epoch [64][500/3757] lr: 1.000e-03, eta: 1 day, 13:45:48, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8984, loss_cls: 1.0712, loss: 1.0712, grad_norm: 6.0748 2021-02-06 13:35:28,658 - mmaction - INFO - Epoch [64][520/3757] lr: 1.000e-03, eta: 1 day, 13:45:19, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.2869, loss: 1.2869, grad_norm: 6.2269 2021-02-06 13:35:37,534 - mmaction - INFO - Epoch [64][540/3757] lr: 1.000e-03, eta: 1 day, 13:44:50, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8938, loss_cls: 1.1228, loss: 1.1228, grad_norm: 6.2109 2021-02-06 13:35:46,435 - mmaction - INFO - Epoch [64][560/3757] lr: 1.000e-03, eta: 1 day, 13:44:20, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8727, loss_cls: 1.2362, loss: 1.2362, grad_norm: 6.2642 2021-02-06 13:35:55,327 - mmaction - INFO - Epoch [64][580/3757] lr: 1.000e-03, eta: 1 day, 13:43:51, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8758, loss_cls: 1.2431, loss: 1.2431, grad_norm: 6.1161 2021-02-06 13:36:04,216 - mmaction - INFO - Epoch [64][600/3757] lr: 1.000e-03, eta: 1 day, 13:43:22, time: 0.445, data_time: 0.002, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8703, loss_cls: 1.2348, loss: 1.2348, grad_norm: 6.1422 2021-02-06 13:36:13,158 - mmaction - INFO - Epoch [64][620/3757] lr: 1.000e-03, eta: 1 day, 13:42:53, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8898, loss_cls: 1.1650, loss: 1.1650, grad_norm: 6.1009 2021-02-06 13:36:22,032 - mmaction - INFO - Epoch [64][640/3757] lr: 1.000e-03, eta: 1 day, 13:42:23, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8773, loss_cls: 1.2479, loss: 1.2479, grad_norm: 6.3279 2021-02-06 13:36:30,991 - mmaction - INFO - Epoch [64][660/3757] lr: 1.000e-03, eta: 1 day, 13:41:54, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8875, loss_cls: 1.1436, loss: 1.1436, grad_norm: 6.1092 2021-02-06 13:36:39,928 - mmaction - INFO - Epoch [64][680/3757] lr: 1.000e-03, eta: 1 day, 13:41:25, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.9016, loss_cls: 1.0720, loss: 1.0720, grad_norm: 5.8595 2021-02-06 13:36:48,799 - mmaction - INFO - Epoch [64][700/3757] lr: 1.000e-03, eta: 1 day, 13:40:56, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8859, loss_cls: 1.1485, loss: 1.1485, grad_norm: 6.0220 2021-02-06 13:36:57,606 - mmaction - INFO - Epoch [64][720/3757] lr: 1.000e-03, eta: 1 day, 13:40:27, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8711, loss_cls: 1.2377, loss: 1.2377, grad_norm: 6.0976 2021-02-06 13:37:06,505 - mmaction - INFO - Epoch [64][740/3757] lr: 1.000e-03, eta: 1 day, 13:39:57, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8883, loss_cls: 1.1971, loss: 1.1971, grad_norm: 6.0208 2021-02-06 13:37:15,410 - mmaction - INFO - Epoch [64][760/3757] lr: 1.000e-03, eta: 1 day, 13:39:28, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8867, loss_cls: 1.1349, loss: 1.1349, grad_norm: 6.0929 2021-02-06 13:37:24,266 - mmaction - INFO - Epoch [64][780/3757] lr: 1.000e-03, eta: 1 day, 13:38:59, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2156, loss: 1.2156, grad_norm: 6.1767 2021-02-06 13:37:33,175 - mmaction - INFO - Epoch [64][800/3757] lr: 1.000e-03, eta: 1 day, 13:38:30, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8711, loss_cls: 1.2118, loss: 1.2118, grad_norm: 6.1085 2021-02-06 13:37:42,042 - mmaction - INFO - Epoch [64][820/3757] lr: 1.000e-03, eta: 1 day, 13:38:01, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8898, loss_cls: 1.0964, loss: 1.0964, grad_norm: 5.8211 2021-02-06 13:37:50,966 - mmaction - INFO - Epoch [64][840/3757] lr: 1.000e-03, eta: 1 day, 13:37:31, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8789, loss_cls: 1.2249, loss: 1.2249, grad_norm: 6.2096 2021-02-06 13:37:59,936 - mmaction - INFO - Epoch [64][860/3757] lr: 1.000e-03, eta: 1 day, 13:37:02, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8773, loss_cls: 1.1651, loss: 1.1651, grad_norm: 6.0663 2021-02-06 13:38:08,828 - mmaction - INFO - Epoch [64][880/3757] lr: 1.000e-03, eta: 1 day, 13:36:33, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8906, loss_cls: 1.1441, loss: 1.1441, grad_norm: 6.2098 2021-02-06 13:38:17,720 - mmaction - INFO - Epoch [64][900/3757] lr: 1.000e-03, eta: 1 day, 13:36:04, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.2088, loss: 1.2088, grad_norm: 6.2086 2021-02-06 13:38:26,599 - mmaction - INFO - Epoch [64][920/3757] lr: 1.000e-03, eta: 1 day, 13:35:35, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8750, loss_cls: 1.2089, loss: 1.2089, grad_norm: 6.2897 2021-02-06 13:38:35,457 - mmaction - INFO - Epoch [64][940/3757] lr: 1.000e-03, eta: 1 day, 13:35:06, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8695, loss_cls: 1.2343, loss: 1.2343, grad_norm: 5.9712 2021-02-06 13:38:44,370 - mmaction - INFO - Epoch [64][960/3757] lr: 1.000e-03, eta: 1 day, 13:34:37, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2120, loss: 1.2120, grad_norm: 6.1658 2021-02-06 13:38:53,255 - mmaction - INFO - Epoch [64][980/3757] lr: 1.000e-03, eta: 1 day, 13:34:08, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8664, loss_cls: 1.2441, loss: 1.2441, grad_norm: 6.2323 2021-02-06 13:39:02,175 - mmaction - INFO - Epoch [64][1000/3757] lr: 1.000e-03, eta: 1 day, 13:33:38, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8867, loss_cls: 1.2183, loss: 1.2183, grad_norm: 6.2661 2021-02-06 13:39:11,093 - mmaction - INFO - Epoch [64][1020/3757] lr: 1.000e-03, eta: 1 day, 13:33:09, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8805, loss_cls: 1.2130, loss: 1.2130, grad_norm: 6.1726 2021-02-06 13:39:19,962 - mmaction - INFO - Epoch [64][1040/3757] lr: 1.000e-03, eta: 1 day, 13:32:40, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8969, loss_cls: 1.1196, loss: 1.1196, grad_norm: 5.9698 2021-02-06 13:39:28,908 - mmaction - INFO - Epoch [64][1060/3757] lr: 1.000e-03, eta: 1 day, 13:32:11, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8758, loss_cls: 1.2472, loss: 1.2472, grad_norm: 6.1859 2021-02-06 13:39:37,820 - mmaction - INFO - Epoch [64][1080/3757] lr: 1.000e-03, eta: 1 day, 13:31:42, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8844, loss_cls: 1.1901, loss: 1.1901, grad_norm: 6.0028 2021-02-06 13:39:46,669 - mmaction - INFO - Epoch [64][1100/3757] lr: 1.000e-03, eta: 1 day, 13:31:13, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8758, loss_cls: 1.1842, loss: 1.1842, grad_norm: 6.1471 2021-02-06 13:39:55,581 - mmaction - INFO - Epoch [64][1120/3757] lr: 1.000e-03, eta: 1 day, 13:30:44, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8750, loss_cls: 1.2417, loss: 1.2417, grad_norm: 6.2945 2021-02-06 13:40:04,454 - mmaction - INFO - Epoch [64][1140/3757] lr: 1.000e-03, eta: 1 day, 13:30:15, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8695, loss_cls: 1.2269, loss: 1.2269, grad_norm: 6.3373 2021-02-06 13:40:13,363 - mmaction - INFO - Epoch [64][1160/3757] lr: 1.000e-03, eta: 1 day, 13:29:46, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8750, loss_cls: 1.2116, loss: 1.2116, grad_norm: 6.1958 2021-02-06 13:40:22,287 - mmaction - INFO - Epoch [64][1180/3757] lr: 1.000e-03, eta: 1 day, 13:29:17, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8875, loss_cls: 1.1512, loss: 1.1512, grad_norm: 5.8069 2021-02-06 13:40:31,280 - mmaction - INFO - Epoch [64][1200/3757] lr: 1.000e-03, eta: 1 day, 13:28:48, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8930, loss_cls: 1.1296, loss: 1.1296, grad_norm: 5.9018 2021-02-06 13:40:40,184 - mmaction - INFO - Epoch [64][1220/3757] lr: 1.000e-03, eta: 1 day, 13:28:19, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8852, loss_cls: 1.1714, loss: 1.1714, grad_norm: 6.0117 2021-02-06 13:40:49,015 - mmaction - INFO - Epoch [64][1240/3757] lr: 1.000e-03, eta: 1 day, 13:27:49, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8781, loss_cls: 1.1749, loss: 1.1749, grad_norm: 6.0550 2021-02-06 13:40:57,978 - mmaction - INFO - Epoch [64][1260/3757] lr: 1.000e-03, eta: 1 day, 13:27:20, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1508, loss: 1.1508, grad_norm: 6.2832 2021-02-06 13:41:06,948 - mmaction - INFO - Epoch [64][1280/3757] lr: 1.000e-03, eta: 1 day, 13:26:51, time: 0.449, data_time: 0.002, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8922, loss_cls: 1.1524, loss: 1.1524, grad_norm: 5.8668 2021-02-06 13:41:15,769 - mmaction - INFO - Epoch [64][1300/3757] lr: 1.000e-03, eta: 1 day, 13:26:22, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8891, loss_cls: 1.1353, loss: 1.1353, grad_norm: 6.0613 2021-02-06 13:41:24,712 - mmaction - INFO - Epoch [64][1320/3757] lr: 1.000e-03, eta: 1 day, 13:25:53, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8766, loss_cls: 1.2315, loss: 1.2315, grad_norm: 6.0411 2021-02-06 13:41:33,565 - mmaction - INFO - Epoch [64][1340/3757] lr: 1.000e-03, eta: 1 day, 13:25:24, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8828, loss_cls: 1.2161, loss: 1.2161, grad_norm: 6.2627 2021-02-06 13:41:42,455 - mmaction - INFO - Epoch [64][1360/3757] lr: 1.000e-03, eta: 1 day, 13:24:55, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8906, loss_cls: 1.1725, loss: 1.1725, grad_norm: 6.2163 2021-02-06 13:41:51,361 - mmaction - INFO - Epoch [64][1380/3757] lr: 1.000e-03, eta: 1 day, 13:24:26, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8742, loss_cls: 1.2515, loss: 1.2515, grad_norm: 6.2603 2021-02-06 13:42:00,270 - mmaction - INFO - Epoch [64][1400/3757] lr: 1.000e-03, eta: 1 day, 13:23:57, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8781, loss_cls: 1.1804, loss: 1.1804, grad_norm: 6.3505 2021-02-06 13:42:09,734 - mmaction - INFO - Epoch [64][1420/3757] lr: 1.000e-03, eta: 1 day, 13:23:29, time: 0.472, data_time: 0.025, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.1429, loss: 1.1429, grad_norm: 6.2198 2021-02-06 13:42:18,686 - mmaction - INFO - Epoch [64][1440/3757] lr: 1.000e-03, eta: 1 day, 13:23:00, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8664, loss_cls: 1.2931, loss: 1.2931, grad_norm: 6.3420 2021-02-06 13:42:27,589 - mmaction - INFO - Epoch [64][1460/3757] lr: 1.000e-03, eta: 1 day, 13:22:31, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8836, loss_cls: 1.1981, loss: 1.1981, grad_norm: 6.1151 2021-02-06 13:42:36,421 - mmaction - INFO - Epoch [64][1480/3757] lr: 1.000e-03, eta: 1 day, 13:22:02, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8680, loss_cls: 1.2329, loss: 1.2329, grad_norm: 6.0804 2021-02-06 13:42:45,310 - mmaction - INFO - Epoch [64][1500/3757] lr: 1.000e-03, eta: 1 day, 13:21:33, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1468, loss: 1.1468, grad_norm: 5.7062 2021-02-06 13:42:54,214 - mmaction - INFO - Epoch [64][1520/3757] lr: 1.000e-03, eta: 1 day, 13:21:04, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.0910, loss: 1.0910, grad_norm: 5.9196 2021-02-06 13:43:03,113 - mmaction - INFO - Epoch [64][1540/3757] lr: 1.000e-03, eta: 1 day, 13:20:35, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8773, loss_cls: 1.2159, loss: 1.2159, grad_norm: 6.3074 2021-02-06 13:43:12,069 - mmaction - INFO - Epoch [64][1560/3757] lr: 1.000e-03, eta: 1 day, 13:20:06, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8812, loss_cls: 1.1948, loss: 1.1948, grad_norm: 6.0814 2021-02-06 13:43:20,952 - mmaction - INFO - Epoch [64][1580/3757] lr: 1.000e-03, eta: 1 day, 13:19:37, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1221, loss: 1.1221, grad_norm: 6.2414 2021-02-06 13:43:29,840 - mmaction - INFO - Epoch [64][1600/3757] lr: 1.000e-03, eta: 1 day, 13:19:08, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8703, loss_cls: 1.2745, loss: 1.2745, grad_norm: 6.3581 2021-02-06 13:43:38,685 - mmaction - INFO - Epoch [64][1620/3757] lr: 1.000e-03, eta: 1 day, 13:18:39, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8875, loss_cls: 1.1706, loss: 1.1706, grad_norm: 6.0312 2021-02-06 13:43:47,572 - mmaction - INFO - Epoch [64][1640/3757] lr: 1.000e-03, eta: 1 day, 13:18:10, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8852, loss_cls: 1.1041, loss: 1.1041, grad_norm: 6.0252 2021-02-06 13:43:56,490 - mmaction - INFO - Epoch [64][1660/3757] lr: 1.000e-03, eta: 1 day, 13:17:41, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1235, loss: 1.1235, grad_norm: 6.0273 2021-02-06 13:44:06,168 - mmaction - INFO - Epoch [64][1680/3757] lr: 1.000e-03, eta: 1 day, 13:17:13, time: 0.485, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8703, loss_cls: 1.2319, loss: 1.2319, grad_norm: 6.2055 2021-02-06 13:44:15,024 - mmaction - INFO - Epoch [64][1700/3757] lr: 1.000e-03, eta: 1 day, 13:16:44, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8609, loss_cls: 1.2984, loss: 1.2984, grad_norm: 6.3694 2021-02-06 13:44:29,636 - mmaction - INFO - Epoch [64][1720/3757] lr: 1.000e-03, eta: 1 day, 13:16:20, time: 0.730, data_time: 0.000, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8859, loss_cls: 1.1859, loss: 1.1859, grad_norm: 6.0915 2021-02-06 13:44:38,510 - mmaction - INFO - Epoch [64][1740/3757] lr: 1.000e-03, eta: 1 day, 13:15:51, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8945, loss_cls: 1.1489, loss: 1.1489, grad_norm: 6.2223 2021-02-06 13:44:47,367 - mmaction - INFO - Epoch [64][1760/3757] lr: 1.000e-03, eta: 1 day, 13:15:22, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8664, loss_cls: 1.2837, loss: 1.2837, grad_norm: 6.2339 2021-02-06 13:44:56,223 - mmaction - INFO - Epoch [64][1780/3757] lr: 1.000e-03, eta: 1 day, 13:14:53, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8742, loss_cls: 1.1727, loss: 1.1727, grad_norm: 6.1897 2021-02-06 13:45:05,079 - mmaction - INFO - Epoch [64][1800/3757] lr: 1.000e-03, eta: 1 day, 13:14:24, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8820, loss_cls: 1.1421, loss: 1.1421, grad_norm: 5.9906 2021-02-06 13:45:13,970 - mmaction - INFO - Epoch [64][1820/3757] lr: 1.000e-03, eta: 1 day, 13:13:55, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1884, loss: 1.1884, grad_norm: 6.2958 2021-02-06 13:45:22,855 - mmaction - INFO - Epoch [64][1840/3757] lr: 1.000e-03, eta: 1 day, 13:13:26, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8852, loss_cls: 1.1523, loss: 1.1523, grad_norm: 6.0190 2021-02-06 13:45:31,778 - mmaction - INFO - Epoch [64][1860/3757] lr: 1.000e-03, eta: 1 day, 13:12:57, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.1938, loss: 1.1938, grad_norm: 6.3035 2021-02-06 13:45:40,747 - mmaction - INFO - Epoch [64][1880/3757] lr: 1.000e-03, eta: 1 day, 13:12:28, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8680, loss_cls: 1.2366, loss: 1.2366, grad_norm: 6.2292 2021-02-06 13:45:49,644 - mmaction - INFO - Epoch [64][1900/3757] lr: 1.000e-03, eta: 1 day, 13:12:00, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1791, loss: 1.1791, grad_norm: 6.1893 2021-02-06 13:45:58,538 - mmaction - INFO - Epoch [64][1920/3757] lr: 1.000e-03, eta: 1 day, 13:11:31, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8969, loss_cls: 1.1168, loss: 1.1168, grad_norm: 5.9496 2021-02-06 13:46:07,495 - mmaction - INFO - Epoch [64][1940/3757] lr: 1.000e-03, eta: 1 day, 13:11:02, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8688, loss_cls: 1.2676, loss: 1.2676, grad_norm: 6.3650 2021-02-06 13:46:16,456 - mmaction - INFO - Epoch [64][1960/3757] lr: 1.000e-03, eta: 1 day, 13:10:33, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1735, loss: 1.1735, grad_norm: 6.1380 2021-02-06 13:46:25,429 - mmaction - INFO - Epoch [64][1980/3757] lr: 1.000e-03, eta: 1 day, 13:10:04, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8812, loss_cls: 1.1633, loss: 1.1633, grad_norm: 6.1662 2021-02-06 13:46:34,319 - mmaction - INFO - Epoch [64][2000/3757] lr: 1.000e-03, eta: 1 day, 13:09:35, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8703, loss_cls: 1.2247, loss: 1.2247, grad_norm: 6.0587 2021-02-06 13:46:43,164 - mmaction - INFO - Epoch [64][2020/3757] lr: 1.000e-03, eta: 1 day, 13:09:06, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8961, loss_cls: 1.1304, loss: 1.1304, grad_norm: 6.0821 2021-02-06 13:46:52,045 - mmaction - INFO - Epoch [64][2040/3757] lr: 1.000e-03, eta: 1 day, 13:08:38, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8836, loss_cls: 1.2150, loss: 1.2150, grad_norm: 6.3688 2021-02-06 13:47:00,880 - mmaction - INFO - Epoch [64][2060/3757] lr: 1.000e-03, eta: 1 day, 13:08:09, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8805, loss_cls: 1.1742, loss: 1.1742, grad_norm: 6.0174 2021-02-06 13:47:09,754 - mmaction - INFO - Epoch [64][2080/3757] lr: 1.000e-03, eta: 1 day, 13:07:40, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1331, loss: 1.1331, grad_norm: 6.1130 2021-02-06 13:47:18,632 - mmaction - INFO - Epoch [64][2100/3757] lr: 1.000e-03, eta: 1 day, 13:07:11, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8805, loss_cls: 1.1905, loss: 1.1905, grad_norm: 5.9798 2021-02-06 13:47:27,475 - mmaction - INFO - Epoch [64][2120/3757] lr: 1.000e-03, eta: 1 day, 13:06:42, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2473, loss: 1.2473, grad_norm: 6.2282 2021-02-06 13:47:36,339 - mmaction - INFO - Epoch [64][2140/3757] lr: 1.000e-03, eta: 1 day, 13:06:13, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6797, top5_acc: 0.8812, loss_cls: 1.2535, loss: 1.2535, grad_norm: 6.2678 2021-02-06 13:47:45,267 - mmaction - INFO - Epoch [64][2160/3757] lr: 1.000e-03, eta: 1 day, 13:05:44, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8797, loss_cls: 1.1908, loss: 1.1908, grad_norm: 6.1567 2021-02-06 13:47:54,150 - mmaction - INFO - Epoch [64][2180/3757] lr: 1.000e-03, eta: 1 day, 13:05:16, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.2830, loss: 1.2830, grad_norm: 6.2232 2021-02-06 13:48:03,049 - mmaction - INFO - Epoch [64][2200/3757] lr: 1.000e-03, eta: 1 day, 13:04:47, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8742, loss_cls: 1.2434, loss: 1.2434, grad_norm: 6.1306 2021-02-06 13:48:11,931 - mmaction - INFO - Epoch [64][2220/3757] lr: 1.000e-03, eta: 1 day, 13:04:18, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.2026, loss: 1.2026, grad_norm: 6.1633 2021-02-06 13:48:20,768 - mmaction - INFO - Epoch [64][2240/3757] lr: 1.000e-03, eta: 1 day, 13:03:49, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8797, loss_cls: 1.1630, loss: 1.1630, grad_norm: 5.9075 2021-02-06 13:48:29,640 - mmaction - INFO - Epoch [64][2260/3757] lr: 1.000e-03, eta: 1 day, 13:03:20, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8680, loss_cls: 1.2625, loss: 1.2625, grad_norm: 6.4022 2021-02-06 13:48:38,575 - mmaction - INFO - Epoch [64][2280/3757] lr: 1.000e-03, eta: 1 day, 13:02:51, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8711, loss_cls: 1.2408, loss: 1.2408, grad_norm: 6.1453 2021-02-06 13:48:47,439 - mmaction - INFO - Epoch [64][2300/3757] lr: 1.000e-03, eta: 1 day, 13:02:23, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8859, loss_cls: 1.1598, loss: 1.1598, grad_norm: 6.1402 2021-02-06 13:48:56,274 - mmaction - INFO - Epoch [64][2320/3757] lr: 1.000e-03, eta: 1 day, 13:01:54, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.1858, loss: 1.1858, grad_norm: 6.1504 2021-02-06 13:49:05,115 - mmaction - INFO - Epoch [64][2340/3757] lr: 1.000e-03, eta: 1 day, 13:01:25, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2908, loss: 1.2908, grad_norm: 6.2624 2021-02-06 13:49:13,939 - mmaction - INFO - Epoch [64][2360/3757] lr: 1.000e-03, eta: 1 day, 13:00:56, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8820, loss_cls: 1.1646, loss: 1.1646, grad_norm: 5.9855 2021-02-06 13:49:22,919 - mmaction - INFO - Epoch [64][2380/3757] lr: 1.000e-03, eta: 1 day, 13:00:27, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1233, loss: 1.1233, grad_norm: 5.9541 2021-02-06 13:49:31,828 - mmaction - INFO - Epoch [64][2400/3757] lr: 1.000e-03, eta: 1 day, 12:59:59, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8969, loss_cls: 1.0772, loss: 1.0772, grad_norm: 5.7312 2021-02-06 13:49:40,695 - mmaction - INFO - Epoch [64][2420/3757] lr: 1.000e-03, eta: 1 day, 12:59:30, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8820, loss_cls: 1.1906, loss: 1.1906, grad_norm: 6.1902 2021-02-06 13:49:49,626 - mmaction - INFO - Epoch [64][2440/3757] lr: 1.000e-03, eta: 1 day, 12:59:01, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2356, loss: 1.2356, grad_norm: 6.0362 2021-02-06 13:49:58,495 - mmaction - INFO - Epoch [64][2460/3757] lr: 1.000e-03, eta: 1 day, 12:58:32, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8758, loss_cls: 1.1961, loss: 1.1961, grad_norm: 5.9561 2021-02-06 13:50:07,379 - mmaction - INFO - Epoch [64][2480/3757] lr: 1.000e-03, eta: 1 day, 12:58:04, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8766, loss_cls: 1.1901, loss: 1.1901, grad_norm: 6.1558 2021-02-06 13:50:16,242 - mmaction - INFO - Epoch [64][2500/3757] lr: 1.000e-03, eta: 1 day, 12:57:35, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8852, loss_cls: 1.1766, loss: 1.1766, grad_norm: 5.9464 2021-02-06 13:50:25,077 - mmaction - INFO - Epoch [64][2520/3757] lr: 1.000e-03, eta: 1 day, 12:57:06, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8859, loss_cls: 1.1616, loss: 1.1616, grad_norm: 5.9784 2021-02-06 13:50:34,007 - mmaction - INFO - Epoch [64][2540/3757] lr: 1.000e-03, eta: 1 day, 12:56:37, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8758, loss_cls: 1.1857, loss: 1.1857, grad_norm: 6.1817 2021-02-06 13:50:42,949 - mmaction - INFO - Epoch [64][2560/3757] lr: 1.000e-03, eta: 1 day, 12:56:09, time: 0.448, data_time: 0.002, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.1700, loss: 1.1700, grad_norm: 5.9584 2021-02-06 13:50:51,823 - mmaction - INFO - Epoch [64][2580/3757] lr: 1.000e-03, eta: 1 day, 12:55:40, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8797, loss_cls: 1.2079, loss: 1.2079, grad_norm: 6.0115 2021-02-06 13:51:00,683 - mmaction - INFO - Epoch [64][2600/3757] lr: 1.000e-03, eta: 1 day, 12:55:11, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.1098, loss: 1.1098, grad_norm: 5.8597 2021-02-06 13:51:09,610 - mmaction - INFO - Epoch [64][2620/3757] lr: 1.000e-03, eta: 1 day, 12:54:43, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8844, loss_cls: 1.1953, loss: 1.1953, grad_norm: 6.2138 2021-02-06 13:51:18,585 - mmaction - INFO - Epoch [64][2640/3757] lr: 1.000e-03, eta: 1 day, 12:54:14, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8727, loss_cls: 1.2109, loss: 1.2109, grad_norm: 6.4176 2021-02-06 13:51:27,503 - mmaction - INFO - Epoch [64][2660/3757] lr: 1.000e-03, eta: 1 day, 12:53:45, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8961, loss_cls: 1.1092, loss: 1.1092, grad_norm: 6.1337 2021-02-06 13:51:36,347 - mmaction - INFO - Epoch [64][2680/3757] lr: 1.000e-03, eta: 1 day, 12:53:17, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8836, loss_cls: 1.1323, loss: 1.1323, grad_norm: 5.9019 2021-02-06 13:51:45,237 - mmaction - INFO - Epoch [64][2700/3757] lr: 1.000e-03, eta: 1 day, 12:52:48, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.2307, loss: 1.2307, grad_norm: 6.2727 2021-02-06 13:51:54,139 - mmaction - INFO - Epoch [64][2720/3757] lr: 1.000e-03, eta: 1 day, 12:52:19, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1942, loss: 1.1942, grad_norm: 6.1994 2021-02-06 13:52:03,008 - mmaction - INFO - Epoch [64][2740/3757] lr: 1.000e-03, eta: 1 day, 12:51:50, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8820, loss_cls: 1.1593, loss: 1.1593, grad_norm: 6.0455 2021-02-06 13:52:11,902 - mmaction - INFO - Epoch [64][2760/3757] lr: 1.000e-03, eta: 1 day, 12:51:22, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8852, loss_cls: 1.1410, loss: 1.1410, grad_norm: 6.1572 2021-02-06 13:52:20,849 - mmaction - INFO - Epoch [64][2780/3757] lr: 1.000e-03, eta: 1 day, 12:50:53, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8797, loss_cls: 1.1594, loss: 1.1594, grad_norm: 6.0787 2021-02-06 13:52:29,726 - mmaction - INFO - Epoch [64][2800/3757] lr: 1.000e-03, eta: 1 day, 12:50:24, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1613, loss: 1.1613, grad_norm: 6.1305 2021-02-06 13:52:38,619 - mmaction - INFO - Epoch [64][2820/3757] lr: 1.000e-03, eta: 1 day, 12:49:56, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8836, loss_cls: 1.1594, loss: 1.1594, grad_norm: 6.1407 2021-02-06 13:52:47,480 - mmaction - INFO - Epoch [64][2840/3757] lr: 1.000e-03, eta: 1 day, 12:49:27, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.2049, loss: 1.2049, grad_norm: 6.0102 2021-02-06 13:52:56,391 - mmaction - INFO - Epoch [64][2860/3757] lr: 1.000e-03, eta: 1 day, 12:48:58, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8805, loss_cls: 1.2499, loss: 1.2499, grad_norm: 6.3729 2021-02-06 13:53:05,277 - mmaction - INFO - Epoch [64][2880/3757] lr: 1.000e-03, eta: 1 day, 12:48:30, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1333, loss: 1.1333, grad_norm: 6.0565 2021-02-06 13:53:14,168 - mmaction - INFO - Epoch [64][2900/3757] lr: 1.000e-03, eta: 1 day, 12:48:01, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8930, loss_cls: 1.1008, loss: 1.1008, grad_norm: 5.9902 2021-02-06 13:53:23,050 - mmaction - INFO - Epoch [64][2920/3757] lr: 1.000e-03, eta: 1 day, 12:47:33, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8820, loss_cls: 1.2222, loss: 1.2222, grad_norm: 6.3018 2021-02-06 13:53:32,048 - mmaction - INFO - Epoch [64][2940/3757] lr: 1.000e-03, eta: 1 day, 12:47:04, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2010, loss: 1.2010, grad_norm: 6.1545 2021-02-06 13:53:40,886 - mmaction - INFO - Epoch [64][2960/3757] lr: 1.000e-03, eta: 1 day, 12:46:35, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8875, loss_cls: 1.1304, loss: 1.1304, grad_norm: 6.0976 2021-02-06 13:53:49,748 - mmaction - INFO - Epoch [64][2980/3757] lr: 1.000e-03, eta: 1 day, 12:46:07, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8672, loss_cls: 1.2212, loss: 1.2212, grad_norm: 6.0587 2021-02-06 13:53:58,565 - mmaction - INFO - Epoch [64][3000/3757] lr: 1.000e-03, eta: 1 day, 12:45:38, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.1823, loss: 1.1823, grad_norm: 6.0682 2021-02-06 13:54:07,457 - mmaction - INFO - Epoch [64][3020/3757] lr: 1.000e-03, eta: 1 day, 12:45:09, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8773, loss_cls: 1.2325, loss: 1.2325, grad_norm: 6.2844 2021-02-06 13:54:16,367 - mmaction - INFO - Epoch [64][3040/3757] lr: 1.000e-03, eta: 1 day, 12:44:41, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8961, loss_cls: 1.1548, loss: 1.1548, grad_norm: 6.1185 2021-02-06 13:54:25,289 - mmaction - INFO - Epoch [64][3060/3757] lr: 1.000e-03, eta: 1 day, 12:44:12, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8820, loss_cls: 1.1487, loss: 1.1487, grad_norm: 5.9333 2021-02-06 13:54:34,133 - mmaction - INFO - Epoch [64][3080/3757] lr: 1.000e-03, eta: 1 day, 12:43:44, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8742, loss_cls: 1.1930, loss: 1.1930, grad_norm: 5.9905 2021-02-06 13:54:43,052 - mmaction - INFO - Epoch [64][3100/3757] lr: 1.000e-03, eta: 1 day, 12:43:15, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8852, loss_cls: 1.0957, loss: 1.0957, grad_norm: 5.9610 2021-02-06 13:54:51,902 - mmaction - INFO - Epoch [64][3120/3757] lr: 1.000e-03, eta: 1 day, 12:42:46, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8734, loss_cls: 1.2053, loss: 1.2053, grad_norm: 6.1087 2021-02-06 13:55:00,823 - mmaction - INFO - Epoch [64][3140/3757] lr: 1.000e-03, eta: 1 day, 12:42:18, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8789, loss_cls: 1.1538, loss: 1.1538, grad_norm: 6.0904 2021-02-06 13:55:09,752 - mmaction - INFO - Epoch [64][3160/3757] lr: 1.000e-03, eta: 1 day, 12:41:49, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8742, loss_cls: 1.2312, loss: 1.2312, grad_norm: 6.1045 2021-02-06 13:55:18,621 - mmaction - INFO - Epoch [64][3180/3757] lr: 1.000e-03, eta: 1 day, 12:41:21, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8992, loss_cls: 1.1651, loss: 1.1651, grad_norm: 6.2745 2021-02-06 13:55:27,497 - mmaction - INFO - Epoch [64][3200/3757] lr: 1.000e-03, eta: 1 day, 12:40:52, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8719, loss_cls: 1.2136, loss: 1.2136, grad_norm: 6.0687 2021-02-06 13:55:36,409 - mmaction - INFO - Epoch [64][3220/3757] lr: 1.000e-03, eta: 1 day, 12:40:24, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8898, loss_cls: 1.1145, loss: 1.1145, grad_norm: 5.9117 2021-02-06 13:55:45,239 - mmaction - INFO - Epoch [64][3240/3757] lr: 1.000e-03, eta: 1 day, 12:39:55, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2219, loss: 1.2219, grad_norm: 6.3809 2021-02-06 13:55:54,153 - mmaction - INFO - Epoch [64][3260/3757] lr: 1.000e-03, eta: 1 day, 12:39:26, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8898, loss_cls: 1.1813, loss: 1.1813, grad_norm: 6.2224 2021-02-06 13:56:03,068 - mmaction - INFO - Epoch [64][3280/3757] lr: 1.000e-03, eta: 1 day, 12:38:58, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8844, loss_cls: 1.1801, loss: 1.1801, grad_norm: 6.1026 2021-02-06 13:56:11,986 - mmaction - INFO - Epoch [64][3300/3757] lr: 1.000e-03, eta: 1 day, 12:38:29, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1511, loss: 1.1511, grad_norm: 6.0856 2021-02-06 13:56:20,880 - mmaction - INFO - Epoch [64][3320/3757] lr: 1.000e-03, eta: 1 day, 12:38:01, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8820, loss_cls: 1.1568, loss: 1.1568, grad_norm: 6.0646 2021-02-06 13:56:29,776 - mmaction - INFO - Epoch [64][3340/3757] lr: 1.000e-03, eta: 1 day, 12:37:32, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8797, loss_cls: 1.1780, loss: 1.1780, grad_norm: 5.9759 2021-02-06 13:56:38,679 - mmaction - INFO - Epoch [64][3360/3757] lr: 1.000e-03, eta: 1 day, 12:37:04, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8906, loss_cls: 1.2009, loss: 1.2009, grad_norm: 6.3099 2021-02-06 13:56:47,566 - mmaction - INFO - Epoch [64][3380/3757] lr: 1.000e-03, eta: 1 day, 12:36:35, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8672, loss_cls: 1.2574, loss: 1.2574, grad_norm: 6.1919 2021-02-06 13:56:56,506 - mmaction - INFO - Epoch [64][3400/3757] lr: 1.000e-03, eta: 1 day, 12:36:07, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8773, loss_cls: 1.1943, loss: 1.1943, grad_norm: 6.1890 2021-02-06 13:57:05,352 - mmaction - INFO - Epoch [64][3420/3757] lr: 1.000e-03, eta: 1 day, 12:35:38, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.1939, loss: 1.1939, grad_norm: 6.0418 2021-02-06 13:57:14,261 - mmaction - INFO - Epoch [64][3440/3757] lr: 1.000e-03, eta: 1 day, 12:35:10, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.1804, loss: 1.1804, grad_norm: 5.9390 2021-02-06 13:57:23,159 - mmaction - INFO - Epoch [64][3460/3757] lr: 1.000e-03, eta: 1 day, 12:34:41, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8914, loss_cls: 1.1268, loss: 1.1268, grad_norm: 6.0034 2021-02-06 13:57:32,056 - mmaction - INFO - Epoch [64][3480/3757] lr: 1.000e-03, eta: 1 day, 12:34:13, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8898, loss_cls: 1.0862, loss: 1.0862, grad_norm: 5.8521 2021-02-06 13:57:40,956 - mmaction - INFO - Epoch [64][3500/3757] lr: 1.000e-03, eta: 1 day, 12:33:44, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8703, loss_cls: 1.2355, loss: 1.2355, grad_norm: 6.3113 2021-02-06 13:57:49,846 - mmaction - INFO - Epoch [64][3520/3757] lr: 1.000e-03, eta: 1 day, 12:33:16, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8844, loss_cls: 1.1915, loss: 1.1915, grad_norm: 6.0730 2021-02-06 13:57:58,727 - mmaction - INFO - Epoch [64][3540/3757] lr: 1.000e-03, eta: 1 day, 12:32:47, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8797, loss_cls: 1.1957, loss: 1.1957, grad_norm: 6.0588 2021-02-06 13:58:07,583 - mmaction - INFO - Epoch [64][3560/3757] lr: 1.000e-03, eta: 1 day, 12:32:19, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8836, loss_cls: 1.2028, loss: 1.2028, grad_norm: 6.0779 2021-02-06 13:58:16,496 - mmaction - INFO - Epoch [64][3580/3757] lr: 1.000e-03, eta: 1 day, 12:31:50, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8734, loss_cls: 1.2313, loss: 1.2313, grad_norm: 6.2357 2021-02-06 13:58:25,410 - mmaction - INFO - Epoch [64][3600/3757] lr: 1.000e-03, eta: 1 day, 12:31:22, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1599, loss: 1.1599, grad_norm: 5.9971 2021-02-06 13:58:34,261 - mmaction - INFO - Epoch [64][3620/3757] lr: 1.000e-03, eta: 1 day, 12:30:53, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8648, loss_cls: 1.3058, loss: 1.3058, grad_norm: 6.3415 2021-02-06 13:58:43,215 - mmaction - INFO - Epoch [64][3640/3757] lr: 1.000e-03, eta: 1 day, 12:30:25, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2213, loss: 1.2213, grad_norm: 6.3686 2021-02-06 13:58:52,130 - mmaction - INFO - Epoch [64][3660/3757] lr: 1.000e-03, eta: 1 day, 12:29:57, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8680, loss_cls: 1.2597, loss: 1.2597, grad_norm: 6.2677 2021-02-06 13:59:01,017 - mmaction - INFO - Epoch [64][3680/3757] lr: 1.000e-03, eta: 1 day, 12:29:28, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2379, loss: 1.2379, grad_norm: 6.2721 2021-02-06 13:59:09,945 - mmaction - INFO - Epoch [64][3700/3757] lr: 1.000e-03, eta: 1 day, 12:29:00, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8883, loss_cls: 1.1660, loss: 1.1660, grad_norm: 6.2464 2021-02-06 13:59:18,829 - mmaction - INFO - Epoch [64][3720/3757] lr: 1.000e-03, eta: 1 day, 12:28:31, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8742, loss_cls: 1.2272, loss: 1.2272, grad_norm: 6.0969 2021-02-06 13:59:27,692 - mmaction - INFO - Epoch [64][3740/3757] lr: 1.000e-03, eta: 1 day, 12:28:03, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.2034, loss: 1.2034, grad_norm: 6.1811 2021-02-06 13:59:35,804 - mmaction - INFO - Saving checkpoint at 64 epochs 2021-02-06 14:00:00,954 - mmaction - INFO - Epoch [65][20/3757] lr: 1.000e-03, eta: 1 day, 12:27:17, time: 1.240, data_time: 0.799, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8750, loss_cls: 1.2009, loss: 1.2009, grad_norm: 6.1569 2021-02-06 14:00:09,851 - mmaction - INFO - Epoch [65][40/3757] lr: 1.000e-03, eta: 1 day, 12:26:49, time: 0.444, data_time: 0.003, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8867, loss_cls: 1.1405, loss: 1.1405, grad_norm: 6.0885 2021-02-06 14:00:18,646 - mmaction - INFO - Epoch [65][60/3757] lr: 1.000e-03, eta: 1 day, 12:26:20, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6805, top5_acc: 0.8711, loss_cls: 1.2733, loss: 1.2733, grad_norm: 6.3097 2021-02-06 14:00:27,498 - mmaction - INFO - Epoch [65][80/3757] lr: 1.000e-03, eta: 1 day, 12:25:52, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8766, loss_cls: 1.2209, loss: 1.2209, grad_norm: 6.2159 2021-02-06 14:00:36,390 - mmaction - INFO - Epoch [65][100/3757] lr: 1.000e-03, eta: 1 day, 12:25:24, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8773, loss_cls: 1.2244, loss: 1.2244, grad_norm: 6.0235 2021-02-06 14:00:45,250 - mmaction - INFO - Epoch [65][120/3757] lr: 1.000e-03, eta: 1 day, 12:24:55, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8852, loss_cls: 1.1456, loss: 1.1456, grad_norm: 5.9106 2021-02-06 14:00:54,128 - mmaction - INFO - Epoch [65][140/3757] lr: 1.000e-03, eta: 1 day, 12:24:27, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8672, loss_cls: 1.2078, loss: 1.2078, grad_norm: 5.9461 2021-02-06 14:01:03,093 - mmaction - INFO - Epoch [65][160/3757] lr: 1.000e-03, eta: 1 day, 12:23:58, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8945, loss_cls: 1.1478, loss: 1.1478, grad_norm: 6.1220 2021-02-06 14:01:12,011 - mmaction - INFO - Epoch [65][180/3757] lr: 1.000e-03, eta: 1 day, 12:23:30, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.2164, loss: 1.2164, grad_norm: 6.1945 2021-02-06 14:01:20,958 - mmaction - INFO - Epoch [65][200/3757] lr: 1.000e-03, eta: 1 day, 12:23:02, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8789, loss_cls: 1.2423, loss: 1.2423, grad_norm: 6.3470 2021-02-06 14:01:29,872 - mmaction - INFO - Epoch [65][220/3757] lr: 1.000e-03, eta: 1 day, 12:22:33, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2087, loss: 1.2087, grad_norm: 6.0890 2021-02-06 14:01:38,863 - mmaction - INFO - Epoch [65][240/3757] lr: 1.000e-03, eta: 1 day, 12:22:05, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8883, loss_cls: 1.1721, loss: 1.1721, grad_norm: 6.2401 2021-02-06 14:01:47,760 - mmaction - INFO - Epoch [65][260/3757] lr: 1.000e-03, eta: 1 day, 12:21:37, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8828, loss_cls: 1.1631, loss: 1.1631, grad_norm: 5.8973 2021-02-06 14:01:56,661 - mmaction - INFO - Epoch [65][280/3757] lr: 1.000e-03, eta: 1 day, 12:21:08, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6766, top5_acc: 0.8633, loss_cls: 1.2741, loss: 1.2741, grad_norm: 6.2890 2021-02-06 14:02:05,506 - mmaction - INFO - Epoch [65][300/3757] lr: 1.000e-03, eta: 1 day, 12:20:40, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8875, loss_cls: 1.1871, loss: 1.1871, grad_norm: 6.0082 2021-02-06 14:02:14,387 - mmaction - INFO - Epoch [65][320/3757] lr: 1.000e-03, eta: 1 day, 12:20:12, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8828, loss_cls: 1.2404, loss: 1.2404, grad_norm: 6.3439 2021-02-06 14:02:23,279 - mmaction - INFO - Epoch [65][340/3757] lr: 1.000e-03, eta: 1 day, 12:19:43, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1580, loss: 1.1580, grad_norm: 6.1120 2021-02-06 14:02:32,231 - mmaction - INFO - Epoch [65][360/3757] lr: 1.000e-03, eta: 1 day, 12:19:15, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8742, loss_cls: 1.2040, loss: 1.2040, grad_norm: 6.0939 2021-02-06 14:02:41,086 - mmaction - INFO - Epoch [65][380/3757] lr: 1.000e-03, eta: 1 day, 12:18:47, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.1175, loss: 1.1175, grad_norm: 5.8632 2021-02-06 14:02:50,009 - mmaction - INFO - Epoch [65][400/3757] lr: 1.000e-03, eta: 1 day, 12:18:18, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.9062, loss_cls: 1.0648, loss: 1.0648, grad_norm: 5.9708 2021-02-06 14:02:58,915 - mmaction - INFO - Epoch [65][420/3757] lr: 1.000e-03, eta: 1 day, 12:17:50, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8836, loss_cls: 1.1400, loss: 1.1400, grad_norm: 5.9443 2021-02-06 14:03:07,792 - mmaction - INFO - Epoch [65][440/3757] lr: 1.000e-03, eta: 1 day, 12:17:22, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.1886, loss: 1.1886, grad_norm: 6.0927 2021-02-06 14:03:16,689 - mmaction - INFO - Epoch [65][460/3757] lr: 1.000e-03, eta: 1 day, 12:16:53, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8992, loss_cls: 1.0907, loss: 1.0907, grad_norm: 6.0199 2021-02-06 14:03:25,595 - mmaction - INFO - Epoch [65][480/3757] lr: 1.000e-03, eta: 1 day, 12:16:25, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8945, loss_cls: 1.1564, loss: 1.1564, grad_norm: 6.1117 2021-02-06 14:03:34,510 - mmaction - INFO - Epoch [65][500/3757] lr: 1.000e-03, eta: 1 day, 12:15:57, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8992, loss_cls: 1.1088, loss: 1.1088, grad_norm: 6.1470 2021-02-06 14:03:43,397 - mmaction - INFO - Epoch [65][520/3757] lr: 1.000e-03, eta: 1 day, 12:15:29, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.2335, loss: 1.2335, grad_norm: 6.2609 2021-02-06 14:03:52,279 - mmaction - INFO - Epoch [65][540/3757] lr: 1.000e-03, eta: 1 day, 12:15:00, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8914, loss_cls: 1.1703, loss: 1.1703, grad_norm: 6.2491 2021-02-06 14:04:01,143 - mmaction - INFO - Epoch [65][560/3757] lr: 1.000e-03, eta: 1 day, 12:14:32, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8750, loss_cls: 1.1570, loss: 1.1570, grad_norm: 6.1045 2021-02-06 14:04:10,133 - mmaction - INFO - Epoch [65][580/3757] lr: 1.000e-03, eta: 1 day, 12:14:04, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.6766, top5_acc: 0.8648, loss_cls: 1.2618, loss: 1.2618, grad_norm: 6.4415 2021-02-06 14:04:18,943 - mmaction - INFO - Epoch [65][600/3757] lr: 1.000e-03, eta: 1 day, 12:13:35, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8773, loss_cls: 1.2135, loss: 1.2135, grad_norm: 6.2658 2021-02-06 14:04:27,783 - mmaction - INFO - Epoch [65][620/3757] lr: 1.000e-03, eta: 1 day, 12:13:07, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8836, loss_cls: 1.1597, loss: 1.1597, grad_norm: 6.1819 2021-02-06 14:04:36,643 - mmaction - INFO - Epoch [65][640/3757] lr: 1.000e-03, eta: 1 day, 12:12:39, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1198, loss: 1.1198, grad_norm: 6.0175 2021-02-06 14:04:45,583 - mmaction - INFO - Epoch [65][660/3757] lr: 1.000e-03, eta: 1 day, 12:12:11, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.9016, loss_cls: 1.1022, loss: 1.1022, grad_norm: 6.0344 2021-02-06 14:04:54,474 - mmaction - INFO - Epoch [65][680/3757] lr: 1.000e-03, eta: 1 day, 12:11:42, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8727, loss_cls: 1.1667, loss: 1.1667, grad_norm: 6.1012 2021-02-06 14:05:03,381 - mmaction - INFO - Epoch [65][700/3757] lr: 1.000e-03, eta: 1 day, 12:11:14, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.9070, loss_cls: 1.0662, loss: 1.0662, grad_norm: 6.0759 2021-02-06 14:05:12,278 - mmaction - INFO - Epoch [65][720/3757] lr: 1.000e-03, eta: 1 day, 12:10:46, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8812, loss_cls: 1.1494, loss: 1.1494, grad_norm: 6.0937 2021-02-06 14:05:21,160 - mmaction - INFO - Epoch [65][740/3757] lr: 1.000e-03, eta: 1 day, 12:10:17, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8734, loss_cls: 1.1844, loss: 1.1844, grad_norm: 6.0060 2021-02-06 14:05:30,021 - mmaction - INFO - Epoch [65][760/3757] lr: 1.000e-03, eta: 1 day, 12:09:49, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8844, loss_cls: 1.1468, loss: 1.1468, grad_norm: 6.0465 2021-02-06 14:05:38,923 - mmaction - INFO - Epoch [65][780/3757] lr: 1.000e-03, eta: 1 day, 12:09:21, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0427, loss: 1.0427, grad_norm: 6.0296 2021-02-06 14:05:47,785 - mmaction - INFO - Epoch [65][800/3757] lr: 1.000e-03, eta: 1 day, 12:08:53, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8805, loss_cls: 1.1917, loss: 1.1917, grad_norm: 6.1662 2021-02-06 14:05:56,679 - mmaction - INFO - Epoch [65][820/3757] lr: 1.000e-03, eta: 1 day, 12:08:25, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8812, loss_cls: 1.1928, loss: 1.1928, grad_norm: 6.1763 2021-02-06 14:06:05,592 - mmaction - INFO - Epoch [65][840/3757] lr: 1.000e-03, eta: 1 day, 12:07:56, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8898, loss_cls: 1.1437, loss: 1.1437, grad_norm: 6.0732 2021-02-06 14:06:14,499 - mmaction - INFO - Epoch [65][860/3757] lr: 1.000e-03, eta: 1 day, 12:07:28, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2562, loss: 1.2562, grad_norm: 6.3055 2021-02-06 14:06:23,430 - mmaction - INFO - Epoch [65][880/3757] lr: 1.000e-03, eta: 1 day, 12:07:00, time: 0.447, data_time: 0.002, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8906, loss_cls: 1.1589, loss: 1.1589, grad_norm: 6.1207 2021-02-06 14:06:32,373 - mmaction - INFO - Epoch [65][900/3757] lr: 1.000e-03, eta: 1 day, 12:06:32, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8578, loss_cls: 1.2464, loss: 1.2464, grad_norm: 6.1462 2021-02-06 14:06:41,282 - mmaction - INFO - Epoch [65][920/3757] lr: 1.000e-03, eta: 1 day, 12:06:04, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.2121, loss: 1.2121, grad_norm: 6.1335 2021-02-06 14:06:50,215 - mmaction - INFO - Epoch [65][940/3757] lr: 1.000e-03, eta: 1 day, 12:05:35, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8820, loss_cls: 1.1428, loss: 1.1428, grad_norm: 6.0350 2021-02-06 14:06:59,066 - mmaction - INFO - Epoch [65][960/3757] lr: 1.000e-03, eta: 1 day, 12:05:07, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8891, loss_cls: 1.1570, loss: 1.1570, grad_norm: 6.0544 2021-02-06 14:07:07,941 - mmaction - INFO - Epoch [65][980/3757] lr: 1.000e-03, eta: 1 day, 12:04:39, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.1867, loss: 1.1867, grad_norm: 6.1257 2021-02-06 14:07:16,808 - mmaction - INFO - Epoch [65][1000/3757] lr: 1.000e-03, eta: 1 day, 12:04:11, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8773, loss_cls: 1.1977, loss: 1.1977, grad_norm: 6.2221 2021-02-06 14:07:25,665 - mmaction - INFO - Epoch [65][1020/3757] lr: 1.000e-03, eta: 1 day, 12:03:43, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.2191, loss: 1.2191, grad_norm: 6.2762 2021-02-06 14:07:34,538 - mmaction - INFO - Epoch [65][1040/3757] lr: 1.000e-03, eta: 1 day, 12:03:14, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8727, loss_cls: 1.2016, loss: 1.2016, grad_norm: 6.0585 2021-02-06 14:07:43,452 - mmaction - INFO - Epoch [65][1060/3757] lr: 1.000e-03, eta: 1 day, 12:02:46, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8750, loss_cls: 1.1716, loss: 1.1716, grad_norm: 6.0168 2021-02-06 14:07:52,324 - mmaction - INFO - Epoch [65][1080/3757] lr: 1.000e-03, eta: 1 day, 12:02:18, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8906, loss_cls: 1.0804, loss: 1.0804, grad_norm: 6.0032 2021-02-06 14:08:01,245 - mmaction - INFO - Epoch [65][1100/3757] lr: 1.000e-03, eta: 1 day, 12:01:50, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8648, loss_cls: 1.2295, loss: 1.2295, grad_norm: 6.2199 2021-02-06 14:08:10,148 - mmaction - INFO - Epoch [65][1120/3757] lr: 1.000e-03, eta: 1 day, 12:01:22, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.1910, loss: 1.1910, grad_norm: 6.1228 2021-02-06 14:08:19,038 - mmaction - INFO - Epoch [65][1140/3757] lr: 1.000e-03, eta: 1 day, 12:00:54, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.9000, loss_cls: 1.0966, loss: 1.0966, grad_norm: 5.9353 2021-02-06 14:08:27,899 - mmaction - INFO - Epoch [65][1160/3757] lr: 1.000e-03, eta: 1 day, 12:00:25, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.1859, loss: 1.1859, grad_norm: 6.2177 2021-02-06 14:08:36,799 - mmaction - INFO - Epoch [65][1180/3757] lr: 1.000e-03, eta: 1 day, 11:59:57, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8875, loss_cls: 1.1538, loss: 1.1538, grad_norm: 6.3227 2021-02-06 14:08:45,692 - mmaction - INFO - Epoch [65][1200/3757] lr: 1.000e-03, eta: 1 day, 11:59:29, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8906, loss_cls: 1.1618, loss: 1.1618, grad_norm: 6.3306 2021-02-06 14:08:54,561 - mmaction - INFO - Epoch [65][1220/3757] lr: 1.000e-03, eta: 1 day, 11:59:01, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8812, loss_cls: 1.1830, loss: 1.1830, grad_norm: 6.0243 2021-02-06 14:09:03,522 - mmaction - INFO - Epoch [65][1240/3757] lr: 1.000e-03, eta: 1 day, 11:58:33, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8922, loss_cls: 1.1120, loss: 1.1120, grad_norm: 6.0073 2021-02-06 14:09:12,427 - mmaction - INFO - Epoch [65][1260/3757] lr: 1.000e-03, eta: 1 day, 11:58:05, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8922, loss_cls: 1.1579, loss: 1.1579, grad_norm: 6.1355 2021-02-06 14:09:21,268 - mmaction - INFO - Epoch [65][1280/3757] lr: 1.000e-03, eta: 1 day, 11:57:37, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.1375, loss: 1.1375, grad_norm: 6.1373 2021-02-06 14:09:30,148 - mmaction - INFO - Epoch [65][1300/3757] lr: 1.000e-03, eta: 1 day, 11:57:09, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8758, loss_cls: 1.1704, loss: 1.1704, grad_norm: 6.0094 2021-02-06 14:09:39,112 - mmaction - INFO - Epoch [65][1320/3757] lr: 1.000e-03, eta: 1 day, 11:56:41, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.2069, loss: 1.2069, grad_norm: 6.2747 2021-02-06 14:09:47,946 - mmaction - INFO - Epoch [65][1340/3757] lr: 1.000e-03, eta: 1 day, 11:56:12, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1912, loss: 1.1912, grad_norm: 6.2668 2021-02-06 14:09:56,840 - mmaction - INFO - Epoch [65][1360/3757] lr: 1.000e-03, eta: 1 day, 11:55:44, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8742, loss_cls: 1.2559, loss: 1.2559, grad_norm: 6.2147 2021-02-06 14:10:05,727 - mmaction - INFO - Epoch [65][1380/3757] lr: 1.000e-03, eta: 1 day, 11:55:16, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8992, loss_cls: 1.1210, loss: 1.1210, grad_norm: 6.3518 2021-02-06 14:10:14,580 - mmaction - INFO - Epoch [65][1400/3757] lr: 1.000e-03, eta: 1 day, 11:54:48, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1650, loss: 1.1650, grad_norm: 6.0986 2021-02-06 14:10:23,527 - mmaction - INFO - Epoch [65][1420/3757] lr: 1.000e-03, eta: 1 day, 11:54:20, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8953, loss_cls: 1.1079, loss: 1.1079, grad_norm: 5.9779 2021-02-06 14:10:32,478 - mmaction - INFO - Epoch [65][1440/3757] lr: 1.000e-03, eta: 1 day, 11:53:52, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8883, loss_cls: 1.1686, loss: 1.1686, grad_norm: 6.1709 2021-02-06 14:10:41,363 - mmaction - INFO - Epoch [65][1460/3757] lr: 1.000e-03, eta: 1 day, 11:53:24, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8812, loss_cls: 1.1725, loss: 1.1725, grad_norm: 6.0798 2021-02-06 14:10:50,271 - mmaction - INFO - Epoch [65][1480/3757] lr: 1.000e-03, eta: 1 day, 11:52:56, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2282, loss: 1.2282, grad_norm: 6.3113 2021-02-06 14:10:59,140 - mmaction - INFO - Epoch [65][1500/3757] lr: 1.000e-03, eta: 1 day, 11:52:28, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1740, loss: 1.1740, grad_norm: 6.0056 2021-02-06 14:11:08,064 - mmaction - INFO - Epoch [65][1520/3757] lr: 1.000e-03, eta: 1 day, 11:52:00, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8719, loss_cls: 1.2197, loss: 1.2197, grad_norm: 6.4163 2021-02-06 14:11:16,991 - mmaction - INFO - Epoch [65][1540/3757] lr: 1.000e-03, eta: 1 day, 11:51:32, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8875, loss_cls: 1.1966, loss: 1.1966, grad_norm: 6.4586 2021-02-06 14:11:25,896 - mmaction - INFO - Epoch [65][1560/3757] lr: 1.000e-03, eta: 1 day, 11:51:04, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8867, loss_cls: 1.1824, loss: 1.1824, grad_norm: 6.1902 2021-02-06 14:11:34,803 - mmaction - INFO - Epoch [65][1580/3757] lr: 1.000e-03, eta: 1 day, 11:50:36, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8719, loss_cls: 1.2121, loss: 1.2121, grad_norm: 6.0988 2021-02-06 14:11:43,669 - mmaction - INFO - Epoch [65][1600/3757] lr: 1.000e-03, eta: 1 day, 11:50:08, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1760, loss: 1.1760, grad_norm: 6.3124 2021-02-06 14:11:52,554 - mmaction - INFO - Epoch [65][1620/3757] lr: 1.000e-03, eta: 1 day, 11:49:40, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.1756, loss: 1.1756, grad_norm: 6.0723 2021-02-06 14:12:01,422 - mmaction - INFO - Epoch [65][1640/3757] lr: 1.000e-03, eta: 1 day, 11:49:11, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8789, loss_cls: 1.1915, loss: 1.1915, grad_norm: 6.0178 2021-02-06 14:12:10,339 - mmaction - INFO - Epoch [65][1660/3757] lr: 1.000e-03, eta: 1 day, 11:48:43, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8977, loss_cls: 1.1349, loss: 1.1349, grad_norm: 6.3587 2021-02-06 14:12:19,250 - mmaction - INFO - Epoch [65][1680/3757] lr: 1.000e-03, eta: 1 day, 11:48:15, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.1868, loss: 1.1868, grad_norm: 6.2342 2021-02-06 14:12:28,160 - mmaction - INFO - Epoch [65][1700/3757] lr: 1.000e-03, eta: 1 day, 11:47:47, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8773, loss_cls: 1.1408, loss: 1.1408, grad_norm: 6.0370 2021-02-06 14:12:37,055 - mmaction - INFO - Epoch [65][1720/3757] lr: 1.000e-03, eta: 1 day, 11:47:19, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8758, loss_cls: 1.1881, loss: 1.1881, grad_norm: 6.0292 2021-02-06 14:12:45,990 - mmaction - INFO - Epoch [65][1740/3757] lr: 1.000e-03, eta: 1 day, 11:46:52, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1693, loss: 1.1693, grad_norm: 6.1336 2021-02-06 14:12:54,866 - mmaction - INFO - Epoch [65][1760/3757] lr: 1.000e-03, eta: 1 day, 11:46:24, time: 0.444, data_time: 0.002, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8727, loss_cls: 1.2520, loss: 1.2520, grad_norm: 6.4970 2021-02-06 14:13:03,841 - mmaction - INFO - Epoch [65][1780/3757] lr: 1.000e-03, eta: 1 day, 11:45:56, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8883, loss_cls: 1.1674, loss: 1.1674, grad_norm: 6.3628 2021-02-06 14:13:12,761 - mmaction - INFO - Epoch [65][1800/3757] lr: 1.000e-03, eta: 1 day, 11:45:28, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1690, loss: 1.1690, grad_norm: 6.2384 2021-02-06 14:13:21,666 - mmaction - INFO - Epoch [65][1820/3757] lr: 1.000e-03, eta: 1 day, 11:45:00, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8789, loss_cls: 1.2210, loss: 1.2210, grad_norm: 6.3212 2021-02-06 14:13:30,508 - mmaction - INFO - Epoch [65][1840/3757] lr: 1.000e-03, eta: 1 day, 11:44:32, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8969, loss_cls: 1.0771, loss: 1.0771, grad_norm: 5.9802 2021-02-06 14:13:39,440 - mmaction - INFO - Epoch [65][1860/3757] lr: 1.000e-03, eta: 1 day, 11:44:04, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1509, loss: 1.1509, grad_norm: 6.0244 2021-02-06 14:13:48,302 - mmaction - INFO - Epoch [65][1880/3757] lr: 1.000e-03, eta: 1 day, 11:43:36, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8812, loss_cls: 1.1536, loss: 1.1536, grad_norm: 6.0859 2021-02-06 14:13:57,234 - mmaction - INFO - Epoch [65][1900/3757] lr: 1.000e-03, eta: 1 day, 11:43:08, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8758, loss_cls: 1.2391, loss: 1.2391, grad_norm: 6.2186 2021-02-06 14:14:06,119 - mmaction - INFO - Epoch [65][1920/3757] lr: 1.000e-03, eta: 1 day, 11:42:40, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8734, loss_cls: 1.1449, loss: 1.1449, grad_norm: 6.1442 2021-02-06 14:14:15,026 - mmaction - INFO - Epoch [65][1940/3757] lr: 1.000e-03, eta: 1 day, 11:42:12, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1620, loss: 1.1620, grad_norm: 6.2645 2021-02-06 14:14:23,877 - mmaction - INFO - Epoch [65][1960/3757] lr: 1.000e-03, eta: 1 day, 11:41:44, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8891, loss_cls: 1.1686, loss: 1.1686, grad_norm: 6.1489 2021-02-06 14:14:32,791 - mmaction - INFO - Epoch [65][1980/3757] lr: 1.000e-03, eta: 1 day, 11:41:16, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8836, loss_cls: 1.2124, loss: 1.2124, grad_norm: 6.4948 2021-02-06 14:14:41,686 - mmaction - INFO - Epoch [65][2000/3757] lr: 1.000e-03, eta: 1 day, 11:40:48, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8867, loss_cls: 1.1585, loss: 1.1585, grad_norm: 6.1327 2021-02-06 14:14:50,573 - mmaction - INFO - Epoch [65][2020/3757] lr: 1.000e-03, eta: 1 day, 11:40:20, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8680, loss_cls: 1.3060, loss: 1.3060, grad_norm: 6.2637 2021-02-06 14:14:59,439 - mmaction - INFO - Epoch [65][2040/3757] lr: 1.000e-03, eta: 1 day, 11:39:52, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8953, loss_cls: 1.1328, loss: 1.1328, grad_norm: 6.1780 2021-02-06 14:15:08,285 - mmaction - INFO - Epoch [65][2060/3757] lr: 1.000e-03, eta: 1 day, 11:39:24, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.2265, loss: 1.2265, grad_norm: 6.2139 2021-02-06 14:15:17,225 - mmaction - INFO - Epoch [65][2080/3757] lr: 1.000e-03, eta: 1 day, 11:38:56, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.1837, loss: 1.1837, grad_norm: 6.1167 2021-02-06 14:15:26,091 - mmaction - INFO - Epoch [65][2100/3757] lr: 1.000e-03, eta: 1 day, 11:38:28, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8797, loss_cls: 1.2075, loss: 1.2075, grad_norm: 6.3755 2021-02-06 14:15:35,032 - mmaction - INFO - Epoch [65][2120/3757] lr: 1.000e-03, eta: 1 day, 11:38:00, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8656, loss_cls: 1.2764, loss: 1.2764, grad_norm: 6.3835 2021-02-06 14:15:43,980 - mmaction - INFO - Epoch [65][2140/3757] lr: 1.000e-03, eta: 1 day, 11:37:33, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8742, loss_cls: 1.1990, loss: 1.1990, grad_norm: 6.2034 2021-02-06 14:15:52,995 - mmaction - INFO - Epoch [65][2160/3757] lr: 1.000e-03, eta: 1 day, 11:37:05, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8867, loss_cls: 1.1820, loss: 1.1820, grad_norm: 6.2109 2021-02-06 14:16:01,943 - mmaction - INFO - Epoch [65][2180/3757] lr: 1.000e-03, eta: 1 day, 11:36:37, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8648, loss_cls: 1.2395, loss: 1.2395, grad_norm: 6.0779 2021-02-06 14:16:10,834 - mmaction - INFO - Epoch [65][2200/3757] lr: 1.000e-03, eta: 1 day, 11:36:09, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8656, loss_cls: 1.2013, loss: 1.2013, grad_norm: 6.1826 2021-02-06 14:16:19,744 - mmaction - INFO - Epoch [65][2220/3757] lr: 1.000e-03, eta: 1 day, 11:35:41, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8852, loss_cls: 1.1513, loss: 1.1513, grad_norm: 5.9454 2021-02-06 14:16:28,688 - mmaction - INFO - Epoch [65][2240/3757] lr: 1.000e-03, eta: 1 day, 11:35:13, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8852, loss_cls: 1.1583, loss: 1.1583, grad_norm: 6.2808 2021-02-06 14:16:37,545 - mmaction - INFO - Epoch [65][2260/3757] lr: 1.000e-03, eta: 1 day, 11:34:45, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.2277, loss: 1.2277, grad_norm: 6.4665 2021-02-06 14:16:46,396 - mmaction - INFO - Epoch [65][2280/3757] lr: 1.000e-03, eta: 1 day, 11:34:17, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8875, loss_cls: 1.1268, loss: 1.1268, grad_norm: 6.1787 2021-02-06 14:16:55,360 - mmaction - INFO - Epoch [65][2300/3757] lr: 1.000e-03, eta: 1 day, 11:33:50, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1326, loss: 1.1326, grad_norm: 6.0470 2021-02-06 14:17:04,213 - mmaction - INFO - Epoch [65][2320/3757] lr: 1.000e-03, eta: 1 day, 11:33:22, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1546, loss: 1.1546, grad_norm: 6.2388 2021-02-06 14:17:13,123 - mmaction - INFO - Epoch [65][2340/3757] lr: 1.000e-03, eta: 1 day, 11:32:54, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8734, loss_cls: 1.1453, loss: 1.1453, grad_norm: 5.8844 2021-02-06 14:17:22,005 - mmaction - INFO - Epoch [65][2360/3757] lr: 1.000e-03, eta: 1 day, 11:32:26, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8641, loss_cls: 1.2023, loss: 1.2023, grad_norm: 6.1354 2021-02-06 14:17:30,993 - mmaction - INFO - Epoch [65][2380/3757] lr: 1.000e-03, eta: 1 day, 11:31:58, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8836, loss_cls: 1.1769, loss: 1.1769, grad_norm: 6.2352 2021-02-06 14:17:39,920 - mmaction - INFO - Epoch [65][2400/3757] lr: 1.000e-03, eta: 1 day, 11:31:30, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8828, loss_cls: 1.1545, loss: 1.1545, grad_norm: 6.1379 2021-02-06 14:17:48,855 - mmaction - INFO - Epoch [65][2420/3757] lr: 1.000e-03, eta: 1 day, 11:31:03, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8945, loss_cls: 1.2104, loss: 1.2104, grad_norm: 6.2921 2021-02-06 14:17:57,780 - mmaction - INFO - Epoch [65][2440/3757] lr: 1.000e-03, eta: 1 day, 11:30:35, time: 0.448, data_time: 0.002, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.2073, loss: 1.2073, grad_norm: 6.3294 2021-02-06 14:18:06,657 - mmaction - INFO - Epoch [65][2460/3757] lr: 1.000e-03, eta: 1 day, 11:30:07, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8875, loss_cls: 1.1660, loss: 1.1660, grad_norm: 5.9711 2021-02-06 14:18:15,557 - mmaction - INFO - Epoch [65][2480/3757] lr: 1.000e-03, eta: 1 day, 11:29:39, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8711, loss_cls: 1.2787, loss: 1.2787, grad_norm: 6.5585 2021-02-06 14:18:24,477 - mmaction - INFO - Epoch [65][2500/3757] lr: 1.000e-03, eta: 1 day, 11:29:11, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.1637, loss: 1.1637, grad_norm: 6.2655 2021-02-06 14:18:33,353 - mmaction - INFO - Epoch [65][2520/3757] lr: 1.000e-03, eta: 1 day, 11:28:43, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8953, loss_cls: 1.1467, loss: 1.1467, grad_norm: 6.0170 2021-02-06 14:18:42,219 - mmaction - INFO - Epoch [65][2540/3757] lr: 1.000e-03, eta: 1 day, 11:28:16, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8797, loss_cls: 1.1706, loss: 1.1706, grad_norm: 6.0845 2021-02-06 14:18:51,115 - mmaction - INFO - Epoch [65][2560/3757] lr: 1.000e-03, eta: 1 day, 11:27:48, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8812, loss_cls: 1.1784, loss: 1.1784, grad_norm: 6.3906 2021-02-06 14:19:00,006 - mmaction - INFO - Epoch [65][2580/3757] lr: 1.000e-03, eta: 1 day, 11:27:20, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8703, loss_cls: 1.2528, loss: 1.2528, grad_norm: 6.2742 2021-02-06 14:19:08,959 - mmaction - INFO - Epoch [65][2600/3757] lr: 1.000e-03, eta: 1 day, 11:26:52, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8680, loss_cls: 1.2244, loss: 1.2244, grad_norm: 6.4501 2021-02-06 14:19:17,876 - mmaction - INFO - Epoch [65][2620/3757] lr: 1.000e-03, eta: 1 day, 11:26:25, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8945, loss_cls: 1.1260, loss: 1.1260, grad_norm: 6.1263 2021-02-06 14:19:26,753 - mmaction - INFO - Epoch [65][2640/3757] lr: 1.000e-03, eta: 1 day, 11:25:57, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8945, loss_cls: 1.1156, loss: 1.1156, grad_norm: 5.9201 2021-02-06 14:19:35,668 - mmaction - INFO - Epoch [65][2660/3757] lr: 1.000e-03, eta: 1 day, 11:25:29, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.1386, loss: 1.1386, grad_norm: 6.1321 2021-02-06 14:19:44,554 - mmaction - INFO - Epoch [65][2680/3757] lr: 1.000e-03, eta: 1 day, 11:25:01, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8898, loss_cls: 1.1481, loss: 1.1481, grad_norm: 6.2789 2021-02-06 14:19:53,469 - mmaction - INFO - Epoch [65][2700/3757] lr: 1.000e-03, eta: 1 day, 11:24:33, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2349, loss: 1.2349, grad_norm: 6.3945 2021-02-06 14:20:02,292 - mmaction - INFO - Epoch [65][2720/3757] lr: 1.000e-03, eta: 1 day, 11:24:06, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1841, loss: 1.1841, grad_norm: 6.4046 2021-02-06 14:20:11,230 - mmaction - INFO - Epoch [65][2740/3757] lr: 1.000e-03, eta: 1 day, 11:23:38, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8828, loss_cls: 1.2089, loss: 1.2089, grad_norm: 6.2580 2021-02-06 14:20:20,107 - mmaction - INFO - Epoch [65][2760/3757] lr: 1.000e-03, eta: 1 day, 11:23:10, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.0996, loss: 1.0996, grad_norm: 6.0395 2021-02-06 14:20:29,010 - mmaction - INFO - Epoch [65][2780/3757] lr: 1.000e-03, eta: 1 day, 11:22:42, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8719, loss_cls: 1.2749, loss: 1.2749, grad_norm: 6.4360 2021-02-06 14:20:37,958 - mmaction - INFO - Epoch [65][2800/3757] lr: 1.000e-03, eta: 1 day, 11:22:15, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8852, loss_cls: 1.1947, loss: 1.1947, grad_norm: 6.4848 2021-02-06 14:20:58,347 - mmaction - INFO - Epoch [65][2820/3757] lr: 1.000e-03, eta: 1 day, 11:21:56, time: 1.020, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1632, loss: 1.1632, grad_norm: 6.4225 2021-02-06 14:21:07,174 - mmaction - INFO - Epoch [65][2840/3757] lr: 1.000e-03, eta: 1 day, 11:21:29, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8859, loss_cls: 1.1799, loss: 1.1799, grad_norm: 6.2453 2021-02-06 14:21:16,034 - mmaction - INFO - Epoch [65][2860/3757] lr: 1.000e-03, eta: 1 day, 11:21:01, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8812, loss_cls: 1.1448, loss: 1.1448, grad_norm: 5.8721 2021-02-06 14:21:26,057 - mmaction - INFO - Epoch [65][2880/3757] lr: 1.000e-03, eta: 1 day, 11:20:34, time: 0.502, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1582, loss: 1.1582, grad_norm: 6.0602 2021-02-06 14:21:45,116 - mmaction - INFO - Epoch [65][2900/3757] lr: 1.000e-03, eta: 1 day, 11:20:15, time: 0.953, data_time: 0.000, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8773, loss_cls: 1.2458, loss: 1.2458, grad_norm: 6.2611 2021-02-06 14:21:53,962 - mmaction - INFO - Epoch [65][2920/3757] lr: 1.000e-03, eta: 1 day, 11:19:47, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8742, loss_cls: 1.1696, loss: 1.1696, grad_norm: 6.0972 2021-02-06 14:22:26,960 - mmaction - INFO - Epoch [65][2940/3757] lr: 1.000e-03, eta: 1 day, 11:19:39, time: 1.650, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8898, loss_cls: 1.1007, loss: 1.1007, grad_norm: 6.1672 2021-02-06 14:22:35,755 - mmaction - INFO - Epoch [65][2960/3757] lr: 1.000e-03, eta: 1 day, 11:19:11, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.1314, loss: 1.1314, grad_norm: 5.9512 2021-02-06 14:23:09,889 - mmaction - INFO - Epoch [65][2980/3757] lr: 1.000e-03, eta: 1 day, 11:19:04, time: 1.707, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1570, loss: 1.1570, grad_norm: 6.1705 2021-02-06 14:23:18,834 - mmaction - INFO - Epoch [65][3000/3757] lr: 1.000e-03, eta: 1 day, 11:18:36, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8836, loss_cls: 1.2108, loss: 1.2108, grad_norm: 6.2203 2021-02-06 14:24:16,891 - mmaction - INFO - Epoch [65][3020/3757] lr: 1.000e-03, eta: 1 day, 11:18:49, time: 2.904, data_time: 0.002, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8797, loss_cls: 1.1381, loss: 1.1381, grad_norm: 5.9438 2021-02-06 14:24:50,494 - mmaction - INFO - Epoch [65][3040/3757] lr: 1.000e-03, eta: 1 day, 11:18:42, time: 1.681, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2753, loss: 1.2753, grad_norm: 6.5988 2021-02-06 14:24:59,312 - mmaction - INFO - Epoch [65][3060/3757] lr: 1.000e-03, eta: 1 day, 11:18:14, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8953, loss_cls: 1.1339, loss: 1.1339, grad_norm: 6.0413 2021-02-06 14:25:25,428 - mmaction - INFO - Epoch [65][3080/3757] lr: 1.000e-03, eta: 1 day, 11:18:00, time: 1.306, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8773, loss_cls: 1.2016, loss: 1.2016, grad_norm: 6.1014 2021-02-06 14:25:53,712 - mmaction - INFO - Epoch [65][3100/3757] lr: 1.000e-03, eta: 1 day, 11:17:49, time: 1.415, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8734, loss_cls: 1.2762, loss: 1.2762, grad_norm: 6.4682 2021-02-06 14:26:02,418 - mmaction - INFO - Epoch [65][3120/3757] lr: 1.000e-03, eta: 1 day, 11:17:21, time: 0.435, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8781, loss_cls: 1.1955, loss: 1.1955, grad_norm: 6.0969 2021-02-06 14:26:47,633 - mmaction - INFO - Epoch [65][3140/3757] lr: 1.000e-03, eta: 1 day, 11:17:23, time: 2.261, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8891, loss_cls: 1.1543, loss: 1.1543, grad_norm: 6.2627 2021-02-06 14:26:56,381 - mmaction - INFO - Epoch [65][3160/3757] lr: 1.000e-03, eta: 1 day, 11:16:55, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1657, loss: 1.1657, grad_norm: 6.1857 2021-02-06 14:27:05,214 - mmaction - INFO - Epoch [65][3180/3757] lr: 1.000e-03, eta: 1 day, 11:16:27, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.2141, loss: 1.2141, grad_norm: 6.3092 2021-02-06 14:27:36,332 - mmaction - INFO - Epoch [65][3200/3757] lr: 1.000e-03, eta: 1 day, 11:16:18, time: 1.555, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8914, loss_cls: 1.1413, loss: 1.1413, grad_norm: 6.1661 2021-02-06 14:27:47,158 - mmaction - INFO - Epoch [65][3220/3757] lr: 1.000e-03, eta: 1 day, 11:15:52, time: 0.541, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8758, loss_cls: 1.2335, loss: 1.2335, grad_norm: 6.3567 2021-02-06 14:28:02,305 - mmaction - INFO - Epoch [65][3240/3757] lr: 1.000e-03, eta: 1 day, 11:15:29, time: 0.758, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8812, loss_cls: 1.2083, loss: 1.2083, grad_norm: 6.1387 2021-02-06 14:28:11,102 - mmaction - INFO - Epoch [65][3260/3757] lr: 1.000e-03, eta: 1 day, 11:15:01, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8867, loss_cls: 1.1840, loss: 1.1840, grad_norm: 6.4016 2021-02-06 14:28:30,364 - mmaction - INFO - Epoch [65][3280/3757] lr: 1.000e-03, eta: 1 day, 11:14:42, time: 0.963, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8859, loss_cls: 1.2419, loss: 1.2419, grad_norm: 6.4219 2021-02-06 14:28:39,225 - mmaction - INFO - Epoch [65][3300/3757] lr: 1.000e-03, eta: 1 day, 11:14:14, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2296, loss: 1.2296, grad_norm: 6.0424 2021-02-06 14:29:13,055 - mmaction - INFO - Epoch [65][3320/3757] lr: 1.000e-03, eta: 1 day, 11:14:07, time: 1.691, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8828, loss_cls: 1.1293, loss: 1.1293, grad_norm: 6.0010 2021-02-06 14:29:22,631 - mmaction - INFO - Epoch [65][3340/3757] lr: 1.000e-03, eta: 1 day, 11:13:40, time: 0.479, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8750, loss_cls: 1.2090, loss: 1.2090, grad_norm: 6.1122 2021-02-06 14:29:46,476 - mmaction - INFO - Epoch [65][3360/3757] lr: 1.000e-03, eta: 1 day, 11:13:25, time: 1.192, data_time: 0.000, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8867, loss_cls: 1.1563, loss: 1.1563, grad_norm: 6.1908 2021-02-06 14:29:55,332 - mmaction - INFO - Epoch [65][3380/3757] lr: 1.000e-03, eta: 1 day, 11:12:57, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1924, loss: 1.1924, grad_norm: 6.2709 2021-02-06 14:30:29,192 - mmaction - INFO - Epoch [65][3400/3757] lr: 1.000e-03, eta: 1 day, 11:12:50, time: 1.693, data_time: 0.000, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8781, loss_cls: 1.1875, loss: 1.1875, grad_norm: 6.2145 2021-02-06 14:30:38,015 - mmaction - INFO - Epoch [65][3420/3757] lr: 1.000e-03, eta: 1 day, 11:12:22, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1789, loss: 1.1789, grad_norm: 6.1269 2021-02-06 14:31:17,232 - mmaction - INFO - Epoch [65][3440/3757] lr: 1.000e-03, eta: 1 day, 11:12:19, time: 1.962, data_time: 0.002, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8844, loss_cls: 1.1016, loss: 1.1016, grad_norm: 5.8957 2021-02-06 14:31:53,961 - mmaction - INFO - Epoch [65][3460/3757] lr: 1.000e-03, eta: 1 day, 11:12:14, time: 1.836, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8930, loss_cls: 1.1264, loss: 1.1264, grad_norm: 6.1340 2021-02-06 14:32:02,802 - mmaction - INFO - Epoch [65][3480/3757] lr: 1.000e-03, eta: 1 day, 11:11:46, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8805, loss_cls: 1.1770, loss: 1.1770, grad_norm: 6.1413 2021-02-06 14:32:33,465 - mmaction - INFO - Epoch [65][3500/3757] lr: 1.000e-03, eta: 1 day, 11:11:36, time: 1.533, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8984, loss_cls: 1.1425, loss: 1.1425, grad_norm: 6.0594 2021-02-06 14:32:42,305 - mmaction - INFO - Epoch [65][3520/3757] lr: 1.000e-03, eta: 1 day, 11:11:09, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1339, loss: 1.1339, grad_norm: 6.2026 2021-02-06 14:33:20,993 - mmaction - INFO - Epoch [65][3540/3757] lr: 1.000e-03, eta: 1 day, 11:11:05, time: 1.934, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8797, loss_cls: 1.2071, loss: 1.2071, grad_norm: 6.2062 2021-02-06 14:33:31,398 - mmaction - INFO - Epoch [65][3560/3757] lr: 1.000e-03, eta: 1 day, 11:10:39, time: 0.520, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8820, loss_cls: 1.1963, loss: 1.1963, grad_norm: 6.4772 2021-02-06 14:33:40,215 - mmaction - INFO - Epoch [65][3580/3757] lr: 1.000e-03, eta: 1 day, 11:10:11, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8812, loss_cls: 1.1321, loss: 1.1321, grad_norm: 6.2380 2021-02-06 14:33:49,047 - mmaction - INFO - Epoch [65][3600/3757] lr: 1.000e-03, eta: 1 day, 11:09:43, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8906, loss_cls: 1.1639, loss: 1.1639, grad_norm: 6.2284 2021-02-06 14:33:57,926 - mmaction - INFO - Epoch [65][3620/3757] lr: 1.000e-03, eta: 1 day, 11:09:16, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8742, loss_cls: 1.1978, loss: 1.1978, grad_norm: 6.1305 2021-02-06 14:34:33,541 - mmaction - INFO - Epoch [65][3640/3757] lr: 1.000e-03, eta: 1 day, 11:09:10, time: 1.781, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8805, loss_cls: 1.0996, loss: 1.0996, grad_norm: 6.1214 2021-02-06 14:34:42,366 - mmaction - INFO - Epoch [65][3660/3757] lr: 1.000e-03, eta: 1 day, 11:08:42, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8797, loss_cls: 1.1766, loss: 1.1766, grad_norm: 6.3068 2021-02-06 14:35:07,449 - mmaction - INFO - Epoch [65][3680/3757] lr: 1.000e-03, eta: 1 day, 11:08:28, time: 1.253, data_time: 0.000, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8820, loss_cls: 1.1946, loss: 1.1946, grad_norm: 6.2360 2021-02-06 14:35:16,256 - mmaction - INFO - Epoch [65][3700/3757] lr: 1.000e-03, eta: 1 day, 11:08:00, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8680, loss_cls: 1.2496, loss: 1.2496, grad_norm: 6.2659 2021-02-06 14:35:25,023 - mmaction - INFO - Epoch [65][3720/3757] lr: 1.000e-03, eta: 1 day, 11:07:32, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8727, loss_cls: 1.1920, loss: 1.1920, grad_norm: 6.3829 2021-02-06 14:36:08,046 - mmaction - INFO - Epoch [65][3740/3757] lr: 1.000e-03, eta: 1 day, 11:07:32, time: 2.151, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.1306, loss: 1.1306, grad_norm: 6.1485 2021-02-06 14:36:16,066 - mmaction - INFO - Saving checkpoint at 65 epochs 2021-02-06 14:36:45,444 - mmaction - INFO - Epoch [66][20/3757] lr: 1.000e-03, eta: 1 day, 11:06:51, time: 1.408, data_time: 0.968, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8703, loss_cls: 1.2177, loss: 1.2177, grad_norm: 6.2420 2021-02-06 14:36:54,272 - mmaction - INFO - Epoch [66][40/3757] lr: 1.000e-03, eta: 1 day, 11:06:23, time: 0.442, data_time: 0.004, memory: 7141, top1_acc: 0.7117, top5_acc: 0.9008, loss_cls: 1.1149, loss: 1.1149, grad_norm: 6.3957 2021-02-06 14:37:03,047 - mmaction - INFO - Epoch [66][60/3757] lr: 1.000e-03, eta: 1 day, 11:05:55, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8930, loss_cls: 1.1523, loss: 1.1523, grad_norm: 6.2385 2021-02-06 14:37:11,854 - mmaction - INFO - Epoch [66][80/3757] lr: 1.000e-03, eta: 1 day, 11:05:28, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.9008, loss_cls: 1.0861, loss: 1.0861, grad_norm: 5.9731 2021-02-06 14:37:20,692 - mmaction - INFO - Epoch [66][100/3757] lr: 1.000e-03, eta: 1 day, 11:05:00, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6820, top5_acc: 0.8750, loss_cls: 1.2580, loss: 1.2580, grad_norm: 6.4702 2021-02-06 14:37:29,553 - mmaction - INFO - Epoch [66][120/3757] lr: 1.000e-03, eta: 1 day, 11:04:32, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8891, loss_cls: 1.1311, loss: 1.1311, grad_norm: 6.1720 2021-02-06 14:37:38,447 - mmaction - INFO - Epoch [66][140/3757] lr: 1.000e-03, eta: 1 day, 11:04:05, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.9023, loss_cls: 1.1098, loss: 1.1098, grad_norm: 6.0421 2021-02-06 14:37:47,332 - mmaction - INFO - Epoch [66][160/3757] lr: 1.000e-03, eta: 1 day, 11:03:37, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8805, loss_cls: 1.2319, loss: 1.2319, grad_norm: 6.2601 2021-02-06 14:37:56,155 - mmaction - INFO - Epoch [66][180/3757] lr: 1.000e-03, eta: 1 day, 11:03:09, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8742, loss_cls: 1.2443, loss: 1.2443, grad_norm: 6.3280 2021-02-06 14:38:05,024 - mmaction - INFO - Epoch [66][200/3757] lr: 1.000e-03, eta: 1 day, 11:02:42, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.9039, loss_cls: 1.1025, loss: 1.1025, grad_norm: 6.2063 2021-02-06 14:38:13,904 - mmaction - INFO - Epoch [66][220/3757] lr: 1.000e-03, eta: 1 day, 11:02:14, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8742, loss_cls: 1.2108, loss: 1.2108, grad_norm: 6.3543 2021-02-06 14:38:22,747 - mmaction - INFO - Epoch [66][240/3757] lr: 1.000e-03, eta: 1 day, 11:01:47, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8898, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.1045 2021-02-06 14:38:31,648 - mmaction - INFO - Epoch [66][260/3757] lr: 1.000e-03, eta: 1 day, 11:01:19, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.9016, loss_cls: 1.0822, loss: 1.0822, grad_norm: 6.1156 2021-02-06 14:38:40,564 - mmaction - INFO - Epoch [66][280/3757] lr: 1.000e-03, eta: 1 day, 11:00:51, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1740, loss: 1.1740, grad_norm: 6.1740 2021-02-06 14:38:49,439 - mmaction - INFO - Epoch [66][300/3757] lr: 1.000e-03, eta: 1 day, 11:00:24, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8719, loss_cls: 1.2394, loss: 1.2394, grad_norm: 6.4030 2021-02-06 14:38:58,293 - mmaction - INFO - Epoch [66][320/3757] lr: 1.000e-03, eta: 1 day, 10:59:56, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8914, loss_cls: 1.1294, loss: 1.1294, grad_norm: 6.2128 2021-02-06 14:39:07,274 - mmaction - INFO - Epoch [66][340/3757] lr: 1.000e-03, eta: 1 day, 10:59:29, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1465, loss: 1.1465, grad_norm: 6.2263 2021-02-06 14:39:16,114 - mmaction - INFO - Epoch [66][360/3757] lr: 1.000e-03, eta: 1 day, 10:59:01, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8734, loss_cls: 1.2005, loss: 1.2005, grad_norm: 6.3827 2021-02-06 14:39:25,071 - mmaction - INFO - Epoch [66][380/3757] lr: 1.000e-03, eta: 1 day, 10:58:34, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8836, loss_cls: 1.1388, loss: 1.1388, grad_norm: 6.1747 2021-02-06 14:39:33,964 - mmaction - INFO - Epoch [66][400/3757] lr: 1.000e-03, eta: 1 day, 10:58:06, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8867, loss_cls: 1.2220, loss: 1.2220, grad_norm: 6.3380 2021-02-06 14:39:42,800 - mmaction - INFO - Epoch [66][420/3757] lr: 1.000e-03, eta: 1 day, 10:57:39, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8836, loss_cls: 1.1700, loss: 1.1700, grad_norm: 6.1506 2021-02-06 14:39:51,705 - mmaction - INFO - Epoch [66][440/3757] lr: 1.000e-03, eta: 1 day, 10:57:11, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.1755, loss: 1.1755, grad_norm: 6.4309 2021-02-06 14:40:00,568 - mmaction - INFO - Epoch [66][460/3757] lr: 1.000e-03, eta: 1 day, 10:56:43, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1222, loss: 1.1222, grad_norm: 6.1367 2021-02-06 14:40:09,494 - mmaction - INFO - Epoch [66][480/3757] lr: 1.000e-03, eta: 1 day, 10:56:16, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1372, loss: 1.1372, grad_norm: 6.1060 2021-02-06 14:40:18,346 - mmaction - INFO - Epoch [66][500/3757] lr: 1.000e-03, eta: 1 day, 10:55:48, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8734, loss_cls: 1.1591, loss: 1.1591, grad_norm: 6.0860 2021-02-06 14:40:27,306 - mmaction - INFO - Epoch [66][520/3757] lr: 1.000e-03, eta: 1 day, 10:55:21, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8828, loss_cls: 1.1758, loss: 1.1758, grad_norm: 6.3423 2021-02-06 14:40:36,203 - mmaction - INFO - Epoch [66][540/3757] lr: 1.000e-03, eta: 1 day, 10:54:53, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8867, loss_cls: 1.1909, loss: 1.1909, grad_norm: 6.3283 2021-02-06 14:40:45,181 - mmaction - INFO - Epoch [66][560/3757] lr: 1.000e-03, eta: 1 day, 10:54:26, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1491, loss: 1.1491, grad_norm: 6.2249 2021-02-06 14:40:54,060 - mmaction - INFO - Epoch [66][580/3757] lr: 1.000e-03, eta: 1 day, 10:53:58, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.1988, loss: 1.1988, grad_norm: 6.3056 2021-02-06 14:41:02,940 - mmaction - INFO - Epoch [66][600/3757] lr: 1.000e-03, eta: 1 day, 10:53:31, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8773, loss_cls: 1.1699, loss: 1.1699, grad_norm: 5.8999 2021-02-06 14:41:11,892 - mmaction - INFO - Epoch [66][620/3757] lr: 1.000e-03, eta: 1 day, 10:53:03, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8922, loss_cls: 1.1712, loss: 1.1712, grad_norm: 6.3061 2021-02-06 14:41:20,738 - mmaction - INFO - Epoch [66][640/3757] lr: 1.000e-03, eta: 1 day, 10:52:36, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8805, loss_cls: 1.1823, loss: 1.1823, grad_norm: 6.3085 2021-02-06 14:41:29,643 - mmaction - INFO - Epoch [66][660/3757] lr: 1.000e-03, eta: 1 day, 10:52:08, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8930, loss_cls: 1.0794, loss: 1.0794, grad_norm: 6.0555 2021-02-06 14:41:50,848 - mmaction - INFO - Epoch [66][680/3757] lr: 1.000e-03, eta: 1 day, 10:51:51, time: 1.061, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.1730, loss: 1.1730, grad_norm: 6.3574 2021-02-06 14:41:59,739 - mmaction - INFO - Epoch [66][700/3757] lr: 1.000e-03, eta: 1 day, 10:51:23, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2754, loss: 1.2754, grad_norm: 6.4756 2021-02-06 14:42:08,727 - mmaction - INFO - Epoch [66][720/3757] lr: 1.000e-03, eta: 1 day, 10:50:56, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.1280, loss: 1.1280, grad_norm: 7.1003 2021-02-06 14:42:55,059 - mmaction - INFO - Epoch [66][740/3757] lr: 1.000e-03, eta: 1 day, 10:50:59, time: 2.318, data_time: 0.002, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8875, loss_cls: 1.1522, loss: 1.1522, grad_norm: 6.1058 2021-02-06 14:43:03,890 - mmaction - INFO - Epoch [66][760/3757] lr: 1.000e-03, eta: 1 day, 10:50:31, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8680, loss_cls: 1.2215, loss: 1.2215, grad_norm: 6.3863 2021-02-06 14:43:16,237 - mmaction - INFO - Epoch [66][780/3757] lr: 1.000e-03, eta: 1 day, 10:50:06, time: 0.618, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8883, loss_cls: 1.1787, loss: 1.1787, grad_norm: 6.6081 2021-02-06 14:43:25,053 - mmaction - INFO - Epoch [66][800/3757] lr: 1.000e-03, eta: 1 day, 10:49:39, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8875, loss_cls: 1.1118, loss: 1.1118, grad_norm: 6.1625 2021-02-06 14:43:33,970 - mmaction - INFO - Epoch [66][820/3757] lr: 1.000e-03, eta: 1 day, 10:49:11, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1502, loss: 1.1502, grad_norm: 6.1870 2021-02-06 14:43:42,883 - mmaction - INFO - Epoch [66][840/3757] lr: 1.000e-03, eta: 1 day, 10:48:44, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8914, loss_cls: 1.1602, loss: 1.1602, grad_norm: 6.2828 2021-02-06 14:43:51,804 - mmaction - INFO - Epoch [66][860/3757] lr: 1.000e-03, eta: 1 day, 10:48:16, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1859, loss: 1.1859, grad_norm: 6.3293 2021-02-06 14:44:00,652 - mmaction - INFO - Epoch [66][880/3757] lr: 1.000e-03, eta: 1 day, 10:47:49, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8852, loss_cls: 1.1796, loss: 1.1796, grad_norm: 6.2890 2021-02-06 14:44:28,302 - mmaction - INFO - Epoch [66][900/3757] lr: 1.000e-03, eta: 1 day, 10:47:37, time: 1.382, data_time: 0.000, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.2385, loss: 1.2385, grad_norm: 6.3606 2021-02-06 14:44:37,105 - mmaction - INFO - Epoch [66][920/3757] lr: 1.000e-03, eta: 1 day, 10:47:09, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8992, loss_cls: 1.0788, loss: 1.0788, grad_norm: 5.9239 2021-02-06 14:45:08,832 - mmaction - INFO - Epoch [66][940/3757] lr: 1.000e-03, eta: 1 day, 10:47:00, time: 1.587, data_time: 1.133, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2377, loss: 1.2377, grad_norm: 6.3737 2021-02-06 14:45:34,429 - mmaction - INFO - Epoch [66][960/3757] lr: 1.000e-03, eta: 1 day, 10:46:46, time: 1.279, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8906, loss_cls: 1.1419, loss: 1.1419, grad_norm: 6.0845 2021-02-06 14:45:43,219 - mmaction - INFO - Epoch [66][980/3757] lr: 1.000e-03, eta: 1 day, 10:46:18, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8609, loss_cls: 1.1988, loss: 1.1988, grad_norm: 6.2186 2021-02-06 14:46:32,450 - mmaction - INFO - Epoch [66][1000/3757] lr: 1.000e-03, eta: 1 day, 10:46:23, time: 2.462, data_time: 2.021, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8930, loss_cls: 1.0454, loss: 1.0454, grad_norm: 5.7776 2021-02-06 14:47:06,389 - mmaction - INFO - Epoch [66][1020/3757] lr: 1.000e-03, eta: 1 day, 10:46:16, time: 1.696, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.2173, loss: 1.2173, grad_norm: 6.3484 2021-02-06 14:47:32,844 - mmaction - INFO - Epoch [66][1040/3757] lr: 1.000e-03, eta: 1 day, 10:46:03, time: 1.323, data_time: 0.877, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8766, loss_cls: 1.2207, loss: 1.2207, grad_norm: 6.2818 2021-02-06 14:48:01,606 - mmaction - INFO - Epoch [66][1060/3757] lr: 1.000e-03, eta: 1 day, 10:45:51, time: 1.439, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8750, loss_cls: 1.2140, loss: 1.2140, grad_norm: 6.3388 2021-02-06 14:48:27,633 - mmaction - INFO - Epoch [66][1080/3757] lr: 1.000e-03, eta: 1 day, 10:45:37, time: 1.300, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8867, loss_cls: 1.1434, loss: 1.1434, grad_norm: 6.1529 2021-02-06 14:49:00,161 - mmaction - INFO - Epoch [66][1100/3757] lr: 1.000e-03, eta: 1 day, 10:45:29, time: 1.627, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8805, loss_cls: 1.1392, loss: 1.1392, grad_norm: 6.0373 2021-02-06 14:49:36,229 - mmaction - INFO - Epoch [66][1120/3757] lr: 1.000e-03, eta: 1 day, 10:45:23, time: 1.804, data_time: 0.001, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8781, loss_cls: 1.2537, loss: 1.2537, grad_norm: 6.4617 2021-02-06 14:50:07,264 - mmaction - INFO - Epoch [66][1140/3757] lr: 1.000e-03, eta: 1 day, 10:45:14, time: 1.552, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8844, loss_cls: 1.2248, loss: 1.2248, grad_norm: 6.4215 2021-02-06 14:50:41,835 - mmaction - INFO - Epoch [66][1160/3757] lr: 1.000e-03, eta: 1 day, 10:45:07, time: 1.727, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8852, loss_cls: 1.1406, loss: 1.1406, grad_norm: 6.0721 2021-02-06 14:51:39,921 - mmaction - INFO - Epoch [66][1180/3757] lr: 1.000e-03, eta: 1 day, 10:45:19, time: 2.905, data_time: 0.002, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8742, loss_cls: 1.2207, loss: 1.2207, grad_norm: 6.3108 2021-02-06 14:52:16,785 - mmaction - INFO - Epoch [66][1200/3757] lr: 1.000e-03, eta: 1 day, 10:45:14, time: 1.843, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8867, loss_cls: 1.1881, loss: 1.1881, grad_norm: 6.2828 2021-02-06 14:52:53,764 - mmaction - INFO - Epoch [66][1220/3757] lr: 1.000e-03, eta: 1 day, 10:45:09, time: 1.849, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.1992, loss: 1.1992, grad_norm: 6.3237 2021-02-06 14:53:47,856 - mmaction - INFO - Epoch [66][1240/3757] lr: 1.000e-03, eta: 1 day, 10:45:17, time: 2.705, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8828, loss_cls: 1.1648, loss: 1.1648, grad_norm: 6.2479 2021-02-06 14:54:24,814 - mmaction - INFO - Epoch [66][1260/3757] lr: 1.000e-03, eta: 1 day, 10:45:12, time: 1.848, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1665, loss: 1.1665, grad_norm: 6.3534 2021-02-06 14:55:02,045 - mmaction - INFO - Epoch [66][1280/3757] lr: 1.000e-03, eta: 1 day, 10:45:07, time: 1.861, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8836, loss_cls: 1.1602, loss: 1.1602, grad_norm: 6.2526 2021-02-06 14:55:37,187 - mmaction - INFO - Epoch [66][1300/3757] lr: 1.000e-03, eta: 1 day, 10:45:01, time: 1.757, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8867, loss_cls: 1.1630, loss: 1.1630, grad_norm: 6.3384 2021-02-06 14:56:05,877 - mmaction - INFO - Epoch [66][1320/3757] lr: 1.000e-03, eta: 1 day, 10:44:49, time: 1.435, data_time: 0.222, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.1671, loss: 1.1671, grad_norm: 6.4397 2021-02-06 14:56:37,170 - mmaction - INFO - Epoch [66][1340/3757] lr: 1.000e-03, eta: 1 day, 10:44:40, time: 1.563, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8977, loss_cls: 1.1290, loss: 1.1290, grad_norm: 6.2065 2021-02-06 14:57:26,038 - mmaction - INFO - Epoch [66][1360/3757] lr: 1.000e-03, eta: 1 day, 10:44:44, time: 2.445, data_time: 0.002, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8828, loss_cls: 1.1756, loss: 1.1756, grad_norm: 6.2849 2021-02-06 14:57:48,597 - mmaction - INFO - Epoch [66][1380/3757] lr: 1.000e-03, eta: 1 day, 10:44:28, time: 1.127, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8703, loss_cls: 1.1986, loss: 1.1986, grad_norm: 6.2858 2021-02-06 14:59:23,885 - mmaction - INFO - Epoch [66][1400/3757] lr: 1.000e-03, eta: 1 day, 10:45:09, time: 4.765, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.1506, loss: 1.1506, grad_norm: 6.1018 2021-02-06 14:59:58,222 - mmaction - INFO - Epoch [66][1420/3757] lr: 1.000e-03, eta: 1 day, 10:45:02, time: 1.717, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8930, loss_cls: 1.1379, loss: 1.1379, grad_norm: 6.0783 2021-02-06 15:01:33,124 - mmaction - INFO - Epoch [66][1440/3757] lr: 1.000e-03, eta: 1 day, 10:45:43, time: 4.745, data_time: 2.632, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8859, loss_cls: 1.1298, loss: 1.1298, grad_norm: 6.0337 2021-02-06 15:01:41,947 - mmaction - INFO - Epoch [66][1460/3757] lr: 1.000e-03, eta: 1 day, 10:45:16, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8867, loss_cls: 1.1266, loss: 1.1266, grad_norm: 5.9535 2021-02-06 15:02:37,039 - mmaction - INFO - Epoch [66][1480/3757] lr: 1.000e-03, eta: 1 day, 10:45:25, time: 2.754, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1107, loss: 1.1107, grad_norm: 6.3497 2021-02-06 15:02:58,425 - mmaction - INFO - Epoch [66][1500/3757] lr: 1.000e-03, eta: 1 day, 10:45:07, time: 1.069, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8891, loss_cls: 1.1711, loss: 1.1711, grad_norm: 6.3926 2021-02-06 15:03:15,328 - mmaction - INFO - Epoch [66][1520/3757] lr: 1.000e-03, eta: 1 day, 10:44:46, time: 0.845, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.1974, loss: 1.1974, grad_norm: 6.3344 2021-02-06 15:03:57,402 - mmaction - INFO - Epoch [66][1540/3757] lr: 1.000e-03, eta: 1 day, 10:44:45, time: 2.104, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.1870, loss: 1.1870, grad_norm: 6.1122 2021-02-06 15:04:18,806 - mmaction - INFO - Epoch [66][1560/3757] lr: 1.000e-03, eta: 1 day, 10:44:28, time: 1.070, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8953, loss_cls: 1.0758, loss: 1.0758, grad_norm: 5.9918 2021-02-06 15:04:49,354 - mmaction - INFO - Epoch [66][1580/3757] lr: 1.000e-03, eta: 1 day, 10:44:17, time: 1.527, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8883, loss_cls: 1.2019, loss: 1.2019, grad_norm: 6.4627 2021-02-06 15:05:08,409 - mmaction - INFO - Epoch [66][1600/3757] lr: 1.000e-03, eta: 1 day, 10:43:58, time: 0.954, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8664, loss_cls: 1.2447, loss: 1.2447, grad_norm: 6.1532 2021-02-06 15:05:30,860 - mmaction - INFO - Epoch [66][1620/3757] lr: 1.000e-03, eta: 1 day, 10:43:41, time: 1.122, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8672, loss_cls: 1.2206, loss: 1.2206, grad_norm: 6.2338 2021-02-06 15:05:47,030 - mmaction - INFO - Epoch [66][1640/3757] lr: 1.000e-03, eta: 1 day, 10:43:20, time: 0.809, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8805, loss_cls: 1.1912, loss: 1.1912, grad_norm: 6.3347 2021-02-06 15:06:18,541 - mmaction - INFO - Epoch [66][1660/3757] lr: 1.000e-03, eta: 1 day, 10:43:10, time: 1.576, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.0877, loss: 1.0877, grad_norm: 6.0077 2021-02-06 15:06:45,709 - mmaction - INFO - Epoch [66][1680/3757] lr: 1.000e-03, eta: 1 day, 10:42:57, time: 1.358, data_time: 0.000, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8875, loss_cls: 1.2222, loss: 1.2222, grad_norm: 6.2522 2021-02-06 15:07:05,558 - mmaction - INFO - Epoch [66][1700/3757] lr: 1.000e-03, eta: 1 day, 10:42:38, time: 0.991, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8805, loss_cls: 1.1783, loss: 1.1783, grad_norm: 6.3473 2021-02-06 15:08:43,543 - mmaction - INFO - Epoch [66][1720/3757] lr: 1.000e-03, eta: 1 day, 10:43:22, time: 4.901, data_time: 0.002, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8930, loss_cls: 1.1176, loss: 1.1176, grad_norm: 6.0802 2021-02-06 15:09:38,406 - mmaction - INFO - Epoch [66][1740/3757] lr: 1.000e-03, eta: 1 day, 10:43:31, time: 2.743, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8883, loss_cls: 1.1160, loss: 1.1160, grad_norm: 5.8731 2021-02-06 15:10:17,573 - mmaction - INFO - Epoch [66][1760/3757] lr: 1.000e-03, eta: 1 day, 10:43:27, time: 1.958, data_time: 1.495, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8906, loss_cls: 1.1852, loss: 1.1852, grad_norm: 6.4890 2021-02-06 15:11:32,110 - mmaction - INFO - Epoch [66][1780/3757] lr: 1.000e-03, eta: 1 day, 10:43:52, time: 3.727, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2199, loss: 1.2199, grad_norm: 6.4195 2021-02-06 15:12:13,155 - mmaction - INFO - Epoch [66][1800/3757] lr: 1.000e-03, eta: 1 day, 10:43:50, time: 2.053, data_time: 1.595, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1440, loss: 1.1440, grad_norm: 6.2274 2021-02-06 15:12:21,973 - mmaction - INFO - Epoch [66][1820/3757] lr: 1.000e-03, eta: 1 day, 10:43:22, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8844, loss_cls: 1.1673, loss: 1.1673, grad_norm: 6.3054 2021-02-06 15:12:30,799 - mmaction - INFO - Epoch [66][1840/3757] lr: 1.000e-03, eta: 1 day, 10:42:55, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.2532, loss: 1.2532, grad_norm: 6.3030 2021-02-06 15:12:39,586 - mmaction - INFO - Epoch [66][1860/3757] lr: 1.000e-03, eta: 1 day, 10:42:27, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8977, loss_cls: 1.1152, loss: 1.1152, grad_norm: 6.2607 2021-02-06 15:12:48,424 - mmaction - INFO - Epoch [66][1880/3757] lr: 1.000e-03, eta: 1 day, 10:42:00, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.1794, loss: 1.1794, grad_norm: 6.3649 2021-02-06 15:12:57,278 - mmaction - INFO - Epoch [66][1900/3757] lr: 1.000e-03, eta: 1 day, 10:41:32, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.1794, loss: 1.1794, grad_norm: 6.1787 2021-02-06 15:14:40,208 - mmaction - INFO - Epoch [66][1920/3757] lr: 1.000e-03, eta: 1 day, 10:42:19, time: 5.147, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8773, loss_cls: 1.2001, loss: 1.2001, grad_norm: 6.2574 2021-02-06 15:15:55,032 - mmaction - INFO - Epoch [66][1940/3757] lr: 1.000e-03, eta: 1 day, 10:42:44, time: 3.741, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1721, loss: 1.1721, grad_norm: 6.4031 2021-02-06 15:16:28,605 - mmaction - INFO - Epoch [66][1960/3757] lr: 1.000e-03, eta: 1 day, 10:42:36, time: 1.679, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8844, loss_cls: 1.1471, loss: 1.1471, grad_norm: 6.2315 2021-02-06 15:17:58,446 - mmaction - INFO - Epoch [66][1980/3757] lr: 1.000e-03, eta: 1 day, 10:43:12, time: 4.492, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8805, loss_cls: 1.1976, loss: 1.1976, grad_norm: 6.1751 2021-02-06 15:19:22,049 - mmaction - INFO - Epoch [66][2000/3757] lr: 1.000e-03, eta: 1 day, 10:43:44, time: 4.181, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8719, loss_cls: 1.1994, loss: 1.1994, grad_norm: 6.0280 2021-02-06 15:19:30,890 - mmaction - INFO - Epoch [66][2020/3757] lr: 1.000e-03, eta: 1 day, 10:43:16, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.1861, loss: 1.1861, grad_norm: 6.2321 2021-02-06 15:20:31,779 - mmaction - INFO - Epoch [66][2040/3757] lr: 1.000e-03, eta: 1 day, 10:43:30, time: 3.044, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1787, loss: 1.1787, grad_norm: 6.2843 2021-02-06 15:21:38,157 - mmaction - INFO - Epoch [66][2060/3757] lr: 1.000e-03, eta: 1 day, 10:43:48, time: 3.319, data_time: 0.002, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1754, loss: 1.1754, grad_norm: 6.2538 2021-02-06 15:22:33,858 - mmaction - INFO - Epoch [66][2080/3757] lr: 1.000e-03, eta: 1 day, 10:43:57, time: 2.786, data_time: 0.002, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8758, loss_cls: 1.2036, loss: 1.2036, grad_norm: 6.3555 2021-02-06 15:23:32,635 - mmaction - INFO - Epoch [66][2100/3757] lr: 1.000e-03, eta: 1 day, 10:44:09, time: 2.939, data_time: 0.003, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1094, loss: 1.1094, grad_norm: 6.2468 2021-02-06 15:25:00,521 - mmaction - INFO - Epoch [66][2120/3757] lr: 1.000e-03, eta: 1 day, 10:44:44, time: 4.395, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8648, loss_cls: 1.2154, loss: 1.2154, grad_norm: 6.3392 2021-02-06 15:26:24,105 - mmaction - INFO - Epoch [66][2140/3757] lr: 1.000e-03, eta: 1 day, 10:45:16, time: 4.179, data_time: 2.688, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8758, loss_cls: 1.1924, loss: 1.1924, grad_norm: 6.2664 2021-02-06 15:26:57,261 - mmaction - INFO - Epoch [66][2160/3757] lr: 1.000e-03, eta: 1 day, 10:45:07, time: 1.657, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8883, loss_cls: 1.1390, loss: 1.1390, grad_norm: 6.2182 2021-02-06 15:28:07,915 - mmaction - INFO - Epoch [66][2180/3757] lr: 1.000e-03, eta: 1 day, 10:45:28, time: 3.533, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.1241, loss: 1.1241, grad_norm: 6.0984 2021-02-06 15:28:46,824 - mmaction - INFO - Epoch [66][2200/3757] lr: 1.000e-03, eta: 1 day, 10:45:24, time: 1.946, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8711, loss_cls: 1.2058, loss: 1.2058, grad_norm: 6.3323 2021-02-06 15:28:55,617 - mmaction - INFO - Epoch [66][2220/3757] lr: 1.000e-03, eta: 1 day, 10:44:57, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8945, loss_cls: 1.0967, loss: 1.0967, grad_norm: 6.0925 2021-02-06 15:29:21,295 - mmaction - INFO - Epoch [66][2240/3757] lr: 1.000e-03, eta: 1 day, 10:44:42, time: 1.283, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8734, loss_cls: 1.2031, loss: 1.2031, grad_norm: 6.2101 2021-02-06 15:30:48,232 - mmaction - INFO - Epoch [66][2260/3757] lr: 1.000e-03, eta: 1 day, 10:45:16, time: 4.348, data_time: 0.002, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.1622, loss: 1.1622, grad_norm: 6.3168 2021-02-06 15:32:32,243 - mmaction - INFO - Epoch [66][2280/3757] lr: 1.000e-03, eta: 1 day, 10:46:04, time: 5.200, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8742, loss_cls: 1.1691, loss: 1.1691, grad_norm: 5.9501 2021-02-06 15:33:29,299 - mmaction - INFO - Epoch [66][2300/3757] lr: 1.000e-03, eta: 1 day, 10:46:14, time: 2.853, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2053, loss: 1.2053, grad_norm: 6.2711 2021-02-06 15:34:30,411 - mmaction - INFO - Epoch [66][2320/3757] lr: 1.000e-03, eta: 1 day, 10:46:27, time: 3.055, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8914, loss_cls: 1.1305, loss: 1.1305, grad_norm: 6.2996 2021-02-06 15:35:58,414 - mmaction - INFO - Epoch [66][2340/3757] lr: 1.000e-03, eta: 1 day, 10:47:02, time: 4.401, data_time: 0.002, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2517, loss: 1.2517, grad_norm: 6.5148 2021-02-06 15:37:46,836 - mmaction - INFO - Epoch [66][2360/3757] lr: 1.000e-03, eta: 1 day, 10:47:53, time: 5.422, data_time: 0.002, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8891, loss_cls: 1.2068, loss: 1.2068, grad_norm: 6.4698 2021-02-06 15:38:45,097 - mmaction - INFO - Epoch [66][2380/3757] lr: 1.000e-03, eta: 1 day, 10:48:04, time: 2.913, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8875, loss_cls: 1.1713, loss: 1.1713, grad_norm: 6.2822 2021-02-06 15:39:34,738 - mmaction - INFO - Epoch [66][2400/3757] lr: 1.000e-03, eta: 1 day, 10:48:09, time: 2.482, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8852, loss_cls: 1.1293, loss: 1.1293, grad_norm: 6.1130 2021-02-06 15:40:43,942 - mmaction - INFO - Epoch [66][2420/3757] lr: 1.000e-03, eta: 1 day, 10:48:28, time: 3.460, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8797, loss_cls: 1.2229, loss: 1.2229, grad_norm: 6.2629 2021-02-06 15:42:13,648 - mmaction - INFO - Epoch [66][2440/3757] lr: 1.000e-03, eta: 1 day, 10:49:04, time: 4.486, data_time: 0.002, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1561, loss: 1.1561, grad_norm: 5.9987 2021-02-06 15:42:22,605 - mmaction - INFO - Epoch [66][2460/3757] lr: 1.000e-03, eta: 1 day, 10:48:37, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8945, loss_cls: 1.1192, loss: 1.1192, grad_norm: 6.1925 2021-02-06 15:43:59,391 - mmaction - INFO - Epoch [66][2480/3757] lr: 1.000e-03, eta: 1 day, 10:49:18, time: 4.841, data_time: 0.002, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8852, loss_cls: 1.1492, loss: 1.1492, grad_norm: 6.1362 2021-02-06 15:44:59,498 - mmaction - INFO - Epoch [66][2500/3757] lr: 1.000e-03, eta: 1 day, 10:49:31, time: 3.005, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8711, loss_cls: 1.1825, loss: 1.1825, grad_norm: 6.2978 2021-02-06 15:46:45,824 - mmaction - INFO - Epoch [66][2520/3757] lr: 1.000e-03, eta: 1 day, 10:50:19, time: 5.316, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.1760, loss: 1.1760, grad_norm: 6.5271 2021-02-06 15:47:56,928 - mmaction - INFO - Epoch [66][2540/3757] lr: 1.000e-03, eta: 1 day, 10:50:41, time: 3.555, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.2169, loss: 1.2169, grad_norm: 6.2229 2021-02-06 15:49:15,331 - mmaction - INFO - Epoch [66][2560/3757] lr: 1.000e-03, eta: 1 day, 10:51:07, time: 3.920, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.1665, loss: 1.1665, grad_norm: 6.2755 2021-02-06 15:49:51,558 - mmaction - INFO - Epoch [66][2580/3757] lr: 1.000e-03, eta: 1 day, 10:51:01, time: 1.811, data_time: 0.002, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8852, loss_cls: 1.1479, loss: 1.1479, grad_norm: 6.4136 2021-02-06 15:51:45,557 - mmaction - INFO - Epoch [66][2600/3757] lr: 1.000e-03, eta: 1 day, 10:51:56, time: 5.701, data_time: 0.002, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8797, loss_cls: 1.1770, loss: 1.1770, grad_norm: 6.1713 2021-02-06 15:53:18,349 - mmaction - INFO - Epoch [66][2620/3757] lr: 1.000e-03, eta: 1 day, 10:52:34, time: 4.640, data_time: 1.433, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8875, loss_cls: 1.1566, loss: 1.1566, grad_norm: 6.2613 2021-02-06 15:54:26,045 - mmaction - INFO - Epoch [66][2640/3757] lr: 1.000e-03, eta: 1 day, 10:52:52, time: 3.384, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8867, loss_cls: 1.1736, loss: 1.1736, grad_norm: 6.2353 2021-02-06 15:55:25,592 - mmaction - INFO - Epoch [66][2660/3757] lr: 1.000e-03, eta: 1 day, 10:53:04, time: 2.977, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8852, loss_cls: 1.1498, loss: 1.1498, grad_norm: 6.2456 2021-02-06 15:57:14,456 - mmaction - INFO - Epoch [66][2680/3757] lr: 1.000e-03, eta: 1 day, 10:53:55, time: 5.444, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1767, loss: 1.1767, grad_norm: 6.1945 2021-02-06 15:58:53,320 - mmaction - INFO - Epoch [66][2700/3757] lr: 1.000e-03, eta: 1 day, 10:54:38, time: 4.943, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8961, loss_cls: 1.1496, loss: 1.1496, grad_norm: 6.3015 2021-02-06 15:59:56,782 - mmaction - INFO - Epoch [66][2720/3757] lr: 1.000e-03, eta: 1 day, 10:54:53, time: 3.173, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8867, loss_cls: 1.1137, loss: 1.1137, grad_norm: 6.1680 2021-02-06 16:02:01,122 - mmaction - INFO - Epoch [66][2740/3757] lr: 1.000e-03, eta: 1 day, 10:55:55, time: 6.218, data_time: 0.002, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8789, loss_cls: 1.1977, loss: 1.1977, grad_norm: 6.2874 2021-02-06 16:03:17,042 - mmaction - INFO - Epoch [66][2760/3757] lr: 1.000e-03, eta: 1 day, 10:56:20, time: 3.796, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.2200, loss: 1.2200, grad_norm: 6.5471 2021-02-06 16:04:20,516 - mmaction - INFO - Epoch [66][2780/3757] lr: 1.000e-03, eta: 1 day, 10:56:35, time: 3.173, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.2066, loss: 1.2066, grad_norm: 6.4922 2021-02-06 16:05:12,343 - mmaction - INFO - Epoch [66][2800/3757] lr: 1.000e-03, eta: 1 day, 10:56:40, time: 2.591, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8852, loss_cls: 1.1774, loss: 1.1774, grad_norm: 6.2308 2021-02-06 16:06:26,472 - mmaction - INFO - Epoch [66][2820/3757] lr: 1.000e-03, eta: 1 day, 10:57:04, time: 3.707, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8656, loss_cls: 1.1927, loss: 1.1927, grad_norm: 6.1696 2021-02-06 16:07:52,186 - mmaction - INFO - Epoch [66][2840/3757] lr: 1.000e-03, eta: 1 day, 10:57:36, time: 4.286, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8875, loss_cls: 1.1849, loss: 1.1849, grad_norm: 6.3973 2021-02-06 16:09:51,377 - mmaction - INFO - Epoch [66][2860/3757] lr: 1.000e-03, eta: 1 day, 10:58:34, time: 5.959, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8797, loss_cls: 1.2217, loss: 1.2217, grad_norm: 6.4541 2021-02-06 16:11:20,747 - mmaction - INFO - Epoch [66][2880/3757] lr: 1.000e-03, eta: 1 day, 10:59:09, time: 4.469, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.9070, loss_cls: 1.0608, loss: 1.0608, grad_norm: 5.9924 2021-02-06 16:13:16,173 - mmaction - INFO - Epoch [66][2900/3757] lr: 1.000e-03, eta: 1 day, 11:00:05, time: 5.771, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8844, loss_cls: 1.1314, loss: 1.1314, grad_norm: 6.1348 2021-02-06 16:14:36,922 - mmaction - INFO - Epoch [66][2920/3757] lr: 1.000e-03, eta: 1 day, 11:00:33, time: 4.037, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8867, loss_cls: 1.1299, loss: 1.1299, grad_norm: 6.2411 2021-02-06 16:16:07,871 - mmaction - INFO - Epoch [66][2940/3757] lr: 1.000e-03, eta: 1 day, 11:01:09, time: 4.547, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8703, loss_cls: 1.1903, loss: 1.1903, grad_norm: 6.2239 2021-02-06 16:16:57,498 - mmaction - INFO - Epoch [66][2960/3757] lr: 1.000e-03, eta: 1 day, 11:01:13, time: 2.482, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8820, loss_cls: 1.1336, loss: 1.1336, grad_norm: 6.0916 2021-02-06 16:18:02,746 - mmaction - INFO - Epoch [66][2980/3757] lr: 1.000e-03, eta: 1 day, 11:01:29, time: 3.262, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8734, loss_cls: 1.2467, loss: 1.2467, grad_norm: 6.4259 2021-02-06 16:18:46,779 - mmaction - INFO - Epoch [66][3000/3757] lr: 1.000e-03, eta: 1 day, 11:01:28, time: 2.201, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8875, loss_cls: 1.1709, loss: 1.1709, grad_norm: 6.3081 2021-02-06 16:19:57,246 - mmaction - INFO - Epoch [66][3020/3757] lr: 1.000e-03, eta: 1 day, 11:01:48, time: 3.524, data_time: 0.002, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8898, loss_cls: 1.1540, loss: 1.1540, grad_norm: 6.2462 2021-02-06 16:20:55,506 - mmaction - INFO - Epoch [66][3040/3757] lr: 1.000e-03, eta: 1 day, 11:01:59, time: 2.913, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8938, loss_cls: 1.0840, loss: 1.0840, grad_norm: 6.0000 2021-02-06 16:21:52,003 - mmaction - INFO - Epoch [66][3060/3757] lr: 1.000e-03, eta: 1 day, 11:02:08, time: 2.825, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8828, loss_cls: 1.1277, loss: 1.1277, grad_norm: 6.0147 2021-02-06 16:22:45,107 - mmaction - INFO - Epoch [66][3080/3757] lr: 1.000e-03, eta: 1 day, 11:02:14, time: 2.655, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8852, loss_cls: 1.2362, loss: 1.2362, grad_norm: 6.4533 2021-02-06 16:23:40,788 - mmaction - INFO - Epoch [66][3100/3757] lr: 1.000e-03, eta: 1 day, 11:02:23, time: 2.784, data_time: 0.001, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8703, loss_cls: 1.2961, loss: 1.2961, grad_norm: 6.5079 2021-02-06 16:24:57,601 - mmaction - INFO - Epoch [66][3120/3757] lr: 1.000e-03, eta: 1 day, 11:02:48, time: 3.841, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8617, loss_cls: 1.2060, loss: 1.2060, grad_norm: 6.2165 2021-02-06 16:26:37,624 - mmaction - INFO - Epoch [66][3140/3757] lr: 1.000e-03, eta: 1 day, 11:03:31, time: 5.001, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8914, loss_cls: 1.1507, loss: 1.1507, grad_norm: 6.2744 2021-02-06 16:27:24,150 - mmaction - INFO - Epoch [66][3160/3757] lr: 1.000e-03, eta: 1 day, 11:03:32, time: 2.327, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8781, loss_cls: 1.1537, loss: 1.1537, grad_norm: 6.1939 2021-02-06 16:28:18,312 - mmaction - INFO - Epoch [66][3180/3757] lr: 1.000e-03, eta: 1 day, 11:03:39, time: 2.708, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8688, loss_cls: 1.1831, loss: 1.1831, grad_norm: 6.2334 2021-02-06 16:29:04,199 - mmaction - INFO - Epoch [66][3200/3757] lr: 1.000e-03, eta: 1 day, 11:03:40, time: 2.294, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2059, loss: 1.2059, grad_norm: 6.1903 2021-02-06 16:29:33,933 - mmaction - INFO - Epoch [66][3220/3757] lr: 1.000e-03, eta: 1 day, 11:03:28, time: 1.486, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8844, loss_cls: 1.1177, loss: 1.1177, grad_norm: 6.2278 2021-02-06 16:29:42,728 - mmaction - INFO - Epoch [66][3240/3757] lr: 1.000e-03, eta: 1 day, 11:03:00, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8781, loss_cls: 1.1868, loss: 1.1868, grad_norm: 6.2090 2021-02-06 16:29:51,508 - mmaction - INFO - Epoch [66][3260/3757] lr: 1.000e-03, eta: 1 day, 11:02:32, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8898, loss_cls: 1.1272, loss: 1.1272, grad_norm: 6.2186 2021-02-06 16:30:00,293 - mmaction - INFO - Epoch [66][3280/3757] lr: 1.000e-03, eta: 1 day, 11:02:04, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8914, loss_cls: 1.1475, loss: 1.1475, grad_norm: 6.3490 2021-02-06 16:30:09,064 - mmaction - INFO - Epoch [66][3300/3757] lr: 1.000e-03, eta: 1 day, 11:01:35, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8914, loss_cls: 1.1044, loss: 1.1044, grad_norm: 6.0174 2021-02-06 16:30:17,867 - mmaction - INFO - Epoch [66][3320/3757] lr: 1.000e-03, eta: 1 day, 11:01:07, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8781, loss_cls: 1.2237, loss: 1.2237, grad_norm: 6.5174 2021-02-06 16:30:40,291 - mmaction - INFO - Epoch [66][3340/3757] lr: 1.000e-03, eta: 1 day, 11:00:50, time: 1.120, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8797, loss_cls: 1.1930, loss: 1.1930, grad_norm: 6.3784 2021-02-06 16:31:33,252 - mmaction - INFO - Epoch [66][3360/3757] lr: 1.000e-03, eta: 1 day, 11:00:56, time: 2.649, data_time: 0.003, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8844, loss_cls: 1.1065, loss: 1.1065, grad_norm: 5.9613 2021-02-06 16:32:29,981 - mmaction - INFO - Epoch [66][3380/3757] lr: 1.000e-03, eta: 1 day, 11:01:05, time: 2.837, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8859, loss_cls: 1.2020, loss: 1.2020, grad_norm: 6.3400 2021-02-06 16:33:25,312 - mmaction - INFO - Epoch [66][3400/3757] lr: 1.000e-03, eta: 1 day, 11:01:13, time: 2.767, data_time: 1.212, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8875, loss_cls: 1.1549, loss: 1.1549, grad_norm: 6.1034 2021-02-06 16:34:26,866 - mmaction - INFO - Epoch [66][3420/3757] lr: 1.000e-03, eta: 1 day, 11:01:26, time: 3.077, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8820, loss_cls: 1.1768, loss: 1.1768, grad_norm: 6.2611 2021-02-06 16:34:54,445 - mmaction - INFO - Epoch [66][3440/3757] lr: 1.000e-03, eta: 1 day, 11:01:12, time: 1.379, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.2210, loss: 1.2210, grad_norm: 6.4037 2021-02-06 16:35:47,650 - mmaction - INFO - Epoch [66][3460/3757] lr: 1.000e-03, eta: 1 day, 11:01:19, time: 2.660, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.1865, loss: 1.1865, grad_norm: 6.4112 2021-02-06 16:36:15,845 - mmaction - INFO - Epoch [66][3480/3757] lr: 1.000e-03, eta: 1 day, 11:01:06, time: 1.410, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8781, loss_cls: 1.1919, loss: 1.1919, grad_norm: 6.3406 2021-02-06 16:36:48,906 - mmaction - INFO - Epoch [66][3500/3757] lr: 1.000e-03, eta: 1 day, 11:00:56, time: 1.652, data_time: 0.000, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8758, loss_cls: 1.2483, loss: 1.2483, grad_norm: 6.4467 2021-02-06 16:37:14,263 - mmaction - INFO - Epoch [66][3520/3757] lr: 1.000e-03, eta: 1 day, 11:00:41, time: 1.269, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1760, loss: 1.1760, grad_norm: 6.2981 2021-02-06 16:37:23,091 - mmaction - INFO - Epoch [66][3540/3757] lr: 1.000e-03, eta: 1 day, 11:00:13, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8805, loss_cls: 1.1769, loss: 1.1769, grad_norm: 6.2230 2021-02-06 16:38:03,138 - mmaction - INFO - Epoch [66][3560/3757] lr: 1.000e-03, eta: 1 day, 11:00:09, time: 2.002, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.1914, loss: 1.1914, grad_norm: 6.3353 2021-02-06 16:38:42,400 - mmaction - INFO - Epoch [66][3580/3757] lr: 1.000e-03, eta: 1 day, 11:00:04, time: 1.964, data_time: 0.002, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2287, loss: 1.2287, grad_norm: 6.4196 2021-02-06 16:39:24,551 - mmaction - INFO - Epoch [66][3600/3757] lr: 1.000e-03, eta: 1 day, 11:00:02, time: 2.108, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1591, loss: 1.1591, grad_norm: 6.2879 2021-02-06 16:39:57,297 - mmaction - INFO - Epoch [66][3620/3757] lr: 1.000e-03, eta: 1 day, 10:59:52, time: 1.637, data_time: 1.183, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8867, loss_cls: 1.1850, loss: 1.1850, grad_norm: 6.5262 2021-02-06 16:40:56,214 - mmaction - INFO - Epoch [66][3640/3757] lr: 1.000e-03, eta: 1 day, 11:00:03, time: 2.945, data_time: 0.000, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.1828, loss: 1.1828, grad_norm: 6.3578 2021-02-06 16:41:41,294 - mmaction - INFO - Epoch [66][3660/3757] lr: 1.000e-03, eta: 1 day, 11:00:03, time: 2.254, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8805, loss_cls: 1.1888, loss: 1.1888, grad_norm: 6.2283 2021-02-06 16:42:26,973 - mmaction - INFO - Epoch [66][3680/3757] lr: 1.000e-03, eta: 1 day, 11:00:03, time: 2.284, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1750, loss: 1.1750, grad_norm: 6.4476 2021-02-06 16:43:08,415 - mmaction - INFO - Epoch [66][3700/3757] lr: 1.000e-03, eta: 1 day, 11:00:00, time: 2.072, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1482, loss: 1.1482, grad_norm: 6.0504 2021-02-06 16:43:33,704 - mmaction - INFO - Epoch [66][3720/3757] lr: 1.000e-03, eta: 1 day, 10:59:45, time: 1.263, data_time: 0.000, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8750, loss_cls: 1.2452, loss: 1.2452, grad_norm: 6.5102 2021-02-06 16:44:27,927 - mmaction - INFO - Epoch [66][3740/3757] lr: 1.000e-03, eta: 1 day, 10:59:52, time: 2.712, data_time: 0.002, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1817, loss: 1.1817, grad_norm: 6.2528 2021-02-06 16:44:58,606 - mmaction - INFO - Saving checkpoint at 66 epochs 2021-02-06 16:46:06,438 - mmaction - INFO - Epoch [67][20/3757] lr: 1.000e-03, eta: 1 day, 10:59:39, time: 3.332, data_time: 2.894, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8805, loss_cls: 1.1539, loss: 1.1539, grad_norm: 6.3258 2021-02-06 16:46:15,272 - mmaction - INFO - Epoch [67][40/3757] lr: 1.000e-03, eta: 1 day, 10:59:11, time: 0.441, data_time: 0.006, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8695, loss_cls: 1.2422, loss: 1.2422, grad_norm: 6.4078 2021-02-06 16:46:24,058 - mmaction - INFO - Epoch [67][60/3757] lr: 1.000e-03, eta: 1 day, 10:58:42, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8844, loss_cls: 1.1594, loss: 1.1594, grad_norm: 6.1745 2021-02-06 16:46:32,830 - mmaction - INFO - Epoch [67][80/3757] lr: 1.000e-03, eta: 1 day, 10:58:14, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2120, loss: 1.2120, grad_norm: 6.3051 2021-02-06 16:46:41,657 - mmaction - INFO - Epoch [67][100/3757] lr: 1.000e-03, eta: 1 day, 10:57:46, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8672, loss_cls: 1.2891, loss: 1.2891, grad_norm: 6.6596 2021-02-06 16:46:50,444 - mmaction - INFO - Epoch [67][120/3757] lr: 1.000e-03, eta: 1 day, 10:57:18, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8789, loss_cls: 1.1603, loss: 1.1603, grad_norm: 6.0101 2021-02-06 16:46:59,196 - mmaction - INFO - Epoch [67][140/3757] lr: 1.000e-03, eta: 1 day, 10:56:50, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8898, loss_cls: 1.1324, loss: 1.1324, grad_norm: 6.1630 2021-02-06 16:47:07,998 - mmaction - INFO - Epoch [67][160/3757] lr: 1.000e-03, eta: 1 day, 10:56:22, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1196, loss: 1.1196, grad_norm: 6.2203 2021-02-06 16:47:16,835 - mmaction - INFO - Epoch [67][180/3757] lr: 1.000e-03, eta: 1 day, 10:55:54, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8805, loss_cls: 1.1127, loss: 1.1127, grad_norm: 6.1132 2021-02-06 16:47:25,654 - mmaction - INFO - Epoch [67][200/3757] lr: 1.000e-03, eta: 1 day, 10:55:25, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1552, loss: 1.1552, grad_norm: 6.4101 2021-02-06 16:47:34,518 - mmaction - INFO - Epoch [67][220/3757] lr: 1.000e-03, eta: 1 day, 10:54:57, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8742, loss_cls: 1.1949, loss: 1.1949, grad_norm: 6.3245 2021-02-06 16:47:43,332 - mmaction - INFO - Epoch [67][240/3757] lr: 1.000e-03, eta: 1 day, 10:54:29, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8891, loss_cls: 1.1191, loss: 1.1191, grad_norm: 6.0805 2021-02-06 16:47:52,147 - mmaction - INFO - Epoch [67][260/3757] lr: 1.000e-03, eta: 1 day, 10:54:01, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8922, loss_cls: 1.1045, loss: 1.1045, grad_norm: 6.0500 2021-02-06 16:48:00,986 - mmaction - INFO - Epoch [67][280/3757] lr: 1.000e-03, eta: 1 day, 10:53:33, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8789, loss_cls: 1.2371, loss: 1.2371, grad_norm: 6.6198 2021-02-06 16:48:09,859 - mmaction - INFO - Epoch [67][300/3757] lr: 1.000e-03, eta: 1 day, 10:53:05, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8891, loss_cls: 1.1307, loss: 1.1307, grad_norm: 6.1100 2021-02-06 16:48:18,765 - mmaction - INFO - Epoch [67][320/3757] lr: 1.000e-03, eta: 1 day, 10:52:37, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.1524, loss: 1.1524, grad_norm: 6.3620 2021-02-06 16:48:27,607 - mmaction - INFO - Epoch [67][340/3757] lr: 1.000e-03, eta: 1 day, 10:52:09, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1639, loss: 1.1639, grad_norm: 6.2882 2021-02-06 16:48:36,456 - mmaction - INFO - Epoch [67][360/3757] lr: 1.000e-03, eta: 1 day, 10:51:41, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8953, loss_cls: 1.0839, loss: 1.0839, grad_norm: 6.1115 2021-02-06 16:48:45,329 - mmaction - INFO - Epoch [67][380/3757] lr: 1.000e-03, eta: 1 day, 10:51:13, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8750, loss_cls: 1.1817, loss: 1.1817, grad_norm: 6.3594 2021-02-06 16:48:54,233 - mmaction - INFO - Epoch [67][400/3757] lr: 1.000e-03, eta: 1 day, 10:50:45, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8883, loss_cls: 1.1428, loss: 1.1428, grad_norm: 6.2900 2021-02-06 16:49:03,159 - mmaction - INFO - Epoch [67][420/3757] lr: 1.000e-03, eta: 1 day, 10:50:17, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8961, loss_cls: 1.0910, loss: 1.0910, grad_norm: 6.1279 2021-02-06 16:49:12,027 - mmaction - INFO - Epoch [67][440/3757] lr: 1.000e-03, eta: 1 day, 10:49:49, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8805, loss_cls: 1.2013, loss: 1.2013, grad_norm: 6.5087 2021-02-06 16:49:20,867 - mmaction - INFO - Epoch [67][460/3757] lr: 1.000e-03, eta: 1 day, 10:49:21, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8859, loss_cls: 1.1528, loss: 1.1528, grad_norm: 6.3057 2021-02-06 16:49:29,769 - mmaction - INFO - Epoch [67][480/3757] lr: 1.000e-03, eta: 1 day, 10:48:53, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8930, loss_cls: 1.1046, loss: 1.1046, grad_norm: 6.1691 2021-02-06 16:49:38,668 - mmaction - INFO - Epoch [67][500/3757] lr: 1.000e-03, eta: 1 day, 10:48:25, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8703, loss_cls: 1.2322, loss: 1.2322, grad_norm: 6.5986 2021-02-06 16:49:47,560 - mmaction - INFO - Epoch [67][520/3757] lr: 1.000e-03, eta: 1 day, 10:47:57, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8906, loss_cls: 1.1355, loss: 1.1355, grad_norm: 6.2313 2021-02-06 16:49:56,455 - mmaction - INFO - Epoch [67][540/3757] lr: 1.000e-03, eta: 1 day, 10:47:29, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.1767, loss: 1.1767, grad_norm: 6.2530 2021-02-06 16:50:05,374 - mmaction - INFO - Epoch [67][560/3757] lr: 1.000e-03, eta: 1 day, 10:47:01, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.1288, loss: 1.1288, grad_norm: 6.3443 2021-02-06 16:50:14,169 - mmaction - INFO - Epoch [67][580/3757] lr: 1.000e-03, eta: 1 day, 10:46:33, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.1142, loss: 1.1142, grad_norm: 6.2150 2021-02-06 16:50:23,124 - mmaction - INFO - Epoch [67][600/3757] lr: 1.000e-03, eta: 1 day, 10:46:05, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8867, loss_cls: 1.1612, loss: 1.1612, grad_norm: 6.2284 2021-02-06 16:50:32,009 - mmaction - INFO - Epoch [67][620/3757] lr: 1.000e-03, eta: 1 day, 10:45:37, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.9094, loss_cls: 1.0844, loss: 1.0844, grad_norm: 6.3177 2021-02-06 16:50:40,891 - mmaction - INFO - Epoch [67][640/3757] lr: 1.000e-03, eta: 1 day, 10:45:09, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1875, loss: 1.1875, grad_norm: 6.3842 2021-02-06 16:50:49,795 - mmaction - INFO - Epoch [67][660/3757] lr: 1.000e-03, eta: 1 day, 10:44:41, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8875, loss_cls: 1.1284, loss: 1.1284, grad_norm: 6.1547 2021-02-06 16:50:58,693 - mmaction - INFO - Epoch [67][680/3757] lr: 1.000e-03, eta: 1 day, 10:44:13, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1451, loss: 1.1451, grad_norm: 6.2630 2021-02-06 16:51:07,558 - mmaction - INFO - Epoch [67][700/3757] lr: 1.000e-03, eta: 1 day, 10:43:45, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8898, loss_cls: 1.0872, loss: 1.0872, grad_norm: 6.1754 2021-02-06 16:51:16,391 - mmaction - INFO - Epoch [67][720/3757] lr: 1.000e-03, eta: 1 day, 10:43:17, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.9023, loss_cls: 1.0801, loss: 1.0801, grad_norm: 6.1406 2021-02-06 16:51:25,241 - mmaction - INFO - Epoch [67][740/3757] lr: 1.000e-03, eta: 1 day, 10:42:49, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8891, loss_cls: 1.1525, loss: 1.1525, grad_norm: 6.1885 2021-02-06 16:51:34,130 - mmaction - INFO - Epoch [67][760/3757] lr: 1.000e-03, eta: 1 day, 10:42:21, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8742, loss_cls: 1.1717, loss: 1.1717, grad_norm: 6.1087 2021-02-06 16:51:43,016 - mmaction - INFO - Epoch [67][780/3757] lr: 1.000e-03, eta: 1 day, 10:41:53, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8844, loss_cls: 1.1874, loss: 1.1874, grad_norm: 6.3707 2021-02-06 16:51:51,920 - mmaction - INFO - Epoch [67][800/3757] lr: 1.000e-03, eta: 1 day, 10:41:25, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8695, loss_cls: 1.2099, loss: 1.2099, grad_norm: 6.2556 2021-02-06 16:52:00,814 - mmaction - INFO - Epoch [67][820/3757] lr: 1.000e-03, eta: 1 day, 10:40:58, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8938, loss_cls: 1.1302, loss: 1.1302, grad_norm: 6.1984 2021-02-06 16:52:09,677 - mmaction - INFO - Epoch [67][840/3757] lr: 1.000e-03, eta: 1 day, 10:40:30, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8914, loss_cls: 1.1497, loss: 1.1497, grad_norm: 6.3546 2021-02-06 16:52:18,531 - mmaction - INFO - Epoch [67][860/3757] lr: 1.000e-03, eta: 1 day, 10:40:02, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8828, loss_cls: 1.1804, loss: 1.1804, grad_norm: 6.2620 2021-02-06 16:52:27,458 - mmaction - INFO - Epoch [67][880/3757] lr: 1.000e-03, eta: 1 day, 10:39:34, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8891, loss_cls: 1.1480, loss: 1.1480, grad_norm: 6.2725 2021-02-06 16:52:36,326 - mmaction - INFO - Epoch [67][900/3757] lr: 1.000e-03, eta: 1 day, 10:39:06, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8977, loss_cls: 1.0934, loss: 1.0934, grad_norm: 6.0921 2021-02-06 16:52:45,235 - mmaction - INFO - Epoch [67][920/3757] lr: 1.000e-03, eta: 1 day, 10:38:38, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.1627, loss: 1.1627, grad_norm: 6.6936 2021-02-06 16:52:54,097 - mmaction - INFO - Epoch [67][940/3757] lr: 1.000e-03, eta: 1 day, 10:38:10, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8828, loss_cls: 1.2411, loss: 1.2411, grad_norm: 6.8360 2021-02-06 16:53:02,984 - mmaction - INFO - Epoch [67][960/3757] lr: 1.000e-03, eta: 1 day, 10:37:42, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8688, loss_cls: 1.2060, loss: 1.2060, grad_norm: 6.1996 2021-02-06 16:53:11,817 - mmaction - INFO - Epoch [67][980/3757] lr: 1.000e-03, eta: 1 day, 10:37:14, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.1772, loss: 1.1772, grad_norm: 6.5319 2021-02-06 16:53:20,702 - mmaction - INFO - Epoch [67][1000/3757] lr: 1.000e-03, eta: 1 day, 10:36:46, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1486, loss: 1.1486, grad_norm: 6.3118 2021-02-06 16:53:29,650 - mmaction - INFO - Epoch [67][1020/3757] lr: 1.000e-03, eta: 1 day, 10:36:19, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8680, loss_cls: 1.2508, loss: 1.2508, grad_norm: 6.3646 2021-02-06 16:53:38,518 - mmaction - INFO - Epoch [67][1040/3757] lr: 1.000e-03, eta: 1 day, 10:35:51, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8711, loss_cls: 1.1893, loss: 1.1893, grad_norm: 6.2085 2021-02-06 16:53:47,389 - mmaction - INFO - Epoch [67][1060/3757] lr: 1.000e-03, eta: 1 day, 10:35:23, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8742, loss_cls: 1.2037, loss: 1.2037, grad_norm: 6.3020 2021-02-06 16:53:56,295 - mmaction - INFO - Epoch [67][1080/3757] lr: 1.000e-03, eta: 1 day, 10:34:55, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8773, loss_cls: 1.1569, loss: 1.1569, grad_norm: 6.0279 2021-02-06 16:54:05,168 - mmaction - INFO - Epoch [67][1100/3757] lr: 1.000e-03, eta: 1 day, 10:34:27, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8930, loss_cls: 1.1362, loss: 1.1362, grad_norm: 6.2812 2021-02-06 16:54:14,036 - mmaction - INFO - Epoch [67][1120/3757] lr: 1.000e-03, eta: 1 day, 10:33:59, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8828, loss_cls: 1.1794, loss: 1.1794, grad_norm: 6.5280 2021-02-06 16:54:22,935 - mmaction - INFO - Epoch [67][1140/3757] lr: 1.000e-03, eta: 1 day, 10:33:31, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.2468, loss: 1.2468, grad_norm: 6.4655 2021-02-06 16:54:31,885 - mmaction - INFO - Epoch [67][1160/3757] lr: 1.000e-03, eta: 1 day, 10:33:04, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1509, loss: 1.1509, grad_norm: 6.3050 2021-02-06 16:54:40,748 - mmaction - INFO - Epoch [67][1180/3757] lr: 1.000e-03, eta: 1 day, 10:32:36, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8711, loss_cls: 1.2275, loss: 1.2275, grad_norm: 6.3511 2021-02-06 16:54:49,675 - mmaction - INFO - Epoch [67][1200/3757] lr: 1.000e-03, eta: 1 day, 10:32:08, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8875, loss_cls: 1.1252, loss: 1.1252, grad_norm: 6.0960 2021-02-06 16:54:58,553 - mmaction - INFO - Epoch [67][1220/3757] lr: 1.000e-03, eta: 1 day, 10:31:40, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.0829, loss: 1.0829, grad_norm: 5.9909 2021-02-06 16:55:07,421 - mmaction - INFO - Epoch [67][1240/3757] lr: 1.000e-03, eta: 1 day, 10:31:12, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8812, loss_cls: 1.1433, loss: 1.1433, grad_norm: 6.2999 2021-02-06 16:55:16,308 - mmaction - INFO - Epoch [67][1260/3757] lr: 1.000e-03, eta: 1 day, 10:30:44, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8742, loss_cls: 1.2044, loss: 1.2044, grad_norm: 6.1948 2021-02-06 16:55:25,183 - mmaction - INFO - Epoch [67][1280/3757] lr: 1.000e-03, eta: 1 day, 10:30:17, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8930, loss_cls: 1.0259, loss: 1.0259, grad_norm: 5.9104 2021-02-06 16:55:34,122 - mmaction - INFO - Epoch [67][1300/3757] lr: 1.000e-03, eta: 1 day, 10:29:49, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2422, loss: 1.2422, grad_norm: 6.5392 2021-02-06 16:55:42,993 - mmaction - INFO - Epoch [67][1320/3757] lr: 1.000e-03, eta: 1 day, 10:29:21, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8930, loss_cls: 1.1304, loss: 1.1304, grad_norm: 6.1702 2021-02-06 16:55:51,980 - mmaction - INFO - Epoch [67][1340/3757] lr: 1.000e-03, eta: 1 day, 10:28:53, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8797, loss_cls: 1.1275, loss: 1.1275, grad_norm: 6.1161 2021-02-06 16:56:00,882 - mmaction - INFO - Epoch [67][1360/3757] lr: 1.000e-03, eta: 1 day, 10:28:26, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1663, loss: 1.1663, grad_norm: 6.3762 2021-02-06 16:56:09,744 - mmaction - INFO - Epoch [67][1380/3757] lr: 1.000e-03, eta: 1 day, 10:27:58, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.1073, loss: 1.1073, grad_norm: 6.3895 2021-02-06 16:56:18,633 - mmaction - INFO - Epoch [67][1400/3757] lr: 1.000e-03, eta: 1 day, 10:27:30, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8906, loss_cls: 1.1851, loss: 1.1851, grad_norm: 6.4059 2021-02-06 16:56:27,586 - mmaction - INFO - Epoch [67][1420/3757] lr: 1.000e-03, eta: 1 day, 10:27:02, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8922, loss_cls: 1.1299, loss: 1.1299, grad_norm: 6.4584 2021-02-06 16:56:36,484 - mmaction - INFO - Epoch [67][1440/3757] lr: 1.000e-03, eta: 1 day, 10:26:34, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.1835, loss: 1.1835, grad_norm: 6.2352 2021-02-06 16:56:45,287 - mmaction - INFO - Epoch [67][1460/3757] lr: 1.000e-03, eta: 1 day, 10:26:07, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8758, loss_cls: 1.1746, loss: 1.1746, grad_norm: 6.2602 2021-02-06 16:56:54,220 - mmaction - INFO - Epoch [67][1480/3757] lr: 1.000e-03, eta: 1 day, 10:25:39, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8898, loss_cls: 1.0693, loss: 1.0693, grad_norm: 5.9460 2021-02-06 16:57:03,086 - mmaction - INFO - Epoch [67][1500/3757] lr: 1.000e-03, eta: 1 day, 10:25:11, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8938, loss_cls: 1.1129, loss: 1.1129, grad_norm: 6.1201 2021-02-06 16:57:24,386 - mmaction - INFO - Epoch [67][1520/3757] lr: 1.000e-03, eta: 1 day, 10:24:53, time: 1.065, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8930, loss_cls: 1.1804, loss: 1.1804, grad_norm: 6.3890 2021-02-06 16:58:01,932 - mmaction - INFO - Epoch [67][1540/3757] lr: 1.000e-03, eta: 1 day, 10:24:47, time: 1.878, data_time: 1.431, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8812, loss_cls: 1.1973, loss: 1.1973, grad_norm: 6.3858 2021-02-06 16:58:10,685 - mmaction - INFO - Epoch [67][1560/3757] lr: 1.000e-03, eta: 1 day, 10:24:19, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8828, loss_cls: 1.1481, loss: 1.1481, grad_norm: 6.3182 2021-02-06 16:58:19,486 - mmaction - INFO - Epoch [67][1580/3757] lr: 1.000e-03, eta: 1 day, 10:23:51, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8852, loss_cls: 1.2179, loss: 1.2179, grad_norm: 6.4150 2021-02-06 16:58:28,316 - mmaction - INFO - Epoch [67][1600/3757] lr: 1.000e-03, eta: 1 day, 10:23:23, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8750, loss_cls: 1.2039, loss: 1.2039, grad_norm: 6.5251 2021-02-06 16:58:37,122 - mmaction - INFO - Epoch [67][1620/3757] lr: 1.000e-03, eta: 1 day, 10:22:55, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8859, loss_cls: 1.1391, loss: 1.1391, grad_norm: 6.1123 2021-02-06 16:58:45,970 - mmaction - INFO - Epoch [67][1640/3757] lr: 1.000e-03, eta: 1 day, 10:22:28, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8930, loss_cls: 1.1576, loss: 1.1576, grad_norm: 6.4252 2021-02-06 16:58:54,795 - mmaction - INFO - Epoch [67][1660/3757] lr: 1.000e-03, eta: 1 day, 10:22:00, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8953, loss_cls: 1.1234, loss: 1.1234, grad_norm: 6.1963 2021-02-06 16:59:03,673 - mmaction - INFO - Epoch [67][1680/3757] lr: 1.000e-03, eta: 1 day, 10:21:32, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2159, loss: 1.2159, grad_norm: 6.2940 2021-02-06 16:59:12,524 - mmaction - INFO - Epoch [67][1700/3757] lr: 1.000e-03, eta: 1 day, 10:21:04, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8844, loss_cls: 1.2124, loss: 1.2124, grad_norm: 6.6252 2021-02-06 16:59:21,446 - mmaction - INFO - Epoch [67][1720/3757] lr: 1.000e-03, eta: 1 day, 10:20:37, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8914, loss_cls: 1.1068, loss: 1.1068, grad_norm: 6.3057 2021-02-06 16:59:30,289 - mmaction - INFO - Epoch [67][1740/3757] lr: 1.000e-03, eta: 1 day, 10:20:09, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8828, loss_cls: 1.2167, loss: 1.2167, grad_norm: 6.4777 2021-02-06 16:59:39,154 - mmaction - INFO - Epoch [67][1760/3757] lr: 1.000e-03, eta: 1 day, 10:19:41, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8797, loss_cls: 1.1613, loss: 1.1613, grad_norm: 6.2905 2021-02-06 16:59:48,021 - mmaction - INFO - Epoch [67][1780/3757] lr: 1.000e-03, eta: 1 day, 10:19:13, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.0883, loss: 1.0883, grad_norm: 6.0243 2021-02-06 16:59:56,910 - mmaction - INFO - Epoch [67][1800/3757] lr: 1.000e-03, eta: 1 day, 10:18:46, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8914, loss_cls: 1.0961, loss: 1.0961, grad_norm: 6.3433 2021-02-06 17:00:05,802 - mmaction - INFO - Epoch [67][1820/3757] lr: 1.000e-03, eta: 1 day, 10:18:18, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8938, loss_cls: 1.1351, loss: 1.1351, grad_norm: 6.3643 2021-02-06 17:00:14,720 - mmaction - INFO - Epoch [67][1840/3757] lr: 1.000e-03, eta: 1 day, 10:17:50, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8906, loss_cls: 1.1811, loss: 1.1811, grad_norm: 6.6446 2021-02-06 17:00:23,612 - mmaction - INFO - Epoch [67][1860/3757] lr: 1.000e-03, eta: 1 day, 10:17:23, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8719, loss_cls: 1.2325, loss: 1.2325, grad_norm: 6.2167 2021-02-06 17:00:32,499 - mmaction - INFO - Epoch [67][1880/3757] lr: 1.000e-03, eta: 1 day, 10:16:55, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1903, loss: 1.1903, grad_norm: 6.5177 2021-02-06 17:00:41,379 - mmaction - INFO - Epoch [67][1900/3757] lr: 1.000e-03, eta: 1 day, 10:16:27, time: 0.444, data_time: 0.003, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8727, loss_cls: 1.2359, loss: 1.2359, grad_norm: 6.6199 2021-02-06 17:00:50,280 - mmaction - INFO - Epoch [67][1920/3757] lr: 1.000e-03, eta: 1 day, 10:16:00, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8719, loss_cls: 1.1989, loss: 1.1989, grad_norm: 6.4334 2021-02-06 17:00:59,154 - mmaction - INFO - Epoch [67][1940/3757] lr: 1.000e-03, eta: 1 day, 10:15:32, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8820, loss_cls: 1.1871, loss: 1.1871, grad_norm: 6.3952 2021-02-06 17:01:08,020 - mmaction - INFO - Epoch [67][1960/3757] lr: 1.000e-03, eta: 1 day, 10:15:04, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8758, loss_cls: 1.2165, loss: 1.2165, grad_norm: 6.3712 2021-02-06 17:01:16,992 - mmaction - INFO - Epoch [67][1980/3757] lr: 1.000e-03, eta: 1 day, 10:14:37, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8867, loss_cls: 1.1594, loss: 1.1594, grad_norm: 6.2233 2021-02-06 17:01:25,866 - mmaction - INFO - Epoch [67][2000/3757] lr: 1.000e-03, eta: 1 day, 10:14:09, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.1132, loss: 1.1132, grad_norm: 6.1030 2021-02-06 17:01:34,659 - mmaction - INFO - Epoch [67][2020/3757] lr: 1.000e-03, eta: 1 day, 10:13:41, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.1807, loss: 1.1807, grad_norm: 6.1936 2021-02-06 17:01:43,500 - mmaction - INFO - Epoch [67][2040/3757] lr: 1.000e-03, eta: 1 day, 10:13:14, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8867, loss_cls: 1.1839, loss: 1.1839, grad_norm: 6.4505 2021-02-06 17:01:52,351 - mmaction - INFO - Epoch [67][2060/3757] lr: 1.000e-03, eta: 1 day, 10:12:46, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8805, loss_cls: 1.1102, loss: 1.1102, grad_norm: 6.1449 2021-02-06 17:02:01,191 - mmaction - INFO - Epoch [67][2080/3757] lr: 1.000e-03, eta: 1 day, 10:12:18, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8977, loss_cls: 1.1071, loss: 1.1071, grad_norm: 6.5791 2021-02-06 17:02:10,075 - mmaction - INFO - Epoch [67][2100/3757] lr: 1.000e-03, eta: 1 day, 10:11:51, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1285, loss: 1.1285, grad_norm: 6.1875 2021-02-06 17:02:18,981 - mmaction - INFO - Epoch [67][2120/3757] lr: 1.000e-03, eta: 1 day, 10:11:23, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.1914, loss: 1.1914, grad_norm: 6.1692 2021-02-06 17:02:27,934 - mmaction - INFO - Epoch [67][2140/3757] lr: 1.000e-03, eta: 1 day, 10:10:55, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8914, loss_cls: 1.0921, loss: 1.0921, grad_norm: 6.2114 2021-02-06 17:02:53,017 - mmaction - INFO - Epoch [67][2160/3757] lr: 1.000e-03, eta: 1 day, 10:10:40, time: 1.254, data_time: 0.810, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.2172, loss: 1.2172, grad_norm: 6.6754 2021-02-06 17:03:01,860 - mmaction - INFO - Epoch [67][2180/3757] lr: 1.000e-03, eta: 1 day, 10:10:12, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8820, loss_cls: 1.1853, loss: 1.1853, grad_norm: 6.4301 2021-02-06 17:03:16,481 - mmaction - INFO - Epoch [67][2200/3757] lr: 1.000e-03, eta: 1 day, 10:09:49, time: 0.731, data_time: 0.285, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8820, loss_cls: 1.2088, loss: 1.2088, grad_norm: 6.3684 2021-02-06 17:03:25,340 - mmaction - INFO - Epoch [67][2220/3757] lr: 1.000e-03, eta: 1 day, 10:09:21, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.1455, loss: 1.1455, grad_norm: 6.2855 2021-02-06 17:03:34,216 - mmaction - INFO - Epoch [67][2240/3757] lr: 1.000e-03, eta: 1 day, 10:08:54, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8883, loss_cls: 1.1585, loss: 1.1585, grad_norm: 6.4276 2021-02-06 17:03:57,680 - mmaction - INFO - Epoch [67][2260/3757] lr: 1.000e-03, eta: 1 day, 10:08:37, time: 1.173, data_time: 0.724, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.1764, loss: 1.1764, grad_norm: 6.3544 2021-02-06 17:04:27,421 - mmaction - INFO - Epoch [67][2280/3757] lr: 1.000e-03, eta: 1 day, 10:08:25, time: 1.487, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8852, loss_cls: 1.1923, loss: 1.1923, grad_norm: 6.4098 2021-02-06 17:04:36,250 - mmaction - INFO - Epoch [67][2300/3757] lr: 1.000e-03, eta: 1 day, 10:07:57, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8719, loss_cls: 1.1940, loss: 1.1940, grad_norm: 6.2751 2021-02-06 17:04:53,620 - mmaction - INFO - Epoch [67][2320/3757] lr: 1.000e-03, eta: 1 day, 10:07:36, time: 0.868, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8812, loss_cls: 1.1419, loss: 1.1419, grad_norm: 6.1247 2021-02-06 17:05:02,449 - mmaction - INFO - Epoch [67][2340/3757] lr: 1.000e-03, eta: 1 day, 10:07:08, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8781, loss_cls: 1.1637, loss: 1.1637, grad_norm: 6.2923 2021-02-06 17:05:11,242 - mmaction - INFO - Epoch [67][2360/3757] lr: 1.000e-03, eta: 1 day, 10:06:41, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8797, loss_cls: 1.2484, loss: 1.2484, grad_norm: 6.5077 2021-02-06 17:05:47,516 - mmaction - INFO - Epoch [67][2380/3757] lr: 1.000e-03, eta: 1 day, 10:06:34, time: 1.813, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8906, loss_cls: 1.1740, loss: 1.1740, grad_norm: 6.4641 2021-02-06 17:05:56,334 - mmaction - INFO - Epoch [67][2400/3757] lr: 1.000e-03, eta: 1 day, 10:06:06, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8672, loss_cls: 1.2635, loss: 1.2635, grad_norm: 6.3970 2021-02-06 17:06:05,562 - mmaction - INFO - Epoch [67][2420/3757] lr: 1.000e-03, eta: 1 day, 10:05:39, time: 0.461, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8852, loss_cls: 1.1692, loss: 1.1692, grad_norm: 6.3215 2021-02-06 17:06:33,621 - mmaction - INFO - Epoch [67][2440/3757] lr: 1.000e-03, eta: 1 day, 10:05:25, time: 1.403, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8734, loss_cls: 1.1935, loss: 1.1935, grad_norm: 6.4528 2021-02-06 17:06:57,001 - mmaction - INFO - Epoch [67][2460/3757] lr: 1.000e-03, eta: 1 day, 10:05:09, time: 1.169, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8781, loss_cls: 1.1904, loss: 1.1904, grad_norm: 6.3929 2021-02-06 17:07:05,810 - mmaction - INFO - Epoch [67][2480/3757] lr: 1.000e-03, eta: 1 day, 10:04:41, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8836, loss_cls: 1.1694, loss: 1.1694, grad_norm: 6.2452 2021-02-06 17:07:14,648 - mmaction - INFO - Epoch [67][2500/3757] lr: 1.000e-03, eta: 1 day, 10:04:13, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8766, loss_cls: 1.1357, loss: 1.1357, grad_norm: 6.2555 2021-02-06 17:07:41,000 - mmaction - INFO - Epoch [67][2520/3757] lr: 1.000e-03, eta: 1 day, 10:03:59, time: 1.317, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8727, loss_cls: 1.2075, loss: 1.2075, grad_norm: 6.3520 2021-02-06 17:07:49,828 - mmaction - INFO - Epoch [67][2540/3757] lr: 1.000e-03, eta: 1 day, 10:03:31, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8773, loss_cls: 1.1773, loss: 1.1773, grad_norm: 6.3560 2021-02-06 17:08:13,690 - mmaction - INFO - Epoch [67][2560/3757] lr: 1.000e-03, eta: 1 day, 10:03:15, time: 1.193, data_time: 0.215, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1362, loss: 1.1362, grad_norm: 6.1928 2021-02-06 17:08:22,474 - mmaction - INFO - Epoch [67][2580/3757] lr: 1.000e-03, eta: 1 day, 10:02:47, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1435, loss: 1.1435, grad_norm: 6.4285 2021-02-06 17:08:31,259 - mmaction - INFO - Epoch [67][2600/3757] lr: 1.000e-03, eta: 1 day, 10:02:20, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8711, loss_cls: 1.1883, loss: 1.1883, grad_norm: 6.2352 2021-02-06 17:08:40,037 - mmaction - INFO - Epoch [67][2620/3757] lr: 1.000e-03, eta: 1 day, 10:01:52, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8773, loss_cls: 1.2124, loss: 1.2124, grad_norm: 6.5443 2021-02-06 17:08:48,847 - mmaction - INFO - Epoch [67][2640/3757] lr: 1.000e-03, eta: 1 day, 10:01:24, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8969, loss_cls: 1.0963, loss: 1.0963, grad_norm: 6.2094 2021-02-06 17:08:57,836 - mmaction - INFO - Epoch [67][2660/3757] lr: 1.000e-03, eta: 1 day, 10:00:57, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8875, loss_cls: 1.1495, loss: 1.1495, grad_norm: 6.0914 2021-02-06 17:09:36,147 - mmaction - INFO - Epoch [67][2680/3757] lr: 1.000e-03, eta: 1 day, 10:00:51, time: 1.916, data_time: 1.476, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8867, loss_cls: 1.1769, loss: 1.1769, grad_norm: 6.5475 2021-02-06 17:09:44,905 - mmaction - INFO - Epoch [67][2700/3757] lr: 1.000e-03, eta: 1 day, 10:00:24, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8844, loss_cls: 1.1580, loss: 1.1580, grad_norm: 6.3344 2021-02-06 17:10:13,696 - mmaction - INFO - Epoch [67][2720/3757] lr: 1.000e-03, eta: 1 day, 10:00:11, time: 1.439, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8820, loss_cls: 1.1603, loss: 1.1603, grad_norm: 6.3704 2021-02-06 17:10:22,501 - mmaction - INFO - Epoch [67][2740/3757] lr: 1.000e-03, eta: 1 day, 9:59:43, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8727, loss_cls: 1.2316, loss: 1.2316, grad_norm: 6.2934 2021-02-06 17:10:31,240 - mmaction - INFO - Epoch [67][2760/3757] lr: 1.000e-03, eta: 1 day, 9:59:16, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.1799, loss: 1.1799, grad_norm: 6.3511 2021-02-06 17:10:40,057 - mmaction - INFO - Epoch [67][2780/3757] lr: 1.000e-03, eta: 1 day, 9:58:48, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8875, loss_cls: 1.1968, loss: 1.1968, grad_norm: 6.4251 2021-02-06 17:10:48,852 - mmaction - INFO - Epoch [67][2800/3757] lr: 1.000e-03, eta: 1 day, 9:58:20, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8781, loss_cls: 1.2098, loss: 1.2098, grad_norm: 6.4496 2021-02-06 17:10:57,695 - mmaction - INFO - Epoch [67][2820/3757] lr: 1.000e-03, eta: 1 day, 9:57:53, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8648, loss_cls: 1.2377, loss: 1.2377, grad_norm: 6.4712 2021-02-06 17:11:19,284 - mmaction - INFO - Epoch [67][2840/3757] lr: 1.000e-03, eta: 1 day, 9:57:35, time: 1.079, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8836, loss_cls: 1.1811, loss: 1.1811, grad_norm: 6.3072 2021-02-06 17:11:28,083 - mmaction - INFO - Epoch [67][2860/3757] lr: 1.000e-03, eta: 1 day, 9:57:07, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8867, loss_cls: 1.1388, loss: 1.1388, grad_norm: 6.0807 2021-02-06 17:11:36,912 - mmaction - INFO - Epoch [67][2880/3757] lr: 1.000e-03, eta: 1 day, 9:56:40, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.1821, loss: 1.1821, grad_norm: 6.4023 2021-02-06 17:11:58,232 - mmaction - INFO - Epoch [67][2900/3757] lr: 1.000e-03, eta: 1 day, 9:56:21, time: 1.066, data_time: 0.000, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8711, loss_cls: 1.2370, loss: 1.2370, grad_norm: 6.1861 2021-02-06 17:12:06,982 - mmaction - INFO - Epoch [67][2920/3757] lr: 1.000e-03, eta: 1 day, 9:55:54, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.6742, top5_acc: 0.8688, loss_cls: 1.2530, loss: 1.2530, grad_norm: 6.4610 2021-02-06 17:12:15,802 - mmaction - INFO - Epoch [67][2940/3757] lr: 1.000e-03, eta: 1 day, 9:55:26, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8945, loss_cls: 1.1024, loss: 1.1024, grad_norm: 6.1068 2021-02-06 17:12:24,654 - mmaction - INFO - Epoch [67][2960/3757] lr: 1.000e-03, eta: 1 day, 9:54:59, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8852, loss_cls: 1.1612, loss: 1.1612, grad_norm: 6.3476 2021-02-06 17:12:33,499 - mmaction - INFO - Epoch [67][2980/3757] lr: 1.000e-03, eta: 1 day, 9:54:31, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8906, loss_cls: 1.1043, loss: 1.1043, grad_norm: 5.9043 2021-02-06 17:13:06,646 - mmaction - INFO - Epoch [67][3000/3757] lr: 1.000e-03, eta: 1 day, 9:54:22, time: 1.657, data_time: 1.217, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8945, loss_cls: 1.0794, loss: 1.0794, grad_norm: 6.1501 2021-02-06 17:13:15,440 - mmaction - INFO - Epoch [67][3020/3757] lr: 1.000e-03, eta: 1 day, 9:53:54, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.9016, loss_cls: 1.1260, loss: 1.1260, grad_norm: 6.2517 2021-02-06 17:13:24,305 - mmaction - INFO - Epoch [67][3040/3757] lr: 1.000e-03, eta: 1 day, 9:53:27, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8742, loss_cls: 1.1892, loss: 1.1892, grad_norm: 6.2476 2021-02-06 17:13:58,083 - mmaction - INFO - Epoch [67][3060/3757] lr: 1.000e-03, eta: 1 day, 9:53:18, time: 1.688, data_time: 0.000, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.2210, loss: 1.2210, grad_norm: 6.5187 2021-02-06 17:14:06,881 - mmaction - INFO - Epoch [67][3080/3757] lr: 1.000e-03, eta: 1 day, 9:52:50, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8789, loss_cls: 1.1878, loss: 1.1878, grad_norm: 6.2722 2021-02-06 17:14:15,752 - mmaction - INFO - Epoch [67][3100/3757] lr: 1.000e-03, eta: 1 day, 9:52:22, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8727, loss_cls: 1.2098, loss: 1.2098, grad_norm: 6.0238 2021-02-06 17:14:42,492 - mmaction - INFO - Epoch [67][3120/3757] lr: 1.000e-03, eta: 1 day, 9:52:08, time: 1.337, data_time: 0.751, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8781, loss_cls: 1.2350, loss: 1.2350, grad_norm: 6.3715 2021-02-06 17:15:17,004 - mmaction - INFO - Epoch [67][3140/3757] lr: 1.000e-03, eta: 1 day, 9:52:00, time: 1.725, data_time: 0.000, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8750, loss_cls: 1.2352, loss: 1.2352, grad_norm: 6.5391 2021-02-06 17:15:25,757 - mmaction - INFO - Epoch [67][3160/3757] lr: 1.000e-03, eta: 1 day, 9:51:32, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8680, loss_cls: 1.2511, loss: 1.2511, grad_norm: 6.4450 2021-02-06 17:15:56,447 - mmaction - INFO - Epoch [67][3180/3757] lr: 1.000e-03, eta: 1 day, 9:51:21, time: 1.534, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8734, loss_cls: 1.2273, loss: 1.2273, grad_norm: 6.6149 2021-02-06 17:16:05,243 - mmaction - INFO - Epoch [67][3200/3757] lr: 1.000e-03, eta: 1 day, 9:50:53, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1550, loss: 1.1550, grad_norm: 6.2232 2021-02-06 17:16:14,028 - mmaction - INFO - Epoch [67][3220/3757] lr: 1.000e-03, eta: 1 day, 9:50:26, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8930, loss_cls: 1.1315, loss: 1.1315, grad_norm: 6.2238 2021-02-06 17:16:22,829 - mmaction - INFO - Epoch [67][3240/3757] lr: 1.000e-03, eta: 1 day, 9:49:58, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0740, loss: 1.0740, grad_norm: 6.0382 2021-02-06 17:16:31,651 - mmaction - INFO - Epoch [67][3260/3757] lr: 1.000e-03, eta: 1 day, 9:49:31, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8875, loss_cls: 1.1329, loss: 1.1329, grad_norm: 6.3108 2021-02-06 17:17:07,432 - mmaction - INFO - Epoch [67][3280/3757] lr: 1.000e-03, eta: 1 day, 9:49:23, time: 1.790, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1661, loss: 1.1661, grad_norm: 6.3907 2021-02-06 17:17:16,222 - mmaction - INFO - Epoch [67][3300/3757] lr: 1.000e-03, eta: 1 day, 9:48:56, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8883, loss_cls: 1.1245, loss: 1.1245, grad_norm: 6.0226 2021-02-06 17:17:25,098 - mmaction - INFO - Epoch [67][3320/3757] lr: 1.000e-03, eta: 1 day, 9:48:28, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8609, loss_cls: 1.2244, loss: 1.2244, grad_norm: 6.2495 2021-02-06 17:17:53,386 - mmaction - INFO - Epoch [67][3340/3757] lr: 1.000e-03, eta: 1 day, 9:48:15, time: 1.415, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8891, loss_cls: 1.0960, loss: 1.0960, grad_norm: 6.2365 2021-02-06 17:18:23,392 - mmaction - INFO - Epoch [67][3360/3757] lr: 1.000e-03, eta: 1 day, 9:48:03, time: 1.500, data_time: 0.344, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8820, loss_cls: 1.1752, loss: 1.1752, grad_norm: 6.3298 2021-02-06 17:18:46,505 - mmaction - INFO - Epoch [67][3380/3757] lr: 1.000e-03, eta: 1 day, 9:47:46, time: 1.156, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8641, loss_cls: 1.2283, loss: 1.2283, grad_norm: 6.3999 2021-02-06 17:18:55,326 - mmaction - INFO - Epoch [67][3400/3757] lr: 1.000e-03, eta: 1 day, 9:47:19, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2029, loss: 1.2029, grad_norm: 6.1477 2021-02-06 17:19:04,198 - mmaction - INFO - Epoch [67][3420/3757] lr: 1.000e-03, eta: 1 day, 9:46:51, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8914, loss_cls: 1.1047, loss: 1.1047, grad_norm: 6.1182 2021-02-06 17:19:44,952 - mmaction - INFO - Epoch [67][3440/3757] lr: 1.000e-03, eta: 1 day, 9:46:47, time: 2.038, data_time: 0.853, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2495, loss: 1.2495, grad_norm: 6.4460 2021-02-06 17:19:53,767 - mmaction - INFO - Epoch [67][3460/3757] lr: 1.000e-03, eta: 1 day, 9:46:20, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6852, top5_acc: 0.8703, loss_cls: 1.2622, loss: 1.2622, grad_norm: 6.5637 2021-02-06 17:20:54,615 - mmaction - INFO - Epoch [67][3480/3757] lr: 1.000e-03, eta: 1 day, 9:46:31, time: 3.042, data_time: 2.599, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.1578, loss: 1.1578, grad_norm: 6.2427 2021-02-06 17:21:03,399 - mmaction - INFO - Epoch [67][3500/3757] lr: 1.000e-03, eta: 1 day, 9:46:03, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8930, loss_cls: 1.1225, loss: 1.1225, grad_norm: 6.2062 2021-02-06 17:21:41,381 - mmaction - INFO - Epoch [67][3520/3757] lr: 1.000e-03, eta: 1 day, 9:45:57, time: 1.899, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8797, loss_cls: 1.1660, loss: 1.1660, grad_norm: 6.3776 2021-02-06 17:21:50,144 - mmaction - INFO - Epoch [67][3540/3757] lr: 1.000e-03, eta: 1 day, 9:45:30, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8594, loss_cls: 1.2752, loss: 1.2752, grad_norm: 6.5330 2021-02-06 17:21:58,931 - mmaction - INFO - Epoch [67][3560/3757] lr: 1.000e-03, eta: 1 day, 9:45:02, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8852, loss_cls: 1.1814, loss: 1.1814, grad_norm: 6.5492 2021-02-06 17:22:28,777 - mmaction - INFO - Epoch [67][3580/3757] lr: 1.000e-03, eta: 1 day, 9:44:50, time: 1.493, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8641, loss_cls: 1.2426, loss: 1.2426, grad_norm: 6.3911 2021-02-06 17:22:54,271 - mmaction - INFO - Epoch [67][3600/3757] lr: 1.000e-03, eta: 1 day, 9:44:35, time: 1.275, data_time: 0.002, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8930, loss_cls: 1.1579, loss: 1.1579, grad_norm: 6.2996 2021-02-06 17:23:03,088 - mmaction - INFO - Epoch [67][3620/3757] lr: 1.000e-03, eta: 1 day, 9:44:07, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8750, loss_cls: 1.1993, loss: 1.1993, grad_norm: 6.2021 2021-02-06 17:24:00,141 - mmaction - INFO - Epoch [67][3640/3757] lr: 1.000e-03, eta: 1 day, 9:44:15, time: 2.853, data_time: 2.407, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8805, loss_cls: 1.2061, loss: 1.2061, grad_norm: 6.2091 2021-02-06 17:24:23,172 - mmaction - INFO - Epoch [67][3660/3757] lr: 1.000e-03, eta: 1 day, 9:43:58, time: 1.152, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8805, loss_cls: 1.1906, loss: 1.1906, grad_norm: 6.2845 2021-02-06 17:25:35,853 - mmaction - INFO - Epoch [67][3680/3757] lr: 1.000e-03, eta: 1 day, 9:44:18, time: 3.633, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8750, loss_cls: 1.1969, loss: 1.1969, grad_norm: 6.2666 2021-02-06 17:26:15,134 - mmaction - INFO - Epoch [67][3700/3757] lr: 1.000e-03, eta: 1 day, 9:44:13, time: 1.965, data_time: 0.002, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1677, loss: 1.1677, grad_norm: 6.3955 2021-02-06 17:26:36,938 - mmaction - INFO - Epoch [67][3720/3757] lr: 1.000e-03, eta: 1 day, 9:43:55, time: 1.090, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8914, loss_cls: 1.1292, loss: 1.1292, grad_norm: 6.1095 2021-02-06 17:27:03,607 - mmaction - INFO - Epoch [67][3740/3757] lr: 1.000e-03, eta: 1 day, 9:43:40, time: 1.333, data_time: 0.000, memory: 7141, top1_acc: 0.6813, top5_acc: 0.8797, loss_cls: 1.2172, loss: 1.2172, grad_norm: 6.5782 2021-02-06 17:27:11,904 - mmaction - INFO - Saving checkpoint at 67 epochs 2021-02-06 17:27:36,880 - mmaction - INFO - Epoch [68][20/3757] lr: 1.000e-03, eta: 1 day, 9:42:56, time: 1.231, data_time: 0.769, memory: 7141, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2520, loss: 1.2520, grad_norm: 6.4011 2021-02-06 17:27:45,637 - mmaction - INFO - Epoch [68][40/3757] lr: 1.000e-03, eta: 1 day, 9:42:28, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.1838, loss: 1.1838, grad_norm: 6.5792 2021-02-06 17:27:54,421 - mmaction - INFO - Epoch [68][60/3757] lr: 1.000e-03, eta: 1 day, 9:42:01, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8648, loss_cls: 1.2352, loss: 1.2352, grad_norm: 6.4935 2021-02-06 17:28:03,222 - mmaction - INFO - Epoch [68][80/3757] lr: 1.000e-03, eta: 1 day, 9:41:33, time: 0.440, data_time: 0.002, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8859, loss_cls: 1.1347, loss: 1.1347, grad_norm: 6.1914 2021-02-06 17:28:12,043 - mmaction - INFO - Epoch [68][100/3757] lr: 1.000e-03, eta: 1 day, 9:41:06, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1377, loss: 1.1377, grad_norm: 6.3962 2021-02-06 17:28:20,854 - mmaction - INFO - Epoch [68][120/3757] lr: 1.000e-03, eta: 1 day, 9:40:38, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8758, loss_cls: 1.2108, loss: 1.2108, grad_norm: 6.4721 2021-02-06 17:28:29,744 - mmaction - INFO - Epoch [68][140/3757] lr: 1.000e-03, eta: 1 day, 9:40:11, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2164, loss: 1.2164, grad_norm: 6.5517 2021-02-06 17:28:38,521 - mmaction - INFO - Epoch [68][160/3757] lr: 1.000e-03, eta: 1 day, 9:39:43, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8961, loss_cls: 1.1271, loss: 1.1271, grad_norm: 6.3103 2021-02-06 17:28:47,349 - mmaction - INFO - Epoch [68][180/3757] lr: 1.000e-03, eta: 1 day, 9:39:16, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.2065, loss: 1.2065, grad_norm: 6.2993 2021-02-06 17:28:56,205 - mmaction - INFO - Epoch [68][200/3757] lr: 1.000e-03, eta: 1 day, 9:38:48, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.1993, loss: 1.1993, grad_norm: 6.4355 2021-02-06 17:29:05,037 - mmaction - INFO - Epoch [68][220/3757] lr: 1.000e-03, eta: 1 day, 9:38:21, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8984, loss_cls: 1.0970, loss: 1.0970, grad_norm: 6.2244 2021-02-06 17:29:13,928 - mmaction - INFO - Epoch [68][240/3757] lr: 1.000e-03, eta: 1 day, 9:37:54, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8852, loss_cls: 1.1370, loss: 1.1370, grad_norm: 6.3373 2021-02-06 17:29:22,800 - mmaction - INFO - Epoch [68][260/3757] lr: 1.000e-03, eta: 1 day, 9:37:26, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8836, loss_cls: 1.1691, loss: 1.1691, grad_norm: 6.2810 2021-02-06 17:29:31,665 - mmaction - INFO - Epoch [68][280/3757] lr: 1.000e-03, eta: 1 day, 9:36:59, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.1911, loss: 1.1911, grad_norm: 6.2705 2021-02-06 17:29:40,507 - mmaction - INFO - Epoch [68][300/3757] lr: 1.000e-03, eta: 1 day, 9:36:31, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8852, loss_cls: 1.1464, loss: 1.1464, grad_norm: 6.4189 2021-02-06 17:29:49,373 - mmaction - INFO - Epoch [68][320/3757] lr: 1.000e-03, eta: 1 day, 9:36:04, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1348, loss: 1.1348, grad_norm: 6.2557 2021-02-06 17:29:58,202 - mmaction - INFO - Epoch [68][340/3757] lr: 1.000e-03, eta: 1 day, 9:35:37, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1030, loss: 1.1030, grad_norm: 6.2458 2021-02-06 17:30:07,058 - mmaction - INFO - Epoch [68][360/3757] lr: 1.000e-03, eta: 1 day, 9:35:09, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8805, loss_cls: 1.1307, loss: 1.1307, grad_norm: 6.0408 2021-02-06 17:30:15,891 - mmaction - INFO - Epoch [68][380/3757] lr: 1.000e-03, eta: 1 day, 9:34:42, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9023, loss_cls: 1.0681, loss: 1.0681, grad_norm: 6.2216 2021-02-06 17:30:24,773 - mmaction - INFO - Epoch [68][400/3757] lr: 1.000e-03, eta: 1 day, 9:34:15, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.1353, loss: 1.1353, grad_norm: 6.2959 2021-02-06 17:30:33,676 - mmaction - INFO - Epoch [68][420/3757] lr: 1.000e-03, eta: 1 day, 9:33:47, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8867, loss_cls: 1.1861, loss: 1.1861, grad_norm: 6.7225 2021-02-06 17:30:42,545 - mmaction - INFO - Epoch [68][440/3757] lr: 1.000e-03, eta: 1 day, 9:33:20, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8992, loss_cls: 1.1036, loss: 1.1036, grad_norm: 6.2474 2021-02-06 17:30:51,432 - mmaction - INFO - Epoch [68][460/3757] lr: 1.000e-03, eta: 1 day, 9:32:53, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8883, loss_cls: 1.1567, loss: 1.1567, grad_norm: 6.3819 2021-02-06 17:31:00,324 - mmaction - INFO - Epoch [68][480/3757] lr: 1.000e-03, eta: 1 day, 9:32:25, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8828, loss_cls: 1.1697, loss: 1.1697, grad_norm: 6.2517 2021-02-06 17:31:09,182 - mmaction - INFO - Epoch [68][500/3757] lr: 1.000e-03, eta: 1 day, 9:31:58, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8836, loss_cls: 1.1056, loss: 1.1056, grad_norm: 6.0246 2021-02-06 17:31:18,036 - mmaction - INFO - Epoch [68][520/3757] lr: 1.000e-03, eta: 1 day, 9:31:31, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8836, loss_cls: 1.1364, loss: 1.1364, grad_norm: 6.4647 2021-02-06 17:31:26,908 - mmaction - INFO - Epoch [68][540/3757] lr: 1.000e-03, eta: 1 day, 9:31:03, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8789, loss_cls: 1.1772, loss: 1.1772, grad_norm: 6.2441 2021-02-06 17:31:35,797 - mmaction - INFO - Epoch [68][560/3757] lr: 1.000e-03, eta: 1 day, 9:30:36, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8867, loss_cls: 1.1612, loss: 1.1612, grad_norm: 6.5957 2021-02-06 17:31:44,718 - mmaction - INFO - Epoch [68][580/3757] lr: 1.000e-03, eta: 1 day, 9:30:09, time: 0.447, data_time: 0.002, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8758, loss_cls: 1.1764, loss: 1.1764, grad_norm: 6.3269 2021-02-06 17:31:53,535 - mmaction - INFO - Epoch [68][600/3757] lr: 1.000e-03, eta: 1 day, 9:29:41, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2305, loss: 1.2305, grad_norm: 6.4359 2021-02-06 17:32:02,439 - mmaction - INFO - Epoch [68][620/3757] lr: 1.000e-03, eta: 1 day, 9:29:14, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8680, loss_cls: 1.2385, loss: 1.2385, grad_norm: 6.4912 2021-02-06 17:32:11,359 - mmaction - INFO - Epoch [68][640/3757] lr: 1.000e-03, eta: 1 day, 9:28:47, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.1631, loss: 1.1631, grad_norm: 6.3480 2021-02-06 17:32:29,294 - mmaction - INFO - Epoch [68][660/3757] lr: 1.000e-03, eta: 1 day, 9:28:26, time: 0.897, data_time: 0.089, memory: 7141, top1_acc: 0.7250, top5_acc: 0.9008, loss_cls: 1.1001, loss: 1.1001, grad_norm: 6.0832 2021-02-06 17:32:56,329 - mmaction - INFO - Epoch [68][680/3757] lr: 1.000e-03, eta: 1 day, 9:28:12, time: 1.352, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8945, loss_cls: 1.1314, loss: 1.1314, grad_norm: 6.1534 2021-02-06 17:33:05,231 - mmaction - INFO - Epoch [68][700/3757] lr: 1.000e-03, eta: 1 day, 9:27:45, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8891, loss_cls: 1.1368, loss: 1.1368, grad_norm: 6.3345 2021-02-06 17:33:27,089 - mmaction - INFO - Epoch [68][720/3757] lr: 1.000e-03, eta: 1 day, 9:27:27, time: 1.093, data_time: 0.643, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8812, loss_cls: 1.1319, loss: 1.1319, grad_norm: 6.1746 2021-02-06 17:34:12,487 - mmaction - INFO - Epoch [68][740/3757] lr: 1.000e-03, eta: 1 day, 9:27:26, time: 2.270, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8750, loss_cls: 1.1554, loss: 1.1554, grad_norm: 6.2541 2021-02-06 17:34:35,228 - mmaction - INFO - Epoch [68][760/3757] lr: 1.000e-03, eta: 1 day, 9:27:09, time: 1.137, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8977, loss_cls: 1.0612, loss: 1.0612, grad_norm: 6.1772 2021-02-06 17:36:01,681 - mmaction - INFO - Epoch [68][780/3757] lr: 1.000e-03, eta: 1 day, 9:27:38, time: 4.322, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8992, loss_cls: 1.0650, loss: 1.0650, grad_norm: 6.4055 2021-02-06 17:37:21,253 - mmaction - INFO - Epoch [68][800/3757] lr: 1.000e-03, eta: 1 day, 9:28:02, time: 3.979, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.9000, loss_cls: 1.1143, loss: 1.1143, grad_norm: 6.4148 2021-02-06 17:38:16,362 - mmaction - INFO - Epoch [68][820/3757] lr: 1.000e-03, eta: 1 day, 9:28:08, time: 2.754, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8914, loss_cls: 1.0748, loss: 1.0748, grad_norm: 6.1453 2021-02-06 17:39:28,958 - mmaction - INFO - Epoch [68][840/3757] lr: 1.000e-03, eta: 1 day, 9:28:27, time: 3.630, data_time: 1.921, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9016, loss_cls: 1.0905, loss: 1.0905, grad_norm: 6.5660 2021-02-06 17:41:01,978 - mmaction - INFO - Epoch [68][860/3757] lr: 1.000e-03, eta: 1 day, 9:29:00, time: 4.651, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8797, loss_cls: 1.1768, loss: 1.1768, grad_norm: 6.3426 2021-02-06 17:41:47,473 - mmaction - INFO - Epoch [68][880/3757] lr: 1.000e-03, eta: 1 day, 9:29:00, time: 2.275, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8836, loss_cls: 1.1829, loss: 1.1829, grad_norm: 6.1891 2021-02-06 17:42:43,543 - mmaction - INFO - Epoch [68][900/3757] lr: 1.000e-03, eta: 1 day, 9:29:06, time: 2.804, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1522, loss: 1.1522, grad_norm: 6.4205 2021-02-06 17:43:41,248 - mmaction - INFO - Epoch [68][920/3757] lr: 1.000e-03, eta: 1 day, 9:29:14, time: 2.884, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.9016, loss_cls: 1.0967, loss: 1.0967, grad_norm: 6.1958 2021-02-06 17:45:24,038 - mmaction - INFO - Epoch [68][940/3757] lr: 1.000e-03, eta: 1 day, 9:29:55, time: 5.140, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1378, loss: 1.1378, grad_norm: 6.5538 2021-02-06 17:46:14,062 - mmaction - INFO - Epoch [68][960/3757] lr: 1.000e-03, eta: 1 day, 9:29:58, time: 2.502, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8789, loss_cls: 1.1641, loss: 1.1641, grad_norm: 6.1589 2021-02-06 17:46:54,343 - mmaction - INFO - Epoch [68][980/3757] lr: 1.000e-03, eta: 1 day, 9:29:53, time: 2.014, data_time: 0.147, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8898, loss_cls: 1.1089, loss: 1.1089, grad_norm: 6.2193 2021-02-06 17:47:57,566 - mmaction - INFO - Epoch [68][1000/3757] lr: 1.000e-03, eta: 1 day, 9:30:05, time: 3.160, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8867, loss_cls: 1.1512, loss: 1.1512, grad_norm: 6.2754 2021-02-06 17:48:58,684 - mmaction - INFO - Epoch [68][1020/3757] lr: 1.000e-03, eta: 1 day, 9:30:15, time: 3.057, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8930, loss_cls: 1.1306, loss: 1.1306, grad_norm: 6.3342 2021-02-06 17:49:41,587 - mmaction - INFO - Epoch [68][1040/3757] lr: 1.000e-03, eta: 1 day, 9:30:12, time: 2.145, data_time: 1.166, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1576, loss: 1.1576, grad_norm: 6.3204 2021-02-06 17:50:42,475 - mmaction - INFO - Epoch [68][1060/3757] lr: 1.000e-03, eta: 1 day, 9:30:23, time: 3.044, data_time: 0.000, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8844, loss_cls: 1.1849, loss: 1.1849, grad_norm: 6.4340 2021-02-06 17:51:51,124 - mmaction - INFO - Epoch [68][1080/3757] lr: 1.000e-03, eta: 1 day, 9:30:38, time: 3.433, data_time: 2.020, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.1277, loss: 1.1277, grad_norm: 6.2431 2021-02-06 17:53:23,481 - mmaction - INFO - Epoch [68][1100/3757] lr: 1.000e-03, eta: 1 day, 9:31:11, time: 4.618, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8812, loss_cls: 1.1887, loss: 1.1887, grad_norm: 6.6509 2021-02-06 17:54:34,342 - mmaction - INFO - Epoch [68][1120/3757] lr: 1.000e-03, eta: 1 day, 9:31:29, time: 3.543, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8859, loss_cls: 1.1188, loss: 1.1188, grad_norm: 6.3141 2021-02-06 17:55:40,733 - mmaction - INFO - Epoch [68][1140/3757] lr: 1.000e-03, eta: 1 day, 9:31:43, time: 3.320, data_time: 0.231, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8594, loss_cls: 1.2140, loss: 1.2140, grad_norm: 6.4159 2021-02-06 17:56:39,425 - mmaction - INFO - Epoch [68][1160/3757] lr: 1.000e-03, eta: 1 day, 9:31:51, time: 2.935, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8984, loss_cls: 1.0552, loss: 1.0552, grad_norm: 6.1864 2021-02-06 17:57:47,261 - mmaction - INFO - Epoch [68][1180/3757] lr: 1.000e-03, eta: 1 day, 9:32:06, time: 3.392, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8773, loss_cls: 1.1736, loss: 1.1736, grad_norm: 6.3147 2021-02-06 17:58:57,588 - mmaction - INFO - Epoch [68][1200/3757] lr: 1.000e-03, eta: 1 day, 9:32:23, time: 3.516, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.2010, loss: 1.2010, grad_norm: 6.3331 2021-02-06 17:59:58,138 - mmaction - INFO - Epoch [68][1220/3757] lr: 1.000e-03, eta: 1 day, 9:32:33, time: 3.026, data_time: 0.904, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8844, loss_cls: 1.1283, loss: 1.1283, grad_norm: 6.3153 2021-02-06 18:00:17,314 - mmaction - INFO - Epoch [68][1240/3757] lr: 1.000e-03, eta: 1 day, 9:32:13, time: 0.959, data_time: 0.002, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8805, loss_cls: 1.1400, loss: 1.1400, grad_norm: 6.3697 2021-02-06 18:01:34,988 - mmaction - INFO - Epoch [68][1260/3757] lr: 1.000e-03, eta: 1 day, 9:32:35, time: 3.885, data_time: 0.002, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8875, loss_cls: 1.1557, loss: 1.1557, grad_norm: 6.1941 2021-02-06 18:02:01,972 - mmaction - INFO - Epoch [68][1280/3757] lr: 1.000e-03, eta: 1 day, 9:32:21, time: 1.348, data_time: 0.905, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8945, loss_cls: 1.1254, loss: 1.1254, grad_norm: 6.4266 2021-02-06 18:02:42,819 - mmaction - INFO - Epoch [68][1300/3757] lr: 1.000e-03, eta: 1 day, 9:32:16, time: 2.042, data_time: 0.978, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1629, loss: 1.1629, grad_norm: 6.3986 2021-02-06 18:04:21,194 - mmaction - INFO - Epoch [68][1320/3757] lr: 1.000e-03, eta: 1 day, 9:32:53, time: 4.907, data_time: 0.002, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8711, loss_cls: 1.2433, loss: 1.2433, grad_norm: 6.5536 2021-02-06 18:04:55,087 - mmaction - INFO - Epoch [68][1340/3757] lr: 1.000e-03, eta: 1 day, 9:32:44, time: 1.707, data_time: 1.254, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8719, loss_cls: 1.2294, loss: 1.2294, grad_norm: 6.4352 2021-02-06 18:05:03,877 - mmaction - INFO - Epoch [68][1360/3757] lr: 1.000e-03, eta: 1 day, 9:32:16, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.1590, loss: 1.1590, grad_norm: 6.5379 2021-02-06 18:05:21,192 - mmaction - INFO - Epoch [68][1380/3757] lr: 1.000e-03, eta: 1 day, 9:31:55, time: 0.866, data_time: 0.002, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8797, loss_cls: 1.1365, loss: 1.1365, grad_norm: 6.0650 2021-02-06 18:06:31,470 - mmaction - INFO - Epoch [68][1400/3757] lr: 1.000e-03, eta: 1 day, 9:32:11, time: 3.514, data_time: 2.337, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8914, loss_cls: 1.1287, loss: 1.1287, grad_norm: 6.2849 2021-02-06 18:07:38,497 - mmaction - INFO - Epoch [68][1420/3757] lr: 1.000e-03, eta: 1 day, 9:32:26, time: 3.351, data_time: 2.899, memory: 7141, top1_acc: 0.6867, top5_acc: 0.8828, loss_cls: 1.2423, loss: 1.2423, grad_norm: 6.4395 2021-02-06 18:08:40,685 - mmaction - INFO - Epoch [68][1440/3757] lr: 1.000e-03, eta: 1 day, 9:32:37, time: 3.109, data_time: 0.834, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8922, loss_cls: 1.1380, loss: 1.1380, grad_norm: 6.2310 2021-02-06 18:09:09,776 - mmaction - INFO - Epoch [68][1460/3757] lr: 1.000e-03, eta: 1 day, 9:32:24, time: 1.455, data_time: 1.014, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8930, loss_cls: 1.1002, loss: 1.1002, grad_norm: 6.0802 2021-02-06 18:09:44,381 - mmaction - INFO - Epoch [68][1480/3757] lr: 1.000e-03, eta: 1 day, 9:32:15, time: 1.730, data_time: 1.289, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8727, loss_cls: 1.1953, loss: 1.1953, grad_norm: 6.4006 2021-02-06 18:09:53,208 - mmaction - INFO - Epoch [68][1500/3757] lr: 1.000e-03, eta: 1 day, 9:31:47, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.1988, loss: 1.1988, grad_norm: 6.5714 2021-02-06 18:11:06,334 - mmaction - INFO - Epoch [68][1520/3757] lr: 1.000e-03, eta: 1 day, 9:32:06, time: 3.656, data_time: 2.542, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.0793, loss: 1.0793, grad_norm: 6.1079 2021-02-06 18:11:53,375 - mmaction - INFO - Epoch [68][1540/3757] lr: 1.000e-03, eta: 1 day, 9:32:06, time: 2.352, data_time: 1.071, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1627, loss: 1.1627, grad_norm: 6.2839 2021-02-06 18:12:38,635 - mmaction - INFO - Epoch [68][1560/3757] lr: 1.000e-03, eta: 1 day, 9:32:04, time: 2.263, data_time: 1.053, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8930, loss_cls: 1.1575, loss: 1.1575, grad_norm: 6.5075 2021-02-06 18:12:47,415 - mmaction - INFO - Epoch [68][1580/3757] lr: 1.000e-03, eta: 1 day, 9:31:37, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8727, loss_cls: 1.2486, loss: 1.2486, grad_norm: 6.5089 2021-02-06 18:12:56,194 - mmaction - INFO - Epoch [68][1600/3757] lr: 1.000e-03, eta: 1 day, 9:31:09, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.0833, loss: 1.0833, grad_norm: 6.2031 2021-02-06 18:13:04,997 - mmaction - INFO - Epoch [68][1620/3757] lr: 1.000e-03, eta: 1 day, 9:30:42, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8766, loss_cls: 1.1863, loss: 1.1863, grad_norm: 6.5490 2021-02-06 18:13:13,838 - mmaction - INFO - Epoch [68][1640/3757] lr: 1.000e-03, eta: 1 day, 9:30:14, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8781, loss_cls: 1.2676, loss: 1.2676, grad_norm: 6.6022 2021-02-06 18:13:43,412 - mmaction - INFO - Epoch [68][1660/3757] lr: 1.000e-03, eta: 1 day, 9:30:01, time: 1.478, data_time: 0.000, memory: 7141, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.2720, loss: 1.2720, grad_norm: 6.6352 2021-02-06 18:14:13,203 - mmaction - INFO - Epoch [68][1680/3757] lr: 1.000e-03, eta: 1 day, 9:29:49, time: 1.488, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1699, loss: 1.1699, grad_norm: 6.3260 2021-02-06 18:14:41,660 - mmaction - INFO - Epoch [68][1700/3757] lr: 1.000e-03, eta: 1 day, 9:29:35, time: 1.424, data_time: 0.002, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8883, loss_cls: 1.1706, loss: 1.1706, grad_norm: 6.2786 2021-02-06 18:15:12,139 - mmaction - INFO - Epoch [68][1720/3757] lr: 1.000e-03, eta: 1 day, 9:29:23, time: 1.524, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8891, loss_cls: 1.1977, loss: 1.1977, grad_norm: 6.5795 2021-02-06 18:16:21,526 - mmaction - INFO - Epoch [68][1740/3757] lr: 1.000e-03, eta: 1 day, 9:29:39, time: 3.469, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8750, loss_cls: 1.1640, loss: 1.1640, grad_norm: 6.3230 2021-02-06 18:16:30,318 - mmaction - INFO - Epoch [68][1760/3757] lr: 1.000e-03, eta: 1 day, 9:29:12, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8938, loss_cls: 1.1186, loss: 1.1186, grad_norm: 6.2924 2021-02-06 18:17:25,162 - mmaction - INFO - Epoch [68][1780/3757] lr: 1.000e-03, eta: 1 day, 9:29:17, time: 2.743, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8859, loss_cls: 1.1626, loss: 1.1626, grad_norm: 6.3995 2021-02-06 18:17:33,978 - mmaction - INFO - Epoch [68][1800/3757] lr: 1.000e-03, eta: 1 day, 9:28:49, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8922, loss_cls: 1.1273, loss: 1.1273, grad_norm: 6.3649 2021-02-06 18:18:00,328 - mmaction - INFO - Epoch [68][1820/3757] lr: 1.000e-03, eta: 1 day, 9:28:34, time: 1.317, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8695, loss_cls: 1.2366, loss: 1.2366, grad_norm: 6.4654 2021-02-06 18:18:46,534 - mmaction - INFO - Epoch [68][1840/3757] lr: 1.000e-03, eta: 1 day, 9:28:34, time: 2.311, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8859, loss_cls: 1.1919, loss: 1.1919, grad_norm: 6.5305 2021-02-06 18:19:29,437 - mmaction - INFO - Epoch [68][1860/3757] lr: 1.000e-03, eta: 1 day, 9:28:30, time: 2.145, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8938, loss_cls: 1.1603, loss: 1.1603, grad_norm: 6.5039 2021-02-06 18:20:06,744 - mmaction - INFO - Epoch [68][1880/3757] lr: 1.000e-03, eta: 1 day, 9:28:23, time: 1.864, data_time: 1.417, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.2013, loss: 1.2013, grad_norm: 6.4738 2021-02-06 18:21:15,038 - mmaction - INFO - Epoch [68][1900/3757] lr: 1.000e-03, eta: 1 day, 9:28:38, time: 3.415, data_time: 0.002, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8898, loss_cls: 1.1137, loss: 1.1137, grad_norm: 6.2359 2021-02-06 18:22:47,337 - mmaction - INFO - Epoch [68][1920/3757] lr: 1.000e-03, eta: 1 day, 9:29:10, time: 4.615, data_time: 0.584, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8984, loss_cls: 1.1288, loss: 1.1288, grad_norm: 6.4294 2021-02-06 18:22:56,141 - mmaction - INFO - Epoch [68][1940/3757] lr: 1.000e-03, eta: 1 day, 9:28:43, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8906, loss_cls: 1.1617, loss: 1.1617, grad_norm: 6.3199 2021-02-06 18:23:47,481 - mmaction - INFO - Epoch [68][1960/3757] lr: 1.000e-03, eta: 1 day, 9:28:46, time: 2.568, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1635, loss: 1.1635, grad_norm: 6.3588 2021-02-06 18:24:47,601 - mmaction - INFO - Epoch [68][1980/3757] lr: 1.000e-03, eta: 1 day, 9:28:55, time: 3.005, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8805, loss_cls: 1.1382, loss: 1.1382, grad_norm: 6.3508 2021-02-06 18:25:20,373 - mmaction - INFO - Epoch [68][2000/3757] lr: 1.000e-03, eta: 1 day, 9:28:44, time: 1.639, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8648, loss_cls: 1.2395, loss: 1.2395, grad_norm: 6.5609 2021-02-06 18:26:29,243 - mmaction - INFO - Epoch [68][2020/3757] lr: 1.000e-03, eta: 1 day, 9:28:59, time: 3.443, data_time: 0.000, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2380, loss: 1.2380, grad_norm: 6.5407 2021-02-06 18:26:59,377 - mmaction - INFO - Epoch [68][2040/3757] lr: 1.000e-03, eta: 1 day, 9:28:47, time: 1.507, data_time: 1.058, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8922, loss_cls: 1.1538, loss: 1.1538, grad_norm: 6.3591 2021-02-06 18:27:17,928 - mmaction - INFO - Epoch [68][2060/3757] lr: 1.000e-03, eta: 1 day, 9:28:26, time: 0.928, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.1625, loss: 1.1625, grad_norm: 6.3084 2021-02-06 18:28:12,909 - mmaction - INFO - Epoch [68][2080/3757] lr: 1.000e-03, eta: 1 day, 9:28:32, time: 2.749, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8812, loss_cls: 1.1667, loss: 1.1667, grad_norm: 6.4282 2021-02-06 18:28:28,649 - mmaction - INFO - Epoch [68][2100/3757] lr: 1.000e-03, eta: 1 day, 9:28:09, time: 0.787, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8859, loss_cls: 1.1145, loss: 1.1145, grad_norm: 6.3300 2021-02-06 18:28:37,449 - mmaction - INFO - Epoch [68][2120/3757] lr: 1.000e-03, eta: 1 day, 9:27:41, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8828, loss_cls: 1.1928, loss: 1.1928, grad_norm: 6.3225 2021-02-06 18:29:50,919 - mmaction - INFO - Epoch [68][2140/3757] lr: 1.000e-03, eta: 1 day, 9:28:00, time: 3.674, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1115, loss: 1.1115, grad_norm: 6.0694 2021-02-06 18:30:58,496 - mmaction - INFO - Epoch [68][2160/3757] lr: 1.000e-03, eta: 1 day, 9:28:14, time: 3.379, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8875, loss_cls: 1.1654, loss: 1.1654, grad_norm: 6.4671 2021-02-06 18:31:07,291 - mmaction - INFO - Epoch [68][2180/3757] lr: 1.000e-03, eta: 1 day, 9:27:46, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.1634, loss: 1.1634, grad_norm: 6.4523 2021-02-06 18:32:12,782 - mmaction - INFO - Epoch [68][2200/3757] lr: 1.000e-03, eta: 1 day, 9:27:59, time: 3.275, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8945, loss_cls: 1.1154, loss: 1.1154, grad_norm: 6.3462 2021-02-06 18:33:20,907 - mmaction - INFO - Epoch [68][2220/3757] lr: 1.000e-03, eta: 1 day, 9:28:14, time: 3.406, data_time: 1.178, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8750, loss_cls: 1.1997, loss: 1.1997, grad_norm: 6.5291 2021-02-06 18:34:09,226 - mmaction - INFO - Epoch [68][2240/3757] lr: 1.000e-03, eta: 1 day, 9:28:14, time: 2.416, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8883, loss_cls: 1.0993, loss: 1.0993, grad_norm: 6.1142 2021-02-06 18:35:48,769 - mmaction - INFO - Epoch [68][2260/3757] lr: 1.000e-03, eta: 1 day, 9:28:51, time: 4.977, data_time: 4.537, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8961, loss_cls: 1.1338, loss: 1.1338, grad_norm: 6.2882 2021-02-06 18:37:00,019 - mmaction - INFO - Epoch [68][2280/3757] lr: 1.000e-03, eta: 1 day, 9:29:08, time: 3.563, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8805, loss_cls: 1.1766, loss: 1.1766, grad_norm: 6.5044 2021-02-06 18:38:24,923 - mmaction - INFO - Epoch [68][2300/3757] lr: 1.000e-03, eta: 1 day, 9:29:34, time: 4.246, data_time: 1.123, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8703, loss_cls: 1.2419, loss: 1.2419, grad_norm: 6.6272 2021-02-06 18:39:49,064 - mmaction - INFO - Epoch [68][2320/3757] lr: 1.000e-03, eta: 1 day, 9:30:00, time: 4.207, data_time: 2.173, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1508, loss: 1.1508, grad_norm: 6.1361 2021-02-06 18:41:02,789 - mmaction - INFO - Epoch [68][2340/3757] lr: 1.000e-03, eta: 1 day, 9:30:19, time: 3.686, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.2304, loss: 1.2304, grad_norm: 6.5343 2021-02-06 18:41:58,117 - mmaction - INFO - Epoch [68][2360/3757] lr: 1.000e-03, eta: 1 day, 9:30:24, time: 2.767, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.2186, loss: 1.2186, grad_norm: 6.4703 2021-02-06 18:42:06,891 - mmaction - INFO - Epoch [68][2380/3757] lr: 1.000e-03, eta: 1 day, 9:29:56, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1617, loss: 1.1617, grad_norm: 6.2654 2021-02-06 18:42:55,434 - mmaction - INFO - Epoch [68][2400/3757] lr: 1.000e-03, eta: 1 day, 9:29:57, time: 2.427, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8711, loss_cls: 1.2211, loss: 1.2211, grad_norm: 6.5151 2021-02-06 18:43:25,700 - mmaction - INFO - Epoch [68][2420/3757] lr: 1.000e-03, eta: 1 day, 9:29:44, time: 1.513, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1216, loss: 1.1216, grad_norm: 6.2691 2021-02-06 18:44:31,127 - mmaction - INFO - Epoch [68][2440/3757] lr: 1.000e-03, eta: 1 day, 9:29:57, time: 3.271, data_time: 2.017, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9023, loss_cls: 1.0960, loss: 1.0960, grad_norm: 6.3391 2021-02-06 18:45:50,368 - mmaction - INFO - Epoch [68][2460/3757] lr: 1.000e-03, eta: 1 day, 9:30:19, time: 3.962, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.1725, loss: 1.1725, grad_norm: 6.3842 2021-02-06 18:47:23,708 - mmaction - INFO - Epoch [68][2480/3757] lr: 1.000e-03, eta: 1 day, 9:30:51, time: 4.667, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8945, loss_cls: 1.1095, loss: 1.1095, grad_norm: 6.2774 2021-02-06 18:48:52,817 - mmaction - INFO - Epoch [68][2500/3757] lr: 1.000e-03, eta: 1 day, 9:31:20, time: 4.456, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8953, loss_cls: 1.1090, loss: 1.1090, grad_norm: 6.1396 2021-02-06 18:50:10,446 - mmaction - INFO - Epoch [68][2520/3757] lr: 1.000e-03, eta: 1 day, 9:31:41, time: 3.881, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1414, loss: 1.1414, grad_norm: 6.4753 2021-02-06 18:51:54,030 - mmaction - INFO - Epoch [68][2540/3757] lr: 1.000e-03, eta: 1 day, 9:32:21, time: 5.180, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1487, loss: 1.1487, grad_norm: 6.4213 2021-02-06 18:52:52,208 - mmaction - INFO - Epoch [68][2560/3757] lr: 1.000e-03, eta: 1 day, 9:32:28, time: 2.908, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8758, loss_cls: 1.2146, loss: 1.2146, grad_norm: 6.3689 2021-02-06 18:54:42,714 - mmaction - INFO - Epoch [68][2580/3757] lr: 1.000e-03, eta: 1 day, 9:33:12, time: 5.526, data_time: 0.002, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8867, loss_cls: 1.1804, loss: 1.1804, grad_norm: 6.3927 2021-02-06 18:56:30,182 - mmaction - INFO - Epoch [68][2600/3757] lr: 1.000e-03, eta: 1 day, 9:33:54, time: 5.373, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1560, loss: 1.1560, grad_norm: 6.2966 2021-02-06 18:58:22,974 - mmaction - INFO - Epoch [68][2620/3757] lr: 1.000e-03, eta: 1 day, 9:34:40, time: 5.640, data_time: 0.002, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1612, loss: 1.1612, grad_norm: 6.3405 2021-02-06 19:00:28,509 - mmaction - INFO - Epoch [68][2640/3757] lr: 1.000e-03, eta: 1 day, 9:35:35, time: 6.277, data_time: 4.520, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8742, loss_cls: 1.1997, loss: 1.1997, grad_norm: 6.5810 2021-02-06 19:01:50,963 - mmaction - INFO - Epoch [68][2660/3757] lr: 1.000e-03, eta: 1 day, 9:35:59, time: 4.123, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8836, loss_cls: 1.2031, loss: 1.2031, grad_norm: 6.5762 2021-02-06 19:03:25,073 - mmaction - INFO - Epoch [68][2680/3757] lr: 1.000e-03, eta: 1 day, 9:36:31, time: 4.705, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9008, loss_cls: 1.0899, loss: 1.0899, grad_norm: 6.1616 2021-02-06 19:05:20,020 - mmaction - INFO - Epoch [68][2700/3757] lr: 1.000e-03, eta: 1 day, 9:37:18, time: 5.747, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1131, loss: 1.1131, grad_norm: 6.4974 2021-02-06 19:06:27,541 - mmaction - INFO - Epoch [68][2720/3757] lr: 1.000e-03, eta: 1 day, 9:37:32, time: 3.377, data_time: 0.002, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8641, loss_cls: 1.2137, loss: 1.2137, grad_norm: 6.3896 2021-02-06 19:07:22,360 - mmaction - INFO - Epoch [68][2740/3757] lr: 1.000e-03, eta: 1 day, 9:37:37, time: 2.741, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8820, loss_cls: 1.1741, loss: 1.1741, grad_norm: 6.3094 2021-02-06 19:08:39,282 - mmaction - INFO - Epoch [68][2760/3757] lr: 1.000e-03, eta: 1 day, 9:37:57, time: 3.847, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8742, loss_cls: 1.2326, loss: 1.2326, grad_norm: 6.5205 2021-02-06 19:10:06,119 - mmaction - INFO - Epoch [68][2780/3757] lr: 1.000e-03, eta: 1 day, 9:38:24, time: 4.342, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8773, loss_cls: 1.2067, loss: 1.2067, grad_norm: 6.3949 2021-02-06 19:11:28,934 - mmaction - INFO - Epoch [68][2800/3757] lr: 1.000e-03, eta: 1 day, 9:38:48, time: 4.141, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8898, loss_cls: 1.0672, loss: 1.0672, grad_norm: 6.1947 2021-02-06 19:13:50,186 - mmaction - INFO - Epoch [68][2820/3757] lr: 1.000e-03, eta: 1 day, 9:39:54, time: 7.063, data_time: 1.549, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8898, loss_cls: 1.1939, loss: 1.1939, grad_norm: 6.5871 2021-02-06 19:15:38,940 - mmaction - INFO - Epoch [68][2840/3757] lr: 1.000e-03, eta: 1 day, 9:40:36, time: 5.438, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8953, loss_cls: 1.1465, loss: 1.1465, grad_norm: 6.3270 2021-02-06 19:17:16,028 - mmaction - INFO - Epoch [68][2860/3757] lr: 1.000e-03, eta: 1 day, 9:41:11, time: 4.854, data_time: 0.000, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.1485, loss: 1.1485, grad_norm: 6.3859 2021-02-06 19:18:57,539 - mmaction - INFO - Epoch [68][2880/3757] lr: 1.000e-03, eta: 1 day, 9:41:48, time: 5.076, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8859, loss_cls: 1.1386, loss: 1.1386, grad_norm: 6.4670 2021-02-06 19:20:44,038 - mmaction - INFO - Epoch [68][2900/3757] lr: 1.000e-03, eta: 1 day, 9:42:29, time: 5.324, data_time: 2.645, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8930, loss_cls: 1.0881, loss: 1.0881, grad_norm: 6.0565 2021-02-06 19:23:02,325 - mmaction - INFO - Epoch [68][2920/3757] lr: 1.000e-03, eta: 1 day, 9:43:32, time: 6.915, data_time: 1.221, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1654, loss: 1.1654, grad_norm: 6.3879 2021-02-06 19:23:53,968 - mmaction - INFO - Epoch [68][2940/3757] lr: 1.000e-03, eta: 1 day, 9:43:34, time: 2.582, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8742, loss_cls: 1.2051, loss: 1.2051, grad_norm: 6.5514 2021-02-06 19:25:57,730 - mmaction - INFO - Epoch [68][2960/3757] lr: 1.000e-03, eta: 1 day, 9:44:27, time: 6.188, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8773, loss_cls: 1.2024, loss: 1.2024, grad_norm: 6.5031 2021-02-06 19:27:33,181 - mmaction - INFO - Epoch [68][2980/3757] lr: 1.000e-03, eta: 1 day, 9:45:00, time: 4.773, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8953, loss_cls: 1.0733, loss: 1.0733, grad_norm: 6.3095 2021-02-06 19:30:10,940 - mmaction - INFO - Epoch [68][3000/3757] lr: 1.000e-03, eta: 1 day, 9:46:17, time: 7.889, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8828, loss_cls: 1.2076, loss: 1.2076, grad_norm: 6.3349 2021-02-06 19:31:48,454 - mmaction - INFO - Epoch [68][3020/3757] lr: 1.000e-03, eta: 1 day, 9:46:51, time: 4.875, data_time: 4.429, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8930, loss_cls: 1.1244, loss: 1.1244, grad_norm: 6.2841 2021-02-06 19:32:01,197 - mmaction - INFO - Epoch [68][3040/3757] lr: 1.000e-03, eta: 1 day, 9:46:26, time: 0.637, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8805, loss_cls: 1.1870, loss: 1.1870, grad_norm: 6.2471 2021-02-06 19:33:32,002 - mmaction - INFO - Epoch [68][3060/3757] lr: 1.000e-03, eta: 1 day, 9:46:55, time: 4.540, data_time: 1.410, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8594, loss_cls: 1.2842, loss: 1.2842, grad_norm: 6.7720 2021-02-06 19:36:10,497 - mmaction - INFO - Epoch [68][3080/3757] lr: 1.000e-03, eta: 1 day, 9:48:12, time: 7.924, data_time: 0.000, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8867, loss_cls: 1.1943, loss: 1.1943, grad_norm: 6.4119 2021-02-06 19:37:58,560 - mmaction - INFO - Epoch [68][3100/3757] lr: 1.000e-03, eta: 1 day, 9:48:54, time: 5.404, data_time: 1.432, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.1351, loss: 1.1351, grad_norm: 6.2297 2021-02-06 19:40:47,615 - mmaction - INFO - Epoch [68][3120/3757] lr: 1.000e-03, eta: 1 day, 9:50:18, time: 8.453, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.9000, loss_cls: 1.0947, loss: 1.0947, grad_norm: 6.2805 2021-02-06 19:42:39,463 - mmaction - INFO - Epoch [68][3140/3757] lr: 1.000e-03, eta: 1 day, 9:51:03, time: 5.592, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8844, loss_cls: 1.1610, loss: 1.1610, grad_norm: 6.2444 2021-02-06 19:45:02,069 - mmaction - INFO - Epoch [68][3160/3757] lr: 1.000e-03, eta: 1 day, 9:52:08, time: 7.130, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8898, loss_cls: 1.1202, loss: 1.1202, grad_norm: 6.1323 2021-02-06 19:46:46,339 - mmaction - INFO - Epoch [68][3180/3757] lr: 1.000e-03, eta: 1 day, 9:52:47, time: 5.213, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.2068, loss: 1.2068, grad_norm: 6.5588 2021-02-06 19:48:08,883 - mmaction - INFO - Epoch [68][3200/3757] lr: 1.000e-03, eta: 1 day, 9:53:11, time: 4.128, data_time: 0.002, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8953, loss_cls: 1.1165, loss: 1.1165, grad_norm: 6.3110 2021-02-06 19:49:52,171 - mmaction - INFO - Epoch [68][3220/3757] lr: 1.000e-03, eta: 1 day, 9:53:49, time: 5.165, data_time: 0.001, memory: 7141, top1_acc: 0.6859, top5_acc: 0.8805, loss_cls: 1.2326, loss: 1.2326, grad_norm: 6.5059 2021-02-06 19:51:18,433 - mmaction - INFO - Epoch [68][3240/3757] lr: 1.000e-03, eta: 1 day, 9:54:15, time: 4.312, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8828, loss_cls: 1.1697, loss: 1.1697, grad_norm: 6.3743 2021-02-06 19:52:58,573 - mmaction - INFO - Epoch [68][3260/3757] lr: 1.000e-03, eta: 1 day, 9:54:51, time: 5.008, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1257, loss: 1.1257, grad_norm: 6.4573 2021-02-06 19:55:15,828 - mmaction - INFO - Epoch [68][3280/3757] lr: 1.000e-03, eta: 1 day, 9:55:52, time: 6.863, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8750, loss_cls: 1.2256, loss: 1.2256, grad_norm: 6.4868 2021-02-06 19:57:03,431 - mmaction - INFO - Epoch [68][3300/3757] lr: 1.000e-03, eta: 1 day, 9:56:33, time: 5.379, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8852, loss_cls: 1.1796, loss: 1.1796, grad_norm: 6.6289 2021-02-06 19:59:29,227 - mmaction - INFO - Epoch [68][3320/3757] lr: 1.000e-03, eta: 1 day, 9:57:41, time: 7.290, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8859, loss_cls: 1.1532, loss: 1.1532, grad_norm: 6.4199 2021-02-06 20:01:13,380 - mmaction - INFO - Epoch [68][3340/3757] lr: 1.000e-03, eta: 1 day, 9:58:19, time: 5.208, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8898, loss_cls: 1.0855, loss: 1.0855, grad_norm: 5.9755 2021-02-06 20:03:08,101 - mmaction - INFO - Epoch [68][3360/3757] lr: 1.000e-03, eta: 1 day, 9:59:05, time: 5.736, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.1170, loss: 1.1170, grad_norm: 6.4303 2021-02-06 20:05:57,115 - mmaction - INFO - Epoch [68][3380/3757] lr: 1.000e-03, eta: 1 day, 10:00:29, time: 8.450, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.2018, loss: 1.2018, grad_norm: 6.4586 2021-02-06 20:07:20,421 - mmaction - INFO - Epoch [68][3400/3757] lr: 1.000e-03, eta: 1 day, 10:00:53, time: 4.166, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8797, loss_cls: 1.1256, loss: 1.1256, grad_norm: 6.4558 2021-02-06 20:09:31,995 - mmaction - INFO - Epoch [68][3420/3757] lr: 1.000e-03, eta: 1 day, 10:01:50, time: 6.579, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8844, loss_cls: 1.1744, loss: 1.1744, grad_norm: 6.4849 2021-02-06 20:11:18,883 - mmaction - INFO - Epoch [68][3440/3757] lr: 1.000e-03, eta: 1 day, 10:02:30, time: 5.344, data_time: 0.000, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8977, loss_cls: 1.1468, loss: 1.1468, grad_norm: 6.4217 2021-02-06 20:12:27,029 - mmaction - INFO - Epoch [68][3460/3757] lr: 1.000e-03, eta: 1 day, 10:02:43, time: 3.406, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.9016, loss_cls: 1.1033, loss: 1.1033, grad_norm: 6.4427 2021-02-06 20:13:41,475 - mmaction - INFO - Epoch [68][3480/3757] lr: 1.000e-03, eta: 1 day, 10:03:01, time: 3.723, data_time: 3.278, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8625, loss_cls: 1.1868, loss: 1.1868, grad_norm: 6.4462 2021-02-06 20:15:36,598 - mmaction - INFO - Epoch [68][3500/3757] lr: 1.000e-03, eta: 1 day, 10:03:47, time: 5.756, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1481, loss: 1.1481, grad_norm: 6.3443 2021-02-06 20:17:38,133 - mmaction - INFO - Epoch [68][3520/3757] lr: 1.000e-03, eta: 1 day, 10:04:37, time: 6.077, data_time: 0.000, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.2003, loss: 1.2003, grad_norm: 6.5104 2021-02-06 20:19:16,763 - mmaction - INFO - Epoch [68][3540/3757] lr: 1.000e-03, eta: 1 day, 10:05:11, time: 4.931, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1379, loss: 1.1379, grad_norm: 6.2816 2021-02-06 20:19:25,565 - mmaction - INFO - Epoch [68][3560/3757] lr: 1.000e-03, eta: 1 day, 10:04:43, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8820, loss_cls: 1.2237, loss: 1.2237, grad_norm: 6.7183 2021-02-06 20:22:05,787 - mmaction - INFO - Epoch [68][3580/3757] lr: 1.000e-03, eta: 1 day, 10:06:00, time: 8.012, data_time: 1.423, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.1931, loss: 1.1931, grad_norm: 6.4537 2021-02-06 20:24:17,656 - mmaction - INFO - Epoch [68][3600/3757] lr: 1.000e-03, eta: 1 day, 10:06:57, time: 6.594, data_time: 4.008, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8750, loss_cls: 1.1187, loss: 1.1187, grad_norm: 6.1404 2021-02-06 20:27:39,155 - mmaction - INFO - Epoch [68][3620/3757] lr: 1.000e-03, eta: 1 day, 10:08:43, time: 10.075, data_time: 1.441, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8875, loss_cls: 1.1343, loss: 1.1343, grad_norm: 6.4987 2021-02-06 20:29:56,848 - mmaction - INFO - Epoch [68][3640/3757] lr: 1.000e-03, eta: 1 day, 10:09:44, time: 6.885, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8859, loss_cls: 1.1579, loss: 1.1579, grad_norm: 6.4359 2021-02-06 20:32:31,739 - mmaction - INFO - Epoch [68][3660/3757] lr: 1.000e-03, eta: 1 day, 10:10:57, time: 7.744, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8781, loss_cls: 1.1697, loss: 1.1697, grad_norm: 6.5477 2021-02-06 20:35:55,078 - mmaction - INFO - Epoch [68][3680/3757] lr: 1.000e-03, eta: 1 day, 10:12:44, time: 10.167, data_time: 1.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8805, loss_cls: 1.1775, loss: 1.1775, grad_norm: 6.5760 2021-02-06 20:37:26,127 - mmaction - INFO - Epoch [68][3700/3757] lr: 1.000e-03, eta: 1 day, 10:13:13, time: 4.553, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8625, loss_cls: 1.2628, loss: 1.2628, grad_norm: 6.5995 2021-02-06 20:40:10,703 - mmaction - INFO - Epoch [68][3720/3757] lr: 1.000e-03, eta: 1 day, 10:14:33, time: 8.229, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8914, loss_cls: 1.1243, loss: 1.1243, grad_norm: 6.1296 2021-02-06 20:42:43,290 - mmaction - INFO - Epoch [68][3740/3757] lr: 1.000e-03, eta: 1 day, 10:15:44, time: 7.629, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1335, loss: 1.1335, grad_norm: 6.4412 2021-02-06 20:44:44,423 - mmaction - INFO - Saving checkpoint at 68 epochs 2021-02-06 20:45:49,048 - mmaction - INFO - Epoch [69][20/3757] lr: 1.000e-03, eta: 1 day, 10:15:24, time: 3.207, data_time: 2.762, memory: 7141, top1_acc: 0.7141, top5_acc: 0.9031, loss_cls: 1.0963, loss: 1.0963, grad_norm: 6.2372 2021-02-06 20:45:57,873 - mmaction - INFO - Epoch [69][40/3757] lr: 1.000e-03, eta: 1 day, 10:14:56, time: 0.441, data_time: 0.005, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8953, loss_cls: 1.1466, loss: 1.1466, grad_norm: 6.4618 2021-02-06 20:46:06,647 - mmaction - INFO - Epoch [69][60/3757] lr: 1.000e-03, eta: 1 day, 10:14:27, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8836, loss_cls: 1.2398, loss: 1.2398, grad_norm: 6.7564 2021-02-06 20:46:15,429 - mmaction - INFO - Epoch [69][80/3757] lr: 1.000e-03, eta: 1 day, 10:13:58, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8961, loss_cls: 1.0413, loss: 1.0413, grad_norm: 6.1219 2021-02-06 20:46:24,222 - mmaction - INFO - Epoch [69][100/3757] lr: 1.000e-03, eta: 1 day, 10:13:30, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.9000, loss_cls: 1.1305, loss: 1.1305, grad_norm: 6.5267 2021-02-06 20:46:32,977 - mmaction - INFO - Epoch [69][120/3757] lr: 1.000e-03, eta: 1 day, 10:13:01, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.1074, loss: 1.1074, grad_norm: 6.2556 2021-02-06 20:46:41,784 - mmaction - INFO - Epoch [69][140/3757] lr: 1.000e-03, eta: 1 day, 10:12:32, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8852, loss_cls: 1.1957, loss: 1.1957, grad_norm: 6.6473 2021-02-06 20:46:50,652 - mmaction - INFO - Epoch [69][160/3757] lr: 1.000e-03, eta: 1 day, 10:12:04, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8797, loss_cls: 1.1501, loss: 1.1501, grad_norm: 6.0681 2021-02-06 20:46:59,458 - mmaction - INFO - Epoch [69][180/3757] lr: 1.000e-03, eta: 1 day, 10:11:35, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8906, loss_cls: 1.1199, loss: 1.1199, grad_norm: 6.4027 2021-02-06 20:47:08,241 - mmaction - INFO - Epoch [69][200/3757] lr: 1.000e-03, eta: 1 day, 10:11:07, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8883, loss_cls: 1.1260, loss: 1.1260, grad_norm: 6.5043 2021-02-06 20:47:17,053 - mmaction - INFO - Epoch [69][220/3757] lr: 1.000e-03, eta: 1 day, 10:10:38, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8602, loss_cls: 1.2403, loss: 1.2403, grad_norm: 6.5145 2021-02-06 20:47:25,894 - mmaction - INFO - Epoch [69][240/3757] lr: 1.000e-03, eta: 1 day, 10:10:09, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8914, loss_cls: 1.1065, loss: 1.1065, grad_norm: 6.3415 2021-02-06 20:47:34,764 - mmaction - INFO - Epoch [69][260/3757] lr: 1.000e-03, eta: 1 day, 10:09:41, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1305, loss: 1.1305, grad_norm: 6.2824 2021-02-06 20:47:43,570 - mmaction - INFO - Epoch [69][280/3757] lr: 1.000e-03, eta: 1 day, 10:09:12, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8969, loss_cls: 1.1401, loss: 1.1401, grad_norm: 6.2481 2021-02-06 20:47:52,425 - mmaction - INFO - Epoch [69][300/3757] lr: 1.000e-03, eta: 1 day, 10:08:44, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8984, loss_cls: 1.0725, loss: 1.0725, grad_norm: 6.2518 2021-02-06 20:48:01,251 - mmaction - INFO - Epoch [69][320/3757] lr: 1.000e-03, eta: 1 day, 10:08:15, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.2072, loss: 1.2072, grad_norm: 6.5375 2021-02-06 20:48:10,105 - mmaction - INFO - Epoch [69][340/3757] lr: 1.000e-03, eta: 1 day, 10:07:46, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8844, loss_cls: 1.1411, loss: 1.1411, grad_norm: 6.2771 2021-02-06 20:48:18,939 - mmaction - INFO - Epoch [69][360/3757] lr: 1.000e-03, eta: 1 day, 10:07:18, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8914, loss_cls: 1.0738, loss: 1.0738, grad_norm: 6.0527 2021-02-06 20:48:27,764 - mmaction - INFO - Epoch [69][380/3757] lr: 1.000e-03, eta: 1 day, 10:06:49, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8977, loss_cls: 1.0908, loss: 1.0908, grad_norm: 6.4096 2021-02-06 20:48:36,590 - mmaction - INFO - Epoch [69][400/3757] lr: 1.000e-03, eta: 1 day, 10:06:21, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.9031, loss_cls: 1.0972, loss: 1.0972, grad_norm: 6.4943 2021-02-06 20:48:45,418 - mmaction - INFO - Epoch [69][420/3757] lr: 1.000e-03, eta: 1 day, 10:05:52, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8875, loss_cls: 1.1011, loss: 1.1011, grad_norm: 6.2654 2021-02-06 20:48:54,284 - mmaction - INFO - Epoch [69][440/3757] lr: 1.000e-03, eta: 1 day, 10:05:24, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.1022, loss: 1.1022, grad_norm: 6.1778 2021-02-06 20:49:03,118 - mmaction - INFO - Epoch [69][460/3757] lr: 1.000e-03, eta: 1 day, 10:04:55, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8859, loss_cls: 1.1401, loss: 1.1401, grad_norm: 6.4440 2021-02-06 20:49:11,996 - mmaction - INFO - Epoch [69][480/3757] lr: 1.000e-03, eta: 1 day, 10:04:27, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8945, loss_cls: 1.0896, loss: 1.0896, grad_norm: 6.1104 2021-02-06 20:49:20,946 - mmaction - INFO - Epoch [69][500/3757] lr: 1.000e-03, eta: 1 day, 10:03:58, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1631, loss: 1.1631, grad_norm: 6.4371 2021-02-06 20:49:29,788 - mmaction - INFO - Epoch [69][520/3757] lr: 1.000e-03, eta: 1 day, 10:03:30, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1504, loss: 1.1504, grad_norm: 6.4572 2021-02-06 20:49:38,694 - mmaction - INFO - Epoch [69][540/3757] lr: 1.000e-03, eta: 1 day, 10:03:01, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8766, loss_cls: 1.1988, loss: 1.1988, grad_norm: 6.3982 2021-02-06 20:49:47,612 - mmaction - INFO - Epoch [69][560/3757] lr: 1.000e-03, eta: 1 day, 10:02:33, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.9016, loss_cls: 1.0637, loss: 1.0637, grad_norm: 6.3359 2021-02-06 20:49:56,454 - mmaction - INFO - Epoch [69][580/3757] lr: 1.000e-03, eta: 1 day, 10:02:04, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8977, loss_cls: 1.0552, loss: 1.0552, grad_norm: 6.1501 2021-02-06 20:50:05,353 - mmaction - INFO - Epoch [69][600/3757] lr: 1.000e-03, eta: 1 day, 10:01:36, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8984, loss_cls: 1.1224, loss: 1.1224, grad_norm: 6.3363 2021-02-06 20:50:14,214 - mmaction - INFO - Epoch [69][620/3757] lr: 1.000e-03, eta: 1 day, 10:01:07, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8852, loss_cls: 1.1240, loss: 1.1240, grad_norm: 6.4304 2021-02-06 20:50:23,181 - mmaction - INFO - Epoch [69][640/3757] lr: 1.000e-03, eta: 1 day, 10:00:39, time: 0.449, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8859, loss_cls: 1.1107, loss: 1.1107, grad_norm: 6.2761 2021-02-06 20:50:32,048 - mmaction - INFO - Epoch [69][660/3757] lr: 1.000e-03, eta: 1 day, 10:00:10, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1462, loss: 1.1462, grad_norm: 6.2535 2021-02-06 20:50:40,915 - mmaction - INFO - Epoch [69][680/3757] lr: 1.000e-03, eta: 1 day, 9:59:42, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8688, loss_cls: 1.2415, loss: 1.2415, grad_norm: 6.5278 2021-02-06 20:50:49,793 - mmaction - INFO - Epoch [69][700/3757] lr: 1.000e-03, eta: 1 day, 9:59:13, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8977, loss_cls: 1.1023, loss: 1.1023, grad_norm: 6.3445 2021-02-06 20:50:58,685 - mmaction - INFO - Epoch [69][720/3757] lr: 1.000e-03, eta: 1 day, 9:58:45, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8789, loss_cls: 1.2476, loss: 1.2476, grad_norm: 6.4504 2021-02-06 20:51:07,538 - mmaction - INFO - Epoch [69][740/3757] lr: 1.000e-03, eta: 1 day, 9:58:16, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8984, loss_cls: 1.0943, loss: 1.0943, grad_norm: 6.2056 2021-02-06 20:51:16,372 - mmaction - INFO - Epoch [69][760/3757] lr: 1.000e-03, eta: 1 day, 9:57:48, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8836, loss_cls: 1.1997, loss: 1.1997, grad_norm: 6.5951 2021-02-06 20:51:25,301 - mmaction - INFO - Epoch [69][780/3757] lr: 1.000e-03, eta: 1 day, 9:57:20, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8898, loss_cls: 1.1116, loss: 1.1116, grad_norm: 6.2742 2021-02-06 20:51:34,218 - mmaction - INFO - Epoch [69][800/3757] lr: 1.000e-03, eta: 1 day, 9:56:51, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8867, loss_cls: 1.1456, loss: 1.1456, grad_norm: 6.3990 2021-02-06 20:51:43,113 - mmaction - INFO - Epoch [69][820/3757] lr: 1.000e-03, eta: 1 day, 9:56:23, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8859, loss_cls: 1.2065, loss: 1.2065, grad_norm: 6.4259 2021-02-06 20:51:51,972 - mmaction - INFO - Epoch [69][840/3757] lr: 1.000e-03, eta: 1 day, 9:55:54, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1681, loss: 1.1681, grad_norm: 6.4777 2021-02-06 20:52:00,829 - mmaction - INFO - Epoch [69][860/3757] lr: 1.000e-03, eta: 1 day, 9:55:26, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8867, loss_cls: 1.1281, loss: 1.1281, grad_norm: 6.0095 2021-02-06 20:52:09,695 - mmaction - INFO - Epoch [69][880/3757] lr: 1.000e-03, eta: 1 day, 9:54:57, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8828, loss_cls: 1.1250, loss: 1.1250, grad_norm: 6.1933 2021-02-06 20:52:18,582 - mmaction - INFO - Epoch [69][900/3757] lr: 1.000e-03, eta: 1 day, 9:54:29, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8883, loss_cls: 1.1229, loss: 1.1229, grad_norm: 6.2007 2021-02-06 20:52:27,478 - mmaction - INFO - Epoch [69][920/3757] lr: 1.000e-03, eta: 1 day, 9:54:01, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1949, loss: 1.1949, grad_norm: 6.2751 2021-02-06 20:52:36,368 - mmaction - INFO - Epoch [69][940/3757] lr: 1.000e-03, eta: 1 day, 9:53:32, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1704, loss: 1.1704, grad_norm: 6.5627 2021-02-06 20:52:45,263 - mmaction - INFO - Epoch [69][960/3757] lr: 1.000e-03, eta: 1 day, 9:53:04, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8812, loss_cls: 1.1912, loss: 1.1912, grad_norm: 6.4572 2021-02-06 20:52:54,151 - mmaction - INFO - Epoch [69][980/3757] lr: 1.000e-03, eta: 1 day, 9:52:35, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8945, loss_cls: 1.1212, loss: 1.1212, grad_norm: 6.2855 2021-02-06 20:53:03,011 - mmaction - INFO - Epoch [69][1000/3757] lr: 1.000e-03, eta: 1 day, 9:52:07, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8891, loss_cls: 1.1138, loss: 1.1138, grad_norm: 6.1474 2021-02-06 20:53:11,932 - mmaction - INFO - Epoch [69][1020/3757] lr: 1.000e-03, eta: 1 day, 9:51:39, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2151, loss: 1.2151, grad_norm: 6.4986 2021-02-06 20:53:20,844 - mmaction - INFO - Epoch [69][1040/3757] lr: 1.000e-03, eta: 1 day, 9:51:10, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8773, loss_cls: 1.1541, loss: 1.1541, grad_norm: 6.2848 2021-02-06 20:53:29,707 - mmaction - INFO - Epoch [69][1060/3757] lr: 1.000e-03, eta: 1 day, 9:50:42, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8789, loss_cls: 1.2121, loss: 1.2121, grad_norm: 6.5029 2021-02-06 20:53:38,601 - mmaction - INFO - Epoch [69][1080/3757] lr: 1.000e-03, eta: 1 day, 9:50:13, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8945, loss_cls: 1.0911, loss: 1.0911, grad_norm: 6.2307 2021-02-06 20:53:47,509 - mmaction - INFO - Epoch [69][1100/3757] lr: 1.000e-03, eta: 1 day, 9:49:45, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8859, loss_cls: 1.1676, loss: 1.1676, grad_norm: 6.4676 2021-02-06 20:53:56,411 - mmaction - INFO - Epoch [69][1120/3757] lr: 1.000e-03, eta: 1 day, 9:49:17, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8703, loss_cls: 1.2382, loss: 1.2382, grad_norm: 6.5495 2021-02-06 20:54:05,297 - mmaction - INFO - Epoch [69][1140/3757] lr: 1.000e-03, eta: 1 day, 9:48:48, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8906, loss_cls: 1.1606, loss: 1.1606, grad_norm: 6.6291 2021-02-06 20:54:22,191 - mmaction - INFO - Epoch [69][1160/3757] lr: 1.000e-03, eta: 1 day, 9:48:26, time: 0.844, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8875, loss_cls: 1.1403, loss: 1.1403, grad_norm: 6.4459 2021-02-06 20:54:31,018 - mmaction - INFO - Epoch [69][1180/3757] lr: 1.000e-03, eta: 1 day, 9:47:57, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8945, loss_cls: 1.1106, loss: 1.1106, grad_norm: 6.2697 2021-02-06 20:54:39,817 - mmaction - INFO - Epoch [69][1200/3757] lr: 1.000e-03, eta: 1 day, 9:47:29, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8734, loss_cls: 1.2241, loss: 1.2241, grad_norm: 6.4082 2021-02-06 20:54:48,633 - mmaction - INFO - Epoch [69][1220/3757] lr: 1.000e-03, eta: 1 day, 9:47:00, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1017, loss: 1.1017, grad_norm: 6.3378 2021-02-06 20:54:57,543 - mmaction - INFO - Epoch [69][1240/3757] lr: 1.000e-03, eta: 1 day, 9:46:32, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8969, loss_cls: 1.1231, loss: 1.1231, grad_norm: 6.3427 2021-02-06 20:55:15,896 - mmaction - INFO - Epoch [69][1260/3757] lr: 1.000e-03, eta: 1 day, 9:46:10, time: 0.917, data_time: 0.471, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.1307, loss: 1.1307, grad_norm: 6.3041 2021-02-06 20:55:24,795 - mmaction - INFO - Epoch [69][1280/3757] lr: 1.000e-03, eta: 1 day, 9:45:42, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8844, loss_cls: 1.1500, loss: 1.1500, grad_norm: 6.3939 2021-02-06 20:55:52,155 - mmaction - INFO - Epoch [69][1300/3757] lr: 1.000e-03, eta: 1 day, 9:45:26, time: 1.368, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8898, loss_cls: 1.1264, loss: 1.1264, grad_norm: 6.1462 2021-02-06 20:56:00,941 - mmaction - INFO - Epoch [69][1320/3757] lr: 1.000e-03, eta: 1 day, 9:44:58, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8867, loss_cls: 1.1605, loss: 1.1605, grad_norm: 6.3621 2021-02-06 20:56:09,743 - mmaction - INFO - Epoch [69][1340/3757] lr: 1.000e-03, eta: 1 day, 9:44:29, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8891, loss_cls: 1.1468, loss: 1.1468, grad_norm: 6.2130 2021-02-06 20:56:18,557 - mmaction - INFO - Epoch [69][1360/3757] lr: 1.000e-03, eta: 1 day, 9:44:01, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8703, loss_cls: 1.2693, loss: 1.2693, grad_norm: 6.6582 2021-02-06 20:56:27,372 - mmaction - INFO - Epoch [69][1380/3757] lr: 1.000e-03, eta: 1 day, 9:43:33, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8781, loss_cls: 1.2114, loss: 1.2114, grad_norm: 6.4974 2021-02-06 20:56:36,247 - mmaction - INFO - Epoch [69][1400/3757] lr: 1.000e-03, eta: 1 day, 9:43:04, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8820, loss_cls: 1.1544, loss: 1.1544, grad_norm: 6.2108 2021-02-06 20:56:47,352 - mmaction - INFO - Epoch [69][1420/3757] lr: 1.000e-03, eta: 1 day, 9:42:38, time: 0.555, data_time: 0.107, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.1083, loss: 1.1083, grad_norm: 6.3419 2021-02-06 20:56:56,269 - mmaction - INFO - Epoch [69][1440/3757] lr: 1.000e-03, eta: 1 day, 9:42:09, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8930, loss_cls: 1.0870, loss: 1.0870, grad_norm: 6.2080 2021-02-06 20:57:05,149 - mmaction - INFO - Epoch [69][1460/3757] lr: 1.000e-03, eta: 1 day, 9:41:41, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.0987, loss: 1.0987, grad_norm: 6.3624 2021-02-06 20:57:14,049 - mmaction - INFO - Epoch [69][1480/3757] lr: 1.000e-03, eta: 1 day, 9:41:13, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.1344, loss: 1.1344, grad_norm: 6.4387 2021-02-06 20:57:22,882 - mmaction - INFO - Epoch [69][1500/3757] lr: 1.000e-03, eta: 1 day, 9:40:44, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8859, loss_cls: 1.2193, loss: 1.2193, grad_norm: 6.7253 2021-02-06 20:57:31,776 - mmaction - INFO - Epoch [69][1520/3757] lr: 1.000e-03, eta: 1 day, 9:40:16, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8711, loss_cls: 1.1831, loss: 1.1831, grad_norm: 6.4090 2021-02-06 20:57:40,613 - mmaction - INFO - Epoch [69][1540/3757] lr: 1.000e-03, eta: 1 day, 9:39:48, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8727, loss_cls: 1.2345, loss: 1.2345, grad_norm: 6.5993 2021-02-06 20:57:49,539 - mmaction - INFO - Epoch [69][1560/3757] lr: 1.000e-03, eta: 1 day, 9:39:20, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8852, loss_cls: 1.1914, loss: 1.1914, grad_norm: 6.7112 2021-02-06 20:57:58,426 - mmaction - INFO - Epoch [69][1580/3757] lr: 1.000e-03, eta: 1 day, 9:38:51, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8984, loss_cls: 1.1099, loss: 1.1099, grad_norm: 6.1548 2021-02-06 20:58:07,259 - mmaction - INFO - Epoch [69][1600/3757] lr: 1.000e-03, eta: 1 day, 9:38:23, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8953, loss_cls: 1.0863, loss: 1.0863, grad_norm: 6.2450 2021-02-06 20:58:16,111 - mmaction - INFO - Epoch [69][1620/3757] lr: 1.000e-03, eta: 1 day, 9:37:55, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8703, loss_cls: 1.1889, loss: 1.1889, grad_norm: 6.5727 2021-02-06 20:58:24,955 - mmaction - INFO - Epoch [69][1640/3757] lr: 1.000e-03, eta: 1 day, 9:37:26, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1882, loss: 1.1882, grad_norm: 6.4356 2021-02-06 20:58:33,875 - mmaction - INFO - Epoch [69][1660/3757] lr: 1.000e-03, eta: 1 day, 9:36:58, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.1739, loss: 1.1739, grad_norm: 6.3883 2021-02-06 20:58:42,753 - mmaction - INFO - Epoch [69][1680/3757] lr: 1.000e-03, eta: 1 day, 9:36:30, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.1887, loss: 1.1887, grad_norm: 6.5064 2021-02-06 20:58:51,680 - mmaction - INFO - Epoch [69][1700/3757] lr: 1.000e-03, eta: 1 day, 9:36:02, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8852, loss_cls: 1.1923, loss: 1.1923, grad_norm: 6.6281 2021-02-06 20:59:08,205 - mmaction - INFO - Epoch [69][1720/3757] lr: 1.000e-03, eta: 1 day, 9:35:39, time: 0.826, data_time: 0.378, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8867, loss_cls: 1.1143, loss: 1.1143, grad_norm: 6.4177 2021-02-06 20:59:17,081 - mmaction - INFO - Epoch [69][1740/3757] lr: 1.000e-03, eta: 1 day, 9:35:10, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8875, loss_cls: 1.1398, loss: 1.1398, grad_norm: 6.2139 2021-02-06 20:59:46,562 - mmaction - INFO - Epoch [69][1760/3757] lr: 1.000e-03, eta: 1 day, 9:34:56, time: 1.474, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8805, loss_cls: 1.1709, loss: 1.1709, grad_norm: 6.3563 2021-02-06 20:59:55,360 - mmaction - INFO - Epoch [69][1780/3757] lr: 1.000e-03, eta: 1 day, 9:34:28, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8867, loss_cls: 1.1412, loss: 1.1412, grad_norm: 6.4114 2021-02-06 21:00:13,863 - mmaction - INFO - Epoch [69][1800/3757] lr: 1.000e-03, eta: 1 day, 9:34:06, time: 0.925, data_time: 0.483, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8906, loss_cls: 1.1688, loss: 1.1688, grad_norm: 6.5451 2021-02-06 21:00:22,628 - mmaction - INFO - Epoch [69][1820/3757] lr: 1.000e-03, eta: 1 day, 9:33:38, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8805, loss_cls: 1.1613, loss: 1.1613, grad_norm: 6.2927 2021-02-06 21:00:31,483 - mmaction - INFO - Epoch [69][1840/3757] lr: 1.000e-03, eta: 1 day, 9:33:10, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8805, loss_cls: 1.1350, loss: 1.1350, grad_norm: 6.2496 2021-02-06 21:00:40,241 - mmaction - INFO - Epoch [69][1860/3757] lr: 1.000e-03, eta: 1 day, 9:32:41, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8938, loss_cls: 1.0983, loss: 1.0983, grad_norm: 6.1556 2021-02-06 21:00:49,055 - mmaction - INFO - Epoch [69][1880/3757] lr: 1.000e-03, eta: 1 day, 9:32:13, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8859, loss_cls: 1.1482, loss: 1.1482, grad_norm: 6.3727 2021-02-06 21:00:57,900 - mmaction - INFO - Epoch [69][1900/3757] lr: 1.000e-03, eta: 1 day, 9:31:45, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8727, loss_cls: 1.1977, loss: 1.1977, grad_norm: 6.3806 2021-02-06 21:01:06,817 - mmaction - INFO - Epoch [69][1920/3757] lr: 1.000e-03, eta: 1 day, 9:31:17, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.1935, loss: 1.1935, grad_norm: 6.6336 2021-02-06 21:01:18,473 - mmaction - INFO - Epoch [69][1940/3757] lr: 1.000e-03, eta: 1 day, 9:30:50, time: 0.584, data_time: 0.137, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9062, loss_cls: 1.0651, loss: 1.0651, grad_norm: 6.3099 2021-02-06 21:01:27,307 - mmaction - INFO - Epoch [69][1960/3757] lr: 1.000e-03, eta: 1 day, 9:30:22, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8859, loss_cls: 1.1272, loss: 1.1272, grad_norm: 6.3625 2021-02-06 21:01:42,948 - mmaction - INFO - Epoch [69][1980/3757] lr: 1.000e-03, eta: 1 day, 9:29:59, time: 0.783, data_time: 0.001, memory: 7141, top1_acc: 0.6750, top5_acc: 0.8711, loss_cls: 1.3107, loss: 1.3107, grad_norm: 6.9048 2021-02-06 21:02:05,427 - mmaction - INFO - Epoch [69][2000/3757] lr: 1.000e-03, eta: 1 day, 9:29:40, time: 1.124, data_time: 0.667, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8992, loss_cls: 1.1100, loss: 1.1100, grad_norm: 6.4706 2021-02-06 21:02:14,309 - mmaction - INFO - Epoch [69][2020/3757] lr: 1.000e-03, eta: 1 day, 9:29:11, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.1652, loss: 1.1652, grad_norm: 6.2714 2021-02-06 21:02:30,200 - mmaction - INFO - Epoch [69][2040/3757] lr: 1.000e-03, eta: 1 day, 9:28:48, time: 0.794, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8750, loss_cls: 1.1760, loss: 1.1760, grad_norm: 6.2889 2021-02-06 21:02:53,083 - mmaction - INFO - Epoch [69][2060/3757] lr: 1.000e-03, eta: 1 day, 9:28:29, time: 1.145, data_time: 0.702, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.2579, loss: 1.2579, grad_norm: 6.7661 2021-02-06 21:03:15,665 - mmaction - INFO - Epoch [69][2080/3757] lr: 1.000e-03, eta: 1 day, 9:28:10, time: 1.128, data_time: 0.687, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.1726, loss: 1.1726, grad_norm: 6.3809 2021-02-06 21:03:24,705 - mmaction - INFO - Epoch [69][2100/3757] lr: 1.000e-03, eta: 1 day, 9:27:42, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8695, loss_cls: 1.2047, loss: 1.2047, grad_norm: 6.5108 2021-02-06 21:03:37,891 - mmaction - INFO - Epoch [69][2120/3757] lr: 1.000e-03, eta: 1 day, 9:27:17, time: 0.659, data_time: 0.131, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8617, loss_cls: 1.2682, loss: 1.2682, grad_norm: 6.5331 2021-02-06 21:03:46,696 - mmaction - INFO - Epoch [69][2140/3757] lr: 1.000e-03, eta: 1 day, 9:26:49, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8797, loss_cls: 1.1329, loss: 1.1329, grad_norm: 6.1570 2021-02-06 21:03:55,528 - mmaction - INFO - Epoch [69][2160/3757] lr: 1.000e-03, eta: 1 day, 9:26:21, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1593, loss: 1.1593, grad_norm: 6.3657 2021-02-06 21:04:07,533 - mmaction - INFO - Epoch [69][2180/3757] lr: 1.000e-03, eta: 1 day, 9:25:54, time: 0.599, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8945, loss_cls: 1.1091, loss: 1.1091, grad_norm: 6.3588 2021-02-06 21:04:16,356 - mmaction - INFO - Epoch [69][2200/3757] lr: 1.000e-03, eta: 1 day, 9:25:26, time: 0.441, data_time: 0.002, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8703, loss_cls: 1.2515, loss: 1.2515, grad_norm: 6.5315 2021-02-06 21:04:25,258 - mmaction - INFO - Epoch [69][2220/3757] lr: 1.000e-03, eta: 1 day, 9:24:58, time: 0.445, data_time: 0.002, memory: 7141, top1_acc: 0.7297, top5_acc: 0.9016, loss_cls: 1.0682, loss: 1.0682, grad_norm: 6.2639 2021-02-06 21:04:47,132 - mmaction - INFO - Epoch [69][2240/3757] lr: 1.000e-03, eta: 1 day, 9:24:39, time: 1.094, data_time: 0.642, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8766, loss_cls: 1.2373, loss: 1.2373, grad_norm: 6.6875 2021-02-06 21:04:59,620 - mmaction - INFO - Epoch [69][2260/3757] lr: 1.000e-03, eta: 1 day, 9:24:13, time: 0.625, data_time: 0.123, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1422, loss: 1.1422, grad_norm: 6.3268 2021-02-06 21:05:08,423 - mmaction - INFO - Epoch [69][2280/3757] lr: 1.000e-03, eta: 1 day, 9:23:45, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8664, loss_cls: 1.2430, loss: 1.2430, grad_norm: 6.6027 2021-02-06 21:05:17,214 - mmaction - INFO - Epoch [69][2300/3757] lr: 1.000e-03, eta: 1 day, 9:23:17, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8836, loss_cls: 1.2134, loss: 1.2134, grad_norm: 6.5593 2021-02-06 21:05:26,083 - mmaction - INFO - Epoch [69][2320/3757] lr: 1.000e-03, eta: 1 day, 9:22:48, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.8953, loss_cls: 1.0574, loss: 1.0574, grad_norm: 6.0996 2021-02-06 21:05:34,858 - mmaction - INFO - Epoch [69][2340/3757] lr: 1.000e-03, eta: 1 day, 9:22:20, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8805, loss_cls: 1.1510, loss: 1.1510, grad_norm: 6.0718 2021-02-06 21:05:43,706 - mmaction - INFO - Epoch [69][2360/3757] lr: 1.000e-03, eta: 1 day, 9:21:52, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8773, loss_cls: 1.2220, loss: 1.2220, grad_norm: 6.5247 2021-02-06 21:05:52,567 - mmaction - INFO - Epoch [69][2380/3757] lr: 1.000e-03, eta: 1 day, 9:21:24, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8695, loss_cls: 1.1799, loss: 1.1799, grad_norm: 6.3575 2021-02-06 21:06:01,464 - mmaction - INFO - Epoch [69][2400/3757] lr: 1.000e-03, eta: 1 day, 9:20:56, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8797, loss_cls: 1.1835, loss: 1.1835, grad_norm: 6.5006 2021-02-06 21:06:10,300 - mmaction - INFO - Epoch [69][2420/3757] lr: 1.000e-03, eta: 1 day, 9:20:28, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8906, loss_cls: 1.1442, loss: 1.1442, grad_norm: 6.5316 2021-02-06 21:06:19,159 - mmaction - INFO - Epoch [69][2440/3757] lr: 1.000e-03, eta: 1 day, 9:20:00, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8742, loss_cls: 1.2139, loss: 1.2139, grad_norm: 6.6373 2021-02-06 21:06:28,006 - mmaction - INFO - Epoch [69][2460/3757] lr: 1.000e-03, eta: 1 day, 9:19:32, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1491, loss: 1.1491, grad_norm: 6.3385 2021-02-06 21:06:36,893 - mmaction - INFO - Epoch [69][2480/3757] lr: 1.000e-03, eta: 1 day, 9:19:03, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.1868, loss: 1.1868, grad_norm: 6.4486 2021-02-06 21:06:45,715 - mmaction - INFO - Epoch [69][2500/3757] lr: 1.000e-03, eta: 1 day, 9:18:35, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8719, loss_cls: 1.2118, loss: 1.2118, grad_norm: 6.4206 2021-02-06 21:06:54,658 - mmaction - INFO - Epoch [69][2520/3757] lr: 1.000e-03, eta: 1 day, 9:18:07, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8719, loss_cls: 1.2092, loss: 1.2092, grad_norm: 6.3300 2021-02-06 21:07:03,521 - mmaction - INFO - Epoch [69][2540/3757] lr: 1.000e-03, eta: 1 day, 9:17:39, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8812, loss_cls: 1.1536, loss: 1.1536, grad_norm: 6.1651 2021-02-06 21:07:12,384 - mmaction - INFO - Epoch [69][2560/3757] lr: 1.000e-03, eta: 1 day, 9:17:11, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8758, loss_cls: 1.1525, loss: 1.1525, grad_norm: 6.3331 2021-02-06 21:07:21,225 - mmaction - INFO - Epoch [69][2580/3757] lr: 1.000e-03, eta: 1 day, 9:16:43, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8781, loss_cls: 1.1531, loss: 1.1531, grad_norm: 6.3126 2021-02-06 21:07:30,074 - mmaction - INFO - Epoch [69][2600/3757] lr: 1.000e-03, eta: 1 day, 9:16:15, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.1134, loss: 1.1134, grad_norm: 6.3609 2021-02-06 21:07:38,918 - mmaction - INFO - Epoch [69][2620/3757] lr: 1.000e-03, eta: 1 day, 9:15:47, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8641, loss_cls: 1.2870, loss: 1.2870, grad_norm: 6.6255 2021-02-06 21:07:47,770 - mmaction - INFO - Epoch [69][2640/3757] lr: 1.000e-03, eta: 1 day, 9:15:19, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8883, loss_cls: 1.1896, loss: 1.1896, grad_norm: 6.6103 2021-02-06 21:07:56,605 - mmaction - INFO - Epoch [69][2660/3757] lr: 1.000e-03, eta: 1 day, 9:14:51, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8664, loss_cls: 1.2514, loss: 1.2514, grad_norm: 6.5154 2021-02-06 21:08:05,427 - mmaction - INFO - Epoch [69][2680/3757] lr: 1.000e-03, eta: 1 day, 9:14:23, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8852, loss_cls: 1.1737, loss: 1.1737, grad_norm: 6.6059 2021-02-06 21:08:14,322 - mmaction - INFO - Epoch [69][2700/3757] lr: 1.000e-03, eta: 1 day, 9:13:55, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8891, loss_cls: 1.1471, loss: 1.1471, grad_norm: 6.5043 2021-02-06 21:08:23,182 - mmaction - INFO - Epoch [69][2720/3757] lr: 1.000e-03, eta: 1 day, 9:13:26, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8922, loss_cls: 1.1431, loss: 1.1431, grad_norm: 6.5020 2021-02-06 21:08:32,022 - mmaction - INFO - Epoch [69][2740/3757] lr: 1.000e-03, eta: 1 day, 9:12:58, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8781, loss_cls: 1.2253, loss: 1.2253, grad_norm: 6.6117 2021-02-06 21:08:40,963 - mmaction - INFO - Epoch [69][2760/3757] lr: 1.000e-03, eta: 1 day, 9:12:30, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8812, loss_cls: 1.1437, loss: 1.1437, grad_norm: 6.1874 2021-02-06 21:08:49,824 - mmaction - INFO - Epoch [69][2780/3757] lr: 1.000e-03, eta: 1 day, 9:12:02, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1430, loss: 1.1430, grad_norm: 6.3473 2021-02-06 21:08:58,774 - mmaction - INFO - Epoch [69][2800/3757] lr: 1.000e-03, eta: 1 day, 9:11:34, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8961, loss_cls: 1.1471, loss: 1.1471, grad_norm: 6.4558 2021-02-06 21:09:07,644 - mmaction - INFO - Epoch [69][2820/3757] lr: 1.000e-03, eta: 1 day, 9:11:06, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1875, loss: 1.1875, grad_norm: 6.4970 2021-02-06 21:09:16,491 - mmaction - INFO - Epoch [69][2840/3757] lr: 1.000e-03, eta: 1 day, 9:10:38, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8906, loss_cls: 1.1296, loss: 1.1296, grad_norm: 6.3050 2021-02-06 21:09:25,436 - mmaction - INFO - Epoch [69][2860/3757] lr: 1.000e-03, eta: 1 day, 9:10:10, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8992, loss_cls: 1.0814, loss: 1.0814, grad_norm: 6.3621 2021-02-06 21:09:34,324 - mmaction - INFO - Epoch [69][2880/3757] lr: 1.000e-03, eta: 1 day, 9:09:42, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8828, loss_cls: 1.1278, loss: 1.1278, grad_norm: 6.3532 2021-02-06 21:09:43,181 - mmaction - INFO - Epoch [69][2900/3757] lr: 1.000e-03, eta: 1 day, 9:09:14, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8758, loss_cls: 1.2200, loss: 1.2200, grad_norm: 6.6308 2021-02-06 21:09:52,083 - mmaction - INFO - Epoch [69][2920/3757] lr: 1.000e-03, eta: 1 day, 9:08:46, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8828, loss_cls: 1.2004, loss: 1.2004, grad_norm: 6.5582 2021-02-06 21:10:00,977 - mmaction - INFO - Epoch [69][2940/3757] lr: 1.000e-03, eta: 1 day, 9:08:18, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1728, loss: 1.1728, grad_norm: 6.3028 2021-02-06 21:10:09,900 - mmaction - INFO - Epoch [69][2960/3757] lr: 1.000e-03, eta: 1 day, 9:07:50, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8828, loss_cls: 1.1219, loss: 1.1219, grad_norm: 6.3572 2021-02-06 21:10:18,815 - mmaction - INFO - Epoch [69][2980/3757] lr: 1.000e-03, eta: 1 day, 9:07:22, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8922, loss_cls: 1.1858, loss: 1.1858, grad_norm: 6.5260 2021-02-06 21:10:27,659 - mmaction - INFO - Epoch [69][3000/3757] lr: 1.000e-03, eta: 1 day, 9:06:54, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8852, loss_cls: 1.1706, loss: 1.1706, grad_norm: 6.3039 2021-02-06 21:10:36,533 - mmaction - INFO - Epoch [69][3020/3757] lr: 1.000e-03, eta: 1 day, 9:06:26, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8945, loss_cls: 1.1280, loss: 1.1280, grad_norm: 6.4098 2021-02-06 21:10:45,335 - mmaction - INFO - Epoch [69][3040/3757] lr: 1.000e-03, eta: 1 day, 9:05:58, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8984, loss_cls: 1.1431, loss: 1.1431, grad_norm: 6.6404 2021-02-06 21:10:54,229 - mmaction - INFO - Epoch [69][3060/3757] lr: 1.000e-03, eta: 1 day, 9:05:30, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.1900, loss: 1.1900, grad_norm: 6.5713 2021-02-06 21:11:03,108 - mmaction - INFO - Epoch [69][3080/3757] lr: 1.000e-03, eta: 1 day, 9:05:02, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1513, loss: 1.1513, grad_norm: 6.5437 2021-02-06 21:11:11,958 - mmaction - INFO - Epoch [69][3100/3757] lr: 1.000e-03, eta: 1 day, 9:04:35, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8867, loss_cls: 1.1483, loss: 1.1483, grad_norm: 6.5744 2021-02-06 21:11:20,847 - mmaction - INFO - Epoch [69][3120/3757] lr: 1.000e-03, eta: 1 day, 9:04:07, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8891, loss_cls: 1.1434, loss: 1.1434, grad_norm: 6.4070 2021-02-06 21:11:29,732 - mmaction - INFO - Epoch [69][3140/3757] lr: 1.000e-03, eta: 1 day, 9:03:39, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8727, loss_cls: 1.2071, loss: 1.2071, grad_norm: 6.5199 2021-02-06 21:11:38,641 - mmaction - INFO - Epoch [69][3160/3757] lr: 1.000e-03, eta: 1 day, 9:03:11, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8797, loss_cls: 1.2046, loss: 1.2046, grad_norm: 6.6731 2021-02-06 21:11:47,501 - mmaction - INFO - Epoch [69][3180/3757] lr: 1.000e-03, eta: 1 day, 9:02:43, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8852, loss_cls: 1.1430, loss: 1.1430, grad_norm: 6.3484 2021-02-06 21:11:56,378 - mmaction - INFO - Epoch [69][3200/3757] lr: 1.000e-03, eta: 1 day, 9:02:15, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8672, loss_cls: 1.2239, loss: 1.2239, grad_norm: 6.8178 2021-02-06 21:12:05,227 - mmaction - INFO - Epoch [69][3220/3757] lr: 1.000e-03, eta: 1 day, 9:01:47, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8883, loss_cls: 1.1431, loss: 1.1431, grad_norm: 6.2610 2021-02-06 21:12:14,093 - mmaction - INFO - Epoch [69][3240/3757] lr: 1.000e-03, eta: 1 day, 9:01:19, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9016, loss_cls: 1.0512, loss: 1.0512, grad_norm: 6.1641 2021-02-06 21:12:22,981 - mmaction - INFO - Epoch [69][3260/3757] lr: 1.000e-03, eta: 1 day, 9:00:51, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8742, loss_cls: 1.1822, loss: 1.1822, grad_norm: 6.5675 2021-02-06 21:12:31,829 - mmaction - INFO - Epoch [69][3280/3757] lr: 1.000e-03, eta: 1 day, 9:00:23, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8977, loss_cls: 1.1034, loss: 1.1034, grad_norm: 6.3780 2021-02-06 21:12:40,679 - mmaction - INFO - Epoch [69][3300/3757] lr: 1.000e-03, eta: 1 day, 8:59:55, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8922, loss_cls: 1.0857, loss: 1.0857, grad_norm: 6.1791 2021-02-06 21:12:49,527 - mmaction - INFO - Epoch [69][3320/3757] lr: 1.000e-03, eta: 1 day, 8:59:27, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8945, loss_cls: 1.0914, loss: 1.0914, grad_norm: 6.1094 2021-02-06 21:12:58,407 - mmaction - INFO - Epoch [69][3340/3757] lr: 1.000e-03, eta: 1 day, 8:58:59, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1296, loss: 1.1296, grad_norm: 6.4522 2021-02-06 21:13:07,257 - mmaction - INFO - Epoch [69][3360/3757] lr: 1.000e-03, eta: 1 day, 8:58:31, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8820, loss_cls: 1.2074, loss: 1.2074, grad_norm: 6.4415 2021-02-06 21:13:16,123 - mmaction - INFO - Epoch [69][3380/3757] lr: 1.000e-03, eta: 1 day, 8:58:03, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8898, loss_cls: 1.1810, loss: 1.1810, grad_norm: 6.6963 2021-02-06 21:13:25,008 - mmaction - INFO - Epoch [69][3400/3757] lr: 1.000e-03, eta: 1 day, 8:57:36, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8844, loss_cls: 1.1356, loss: 1.1356, grad_norm: 6.4037 2021-02-06 21:13:33,869 - mmaction - INFO - Epoch [69][3420/3757] lr: 1.000e-03, eta: 1 day, 8:57:08, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8914, loss_cls: 1.1360, loss: 1.1360, grad_norm: 6.5581 2021-02-06 21:13:42,759 - mmaction - INFO - Epoch [69][3440/3757] lr: 1.000e-03, eta: 1 day, 8:56:40, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8781, loss_cls: 1.1907, loss: 1.1907, grad_norm: 6.4550 2021-02-06 21:13:51,637 - mmaction - INFO - Epoch [69][3460/3757] lr: 1.000e-03, eta: 1 day, 8:56:12, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.1962, loss: 1.1962, grad_norm: 6.5882 2021-02-06 21:14:00,494 - mmaction - INFO - Epoch [69][3480/3757] lr: 1.000e-03, eta: 1 day, 8:55:44, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.9031, loss_cls: 1.0901, loss: 1.0901, grad_norm: 6.4374 2021-02-06 21:14:09,540 - mmaction - INFO - Epoch [69][3500/3757] lr: 1.000e-03, eta: 1 day, 8:55:16, time: 0.452, data_time: 0.011, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8805, loss_cls: 1.1452, loss: 1.1452, grad_norm: 6.2677 2021-02-06 21:14:18,432 - mmaction - INFO - Epoch [69][3520/3757] lr: 1.000e-03, eta: 1 day, 8:54:48, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.1963, loss: 1.1963, grad_norm: 6.7981 2021-02-06 21:14:27,283 - mmaction - INFO - Epoch [69][3540/3757] lr: 1.000e-03, eta: 1 day, 8:54:20, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7094, top5_acc: 0.9039, loss_cls: 1.0897, loss: 1.0897, grad_norm: 6.4312 2021-02-06 21:14:36,189 - mmaction - INFO - Epoch [69][3560/3757] lr: 1.000e-03, eta: 1 day, 8:53:53, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8789, loss_cls: 1.2273, loss: 1.2273, grad_norm: 6.6364 2021-02-06 21:14:45,036 - mmaction - INFO - Epoch [69][3580/3757] lr: 1.000e-03, eta: 1 day, 8:53:25, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8945, loss_cls: 1.0838, loss: 1.0838, grad_norm: 6.4677 2021-02-06 21:14:53,926 - mmaction - INFO - Epoch [69][3600/3757] lr: 1.000e-03, eta: 1 day, 8:52:57, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8906, loss_cls: 1.1916, loss: 1.1916, grad_norm: 6.8061 2021-02-06 21:15:02,803 - mmaction - INFO - Epoch [69][3620/3757] lr: 1.000e-03, eta: 1 day, 8:52:29, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8891, loss_cls: 1.0994, loss: 1.0994, grad_norm: 6.4501 2021-02-06 21:15:11,713 - mmaction - INFO - Epoch [69][3640/3757] lr: 1.000e-03, eta: 1 day, 8:52:01, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9023, loss_cls: 1.0896, loss: 1.0896, grad_norm: 6.3534 2021-02-06 21:15:20,621 - mmaction - INFO - Epoch [69][3660/3757] lr: 1.000e-03, eta: 1 day, 8:51:33, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8820, loss_cls: 1.1683, loss: 1.1683, grad_norm: 6.5366 2021-02-06 21:15:29,529 - mmaction - INFO - Epoch [69][3680/3757] lr: 1.000e-03, eta: 1 day, 8:51:06, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.9023, loss_cls: 1.1127, loss: 1.1127, grad_norm: 6.3280 2021-02-06 21:15:38,400 - mmaction - INFO - Epoch [69][3700/3757] lr: 1.000e-03, eta: 1 day, 8:50:38, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8680, loss_cls: 1.2131, loss: 1.2131, grad_norm: 6.2802 2021-02-06 21:15:47,290 - mmaction - INFO - Epoch [69][3720/3757] lr: 1.000e-03, eta: 1 day, 8:50:10, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8664, loss_cls: 1.2533, loss: 1.2533, grad_norm: 6.8026 2021-02-06 21:15:56,203 - mmaction - INFO - Epoch [69][3740/3757] lr: 1.000e-03, eta: 1 day, 8:49:42, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8922, loss_cls: 1.1202, loss: 1.1202, grad_norm: 6.4226 2021-02-06 21:16:15,407 - mmaction - INFO - Saving checkpoint at 69 epochs 2021-02-06 21:17:20,607 - mmaction - INFO - Epoch [70][20/3757] lr: 1.000e-03, eta: 1 day, 8:49:22, time: 3.217, data_time: 2.723, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8961, loss_cls: 1.1428, loss: 1.1428, grad_norm: 6.3196 2021-02-06 21:17:29,446 - mmaction - INFO - Epoch [70][40/3757] lr: 1.000e-03, eta: 1 day, 8:48:54, time: 0.442, data_time: 0.006, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8719, loss_cls: 1.1889, loss: 1.1889, grad_norm: 6.4049 2021-02-06 21:17:38,215 - mmaction - INFO - Epoch [70][60/3757] lr: 1.000e-03, eta: 1 day, 8:48:27, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8945, loss_cls: 1.1475, loss: 1.1475, grad_norm: 6.5854 2021-02-06 21:17:46,978 - mmaction - INFO - Epoch [70][80/3757] lr: 1.000e-03, eta: 1 day, 8:47:59, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.1753, loss: 1.1753, grad_norm: 6.3946 2021-02-06 21:17:55,769 - mmaction - INFO - Epoch [70][100/3757] lr: 1.000e-03, eta: 1 day, 8:47:31, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1478, loss: 1.1478, grad_norm: 6.5384 2021-02-06 21:18:04,588 - mmaction - INFO - Epoch [70][120/3757] lr: 1.000e-03, eta: 1 day, 8:47:03, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8883, loss_cls: 1.1441, loss: 1.1441, grad_norm: 6.3862 2021-02-06 21:18:13,437 - mmaction - INFO - Epoch [70][140/3757] lr: 1.000e-03, eta: 1 day, 8:46:35, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8836, loss_cls: 1.1006, loss: 1.1006, grad_norm: 6.2703 2021-02-06 21:18:22,243 - mmaction - INFO - Epoch [70][160/3757] lr: 1.000e-03, eta: 1 day, 8:46:07, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8828, loss_cls: 1.1228, loss: 1.1228, grad_norm: 6.3481 2021-02-06 21:18:31,099 - mmaction - INFO - Epoch [70][180/3757] lr: 1.000e-03, eta: 1 day, 8:45:39, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8914, loss_cls: 1.1479, loss: 1.1479, grad_norm: 6.5008 2021-02-06 21:18:39,959 - mmaction - INFO - Epoch [70][200/3757] lr: 1.000e-03, eta: 1 day, 8:45:12, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8719, loss_cls: 1.2285, loss: 1.2285, grad_norm: 6.3811 2021-02-06 21:18:48,870 - mmaction - INFO - Epoch [70][220/3757] lr: 1.000e-03, eta: 1 day, 8:44:44, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1437, loss: 1.1437, grad_norm: 6.3931 2021-02-06 21:18:57,703 - mmaction - INFO - Epoch [70][240/3757] lr: 1.000e-03, eta: 1 day, 8:44:16, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8930, loss_cls: 1.1192, loss: 1.1192, grad_norm: 6.4536 2021-02-06 21:19:06,593 - mmaction - INFO - Epoch [70][260/3757] lr: 1.000e-03, eta: 1 day, 8:43:48, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8859, loss_cls: 1.1007, loss: 1.1007, grad_norm: 6.5064 2021-02-06 21:19:15,522 - mmaction - INFO - Epoch [70][280/3757] lr: 1.000e-03, eta: 1 day, 8:43:21, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8883, loss_cls: 1.0877, loss: 1.0877, grad_norm: 6.1936 2021-02-06 21:19:24,370 - mmaction - INFO - Epoch [70][300/3757] lr: 1.000e-03, eta: 1 day, 8:42:53, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8727, loss_cls: 1.1726, loss: 1.1726, grad_norm: 6.2636 2021-02-06 21:19:33,256 - mmaction - INFO - Epoch [70][320/3757] lr: 1.000e-03, eta: 1 day, 8:42:25, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1217, loss: 1.1217, grad_norm: 6.4969 2021-02-06 21:19:42,132 - mmaction - INFO - Epoch [70][340/3757] lr: 1.000e-03, eta: 1 day, 8:41:57, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8977, loss_cls: 1.1314, loss: 1.1314, grad_norm: 6.7329 2021-02-06 21:19:50,995 - mmaction - INFO - Epoch [70][360/3757] lr: 1.000e-03, eta: 1 day, 8:41:30, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8805, loss_cls: 1.1565, loss: 1.1565, grad_norm: 6.5665 2021-02-06 21:19:59,854 - mmaction - INFO - Epoch [70][380/3757] lr: 1.000e-03, eta: 1 day, 8:41:02, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8883, loss_cls: 1.1183, loss: 1.1183, grad_norm: 6.4533 2021-02-06 21:20:08,718 - mmaction - INFO - Epoch [70][400/3757] lr: 1.000e-03, eta: 1 day, 8:40:34, time: 0.444, data_time: 0.002, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1929, loss: 1.1929, grad_norm: 6.6090 2021-02-06 21:20:17,597 - mmaction - INFO - Epoch [70][420/3757] lr: 1.000e-03, eta: 1 day, 8:40:06, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8805, loss_cls: 1.1821, loss: 1.1821, grad_norm: 6.6235 2021-02-06 21:20:26,461 - mmaction - INFO - Epoch [70][440/3757] lr: 1.000e-03, eta: 1 day, 8:39:39, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1823, loss: 1.1823, grad_norm: 6.6152 2021-02-06 21:20:35,305 - mmaction - INFO - Epoch [70][460/3757] lr: 1.000e-03, eta: 1 day, 8:39:11, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8836, loss_cls: 1.1245, loss: 1.1245, grad_norm: 6.2512 2021-02-06 21:20:44,164 - mmaction - INFO - Epoch [70][480/3757] lr: 1.000e-03, eta: 1 day, 8:38:43, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8883, loss_cls: 1.1290, loss: 1.1290, grad_norm: 6.5562 2021-02-06 21:20:53,057 - mmaction - INFO - Epoch [70][500/3757] lr: 1.000e-03, eta: 1 day, 8:38:15, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8844, loss_cls: 1.1210, loss: 1.1210, grad_norm: 6.3567 2021-02-06 21:21:01,908 - mmaction - INFO - Epoch [70][520/3757] lr: 1.000e-03, eta: 1 day, 8:37:48, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8727, loss_cls: 1.2138, loss: 1.2138, grad_norm: 6.5684 2021-02-06 21:21:10,778 - mmaction - INFO - Epoch [70][540/3757] lr: 1.000e-03, eta: 1 day, 8:37:20, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8695, loss_cls: 1.1841, loss: 1.1841, grad_norm: 6.4648 2021-02-06 21:21:19,633 - mmaction - INFO - Epoch [70][560/3757] lr: 1.000e-03, eta: 1 day, 8:36:52, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.1769, loss: 1.1769, grad_norm: 6.5272 2021-02-06 21:21:28,491 - mmaction - INFO - Epoch [70][580/3757] lr: 1.000e-03, eta: 1 day, 8:36:24, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.1758, loss: 1.1758, grad_norm: 6.4623 2021-02-06 21:21:37,299 - mmaction - INFO - Epoch [70][600/3757] lr: 1.000e-03, eta: 1 day, 8:35:57, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1373, loss: 1.1373, grad_norm: 6.4873 2021-02-06 21:21:46,151 - mmaction - INFO - Epoch [70][620/3757] lr: 1.000e-03, eta: 1 day, 8:35:29, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8969, loss_cls: 1.0725, loss: 1.0725, grad_norm: 6.2457 2021-02-06 21:21:55,020 - mmaction - INFO - Epoch [70][640/3757] lr: 1.000e-03, eta: 1 day, 8:35:01, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.1889, loss: 1.1889, grad_norm: 6.9484 2021-02-06 21:22:03,870 - mmaction - INFO - Epoch [70][660/3757] lr: 1.000e-03, eta: 1 day, 8:34:34, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1420, loss: 1.1420, grad_norm: 6.5788 2021-02-06 21:22:12,720 - mmaction - INFO - Epoch [70][680/3757] lr: 1.000e-03, eta: 1 day, 8:34:06, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8859, loss_cls: 1.1431, loss: 1.1431, grad_norm: 6.3591 2021-02-06 21:22:21,532 - mmaction - INFO - Epoch [70][700/3757] lr: 1.000e-03, eta: 1 day, 8:33:38, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1502, loss: 1.1502, grad_norm: 6.4476 2021-02-06 21:22:30,378 - mmaction - INFO - Epoch [70][720/3757] lr: 1.000e-03, eta: 1 day, 8:33:10, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8961, loss_cls: 1.1507, loss: 1.1507, grad_norm: 6.5280 2021-02-06 21:22:39,252 - mmaction - INFO - Epoch [70][740/3757] lr: 1.000e-03, eta: 1 day, 8:32:43, time: 0.444, data_time: 0.002, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8953, loss_cls: 1.1105, loss: 1.1105, grad_norm: 6.5031 2021-02-06 21:22:48,098 - mmaction - INFO - Epoch [70][760/3757] lr: 1.000e-03, eta: 1 day, 8:32:15, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8930, loss_cls: 1.1255, loss: 1.1255, grad_norm: 6.5670 2021-02-06 21:22:56,987 - mmaction - INFO - Epoch [70][780/3757] lr: 1.000e-03, eta: 1 day, 8:31:47, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.1861, loss: 1.1861, grad_norm: 6.6130 2021-02-06 21:23:05,852 - mmaction - INFO - Epoch [70][800/3757] lr: 1.000e-03, eta: 1 day, 8:31:20, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8891, loss_cls: 1.1092, loss: 1.1092, grad_norm: 6.5544 2021-02-06 21:23:14,684 - mmaction - INFO - Epoch [70][820/3757] lr: 1.000e-03, eta: 1 day, 8:30:52, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8867, loss_cls: 1.0938, loss: 1.0938, grad_norm: 6.2158 2021-02-06 21:23:23,582 - mmaction - INFO - Epoch [70][840/3757] lr: 1.000e-03, eta: 1 day, 8:30:24, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8797, loss_cls: 1.1578, loss: 1.1578, grad_norm: 6.3187 2021-02-06 21:23:32,451 - mmaction - INFO - Epoch [70][860/3757] lr: 1.000e-03, eta: 1 day, 8:29:57, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8953, loss_cls: 1.0527, loss: 1.0527, grad_norm: 6.2563 2021-02-06 21:23:41,280 - mmaction - INFO - Epoch [70][880/3757] lr: 1.000e-03, eta: 1 day, 8:29:29, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8938, loss_cls: 1.1152, loss: 1.1152, grad_norm: 6.2595 2021-02-06 21:23:50,151 - mmaction - INFO - Epoch [70][900/3757] lr: 1.000e-03, eta: 1 day, 8:29:01, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8844, loss_cls: 1.1341, loss: 1.1341, grad_norm: 6.5013 2021-02-06 21:23:59,012 - mmaction - INFO - Epoch [70][920/3757] lr: 1.000e-03, eta: 1 day, 8:28:34, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8867, loss_cls: 1.0348, loss: 1.0348, grad_norm: 6.1914 2021-02-06 21:24:07,865 - mmaction - INFO - Epoch [70][940/3757] lr: 1.000e-03, eta: 1 day, 8:28:06, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.1344, loss: 1.1344, grad_norm: 6.4831 2021-02-06 21:24:16,774 - mmaction - INFO - Epoch [70][960/3757] lr: 1.000e-03, eta: 1 day, 8:27:39, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8766, loss_cls: 1.1686, loss: 1.1686, grad_norm: 6.5201 2021-02-06 21:24:25,692 - mmaction - INFO - Epoch [70][980/3757] lr: 1.000e-03, eta: 1 day, 8:27:11, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8836, loss_cls: 1.1871, loss: 1.1871, grad_norm: 6.4092 2021-02-06 21:24:34,588 - mmaction - INFO - Epoch [70][1000/3757] lr: 1.000e-03, eta: 1 day, 8:26:43, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1672, loss: 1.1672, grad_norm: 6.5973 2021-02-06 21:24:43,472 - mmaction - INFO - Epoch [70][1020/3757] lr: 1.000e-03, eta: 1 day, 8:26:16, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1456, loss: 1.1456, grad_norm: 6.6998 2021-02-06 21:24:52,323 - mmaction - INFO - Epoch [70][1040/3757] lr: 1.000e-03, eta: 1 day, 8:25:48, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8797, loss_cls: 1.1814, loss: 1.1814, grad_norm: 6.3538 2021-02-06 21:25:01,280 - mmaction - INFO - Epoch [70][1060/3757] lr: 1.000e-03, eta: 1 day, 8:25:21, time: 0.448, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1382, loss: 1.1382, grad_norm: 6.5230 2021-02-06 21:25:10,148 - mmaction - INFO - Epoch [70][1080/3757] lr: 1.000e-03, eta: 1 day, 8:24:53, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8875, loss_cls: 1.1931, loss: 1.1931, grad_norm: 6.3800 2021-02-06 21:25:19,040 - mmaction - INFO - Epoch [70][1100/3757] lr: 1.000e-03, eta: 1 day, 8:24:25, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8945, loss_cls: 1.1022, loss: 1.1022, grad_norm: 6.3327 2021-02-06 21:25:27,964 - mmaction - INFO - Epoch [70][1120/3757] lr: 1.000e-03, eta: 1 day, 8:23:58, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8797, loss_cls: 1.2108, loss: 1.2108, grad_norm: 6.6450 2021-02-06 21:25:36,850 - mmaction - INFO - Epoch [70][1140/3757] lr: 1.000e-03, eta: 1 day, 8:23:30, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.1878, loss: 1.1878, grad_norm: 6.4569 2021-02-06 21:25:45,742 - mmaction - INFO - Epoch [70][1160/3757] lr: 1.000e-03, eta: 1 day, 8:23:03, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.1867, loss: 1.1867, grad_norm: 6.6457 2021-02-06 21:25:54,604 - mmaction - INFO - Epoch [70][1180/3757] lr: 1.000e-03, eta: 1 day, 8:22:35, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8758, loss_cls: 1.2217, loss: 1.2217, grad_norm: 6.6543 2021-02-06 21:26:03,498 - mmaction - INFO - Epoch [70][1200/3757] lr: 1.000e-03, eta: 1 day, 8:22:08, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8961, loss_cls: 1.0750, loss: 1.0750, grad_norm: 6.1515 2021-02-06 21:26:12,400 - mmaction - INFO - Epoch [70][1220/3757] lr: 1.000e-03, eta: 1 day, 8:21:40, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8984, loss_cls: 1.0863, loss: 1.0863, grad_norm: 6.4610 2021-02-06 21:26:21,311 - mmaction - INFO - Epoch [70][1240/3757] lr: 1.000e-03, eta: 1 day, 8:21:12, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8719, loss_cls: 1.1790, loss: 1.1790, grad_norm: 6.5623 2021-02-06 21:26:30,131 - mmaction - INFO - Epoch [70][1260/3757] lr: 1.000e-03, eta: 1 day, 8:20:45, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1594, loss: 1.1594, grad_norm: 6.4246 2021-02-06 21:26:39,034 - mmaction - INFO - Epoch [70][1280/3757] lr: 1.000e-03, eta: 1 day, 8:20:17, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8922, loss_cls: 1.1008, loss: 1.1008, grad_norm: 6.2451 2021-02-06 21:26:47,883 - mmaction - INFO - Epoch [70][1300/3757] lr: 1.000e-03, eta: 1 day, 8:19:50, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8867, loss_cls: 1.0911, loss: 1.0911, grad_norm: 6.2462 2021-02-06 21:26:56,817 - mmaction - INFO - Epoch [70][1320/3757] lr: 1.000e-03, eta: 1 day, 8:19:22, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8891, loss_cls: 1.1179, loss: 1.1179, grad_norm: 6.2039 2021-02-06 21:27:05,724 - mmaction - INFO - Epoch [70][1340/3757] lr: 1.000e-03, eta: 1 day, 8:18:55, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2118, loss: 1.2118, grad_norm: 6.6732 2021-02-06 21:27:14,588 - mmaction - INFO - Epoch [70][1360/3757] lr: 1.000e-03, eta: 1 day, 8:18:27, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0505, loss: 1.0505, grad_norm: 6.3557 2021-02-06 21:27:23,449 - mmaction - INFO - Epoch [70][1380/3757] lr: 1.000e-03, eta: 1 day, 8:18:00, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8820, loss_cls: 1.1401, loss: 1.1401, grad_norm: 6.5555 2021-02-06 21:27:32,308 - mmaction - INFO - Epoch [70][1400/3757] lr: 1.000e-03, eta: 1 day, 8:17:32, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.1571, loss: 1.1571, grad_norm: 6.5582 2021-02-06 21:27:41,237 - mmaction - INFO - Epoch [70][1420/3757] lr: 1.000e-03, eta: 1 day, 8:17:05, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.0821, loss: 1.0821, grad_norm: 6.2857 2021-02-06 21:27:50,069 - mmaction - INFO - Epoch [70][1440/3757] lr: 1.000e-03, eta: 1 day, 8:16:37, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8875, loss_cls: 1.1324, loss: 1.1324, grad_norm: 6.4453 2021-02-06 21:27:58,932 - mmaction - INFO - Epoch [70][1460/3757] lr: 1.000e-03, eta: 1 day, 8:16:09, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8984, loss_cls: 1.0806, loss: 1.0806, grad_norm: 6.2298 2021-02-06 21:28:07,886 - mmaction - INFO - Epoch [70][1480/3757] lr: 1.000e-03, eta: 1 day, 8:15:42, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8953, loss_cls: 1.0966, loss: 1.0966, grad_norm: 6.3148 2021-02-06 21:28:16,705 - mmaction - INFO - Epoch [70][1500/3757] lr: 1.000e-03, eta: 1 day, 8:15:14, time: 0.441, data_time: 0.002, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8797, loss_cls: 1.1516, loss: 1.1516, grad_norm: 6.3411 2021-02-06 21:28:51,571 - mmaction - INFO - Epoch [70][1520/3757] lr: 1.000e-03, eta: 1 day, 8:15:04, time: 1.743, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8914, loss_cls: 1.1022, loss: 1.1022, grad_norm: 6.2943 2021-02-06 21:29:26,067 - mmaction - INFO - Epoch [70][1540/3757] lr: 1.000e-03, eta: 1 day, 8:14:53, time: 1.725, data_time: 1.284, memory: 7141, top1_acc: 0.7273, top5_acc: 0.9008, loss_cls: 1.0952, loss: 1.0952, grad_norm: 6.3851 2021-02-06 21:29:34,912 - mmaction - INFO - Epoch [70][1560/3757] lr: 1.000e-03, eta: 1 day, 8:14:25, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.1320, loss: 1.1320, grad_norm: 6.4548 2021-02-06 21:30:06,838 - mmaction - INFO - Epoch [70][1580/3757] lr: 1.000e-03, eta: 1 day, 8:14:13, time: 1.596, data_time: 1.146, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8859, loss_cls: 1.1774, loss: 1.1774, grad_norm: 6.6473 2021-02-06 21:30:56,773 - mmaction - INFO - Epoch [70][1600/3757] lr: 1.000e-03, eta: 1 day, 8:14:12, time: 2.496, data_time: 0.911, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.1402, loss: 1.1402, grad_norm: 6.4812 2021-02-06 21:31:05,609 - mmaction - INFO - Epoch [70][1620/3757] lr: 1.000e-03, eta: 1 day, 8:13:44, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8992, loss_cls: 1.0641, loss: 1.0641, grad_norm: 6.5470 2021-02-06 21:31:37,267 - mmaction - INFO - Epoch [70][1640/3757] lr: 1.000e-03, eta: 1 day, 8:13:31, time: 1.582, data_time: 0.210, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.1724, loss: 1.1724, grad_norm: 6.6024 2021-02-06 21:31:59,279 - mmaction - INFO - Epoch [70][1660/3757] lr: 1.000e-03, eta: 1 day, 8:13:12, time: 1.101, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8922, loss_cls: 1.0811, loss: 1.0811, grad_norm: 6.2566 2021-02-06 21:32:08,309 - mmaction - INFO - Epoch [70][1680/3757] lr: 1.000e-03, eta: 1 day, 8:12:45, time: 0.452, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8984, loss_cls: 1.0943, loss: 1.0943, grad_norm: 6.4240 2021-02-06 21:32:17,081 - mmaction - INFO - Epoch [70][1700/3757] lr: 1.000e-03, eta: 1 day, 8:12:17, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8992, loss_cls: 1.0804, loss: 1.0804, grad_norm: 6.2036 2021-02-06 21:32:25,902 - mmaction - INFO - Epoch [70][1720/3757] lr: 1.000e-03, eta: 1 day, 8:11:50, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.1715, loss: 1.1715, grad_norm: 6.4623 2021-02-06 21:32:34,707 - mmaction - INFO - Epoch [70][1740/3757] lr: 1.000e-03, eta: 1 day, 8:11:22, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8758, loss_cls: 1.1411, loss: 1.1411, grad_norm: 6.4490 2021-02-06 21:32:51,167 - mmaction - INFO - Epoch [70][1760/3757] lr: 1.000e-03, eta: 1 day, 8:10:59, time: 0.823, data_time: 0.026, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8758, loss_cls: 1.1670, loss: 1.1670, grad_norm: 6.5494 2021-02-06 21:33:38,330 - mmaction - INFO - Epoch [70][1780/3757] lr: 1.000e-03, eta: 1 day, 8:10:57, time: 2.358, data_time: 0.746, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1405, loss: 1.1405, grad_norm: 6.5997 2021-02-06 21:34:02,920 - mmaction - INFO - Epoch [70][1800/3757] lr: 1.000e-03, eta: 1 day, 8:10:39, time: 1.229, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1642, loss: 1.1642, grad_norm: 6.4755 2021-02-06 21:34:11,733 - mmaction - INFO - Epoch [70][1820/3757] lr: 1.000e-03, eta: 1 day, 8:10:12, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8914, loss_cls: 1.1315, loss: 1.1315, grad_norm: 6.5638 2021-02-06 21:34:20,510 - mmaction - INFO - Epoch [70][1840/3757] lr: 1.000e-03, eta: 1 day, 8:09:44, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8773, loss_cls: 1.2301, loss: 1.2301, grad_norm: 6.7680 2021-02-06 21:35:12,586 - mmaction - INFO - Epoch [70][1860/3757] lr: 1.000e-03, eta: 1 day, 8:09:44, time: 2.604, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8766, loss_cls: 1.1545, loss: 1.1545, grad_norm: 6.5419 2021-02-06 21:35:22,514 - mmaction - INFO - Epoch [70][1880/3757] lr: 1.000e-03, eta: 1 day, 8:09:18, time: 0.497, data_time: 0.061, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8859, loss_cls: 1.1682, loss: 1.1682, grad_norm: 6.4371 2021-02-06 21:35:31,255 - mmaction - INFO - Epoch [70][1900/3757] lr: 1.000e-03, eta: 1 day, 8:08:50, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8820, loss_cls: 1.1783, loss: 1.1783, grad_norm: 6.6595 2021-02-06 21:36:32,901 - mmaction - INFO - Epoch [70][1920/3757] lr: 1.000e-03, eta: 1 day, 8:08:56, time: 3.082, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8695, loss_cls: 1.1843, loss: 1.1843, grad_norm: 6.4705 2021-02-06 21:37:04,956 - mmaction - INFO - Epoch [70][1940/3757] lr: 1.000e-03, eta: 1 day, 8:08:44, time: 1.603, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8922, loss_cls: 1.1518, loss: 1.1518, grad_norm: 6.3096 2021-02-06 21:38:37,686 - mmaction - INFO - Epoch [70][1960/3757] lr: 1.000e-03, eta: 1 day, 8:09:10, time: 4.637, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8883, loss_cls: 1.1396, loss: 1.1396, grad_norm: 6.4824 2021-02-06 21:39:09,771 - mmaction - INFO - Epoch [70][1980/3757] lr: 1.000e-03, eta: 1 day, 8:08:58, time: 1.603, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8828, loss_cls: 1.2230, loss: 1.2230, grad_norm: 6.5653 2021-02-06 21:39:18,546 - mmaction - INFO - Epoch [70][2000/3757] lr: 1.000e-03, eta: 1 day, 8:08:30, time: 0.438, data_time: 0.002, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8922, loss_cls: 1.1352, loss: 1.1352, grad_norm: 6.6006 2021-02-06 21:40:31,031 - mmaction - INFO - Epoch [70][2020/3757] lr: 1.000e-03, eta: 1 day, 8:08:43, time: 3.625, data_time: 1.333, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1856, loss: 1.1856, grad_norm: 6.5382 2021-02-06 21:41:21,875 - mmaction - INFO - Epoch [70][2040/3757] lr: 1.000e-03, eta: 1 day, 8:08:43, time: 2.543, data_time: 1.236, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2225, loss: 1.2225, grad_norm: 6.6997 2021-02-06 21:42:39,963 - mmaction - INFO - Epoch [70][2060/3757] lr: 1.000e-03, eta: 1 day, 8:08:59, time: 3.903, data_time: 2.680, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.1744, loss: 1.1744, grad_norm: 6.5502 2021-02-06 21:43:55,970 - mmaction - INFO - Epoch [70][2080/3757] lr: 1.000e-03, eta: 1 day, 8:09:15, time: 3.801, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.1928, loss: 1.1928, grad_norm: 6.7766 2021-02-06 21:44:46,406 - mmaction - INFO - Epoch [70][2100/3757] lr: 1.000e-03, eta: 1 day, 8:09:14, time: 2.522, data_time: 1.088, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1817, loss: 1.1817, grad_norm: 6.4193 2021-02-06 21:45:27,963 - mmaction - INFO - Epoch [70][2120/3757] lr: 1.000e-03, eta: 1 day, 8:09:07, time: 2.078, data_time: 1.632, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8930, loss_cls: 1.1469, loss: 1.1469, grad_norm: 6.5458 2021-02-06 21:45:55,585 - mmaction - INFO - Epoch [70][2140/3757] lr: 1.000e-03, eta: 1 day, 8:08:52, time: 1.381, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8906, loss_cls: 1.0911, loss: 1.0911, grad_norm: 6.2047 2021-02-06 21:46:40,822 - mmaction - INFO - Epoch [70][2160/3757] lr: 1.000e-03, eta: 1 day, 8:08:48, time: 2.262, data_time: 0.670, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.0992, loss: 1.0992, grad_norm: 6.5456 2021-02-06 21:47:30,477 - mmaction - INFO - Epoch [70][2180/3757] lr: 1.000e-03, eta: 1 day, 8:08:46, time: 2.483, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8805, loss_cls: 1.1285, loss: 1.1285, grad_norm: 6.4146 2021-02-06 21:47:55,826 - mmaction - INFO - Epoch [70][2200/3757] lr: 1.000e-03, eta: 1 day, 8:08:29, time: 1.267, data_time: 0.829, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8820, loss_cls: 1.1564, loss: 1.1564, grad_norm: 6.6097 2021-02-06 21:48:04,631 - mmaction - INFO - Epoch [70][2220/3757] lr: 1.000e-03, eta: 1 day, 8:08:02, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.2067, loss: 1.2067, grad_norm: 6.6942 2021-02-06 21:48:13,518 - mmaction - INFO - Epoch [70][2240/3757] lr: 1.000e-03, eta: 1 day, 8:07:34, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8812, loss_cls: 1.1922, loss: 1.1922, grad_norm: 6.6390 2021-02-06 21:48:22,349 - mmaction - INFO - Epoch [70][2260/3757] lr: 1.000e-03, eta: 1 day, 8:07:07, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8906, loss_cls: 1.0963, loss: 1.0963, grad_norm: 6.5434 2021-02-06 21:49:10,916 - mmaction - INFO - Epoch [70][2280/3757] lr: 1.000e-03, eta: 1 day, 8:07:04, time: 2.428, data_time: 1.004, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9023, loss_cls: 1.0643, loss: 1.0643, grad_norm: 6.2520 2021-02-06 21:49:31,737 - mmaction - INFO - Epoch [70][2300/3757] lr: 1.000e-03, eta: 1 day, 8:06:45, time: 1.041, data_time: 0.596, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1580, loss: 1.1580, grad_norm: 6.5524 2021-02-06 21:50:10,192 - mmaction - INFO - Epoch [70][2320/3757] lr: 1.000e-03, eta: 1 day, 8:06:36, time: 1.922, data_time: 0.069, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8891, loss_cls: 1.1802, loss: 1.1802, grad_norm: 6.5754 2021-02-06 21:51:07,929 - mmaction - INFO - Epoch [70][2340/3757] lr: 1.000e-03, eta: 1 day, 8:06:40, time: 2.886, data_time: 2.440, memory: 7141, top1_acc: 0.7289, top5_acc: 0.9023, loss_cls: 1.0715, loss: 1.0715, grad_norm: 6.4313 2021-02-06 21:52:00,409 - mmaction - INFO - Epoch [70][2360/3757] lr: 1.000e-03, eta: 1 day, 8:06:40, time: 2.625, data_time: 1.134, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.0477, loss: 1.0477, grad_norm: 6.4747 2021-02-06 21:53:00,283 - mmaction - INFO - Epoch [70][2380/3757] lr: 1.000e-03, eta: 1 day, 8:06:45, time: 2.994, data_time: 2.550, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1809, loss: 1.1809, grad_norm: 6.6038 2021-02-06 21:53:24,289 - mmaction - INFO - Epoch [70][2400/3757] lr: 1.000e-03, eta: 1 day, 8:06:27, time: 1.200, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.1966, loss: 1.1966, grad_norm: 6.8339 2021-02-06 21:53:33,025 - mmaction - INFO - Epoch [70][2420/3757] lr: 1.000e-03, eta: 1 day, 8:05:59, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8891, loss_cls: 1.1319, loss: 1.1319, grad_norm: 6.5340 2021-02-06 21:53:59,721 - mmaction - INFO - Epoch [70][2440/3757] lr: 1.000e-03, eta: 1 day, 8:05:43, time: 1.335, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8828, loss_cls: 1.1463, loss: 1.1463, grad_norm: 6.3821 2021-02-06 21:54:08,549 - mmaction - INFO - Epoch [70][2460/3757] lr: 1.000e-03, eta: 1 day, 8:05:16, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8906, loss_cls: 1.1353, loss: 1.1353, grad_norm: 6.3773 2021-02-06 21:54:24,290 - mmaction - INFO - Epoch [70][2480/3757] lr: 1.000e-03, eta: 1 day, 8:04:52, time: 0.786, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8773, loss_cls: 1.1469, loss: 1.1469, grad_norm: 6.4489 2021-02-06 21:54:33,079 - mmaction - INFO - Epoch [70][2500/3757] lr: 1.000e-03, eta: 1 day, 8:04:25, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1425, loss: 1.1425, grad_norm: 6.5314 2021-02-06 21:55:03,106 - mmaction - INFO - Epoch [70][2520/3757] lr: 1.000e-03, eta: 1 day, 8:04:11, time: 1.501, data_time: 0.318, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8945, loss_cls: 1.1250, loss: 1.1250, grad_norm: 6.5039 2021-02-06 21:55:11,922 - mmaction - INFO - Epoch [70][2540/3757] lr: 1.000e-03, eta: 1 day, 8:03:43, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8969, loss_cls: 1.1195, loss: 1.1195, grad_norm: 6.6303 2021-02-06 21:55:43,946 - mmaction - INFO - Epoch [70][2560/3757] lr: 1.000e-03, eta: 1 day, 8:03:31, time: 1.602, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9000, loss_cls: 1.0461, loss: 1.0461, grad_norm: 6.2234 2021-02-06 21:55:52,701 - mmaction - INFO - Epoch [70][2580/3757] lr: 1.000e-03, eta: 1 day, 8:03:03, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8859, loss_cls: 1.1865, loss: 1.1865, grad_norm: 6.8627 2021-02-06 21:56:19,479 - mmaction - INFO - Epoch [70][2600/3757] lr: 1.000e-03, eta: 1 day, 8:02:47, time: 1.339, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1936, loss: 1.1936, grad_norm: 6.8039 2021-02-06 21:56:28,264 - mmaction - INFO - Epoch [70][2620/3757] lr: 1.000e-03, eta: 1 day, 8:02:19, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8922, loss_cls: 1.1310, loss: 1.1310, grad_norm: 6.5726 2021-02-06 21:56:37,061 - mmaction - INFO - Epoch [70][2640/3757] lr: 1.000e-03, eta: 1 day, 8:01:52, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8844, loss_cls: 1.1128, loss: 1.1128, grad_norm: 6.4880 2021-02-06 21:56:45,883 - mmaction - INFO - Epoch [70][2660/3757] lr: 1.000e-03, eta: 1 day, 8:01:24, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8867, loss_cls: 1.0840, loss: 1.0840, grad_norm: 6.3625 2021-02-06 21:56:54,737 - mmaction - INFO - Epoch [70][2680/3757] lr: 1.000e-03, eta: 1 day, 8:00:57, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1437, loss: 1.1437, grad_norm: 6.6467 2021-02-06 21:57:13,629 - mmaction - INFO - Epoch [70][2700/3757] lr: 1.000e-03, eta: 1 day, 8:00:36, time: 0.945, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8766, loss_cls: 1.1611, loss: 1.1611, grad_norm: 6.6578 2021-02-06 21:57:22,405 - mmaction - INFO - Epoch [70][2720/3757] lr: 1.000e-03, eta: 1 day, 8:00:08, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8578, loss_cls: 1.2517, loss: 1.2517, grad_norm: 6.6406 2021-02-06 21:57:31,176 - mmaction - INFO - Epoch [70][2740/3757] lr: 1.000e-03, eta: 1 day, 7:59:40, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8867, loss_cls: 1.1465, loss: 1.1465, grad_norm: 6.4947 2021-02-06 21:57:40,469 - mmaction - INFO - Epoch [70][2760/3757] lr: 1.000e-03, eta: 1 day, 7:59:13, time: 0.464, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.2116, loss: 1.2116, grad_norm: 6.7793 2021-02-06 21:58:14,069 - mmaction - INFO - Epoch [70][2780/3757] lr: 1.000e-03, eta: 1 day, 7:59:01, time: 1.680, data_time: 1.235, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8922, loss_cls: 1.1018, loss: 1.1018, grad_norm: 6.4115 2021-02-06 21:58:22,807 - mmaction - INFO - Epoch [70][2800/3757] lr: 1.000e-03, eta: 1 day, 7:58:34, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8672, loss_cls: 1.2526, loss: 1.2526, grad_norm: 6.5498 2021-02-06 21:58:31,660 - mmaction - INFO - Epoch [70][2820/3757] lr: 1.000e-03, eta: 1 day, 7:58:06, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8812, loss_cls: 1.1784, loss: 1.1784, grad_norm: 6.5805 2021-02-06 21:58:54,899 - mmaction - INFO - Epoch [70][2840/3757] lr: 1.000e-03, eta: 1 day, 7:57:48, time: 1.162, data_time: 0.519, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1415, loss: 1.1415, grad_norm: 6.5787 2021-02-06 22:00:17,492 - mmaction - INFO - Epoch [70][2860/3757] lr: 1.000e-03, eta: 1 day, 7:58:07, time: 4.129, data_time: 1.156, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8789, loss_cls: 1.1611, loss: 1.1611, grad_norm: 6.5493 2021-02-06 22:00:51,860 - mmaction - INFO - Epoch [70][2880/3757] lr: 1.000e-03, eta: 1 day, 7:57:56, time: 1.719, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8812, loss_cls: 1.1775, loss: 1.1775, grad_norm: 6.6511 2021-02-06 22:01:59,918 - mmaction - INFO - Epoch [70][2900/3757] lr: 1.000e-03, eta: 1 day, 7:58:06, time: 3.402, data_time: 2.186, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8969, loss_cls: 1.0596, loss: 1.0596, grad_norm: 6.3441 2021-02-06 22:02:18,703 - mmaction - INFO - Epoch [70][2920/3757] lr: 1.000e-03, eta: 1 day, 7:57:45, time: 0.940, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.1819, loss: 1.1819, grad_norm: 6.7755 2021-02-06 22:03:01,525 - mmaction - INFO - Epoch [70][2940/3757] lr: 1.000e-03, eta: 1 day, 7:57:39, time: 2.140, data_time: 1.609, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8828, loss_cls: 1.1434, loss: 1.1434, grad_norm: 6.5089 2021-02-06 22:04:06,748 - mmaction - INFO - Epoch [70][2960/3757] lr: 1.000e-03, eta: 1 day, 7:57:47, time: 3.262, data_time: 1.326, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8766, loss_cls: 1.2298, loss: 1.2298, grad_norm: 6.8625 2021-02-06 22:04:35,349 - mmaction - INFO - Epoch [70][2980/3757] lr: 1.000e-03, eta: 1 day, 7:57:32, time: 1.431, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8859, loss_cls: 1.1244, loss: 1.1244, grad_norm: 6.6285 2021-02-06 22:05:08,267 - mmaction - INFO - Epoch [70][3000/3757] lr: 1.000e-03, eta: 1 day, 7:57:20, time: 1.645, data_time: 0.000, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8648, loss_cls: 1.2644, loss: 1.2644, grad_norm: 6.6389 2021-02-06 22:05:32,734 - mmaction - INFO - Epoch [70][3020/3757] lr: 1.000e-03, eta: 1 day, 7:57:02, time: 1.224, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8820, loss_cls: 1.1609, loss: 1.1609, grad_norm: 6.4490 2021-02-06 22:06:05,537 - mmaction - INFO - Epoch [70][3040/3757] lr: 1.000e-03, eta: 1 day, 7:56:50, time: 1.640, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8914, loss_cls: 1.1106, loss: 1.1106, grad_norm: 6.3231 2021-02-06 22:07:04,067 - mmaction - INFO - Epoch [70][3060/3757] lr: 1.000e-03, eta: 1 day, 7:56:53, time: 2.927, data_time: 2.479, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8977, loss_cls: 1.1108, loss: 1.1108, grad_norm: 6.4556 2021-02-06 22:07:35,840 - mmaction - INFO - Epoch [70][3080/3757] lr: 1.000e-03, eta: 1 day, 7:56:40, time: 1.589, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.1781, loss: 1.1781, grad_norm: 6.5231 2021-02-06 22:08:06,579 - mmaction - INFO - Epoch [70][3100/3757] lr: 1.000e-03, eta: 1 day, 7:56:27, time: 1.537, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8688, loss_cls: 1.1646, loss: 1.1646, grad_norm: 6.4308 2021-02-06 22:08:30,579 - mmaction - INFO - Epoch [70][3120/3757] lr: 1.000e-03, eta: 1 day, 7:56:09, time: 1.200, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8852, loss_cls: 1.1860, loss: 1.1860, grad_norm: 6.6179 2021-02-06 22:09:06,682 - mmaction - INFO - Epoch [70][3140/3757] lr: 1.000e-03, eta: 1 day, 7:55:58, time: 1.805, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8797, loss_cls: 1.1841, loss: 1.1841, grad_norm: 6.4834 2021-02-06 22:09:15,435 - mmaction - INFO - Epoch [70][3160/3757] lr: 1.000e-03, eta: 1 day, 7:55:31, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.1718, loss: 1.1718, grad_norm: 6.6241 2021-02-06 22:09:43,660 - mmaction - INFO - Epoch [70][3180/3757] lr: 1.000e-03, eta: 1 day, 7:55:16, time: 1.412, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2249, loss: 1.2249, grad_norm: 6.6546 2021-02-06 22:10:21,321 - mmaction - INFO - Epoch [70][3200/3757] lr: 1.000e-03, eta: 1 day, 7:55:06, time: 1.883, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.9000, loss_cls: 1.0645, loss: 1.0645, grad_norm: 6.4138 2021-02-06 22:10:30,119 - mmaction - INFO - Epoch [70][3220/3757] lr: 1.000e-03, eta: 1 day, 7:54:39, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8961, loss_cls: 1.1362, loss: 1.1362, grad_norm: 6.7294 2021-02-06 22:11:26,942 - mmaction - INFO - Epoch [70][3240/3757] lr: 1.000e-03, eta: 1 day, 7:54:41, time: 2.841, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.1549, loss: 1.1549, grad_norm: 6.4707 2021-02-06 22:11:35,736 - mmaction - INFO - Epoch [70][3260/3757] lr: 1.000e-03, eta: 1 day, 7:54:14, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8898, loss_cls: 1.2014, loss: 1.2014, grad_norm: 6.6953 2021-02-06 22:12:23,806 - mmaction - INFO - Epoch [70][3280/3757] lr: 1.000e-03, eta: 1 day, 7:54:11, time: 2.404, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8773, loss_cls: 1.1782, loss: 1.1782, grad_norm: 6.5795 2021-02-06 22:13:00,135 - mmaction - INFO - Epoch [70][3300/3757] lr: 1.000e-03, eta: 1 day, 7:54:01, time: 1.817, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8773, loss_cls: 1.1496, loss: 1.1496, grad_norm: 6.5671 2021-02-06 22:13:26,992 - mmaction - INFO - Epoch [70][3320/3757] lr: 1.000e-03, eta: 1 day, 7:53:45, time: 1.343, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1687, loss: 1.1687, grad_norm: 6.5264 2021-02-06 22:13:35,787 - mmaction - INFO - Epoch [70][3340/3757] lr: 1.000e-03, eta: 1 day, 7:53:17, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8883, loss_cls: 1.0706, loss: 1.0706, grad_norm: 6.3716 2021-02-06 22:14:08,899 - mmaction - INFO - Epoch [70][3360/3757] lr: 1.000e-03, eta: 1 day, 7:53:05, time: 1.656, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1594, loss: 1.1594, grad_norm: 6.5714 2021-02-06 22:14:56,306 - mmaction - INFO - Epoch [70][3380/3757] lr: 1.000e-03, eta: 1 day, 7:53:02, time: 2.371, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8898, loss_cls: 1.1613, loss: 1.1613, grad_norm: 6.6364 2021-02-06 22:15:23,529 - mmaction - INFO - Epoch [70][3400/3757] lr: 1.000e-03, eta: 1 day, 7:52:46, time: 1.361, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8984, loss_cls: 1.0847, loss: 1.0847, grad_norm: 6.4235 2021-02-06 22:15:43,618 - mmaction - INFO - Epoch [70][3420/3757] lr: 1.000e-03, eta: 1 day, 7:52:25, time: 1.004, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8891, loss_cls: 1.1735, loss: 1.1735, grad_norm: 6.6638 2021-02-06 22:16:24,532 - mmaction - INFO - Epoch [70][3440/3757] lr: 1.000e-03, eta: 1 day, 7:52:18, time: 2.045, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1646, loss: 1.1646, grad_norm: 6.8634 2021-02-06 22:17:08,797 - mmaction - INFO - Epoch [70][3460/3757] lr: 1.000e-03, eta: 1 day, 7:52:13, time: 2.213, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8852, loss_cls: 1.1807, loss: 1.1807, grad_norm: 6.3360 2021-02-06 22:17:43,714 - mmaction - INFO - Epoch [70][3480/3757] lr: 1.000e-03, eta: 1 day, 7:52:02, time: 1.746, data_time: 0.062, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.1946, loss: 1.1946, grad_norm: 6.8593 2021-02-06 22:18:19,920 - mmaction - INFO - Epoch [70][3500/3757] lr: 1.000e-03, eta: 1 day, 7:51:51, time: 1.811, data_time: 1.355, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8789, loss_cls: 1.1526, loss: 1.1526, grad_norm: 6.3948 2021-02-06 22:18:41,524 - mmaction - INFO - Epoch [70][3520/3757] lr: 1.000e-03, eta: 1 day, 7:51:32, time: 1.079, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8984, loss_cls: 1.0640, loss: 1.0640, grad_norm: 6.3128 2021-02-06 22:19:26,555 - mmaction - INFO - Epoch [70][3540/3757] lr: 1.000e-03, eta: 1 day, 7:51:27, time: 2.252, data_time: 0.043, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8930, loss_cls: 1.0678, loss: 1.0678, grad_norm: 6.2506 2021-02-06 22:20:21,705 - mmaction - INFO - Epoch [70][3560/3757] lr: 1.000e-03, eta: 1 day, 7:51:28, time: 2.757, data_time: 1.235, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8820, loss_cls: 1.1392, loss: 1.1392, grad_norm: 6.5527 2021-02-06 22:21:10,248 - mmaction - INFO - Epoch [70][3580/3757] lr: 1.000e-03, eta: 1 day, 7:51:26, time: 2.428, data_time: 0.002, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8859, loss_cls: 1.1651, loss: 1.1651, grad_norm: 6.6436 2021-02-06 22:22:21,529 - mmaction - INFO - Epoch [70][3600/3757] lr: 1.000e-03, eta: 1 day, 7:51:37, time: 3.563, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8969, loss_cls: 1.1028, loss: 1.1028, grad_norm: 6.4830 2021-02-06 22:22:56,883 - mmaction - INFO - Epoch [70][3620/3757] lr: 1.000e-03, eta: 1 day, 7:51:27, time: 1.769, data_time: 0.497, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8859, loss_cls: 1.1506, loss: 1.1506, grad_norm: 6.4486 2021-02-06 22:23:28,497 - mmaction - INFO - Epoch [70][3640/3757] lr: 1.000e-03, eta: 1 day, 7:51:13, time: 1.580, data_time: 0.318, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8742, loss_cls: 1.1935, loss: 1.1935, grad_norm: 6.6541 2021-02-06 22:23:59,796 - mmaction - INFO - Epoch [70][3660/3757] lr: 1.000e-03, eta: 1 day, 7:51:00, time: 1.565, data_time: 1.119, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8734, loss_cls: 1.1928, loss: 1.1928, grad_norm: 6.5654 2021-02-06 22:24:47,803 - mmaction - INFO - Epoch [70][3680/3757] lr: 1.000e-03, eta: 1 day, 7:50:57, time: 2.401, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.1506, loss: 1.1506, grad_norm: 6.6249 2021-02-06 22:25:38,406 - mmaction - INFO - Epoch [70][3700/3757] lr: 1.000e-03, eta: 1 day, 7:50:55, time: 2.529, data_time: 0.952, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8938, loss_cls: 1.1198, loss: 1.1198, grad_norm: 6.6016 2021-02-06 22:26:01,439 - mmaction - INFO - Epoch [70][3720/3757] lr: 1.000e-03, eta: 1 day, 7:50:37, time: 1.152, data_time: 0.530, memory: 7141, top1_acc: 0.7281, top5_acc: 0.9023, loss_cls: 1.0474, loss: 1.0474, grad_norm: 6.1539 2021-02-06 22:27:13,387 - mmaction - INFO - Epoch [70][3740/3757] lr: 1.000e-03, eta: 1 day, 7:50:49, time: 3.598, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8836, loss_cls: 1.1511, loss: 1.1511, grad_norm: 6.5657 2021-02-06 22:27:35,176 - mmaction - INFO - Saving checkpoint at 70 epochs 2021-02-06 22:28:00,285 - mmaction - INFO - Epoch [71][20/3757] lr: 1.000e-03, eta: 1 day, 7:50:03, time: 1.230, data_time: 0.782, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1909, loss: 1.1909, grad_norm: 6.4904 2021-02-06 22:28:09,091 - mmaction - INFO - Epoch [71][40/3757] lr: 1.000e-03, eta: 1 day, 7:49:35, time: 0.440, data_time: 0.004, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8859, loss_cls: 1.1514, loss: 1.1514, grad_norm: 6.4910 2021-02-06 22:28:17,860 - mmaction - INFO - Epoch [71][60/3757] lr: 1.000e-03, eta: 1 day, 7:49:08, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8867, loss_cls: 1.1083, loss: 1.1083, grad_norm: 6.4872 2021-02-06 22:28:26,677 - mmaction - INFO - Epoch [71][80/3757] lr: 1.000e-03, eta: 1 day, 7:48:40, time: 0.441, data_time: 0.002, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8992, loss_cls: 1.0642, loss: 1.0642, grad_norm: 6.3312 2021-02-06 22:28:35,452 - mmaction - INFO - Epoch [71][100/3757] lr: 1.000e-03, eta: 1 day, 7:48:13, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8953, loss_cls: 1.0846, loss: 1.0846, grad_norm: 6.4318 2021-02-06 22:28:44,243 - mmaction - INFO - Epoch [71][120/3757] lr: 1.000e-03, eta: 1 day, 7:47:45, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8914, loss_cls: 1.1122, loss: 1.1122, grad_norm: 6.7030 2021-02-06 22:28:53,009 - mmaction - INFO - Epoch [71][140/3757] lr: 1.000e-03, eta: 1 day, 7:47:18, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8953, loss_cls: 1.0948, loss: 1.0948, grad_norm: 6.4272 2021-02-06 22:29:01,794 - mmaction - INFO - Epoch [71][160/3757] lr: 1.000e-03, eta: 1 day, 7:46:50, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.9016, loss_cls: 1.1013, loss: 1.1013, grad_norm: 6.6190 2021-02-06 22:29:10,646 - mmaction - INFO - Epoch [71][180/3757] lr: 1.000e-03, eta: 1 day, 7:46:23, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8852, loss_cls: 1.1067, loss: 1.1067, grad_norm: 6.4685 2021-02-06 22:29:19,473 - mmaction - INFO - Epoch [71][200/3757] lr: 1.000e-03, eta: 1 day, 7:45:55, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8914, loss_cls: 1.1493, loss: 1.1493, grad_norm: 6.6272 2021-02-06 22:29:28,312 - mmaction - INFO - Epoch [71][220/3757] lr: 1.000e-03, eta: 1 day, 7:45:28, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8898, loss_cls: 1.0664, loss: 1.0664, grad_norm: 6.2867 2021-02-06 22:29:37,093 - mmaction - INFO - Epoch [71][240/3757] lr: 1.000e-03, eta: 1 day, 7:45:00, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8891, loss_cls: 1.0835, loss: 1.0835, grad_norm: 6.2845 2021-02-06 22:29:45,881 - mmaction - INFO - Epoch [71][260/3757] lr: 1.000e-03, eta: 1 day, 7:44:33, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8961, loss_cls: 1.0781, loss: 1.0781, grad_norm: 6.1615 2021-02-06 22:29:54,734 - mmaction - INFO - Epoch [71][280/3757] lr: 1.000e-03, eta: 1 day, 7:44:05, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8930, loss_cls: 1.0658, loss: 1.0658, grad_norm: 6.5589 2021-02-06 22:30:03,553 - mmaction - INFO - Epoch [71][300/3757] lr: 1.000e-03, eta: 1 day, 7:43:38, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8984, loss_cls: 1.1203, loss: 1.1203, grad_norm: 6.6316 2021-02-06 22:30:12,419 - mmaction - INFO - Epoch [71][320/3757] lr: 1.000e-03, eta: 1 day, 7:43:10, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8852, loss_cls: 1.1396, loss: 1.1396, grad_norm: 6.6786 2021-02-06 22:30:21,273 - mmaction - INFO - Epoch [71][340/3757] lr: 1.000e-03, eta: 1 day, 7:42:43, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9016, loss_cls: 1.0684, loss: 1.0684, grad_norm: 6.2789 2021-02-06 22:30:30,150 - mmaction - INFO - Epoch [71][360/3757] lr: 1.000e-03, eta: 1 day, 7:42:15, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9016, loss_cls: 1.0477, loss: 1.0477, grad_norm: 6.5003 2021-02-06 22:30:38,981 - mmaction - INFO - Epoch [71][380/3757] lr: 1.000e-03, eta: 1 day, 7:41:48, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8938, loss_cls: 1.0914, loss: 1.0914, grad_norm: 6.6337 2021-02-06 22:30:47,805 - mmaction - INFO - Epoch [71][400/3757] lr: 1.000e-03, eta: 1 day, 7:41:20, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1430, loss: 1.1430, grad_norm: 6.5713 2021-02-06 22:30:56,623 - mmaction - INFO - Epoch [71][420/3757] lr: 1.000e-03, eta: 1 day, 7:40:53, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8859, loss_cls: 1.1613, loss: 1.1613, grad_norm: 6.2756 2021-02-06 22:31:05,478 - mmaction - INFO - Epoch [71][440/3757] lr: 1.000e-03, eta: 1 day, 7:40:26, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8859, loss_cls: 1.1079, loss: 1.1079, grad_norm: 6.5581 2021-02-06 22:31:14,310 - mmaction - INFO - Epoch [71][460/3757] lr: 1.000e-03, eta: 1 day, 7:39:58, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8781, loss_cls: 1.1097, loss: 1.1097, grad_norm: 6.4813 2021-02-06 22:31:23,110 - mmaction - INFO - Epoch [71][480/3757] lr: 1.000e-03, eta: 1 day, 7:39:31, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9078, loss_cls: 1.0496, loss: 1.0496, grad_norm: 6.3798 2021-02-06 22:31:31,969 - mmaction - INFO - Epoch [71][500/3757] lr: 1.000e-03, eta: 1 day, 7:39:03, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.2208, loss: 1.2208, grad_norm: 6.6906 2021-02-06 22:31:40,777 - mmaction - INFO - Epoch [71][520/3757] lr: 1.000e-03, eta: 1 day, 7:38:36, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9008, loss_cls: 1.0594, loss: 1.0594, grad_norm: 6.3557 2021-02-06 22:31:49,630 - mmaction - INFO - Epoch [71][540/3757] lr: 1.000e-03, eta: 1 day, 7:38:08, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8914, loss_cls: 1.1110, loss: 1.1110, grad_norm: 6.5432 2021-02-06 22:31:58,542 - mmaction - INFO - Epoch [71][560/3757] lr: 1.000e-03, eta: 1 day, 7:37:41, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1226, loss: 1.1226, grad_norm: 6.5654 2021-02-06 22:32:07,442 - mmaction - INFO - Epoch [71][580/3757] lr: 1.000e-03, eta: 1 day, 7:37:14, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.2015, loss: 1.2015, grad_norm: 6.7541 2021-02-06 22:32:16,289 - mmaction - INFO - Epoch [71][600/3757] lr: 1.000e-03, eta: 1 day, 7:36:46, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1529, loss: 1.1529, grad_norm: 6.6448 2021-02-06 22:32:25,195 - mmaction - INFO - Epoch [71][620/3757] lr: 1.000e-03, eta: 1 day, 7:36:19, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8906, loss_cls: 1.1007, loss: 1.1007, grad_norm: 6.2869 2021-02-06 22:32:34,058 - mmaction - INFO - Epoch [71][640/3757] lr: 1.000e-03, eta: 1 day, 7:35:51, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.1489, loss: 1.1489, grad_norm: 6.7607 2021-02-06 22:32:42,935 - mmaction - INFO - Epoch [71][660/3757] lr: 1.000e-03, eta: 1 day, 7:35:24, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8930, loss_cls: 1.1333, loss: 1.1333, grad_norm: 6.4668 2021-02-06 22:32:52,007 - mmaction - INFO - Epoch [71][680/3757] lr: 1.000e-03, eta: 1 day, 7:34:57, time: 0.453, data_time: 0.011, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8961, loss_cls: 1.1302, loss: 1.1302, grad_norm: 6.4529 2021-02-06 22:33:00,913 - mmaction - INFO - Epoch [71][700/3757] lr: 1.000e-03, eta: 1 day, 7:34:30, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.2159, loss: 1.2159, grad_norm: 6.7875 2021-02-06 22:33:09,795 - mmaction - INFO - Epoch [71][720/3757] lr: 1.000e-03, eta: 1 day, 7:34:02, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9047, loss_cls: 1.0429, loss: 1.0429, grad_norm: 6.4421 2021-02-06 22:33:18,631 - mmaction - INFO - Epoch [71][740/3757] lr: 1.000e-03, eta: 1 day, 7:33:35, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8836, loss_cls: 1.1742, loss: 1.1742, grad_norm: 6.4327 2021-02-06 22:33:27,535 - mmaction - INFO - Epoch [71][760/3757] lr: 1.000e-03, eta: 1 day, 7:33:07, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.1565, loss: 1.1565, grad_norm: 6.5343 2021-02-06 22:33:36,404 - mmaction - INFO - Epoch [71][780/3757] lr: 1.000e-03, eta: 1 day, 7:32:40, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1637, loss: 1.1637, grad_norm: 6.6262 2021-02-06 22:33:45,288 - mmaction - INFO - Epoch [71][800/3757] lr: 1.000e-03, eta: 1 day, 7:32:13, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8742, loss_cls: 1.1840, loss: 1.1840, grad_norm: 6.5237 2021-02-06 22:33:54,168 - mmaction - INFO - Epoch [71][820/3757] lr: 1.000e-03, eta: 1 day, 7:31:45, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9070, loss_cls: 1.0548, loss: 1.0548, grad_norm: 6.3618 2021-02-06 22:34:02,997 - mmaction - INFO - Epoch [71][840/3757] lr: 1.000e-03, eta: 1 day, 7:31:18, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1222, loss: 1.1222, grad_norm: 6.4756 2021-02-06 22:34:11,889 - mmaction - INFO - Epoch [71][860/3757] lr: 1.000e-03, eta: 1 day, 7:30:51, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8922, loss_cls: 1.0873, loss: 1.0873, grad_norm: 6.4550 2021-02-06 22:34:20,766 - mmaction - INFO - Epoch [71][880/3757] lr: 1.000e-03, eta: 1 day, 7:30:23, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8906, loss_cls: 1.1363, loss: 1.1363, grad_norm: 6.6777 2021-02-06 22:34:29,647 - mmaction - INFO - Epoch [71][900/3757] lr: 1.000e-03, eta: 1 day, 7:29:56, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1545, loss: 1.1545, grad_norm: 6.5308 2021-02-06 22:34:38,538 - mmaction - INFO - Epoch [71][920/3757] lr: 1.000e-03, eta: 1 day, 7:29:29, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8742, loss_cls: 1.1812, loss: 1.1812, grad_norm: 6.7547 2021-02-06 22:34:47,415 - mmaction - INFO - Epoch [71][940/3757] lr: 1.000e-03, eta: 1 day, 7:29:01, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.1897, loss: 1.1897, grad_norm: 6.6960 2021-02-06 22:34:56,311 - mmaction - INFO - Epoch [71][960/3757] lr: 1.000e-03, eta: 1 day, 7:28:34, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9039, loss_cls: 1.0556, loss: 1.0556, grad_norm: 6.3777 2021-02-06 22:35:05,183 - mmaction - INFO - Epoch [71][980/3757] lr: 1.000e-03, eta: 1 day, 7:28:07, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8844, loss_cls: 1.1604, loss: 1.1604, grad_norm: 6.7979 2021-02-06 22:35:14,079 - mmaction - INFO - Epoch [71][1000/3757] lr: 1.000e-03, eta: 1 day, 7:27:40, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8891, loss_cls: 1.1095, loss: 1.1095, grad_norm: 6.5005 2021-02-06 22:35:22,915 - mmaction - INFO - Epoch [71][1020/3757] lr: 1.000e-03, eta: 1 day, 7:27:12, time: 0.441, data_time: 0.002, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8852, loss_cls: 1.1318, loss: 1.1318, grad_norm: 6.6853 2021-02-06 22:35:31,768 - mmaction - INFO - Epoch [71][1040/3757] lr: 1.000e-03, eta: 1 day, 7:26:45, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.1891, loss: 1.1891, grad_norm: 6.7039 2021-02-06 22:35:40,684 - mmaction - INFO - Epoch [71][1060/3757] lr: 1.000e-03, eta: 1 day, 7:26:18, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8742, loss_cls: 1.2607, loss: 1.2607, grad_norm: 6.8384 2021-02-06 22:35:49,564 - mmaction - INFO - Epoch [71][1080/3757] lr: 1.000e-03, eta: 1 day, 7:25:50, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.0668, loss: 1.0668, grad_norm: 6.2974 2021-02-06 22:35:58,417 - mmaction - INFO - Epoch [71][1100/3757] lr: 1.000e-03, eta: 1 day, 7:25:23, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8891, loss_cls: 1.1341, loss: 1.1341, grad_norm: 6.5914 2021-02-06 22:36:07,264 - mmaction - INFO - Epoch [71][1120/3757] lr: 1.000e-03, eta: 1 day, 7:24:56, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1255, loss: 1.1255, grad_norm: 6.6850 2021-02-06 22:36:16,156 - mmaction - INFO - Epoch [71][1140/3757] lr: 1.000e-03, eta: 1 day, 7:24:29, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.1487, loss: 1.1487, grad_norm: 6.7057 2021-02-06 22:36:24,994 - mmaction - INFO - Epoch [71][1160/3757] lr: 1.000e-03, eta: 1 day, 7:24:01, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8836, loss_cls: 1.1459, loss: 1.1459, grad_norm: 6.6265 2021-02-06 22:36:33,827 - mmaction - INFO - Epoch [71][1180/3757] lr: 1.000e-03, eta: 1 day, 7:23:34, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.0980, loss: 1.0980, grad_norm: 6.4783 2021-02-06 22:36:42,737 - mmaction - INFO - Epoch [71][1200/3757] lr: 1.000e-03, eta: 1 day, 7:23:07, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8852, loss_cls: 1.1892, loss: 1.1892, grad_norm: 6.8552 2021-02-06 22:36:51,786 - mmaction - INFO - Epoch [71][1220/3757] lr: 1.000e-03, eta: 1 day, 7:22:40, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8789, loss_cls: 1.1648, loss: 1.1648, grad_norm: 6.6636 2021-02-06 22:37:00,656 - mmaction - INFO - Epoch [71][1240/3757] lr: 1.000e-03, eta: 1 day, 7:22:12, time: 0.445, data_time: 0.002, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8828, loss_cls: 1.1318, loss: 1.1318, grad_norm: 6.2609 2021-02-06 22:37:09,623 - mmaction - INFO - Epoch [71][1260/3757] lr: 1.000e-03, eta: 1 day, 7:21:45, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8891, loss_cls: 1.1353, loss: 1.1353, grad_norm: 6.4469 2021-02-06 22:37:18,551 - mmaction - INFO - Epoch [71][1280/3757] lr: 1.000e-03, eta: 1 day, 7:21:18, time: 0.448, data_time: 0.004, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8711, loss_cls: 1.2057, loss: 1.2057, grad_norm: 6.6322 2021-02-06 22:37:27,447 - mmaction - INFO - Epoch [71][1300/3757] lr: 1.000e-03, eta: 1 day, 7:20:51, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8922, loss_cls: 1.1154, loss: 1.1154, grad_norm: 6.4596 2021-02-06 22:37:36,797 - mmaction - INFO - Epoch [71][1320/3757] lr: 1.000e-03, eta: 1 day, 7:20:24, time: 0.466, data_time: 0.002, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.2140, loss: 1.2140, grad_norm: 6.7645 2021-02-06 22:37:46,944 - mmaction - INFO - Epoch [71][1340/3757] lr: 1.000e-03, eta: 1 day, 7:19:57, time: 0.509, data_time: 0.002, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2011, loss: 1.2011, grad_norm: 6.8307 2021-02-06 22:37:55,836 - mmaction - INFO - Epoch [71][1360/3757] lr: 1.000e-03, eta: 1 day, 7:19:30, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8930, loss_cls: 1.1493, loss: 1.1493, grad_norm: 6.5625 2021-02-06 22:38:04,683 - mmaction - INFO - Epoch [71][1380/3757] lr: 1.000e-03, eta: 1 day, 7:19:03, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8750, loss_cls: 1.1729, loss: 1.1729, grad_norm: 6.4888 2021-02-06 22:38:13,597 - mmaction - INFO - Epoch [71][1400/3757] lr: 1.000e-03, eta: 1 day, 7:18:36, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8922, loss_cls: 1.1185, loss: 1.1185, grad_norm: 6.3930 2021-02-06 22:38:22,476 - mmaction - INFO - Epoch [71][1420/3757] lr: 1.000e-03, eta: 1 day, 7:18:08, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.2201, loss: 1.2201, grad_norm: 7.0400 2021-02-06 22:38:31,336 - mmaction - INFO - Epoch [71][1440/3757] lr: 1.000e-03, eta: 1 day, 7:17:41, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8773, loss_cls: 1.1625, loss: 1.1625, grad_norm: 6.4697 2021-02-06 22:38:40,152 - mmaction - INFO - Epoch [71][1460/3757] lr: 1.000e-03, eta: 1 day, 7:17:14, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8875, loss_cls: 1.1273, loss: 1.1273, grad_norm: 6.6305 2021-02-06 22:38:48,976 - mmaction - INFO - Epoch [71][1480/3757] lr: 1.000e-03, eta: 1 day, 7:16:47, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8727, loss_cls: 1.2068, loss: 1.2068, grad_norm: 6.5181 2021-02-06 22:38:57,795 - mmaction - INFO - Epoch [71][1500/3757] lr: 1.000e-03, eta: 1 day, 7:16:19, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.9023, loss_cls: 1.0902, loss: 1.0902, grad_norm: 6.6309 2021-02-06 22:39:06,687 - mmaction - INFO - Epoch [71][1520/3757] lr: 1.000e-03, eta: 1 day, 7:15:52, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8883, loss_cls: 1.0893, loss: 1.0893, grad_norm: 6.4957 2021-02-06 22:39:31,477 - mmaction - INFO - Epoch [71][1540/3757] lr: 1.000e-03, eta: 1 day, 7:15:35, time: 1.239, data_time: 0.783, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.2077, loss: 1.2077, grad_norm: 6.6769 2021-02-06 22:39:40,291 - mmaction - INFO - Epoch [71][1560/3757] lr: 1.000e-03, eta: 1 day, 7:15:08, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1785, loss: 1.1785, grad_norm: 6.6042 2021-02-06 22:39:49,123 - mmaction - INFO - Epoch [71][1580/3757] lr: 1.000e-03, eta: 1 day, 7:14:40, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1267, loss: 1.1267, grad_norm: 6.3958 2021-02-06 22:39:57,971 - mmaction - INFO - Epoch [71][1600/3757] lr: 1.000e-03, eta: 1 day, 7:14:13, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8703, loss_cls: 1.2132, loss: 1.2132, grad_norm: 6.5809 2021-02-06 22:40:06,847 - mmaction - INFO - Epoch [71][1620/3757] lr: 1.000e-03, eta: 1 day, 7:13:46, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8891, loss_cls: 1.1246, loss: 1.1246, grad_norm: 6.3959 2021-02-06 22:40:15,746 - mmaction - INFO - Epoch [71][1640/3757] lr: 1.000e-03, eta: 1 day, 7:13:19, time: 0.445, data_time: 0.002, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8703, loss_cls: 1.1861, loss: 1.1861, grad_norm: 6.9167 2021-02-06 22:40:24,617 - mmaction - INFO - Epoch [71][1660/3757] lr: 1.000e-03, eta: 1 day, 7:12:52, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7570, top5_acc: 0.9000, loss_cls: 0.9995, loss: 0.9995, grad_norm: 6.0851 2021-02-06 22:40:33,425 - mmaction - INFO - Epoch [71][1680/3757] lr: 1.000e-03, eta: 1 day, 7:12:24, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8891, loss_cls: 1.1547, loss: 1.1547, grad_norm: 6.6983 2021-02-06 22:40:42,274 - mmaction - INFO - Epoch [71][1700/3757] lr: 1.000e-03, eta: 1 day, 7:11:57, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.2265, loss: 1.2265, grad_norm: 6.6951 2021-02-06 22:40:51,132 - mmaction - INFO - Epoch [71][1720/3757] lr: 1.000e-03, eta: 1 day, 7:11:30, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.9047, loss_cls: 1.1124, loss: 1.1124, grad_norm: 6.7169 2021-02-06 22:41:00,000 - mmaction - INFO - Epoch [71][1740/3757] lr: 1.000e-03, eta: 1 day, 7:11:03, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8758, loss_cls: 1.2431, loss: 1.2431, grad_norm: 6.6598 2021-02-06 22:41:08,868 - mmaction - INFO - Epoch [71][1760/3757] lr: 1.000e-03, eta: 1 day, 7:10:36, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.2097, loss: 1.2097, grad_norm: 6.6170 2021-02-06 22:41:17,707 - mmaction - INFO - Epoch [71][1780/3757] lr: 1.000e-03, eta: 1 day, 7:10:09, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8898, loss_cls: 1.0583, loss: 1.0583, grad_norm: 6.1650 2021-02-06 22:41:26,586 - mmaction - INFO - Epoch [71][1800/3757] lr: 1.000e-03, eta: 1 day, 7:09:41, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8930, loss_cls: 1.1117, loss: 1.1117, grad_norm: 6.5827 2021-02-06 22:41:35,448 - mmaction - INFO - Epoch [71][1820/3757] lr: 1.000e-03, eta: 1 day, 7:09:14, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8844, loss_cls: 1.2135, loss: 1.2135, grad_norm: 6.7232 2021-02-06 22:41:44,271 - mmaction - INFO - Epoch [71][1840/3757] lr: 1.000e-03, eta: 1 day, 7:08:47, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8859, loss_cls: 1.1622, loss: 1.1622, grad_norm: 6.7443 2021-02-06 22:41:53,154 - mmaction - INFO - Epoch [71][1860/3757] lr: 1.000e-03, eta: 1 day, 7:08:20, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8992, loss_cls: 1.0609, loss: 1.0609, grad_norm: 6.2603 2021-02-06 22:42:02,029 - mmaction - INFO - Epoch [71][1880/3757] lr: 1.000e-03, eta: 1 day, 7:07:53, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8969, loss_cls: 1.1109, loss: 1.1109, grad_norm: 6.5258 2021-02-06 22:42:10,867 - mmaction - INFO - Epoch [71][1900/3757] lr: 1.000e-03, eta: 1 day, 7:07:26, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8711, loss_cls: 1.2006, loss: 1.2006, grad_norm: 6.5301 2021-02-06 22:42:19,723 - mmaction - INFO - Epoch [71][1920/3757] lr: 1.000e-03, eta: 1 day, 7:06:59, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8984, loss_cls: 1.1037, loss: 1.1037, grad_norm: 6.3563 2021-02-06 22:42:28,578 - mmaction - INFO - Epoch [71][1940/3757] lr: 1.000e-03, eta: 1 day, 7:06:31, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1516, loss: 1.1516, grad_norm: 6.5962 2021-02-06 22:42:37,409 - mmaction - INFO - Epoch [71][1960/3757] lr: 1.000e-03, eta: 1 day, 7:06:04, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.2240, loss: 1.2240, grad_norm: 6.9443 2021-02-06 22:42:46,295 - mmaction - INFO - Epoch [71][1980/3757] lr: 1.000e-03, eta: 1 day, 7:05:37, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8859, loss_cls: 1.1426, loss: 1.1426, grad_norm: 6.6095 2021-02-06 22:42:55,115 - mmaction - INFO - Epoch [71][2000/3757] lr: 1.000e-03, eta: 1 day, 7:05:10, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8891, loss_cls: 1.0462, loss: 1.0462, grad_norm: 6.0566 2021-02-06 22:43:03,953 - mmaction - INFO - Epoch [71][2020/3757] lr: 1.000e-03, eta: 1 day, 7:04:43, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.0866, loss: 1.0866, grad_norm: 6.4686 2021-02-06 22:43:12,785 - mmaction - INFO - Epoch [71][2040/3757] lr: 1.000e-03, eta: 1 day, 7:04:16, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8992, loss_cls: 1.0890, loss: 1.0890, grad_norm: 6.5059 2021-02-06 22:43:21,650 - mmaction - INFO - Epoch [71][2060/3757] lr: 1.000e-03, eta: 1 day, 7:03:49, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8797, loss_cls: 1.1047, loss: 1.1047, grad_norm: 6.5913 2021-02-06 22:43:30,452 - mmaction - INFO - Epoch [71][2080/3757] lr: 1.000e-03, eta: 1 day, 7:03:22, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8867, loss_cls: 1.1346, loss: 1.1346, grad_norm: 6.5329 2021-02-06 22:43:39,322 - mmaction - INFO - Epoch [71][2100/3757] lr: 1.000e-03, eta: 1 day, 7:02:54, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8906, loss_cls: 1.1420, loss: 1.1420, grad_norm: 6.6265 2021-02-06 22:43:48,214 - mmaction - INFO - Epoch [71][2120/3757] lr: 1.000e-03, eta: 1 day, 7:02:27, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8938, loss_cls: 1.1231, loss: 1.1231, grad_norm: 6.7733 2021-02-06 22:43:57,033 - mmaction - INFO - Epoch [71][2140/3757] lr: 1.000e-03, eta: 1 day, 7:02:00, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8773, loss_cls: 1.2036, loss: 1.2036, grad_norm: 6.7457 2021-02-06 22:44:05,912 - mmaction - INFO - Epoch [71][2160/3757] lr: 1.000e-03, eta: 1 day, 7:01:33, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8812, loss_cls: 1.1466, loss: 1.1466, grad_norm: 6.6830 2021-02-06 22:44:14,803 - mmaction - INFO - Epoch [71][2180/3757] lr: 1.000e-03, eta: 1 day, 7:01:06, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.1823, loss: 1.1823, grad_norm: 6.7451 2021-02-06 22:44:23,696 - mmaction - INFO - Epoch [71][2200/3757] lr: 1.000e-03, eta: 1 day, 7:00:39, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8867, loss_cls: 1.1414, loss: 1.1414, grad_norm: 6.7005 2021-02-06 22:44:32,562 - mmaction - INFO - Epoch [71][2220/3757] lr: 1.000e-03, eta: 1 day, 7:00:12, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0828, loss: 1.0828, grad_norm: 6.5345 2021-02-06 22:44:41,425 - mmaction - INFO - Epoch [71][2240/3757] lr: 1.000e-03, eta: 1 day, 6:59:45, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.1179, loss: 1.1179, grad_norm: 6.8847 2021-02-06 22:44:50,356 - mmaction - INFO - Epoch [71][2260/3757] lr: 1.000e-03, eta: 1 day, 6:59:18, time: 0.447, data_time: 0.005, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8812, loss_cls: 1.1320, loss: 1.1320, grad_norm: 6.4219 2021-02-06 22:44:59,177 - mmaction - INFO - Epoch [71][2280/3757] lr: 1.000e-03, eta: 1 day, 6:58:51, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8805, loss_cls: 1.1837, loss: 1.1837, grad_norm: 6.7086 2021-02-06 22:45:08,059 - mmaction - INFO - Epoch [71][2300/3757] lr: 1.000e-03, eta: 1 day, 6:58:24, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8891, loss_cls: 1.1303, loss: 1.1303, grad_norm: 6.7625 2021-02-06 22:45:16,902 - mmaction - INFO - Epoch [71][2320/3757] lr: 1.000e-03, eta: 1 day, 6:57:57, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8734, loss_cls: 1.1562, loss: 1.1562, grad_norm: 6.5079 2021-02-06 22:45:25,743 - mmaction - INFO - Epoch [71][2340/3757] lr: 1.000e-03, eta: 1 day, 6:57:30, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.1195, loss: 1.1195, grad_norm: 6.4960 2021-02-06 22:45:34,621 - mmaction - INFO - Epoch [71][2360/3757] lr: 1.000e-03, eta: 1 day, 6:57:03, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8953, loss_cls: 1.1427, loss: 1.1427, grad_norm: 6.8099 2021-02-06 22:45:43,476 - mmaction - INFO - Epoch [71][2380/3757] lr: 1.000e-03, eta: 1 day, 6:56:36, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8758, loss_cls: 1.2231, loss: 1.2231, grad_norm: 6.9185 2021-02-06 22:45:52,373 - mmaction - INFO - Epoch [71][2400/3757] lr: 1.000e-03, eta: 1 day, 6:56:09, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8961, loss_cls: 1.1385, loss: 1.1385, grad_norm: 6.6972 2021-02-06 22:46:01,191 - mmaction - INFO - Epoch [71][2420/3757] lr: 1.000e-03, eta: 1 day, 6:55:42, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8812, loss_cls: 1.1156, loss: 1.1156, grad_norm: 6.3981 2021-02-06 22:46:10,044 - mmaction - INFO - Epoch [71][2440/3757] lr: 1.000e-03, eta: 1 day, 6:55:15, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.9000, loss_cls: 1.0782, loss: 1.0782, grad_norm: 6.5273 2021-02-06 22:46:18,938 - mmaction - INFO - Epoch [71][2460/3757] lr: 1.000e-03, eta: 1 day, 6:54:48, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8859, loss_cls: 1.1563, loss: 1.1563, grad_norm: 6.7737 2021-02-06 22:46:27,819 - mmaction - INFO - Epoch [71][2480/3757] lr: 1.000e-03, eta: 1 day, 6:54:20, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1274, loss: 1.1274, grad_norm: 6.4513 2021-02-06 22:46:36,627 - mmaction - INFO - Epoch [71][2500/3757] lr: 1.000e-03, eta: 1 day, 6:53:53, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.9000, loss_cls: 1.0890, loss: 1.0890, grad_norm: 6.3773 2021-02-06 22:46:45,497 - mmaction - INFO - Epoch [71][2520/3757] lr: 1.000e-03, eta: 1 day, 6:53:26, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8859, loss_cls: 1.1150, loss: 1.1150, grad_norm: 6.4791 2021-02-06 22:46:54,312 - mmaction - INFO - Epoch [71][2540/3757] lr: 1.000e-03, eta: 1 day, 6:52:59, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1578, loss: 1.1578, grad_norm: 6.7349 2021-02-06 22:47:03,229 - mmaction - INFO - Epoch [71][2560/3757] lr: 1.000e-03, eta: 1 day, 6:52:32, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8633, loss_cls: 1.2387, loss: 1.2387, grad_norm: 6.6666 2021-02-06 22:47:12,121 - mmaction - INFO - Epoch [71][2580/3757] lr: 1.000e-03, eta: 1 day, 6:52:05, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.1691, loss: 1.1691, grad_norm: 6.7865 2021-02-06 22:47:20,948 - mmaction - INFO - Epoch [71][2600/3757] lr: 1.000e-03, eta: 1 day, 6:51:38, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.1790, loss: 1.1790, grad_norm: 6.5642 2021-02-06 22:47:29,787 - mmaction - INFO - Epoch [71][2620/3757] lr: 1.000e-03, eta: 1 day, 6:51:11, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.1006, loss: 1.1006, grad_norm: 6.4306 2021-02-06 22:47:38,694 - mmaction - INFO - Epoch [71][2640/3757] lr: 1.000e-03, eta: 1 day, 6:50:44, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.1417, loss: 1.1417, grad_norm: 6.6819 2021-02-06 22:47:47,550 - mmaction - INFO - Epoch [71][2660/3757] lr: 1.000e-03, eta: 1 day, 6:50:17, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8773, loss_cls: 1.1648, loss: 1.1648, grad_norm: 6.3697 2021-02-06 22:47:56,404 - mmaction - INFO - Epoch [71][2680/3757] lr: 1.000e-03, eta: 1 day, 6:49:51, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1279, loss: 1.1279, grad_norm: 6.6673 2021-02-06 22:48:05,306 - mmaction - INFO - Epoch [71][2700/3757] lr: 1.000e-03, eta: 1 day, 6:49:24, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.1344, loss: 1.1344, grad_norm: 6.4803 2021-02-06 22:48:14,116 - mmaction - INFO - Epoch [71][2720/3757] lr: 1.000e-03, eta: 1 day, 6:48:57, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.9023, loss_cls: 1.0548, loss: 1.0548, grad_norm: 6.4551 2021-02-06 22:48:22,972 - mmaction - INFO - Epoch [71][2740/3757] lr: 1.000e-03, eta: 1 day, 6:48:30, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8805, loss_cls: 1.2111, loss: 1.2111, grad_norm: 6.5657 2021-02-06 22:48:31,836 - mmaction - INFO - Epoch [71][2760/3757] lr: 1.000e-03, eta: 1 day, 6:48:03, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.1035, loss: 1.1035, grad_norm: 6.4105 2021-02-06 22:48:40,692 - mmaction - INFO - Epoch [71][2780/3757] lr: 1.000e-03, eta: 1 day, 6:47:36, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8734, loss_cls: 1.2111, loss: 1.2111, grad_norm: 6.6533 2021-02-06 22:48:49,586 - mmaction - INFO - Epoch [71][2800/3757] lr: 1.000e-03, eta: 1 day, 6:47:09, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8898, loss_cls: 1.1685, loss: 1.1685, grad_norm: 6.6106 2021-02-06 22:48:58,411 - mmaction - INFO - Epoch [71][2820/3757] lr: 1.000e-03, eta: 1 day, 6:46:42, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8789, loss_cls: 1.2281, loss: 1.2281, grad_norm: 6.5896 2021-02-06 22:49:07,264 - mmaction - INFO - Epoch [71][2840/3757] lr: 1.000e-03, eta: 1 day, 6:46:15, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.2046, loss: 1.2046, grad_norm: 6.6218 2021-02-06 22:49:16,080 - mmaction - INFO - Epoch [71][2860/3757] lr: 1.000e-03, eta: 1 day, 6:45:48, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8969, loss_cls: 1.1183, loss: 1.1183, grad_norm: 6.3631 2021-02-06 22:49:24,950 - mmaction - INFO - Epoch [71][2880/3757] lr: 1.000e-03, eta: 1 day, 6:45:21, time: 0.444, data_time: 0.003, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8844, loss_cls: 1.1525, loss: 1.1525, grad_norm: 6.5016 2021-02-06 22:49:33,816 - mmaction - INFO - Epoch [71][2900/3757] lr: 1.000e-03, eta: 1 day, 6:44:54, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1774, loss: 1.1774, grad_norm: 6.5188 2021-02-06 22:49:42,689 - mmaction - INFO - Epoch [71][2920/3757] lr: 1.000e-03, eta: 1 day, 6:44:27, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8797, loss_cls: 1.1130, loss: 1.1130, grad_norm: 6.3665 2021-02-06 22:49:51,551 - mmaction - INFO - Epoch [71][2940/3757] lr: 1.000e-03, eta: 1 day, 6:44:00, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.9031, loss_cls: 1.0873, loss: 1.0873, grad_norm: 6.3867 2021-02-06 22:50:00,438 - mmaction - INFO - Epoch [71][2960/3757] lr: 1.000e-03, eta: 1 day, 6:43:33, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8938, loss_cls: 1.1088, loss: 1.1088, grad_norm: 6.3481 2021-02-06 22:50:09,282 - mmaction - INFO - Epoch [71][2980/3757] lr: 1.000e-03, eta: 1 day, 6:43:06, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2234, loss: 1.2234, grad_norm: 6.5320 2021-02-06 22:50:18,136 - mmaction - INFO - Epoch [71][3000/3757] lr: 1.000e-03, eta: 1 day, 6:42:39, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1679, loss: 1.1679, grad_norm: 6.6449 2021-02-06 22:50:27,013 - mmaction - INFO - Epoch [71][3020/3757] lr: 1.000e-03, eta: 1 day, 6:42:12, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8828, loss_cls: 1.2019, loss: 1.2019, grad_norm: 6.6303 2021-02-06 22:50:35,856 - mmaction - INFO - Epoch [71][3040/3757] lr: 1.000e-03, eta: 1 day, 6:41:46, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8758, loss_cls: 1.1646, loss: 1.1646, grad_norm: 6.5436 2021-02-06 22:50:44,774 - mmaction - INFO - Epoch [71][3060/3757] lr: 1.000e-03, eta: 1 day, 6:41:19, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8734, loss_cls: 1.1806, loss: 1.1806, grad_norm: 6.4487 2021-02-06 22:50:53,648 - mmaction - INFO - Epoch [71][3080/3757] lr: 1.000e-03, eta: 1 day, 6:40:52, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8906, loss_cls: 1.0961, loss: 1.0961, grad_norm: 6.5564 2021-02-06 22:51:02,509 - mmaction - INFO - Epoch [71][3100/3757] lr: 1.000e-03, eta: 1 day, 6:40:25, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1715, loss: 1.1715, grad_norm: 6.6838 2021-02-06 22:51:11,341 - mmaction - INFO - Epoch [71][3120/3757] lr: 1.000e-03, eta: 1 day, 6:39:58, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8867, loss_cls: 1.1073, loss: 1.1073, grad_norm: 6.2323 2021-02-06 22:51:20,165 - mmaction - INFO - Epoch [71][3140/3757] lr: 1.000e-03, eta: 1 day, 6:39:31, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8930, loss_cls: 1.1060, loss: 1.1060, grad_norm: 6.2716 2021-02-06 22:51:29,040 - mmaction - INFO - Epoch [71][3160/3757] lr: 1.000e-03, eta: 1 day, 6:39:04, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8797, loss_cls: 1.2197, loss: 1.2197, grad_norm: 6.7935 2021-02-06 22:51:37,953 - mmaction - INFO - Epoch [71][3180/3757] lr: 1.000e-03, eta: 1 day, 6:38:37, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8922, loss_cls: 1.1787, loss: 1.1787, grad_norm: 6.6364 2021-02-06 22:51:46,769 - mmaction - INFO - Epoch [71][3200/3757] lr: 1.000e-03, eta: 1 day, 6:38:10, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.9031, loss_cls: 1.0826, loss: 1.0826, grad_norm: 6.2310 2021-02-06 22:51:55,637 - mmaction - INFO - Epoch [71][3220/3757] lr: 1.000e-03, eta: 1 day, 6:37:44, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8773, loss_cls: 1.1923, loss: 1.1923, grad_norm: 6.6765 2021-02-06 22:52:21,870 - mmaction - INFO - Epoch [71][3240/3757] lr: 1.000e-03, eta: 1 day, 6:37:27, time: 1.312, data_time: 0.863, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8844, loss_cls: 1.1937, loss: 1.1937, grad_norm: 6.5381 2021-02-06 22:52:30,650 - mmaction - INFO - Epoch [71][3260/3757] lr: 1.000e-03, eta: 1 day, 6:37:00, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0855, loss: 1.0855, grad_norm: 6.3171 2021-02-06 22:52:39,437 - mmaction - INFO - Epoch [71][3280/3757] lr: 1.000e-03, eta: 1 day, 6:36:33, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1473, loss: 1.1473, grad_norm: 6.7073 2021-02-06 22:52:48,271 - mmaction - INFO - Epoch [71][3300/3757] lr: 1.000e-03, eta: 1 day, 6:36:06, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8945, loss_cls: 1.1193, loss: 1.1193, grad_norm: 6.5892 2021-02-06 22:52:57,095 - mmaction - INFO - Epoch [71][3320/3757] lr: 1.000e-03, eta: 1 day, 6:35:39, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.9000, loss_cls: 1.0271, loss: 1.0271, grad_norm: 6.3390 2021-02-06 22:53:05,909 - mmaction - INFO - Epoch [71][3340/3757] lr: 1.000e-03, eta: 1 day, 6:35:13, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8617, loss_cls: 1.2668, loss: 1.2668, grad_norm: 6.5998 2021-02-06 22:53:14,793 - mmaction - INFO - Epoch [71][3360/3757] lr: 1.000e-03, eta: 1 day, 6:34:46, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.1439, loss: 1.1439, grad_norm: 6.5496 2021-02-06 22:53:23,598 - mmaction - INFO - Epoch [71][3380/3757] lr: 1.000e-03, eta: 1 day, 6:34:19, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8953, loss_cls: 1.0841, loss: 1.0841, grad_norm: 6.2089 2021-02-06 22:53:32,442 - mmaction - INFO - Epoch [71][3400/3757] lr: 1.000e-03, eta: 1 day, 6:33:52, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8938, loss_cls: 1.1012, loss: 1.1012, grad_norm: 6.5074 2021-02-06 22:53:41,372 - mmaction - INFO - Epoch [71][3420/3757] lr: 1.000e-03, eta: 1 day, 6:33:25, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8891, loss_cls: 1.1631, loss: 1.1631, grad_norm: 6.4366 2021-02-06 22:53:50,299 - mmaction - INFO - Epoch [71][3440/3757] lr: 1.000e-03, eta: 1 day, 6:32:58, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8844, loss_cls: 1.1184, loss: 1.1184, grad_norm: 6.3876 2021-02-06 22:53:59,144 - mmaction - INFO - Epoch [71][3460/3757] lr: 1.000e-03, eta: 1 day, 6:32:32, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8898, loss_cls: 1.1189, loss: 1.1189, grad_norm: 6.5744 2021-02-06 22:54:07,979 - mmaction - INFO - Epoch [71][3480/3757] lr: 1.000e-03, eta: 1 day, 6:32:05, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.0780, loss: 1.0780, grad_norm: 6.2842 2021-02-06 22:54:16,831 - mmaction - INFO - Epoch [71][3500/3757] lr: 1.000e-03, eta: 1 day, 6:31:38, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8797, loss_cls: 1.1805, loss: 1.1805, grad_norm: 6.4891 2021-02-06 22:54:25,743 - mmaction - INFO - Epoch [71][3520/3757] lr: 1.000e-03, eta: 1 day, 6:31:11, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.1881, loss: 1.1881, grad_norm: 6.9127 2021-02-06 22:54:34,660 - mmaction - INFO - Epoch [71][3540/3757] lr: 1.000e-03, eta: 1 day, 6:30:44, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9102, loss_cls: 1.0167, loss: 1.0167, grad_norm: 6.3316 2021-02-06 22:54:43,486 - mmaction - INFO - Epoch [71][3560/3757] lr: 1.000e-03, eta: 1 day, 6:30:18, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8992, loss_cls: 1.0616, loss: 1.0616, grad_norm: 6.3168 2021-02-06 22:54:52,380 - mmaction - INFO - Epoch [71][3580/3757] lr: 1.000e-03, eta: 1 day, 6:29:51, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8797, loss_cls: 1.2057, loss: 1.2057, grad_norm: 6.6708 2021-02-06 22:55:01,235 - mmaction - INFO - Epoch [71][3600/3757] lr: 1.000e-03, eta: 1 day, 6:29:24, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8859, loss_cls: 1.0954, loss: 1.0954, grad_norm: 6.3082 2021-02-06 22:55:10,108 - mmaction - INFO - Epoch [71][3620/3757] lr: 1.000e-03, eta: 1 day, 6:28:57, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8719, loss_cls: 1.1832, loss: 1.1832, grad_norm: 6.3366 2021-02-06 22:55:18,974 - mmaction - INFO - Epoch [71][3640/3757] lr: 1.000e-03, eta: 1 day, 6:28:30, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1889, loss: 1.1889, grad_norm: 6.5994 2021-02-06 22:55:27,815 - mmaction - INFO - Epoch [71][3660/3757] lr: 1.000e-03, eta: 1 day, 6:28:04, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8789, loss_cls: 1.1313, loss: 1.1313, grad_norm: 6.5459 2021-02-06 22:55:36,674 - mmaction - INFO - Epoch [71][3680/3757] lr: 1.000e-03, eta: 1 day, 6:27:37, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0675, loss: 1.0675, grad_norm: 6.2563 2021-02-06 22:55:45,547 - mmaction - INFO - Epoch [71][3700/3757] lr: 1.000e-03, eta: 1 day, 6:27:10, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8891, loss_cls: 1.1419, loss: 1.1419, grad_norm: 6.5238 2021-02-06 22:55:54,388 - mmaction - INFO - Epoch [71][3720/3757] lr: 1.000e-03, eta: 1 day, 6:26:43, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.1132, loss: 1.1132, grad_norm: 6.5486 2021-02-06 22:56:03,291 - mmaction - INFO - Epoch [71][3740/3757] lr: 1.000e-03, eta: 1 day, 6:26:16, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1762, loss: 1.1762, grad_norm: 6.7896 2021-02-06 22:56:17,925 - mmaction - INFO - Saving checkpoint at 71 epochs 2021-02-06 22:57:07,446 - mmaction - INFO - Epoch [72][20/3757] lr: 1.000e-03, eta: 1 day, 6:25:46, time: 2.453, data_time: 1.993, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8961, loss_cls: 1.0861, loss: 1.0861, grad_norm: 6.3900 2021-02-06 22:57:16,277 - mmaction - INFO - Epoch [72][40/3757] lr: 1.000e-03, eta: 1 day, 6:25:20, time: 0.442, data_time: 0.005, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9023, loss_cls: 1.0811, loss: 1.0811, grad_norm: 6.2765 2021-02-06 22:57:25,003 - mmaction - INFO - Epoch [72][60/3757] lr: 1.000e-03, eta: 1 day, 6:24:53, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8922, loss_cls: 1.0814, loss: 1.0814, grad_norm: 6.4477 2021-02-06 22:57:33,885 - mmaction - INFO - Epoch [72][80/3757] lr: 1.000e-03, eta: 1 day, 6:24:26, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.9023, loss_cls: 1.0640, loss: 1.0640, grad_norm: 6.2634 2021-02-06 22:57:42,708 - mmaction - INFO - Epoch [72][100/3757] lr: 1.000e-03, eta: 1 day, 6:23:59, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8961, loss_cls: 1.1553, loss: 1.1553, grad_norm: 6.7577 2021-02-06 22:57:51,535 - mmaction - INFO - Epoch [72][120/3757] lr: 1.000e-03, eta: 1 day, 6:23:32, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1358, loss: 1.1358, grad_norm: 6.4871 2021-02-06 22:58:00,425 - mmaction - INFO - Epoch [72][140/3757] lr: 1.000e-03, eta: 1 day, 6:23:06, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8828, loss_cls: 1.1513, loss: 1.1513, grad_norm: 6.4451 2021-02-06 22:58:09,285 - mmaction - INFO - Epoch [72][160/3757] lr: 1.000e-03, eta: 1 day, 6:22:39, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8898, loss_cls: 1.0939, loss: 1.0939, grad_norm: 6.3891 2021-02-06 22:58:18,101 - mmaction - INFO - Epoch [72][180/3757] lr: 1.000e-03, eta: 1 day, 6:22:12, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.0718, loss: 1.0718, grad_norm: 6.5116 2021-02-06 22:58:26,978 - mmaction - INFO - Epoch [72][200/3757] lr: 1.000e-03, eta: 1 day, 6:21:45, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8719, loss_cls: 1.2115, loss: 1.2115, grad_norm: 6.7924 2021-02-06 22:58:35,841 - mmaction - INFO - Epoch [72][220/3757] lr: 1.000e-03, eta: 1 day, 6:21:19, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.1296, loss: 1.1296, grad_norm: 6.4361 2021-02-06 22:58:44,672 - mmaction - INFO - Epoch [72][240/3757] lr: 1.000e-03, eta: 1 day, 6:20:52, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8992, loss_cls: 1.0648, loss: 1.0648, grad_norm: 6.1768 2021-02-06 22:58:53,561 - mmaction - INFO - Epoch [72][260/3757] lr: 1.000e-03, eta: 1 day, 6:20:25, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8938, loss_cls: 1.1571, loss: 1.1571, grad_norm: 6.5695 2021-02-06 22:59:02,474 - mmaction - INFO - Epoch [72][280/3757] lr: 1.000e-03, eta: 1 day, 6:19:59, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8828, loss_cls: 1.1754, loss: 1.1754, grad_norm: 6.5751 2021-02-06 22:59:11,354 - mmaction - INFO - Epoch [72][300/3757] lr: 1.000e-03, eta: 1 day, 6:19:32, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1541, loss: 1.1541, grad_norm: 6.6193 2021-02-06 22:59:20,229 - mmaction - INFO - Epoch [72][320/3757] lr: 1.000e-03, eta: 1 day, 6:19:05, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8898, loss_cls: 1.1249, loss: 1.1249, grad_norm: 6.5073 2021-02-06 22:59:29,061 - mmaction - INFO - Epoch [72][340/3757] lr: 1.000e-03, eta: 1 day, 6:18:38, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8773, loss_cls: 1.1350, loss: 1.1350, grad_norm: 6.4510 2021-02-06 22:59:37,926 - mmaction - INFO - Epoch [72][360/3757] lr: 1.000e-03, eta: 1 day, 6:18:12, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8859, loss_cls: 1.1035, loss: 1.1035, grad_norm: 6.4055 2021-02-06 22:59:46,826 - mmaction - INFO - Epoch [72][380/3757] lr: 1.000e-03, eta: 1 day, 6:17:45, time: 0.445, data_time: 0.003, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8945, loss_cls: 1.1192, loss: 1.1192, grad_norm: 6.5803 2021-02-06 22:59:55,667 - mmaction - INFO - Epoch [72][400/3757] lr: 1.000e-03, eta: 1 day, 6:17:18, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.9016, loss_cls: 1.0575, loss: 1.0575, grad_norm: 6.3189 2021-02-06 23:00:04,536 - mmaction - INFO - Epoch [72][420/3757] lr: 1.000e-03, eta: 1 day, 6:16:52, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8844, loss_cls: 1.2406, loss: 1.2406, grad_norm: 6.9479 2021-02-06 23:00:13,418 - mmaction - INFO - Epoch [72][440/3757] lr: 1.000e-03, eta: 1 day, 6:16:25, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.0796, loss: 1.0796, grad_norm: 6.6264 2021-02-06 23:00:22,305 - mmaction - INFO - Epoch [72][460/3757] lr: 1.000e-03, eta: 1 day, 6:15:58, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.1368, loss: 1.1368, grad_norm: 6.5833 2021-02-06 23:00:31,151 - mmaction - INFO - Epoch [72][480/3757] lr: 1.000e-03, eta: 1 day, 6:15:32, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1536, loss: 1.1536, grad_norm: 6.6226 2021-02-06 23:00:39,975 - mmaction - INFO - Epoch [72][500/3757] lr: 1.000e-03, eta: 1 day, 6:15:05, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8766, loss_cls: 1.1858, loss: 1.1858, grad_norm: 6.5322 2021-02-06 23:00:48,833 - mmaction - INFO - Epoch [72][520/3757] lr: 1.000e-03, eta: 1 day, 6:14:38, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8820, loss_cls: 1.1879, loss: 1.1879, grad_norm: 6.5995 2021-02-06 23:00:57,699 - mmaction - INFO - Epoch [72][540/3757] lr: 1.000e-03, eta: 1 day, 6:14:12, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8758, loss_cls: 1.1699, loss: 1.1699, grad_norm: 6.4179 2021-02-06 23:01:06,548 - mmaction - INFO - Epoch [72][560/3757] lr: 1.000e-03, eta: 1 day, 6:13:45, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7500, top5_acc: 0.8930, loss_cls: 1.0437, loss: 1.0437, grad_norm: 6.3389 2021-02-06 23:01:15,387 - mmaction - INFO - Epoch [72][580/3757] lr: 1.000e-03, eta: 1 day, 6:13:18, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8875, loss_cls: 1.0898, loss: 1.0898, grad_norm: 6.2843 2021-02-06 23:01:24,250 - mmaction - INFO - Epoch [72][600/3757] lr: 1.000e-03, eta: 1 day, 6:12:52, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1736, loss: 1.1736, grad_norm: 6.6423 2021-02-06 23:01:33,111 - mmaction - INFO - Epoch [72][620/3757] lr: 1.000e-03, eta: 1 day, 6:12:25, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8898, loss_cls: 1.0799, loss: 1.0799, grad_norm: 6.3363 2021-02-06 23:01:41,977 - mmaction - INFO - Epoch [72][640/3757] lr: 1.000e-03, eta: 1 day, 6:11:58, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8906, loss_cls: 1.1084, loss: 1.1084, grad_norm: 6.7012 2021-02-06 23:01:50,805 - mmaction - INFO - Epoch [72][660/3757] lr: 1.000e-03, eta: 1 day, 6:11:32, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8977, loss_cls: 1.0772, loss: 1.0772, grad_norm: 6.3695 2021-02-06 23:01:59,615 - mmaction - INFO - Epoch [72][680/3757] lr: 1.000e-03, eta: 1 day, 6:11:05, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1229, loss: 1.1229, grad_norm: 6.5573 2021-02-06 23:02:08,506 - mmaction - INFO - Epoch [72][700/3757] lr: 1.000e-03, eta: 1 day, 6:10:38, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8969, loss_cls: 1.1148, loss: 1.1148, grad_norm: 6.3330 2021-02-06 23:02:29,430 - mmaction - INFO - Epoch [72][720/3757] lr: 1.000e-03, eta: 1 day, 6:10:19, time: 1.046, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1232, loss: 1.1232, grad_norm: 6.4889 2021-02-06 23:02:38,220 - mmaction - INFO - Epoch [72][740/3757] lr: 1.000e-03, eta: 1 day, 6:09:52, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1426, loss: 1.1426, grad_norm: 6.6120 2021-02-06 23:02:47,060 - mmaction - INFO - Epoch [72][760/3757] lr: 1.000e-03, eta: 1 day, 6:09:25, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.9008, loss_cls: 1.0668, loss: 1.0668, grad_norm: 6.3759 2021-02-06 23:02:55,908 - mmaction - INFO - Epoch [72][780/3757] lr: 1.000e-03, eta: 1 day, 6:08:59, time: 0.444, data_time: 0.002, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8797, loss_cls: 1.1625, loss: 1.1625, grad_norm: 6.6031 2021-02-06 23:03:04,769 - mmaction - INFO - Epoch [72][800/3757] lr: 1.000e-03, eta: 1 day, 6:08:32, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8906, loss_cls: 1.1493, loss: 1.1493, grad_norm: 6.7880 2021-02-06 23:03:13,588 - mmaction - INFO - Epoch [72][820/3757] lr: 1.000e-03, eta: 1 day, 6:08:05, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9000, loss_cls: 1.0875, loss: 1.0875, grad_norm: 6.4423 2021-02-06 23:03:22,430 - mmaction - INFO - Epoch [72][840/3757] lr: 1.000e-03, eta: 1 day, 6:07:39, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8852, loss_cls: 1.1438, loss: 1.1438, grad_norm: 6.6417 2021-02-06 23:03:31,542 - mmaction - INFO - Epoch [72][860/3757] lr: 1.000e-03, eta: 1 day, 6:07:12, time: 0.455, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1510, loss: 1.1510, grad_norm: 6.5725 2021-02-06 23:03:51,725 - mmaction - INFO - Epoch [72][880/3757] lr: 1.000e-03, eta: 1 day, 6:06:52, time: 1.010, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8852, loss_cls: 1.1554, loss: 1.1554, grad_norm: 6.8240 2021-02-06 23:04:00,515 - mmaction - INFO - Epoch [72][900/3757] lr: 1.000e-03, eta: 1 day, 6:06:26, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1331, loss: 1.1331, grad_norm: 6.5696 2021-02-06 23:04:09,335 - mmaction - INFO - Epoch [72][920/3757] lr: 1.000e-03, eta: 1 day, 6:05:59, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8969, loss_cls: 1.1335, loss: 1.1335, grad_norm: 6.6768 2021-02-06 23:04:18,208 - mmaction - INFO - Epoch [72][940/3757] lr: 1.000e-03, eta: 1 day, 6:05:32, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8828, loss_cls: 1.1393, loss: 1.1393, grad_norm: 6.6372 2021-02-06 23:04:27,030 - mmaction - INFO - Epoch [72][960/3757] lr: 1.000e-03, eta: 1 day, 6:05:06, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8961, loss_cls: 1.1194, loss: 1.1194, grad_norm: 6.4693 2021-02-06 23:04:35,862 - mmaction - INFO - Epoch [72][980/3757] lr: 1.000e-03, eta: 1 day, 6:04:39, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.1567, loss: 1.1567, grad_norm: 6.5775 2021-02-06 23:04:44,658 - mmaction - INFO - Epoch [72][1000/3757] lr: 1.000e-03, eta: 1 day, 6:04:13, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8805, loss_cls: 1.1613, loss: 1.1613, grad_norm: 6.6245 2021-02-06 23:04:53,500 - mmaction - INFO - Epoch [72][1020/3757] lr: 1.000e-03, eta: 1 day, 6:03:46, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8891, loss_cls: 1.1437, loss: 1.1437, grad_norm: 6.8896 2021-02-06 23:05:02,355 - mmaction - INFO - Epoch [72][1040/3757] lr: 1.000e-03, eta: 1 day, 6:03:19, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.9062, loss_cls: 1.0744, loss: 1.0744, grad_norm: 6.4310 2021-02-06 23:05:11,180 - mmaction - INFO - Epoch [72][1060/3757] lr: 1.000e-03, eta: 1 day, 6:02:53, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8969, loss_cls: 1.0613, loss: 1.0613, grad_norm: 6.2417 2021-02-06 23:05:20,016 - mmaction - INFO - Epoch [72][1080/3757] lr: 1.000e-03, eta: 1 day, 6:02:26, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.2178, loss: 1.2178, grad_norm: 6.5565 2021-02-06 23:05:28,962 - mmaction - INFO - Epoch [72][1100/3757] lr: 1.000e-03, eta: 1 day, 6:02:00, time: 0.447, data_time: 0.005, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8844, loss_cls: 1.1187, loss: 1.1187, grad_norm: 6.3502 2021-02-06 23:05:37,827 - mmaction - INFO - Epoch [72][1120/3757] lr: 1.000e-03, eta: 1 day, 6:01:33, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8953, loss_cls: 1.0834, loss: 1.0834, grad_norm: 6.3614 2021-02-06 23:05:46,677 - mmaction - INFO - Epoch [72][1140/3757] lr: 1.000e-03, eta: 1 day, 6:01:07, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8867, loss_cls: 1.1722, loss: 1.1722, grad_norm: 6.5387 2021-02-06 23:05:55,543 - mmaction - INFO - Epoch [72][1160/3757] lr: 1.000e-03, eta: 1 day, 6:00:40, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8922, loss_cls: 1.1502, loss: 1.1502, grad_norm: 6.5559 2021-02-06 23:06:04,401 - mmaction - INFO - Epoch [72][1180/3757] lr: 1.000e-03, eta: 1 day, 6:00:14, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8891, loss_cls: 1.1034, loss: 1.1034, grad_norm: 6.4952 2021-02-06 23:06:13,274 - mmaction - INFO - Epoch [72][1200/3757] lr: 1.000e-03, eta: 1 day, 5:59:47, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8969, loss_cls: 1.1205, loss: 1.1205, grad_norm: 6.7215 2021-02-06 23:06:30,019 - mmaction - INFO - Epoch [72][1220/3757] lr: 1.000e-03, eta: 1 day, 5:59:25, time: 0.838, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.1166, loss: 1.1166, grad_norm: 6.5326 2021-02-06 23:06:38,857 - mmaction - INFO - Epoch [72][1240/3757] lr: 1.000e-03, eta: 1 day, 5:58:58, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8945, loss_cls: 1.1022, loss: 1.1022, grad_norm: 6.4811 2021-02-06 23:06:47,718 - mmaction - INFO - Epoch [72][1260/3757] lr: 1.000e-03, eta: 1 day, 5:58:32, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8867, loss_cls: 1.0963, loss: 1.0963, grad_norm: 6.6341 2021-02-06 23:07:14,535 - mmaction - INFO - Epoch [72][1280/3757] lr: 1.000e-03, eta: 1 day, 5:58:16, time: 1.341, data_time: 0.430, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1456, loss: 1.1456, grad_norm: 6.5582 2021-02-06 23:07:23,309 - mmaction - INFO - Epoch [72][1300/3757] lr: 1.000e-03, eta: 1 day, 5:57:49, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.1518, loss: 1.1518, grad_norm: 6.4837 2021-02-06 23:07:39,384 - mmaction - INFO - Epoch [72][1320/3757] lr: 1.000e-03, eta: 1 day, 5:57:27, time: 0.803, data_time: 0.362, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1740, loss: 1.1740, grad_norm: 6.5674 2021-02-06 23:07:48,206 - mmaction - INFO - Epoch [72][1340/3757] lr: 1.000e-03, eta: 1 day, 5:57:00, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1558, loss: 1.1558, grad_norm: 6.7547 2021-02-06 23:07:57,041 - mmaction - INFO - Epoch [72][1360/3757] lr: 1.000e-03, eta: 1 day, 5:56:34, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8742, loss_cls: 1.2254, loss: 1.2254, grad_norm: 6.7429 2021-02-06 23:08:16,160 - mmaction - INFO - Epoch [72][1380/3757] lr: 1.000e-03, eta: 1 day, 5:56:13, time: 0.956, data_time: 0.512, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8930, loss_cls: 1.1544, loss: 1.1544, grad_norm: 6.7196 2021-02-06 23:08:24,979 - mmaction - INFO - Epoch [72][1400/3757] lr: 1.000e-03, eta: 1 day, 5:55:47, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8891, loss_cls: 1.1516, loss: 1.1516, grad_norm: 6.7186 2021-02-06 23:08:43,258 - mmaction - INFO - Epoch [72][1420/3757] lr: 1.000e-03, eta: 1 day, 5:55:26, time: 0.913, data_time: 0.145, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.1154, loss: 1.1154, grad_norm: 6.3343 2021-02-06 23:08:52,073 - mmaction - INFO - Epoch [72][1440/3757] lr: 1.000e-03, eta: 1 day, 5:54:59, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1584, loss: 1.1584, grad_norm: 6.8160 2021-02-06 23:09:00,925 - mmaction - INFO - Epoch [72][1460/3757] lr: 1.000e-03, eta: 1 day, 5:54:33, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.1730, loss: 1.1730, grad_norm: 6.8408 2021-02-06 23:09:22,321 - mmaction - INFO - Epoch [72][1480/3757] lr: 1.000e-03, eta: 1 day, 5:54:13, time: 1.070, data_time: 0.625, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8844, loss_cls: 1.1747, loss: 1.1747, grad_norm: 6.7685 2021-02-06 23:09:50,259 - mmaction - INFO - Epoch [72][1500/3757] lr: 1.000e-03, eta: 1 day, 5:53:58, time: 1.397, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.9023, loss_cls: 1.0725, loss: 1.0725, grad_norm: 7.4004 2021-02-06 23:10:19,518 - mmaction - INFO - Epoch [72][1520/3757] lr: 1.000e-03, eta: 1 day, 5:53:43, time: 1.463, data_time: 1.019, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9039, loss_cls: 1.0505, loss: 1.0505, grad_norm: 6.4140 2021-02-06 23:10:44,351 - mmaction - INFO - Epoch [72][1540/3757] lr: 1.000e-03, eta: 1 day, 5:53:26, time: 1.241, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.1180, loss: 1.1180, grad_norm: 6.6470 2021-02-06 23:11:03,162 - mmaction - INFO - Epoch [72][1560/3757] lr: 1.000e-03, eta: 1 day, 5:53:05, time: 0.941, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8781, loss_cls: 1.1796, loss: 1.1796, grad_norm: 6.9107 2021-02-06 23:11:11,920 - mmaction - INFO - Epoch [72][1580/3757] lr: 1.000e-03, eta: 1 day, 5:52:39, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8836, loss_cls: 1.2112, loss: 1.2112, grad_norm: 6.8829 2021-02-06 23:11:20,695 - mmaction - INFO - Epoch [72][1600/3757] lr: 1.000e-03, eta: 1 day, 5:52:12, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8711, loss_cls: 1.1683, loss: 1.1683, grad_norm: 6.6597 2021-02-06 23:11:29,476 - mmaction - INFO - Epoch [72][1620/3757] lr: 1.000e-03, eta: 1 day, 5:51:46, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8875, loss_cls: 1.1108, loss: 1.1108, grad_norm: 6.5487 2021-02-06 23:11:49,787 - mmaction - INFO - Epoch [72][1640/3757] lr: 1.000e-03, eta: 1 day, 5:51:26, time: 1.016, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8875, loss_cls: 1.1555, loss: 1.1555, grad_norm: 6.7670 2021-02-06 23:11:58,552 - mmaction - INFO - Epoch [72][1660/3757] lr: 1.000e-03, eta: 1 day, 5:50:59, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.2056, loss: 1.2056, grad_norm: 6.6873 2021-02-06 23:12:07,378 - mmaction - INFO - Epoch [72][1680/3757] lr: 1.000e-03, eta: 1 day, 5:50:33, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.9008, loss_cls: 1.0885, loss: 1.0885, grad_norm: 6.5157 2021-02-06 23:12:49,331 - mmaction - INFO - Epoch [72][1700/3757] lr: 1.000e-03, eta: 1 day, 5:50:25, time: 2.098, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8945, loss_cls: 1.0585, loss: 1.0585, grad_norm: 6.4014 2021-02-06 23:13:45,847 - mmaction - INFO - Epoch [72][1720/3757] lr: 1.000e-03, eta: 1 day, 5:50:26, time: 2.826, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8711, loss_cls: 1.2303, loss: 1.2303, grad_norm: 6.7927 2021-02-06 23:14:00,656 - mmaction - INFO - Epoch [72][1740/3757] lr: 1.000e-03, eta: 1 day, 5:50:03, time: 0.740, data_time: 0.294, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0405, loss: 1.0405, grad_norm: 6.3048 2021-02-06 23:15:16,167 - mmaction - INFO - Epoch [72][1760/3757] lr: 1.000e-03, eta: 1 day, 5:50:15, time: 3.775, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8977, loss_cls: 1.1147, loss: 1.1147, grad_norm: 6.7888 2021-02-06 23:16:26,098 - mmaction - INFO - Epoch [72][1780/3757] lr: 1.000e-03, eta: 1 day, 5:50:24, time: 3.496, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9023, loss_cls: 1.0417, loss: 1.0417, grad_norm: 6.3925 2021-02-06 23:17:51,723 - mmaction - INFO - Epoch [72][1800/3757] lr: 1.000e-03, eta: 1 day, 5:50:42, time: 4.281, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8758, loss_cls: 1.1628, loss: 1.1628, grad_norm: 6.5859 2021-02-06 23:18:35,048 - mmaction - INFO - Epoch [72][1820/3757] lr: 1.000e-03, eta: 1 day, 5:50:35, time: 2.167, data_time: 1.705, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8789, loss_cls: 1.2411, loss: 1.2411, grad_norm: 6.6637 2021-02-06 23:19:16,652 - mmaction - INFO - Epoch [72][1840/3757] lr: 1.000e-03, eta: 1 day, 5:50:27, time: 2.080, data_time: 0.835, memory: 7141, top1_acc: 0.7367, top5_acc: 0.9031, loss_cls: 1.0843, loss: 1.0843, grad_norm: 6.3346 2021-02-06 23:20:28,830 - mmaction - INFO - Epoch [72][1860/3757] lr: 1.000e-03, eta: 1 day, 5:50:37, time: 3.609, data_time: 2.476, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9039, loss_cls: 1.0338, loss: 1.0338, grad_norm: 6.4707 2021-02-06 23:21:11,904 - mmaction - INFO - Epoch [72][1880/3757] lr: 1.000e-03, eta: 1 day, 5:50:31, time: 2.154, data_time: 0.987, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8945, loss_cls: 1.0954, loss: 1.0954, grad_norm: 6.4788 2021-02-06 23:22:02,723 - mmaction - INFO - Epoch [72][1900/3757] lr: 1.000e-03, eta: 1 day, 5:50:28, time: 2.540, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8836, loss_cls: 1.1474, loss: 1.1474, grad_norm: 6.5172 2021-02-06 23:22:16,112 - mmaction - INFO - Epoch [72][1920/3757] lr: 1.000e-03, eta: 1 day, 5:50:04, time: 0.670, data_time: 0.083, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2158, loss: 1.2158, grad_norm: 6.9557 2021-02-06 23:22:45,472 - mmaction - INFO - Epoch [72][1940/3757] lr: 1.000e-03, eta: 1 day, 5:49:50, time: 1.468, data_time: 1.009, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8836, loss_cls: 1.1188, loss: 1.1188, grad_norm: 6.7464 2021-02-06 23:23:22,443 - mmaction - INFO - Epoch [72][1960/3757] lr: 1.000e-03, eta: 1 day, 5:49:39, time: 1.848, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.1946, loss: 1.1946, grad_norm: 6.7706 2021-02-06 23:23:48,673 - mmaction - INFO - Epoch [72][1980/3757] lr: 1.000e-03, eta: 1 day, 5:49:23, time: 1.312, data_time: 0.001, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2260, loss: 1.2260, grad_norm: 6.8057 2021-02-06 23:24:19,228 - mmaction - INFO - Epoch [72][2000/3757] lr: 1.000e-03, eta: 1 day, 5:49:09, time: 1.528, data_time: 1.085, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8758, loss_cls: 1.1622, loss: 1.1622, grad_norm: 6.5703 2021-02-06 23:25:02,280 - mmaction - INFO - Epoch [72][2020/3757] lr: 1.000e-03, eta: 1 day, 5:49:02, time: 2.152, data_time: 0.546, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8922, loss_cls: 1.0730, loss: 1.0730, grad_norm: 6.5316 2021-02-06 23:25:56,041 - mmaction - INFO - Epoch [72][2040/3757] lr: 1.000e-03, eta: 1 day, 5:49:01, time: 2.689, data_time: 1.136, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8977, loss_cls: 1.1067, loss: 1.1067, grad_norm: 6.5623 2021-02-06 23:26:43,238 - mmaction - INFO - Epoch [72][2060/3757] lr: 1.000e-03, eta: 1 day, 5:48:56, time: 2.360, data_time: 1.915, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8945, loss_cls: 1.1125, loss: 1.1125, grad_norm: 6.6116 2021-02-06 23:27:47,682 - mmaction - INFO - Epoch [72][2080/3757] lr: 1.000e-03, eta: 1 day, 5:49:02, time: 3.222, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8711, loss_cls: 1.2401, loss: 1.2401, grad_norm: 6.8550 2021-02-06 23:29:02,076 - mmaction - INFO - Epoch [72][2100/3757] lr: 1.000e-03, eta: 1 day, 5:49:13, time: 3.720, data_time: 0.585, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.1948, loss: 1.1948, grad_norm: 6.7216 2021-02-06 23:29:35,474 - mmaction - INFO - Epoch [72][2120/3757] lr: 1.000e-03, eta: 1 day, 5:49:00, time: 1.670, data_time: 0.001, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8766, loss_cls: 1.1689, loss: 1.1689, grad_norm: 6.5958 2021-02-06 23:30:19,392 - mmaction - INFO - Epoch [72][2140/3757] lr: 1.000e-03, eta: 1 day, 5:48:54, time: 2.196, data_time: 0.002, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9102, loss_cls: 1.0414, loss: 1.0414, grad_norm: 6.3129 2021-02-06 23:30:54,665 - mmaction - INFO - Epoch [72][2160/3757] lr: 1.000e-03, eta: 1 day, 5:48:43, time: 1.764, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8734, loss_cls: 1.1852, loss: 1.1852, grad_norm: 6.7329 2021-02-06 23:31:44,552 - mmaction - INFO - Epoch [72][2180/3757] lr: 1.000e-03, eta: 1 day, 5:48:40, time: 2.494, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9000, loss_cls: 1.1002, loss: 1.1002, grad_norm: 6.4659 2021-02-06 23:32:03,202 - mmaction - INFO - Epoch [72][2200/3757] lr: 1.000e-03, eta: 1 day, 5:48:19, time: 0.933, data_time: 0.492, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8875, loss_cls: 1.1708, loss: 1.1708, grad_norm: 6.9408 2021-02-06 23:32:55,423 - mmaction - INFO - Epoch [72][2220/3757] lr: 1.000e-03, eta: 1 day, 5:48:17, time: 2.611, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9039, loss_cls: 1.0280, loss: 1.0280, grad_norm: 6.4279 2021-02-06 23:33:36,198 - mmaction - INFO - Epoch [72][2240/3757] lr: 1.000e-03, eta: 1 day, 5:48:09, time: 2.039, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1380, loss: 1.1380, grad_norm: 6.7486 2021-02-06 23:34:29,753 - mmaction - INFO - Epoch [72][2260/3757] lr: 1.000e-03, eta: 1 day, 5:48:08, time: 2.677, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8883, loss_cls: 1.1042, loss: 1.1042, grad_norm: 6.4230 2021-02-06 23:35:42,134 - mmaction - INFO - Epoch [72][2280/3757] lr: 1.000e-03, eta: 1 day, 5:48:18, time: 3.619, data_time: 1.099, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8773, loss_cls: 1.1451, loss: 1.1451, grad_norm: 6.4088 2021-02-06 23:36:33,636 - mmaction - INFO - Epoch [72][2300/3757] lr: 1.000e-03, eta: 1 day, 5:48:15, time: 2.575, data_time: 0.841, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8812, loss_cls: 1.1501, loss: 1.1501, grad_norm: 6.5597 2021-02-06 23:37:11,028 - mmaction - INFO - Epoch [72][2320/3757] lr: 1.000e-03, eta: 1 day, 5:48:05, time: 1.869, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8969, loss_cls: 1.1090, loss: 1.1090, grad_norm: 6.5370 2021-02-06 23:38:00,391 - mmaction - INFO - Epoch [72][2340/3757] lr: 1.000e-03, eta: 1 day, 5:48:02, time: 2.469, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8789, loss_cls: 1.1556, loss: 1.1556, grad_norm: 6.4280 2021-02-06 23:38:39,162 - mmaction - INFO - Epoch [72][2360/3757] lr: 1.000e-03, eta: 1 day, 5:47:52, time: 1.939, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8945, loss_cls: 1.1211, loss: 1.1211, grad_norm: 6.5713 2021-02-06 23:38:54,484 - mmaction - INFO - Epoch [72][2380/3757] lr: 1.000e-03, eta: 1 day, 5:47:29, time: 0.766, data_time: 0.326, memory: 7141, top1_acc: 0.7266, top5_acc: 0.9039, loss_cls: 1.0865, loss: 1.0865, grad_norm: 6.5413 2021-02-06 23:39:26,017 - mmaction - INFO - Epoch [72][2400/3757] lr: 1.000e-03, eta: 1 day, 5:47:16, time: 1.577, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.1831, loss: 1.1831, grad_norm: 6.8913 2021-02-06 23:40:12,895 - mmaction - INFO - Epoch [72][2420/3757] lr: 1.000e-03, eta: 1 day, 5:47:11, time: 2.343, data_time: 1.835, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.1334, loss: 1.1334, grad_norm: 6.5936 2021-02-06 23:41:02,924 - mmaction - INFO - Epoch [72][2440/3757] lr: 1.000e-03, eta: 1 day, 5:47:08, time: 2.502, data_time: 0.961, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8844, loss_cls: 1.1397, loss: 1.1397, grad_norm: 6.5818 2021-02-06 23:41:56,322 - mmaction - INFO - Epoch [72][2460/3757] lr: 1.000e-03, eta: 1 day, 5:47:07, time: 2.669, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8852, loss_cls: 1.1196, loss: 1.1196, grad_norm: 6.3080 2021-02-06 23:42:25,471 - mmaction - INFO - Epoch [72][2480/3757] lr: 1.000e-03, eta: 1 day, 5:46:52, time: 1.458, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8680, loss_cls: 1.1960, loss: 1.1960, grad_norm: 6.7612 2021-02-06 23:43:25,547 - mmaction - INFO - Epoch [72][2500/3757] lr: 1.000e-03, eta: 1 day, 5:46:54, time: 3.003, data_time: 0.000, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8773, loss_cls: 1.2622, loss: 1.2622, grad_norm: 7.1958 2021-02-06 23:44:28,114 - mmaction - INFO - Epoch [72][2520/3757] lr: 1.000e-03, eta: 1 day, 5:46:58, time: 3.129, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8742, loss_cls: 1.1966, loss: 1.1966, grad_norm: 6.7984 2021-02-06 23:46:12,011 - mmaction - INFO - Epoch [72][2540/3757] lr: 1.000e-03, eta: 1 day, 5:47:26, time: 5.195, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8883, loss_cls: 1.1538, loss: 1.1538, grad_norm: 6.6435 2021-02-06 23:46:44,847 - mmaction - INFO - Epoch [72][2560/3757] lr: 1.000e-03, eta: 1 day, 5:47:13, time: 1.642, data_time: 1.194, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8859, loss_cls: 1.1003, loss: 1.1003, grad_norm: 6.2909 2021-02-06 23:47:51,652 - mmaction - INFO - Epoch [72][2580/3757] lr: 1.000e-03, eta: 1 day, 5:47:20, time: 3.340, data_time: 0.917, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8875, loss_cls: 1.1513, loss: 1.1513, grad_norm: 6.9045 2021-02-06 23:49:07,715 - mmaction - INFO - Epoch [72][2600/3757] lr: 1.000e-03, eta: 1 day, 5:47:31, time: 3.803, data_time: 1.326, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8773, loss_cls: 1.1854, loss: 1.1854, grad_norm: 6.6110 2021-02-06 23:50:00,680 - mmaction - INFO - Epoch [72][2620/3757] lr: 1.000e-03, eta: 1 day, 5:47:30, time: 2.649, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.1225, loss: 1.1225, grad_norm: 6.6403 2021-02-06 23:50:54,528 - mmaction - INFO - Epoch [72][2640/3757] lr: 1.000e-03, eta: 1 day, 5:47:29, time: 2.692, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8812, loss_cls: 1.2122, loss: 1.2122, grad_norm: 6.8770 2021-02-06 23:52:09,162 - mmaction - INFO - Epoch [72][2660/3757] lr: 1.000e-03, eta: 1 day, 5:47:40, time: 3.732, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8852, loss_cls: 1.1299, loss: 1.1299, grad_norm: 6.7070 2021-02-06 23:52:55,006 - mmaction - INFO - Epoch [72][2680/3757] lr: 1.000e-03, eta: 1 day, 5:47:34, time: 2.293, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.9055, loss_cls: 1.0687, loss: 1.0687, grad_norm: 6.3322 2021-02-06 23:53:55,307 - mmaction - INFO - Epoch [72][2700/3757] lr: 1.000e-03, eta: 1 day, 5:47:37, time: 3.014, data_time: 1.427, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.1912, loss: 1.1912, grad_norm: 6.8221 2021-02-06 23:54:45,187 - mmaction - INFO - Epoch [72][2720/3757] lr: 1.000e-03, eta: 1 day, 5:47:33, time: 2.494, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9047, loss_cls: 1.0686, loss: 1.0686, grad_norm: 6.3565 2021-02-06 23:55:13,673 - mmaction - INFO - Epoch [72][2740/3757] lr: 1.000e-03, eta: 1 day, 5:47:18, time: 1.425, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8891, loss_cls: 1.1045, loss: 1.1045, grad_norm: 6.3641 2021-02-06 23:56:25,887 - mmaction - INFO - Epoch [72][2760/3757] lr: 1.000e-03, eta: 1 day, 5:47:27, time: 3.611, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8906, loss_cls: 1.0995, loss: 1.0995, grad_norm: 6.4779 2021-02-06 23:58:00,357 - mmaction - INFO - Epoch [72][2780/3757] lr: 1.000e-03, eta: 1 day, 5:47:49, time: 4.723, data_time: 1.005, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8797, loss_cls: 1.2154, loss: 1.2154, grad_norm: 6.9740 2021-02-06 23:58:26,693 - mmaction - INFO - Epoch [72][2800/3757] lr: 1.000e-03, eta: 1 day, 5:47:32, time: 1.316, data_time: 0.878, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8773, loss_cls: 1.1503, loss: 1.1503, grad_norm: 6.6464 2021-02-06 23:59:25,620 - mmaction - INFO - Epoch [72][2820/3757] lr: 1.000e-03, eta: 1 day, 5:47:34, time: 2.946, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8961, loss_cls: 1.1406, loss: 1.1406, grad_norm: 6.4603 2021-02-07 00:00:24,959 - mmaction - INFO - Epoch [72][2840/3757] lr: 1.000e-03, eta: 1 day, 5:47:36, time: 2.958, data_time: 0.906, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8891, loss_cls: 1.0775, loss: 1.0775, grad_norm: 6.3195 2021-02-07 00:01:24,145 - mmaction - INFO - Epoch [72][2860/3757] lr: 1.000e-03, eta: 1 day, 5:47:38, time: 2.968, data_time: 1.732, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8977, loss_cls: 1.1128, loss: 1.1128, grad_norm: 6.7925 2021-02-07 00:02:26,132 - mmaction - INFO - Epoch [72][2880/3757] lr: 1.000e-03, eta: 1 day, 5:47:42, time: 3.100, data_time: 0.795, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1162, loss: 1.1162, grad_norm: 6.5275 2021-02-07 00:02:45,343 - mmaction - INFO - Epoch [72][2900/3757] lr: 1.000e-03, eta: 1 day, 5:47:21, time: 0.961, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.0940, loss: 1.0940, grad_norm: 6.6343 2021-02-07 00:03:45,650 - mmaction - INFO - Epoch [72][2920/3757] lr: 1.000e-03, eta: 1 day, 5:47:23, time: 3.015, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8820, loss_cls: 1.1364, loss: 1.1364, grad_norm: 6.5651 2021-02-07 00:04:43,386 - mmaction - INFO - Epoch [72][2940/3757] lr: 1.000e-03, eta: 1 day, 5:47:24, time: 2.887, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8836, loss_cls: 1.1926, loss: 1.1926, grad_norm: 6.7750 2021-02-07 00:05:31,173 - mmaction - INFO - Epoch [72][2960/3757] lr: 1.000e-03, eta: 1 day, 5:47:20, time: 2.389, data_time: 1.947, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8867, loss_cls: 1.1547, loss: 1.1547, grad_norm: 6.5593 2021-02-07 00:06:31,212 - mmaction - INFO - Epoch [72][2980/3757] lr: 1.000e-03, eta: 1 day, 5:47:22, time: 3.003, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.1881, loss: 1.1881, grad_norm: 6.6785 2021-02-07 00:07:03,159 - mmaction - INFO - Epoch [72][3000/3757] lr: 1.000e-03, eta: 1 day, 5:47:08, time: 1.596, data_time: 0.672, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2540, loss: 1.2540, grad_norm: 6.9020 2021-02-07 00:07:25,217 - mmaction - INFO - Epoch [72][3020/3757] lr: 1.000e-03, eta: 1 day, 5:46:49, time: 1.104, data_time: 0.416, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.1489, loss: 1.1489, grad_norm: 6.6828 2021-02-07 00:08:16,813 - mmaction - INFO - Epoch [72][3040/3757] lr: 1.000e-03, eta: 1 day, 5:46:47, time: 2.580, data_time: 1.115, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8953, loss_cls: 1.1354, loss: 1.1354, grad_norm: 6.5883 2021-02-07 00:08:55,083 - mmaction - INFO - Epoch [72][3060/3757] lr: 1.000e-03, eta: 1 day, 5:46:37, time: 1.913, data_time: 0.570, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8906, loss_cls: 1.1364, loss: 1.1364, grad_norm: 6.6640 2021-02-07 00:10:04,317 - mmaction - INFO - Epoch [72][3080/3757] lr: 1.000e-03, eta: 1 day, 5:46:44, time: 3.461, data_time: 1.664, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1580, loss: 1.1580, grad_norm: 6.8148 2021-02-07 00:11:11,705 - mmaction - INFO - Epoch [72][3100/3757] lr: 1.000e-03, eta: 1 day, 5:46:51, time: 3.368, data_time: 2.384, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8859, loss_cls: 1.0820, loss: 1.0820, grad_norm: 6.5251 2021-02-07 00:12:08,316 - mmaction - INFO - Epoch [72][3120/3757] lr: 1.000e-03, eta: 1 day, 5:46:51, time: 2.831, data_time: 1.018, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.1776, loss: 1.1776, grad_norm: 6.7542 2021-02-07 00:13:28,529 - mmaction - INFO - Epoch [72][3140/3757] lr: 1.000e-03, eta: 1 day, 5:47:04, time: 4.011, data_time: 1.052, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2026, loss: 1.2026, grad_norm: 6.7077 2021-02-07 00:14:48,043 - mmaction - INFO - Epoch [72][3160/3757] lr: 1.000e-03, eta: 1 day, 5:47:18, time: 3.975, data_time: 3.515, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8891, loss_cls: 1.0529, loss: 1.0529, grad_norm: 6.1727 2021-02-07 00:16:11,561 - mmaction - INFO - Epoch [72][3180/3757] lr: 1.000e-03, eta: 1 day, 5:47:33, time: 4.176, data_time: 0.924, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8828, loss_cls: 1.1547, loss: 1.1547, grad_norm: 6.6763 2021-02-07 00:16:40,144 - mmaction - INFO - Epoch [72][3200/3757] lr: 1.000e-03, eta: 1 day, 5:47:18, time: 1.429, data_time: 0.594, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8852, loss_cls: 1.1370, loss: 1.1370, grad_norm: 6.5636 2021-02-07 00:18:18,949 - mmaction - INFO - Epoch [72][3220/3757] lr: 1.000e-03, eta: 1 day, 5:47:42, time: 4.940, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1363, loss: 1.1363, grad_norm: 6.5998 2021-02-07 00:18:55,005 - mmaction - INFO - Epoch [72][3240/3757] lr: 1.000e-03, eta: 1 day, 5:47:30, time: 1.802, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8773, loss_cls: 1.2024, loss: 1.2024, grad_norm: 6.8396 2021-02-07 00:20:11,812 - mmaction - INFO - Epoch [72][3260/3757] lr: 1.000e-03, eta: 1 day, 5:47:42, time: 3.841, data_time: 1.085, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.1214, loss: 1.1214, grad_norm: 6.7228 2021-02-07 00:20:56,408 - mmaction - INFO - Epoch [72][3280/3757] lr: 1.000e-03, eta: 1 day, 5:47:35, time: 2.230, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8766, loss_cls: 1.1931, loss: 1.1931, grad_norm: 6.9577 2021-02-07 00:22:06,476 - mmaction - INFO - Epoch [72][3300/3757] lr: 1.000e-03, eta: 1 day, 5:47:43, time: 3.503, data_time: 1.329, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8727, loss_cls: 1.2200, loss: 1.2200, grad_norm: 6.8195 2021-02-07 00:24:15,623 - mmaction - INFO - Epoch [72][3320/3757] lr: 1.000e-03, eta: 1 day, 5:48:24, time: 6.457, data_time: 0.001, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.1982, loss: 1.1982, grad_norm: 6.6106 2021-02-07 00:25:16,825 - mmaction - INFO - Epoch [72][3340/3757] lr: 1.000e-03, eta: 1 day, 5:48:27, time: 3.060, data_time: 1.546, memory: 7141, top1_acc: 0.7500, top5_acc: 0.8992, loss_cls: 1.0661, loss: 1.0661, grad_norm: 6.5003 2021-02-07 00:26:01,482 - mmaction - INFO - Epoch [72][3360/3757] lr: 1.000e-03, eta: 1 day, 5:48:20, time: 2.233, data_time: 0.966, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8969, loss_cls: 1.1390, loss: 1.1390, grad_norm: 6.6836 2021-02-07 00:27:20,339 - mmaction - INFO - Epoch [72][3380/3757] lr: 1.000e-03, eta: 1 day, 5:48:33, time: 3.943, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8781, loss_cls: 1.0846, loss: 1.0846, grad_norm: 6.4057 2021-02-07 00:28:38,520 - mmaction - INFO - Epoch [72][3400/3757] lr: 1.000e-03, eta: 1 day, 5:48:45, time: 3.909, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9047, loss_cls: 1.0528, loss: 1.0528, grad_norm: 6.4494 2021-02-07 00:29:23,594 - mmaction - INFO - Epoch [72][3420/3757] lr: 1.000e-03, eta: 1 day, 5:48:39, time: 2.254, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8852, loss_cls: 1.1212, loss: 1.1212, grad_norm: 6.2743 2021-02-07 00:30:40,722 - mmaction - INFO - Epoch [72][3440/3757] lr: 1.000e-03, eta: 1 day, 5:48:50, time: 3.856, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8773, loss_cls: 1.1665, loss: 1.1665, grad_norm: 6.6741 2021-02-07 00:32:00,272 - mmaction - INFO - Epoch [72][3460/3757] lr: 1.000e-03, eta: 1 day, 5:49:03, time: 3.978, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8906, loss_cls: 1.0638, loss: 1.0638, grad_norm: 6.4006 2021-02-07 00:32:37,662 - mmaction - INFO - Epoch [72][3480/3757] lr: 1.000e-03, eta: 1 day, 5:48:52, time: 1.870, data_time: 0.001, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8578, loss_cls: 1.2688, loss: 1.2688, grad_norm: 6.8553 2021-02-07 00:33:04,522 - mmaction - INFO - Epoch [72][3500/3757] lr: 1.000e-03, eta: 1 day, 5:48:36, time: 1.343, data_time: 0.902, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2057, loss: 1.2057, grad_norm: 6.8405 2021-02-07 00:33:26,728 - mmaction - INFO - Epoch [72][3520/3757] lr: 1.000e-03, eta: 1 day, 5:48:16, time: 1.110, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8836, loss_cls: 1.2042, loss: 1.2042, grad_norm: 7.0562 2021-02-07 00:34:19,216 - mmaction - INFO - Epoch [72][3540/3757] lr: 1.000e-03, eta: 1 day, 5:48:14, time: 2.625, data_time: 1.429, memory: 7141, top1_acc: 0.6922, top5_acc: 0.8812, loss_cls: 1.2295, loss: 1.2295, grad_norm: 6.8326 2021-02-07 00:35:11,013 - mmaction - INFO - Epoch [72][3560/3757] lr: 1.000e-03, eta: 1 day, 5:48:11, time: 2.590, data_time: 0.937, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1851, loss: 1.1851, grad_norm: 6.8262 2021-02-07 00:35:37,927 - mmaction - INFO - Epoch [72][3580/3757] lr: 1.000e-03, eta: 1 day, 5:47:55, time: 1.346, data_time: 0.902, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8828, loss_cls: 1.1723, loss: 1.1723, grad_norm: 6.4369 2021-02-07 00:36:52,960 - mmaction - INFO - Epoch [72][3600/3757] lr: 1.000e-03, eta: 1 day, 5:48:05, time: 3.752, data_time: 1.141, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8891, loss_cls: 1.1066, loss: 1.1066, grad_norm: 6.3405 2021-02-07 00:37:18,626 - mmaction - INFO - Epoch [72][3620/3757] lr: 1.000e-03, eta: 1 day, 5:47:48, time: 1.283, data_time: 0.841, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8781, loss_cls: 1.1785, loss: 1.1785, grad_norm: 6.4914 2021-02-07 00:38:38,277 - mmaction - INFO - Epoch [72][3640/3757] lr: 1.000e-03, eta: 1 day, 5:48:01, time: 3.982, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9008, loss_cls: 1.0992, loss: 1.0992, grad_norm: 6.6674 2021-02-07 00:39:04,351 - mmaction - INFO - Epoch [72][3660/3757] lr: 1.000e-03, eta: 1 day, 5:47:43, time: 1.304, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1368, loss: 1.1368, grad_norm: 6.5844 2021-02-07 00:39:24,017 - mmaction - INFO - Epoch [72][3680/3757] lr: 1.000e-03, eta: 1 day, 5:47:23, time: 0.983, data_time: 0.542, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8945, loss_cls: 1.1411, loss: 1.1411, grad_norm: 6.5588 2021-02-07 00:40:12,719 - mmaction - INFO - Epoch [72][3700/3757] lr: 1.000e-03, eta: 1 day, 5:47:18, time: 2.435, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8992, loss_cls: 1.1160, loss: 1.1160, grad_norm: 6.4187 2021-02-07 00:41:22,494 - mmaction - INFO - Epoch [72][3720/3757] lr: 1.000e-03, eta: 1 day, 5:47:25, time: 3.489, data_time: 1.707, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8703, loss_cls: 1.2206, loss: 1.2206, grad_norm: 6.9151 2021-02-07 00:41:55,285 - mmaction - INFO - Epoch [72][3740/3757] lr: 1.000e-03, eta: 1 day, 5:47:12, time: 1.640, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8797, loss_cls: 1.1531, loss: 1.1531, grad_norm: 6.7220 2021-02-07 00:42:33,170 - mmaction - INFO - Saving checkpoint at 72 epochs 2021-02-07 00:43:39,324 - mmaction - INFO - Epoch [73][20/3757] lr: 1.000e-03, eta: 1 day, 5:46:50, time: 3.254, data_time: 2.801, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8867, loss_cls: 1.0615, loss: 1.0615, grad_norm: 6.4697 2021-02-07 00:43:48,137 - mmaction - INFO - Epoch [73][40/3757] lr: 1.000e-03, eta: 1 day, 5:46:23, time: 0.441, data_time: 0.004, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1230, loss: 1.1230, grad_norm: 6.7941 2021-02-07 00:43:56,910 - mmaction - INFO - Epoch [73][60/3757] lr: 1.000e-03, eta: 1 day, 5:45:56, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.6898, top5_acc: 0.8750, loss_cls: 1.1953, loss: 1.1953, grad_norm: 6.8473 2021-02-07 00:44:05,642 - mmaction - INFO - Epoch [73][80/3757] lr: 1.000e-03, eta: 1 day, 5:45:29, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9086, loss_cls: 1.0397, loss: 1.0397, grad_norm: 6.4810 2021-02-07 00:44:14,406 - mmaction - INFO - Epoch [73][100/3757] lr: 1.000e-03, eta: 1 day, 5:45:02, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8914, loss_cls: 1.1287, loss: 1.1287, grad_norm: 6.7560 2021-02-07 00:44:23,196 - mmaction - INFO - Epoch [73][120/3757] lr: 1.000e-03, eta: 1 day, 5:44:35, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8898, loss_cls: 1.1008, loss: 1.1008, grad_norm: 6.6134 2021-02-07 00:44:31,967 - mmaction - INFO - Epoch [73][140/3757] lr: 1.000e-03, eta: 1 day, 5:44:08, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8930, loss_cls: 1.1073, loss: 1.1073, grad_norm: 6.8258 2021-02-07 00:44:40,763 - mmaction - INFO - Epoch [73][160/3757] lr: 1.000e-03, eta: 1 day, 5:43:41, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8906, loss_cls: 1.0685, loss: 1.0685, grad_norm: 6.3547 2021-02-07 00:44:49,588 - mmaction - INFO - Epoch [73][180/3757] lr: 1.000e-03, eta: 1 day, 5:43:15, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8883, loss_cls: 1.0985, loss: 1.0985, grad_norm: 6.6118 2021-02-07 00:44:58,412 - mmaction - INFO - Epoch [73][200/3757] lr: 1.000e-03, eta: 1 day, 5:42:48, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8938, loss_cls: 1.1337, loss: 1.1337, grad_norm: 6.8720 2021-02-07 00:45:07,218 - mmaction - INFO - Epoch [73][220/3757] lr: 1.000e-03, eta: 1 day, 5:42:21, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8820, loss_cls: 1.1162, loss: 1.1162, grad_norm: 6.3980 2021-02-07 00:45:16,023 - mmaction - INFO - Epoch [73][240/3757] lr: 1.000e-03, eta: 1 day, 5:41:54, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8930, loss_cls: 1.0826, loss: 1.0826, grad_norm: 6.5463 2021-02-07 00:45:24,857 - mmaction - INFO - Epoch [73][260/3757] lr: 1.000e-03, eta: 1 day, 5:41:27, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8867, loss_cls: 1.1387, loss: 1.1387, grad_norm: 6.7299 2021-02-07 00:45:33,703 - mmaction - INFO - Epoch [73][280/3757] lr: 1.000e-03, eta: 1 day, 5:41:01, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8758, loss_cls: 1.1763, loss: 1.1763, grad_norm: 6.6151 2021-02-07 00:45:42,545 - mmaction - INFO - Epoch [73][300/3757] lr: 1.000e-03, eta: 1 day, 5:40:34, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8945, loss_cls: 1.0848, loss: 1.0848, grad_norm: 6.5204 2021-02-07 00:45:51,353 - mmaction - INFO - Epoch [73][320/3757] lr: 1.000e-03, eta: 1 day, 5:40:07, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8961, loss_cls: 1.1079, loss: 1.1079, grad_norm: 6.7011 2021-02-07 00:46:00,181 - mmaction - INFO - Epoch [73][340/3757] lr: 1.000e-03, eta: 1 day, 5:39:40, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9047, loss_cls: 1.0353, loss: 1.0353, grad_norm: 6.4788 2021-02-07 00:46:09,022 - mmaction - INFO - Epoch [73][360/3757] lr: 1.000e-03, eta: 1 day, 5:39:13, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.6914, top5_acc: 0.8750, loss_cls: 1.2219, loss: 1.2219, grad_norm: 6.9296 2021-02-07 00:46:17,839 - mmaction - INFO - Epoch [73][380/3757] lr: 1.000e-03, eta: 1 day, 5:38:47, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8961, loss_cls: 1.0441, loss: 1.0441, grad_norm: 6.5275 2021-02-07 00:46:26,639 - mmaction - INFO - Epoch [73][400/3757] lr: 1.000e-03, eta: 1 day, 5:38:20, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8875, loss_cls: 1.1837, loss: 1.1837, grad_norm: 6.8382 2021-02-07 00:46:35,510 - mmaction - INFO - Epoch [73][420/3757] lr: 1.000e-03, eta: 1 day, 5:37:53, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.9031, loss_cls: 1.0565, loss: 1.0565, grad_norm: 6.4851 2021-02-07 00:46:44,334 - mmaction - INFO - Epoch [73][440/3757] lr: 1.000e-03, eta: 1 day, 5:37:26, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8945, loss_cls: 1.0687, loss: 1.0687, grad_norm: 6.4889 2021-02-07 00:46:53,201 - mmaction - INFO - Epoch [73][460/3757] lr: 1.000e-03, eta: 1 day, 5:36:59, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1662, loss: 1.1662, grad_norm: 6.7548 2021-02-07 00:47:02,061 - mmaction - INFO - Epoch [73][480/3757] lr: 1.000e-03, eta: 1 day, 5:36:33, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8711, loss_cls: 1.2133, loss: 1.2133, grad_norm: 6.7955 2021-02-07 00:47:10,955 - mmaction - INFO - Epoch [73][500/3757] lr: 1.000e-03, eta: 1 day, 5:36:06, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8875, loss_cls: 1.1387, loss: 1.1387, grad_norm: 6.5666 2021-02-07 00:47:19,814 - mmaction - INFO - Epoch [73][520/3757] lr: 1.000e-03, eta: 1 day, 5:35:39, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8961, loss_cls: 1.0782, loss: 1.0782, grad_norm: 6.4447 2021-02-07 00:47:28,685 - mmaction - INFO - Epoch [73][540/3757] lr: 1.000e-03, eta: 1 day, 5:35:12, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8797, loss_cls: 1.1295, loss: 1.1295, grad_norm: 6.5276 2021-02-07 00:47:37,556 - mmaction - INFO - Epoch [73][560/3757] lr: 1.000e-03, eta: 1 day, 5:34:46, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8977, loss_cls: 1.1219, loss: 1.1219, grad_norm: 6.6023 2021-02-07 00:47:46,407 - mmaction - INFO - Epoch [73][580/3757] lr: 1.000e-03, eta: 1 day, 5:34:19, time: 0.443, data_time: 0.002, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.1940, loss: 1.1940, grad_norm: 6.9633 2021-02-07 00:47:55,179 - mmaction - INFO - Epoch [73][600/3757] lr: 1.000e-03, eta: 1 day, 5:33:52, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8859, loss_cls: 1.1508, loss: 1.1508, grad_norm: 6.6206 2021-02-07 00:48:03,994 - mmaction - INFO - Epoch [73][620/3757] lr: 1.000e-03, eta: 1 day, 5:33:25, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8805, loss_cls: 1.1162, loss: 1.1162, grad_norm: 6.4581 2021-02-07 00:48:12,846 - mmaction - INFO - Epoch [73][640/3757] lr: 1.000e-03, eta: 1 day, 5:32:59, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.9000, loss_cls: 1.0746, loss: 1.0746, grad_norm: 6.4203 2021-02-07 00:48:21,786 - mmaction - INFO - Epoch [73][660/3757] lr: 1.000e-03, eta: 1 day, 5:32:32, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8914, loss_cls: 1.1354, loss: 1.1354, grad_norm: 6.7630 2021-02-07 00:48:30,643 - mmaction - INFO - Epoch [73][680/3757] lr: 1.000e-03, eta: 1 day, 5:32:05, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8969, loss_cls: 1.0734, loss: 1.0734, grad_norm: 6.5358 2021-02-07 00:48:39,510 - mmaction - INFO - Epoch [73][700/3757] lr: 1.000e-03, eta: 1 day, 5:31:39, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1470, loss: 1.1470, grad_norm: 6.8025 2021-02-07 00:48:48,407 - mmaction - INFO - Epoch [73][720/3757] lr: 1.000e-03, eta: 1 day, 5:31:12, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8867, loss_cls: 1.0976, loss: 1.0976, grad_norm: 6.5078 2021-02-07 00:48:57,188 - mmaction - INFO - Epoch [73][740/3757] lr: 1.000e-03, eta: 1 day, 5:30:45, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8992, loss_cls: 1.0618, loss: 1.0618, grad_norm: 6.5900 2021-02-07 00:49:14,255 - mmaction - INFO - Epoch [73][760/3757] lr: 1.000e-03, eta: 1 day, 5:30:23, time: 0.852, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8859, loss_cls: 1.0870, loss: 1.0870, grad_norm: 6.3978 2021-02-07 00:49:23,100 - mmaction - INFO - Epoch [73][780/3757] lr: 1.000e-03, eta: 1 day, 5:29:56, time: 0.443, data_time: 0.002, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.0919, loss: 1.0919, grad_norm: 6.6431 2021-02-07 00:49:31,931 - mmaction - INFO - Epoch [73][800/3757] lr: 1.000e-03, eta: 1 day, 5:29:30, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8883, loss_cls: 1.1314, loss: 1.1314, grad_norm: 6.6664 2021-02-07 00:49:40,722 - mmaction - INFO - Epoch [73][820/3757] lr: 1.000e-03, eta: 1 day, 5:29:03, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9031, loss_cls: 1.0274, loss: 1.0274, grad_norm: 6.0546 2021-02-07 00:49:49,555 - mmaction - INFO - Epoch [73][840/3757] lr: 1.000e-03, eta: 1 day, 5:28:36, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.1619, loss: 1.1619, grad_norm: 6.9256 2021-02-07 00:49:58,361 - mmaction - INFO - Epoch [73][860/3757] lr: 1.000e-03, eta: 1 day, 5:28:09, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8836, loss_cls: 1.1443, loss: 1.1443, grad_norm: 6.6386 2021-02-07 00:50:07,219 - mmaction - INFO - Epoch [73][880/3757] lr: 1.000e-03, eta: 1 day, 5:27:43, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8875, loss_cls: 1.1555, loss: 1.1555, grad_norm: 6.6958 2021-02-07 00:51:04,719 - mmaction - INFO - Epoch [73][900/3757] lr: 1.000e-03, eta: 1 day, 5:27:43, time: 2.875, data_time: 1.379, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8984, loss_cls: 1.0732, loss: 1.0732, grad_norm: 6.6154 2021-02-07 00:51:13,566 - mmaction - INFO - Epoch [73][920/3757] lr: 1.000e-03, eta: 1 day, 5:27:16, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.9016, loss_cls: 1.0956, loss: 1.0956, grad_norm: 6.9518 2021-02-07 00:52:14,365 - mmaction - INFO - Epoch [73][940/3757] lr: 1.000e-03, eta: 1 day, 5:27:18, time: 3.041, data_time: 2.594, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8750, loss_cls: 1.1780, loss: 1.1780, grad_norm: 6.7603 2021-02-07 00:52:57,601 - mmaction - INFO - Epoch [73][960/3757] lr: 1.000e-03, eta: 1 day, 5:27:11, time: 2.162, data_time: 1.719, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8961, loss_cls: 1.0741, loss: 1.0741, grad_norm: 6.3411 2021-02-07 00:53:31,766 - mmaction - INFO - Epoch [73][980/3757] lr: 1.000e-03, eta: 1 day, 5:26:58, time: 1.708, data_time: 1.265, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8875, loss_cls: 1.0968, loss: 1.0968, grad_norm: 6.4959 2021-02-07 00:54:29,902 - mmaction - INFO - Epoch [73][1000/3757] lr: 1.000e-03, eta: 1 day, 5:26:58, time: 2.906, data_time: 2.080, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8953, loss_cls: 1.1037, loss: 1.1037, grad_norm: 6.5213 2021-02-07 00:54:38,733 - mmaction - INFO - Epoch [73][1020/3757] lr: 1.000e-03, eta: 1 day, 5:26:32, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9117, loss_cls: 1.0221, loss: 1.0221, grad_norm: 6.4363 2021-02-07 00:55:05,786 - mmaction - INFO - Epoch [73][1040/3757] lr: 1.000e-03, eta: 1 day, 5:26:15, time: 1.353, data_time: 0.909, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8836, loss_cls: 1.1041, loss: 1.1041, grad_norm: 6.4976 2021-02-07 00:55:14,558 - mmaction - INFO - Epoch [73][1060/3757] lr: 1.000e-03, eta: 1 day, 5:25:48, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8922, loss_cls: 1.1366, loss: 1.1366, grad_norm: 6.5325 2021-02-07 00:55:23,325 - mmaction - INFO - Epoch [73][1080/3757] lr: 1.000e-03, eta: 1 day, 5:25:22, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8836, loss_cls: 1.1025, loss: 1.1025, grad_norm: 6.6463 2021-02-07 00:55:32,102 - mmaction - INFO - Epoch [73][1100/3757] lr: 1.000e-03, eta: 1 day, 5:24:55, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8742, loss_cls: 1.2312, loss: 1.2312, grad_norm: 6.9055 2021-02-07 00:55:40,925 - mmaction - INFO - Epoch [73][1120/3757] lr: 1.000e-03, eta: 1 day, 5:24:28, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8930, loss_cls: 1.1172, loss: 1.1172, grad_norm: 6.7647 2021-02-07 00:55:49,755 - mmaction - INFO - Epoch [73][1140/3757] lr: 1.000e-03, eta: 1 day, 5:24:01, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8859, loss_cls: 1.1499, loss: 1.1499, grad_norm: 6.7395 2021-02-07 00:55:58,527 - mmaction - INFO - Epoch [73][1160/3757] lr: 1.000e-03, eta: 1 day, 5:23:35, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8945, loss_cls: 1.1320, loss: 1.1320, grad_norm: 6.7258 2021-02-07 00:56:07,298 - mmaction - INFO - Epoch [73][1180/3757] lr: 1.000e-03, eta: 1 day, 5:23:08, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9039, loss_cls: 1.0854, loss: 1.0854, grad_norm: 6.7051 2021-02-07 00:56:16,122 - mmaction - INFO - Epoch [73][1200/3757] lr: 1.000e-03, eta: 1 day, 5:22:41, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6891, top5_acc: 0.8602, loss_cls: 1.2542, loss: 1.2542, grad_norm: 6.8811 2021-02-07 00:56:24,928 - mmaction - INFO - Epoch [73][1220/3757] lr: 1.000e-03, eta: 1 day, 5:22:15, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1195, loss: 1.1195, grad_norm: 6.6550 2021-02-07 00:56:33,757 - mmaction - INFO - Epoch [73][1240/3757] lr: 1.000e-03, eta: 1 day, 5:21:48, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9094, loss_cls: 1.0325, loss: 1.0325, grad_norm: 6.5039 2021-02-07 00:56:42,649 - mmaction - INFO - Epoch [73][1260/3757] lr: 1.000e-03, eta: 1 day, 5:21:21, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9039, loss_cls: 1.0567, loss: 1.0567, grad_norm: 6.6220 2021-02-07 00:56:51,521 - mmaction - INFO - Epoch [73][1280/3757] lr: 1.000e-03, eta: 1 day, 5:20:55, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.0932, loss: 1.0932, grad_norm: 6.5328 2021-02-07 00:57:00,351 - mmaction - INFO - Epoch [73][1300/3757] lr: 1.000e-03, eta: 1 day, 5:20:28, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1611, loss: 1.1611, grad_norm: 6.9341 2021-02-07 00:57:09,146 - mmaction - INFO - Epoch [73][1320/3757] lr: 1.000e-03, eta: 1 day, 5:20:01, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8891, loss_cls: 1.0973, loss: 1.0973, grad_norm: 6.6845 2021-02-07 00:57:18,048 - mmaction - INFO - Epoch [73][1340/3757] lr: 1.000e-03, eta: 1 day, 5:19:35, time: 0.444, data_time: 0.002, memory: 7141, top1_acc: 0.7273, top5_acc: 0.9062, loss_cls: 1.0476, loss: 1.0476, grad_norm: 6.7178 2021-02-07 00:57:26,919 - mmaction - INFO - Epoch [73][1360/3757] lr: 1.000e-03, eta: 1 day, 5:19:08, time: 0.444, data_time: 0.002, memory: 7141, top1_acc: 0.7367, top5_acc: 0.9047, loss_cls: 1.0540, loss: 1.0540, grad_norm: 6.5373 2021-02-07 00:57:35,749 - mmaction - INFO - Epoch [73][1380/3757] lr: 1.000e-03, eta: 1 day, 5:18:42, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8789, loss_cls: 1.1061, loss: 1.1061, grad_norm: 6.6692 2021-02-07 00:57:44,649 - mmaction - INFO - Epoch [73][1400/3757] lr: 1.000e-03, eta: 1 day, 5:18:15, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.0755, loss: 1.0755, grad_norm: 6.2760 2021-02-07 00:57:53,508 - mmaction - INFO - Epoch [73][1420/3757] lr: 1.000e-03, eta: 1 day, 5:17:48, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8773, loss_cls: 1.2207, loss: 1.2207, grad_norm: 7.0997 2021-02-07 00:58:02,337 - mmaction - INFO - Epoch [73][1440/3757] lr: 1.000e-03, eta: 1 day, 5:17:22, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8914, loss_cls: 1.1238, loss: 1.1238, grad_norm: 6.7796 2021-02-07 00:58:11,209 - mmaction - INFO - Epoch [73][1460/3757] lr: 1.000e-03, eta: 1 day, 5:16:55, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8891, loss_cls: 1.1340, loss: 1.1340, grad_norm: 6.8170 2021-02-07 00:58:20,063 - mmaction - INFO - Epoch [73][1480/3757] lr: 1.000e-03, eta: 1 day, 5:16:29, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1689, loss: 1.1689, grad_norm: 6.8273 2021-02-07 00:58:28,893 - mmaction - INFO - Epoch [73][1500/3757] lr: 1.000e-03, eta: 1 day, 5:16:02, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.1521, loss: 1.1521, grad_norm: 6.7040 2021-02-07 00:58:37,716 - mmaction - INFO - Epoch [73][1520/3757] lr: 1.000e-03, eta: 1 day, 5:15:35, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.1875, loss: 1.1875, grad_norm: 6.9682 2021-02-07 00:58:46,591 - mmaction - INFO - Epoch [73][1540/3757] lr: 1.000e-03, eta: 1 day, 5:15:09, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9047, loss_cls: 1.0468, loss: 1.0468, grad_norm: 6.4236 2021-02-07 00:58:55,454 - mmaction - INFO - Epoch [73][1560/3757] lr: 1.000e-03, eta: 1 day, 5:14:42, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8898, loss_cls: 1.1609, loss: 1.1609, grad_norm: 6.9330 2021-02-07 00:59:04,315 - mmaction - INFO - Epoch [73][1580/3757] lr: 1.000e-03, eta: 1 day, 5:14:16, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9078, loss_cls: 1.0271, loss: 1.0271, grad_norm: 6.6267 2021-02-07 00:59:13,154 - mmaction - INFO - Epoch [73][1600/3757] lr: 1.000e-03, eta: 1 day, 5:13:49, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.1691, loss: 1.1691, grad_norm: 6.7440 2021-02-07 00:59:22,020 - mmaction - INFO - Epoch [73][1620/3757] lr: 1.000e-03, eta: 1 day, 5:13:22, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8992, loss_cls: 1.0879, loss: 1.0879, grad_norm: 6.7190 2021-02-07 00:59:30,916 - mmaction - INFO - Epoch [73][1640/3757] lr: 1.000e-03, eta: 1 day, 5:12:56, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8969, loss_cls: 1.1321, loss: 1.1321, grad_norm: 6.8555 2021-02-07 00:59:39,788 - mmaction - INFO - Epoch [73][1660/3757] lr: 1.000e-03, eta: 1 day, 5:12:29, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8844, loss_cls: 1.1109, loss: 1.1109, grad_norm: 6.5769 2021-02-07 00:59:48,668 - mmaction - INFO - Epoch [73][1680/3757] lr: 1.000e-03, eta: 1 day, 5:12:03, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1691, loss: 1.1691, grad_norm: 6.8811 2021-02-07 00:59:57,527 - mmaction - INFO - Epoch [73][1700/3757] lr: 1.000e-03, eta: 1 day, 5:11:36, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.1896, loss: 1.1896, grad_norm: 7.0538 2021-02-07 01:00:06,397 - mmaction - INFO - Epoch [73][1720/3757] lr: 1.000e-03, eta: 1 day, 5:11:10, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8898, loss_cls: 1.0820, loss: 1.0820, grad_norm: 6.5222 2021-02-07 01:00:15,293 - mmaction - INFO - Epoch [73][1740/3757] lr: 1.000e-03, eta: 1 day, 5:10:43, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 1.0550, loss: 1.0550, grad_norm: 6.5977 2021-02-07 01:00:24,139 - mmaction - INFO - Epoch [73][1760/3757] lr: 1.000e-03, eta: 1 day, 5:10:16, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9016, loss_cls: 1.0358, loss: 1.0358, grad_norm: 6.4478 2021-02-07 01:00:33,033 - mmaction - INFO - Epoch [73][1780/3757] lr: 1.000e-03, eta: 1 day, 5:09:50, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8938, loss_cls: 1.0658, loss: 1.0658, grad_norm: 6.5432 2021-02-07 01:00:41,891 - mmaction - INFO - Epoch [73][1800/3757] lr: 1.000e-03, eta: 1 day, 5:09:23, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8898, loss_cls: 1.1570, loss: 1.1570, grad_norm: 6.9244 2021-02-07 01:00:50,778 - mmaction - INFO - Epoch [73][1820/3757] lr: 1.000e-03, eta: 1 day, 5:08:57, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8695, loss_cls: 1.2501, loss: 1.2501, grad_norm: 7.0599 2021-02-07 01:00:59,696 - mmaction - INFO - Epoch [73][1840/3757] lr: 1.000e-03, eta: 1 day, 5:08:30, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8859, loss_cls: 1.1426, loss: 1.1426, grad_norm: 6.6417 2021-02-07 01:01:08,582 - mmaction - INFO - Epoch [73][1860/3757] lr: 1.000e-03, eta: 1 day, 5:08:04, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1476, loss: 1.1476, grad_norm: 6.7945 2021-02-07 01:01:17,598 - mmaction - INFO - Epoch [73][1880/3757] lr: 1.000e-03, eta: 1 day, 5:07:37, time: 0.451, data_time: 0.002, memory: 7141, top1_acc: 0.7211, top5_acc: 0.9000, loss_cls: 1.1163, loss: 1.1163, grad_norm: 6.8166 2021-02-07 01:01:26,462 - mmaction - INFO - Epoch [73][1900/3757] lr: 1.000e-03, eta: 1 day, 5:07:11, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1320, loss: 1.1320, grad_norm: 6.6979 2021-02-07 01:01:35,278 - mmaction - INFO - Epoch [73][1920/3757] lr: 1.000e-03, eta: 1 day, 5:06:44, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8945, loss_cls: 1.0619, loss: 1.0619, grad_norm: 6.4110 2021-02-07 01:01:44,276 - mmaction - INFO - Epoch [73][1940/3757] lr: 1.000e-03, eta: 1 day, 5:06:18, time: 0.450, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1374, loss: 1.1374, grad_norm: 6.9383 2021-02-07 01:01:56,474 - mmaction - INFO - Epoch [73][1960/3757] lr: 1.000e-03, eta: 1 day, 5:05:53, time: 0.610, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8852, loss_cls: 1.1418, loss: 1.1418, grad_norm: 6.6293 2021-02-07 01:02:05,387 - mmaction - INFO - Epoch [73][1980/3757] lr: 1.000e-03, eta: 1 day, 5:05:27, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8836, loss_cls: 1.1414, loss: 1.1414, grad_norm: 6.5603 2021-02-07 01:02:14,238 - mmaction - INFO - Epoch [73][2000/3757] lr: 1.000e-03, eta: 1 day, 5:05:00, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8859, loss_cls: 1.0958, loss: 1.0958, grad_norm: 6.7160 2021-02-07 01:02:23,134 - mmaction - INFO - Epoch [73][2020/3757] lr: 1.000e-03, eta: 1 day, 5:04:34, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8711, loss_cls: 1.1857, loss: 1.1857, grad_norm: 6.6553 2021-02-07 01:02:31,968 - mmaction - INFO - Epoch [73][2040/3757] lr: 1.000e-03, eta: 1 day, 5:04:07, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1213, loss: 1.1213, grad_norm: 6.8314 2021-02-07 01:02:40,814 - mmaction - INFO - Epoch [73][2060/3757] lr: 1.000e-03, eta: 1 day, 5:03:41, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8812, loss_cls: 1.1607, loss: 1.1607, grad_norm: 6.9262 2021-02-07 01:02:49,652 - mmaction - INFO - Epoch [73][2080/3757] lr: 1.000e-03, eta: 1 day, 5:03:14, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8742, loss_cls: 1.1971, loss: 1.1971, grad_norm: 6.8236 2021-02-07 01:03:06,293 - mmaction - INFO - Epoch [73][2100/3757] lr: 1.000e-03, eta: 1 day, 5:02:52, time: 0.832, data_time: 0.115, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8797, loss_cls: 1.1337, loss: 1.1337, grad_norm: 6.8390 2021-02-07 01:03:15,099 - mmaction - INFO - Epoch [73][2120/3757] lr: 1.000e-03, eta: 1 day, 5:02:25, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8883, loss_cls: 1.0961, loss: 1.0961, grad_norm: 6.5190 2021-02-07 01:03:23,908 - mmaction - INFO - Epoch [73][2140/3757] lr: 1.000e-03, eta: 1 day, 5:01:59, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9047, loss_cls: 1.0101, loss: 1.0101, grad_norm: 6.3822 2021-02-07 01:03:32,788 - mmaction - INFO - Epoch [73][2160/3757] lr: 1.000e-03, eta: 1 day, 5:01:32, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8945, loss_cls: 1.0775, loss: 1.0775, grad_norm: 6.5512 2021-02-07 01:03:41,697 - mmaction - INFO - Epoch [73][2180/3757] lr: 1.000e-03, eta: 1 day, 5:01:06, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1425, loss: 1.1425, grad_norm: 6.7344 2021-02-07 01:03:50,543 - mmaction - INFO - Epoch [73][2200/3757] lr: 1.000e-03, eta: 1 day, 5:00:40, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8922, loss_cls: 1.1245, loss: 1.1245, grad_norm: 6.9291 2021-02-07 01:03:59,445 - mmaction - INFO - Epoch [73][2220/3757] lr: 1.000e-03, eta: 1 day, 5:00:13, time: 0.445, data_time: 0.002, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8891, loss_cls: 1.0998, loss: 1.0998, grad_norm: 6.5873 2021-02-07 01:04:08,323 - mmaction - INFO - Epoch [73][2240/3757] lr: 1.000e-03, eta: 1 day, 4:59:47, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8844, loss_cls: 1.1265, loss: 1.1265, grad_norm: 6.6809 2021-02-07 01:04:17,156 - mmaction - INFO - Epoch [73][2260/3757] lr: 1.000e-03, eta: 1 day, 4:59:20, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8805, loss_cls: 1.1417, loss: 1.1417, grad_norm: 6.7592 2021-02-07 01:04:25,996 - mmaction - INFO - Epoch [73][2280/3757] lr: 1.000e-03, eta: 1 day, 4:58:54, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8898, loss_cls: 1.0847, loss: 1.0847, grad_norm: 6.3870 2021-02-07 01:04:34,784 - mmaction - INFO - Epoch [73][2300/3757] lr: 1.000e-03, eta: 1 day, 4:58:27, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8711, loss_cls: 1.1877, loss: 1.1877, grad_norm: 6.7350 2021-02-07 01:04:43,644 - mmaction - INFO - Epoch [73][2320/3757] lr: 1.000e-03, eta: 1 day, 4:58:01, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8836, loss_cls: 1.1225, loss: 1.1225, grad_norm: 6.7877 2021-02-07 01:04:52,434 - mmaction - INFO - Epoch [73][2340/3757] lr: 1.000e-03, eta: 1 day, 4:57:34, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8922, loss_cls: 1.0827, loss: 1.0827, grad_norm: 6.5133 2021-02-07 01:05:01,310 - mmaction - INFO - Epoch [73][2360/3757] lr: 1.000e-03, eta: 1 day, 4:57:08, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1943, loss: 1.1943, grad_norm: 7.0145 2021-02-07 01:05:10,136 - mmaction - INFO - Epoch [73][2380/3757] lr: 1.000e-03, eta: 1 day, 4:56:41, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8922, loss_cls: 1.0404, loss: 1.0404, grad_norm: 6.4450 2021-02-07 01:05:18,985 - mmaction - INFO - Epoch [73][2400/3757] lr: 1.000e-03, eta: 1 day, 4:56:15, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8914, loss_cls: 1.1297, loss: 1.1297, grad_norm: 6.5095 2021-02-07 01:05:27,825 - mmaction - INFO - Epoch [73][2420/3757] lr: 1.000e-03, eta: 1 day, 4:55:48, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8883, loss_cls: 1.0936, loss: 1.0936, grad_norm: 6.4456 2021-02-07 01:05:36,711 - mmaction - INFO - Epoch [73][2440/3757] lr: 1.000e-03, eta: 1 day, 4:55:22, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.1506, loss: 1.1506, grad_norm: 6.8592 2021-02-07 01:05:45,541 - mmaction - INFO - Epoch [73][2460/3757] lr: 1.000e-03, eta: 1 day, 4:54:56, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8922, loss_cls: 1.0928, loss: 1.0928, grad_norm: 6.5027 2021-02-07 01:05:54,444 - mmaction - INFO - Epoch [73][2480/3757] lr: 1.000e-03, eta: 1 day, 4:54:29, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8734, loss_cls: 1.1918, loss: 1.1918, grad_norm: 6.7139 2021-02-07 01:06:03,322 - mmaction - INFO - Epoch [73][2500/3757] lr: 1.000e-03, eta: 1 day, 4:54:03, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8836, loss_cls: 1.1219, loss: 1.1219, grad_norm: 6.6950 2021-02-07 01:06:12,192 - mmaction - INFO - Epoch [73][2520/3757] lr: 1.000e-03, eta: 1 day, 4:53:36, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1590, loss: 1.1590, grad_norm: 6.7125 2021-02-07 01:06:21,038 - mmaction - INFO - Epoch [73][2540/3757] lr: 1.000e-03, eta: 1 day, 4:53:10, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8844, loss_cls: 1.1984, loss: 1.1984, grad_norm: 6.9525 2021-02-07 01:06:29,870 - mmaction - INFO - Epoch [73][2560/3757] lr: 1.000e-03, eta: 1 day, 4:52:44, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6875, top5_acc: 0.8859, loss_cls: 1.2091, loss: 1.2091, grad_norm: 6.9870 2021-02-07 01:06:38,722 - mmaction - INFO - Epoch [73][2580/3757] lr: 1.000e-03, eta: 1 day, 4:52:17, time: 0.443, data_time: 0.002, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8859, loss_cls: 1.1967, loss: 1.1967, grad_norm: 6.5709 2021-02-07 01:06:47,549 - mmaction - INFO - Epoch [73][2600/3757] lr: 1.000e-03, eta: 1 day, 4:51:51, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8898, loss_cls: 1.0547, loss: 1.0547, grad_norm: 6.2942 2021-02-07 01:06:56,354 - mmaction - INFO - Epoch [73][2620/3757] lr: 1.000e-03, eta: 1 day, 4:51:24, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8773, loss_cls: 1.1428, loss: 1.1428, grad_norm: 6.5551 2021-02-07 01:07:05,141 - mmaction - INFO - Epoch [73][2640/3757] lr: 1.000e-03, eta: 1 day, 4:50:58, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.0449, loss: 1.0449, grad_norm: 6.5632 2021-02-07 01:07:14,026 - mmaction - INFO - Epoch [73][2660/3757] lr: 1.000e-03, eta: 1 day, 4:50:32, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8836, loss_cls: 1.1756, loss: 1.1756, grad_norm: 6.8065 2021-02-07 01:07:22,879 - mmaction - INFO - Epoch [73][2680/3757] lr: 1.000e-03, eta: 1 day, 4:50:05, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8656, loss_cls: 1.2255, loss: 1.2255, grad_norm: 6.9136 2021-02-07 01:07:31,732 - mmaction - INFO - Epoch [73][2700/3757] lr: 1.000e-03, eta: 1 day, 4:49:39, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8922, loss_cls: 1.1208, loss: 1.1208, grad_norm: 6.5953 2021-02-07 01:07:40,589 - mmaction - INFO - Epoch [73][2720/3757] lr: 1.000e-03, eta: 1 day, 4:49:12, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8836, loss_cls: 1.1069, loss: 1.1069, grad_norm: 6.6909 2021-02-07 01:07:49,438 - mmaction - INFO - Epoch [73][2740/3757] lr: 1.000e-03, eta: 1 day, 4:48:46, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.1668, loss: 1.1668, grad_norm: 6.8446 2021-02-07 01:07:58,296 - mmaction - INFO - Epoch [73][2760/3757] lr: 1.000e-03, eta: 1 day, 4:48:20, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1388, loss: 1.1388, grad_norm: 6.8553 2021-02-07 01:08:07,149 - mmaction - INFO - Epoch [73][2780/3757] lr: 1.000e-03, eta: 1 day, 4:47:53, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8945, loss_cls: 1.1016, loss: 1.1016, grad_norm: 6.7190 2021-02-07 01:08:15,987 - mmaction - INFO - Epoch [73][2800/3757] lr: 1.000e-03, eta: 1 day, 4:47:27, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8945, loss_cls: 1.1492, loss: 1.1492, grad_norm: 6.6029 2021-02-07 01:08:24,821 - mmaction - INFO - Epoch [73][2820/3757] lr: 1.000e-03, eta: 1 day, 4:47:01, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1298, loss: 1.1298, grad_norm: 6.7121 2021-02-07 01:08:33,681 - mmaction - INFO - Epoch [73][2840/3757] lr: 1.000e-03, eta: 1 day, 4:46:34, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8898, loss_cls: 1.0519, loss: 1.0519, grad_norm: 6.4552 2021-02-07 01:08:42,538 - mmaction - INFO - Epoch [73][2860/3757] lr: 1.000e-03, eta: 1 day, 4:46:08, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.1250, loss: 1.1250, grad_norm: 6.6432 2021-02-07 01:08:51,374 - mmaction - INFO - Epoch [73][2880/3757] lr: 1.000e-03, eta: 1 day, 4:45:41, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8898, loss_cls: 1.1168, loss: 1.1168, grad_norm: 6.4814 2021-02-07 01:09:00,225 - mmaction - INFO - Epoch [73][2900/3757] lr: 1.000e-03, eta: 1 day, 4:45:15, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.9031, loss_cls: 1.0956, loss: 1.0956, grad_norm: 6.5998 2021-02-07 01:09:09,084 - mmaction - INFO - Epoch [73][2920/3757] lr: 1.000e-03, eta: 1 day, 4:44:49, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.1374, loss: 1.1374, grad_norm: 6.9359 2021-02-07 01:09:17,891 - mmaction - INFO - Epoch [73][2940/3757] lr: 1.000e-03, eta: 1 day, 4:44:22, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8875, loss_cls: 1.1796, loss: 1.1796, grad_norm: 6.9649 2021-02-07 01:09:26,734 - mmaction - INFO - Epoch [73][2960/3757] lr: 1.000e-03, eta: 1 day, 4:43:56, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8930, loss_cls: 1.0736, loss: 1.0736, grad_norm: 6.5088 2021-02-07 01:09:35,569 - mmaction - INFO - Epoch [73][2980/3757] lr: 1.000e-03, eta: 1 day, 4:43:30, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1407, loss: 1.1407, grad_norm: 6.8130 2021-02-07 01:09:44,403 - mmaction - INFO - Epoch [73][3000/3757] lr: 1.000e-03, eta: 1 day, 4:43:03, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2316, loss: 1.2316, grad_norm: 6.9143 2021-02-07 01:09:53,199 - mmaction - INFO - Epoch [73][3020/3757] lr: 1.000e-03, eta: 1 day, 4:42:37, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.1715, loss: 1.1715, grad_norm: 6.7384 2021-02-07 01:10:02,056 - mmaction - INFO - Epoch [73][3040/3757] lr: 1.000e-03, eta: 1 day, 4:42:11, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8891, loss_cls: 1.0658, loss: 1.0658, grad_norm: 6.5851 2021-02-07 01:10:10,885 - mmaction - INFO - Epoch [73][3060/3757] lr: 1.000e-03, eta: 1 day, 4:41:44, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8750, loss_cls: 1.1465, loss: 1.1465, grad_norm: 6.6748 2021-02-07 01:10:19,698 - mmaction - INFO - Epoch [73][3080/3757] lr: 1.000e-03, eta: 1 day, 4:41:18, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8883, loss_cls: 1.1484, loss: 1.1484, grad_norm: 6.7592 2021-02-07 01:10:28,581 - mmaction - INFO - Epoch [73][3100/3757] lr: 1.000e-03, eta: 1 day, 4:40:52, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8922, loss_cls: 1.0520, loss: 1.0520, grad_norm: 6.5095 2021-02-07 01:10:37,429 - mmaction - INFO - Epoch [73][3120/3757] lr: 1.000e-03, eta: 1 day, 4:40:25, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8922, loss_cls: 1.1338, loss: 1.1338, grad_norm: 6.9283 2021-02-07 01:10:46,258 - mmaction - INFO - Epoch [73][3140/3757] lr: 1.000e-03, eta: 1 day, 4:39:59, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6844, top5_acc: 0.8852, loss_cls: 1.2420, loss: 1.2420, grad_norm: 7.1939 2021-02-07 01:10:55,092 - mmaction - INFO - Epoch [73][3160/3757] lr: 1.000e-03, eta: 1 day, 4:39:33, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8914, loss_cls: 1.0865, loss: 1.0865, grad_norm: 6.5515 2021-02-07 01:11:03,961 - mmaction - INFO - Epoch [73][3180/3757] lr: 1.000e-03, eta: 1 day, 4:39:07, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8820, loss_cls: 1.1612, loss: 1.1612, grad_norm: 6.9245 2021-02-07 01:11:12,841 - mmaction - INFO - Epoch [73][3200/3757] lr: 1.000e-03, eta: 1 day, 4:38:40, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8820, loss_cls: 1.1652, loss: 1.1652, grad_norm: 6.7643 2021-02-07 01:11:21,661 - mmaction - INFO - Epoch [73][3220/3757] lr: 1.000e-03, eta: 1 day, 4:38:14, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8930, loss_cls: 1.1726, loss: 1.1726, grad_norm: 6.9894 2021-02-07 01:11:30,541 - mmaction - INFO - Epoch [73][3240/3757] lr: 1.000e-03, eta: 1 day, 4:37:48, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8945, loss_cls: 1.1480, loss: 1.1480, grad_norm: 6.8042 2021-02-07 01:11:39,393 - mmaction - INFO - Epoch [73][3260/3757] lr: 1.000e-03, eta: 1 day, 4:37:21, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8953, loss_cls: 1.1092, loss: 1.1092, grad_norm: 6.4725 2021-02-07 01:11:57,411 - mmaction - INFO - Epoch [73][3280/3757] lr: 1.000e-03, eta: 1 day, 4:37:00, time: 0.901, data_time: 0.184, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8758, loss_cls: 1.1880, loss: 1.1880, grad_norm: 6.7009 2021-02-07 01:12:06,192 - mmaction - INFO - Epoch [73][3300/3757] lr: 1.000e-03, eta: 1 day, 4:36:34, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8664, loss_cls: 1.2346, loss: 1.2346, grad_norm: 6.7640 2021-02-07 01:12:15,028 - mmaction - INFO - Epoch [73][3320/3757] lr: 1.000e-03, eta: 1 day, 4:36:07, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8797, loss_cls: 1.1834, loss: 1.1834, grad_norm: 7.0120 2021-02-07 01:12:23,897 - mmaction - INFO - Epoch [73][3340/3757] lr: 1.000e-03, eta: 1 day, 4:35:41, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8938, loss_cls: 1.1450, loss: 1.1450, grad_norm: 6.8195 2021-02-07 01:12:32,700 - mmaction - INFO - Epoch [73][3360/3757] lr: 1.000e-03, eta: 1 day, 4:35:15, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8805, loss_cls: 1.1568, loss: 1.1568, grad_norm: 6.6961 2021-02-07 01:12:41,556 - mmaction - INFO - Epoch [73][3380/3757] lr: 1.000e-03, eta: 1 day, 4:34:49, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8680, loss_cls: 1.2138, loss: 1.2138, grad_norm: 6.6324 2021-02-07 01:12:50,446 - mmaction - INFO - Epoch [73][3400/3757] lr: 1.000e-03, eta: 1 day, 4:34:22, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8953, loss_cls: 1.1598, loss: 1.1598, grad_norm: 6.7724 2021-02-07 01:12:59,302 - mmaction - INFO - Epoch [73][3420/3757] lr: 1.000e-03, eta: 1 day, 4:33:56, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8820, loss_cls: 1.1396, loss: 1.1396, grad_norm: 6.6876 2021-02-07 01:13:08,156 - mmaction - INFO - Epoch [73][3440/3757] lr: 1.000e-03, eta: 1 day, 4:33:30, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 1.0547, loss: 1.0547, grad_norm: 6.4326 2021-02-07 01:13:17,041 - mmaction - INFO - Epoch [73][3460/3757] lr: 1.000e-03, eta: 1 day, 4:33:04, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.1473, loss: 1.1473, grad_norm: 6.7407 2021-02-07 01:13:25,864 - mmaction - INFO - Epoch [73][3480/3757] lr: 1.000e-03, eta: 1 day, 4:32:37, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8867, loss_cls: 1.0709, loss: 1.0709, grad_norm: 6.4247 2021-02-07 01:13:34,661 - mmaction - INFO - Epoch [73][3500/3757] lr: 1.000e-03, eta: 1 day, 4:32:11, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1120, loss: 1.1120, grad_norm: 6.9012 2021-02-07 01:13:43,506 - mmaction - INFO - Epoch [73][3520/3757] lr: 1.000e-03, eta: 1 day, 4:31:45, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8797, loss_cls: 1.1382, loss: 1.1382, grad_norm: 6.6147 2021-02-07 01:13:52,464 - mmaction - INFO - Epoch [73][3540/3757] lr: 1.000e-03, eta: 1 day, 4:31:19, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8734, loss_cls: 1.2043, loss: 1.2043, grad_norm: 6.8110 2021-02-07 01:14:14,056 - mmaction - INFO - Epoch [73][3560/3757] lr: 1.000e-03, eta: 1 day, 4:30:59, time: 1.080, data_time: 0.637, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8773, loss_cls: 1.1783, loss: 1.1783, grad_norm: 6.7160 2021-02-07 01:14:22,850 - mmaction - INFO - Epoch [73][3580/3757] lr: 1.000e-03, eta: 1 day, 4:30:33, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.1748, loss: 1.1748, grad_norm: 6.7655 2021-02-07 01:14:31,671 - mmaction - INFO - Epoch [73][3600/3757] lr: 1.000e-03, eta: 1 day, 4:30:07, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8812, loss_cls: 1.1235, loss: 1.1235, grad_norm: 6.6831 2021-02-07 01:14:40,497 - mmaction - INFO - Epoch [73][3620/3757] lr: 1.000e-03, eta: 1 day, 4:29:41, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8859, loss_cls: 1.1626, loss: 1.1626, grad_norm: 6.7984 2021-02-07 01:14:49,359 - mmaction - INFO - Epoch [73][3640/3757] lr: 1.000e-03, eta: 1 day, 4:29:14, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0655, loss: 1.0655, grad_norm: 6.4847 2021-02-07 01:14:58,210 - mmaction - INFO - Epoch [73][3660/3757] lr: 1.000e-03, eta: 1 day, 4:28:48, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1744, loss: 1.1744, grad_norm: 6.8716 2021-02-07 01:15:07,082 - mmaction - INFO - Epoch [73][3680/3757] lr: 1.000e-03, eta: 1 day, 4:28:22, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.1849, loss: 1.1849, grad_norm: 6.6263 2021-02-07 01:15:22,290 - mmaction - INFO - Epoch [73][3700/3757] lr: 1.000e-03, eta: 1 day, 4:27:59, time: 0.760, data_time: 0.315, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8734, loss_cls: 1.2378, loss: 1.2378, grad_norm: 6.9945 2021-02-07 01:15:31,118 - mmaction - INFO - Epoch [73][3720/3757] lr: 1.000e-03, eta: 1 day, 4:27:33, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1822, loss: 1.1822, grad_norm: 7.0071 2021-02-07 01:15:39,968 - mmaction - INFO - Epoch [73][3740/3757] lr: 1.000e-03, eta: 1 day, 4:27:07, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8734, loss_cls: 1.2190, loss: 1.2190, grad_norm: 6.8406 2021-02-07 01:15:48,019 - mmaction - INFO - Saving checkpoint at 73 epochs 2021-02-07 01:16:13,236 - mmaction - INFO - Epoch [74][20/3757] lr: 1.000e-03, eta: 1 day, 4:26:23, time: 1.243, data_time: 0.746, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8852, loss_cls: 1.1324, loss: 1.1324, grad_norm: 6.6179 2021-02-07 01:16:22,056 - mmaction - INFO - Epoch [74][40/3757] lr: 1.000e-03, eta: 1 day, 4:25:56, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9008, loss_cls: 1.0580, loss: 1.0580, grad_norm: 6.4955 2021-02-07 01:16:30,834 - mmaction - INFO - Epoch [74][60/3757] lr: 1.000e-03, eta: 1 day, 4:25:30, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8906, loss_cls: 1.1072, loss: 1.1072, grad_norm: 6.3994 2021-02-07 01:16:39,690 - mmaction - INFO - Epoch [74][80/3757] lr: 1.000e-03, eta: 1 day, 4:25:04, time: 0.442, data_time: 0.003, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8844, loss_cls: 1.1466, loss: 1.1466, grad_norm: 6.5633 2021-02-07 01:16:48,495 - mmaction - INFO - Epoch [74][100/3757] lr: 1.000e-03, eta: 1 day, 4:24:38, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8875, loss_cls: 1.1403, loss: 1.1403, grad_norm: 6.6057 2021-02-07 01:16:57,348 - mmaction - INFO - Epoch [74][120/3757] lr: 1.000e-03, eta: 1 day, 4:24:12, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8875, loss_cls: 1.1535, loss: 1.1535, grad_norm: 6.8068 2021-02-07 01:17:06,200 - mmaction - INFO - Epoch [74][140/3757] lr: 1.000e-03, eta: 1 day, 4:23:46, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8867, loss_cls: 1.1941, loss: 1.1941, grad_norm: 6.7461 2021-02-07 01:17:15,073 - mmaction - INFO - Epoch [74][160/3757] lr: 1.000e-03, eta: 1 day, 4:23:19, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8797, loss_cls: 1.1206, loss: 1.1206, grad_norm: 6.6577 2021-02-07 01:17:23,956 - mmaction - INFO - Epoch [74][180/3757] lr: 1.000e-03, eta: 1 day, 4:22:53, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.2009, loss: 1.2009, grad_norm: 6.9062 2021-02-07 01:17:32,753 - mmaction - INFO - Epoch [74][200/3757] lr: 1.000e-03, eta: 1 day, 4:22:27, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8883, loss_cls: 1.0897, loss: 1.0897, grad_norm: 6.5827 2021-02-07 01:17:41,564 - mmaction - INFO - Epoch [74][220/3757] lr: 1.000e-03, eta: 1 day, 4:22:01, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8898, loss_cls: 1.1400, loss: 1.1400, grad_norm: 6.8998 2021-02-07 01:17:50,392 - mmaction - INFO - Epoch [74][240/3757] lr: 1.000e-03, eta: 1 day, 4:21:35, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8945, loss_cls: 1.0892, loss: 1.0892, grad_norm: 6.6336 2021-02-07 01:17:59,248 - mmaction - INFO - Epoch [74][260/3757] lr: 1.000e-03, eta: 1 day, 4:21:09, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1504, loss: 1.1504, grad_norm: 6.7907 2021-02-07 01:18:08,061 - mmaction - INFO - Epoch [74][280/3757] lr: 1.000e-03, eta: 1 day, 4:20:42, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8820, loss_cls: 1.0885, loss: 1.0885, grad_norm: 6.5020 2021-02-07 01:18:16,895 - mmaction - INFO - Epoch [74][300/3757] lr: 1.000e-03, eta: 1 day, 4:20:16, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8789, loss_cls: 1.1432, loss: 1.1432, grad_norm: 6.8711 2021-02-07 01:18:25,784 - mmaction - INFO - Epoch [74][320/3757] lr: 1.000e-03, eta: 1 day, 4:19:50, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8797, loss_cls: 1.1646, loss: 1.1646, grad_norm: 6.6051 2021-02-07 01:18:34,611 - mmaction - INFO - Epoch [74][340/3757] lr: 1.000e-03, eta: 1 day, 4:19:24, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8938, loss_cls: 1.1096, loss: 1.1096, grad_norm: 6.8112 2021-02-07 01:18:43,467 - mmaction - INFO - Epoch [74][360/3757] lr: 1.000e-03, eta: 1 day, 4:18:58, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.1065, loss: 1.1065, grad_norm: 6.6677 2021-02-07 01:18:52,333 - mmaction - INFO - Epoch [74][380/3757] lr: 1.000e-03, eta: 1 day, 4:18:32, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.1586, loss: 1.1586, grad_norm: 6.8162 2021-02-07 01:19:01,188 - mmaction - INFO - Epoch [74][400/3757] lr: 1.000e-03, eta: 1 day, 4:18:06, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.0866, loss: 1.0866, grad_norm: 6.4882 2021-02-07 01:19:10,034 - mmaction - INFO - Epoch [74][420/3757] lr: 1.000e-03, eta: 1 day, 4:17:39, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8781, loss_cls: 1.0975, loss: 1.0975, grad_norm: 6.4004 2021-02-07 01:19:18,847 - mmaction - INFO - Epoch [74][440/3757] lr: 1.000e-03, eta: 1 day, 4:17:13, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9008, loss_cls: 1.0443, loss: 1.0443, grad_norm: 6.3924 2021-02-07 01:19:27,679 - mmaction - INFO - Epoch [74][460/3757] lr: 1.000e-03, eta: 1 day, 4:16:47, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8852, loss_cls: 1.1137, loss: 1.1137, grad_norm: 6.5575 2021-02-07 01:19:36,535 - mmaction - INFO - Epoch [74][480/3757] lr: 1.000e-03, eta: 1 day, 4:16:21, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.9086, loss_cls: 1.0112, loss: 1.0112, grad_norm: 6.4465 2021-02-07 01:19:45,394 - mmaction - INFO - Epoch [74][500/3757] lr: 1.000e-03, eta: 1 day, 4:15:55, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1531, loss: 1.1531, grad_norm: 6.9233 2021-02-07 01:19:54,240 - mmaction - INFO - Epoch [74][520/3757] lr: 1.000e-03, eta: 1 day, 4:15:29, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8859, loss_cls: 1.0902, loss: 1.0902, grad_norm: 6.6122 2021-02-07 01:20:03,087 - mmaction - INFO - Epoch [74][540/3757] lr: 1.000e-03, eta: 1 day, 4:15:03, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8867, loss_cls: 1.1186, loss: 1.1186, grad_norm: 6.7526 2021-02-07 01:20:11,904 - mmaction - INFO - Epoch [74][560/3757] lr: 1.000e-03, eta: 1 day, 4:14:37, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8938, loss_cls: 1.0978, loss: 1.0978, grad_norm: 6.5643 2021-02-07 01:20:20,758 - mmaction - INFO - Epoch [74][580/3757] lr: 1.000e-03, eta: 1 day, 4:14:11, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2128, loss: 1.2128, grad_norm: 6.8481 2021-02-07 01:20:29,577 - mmaction - INFO - Epoch [74][600/3757] lr: 1.000e-03, eta: 1 day, 4:13:44, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8898, loss_cls: 1.1514, loss: 1.1514, grad_norm: 6.7734 2021-02-07 01:20:38,391 - mmaction - INFO - Epoch [74][620/3757] lr: 1.000e-03, eta: 1 day, 4:13:18, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8859, loss_cls: 1.1586, loss: 1.1586, grad_norm: 6.6880 2021-02-07 01:20:47,300 - mmaction - INFO - Epoch [74][640/3757] lr: 1.000e-03, eta: 1 day, 4:12:52, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.9047, loss_cls: 1.0961, loss: 1.0961, grad_norm: 6.7040 2021-02-07 01:20:56,121 - mmaction - INFO - Epoch [74][660/3757] lr: 1.000e-03, eta: 1 day, 4:12:26, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8961, loss_cls: 1.1036, loss: 1.1036, grad_norm: 6.7310 2021-02-07 01:21:04,984 - mmaction - INFO - Epoch [74][680/3757] lr: 1.000e-03, eta: 1 day, 4:12:00, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.0888, loss: 1.0888, grad_norm: 6.5161 2021-02-07 01:21:13,826 - mmaction - INFO - Epoch [74][700/3757] lr: 1.000e-03, eta: 1 day, 4:11:34, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8992, loss_cls: 1.0621, loss: 1.0621, grad_norm: 6.6480 2021-02-07 01:21:22,648 - mmaction - INFO - Epoch [74][720/3757] lr: 1.000e-03, eta: 1 day, 4:11:08, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8875, loss_cls: 1.1412, loss: 1.1412, grad_norm: 6.7790 2021-02-07 01:21:31,473 - mmaction - INFO - Epoch [74][740/3757] lr: 1.000e-03, eta: 1 day, 4:10:42, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8969, loss_cls: 1.0963, loss: 1.0963, grad_norm: 6.7166 2021-02-07 01:21:40,359 - mmaction - INFO - Epoch [74][760/3757] lr: 1.000e-03, eta: 1 day, 4:10:16, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8750, loss_cls: 1.1295, loss: 1.1295, grad_norm: 6.5169 2021-02-07 01:21:49,188 - mmaction - INFO - Epoch [74][780/3757] lr: 1.000e-03, eta: 1 day, 4:09:50, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8977, loss_cls: 1.0622, loss: 1.0622, grad_norm: 6.5292 2021-02-07 01:21:58,083 - mmaction - INFO - Epoch [74][800/3757] lr: 1.000e-03, eta: 1 day, 4:09:24, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8977, loss_cls: 1.1042, loss: 1.1042, grad_norm: 6.7209 2021-02-07 01:22:06,949 - mmaction - INFO - Epoch [74][820/3757] lr: 1.000e-03, eta: 1 day, 4:08:58, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8867, loss_cls: 1.1965, loss: 1.1965, grad_norm: 6.7795 2021-02-07 01:22:15,789 - mmaction - INFO - Epoch [74][840/3757] lr: 1.000e-03, eta: 1 day, 4:08:32, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9047, loss_cls: 1.0359, loss: 1.0359, grad_norm: 6.5831 2021-02-07 01:22:24,614 - mmaction - INFO - Epoch [74][860/3757] lr: 1.000e-03, eta: 1 day, 4:08:06, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8859, loss_cls: 1.1424, loss: 1.1424, grad_norm: 6.7913 2021-02-07 01:22:33,487 - mmaction - INFO - Epoch [74][880/3757] lr: 1.000e-03, eta: 1 day, 4:07:40, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8984, loss_cls: 1.0727, loss: 1.0727, grad_norm: 6.4443 2021-02-07 01:22:42,325 - mmaction - INFO - Epoch [74][900/3757] lr: 1.000e-03, eta: 1 day, 4:07:14, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8875, loss_cls: 1.1052, loss: 1.1052, grad_norm: 6.6421 2021-02-07 01:22:51,258 - mmaction - INFO - Epoch [74][920/3757] lr: 1.000e-03, eta: 1 day, 4:06:48, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8922, loss_cls: 1.1465, loss: 1.1465, grad_norm: 6.7289 2021-02-07 01:23:00,135 - mmaction - INFO - Epoch [74][940/3757] lr: 1.000e-03, eta: 1 day, 4:06:22, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8922, loss_cls: 1.0686, loss: 1.0686, grad_norm: 6.5573 2021-02-07 01:23:08,971 - mmaction - INFO - Epoch [74][960/3757] lr: 1.000e-03, eta: 1 day, 4:05:56, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8945, loss_cls: 1.1408, loss: 1.1408, grad_norm: 6.9100 2021-02-07 01:23:17,838 - mmaction - INFO - Epoch [74][980/3757] lr: 1.000e-03, eta: 1 day, 4:05:30, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8828, loss_cls: 1.1072, loss: 1.1072, grad_norm: 6.6555 2021-02-07 01:23:26,660 - mmaction - INFO - Epoch [74][1000/3757] lr: 1.000e-03, eta: 1 day, 4:05:03, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8820, loss_cls: 1.1738, loss: 1.1738, grad_norm: 6.7806 2021-02-07 01:23:35,488 - mmaction - INFO - Epoch [74][1020/3757] lr: 1.000e-03, eta: 1 day, 4:04:37, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8828, loss_cls: 1.1161, loss: 1.1161, grad_norm: 6.8015 2021-02-07 01:23:44,346 - mmaction - INFO - Epoch [74][1040/3757] lr: 1.000e-03, eta: 1 day, 4:04:11, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8766, loss_cls: 1.1598, loss: 1.1598, grad_norm: 6.7333 2021-02-07 01:23:53,254 - mmaction - INFO - Epoch [74][1060/3757] lr: 1.000e-03, eta: 1 day, 4:03:45, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8953, loss_cls: 1.0936, loss: 1.0936, grad_norm: 6.5692 2021-02-07 01:24:02,103 - mmaction - INFO - Epoch [74][1080/3757] lr: 1.000e-03, eta: 1 day, 4:03:19, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1057, loss: 1.1057, grad_norm: 6.5659 2021-02-07 01:24:10,959 - mmaction - INFO - Epoch [74][1100/3757] lr: 1.000e-03, eta: 1 day, 4:02:53, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8891, loss_cls: 1.0761, loss: 1.0761, grad_norm: 6.6178 2021-02-07 01:24:19,795 - mmaction - INFO - Epoch [74][1120/3757] lr: 1.000e-03, eta: 1 day, 4:02:27, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8969, loss_cls: 1.0965, loss: 1.0965, grad_norm: 6.9111 2021-02-07 01:24:28,681 - mmaction - INFO - Epoch [74][1140/3757] lr: 1.000e-03, eta: 1 day, 4:02:01, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8930, loss_cls: 1.1687, loss: 1.1687, grad_norm: 7.0204 2021-02-07 01:24:37,550 - mmaction - INFO - Epoch [74][1160/3757] lr: 1.000e-03, eta: 1 day, 4:01:36, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1393, loss: 1.1393, grad_norm: 6.8503 2021-02-07 01:24:46,420 - mmaction - INFO - Epoch [74][1180/3757] lr: 1.000e-03, eta: 1 day, 4:01:10, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8789, loss_cls: 1.1588, loss: 1.1588, grad_norm: 6.8013 2021-02-07 01:24:55,259 - mmaction - INFO - Epoch [74][1200/3757] lr: 1.000e-03, eta: 1 day, 4:00:44, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.1068, loss: 1.1068, grad_norm: 7.0153 2021-02-07 01:25:04,177 - mmaction - INFO - Epoch [74][1220/3757] lr: 1.000e-03, eta: 1 day, 4:00:18, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8906, loss_cls: 1.1008, loss: 1.1008, grad_norm: 6.5360 2021-02-07 01:25:13,087 - mmaction - INFO - Epoch [74][1240/3757] lr: 1.000e-03, eta: 1 day, 3:59:52, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8734, loss_cls: 1.1591, loss: 1.1591, grad_norm: 6.6343 2021-02-07 01:25:21,906 - mmaction - INFO - Epoch [74][1260/3757] lr: 1.000e-03, eta: 1 day, 3:59:26, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8945, loss_cls: 1.0680, loss: 1.0680, grad_norm: 6.3544 2021-02-07 01:25:30,818 - mmaction - INFO - Epoch [74][1280/3757] lr: 1.000e-03, eta: 1 day, 3:59:00, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.0900, loss: 1.0900, grad_norm: 6.5885 2021-02-07 01:25:39,693 - mmaction - INFO - Epoch [74][1300/3757] lr: 1.000e-03, eta: 1 day, 3:58:34, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8867, loss_cls: 1.1559, loss: 1.1559, grad_norm: 6.7852 2021-02-07 01:25:48,573 - mmaction - INFO - Epoch [74][1320/3757] lr: 1.000e-03, eta: 1 day, 3:58:08, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8883, loss_cls: 1.1301, loss: 1.1301, grad_norm: 6.9035 2021-02-07 01:25:57,401 - mmaction - INFO - Epoch [74][1340/3757] lr: 1.000e-03, eta: 1 day, 3:57:42, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8820, loss_cls: 1.1377, loss: 1.1377, grad_norm: 6.6870 2021-02-07 01:26:06,260 - mmaction - INFO - Epoch [74][1360/3757] lr: 1.000e-03, eta: 1 day, 3:57:16, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6969, top5_acc: 0.8961, loss_cls: 1.1479, loss: 1.1479, grad_norm: 6.8553 2021-02-07 01:26:15,222 - mmaction - INFO - Epoch [74][1380/3757] lr: 1.000e-03, eta: 1 day, 3:56:50, time: 0.448, data_time: 0.003, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8961, loss_cls: 1.1016, loss: 1.1016, grad_norm: 6.8934 2021-02-07 01:26:24,044 - mmaction - INFO - Epoch [74][1400/3757] lr: 1.000e-03, eta: 1 day, 3:56:24, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8766, loss_cls: 1.2132, loss: 1.2132, grad_norm: 6.8612 2021-02-07 01:26:32,859 - mmaction - INFO - Epoch [74][1420/3757] lr: 1.000e-03, eta: 1 day, 3:55:58, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1851, loss: 1.1851, grad_norm: 6.8564 2021-02-07 01:26:41,707 - mmaction - INFO - Epoch [74][1440/3757] lr: 1.000e-03, eta: 1 day, 3:55:32, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9055, loss_cls: 1.0307, loss: 1.0307, grad_norm: 6.4266 2021-02-07 01:26:50,785 - mmaction - INFO - Epoch [74][1460/3757] lr: 1.000e-03, eta: 1 day, 3:55:06, time: 0.454, data_time: 0.011, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8805, loss_cls: 1.1586, loss: 1.1586, grad_norm: 6.5810 2021-02-07 01:26:59,617 - mmaction - INFO - Epoch [74][1480/3757] lr: 1.000e-03, eta: 1 day, 3:54:40, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8953, loss_cls: 1.1066, loss: 1.1066, grad_norm: 6.6290 2021-02-07 01:27:08,431 - mmaction - INFO - Epoch [74][1500/3757] lr: 1.000e-03, eta: 1 day, 3:54:14, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9000, loss_cls: 1.0504, loss: 1.0504, grad_norm: 6.4027 2021-02-07 01:27:17,285 - mmaction - INFO - Epoch [74][1520/3757] lr: 1.000e-03, eta: 1 day, 3:53:49, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9117, loss_cls: 0.9990, loss: 0.9990, grad_norm: 6.5965 2021-02-07 01:27:26,142 - mmaction - INFO - Epoch [74][1540/3757] lr: 1.000e-03, eta: 1 day, 3:53:23, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1001, loss: 1.1001, grad_norm: 6.6413 2021-02-07 01:27:35,002 - mmaction - INFO - Epoch [74][1560/3757] lr: 1.000e-03, eta: 1 day, 3:52:57, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8945, loss_cls: 1.1251, loss: 1.1251, grad_norm: 6.7069 2021-02-07 01:27:43,862 - mmaction - INFO - Epoch [74][1580/3757] lr: 1.000e-03, eta: 1 day, 3:52:31, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8773, loss_cls: 1.1830, loss: 1.1830, grad_norm: 6.8680 2021-02-07 01:27:52,753 - mmaction - INFO - Epoch [74][1600/3757] lr: 1.000e-03, eta: 1 day, 3:52:05, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1357, loss: 1.1357, grad_norm: 6.5201 2021-02-07 01:28:01,591 - mmaction - INFO - Epoch [74][1620/3757] lr: 1.000e-03, eta: 1 day, 3:51:39, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.9047, loss_cls: 1.1060, loss: 1.1060, grad_norm: 6.6169 2021-02-07 01:28:10,494 - mmaction - INFO - Epoch [74][1640/3757] lr: 1.000e-03, eta: 1 day, 3:51:13, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8906, loss_cls: 1.1513, loss: 1.1513, grad_norm: 6.8496 2021-02-07 01:28:19,360 - mmaction - INFO - Epoch [74][1660/3757] lr: 1.000e-03, eta: 1 day, 3:50:47, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1068, loss: 1.1068, grad_norm: 6.6840 2021-02-07 01:28:28,202 - mmaction - INFO - Epoch [74][1680/3757] lr: 1.000e-03, eta: 1 day, 3:50:21, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8984, loss_cls: 1.0600, loss: 1.0600, grad_norm: 6.4613 2021-02-07 01:28:37,097 - mmaction - INFO - Epoch [74][1700/3757] lr: 1.000e-03, eta: 1 day, 3:49:55, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8727, loss_cls: 1.2124, loss: 1.2124, grad_norm: 6.8035 2021-02-07 01:28:45,919 - mmaction - INFO - Epoch [74][1720/3757] lr: 1.000e-03, eta: 1 day, 3:49:30, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0825, loss: 1.0825, grad_norm: 6.4913 2021-02-07 01:28:54,773 - mmaction - INFO - Epoch [74][1740/3757] lr: 1.000e-03, eta: 1 day, 3:49:04, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8828, loss_cls: 1.1811, loss: 1.1811, grad_norm: 6.8747 2021-02-07 01:29:03,649 - mmaction - INFO - Epoch [74][1760/3757] lr: 1.000e-03, eta: 1 day, 3:48:38, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8836, loss_cls: 1.1809, loss: 1.1809, grad_norm: 7.0001 2021-02-07 01:29:12,519 - mmaction - INFO - Epoch [74][1780/3757] lr: 1.000e-03, eta: 1 day, 3:48:12, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.9055, loss_cls: 1.1012, loss: 1.1012, grad_norm: 6.8804 2021-02-07 01:29:21,375 - mmaction - INFO - Epoch [74][1800/3757] lr: 1.000e-03, eta: 1 day, 3:47:46, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8930, loss_cls: 1.0760, loss: 1.0760, grad_norm: 6.6017 2021-02-07 01:29:30,191 - mmaction - INFO - Epoch [74][1820/3757] lr: 1.000e-03, eta: 1 day, 3:47:20, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1283, loss: 1.1283, grad_norm: 6.7358 2021-02-07 01:29:39,061 - mmaction - INFO - Epoch [74][1840/3757] lr: 1.000e-03, eta: 1 day, 3:46:54, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8812, loss_cls: 1.1309, loss: 1.1309, grad_norm: 6.7157 2021-02-07 01:29:47,890 - mmaction - INFO - Epoch [74][1860/3757] lr: 1.000e-03, eta: 1 day, 3:46:28, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8914, loss_cls: 1.0750, loss: 1.0750, grad_norm: 6.4769 2021-02-07 01:29:56,772 - mmaction - INFO - Epoch [74][1880/3757] lr: 1.000e-03, eta: 1 day, 3:46:03, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8922, loss_cls: 1.1206, loss: 1.1206, grad_norm: 6.6616 2021-02-07 01:30:05,598 - mmaction - INFO - Epoch [74][1900/3757] lr: 1.000e-03, eta: 1 day, 3:45:37, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1247, loss: 1.1247, grad_norm: 6.8285 2021-02-07 01:30:14,443 - mmaction - INFO - Epoch [74][1920/3757] lr: 1.000e-03, eta: 1 day, 3:45:11, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8938, loss_cls: 1.1293, loss: 1.1293, grad_norm: 6.6190 2021-02-07 01:30:23,270 - mmaction - INFO - Epoch [74][1940/3757] lr: 1.000e-03, eta: 1 day, 3:44:45, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8875, loss_cls: 1.1377, loss: 1.1377, grad_norm: 6.5579 2021-02-07 01:30:32,129 - mmaction - INFO - Epoch [74][1960/3757] lr: 1.000e-03, eta: 1 day, 3:44:19, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8852, loss_cls: 1.1380, loss: 1.1380, grad_norm: 6.6725 2021-02-07 01:30:40,958 - mmaction - INFO - Epoch [74][1980/3757] lr: 1.000e-03, eta: 1 day, 3:43:53, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8820, loss_cls: 1.2107, loss: 1.2107, grad_norm: 7.1095 2021-02-07 01:30:49,799 - mmaction - INFO - Epoch [74][2000/3757] lr: 1.000e-03, eta: 1 day, 3:43:27, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9047, loss_cls: 1.0454, loss: 1.0454, grad_norm: 6.5300 2021-02-07 01:30:58,630 - mmaction - INFO - Epoch [74][2020/3757] lr: 1.000e-03, eta: 1 day, 3:43:02, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8883, loss_cls: 1.1025, loss: 1.1025, grad_norm: 6.8180 2021-02-07 01:31:07,450 - mmaction - INFO - Epoch [74][2040/3757] lr: 1.000e-03, eta: 1 day, 3:42:36, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8766, loss_cls: 1.1990, loss: 1.1990, grad_norm: 7.0688 2021-02-07 01:31:16,336 - mmaction - INFO - Epoch [74][2060/3757] lr: 1.000e-03, eta: 1 day, 3:42:10, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8922, loss_cls: 1.1373, loss: 1.1373, grad_norm: 6.8144 2021-02-07 01:31:25,171 - mmaction - INFO - Epoch [74][2080/3757] lr: 1.000e-03, eta: 1 day, 3:41:44, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8938, loss_cls: 1.1387, loss: 1.1387, grad_norm: 6.9034 2021-02-07 01:31:33,971 - mmaction - INFO - Epoch [74][2100/3757] lr: 1.000e-03, eta: 1 day, 3:41:18, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8945, loss_cls: 1.0457, loss: 1.0457, grad_norm: 6.3481 2021-02-07 01:31:42,858 - mmaction - INFO - Epoch [74][2120/3757] lr: 1.000e-03, eta: 1 day, 3:40:52, time: 0.445, data_time: 0.002, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8922, loss_cls: 1.1524, loss: 1.1524, grad_norm: 6.9312 2021-02-07 01:31:51,694 - mmaction - INFO - Epoch [74][2140/3757] lr: 1.000e-03, eta: 1 day, 3:40:27, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8844, loss_cls: 1.1637, loss: 1.1637, grad_norm: 6.8627 2021-02-07 01:32:00,524 - mmaction - INFO - Epoch [74][2160/3757] lr: 1.000e-03, eta: 1 day, 3:40:01, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8961, loss_cls: 1.1254, loss: 1.1254, grad_norm: 7.0508 2021-02-07 01:32:09,333 - mmaction - INFO - Epoch [74][2180/3757] lr: 1.000e-03, eta: 1 day, 3:39:35, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8836, loss_cls: 1.1741, loss: 1.1741, grad_norm: 6.7072 2021-02-07 01:32:18,150 - mmaction - INFO - Epoch [74][2200/3757] lr: 1.000e-03, eta: 1 day, 3:39:09, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.1717, loss: 1.1717, grad_norm: 6.8996 2021-02-07 01:32:26,958 - mmaction - INFO - Epoch [74][2220/3757] lr: 1.000e-03, eta: 1 day, 3:38:43, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8969, loss_cls: 1.1048, loss: 1.1048, grad_norm: 6.8555 2021-02-07 01:32:35,810 - mmaction - INFO - Epoch [74][2240/3757] lr: 1.000e-03, eta: 1 day, 3:38:18, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.1847, loss: 1.1847, grad_norm: 6.7041 2021-02-07 01:32:44,727 - mmaction - INFO - Epoch [74][2260/3757] lr: 1.000e-03, eta: 1 day, 3:37:52, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8914, loss_cls: 1.0698, loss: 1.0698, grad_norm: 6.7791 2021-02-07 01:32:53,539 - mmaction - INFO - Epoch [74][2280/3757] lr: 1.000e-03, eta: 1 day, 3:37:26, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8945, loss_cls: 1.1339, loss: 1.1339, grad_norm: 6.6465 2021-02-07 01:33:02,401 - mmaction - INFO - Epoch [74][2300/3757] lr: 1.000e-03, eta: 1 day, 3:37:00, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8656, loss_cls: 1.2363, loss: 1.2363, grad_norm: 7.1873 2021-02-07 01:33:11,258 - mmaction - INFO - Epoch [74][2320/3757] lr: 1.000e-03, eta: 1 day, 3:36:34, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8938, loss_cls: 1.1198, loss: 1.1198, grad_norm: 6.6634 2021-02-07 01:33:20,077 - mmaction - INFO - Epoch [74][2340/3757] lr: 1.000e-03, eta: 1 day, 3:36:09, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8914, loss_cls: 1.0601, loss: 1.0601, grad_norm: 6.4210 2021-02-07 01:33:28,930 - mmaction - INFO - Epoch [74][2360/3757] lr: 1.000e-03, eta: 1 day, 3:35:43, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8820, loss_cls: 1.0701, loss: 1.0701, grad_norm: 6.5649 2021-02-07 01:33:37,707 - mmaction - INFO - Epoch [74][2380/3757] lr: 1.000e-03, eta: 1 day, 3:35:17, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8844, loss_cls: 1.0911, loss: 1.0911, grad_norm: 6.5093 2021-02-07 01:33:46,535 - mmaction - INFO - Epoch [74][2400/3757] lr: 1.000e-03, eta: 1 day, 3:34:51, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8945, loss_cls: 1.0426, loss: 1.0426, grad_norm: 6.5420 2021-02-07 01:33:55,394 - mmaction - INFO - Epoch [74][2420/3757] lr: 1.000e-03, eta: 1 day, 3:34:25, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8961, loss_cls: 1.1077, loss: 1.1077, grad_norm: 6.7267 2021-02-07 01:34:04,216 - mmaction - INFO - Epoch [74][2440/3757] lr: 1.000e-03, eta: 1 day, 3:34:00, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8828, loss_cls: 1.1356, loss: 1.1356, grad_norm: 6.7208 2021-02-07 01:34:13,070 - mmaction - INFO - Epoch [74][2460/3757] lr: 1.000e-03, eta: 1 day, 3:33:34, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2262, loss: 1.2262, grad_norm: 6.9231 2021-02-07 01:34:21,910 - mmaction - INFO - Epoch [74][2480/3757] lr: 1.000e-03, eta: 1 day, 3:33:08, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8820, loss_cls: 1.1436, loss: 1.1436, grad_norm: 6.8497 2021-02-07 01:34:30,757 - mmaction - INFO - Epoch [74][2500/3757] lr: 1.000e-03, eta: 1 day, 3:32:42, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8938, loss_cls: 1.1219, loss: 1.1219, grad_norm: 6.5752 2021-02-07 01:34:39,585 - mmaction - INFO - Epoch [74][2520/3757] lr: 1.000e-03, eta: 1 day, 3:32:17, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8734, loss_cls: 1.1750, loss: 1.1750, grad_norm: 6.8140 2021-02-07 01:34:48,428 - mmaction - INFO - Epoch [74][2540/3757] lr: 1.000e-03, eta: 1 day, 3:31:51, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8906, loss_cls: 1.0991, loss: 1.0991, grad_norm: 6.4797 2021-02-07 01:34:57,242 - mmaction - INFO - Epoch [74][2560/3757] lr: 1.000e-03, eta: 1 day, 3:31:25, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9102, loss_cls: 1.0247, loss: 1.0247, grad_norm: 6.6331 2021-02-07 01:35:06,121 - mmaction - INFO - Epoch [74][2580/3757] lr: 1.000e-03, eta: 1 day, 3:30:59, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8797, loss_cls: 1.2024, loss: 1.2024, grad_norm: 6.8427 2021-02-07 01:35:14,960 - mmaction - INFO - Epoch [74][2600/3757] lr: 1.000e-03, eta: 1 day, 3:30:34, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9070, loss_cls: 1.0475, loss: 1.0475, grad_norm: 6.7034 2021-02-07 01:35:23,790 - mmaction - INFO - Epoch [74][2620/3757] lr: 1.000e-03, eta: 1 day, 3:30:08, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8875, loss_cls: 1.1343, loss: 1.1343, grad_norm: 6.8468 2021-02-07 01:35:32,675 - mmaction - INFO - Epoch [74][2640/3757] lr: 1.000e-03, eta: 1 day, 3:29:42, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8992, loss_cls: 1.0616, loss: 1.0616, grad_norm: 6.5510 2021-02-07 01:35:41,490 - mmaction - INFO - Epoch [74][2660/3757] lr: 1.000e-03, eta: 1 day, 3:29:16, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.1321, loss: 1.1321, grad_norm: 6.7989 2021-02-07 01:35:50,310 - mmaction - INFO - Epoch [74][2680/3757] lr: 1.000e-03, eta: 1 day, 3:28:51, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.0949, loss: 1.0949, grad_norm: 6.7066 2021-02-07 01:35:59,143 - mmaction - INFO - Epoch [74][2700/3757] lr: 1.000e-03, eta: 1 day, 3:28:25, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6945, top5_acc: 0.8758, loss_cls: 1.2154, loss: 1.2154, grad_norm: 7.0423 2021-02-07 01:36:08,014 - mmaction - INFO - Epoch [74][2720/3757] lr: 1.000e-03, eta: 1 day, 3:27:59, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8828, loss_cls: 1.1615, loss: 1.1615, grad_norm: 6.6743 2021-02-07 01:36:16,795 - mmaction - INFO - Epoch [74][2740/3757] lr: 1.000e-03, eta: 1 day, 3:27:34, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8852, loss_cls: 1.1762, loss: 1.1762, grad_norm: 6.7882 2021-02-07 01:36:25,700 - mmaction - INFO - Epoch [74][2760/3757] lr: 1.000e-03, eta: 1 day, 3:27:08, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8945, loss_cls: 1.1624, loss: 1.1624, grad_norm: 6.8903 2021-02-07 01:36:34,560 - mmaction - INFO - Epoch [74][2780/3757] lr: 1.000e-03, eta: 1 day, 3:26:42, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8867, loss_cls: 1.1059, loss: 1.1059, grad_norm: 6.6096 2021-02-07 01:36:43,418 - mmaction - INFO - Epoch [74][2800/3757] lr: 1.000e-03, eta: 1 day, 3:26:16, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.0969, loss: 1.0969, grad_norm: 6.8626 2021-02-07 01:36:52,266 - mmaction - INFO - Epoch [74][2820/3757] lr: 1.000e-03, eta: 1 day, 3:25:51, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8922, loss_cls: 1.1209, loss: 1.1209, grad_norm: 6.8340 2021-02-07 01:37:01,074 - mmaction - INFO - Epoch [74][2840/3757] lr: 1.000e-03, eta: 1 day, 3:25:25, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8867, loss_cls: 1.1380, loss: 1.1380, grad_norm: 6.7192 2021-02-07 01:37:09,956 - mmaction - INFO - Epoch [74][2860/3757] lr: 1.000e-03, eta: 1 day, 3:24:59, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8766, loss_cls: 1.1608, loss: 1.1608, grad_norm: 6.6895 2021-02-07 01:37:18,806 - mmaction - INFO - Epoch [74][2880/3757] lr: 1.000e-03, eta: 1 day, 3:24:34, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8742, loss_cls: 1.1526, loss: 1.1526, grad_norm: 6.7492 2021-02-07 01:37:27,625 - mmaction - INFO - Epoch [74][2900/3757] lr: 1.000e-03, eta: 1 day, 3:24:08, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8828, loss_cls: 1.1299, loss: 1.1299, grad_norm: 6.6738 2021-02-07 01:37:36,465 - mmaction - INFO - Epoch [74][2920/3757] lr: 1.000e-03, eta: 1 day, 3:23:42, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8906, loss_cls: 1.1452, loss: 1.1452, grad_norm: 6.8436 2021-02-07 01:37:45,429 - mmaction - INFO - Epoch [74][2940/3757] lr: 1.000e-03, eta: 1 day, 3:23:17, time: 0.448, data_time: 0.004, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1605, loss: 1.1605, grad_norm: 7.0143 2021-02-07 01:37:54,276 - mmaction - INFO - Epoch [74][2960/3757] lr: 1.000e-03, eta: 1 day, 3:22:51, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.9016, loss_cls: 1.0966, loss: 1.0966, grad_norm: 6.6066 2021-02-07 01:38:03,061 - mmaction - INFO - Epoch [74][2980/3757] lr: 1.000e-03, eta: 1 day, 3:22:25, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8781, loss_cls: 1.1356, loss: 1.1356, grad_norm: 6.6703 2021-02-07 01:38:11,924 - mmaction - INFO - Epoch [74][3000/3757] lr: 1.000e-03, eta: 1 day, 3:22:00, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1215, loss: 1.1215, grad_norm: 6.7615 2021-02-07 01:38:20,796 - mmaction - INFO - Epoch [74][3020/3757] lr: 1.000e-03, eta: 1 day, 3:21:34, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1241, loss: 1.1241, grad_norm: 6.9262 2021-02-07 01:38:29,666 - mmaction - INFO - Epoch [74][3040/3757] lr: 1.000e-03, eta: 1 day, 3:21:08, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.1049, loss: 1.1049, grad_norm: 6.8175 2021-02-07 01:38:38,517 - mmaction - INFO - Epoch [74][3060/3757] lr: 1.000e-03, eta: 1 day, 3:20:43, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8859, loss_cls: 1.1412, loss: 1.1412, grad_norm: 6.9060 2021-02-07 01:38:47,371 - mmaction - INFO - Epoch [74][3080/3757] lr: 1.000e-03, eta: 1 day, 3:20:17, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8992, loss_cls: 1.0973, loss: 1.0973, grad_norm: 6.6958 2021-02-07 01:38:56,259 - mmaction - INFO - Epoch [74][3100/3757] lr: 1.000e-03, eta: 1 day, 3:19:51, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8945, loss_cls: 1.0349, loss: 1.0349, grad_norm: 6.5655 2021-02-07 01:39:05,080 - mmaction - INFO - Epoch [74][3120/3757] lr: 1.000e-03, eta: 1 day, 3:19:26, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.0994, loss: 1.0994, grad_norm: 6.7389 2021-02-07 01:39:13,914 - mmaction - INFO - Epoch [74][3140/3757] lr: 1.000e-03, eta: 1 day, 3:19:00, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8789, loss_cls: 1.1404, loss: 1.1404, grad_norm: 6.7334 2021-02-07 01:39:22,761 - mmaction - INFO - Epoch [74][3160/3757] lr: 1.000e-03, eta: 1 day, 3:18:34, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8766, loss_cls: 1.1920, loss: 1.1920, grad_norm: 6.8924 2021-02-07 01:39:31,633 - mmaction - INFO - Epoch [74][3180/3757] lr: 1.000e-03, eta: 1 day, 3:18:09, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7031, top5_acc: 0.8977, loss_cls: 1.1031, loss: 1.1031, grad_norm: 6.7284 2021-02-07 01:39:40,464 - mmaction - INFO - Epoch [74][3200/3757] lr: 1.000e-03, eta: 1 day, 3:17:43, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8977, loss_cls: 1.0913, loss: 1.0913, grad_norm: 6.5810 2021-02-07 01:40:21,487 - mmaction - INFO - Epoch [74][3220/3757] lr: 1.000e-03, eta: 1 day, 3:17:34, time: 2.051, data_time: 1.595, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8906, loss_cls: 1.1380, loss: 1.1380, grad_norm: 6.6756 2021-02-07 01:40:30,338 - mmaction - INFO - Epoch [74][3240/3757] lr: 1.000e-03, eta: 1 day, 3:17:08, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1423, loss: 1.1423, grad_norm: 6.8754 2021-02-07 01:41:04,713 - mmaction - INFO - Epoch [74][3260/3757] lr: 1.000e-03, eta: 1 day, 3:16:55, time: 1.719, data_time: 1.278, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8797, loss_cls: 1.2018, loss: 1.2018, grad_norm: 7.0751 2021-02-07 01:41:34,504 - mmaction - INFO - Epoch [74][3280/3757] lr: 1.000e-03, eta: 1 day, 3:16:40, time: 1.488, data_time: 1.038, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8898, loss_cls: 1.2118, loss: 1.2118, grad_norm: 7.1646 2021-02-07 01:41:53,036 - mmaction - INFO - Epoch [74][3300/3757] lr: 1.000e-03, eta: 1 day, 3:16:20, time: 0.927, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8828, loss_cls: 1.1629, loss: 1.1629, grad_norm: 6.9513 2021-02-07 01:42:11,827 - mmaction - INFO - Epoch [74][3320/3757] lr: 1.000e-03, eta: 1 day, 3:15:59, time: 0.940, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8938, loss_cls: 1.1042, loss: 1.1042, grad_norm: 6.7814 2021-02-07 01:42:20,582 - mmaction - INFO - Epoch [74][3340/3757] lr: 1.000e-03, eta: 1 day, 3:15:33, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.9031, loss_cls: 1.0616, loss: 1.0616, grad_norm: 6.5134 2021-02-07 01:42:29,338 - mmaction - INFO - Epoch [74][3360/3757] lr: 1.000e-03, eta: 1 day, 3:15:08, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9039, loss_cls: 1.0593, loss: 1.0593, grad_norm: 6.7534 2021-02-07 01:43:01,837 - mmaction - INFO - Epoch [74][3380/3757] lr: 1.000e-03, eta: 1 day, 3:14:54, time: 1.625, data_time: 1.178, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8852, loss_cls: 1.1068, loss: 1.1068, grad_norm: 6.6197 2021-02-07 01:43:10,574 - mmaction - INFO - Epoch [74][3400/3757] lr: 1.000e-03, eta: 1 day, 3:14:28, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8891, loss_cls: 1.1473, loss: 1.1473, grad_norm: 6.7418 2021-02-07 01:43:19,330 - mmaction - INFO - Epoch [74][3420/3757] lr: 1.000e-03, eta: 1 day, 3:14:03, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8875, loss_cls: 1.1367, loss: 1.1367, grad_norm: 6.7931 2021-02-07 01:43:28,109 - mmaction - INFO - Epoch [74][3440/3757] lr: 1.000e-03, eta: 1 day, 3:13:37, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8914, loss_cls: 1.0982, loss: 1.0982, grad_norm: 6.5497 2021-02-07 01:43:36,904 - mmaction - INFO - Epoch [74][3460/3757] lr: 1.000e-03, eta: 1 day, 3:13:11, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8852, loss_cls: 1.1052, loss: 1.1052, grad_norm: 6.4892 2021-02-07 01:43:45,726 - mmaction - INFO - Epoch [74][3480/3757] lr: 1.000e-03, eta: 1 day, 3:12:46, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1408, loss: 1.1408, grad_norm: 6.9814 2021-02-07 01:43:54,607 - mmaction - INFO - Epoch [74][3500/3757] lr: 1.000e-03, eta: 1 day, 3:12:20, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9055, loss_cls: 1.0493, loss: 1.0493, grad_norm: 6.6769 2021-02-07 01:44:03,376 - mmaction - INFO - Epoch [74][3520/3757] lr: 1.000e-03, eta: 1 day, 3:11:54, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8961, loss_cls: 1.0785, loss: 1.0785, grad_norm: 6.9825 2021-02-07 01:44:12,227 - mmaction - INFO - Epoch [74][3540/3757] lr: 1.000e-03, eta: 1 day, 3:11:29, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9109, loss_cls: 1.0317, loss: 1.0317, grad_norm: 6.6286 2021-02-07 01:44:21,074 - mmaction - INFO - Epoch [74][3560/3757] lr: 1.000e-03, eta: 1 day, 3:11:03, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9055, loss_cls: 1.0391, loss: 1.0391, grad_norm: 6.6900 2021-02-07 01:44:29,895 - mmaction - INFO - Epoch [74][3580/3757] lr: 1.000e-03, eta: 1 day, 3:10:38, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8852, loss_cls: 1.1437, loss: 1.1437, grad_norm: 6.7874 2021-02-07 01:44:38,737 - mmaction - INFO - Epoch [74][3600/3757] lr: 1.000e-03, eta: 1 day, 3:10:12, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8953, loss_cls: 1.1150, loss: 1.1150, grad_norm: 6.7866 2021-02-07 01:44:47,654 - mmaction - INFO - Epoch [74][3620/3757] lr: 1.000e-03, eta: 1 day, 3:09:47, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.2180, loss: 1.2180, grad_norm: 7.0792 2021-02-07 01:45:04,461 - mmaction - INFO - Epoch [74][3640/3757] lr: 1.000e-03, eta: 1 day, 3:09:25, time: 0.841, data_time: 0.388, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8805, loss_cls: 1.1669, loss: 1.1669, grad_norm: 7.1219 2021-02-07 01:45:13,238 - mmaction - INFO - Epoch [74][3660/3757] lr: 1.000e-03, eta: 1 day, 3:08:59, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.1145, loss: 1.1145, grad_norm: 6.7258 2021-02-07 01:45:22,048 - mmaction - INFO - Epoch [74][3680/3757] lr: 1.000e-03, eta: 1 day, 3:08:34, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.1148, loss: 1.1148, grad_norm: 6.8234 2021-02-07 01:45:30,932 - mmaction - INFO - Epoch [74][3700/3757] lr: 1.000e-03, eta: 1 day, 3:08:08, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1323, loss: 1.1323, grad_norm: 6.6534 2021-02-07 01:46:27,660 - mmaction - INFO - Epoch [74][3720/3757] lr: 1.000e-03, eta: 1 day, 3:08:07, time: 2.838, data_time: 2.391, memory: 7141, top1_acc: 0.7219, top5_acc: 0.9008, loss_cls: 1.1238, loss: 1.1238, grad_norm: 6.7857 2021-02-07 01:46:36,387 - mmaction - INFO - Epoch [74][3740/3757] lr: 1.000e-03, eta: 1 day, 3:07:41, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8836, loss_cls: 1.1299, loss: 1.1299, grad_norm: 6.7892 2021-02-07 01:46:44,421 - mmaction - INFO - Saving checkpoint at 74 epochs 2021-02-07 01:47:09,319 - mmaction - INFO - Epoch [75][20/3757] lr: 1.000e-03, eta: 1 day, 3:06:57, time: 1.192, data_time: 0.740, memory: 7141, top1_acc: 0.7023, top5_acc: 0.8898, loss_cls: 1.1389, loss: 1.1389, grad_norm: 6.8764 2021-02-07 01:47:18,168 - mmaction - INFO - Epoch [75][40/3757] lr: 1.000e-03, eta: 1 day, 3:06:32, time: 0.442, data_time: 0.004, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8914, loss_cls: 1.1035, loss: 1.1035, grad_norm: 6.7084 2021-02-07 01:47:26,990 - mmaction - INFO - Epoch [75][60/3757] lr: 1.000e-03, eta: 1 day, 3:06:06, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8883, loss_cls: 1.1414, loss: 1.1414, grad_norm: 6.7821 2021-02-07 01:47:35,795 - mmaction - INFO - Epoch [75][80/3757] lr: 1.000e-03, eta: 1 day, 3:05:41, time: 0.440, data_time: 0.002, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9102, loss_cls: 0.9950, loss: 0.9950, grad_norm: 6.4945 2021-02-07 01:47:44,569 - mmaction - INFO - Epoch [75][100/3757] lr: 1.000e-03, eta: 1 day, 3:05:15, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8742, loss_cls: 1.1456, loss: 1.1456, grad_norm: 6.6941 2021-02-07 01:47:53,406 - mmaction - INFO - Epoch [75][120/3757] lr: 1.000e-03, eta: 1 day, 3:04:50, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8891, loss_cls: 1.1008, loss: 1.1008, grad_norm: 6.7365 2021-02-07 01:48:02,260 - mmaction - INFO - Epoch [75][140/3757] lr: 1.000e-03, eta: 1 day, 3:04:24, time: 0.443, data_time: 0.002, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8906, loss_cls: 1.1123, loss: 1.1123, grad_norm: 6.8507 2021-02-07 01:48:11,149 - mmaction - INFO - Epoch [75][160/3757] lr: 1.000e-03, eta: 1 day, 3:03:58, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9016, loss_cls: 1.0427, loss: 1.0427, grad_norm: 6.6178 2021-02-07 01:48:20,084 - mmaction - INFO - Epoch [75][180/3757] lr: 1.000e-03, eta: 1 day, 3:03:33, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.9000, loss_cls: 1.0590, loss: 1.0590, grad_norm: 6.4807 2021-02-07 01:48:28,877 - mmaction - INFO - Epoch [75][200/3757] lr: 1.000e-03, eta: 1 day, 3:03:07, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.1491, loss: 1.1491, grad_norm: 6.8432 2021-02-07 01:48:37,757 - mmaction - INFO - Epoch [75][220/3757] lr: 1.000e-03, eta: 1 day, 3:02:42, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9055, loss_cls: 0.9945, loss: 0.9945, grad_norm: 6.4670 2021-02-07 01:48:46,575 - mmaction - INFO - Epoch [75][240/3757] lr: 1.000e-03, eta: 1 day, 3:02:16, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.9031, loss_cls: 1.0643, loss: 1.0643, grad_norm: 6.8827 2021-02-07 01:48:55,481 - mmaction - INFO - Epoch [75][260/3757] lr: 1.000e-03, eta: 1 day, 3:01:51, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9016, loss_cls: 1.0168, loss: 1.0168, grad_norm: 6.4377 2021-02-07 01:49:04,328 - mmaction - INFO - Epoch [75][280/3757] lr: 1.000e-03, eta: 1 day, 3:01:25, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9023, loss_cls: 1.0590, loss: 1.0590, grad_norm: 6.6389 2021-02-07 01:49:13,255 - mmaction - INFO - Epoch [75][300/3757] lr: 1.000e-03, eta: 1 day, 3:01:00, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9023, loss_cls: 1.0889, loss: 1.0889, grad_norm: 6.7984 2021-02-07 01:49:22,131 - mmaction - INFO - Epoch [75][320/3757] lr: 1.000e-03, eta: 1 day, 3:00:34, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.1349, loss: 1.1349, grad_norm: 6.7665 2021-02-07 01:49:30,902 - mmaction - INFO - Epoch [75][340/3757] lr: 1.000e-03, eta: 1 day, 3:00:09, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8844, loss_cls: 1.1186, loss: 1.1186, grad_norm: 6.8203 2021-02-07 01:49:39,729 - mmaction - INFO - Epoch [75][360/3757] lr: 1.000e-03, eta: 1 day, 2:59:43, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8914, loss_cls: 1.0673, loss: 1.0673, grad_norm: 6.5951 2021-02-07 01:49:48,577 - mmaction - INFO - Epoch [75][380/3757] lr: 1.000e-03, eta: 1 day, 2:59:18, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8797, loss_cls: 1.1637, loss: 1.1637, grad_norm: 6.8566 2021-02-07 01:49:57,386 - mmaction - INFO - Epoch [75][400/3757] lr: 1.000e-03, eta: 1 day, 2:58:52, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8961, loss_cls: 1.1232, loss: 1.1232, grad_norm: 6.8980 2021-02-07 01:50:06,189 - mmaction - INFO - Epoch [75][420/3757] lr: 1.000e-03, eta: 1 day, 2:58:27, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8984, loss_cls: 1.0348, loss: 1.0348, grad_norm: 6.7456 2021-02-07 01:50:15,062 - mmaction - INFO - Epoch [75][440/3757] lr: 1.000e-03, eta: 1 day, 2:58:01, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9023, loss_cls: 1.0310, loss: 1.0310, grad_norm: 6.7436 2021-02-07 01:50:23,911 - mmaction - INFO - Epoch [75][460/3757] lr: 1.000e-03, eta: 1 day, 2:57:36, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8867, loss_cls: 1.0976, loss: 1.0976, grad_norm: 6.6978 2021-02-07 01:50:32,728 - mmaction - INFO - Epoch [75][480/3757] lr: 1.000e-03, eta: 1 day, 2:57:10, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8961, loss_cls: 1.0817, loss: 1.0817, grad_norm: 6.6374 2021-02-07 01:50:41,641 - mmaction - INFO - Epoch [75][500/3757] lr: 1.000e-03, eta: 1 day, 2:56:45, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9031, loss_cls: 1.0323, loss: 1.0323, grad_norm: 6.5851 2021-02-07 01:50:50,446 - mmaction - INFO - Epoch [75][520/3757] lr: 1.000e-03, eta: 1 day, 2:56:19, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8891, loss_cls: 1.1423, loss: 1.1423, grad_norm: 6.9615 2021-02-07 01:50:59,353 - mmaction - INFO - Epoch [75][540/3757] lr: 1.000e-03, eta: 1 day, 2:55:54, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8812, loss_cls: 1.1376, loss: 1.1376, grad_norm: 6.6764 2021-02-07 01:51:08,259 - mmaction - INFO - Epoch [75][560/3757] lr: 1.000e-03, eta: 1 day, 2:55:29, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8883, loss_cls: 1.1408, loss: 1.1408, grad_norm: 6.8778 2021-02-07 01:51:17,097 - mmaction - INFO - Epoch [75][580/3757] lr: 1.000e-03, eta: 1 day, 2:55:03, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8867, loss_cls: 1.0796, loss: 1.0796, grad_norm: 6.7031 2021-02-07 01:51:25,923 - mmaction - INFO - Epoch [75][600/3757] lr: 1.000e-03, eta: 1 day, 2:54:38, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8852, loss_cls: 1.1242, loss: 1.1242, grad_norm: 6.7567 2021-02-07 01:51:34,775 - mmaction - INFO - Epoch [75][620/3757] lr: 1.000e-03, eta: 1 day, 2:54:12, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8930, loss_cls: 1.1370, loss: 1.1370, grad_norm: 7.0917 2021-02-07 01:51:43,624 - mmaction - INFO - Epoch [75][640/3757] lr: 1.000e-03, eta: 1 day, 2:53:47, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8906, loss_cls: 1.1100, loss: 1.1100, grad_norm: 6.8979 2021-02-07 01:51:52,428 - mmaction - INFO - Epoch [75][660/3757] lr: 1.000e-03, eta: 1 day, 2:53:21, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8922, loss_cls: 1.1152, loss: 1.1152, grad_norm: 6.8570 2021-02-07 01:52:01,228 - mmaction - INFO - Epoch [75][680/3757] lr: 1.000e-03, eta: 1 day, 2:52:56, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8969, loss_cls: 1.1024, loss: 1.1024, grad_norm: 6.8015 2021-02-07 01:52:25,040 - mmaction - INFO - Epoch [75][700/3757] lr: 1.000e-03, eta: 1 day, 2:52:38, time: 1.190, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1379, loss: 1.1379, grad_norm: 6.7374 2021-02-07 01:52:47,887 - mmaction - INFO - Epoch [75][720/3757] lr: 1.000e-03, eta: 1 day, 2:52:19, time: 1.142, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0293, loss: 1.0293, grad_norm: 6.4921 2021-02-07 01:52:56,690 - mmaction - INFO - Epoch [75][740/3757] lr: 1.000e-03, eta: 1 day, 2:51:54, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8859, loss_cls: 1.1308, loss: 1.1308, grad_norm: 6.9001 2021-02-07 01:53:20,494 - mmaction - INFO - Epoch [75][760/3757] lr: 1.000e-03, eta: 1 day, 2:51:36, time: 1.189, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8953, loss_cls: 1.1178, loss: 1.1178, grad_norm: 6.8610 2021-02-07 01:53:53,573 - mmaction - INFO - Epoch [75][780/3757] lr: 1.000e-03, eta: 1 day, 2:51:22, time: 1.655, data_time: 0.002, memory: 7141, top1_acc: 0.7242, top5_acc: 0.9008, loss_cls: 1.1281, loss: 1.1281, grad_norm: 7.0040 2021-02-07 01:54:11,817 - mmaction - INFO - Epoch [75][800/3757] lr: 1.000e-03, eta: 1 day, 2:51:01, time: 0.913, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8906, loss_cls: 1.0851, loss: 1.0851, grad_norm: 6.7370 2021-02-07 01:54:34,857 - mmaction - INFO - Epoch [75][820/3757] lr: 1.000e-03, eta: 1 day, 2:50:43, time: 1.152, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8992, loss_cls: 1.0500, loss: 1.0500, grad_norm: 6.5907 2021-02-07 01:55:00,338 - mmaction - INFO - Epoch [75][840/3757] lr: 1.000e-03, eta: 1 day, 2:50:26, time: 1.274, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8914, loss_cls: 1.1161, loss: 1.1161, grad_norm: 6.8850 2021-02-07 01:55:15,072 - mmaction - INFO - Epoch [75][860/3757] lr: 1.000e-03, eta: 1 day, 2:50:03, time: 0.736, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.1510, loss: 1.1510, grad_norm: 6.8295 2021-02-07 01:55:50,110 - mmaction - INFO - Epoch [75][880/3757] lr: 1.000e-03, eta: 1 day, 2:49:51, time: 1.752, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9031, loss_cls: 1.0600, loss: 1.0600, grad_norm: 6.6132 2021-02-07 01:56:12,468 - mmaction - INFO - Epoch [75][900/3757] lr: 1.000e-03, eta: 1 day, 2:49:32, time: 1.117, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8914, loss_cls: 1.0868, loss: 1.0868, grad_norm: 6.7341 2021-02-07 01:56:41,559 - mmaction - INFO - Epoch [75][920/3757] lr: 1.000e-03, eta: 1 day, 2:49:16, time: 1.455, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8938, loss_cls: 1.0928, loss: 1.0928, grad_norm: 6.6857 2021-02-07 01:57:18,356 - mmaction - INFO - Epoch [75][940/3757] lr: 1.000e-03, eta: 1 day, 2:49:05, time: 1.840, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8742, loss_cls: 1.1302, loss: 1.1302, grad_norm: 6.5959 2021-02-07 01:57:40,010 - mmaction - INFO - Epoch [75][960/3757] lr: 1.000e-03, eta: 1 day, 2:48:46, time: 1.082, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8945, loss_cls: 1.1127, loss: 1.1127, grad_norm: 6.9115 2021-02-07 01:58:17,635 - mmaction - INFO - Epoch [75][980/3757] lr: 1.000e-03, eta: 1 day, 2:48:34, time: 1.882, data_time: 0.002, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0694, loss: 1.0694, grad_norm: 6.6286 2021-02-07 01:58:46,742 - mmaction - INFO - Epoch [75][1000/3757] lr: 1.000e-03, eta: 1 day, 2:48:19, time: 1.455, data_time: 0.001, memory: 7141, top1_acc: 0.6789, top5_acc: 0.8852, loss_cls: 1.2147, loss: 1.2147, grad_norm: 7.1372 2021-02-07 01:59:14,150 - mmaction - INFO - Epoch [75][1020/3757] lr: 1.000e-03, eta: 1 day, 2:48:03, time: 1.370, data_time: 0.478, memory: 7141, top1_acc: 0.6984, top5_acc: 0.8875, loss_cls: 1.1781, loss: 1.1781, grad_norm: 6.8431 2021-02-07 01:59:33,405 - mmaction - INFO - Epoch [75][1040/3757] lr: 1.000e-03, eta: 1 day, 2:47:42, time: 0.963, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8898, loss_cls: 1.0743, loss: 1.0743, grad_norm: 6.5315 2021-02-07 02:00:01,862 - mmaction - INFO - Epoch [75][1060/3757] lr: 1.000e-03, eta: 1 day, 2:47:27, time: 1.423, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8852, loss_cls: 1.1592, loss: 1.1592, grad_norm: 7.0651 2021-02-07 02:00:27,086 - mmaction - INFO - Epoch [75][1080/3757] lr: 1.000e-03, eta: 1 day, 2:47:09, time: 1.261, data_time: 0.000, memory: 7141, top1_acc: 0.6977, top5_acc: 0.8820, loss_cls: 1.2104, loss: 1.2104, grad_norm: 7.0923 2021-02-07 02:00:50,726 - mmaction - INFO - Epoch [75][1100/3757] lr: 1.000e-03, eta: 1 day, 2:46:51, time: 1.182, data_time: 0.004, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8914, loss_cls: 1.1689, loss: 1.1689, grad_norm: 7.0648 2021-02-07 02:01:13,929 - mmaction - INFO - Epoch [75][1120/3757] lr: 1.000e-03, eta: 1 day, 2:46:33, time: 1.160, data_time: 0.002, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8836, loss_cls: 1.0978, loss: 1.0978, grad_norm: 6.6575 2021-02-07 02:01:38,680 - mmaction - INFO - Epoch [75][1140/3757] lr: 1.000e-03, eta: 1 day, 2:46:15, time: 1.238, data_time: 0.001, memory: 7141, top1_acc: 0.7516, top5_acc: 0.8977, loss_cls: 1.0293, loss: 1.0293, grad_norm: 6.7741 2021-02-07 02:02:12,401 - mmaction - INFO - Epoch [75][1160/3757] lr: 1.000e-03, eta: 1 day, 2:46:02, time: 1.687, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9070, loss_cls: 1.0367, loss: 1.0367, grad_norm: 6.7020 2021-02-07 02:02:36,444 - mmaction - INFO - Epoch [75][1180/3757] lr: 1.000e-03, eta: 1 day, 2:45:44, time: 1.201, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8680, loss_cls: 1.2075, loss: 1.2075, grad_norm: 7.0710 2021-02-07 02:03:09,301 - mmaction - INFO - Epoch [75][1200/3757] lr: 1.000e-03, eta: 1 day, 2:45:30, time: 1.643, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8828, loss_cls: 1.1315, loss: 1.1315, grad_norm: 6.7985 2021-02-07 02:03:31,951 - mmaction - INFO - Epoch [75][1220/3757] lr: 1.000e-03, eta: 1 day, 2:45:12, time: 1.133, data_time: 0.002, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8820, loss_cls: 1.1560, loss: 1.1560, grad_norm: 7.0573 2021-02-07 02:03:53,938 - mmaction - INFO - Epoch [75][1240/3757] lr: 1.000e-03, eta: 1 day, 2:44:53, time: 1.099, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8875, loss_cls: 1.1011, loss: 1.1011, grad_norm: 6.6907 2021-02-07 02:04:23,344 - mmaction - INFO - Epoch [75][1260/3757] lr: 1.000e-03, eta: 1 day, 2:44:37, time: 1.471, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1416, loss: 1.1416, grad_norm: 6.5222 2021-02-07 02:05:02,273 - mmaction - INFO - Epoch [75][1280/3757] lr: 1.000e-03, eta: 1 day, 2:44:27, time: 1.945, data_time: 0.776, memory: 7141, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0959, loss: 1.0959, grad_norm: 6.7399 2021-02-07 02:06:02,980 - mmaction - INFO - Epoch [75][1300/3757] lr: 1.000e-03, eta: 1 day, 2:44:27, time: 3.036, data_time: 2.584, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8961, loss_cls: 1.0990, loss: 1.0990, grad_norm: 6.6918 2021-02-07 02:06:50,256 - mmaction - INFO - Epoch [75][1320/3757] lr: 1.000e-03, eta: 1 day, 2:44:20, time: 2.364, data_time: 1.177, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8898, loss_cls: 1.1284, loss: 1.1284, grad_norm: 6.9030 2021-02-07 02:07:34,237 - mmaction - INFO - Epoch [75][1340/3757] lr: 1.000e-03, eta: 1 day, 2:44:12, time: 2.198, data_time: 0.821, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8633, loss_cls: 1.1459, loss: 1.1459, grad_norm: 6.6814 2021-02-07 02:08:05,203 - mmaction - INFO - Epoch [75][1360/3757] lr: 1.000e-03, eta: 1 day, 2:43:57, time: 1.549, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1389, loss: 1.1389, grad_norm: 6.8024 2021-02-07 02:08:54,404 - mmaction - INFO - Epoch [75][1380/3757] lr: 1.000e-03, eta: 1 day, 2:43:51, time: 2.459, data_time: 1.693, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1345, loss: 1.1345, grad_norm: 7.0300 2021-02-07 02:09:40,645 - mmaction - INFO - Epoch [75][1400/3757] lr: 1.000e-03, eta: 1 day, 2:43:44, time: 2.313, data_time: 1.093, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8961, loss_cls: 1.0747, loss: 1.0747, grad_norm: 6.7223 2021-02-07 02:10:16,846 - mmaction - INFO - Epoch [75][1420/3757] lr: 1.000e-03, eta: 1 day, 2:43:32, time: 1.810, data_time: 0.001, memory: 7141, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.2105, loss: 1.2105, grad_norm: 7.1543 2021-02-07 02:10:31,451 - mmaction - INFO - Epoch [75][1440/3757] lr: 1.000e-03, eta: 1 day, 2:43:10, time: 0.729, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.0850, loss: 1.0850, grad_norm: 6.6713 2021-02-07 02:11:28,995 - mmaction - INFO - Epoch [75][1460/3757] lr: 1.000e-03, eta: 1 day, 2:43:08, time: 2.878, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8984, loss_cls: 1.0858, loss: 1.0858, grad_norm: 6.7880 2021-02-07 02:11:51,422 - mmaction - INFO - Epoch [75][1480/3757] lr: 1.000e-03, eta: 1 day, 2:42:49, time: 1.121, data_time: 0.445, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8977, loss_cls: 1.0864, loss: 1.0864, grad_norm: 6.7472 2021-02-07 02:12:42,108 - mmaction - INFO - Epoch [75][1500/3757] lr: 1.000e-03, eta: 1 day, 2:42:44, time: 2.534, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8961, loss_cls: 1.1214, loss: 1.1214, grad_norm: 6.8009 2021-02-07 02:13:19,927 - mmaction - INFO - Epoch [75][1520/3757] lr: 1.000e-03, eta: 1 day, 2:42:33, time: 1.890, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8812, loss_cls: 1.1322, loss: 1.1322, grad_norm: 6.9857 2021-02-07 02:13:59,141 - mmaction - INFO - Epoch [75][1540/3757] lr: 1.000e-03, eta: 1 day, 2:42:22, time: 1.960, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8969, loss_cls: 1.0170, loss: 1.0170, grad_norm: 6.4052 2021-02-07 02:14:41,321 - mmaction - INFO - Epoch [75][1560/3757] lr: 1.000e-03, eta: 1 day, 2:42:13, time: 2.110, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8969, loss_cls: 1.1067, loss: 1.1067, grad_norm: 6.9927 2021-02-07 02:15:10,794 - mmaction - INFO - Epoch [75][1580/3757] lr: 1.000e-03, eta: 1 day, 2:41:58, time: 1.473, data_time: 1.025, memory: 7141, top1_acc: 0.7242, top5_acc: 0.9016, loss_cls: 1.0832, loss: 1.0832, grad_norm: 7.0061 2021-02-07 02:15:25,270 - mmaction - INFO - Epoch [75][1600/3757] lr: 1.000e-03, eta: 1 day, 2:41:35, time: 0.724, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8883, loss_cls: 1.0913, loss: 1.0913, grad_norm: 6.8271 2021-02-07 02:15:56,917 - mmaction - INFO - Epoch [75][1620/3757] lr: 1.000e-03, eta: 1 day, 2:41:21, time: 1.583, data_time: 1.139, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.1141, loss: 1.1141, grad_norm: 7.1290 2021-02-07 02:16:16,803 - mmaction - INFO - Epoch [75][1640/3757] lr: 1.000e-03, eta: 1 day, 2:41:01, time: 0.994, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8867, loss_cls: 1.1521, loss: 1.1521, grad_norm: 6.9383 2021-02-07 02:16:44,801 - mmaction - INFO - Epoch [75][1660/3757] lr: 1.000e-03, eta: 1 day, 2:40:45, time: 1.399, data_time: 0.942, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8891, loss_cls: 1.1042, loss: 1.1042, grad_norm: 6.7543 2021-02-07 02:17:45,546 - mmaction - INFO - Epoch [75][1680/3757] lr: 1.000e-03, eta: 1 day, 2:40:44, time: 3.037, data_time: 0.001, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9031, loss_cls: 1.0379, loss: 1.0379, grad_norm: 6.5795 2021-02-07 02:18:05,461 - mmaction - INFO - Epoch [75][1700/3757] lr: 1.000e-03, eta: 1 day, 2:40:24, time: 0.995, data_time: 0.549, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8984, loss_cls: 1.0921, loss: 1.0921, grad_norm: 6.6592 2021-02-07 02:18:43,882 - mmaction - INFO - Epoch [75][1720/3757] lr: 1.000e-03, eta: 1 day, 2:40:13, time: 1.921, data_time: 0.003, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1555, loss: 1.1555, grad_norm: 6.9740 2021-02-07 02:19:20,057 - mmaction - INFO - Epoch [75][1740/3757] lr: 1.000e-03, eta: 1 day, 2:40:01, time: 1.809, data_time: 0.002, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8945, loss_cls: 1.1055, loss: 1.1055, grad_norm: 6.7111 2021-02-07 02:19:44,084 - mmaction - INFO - Epoch [75][1760/3757] lr: 1.000e-03, eta: 1 day, 2:39:43, time: 1.201, data_time: 0.500, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8711, loss_cls: 1.1654, loss: 1.1654, grad_norm: 7.0063 2021-02-07 02:20:13,831 - mmaction - INFO - Epoch [75][1780/3757] lr: 1.000e-03, eta: 1 day, 2:39:28, time: 1.488, data_time: 1.043, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8992, loss_cls: 1.1138, loss: 1.1138, grad_norm: 6.8210 2021-02-07 02:20:55,014 - mmaction - INFO - Epoch [75][1800/3757] lr: 1.000e-03, eta: 1 day, 2:39:18, time: 2.059, data_time: 0.742, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9039, loss_cls: 1.0543, loss: 1.0543, grad_norm: 6.4184 2021-02-07 02:21:11,407 - mmaction - INFO - Epoch [75][1820/3757] lr: 1.000e-03, eta: 1 day, 2:38:56, time: 0.820, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8914, loss_cls: 1.0796, loss: 1.0796, grad_norm: 6.9737 2021-02-07 02:21:52,115 - mmaction - INFO - Epoch [75][1840/3757] lr: 1.000e-03, eta: 1 day, 2:38:46, time: 2.035, data_time: 0.815, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8969, loss_cls: 1.0727, loss: 1.0727, grad_norm: 6.8944 2021-02-07 02:22:31,338 - mmaction - INFO - Epoch [75][1860/3757] lr: 1.000e-03, eta: 1 day, 2:38:36, time: 1.961, data_time: 0.883, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8867, loss_cls: 1.1963, loss: 1.1963, grad_norm: 7.1058 2021-02-07 02:22:52,480 - mmaction - INFO - Epoch [75][1880/3757] lr: 1.000e-03, eta: 1 day, 2:38:16, time: 1.057, data_time: 0.617, memory: 7141, top1_acc: 0.7258, top5_acc: 0.9016, loss_cls: 1.0826, loss: 1.0826, grad_norm: 6.8564 2021-02-07 02:23:40,301 - mmaction - INFO - Epoch [75][1900/3757] lr: 1.000e-03, eta: 1 day, 2:38:10, time: 2.390, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8961, loss_cls: 1.1265, loss: 1.1265, grad_norm: 6.9383 2021-02-07 02:24:35,658 - mmaction - INFO - Epoch [75][1920/3757] lr: 1.000e-03, eta: 1 day, 2:38:07, time: 2.768, data_time: 1.073, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8984, loss_cls: 1.0528, loss: 1.0528, grad_norm: 6.8361 2021-02-07 02:25:17,988 - mmaction - INFO - Epoch [75][1940/3757] lr: 1.000e-03, eta: 1 day, 2:37:58, time: 2.117, data_time: 1.674, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.1159, loss: 1.1159, grad_norm: 6.9435 2021-02-07 02:25:42,049 - mmaction - INFO - Epoch [75][1960/3757] lr: 1.000e-03, eta: 1 day, 2:37:39, time: 1.203, data_time: 0.749, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8867, loss_cls: 1.2096, loss: 1.2096, grad_norm: 7.1183 2021-02-07 02:26:12,915 - mmaction - INFO - Epoch [75][1980/3757] lr: 1.000e-03, eta: 1 day, 2:37:25, time: 1.544, data_time: 0.540, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8898, loss_cls: 1.1804, loss: 1.1804, grad_norm: 6.8882 2021-02-07 02:27:22,569 - mmaction - INFO - Epoch [75][2000/3757] lr: 1.000e-03, eta: 1 day, 2:37:29, time: 3.482, data_time: 0.991, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8859, loss_cls: 1.1332, loss: 1.1332, grad_norm: 6.9556 2021-02-07 02:27:48,980 - mmaction - INFO - Epoch [75][2020/3757] lr: 1.000e-03, eta: 1 day, 2:37:12, time: 1.320, data_time: 0.863, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8805, loss_cls: 1.1244, loss: 1.1244, grad_norm: 6.8783 2021-02-07 02:28:27,930 - mmaction - INFO - Epoch [75][2040/3757] lr: 1.000e-03, eta: 1 day, 2:37:01, time: 1.948, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8867, loss_cls: 1.1176, loss: 1.1176, grad_norm: 6.8959 2021-02-07 02:28:54,397 - mmaction - INFO - Epoch [75][2060/3757] lr: 1.000e-03, eta: 1 day, 2:36:44, time: 1.324, data_time: 0.879, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8867, loss_cls: 1.1600, loss: 1.1600, grad_norm: 6.9885 2021-02-07 02:29:25,921 - mmaction - INFO - Epoch [75][2080/3757] lr: 1.000e-03, eta: 1 day, 2:36:30, time: 1.576, data_time: 1.137, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1609, loss: 1.1609, grad_norm: 6.9898 2021-02-07 02:29:51,653 - mmaction - INFO - Epoch [75][2100/3757] lr: 1.000e-03, eta: 1 day, 2:36:12, time: 1.287, data_time: 0.833, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8875, loss_cls: 1.1502, loss: 1.1502, grad_norm: 6.8723 2021-02-07 02:30:39,376 - mmaction - INFO - Epoch [75][2120/3757] lr: 1.000e-03, eta: 1 day, 2:36:06, time: 2.385, data_time: 0.436, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1476, loss: 1.1476, grad_norm: 6.9352 2021-02-07 02:31:09,775 - mmaction - INFO - Epoch [75][2140/3757] lr: 1.000e-03, eta: 1 day, 2:35:51, time: 1.520, data_time: 0.461, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.0705, loss: 1.0705, grad_norm: 6.5387 2021-02-07 02:31:28,560 - mmaction - INFO - Epoch [75][2160/3757] lr: 1.000e-03, eta: 1 day, 2:35:30, time: 0.940, data_time: 0.010, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8930, loss_cls: 1.0690, loss: 1.0690, grad_norm: 6.6442 2021-02-07 02:31:41,958 - mmaction - INFO - Epoch [75][2180/3757] lr: 1.000e-03, eta: 1 day, 2:35:07, time: 0.669, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8930, loss_cls: 1.1361, loss: 1.1361, grad_norm: 6.8732 2021-02-07 02:32:35,171 - mmaction - INFO - Epoch [75][2200/3757] lr: 1.000e-03, eta: 1 day, 2:35:03, time: 2.661, data_time: 0.271, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8977, loss_cls: 1.0824, loss: 1.0824, grad_norm: 6.7491 2021-02-07 02:32:56,549 - mmaction - INFO - Epoch [75][2220/3757] lr: 1.000e-03, eta: 1 day, 2:34:43, time: 1.069, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8891, loss_cls: 1.1093, loss: 1.1093, grad_norm: 6.8911 2021-02-07 02:33:16,176 - mmaction - INFO - Epoch [75][2240/3757] lr: 1.000e-03, eta: 1 day, 2:34:23, time: 0.981, data_time: 0.540, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8898, loss_cls: 1.1142, loss: 1.1142, grad_norm: 6.9023 2021-02-07 02:33:29,271 - mmaction - INFO - Epoch [75][2260/3757] lr: 1.000e-03, eta: 1 day, 2:34:00, time: 0.654, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1194, loss: 1.1194, grad_norm: 6.8813 2021-02-07 02:34:23,894 - mmaction - INFO - Epoch [75][2280/3757] lr: 1.000e-03, eta: 1 day, 2:33:56, time: 2.732, data_time: 1.650, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1321, loss: 1.1321, grad_norm: 6.9031 2021-02-07 02:35:01,282 - mmaction - INFO - Epoch [75][2300/3757] lr: 1.000e-03, eta: 1 day, 2:33:45, time: 1.870, data_time: 0.001, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8977, loss_cls: 1.1151, loss: 1.1151, grad_norm: 6.9775 2021-02-07 02:35:16,199 - mmaction - INFO - Epoch [75][2320/3757] lr: 1.000e-03, eta: 1 day, 2:33:22, time: 0.746, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8852, loss_cls: 1.1456, loss: 1.1456, grad_norm: 7.0756 2021-02-07 02:35:51,621 - mmaction - INFO - Epoch [75][2340/3757] lr: 1.000e-03, eta: 1 day, 2:33:09, time: 1.770, data_time: 0.766, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8969, loss_cls: 1.0912, loss: 1.0912, grad_norm: 6.7794 2021-02-07 02:36:36,242 - mmaction - INFO - Epoch [75][2360/3757] lr: 1.000e-03, eta: 1 day, 2:33:01, time: 2.232, data_time: 1.491, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8898, loss_cls: 1.1119, loss: 1.1119, grad_norm: 6.9604 2021-02-07 02:37:42,360 - mmaction - INFO - Epoch [75][2380/3757] lr: 1.000e-03, eta: 1 day, 2:33:03, time: 3.306, data_time: 2.082, memory: 7141, top1_acc: 0.6906, top5_acc: 0.8766, loss_cls: 1.2185, loss: 1.2185, grad_norm: 7.1570 2021-02-07 02:38:04,500 - mmaction - INFO - Epoch [75][2400/3757] lr: 1.000e-03, eta: 1 day, 2:32:44, time: 1.106, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8961, loss_cls: 1.0631, loss: 1.0631, grad_norm: 6.5409 2021-02-07 02:38:43,478 - mmaction - INFO - Epoch [75][2420/3757] lr: 1.000e-03, eta: 1 day, 2:32:33, time: 1.949, data_time: 0.662, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8766, loss_cls: 1.2005, loss: 1.2005, grad_norm: 6.8009 2021-02-07 02:39:22,783 - mmaction - INFO - Epoch [75][2440/3757] lr: 1.000e-03, eta: 1 day, 2:32:23, time: 1.966, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8953, loss_cls: 1.1130, loss: 1.1130, grad_norm: 6.8494 2021-02-07 02:40:39,687 - mmaction - INFO - Epoch [75][2460/3757] lr: 1.000e-03, eta: 1 day, 2:32:30, time: 3.845, data_time: 2.466, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8836, loss_cls: 1.1340, loss: 1.1340, grad_norm: 6.9218 2021-02-07 02:41:26,537 - mmaction - INFO - Epoch [75][2480/3757] lr: 1.000e-03, eta: 1 day, 2:32:23, time: 2.342, data_time: 1.209, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8961, loss_cls: 1.0754, loss: 1.0754, grad_norm: 6.8879 2021-02-07 02:41:56,471 - mmaction - INFO - Epoch [75][2500/3757] lr: 1.000e-03, eta: 1 day, 2:32:07, time: 1.497, data_time: 0.593, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1213, loss: 1.1213, grad_norm: 6.8354 2021-02-07 02:42:38,264 - mmaction - INFO - Epoch [75][2520/3757] lr: 1.000e-03, eta: 1 day, 2:31:58, time: 2.089, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1513, loss: 1.1513, grad_norm: 6.9180 2021-02-07 02:43:29,662 - mmaction - INFO - Epoch [75][2540/3757] lr: 1.000e-03, eta: 1 day, 2:31:53, time: 2.571, data_time: 2.108, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.1107, loss: 1.1107, grad_norm: 6.8750 2021-02-07 02:44:06,919 - mmaction - INFO - Epoch [75][2560/3757] lr: 1.000e-03, eta: 1 day, 2:31:41, time: 1.862, data_time: 0.928, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8953, loss_cls: 1.0569, loss: 1.0569, grad_norm: 6.8812 2021-02-07 02:44:41,458 - mmaction - INFO - Epoch [75][2580/3757] lr: 1.000e-03, eta: 1 day, 2:31:28, time: 1.728, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8953, loss_cls: 1.1076, loss: 1.1076, grad_norm: 6.9772 2021-02-07 02:45:10,028 - mmaction - INFO - Epoch [75][2600/3757] lr: 1.000e-03, eta: 1 day, 2:31:12, time: 1.428, data_time: 0.396, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8891, loss_cls: 1.1677, loss: 1.1677, grad_norm: 7.1710 2021-02-07 02:45:27,068 - mmaction - INFO - Epoch [75][2620/3757] lr: 1.000e-03, eta: 1 day, 2:30:50, time: 0.852, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8711, loss_cls: 1.1594, loss: 1.1594, grad_norm: 6.8550 2021-02-07 02:46:07,751 - mmaction - INFO - Epoch [75][2640/3757] lr: 1.000e-03, eta: 1 day, 2:30:40, time: 2.034, data_time: 1.049, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.1697, loss: 1.1697, grad_norm: 6.7342 2021-02-07 02:46:26,117 - mmaction - INFO - Epoch [75][2660/3757] lr: 1.000e-03, eta: 1 day, 2:30:19, time: 0.918, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8758, loss_cls: 1.1173, loss: 1.1173, grad_norm: 6.5553 2021-02-07 02:46:48,007 - mmaction - INFO - Epoch [75][2680/3757] lr: 1.000e-03, eta: 1 day, 2:30:00, time: 1.094, data_time: 0.652, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8805, loss_cls: 1.1450, loss: 1.1450, grad_norm: 6.7341 2021-02-07 02:47:17,848 - mmaction - INFO - Epoch [75][2700/3757] lr: 1.000e-03, eta: 1 day, 2:29:44, time: 1.492, data_time: 0.680, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8906, loss_cls: 1.1237, loss: 1.1237, grad_norm: 6.9761 2021-02-07 02:47:32,962 - mmaction - INFO - Epoch [75][2720/3757] lr: 1.000e-03, eta: 1 day, 2:29:22, time: 0.756, data_time: 0.119, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8852, loss_cls: 1.0653, loss: 1.0653, grad_norm: 6.4396 2021-02-07 02:48:02,033 - mmaction - INFO - Epoch [75][2740/3757] lr: 1.000e-03, eta: 1 day, 2:29:06, time: 1.453, data_time: 0.000, memory: 7141, top1_acc: 0.7016, top5_acc: 0.8883, loss_cls: 1.1604, loss: 1.1604, grad_norm: 7.0355 2021-02-07 02:48:36,991 - mmaction - INFO - Epoch [75][2760/3757] lr: 1.000e-03, eta: 1 day, 2:28:53, time: 1.748, data_time: 0.793, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8805, loss_cls: 1.1763, loss: 1.1763, grad_norm: 6.8569 2021-02-07 02:49:04,115 - mmaction - INFO - Epoch [75][2780/3757] lr: 1.000e-03, eta: 1 day, 2:28:37, time: 1.356, data_time: 0.819, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8969, loss_cls: 1.1021, loss: 1.1021, grad_norm: 6.7258 2021-02-07 02:50:11,352 - mmaction - INFO - Epoch [75][2800/3757] lr: 1.000e-03, eta: 1 day, 2:28:39, time: 3.362, data_time: 0.881, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8836, loss_cls: 1.1648, loss: 1.1648, grad_norm: 6.9539 2021-02-07 02:50:34,923 - mmaction - INFO - Epoch [75][2820/3757] lr: 1.000e-03, eta: 1 day, 2:28:21, time: 1.178, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8836, loss_cls: 1.2136, loss: 1.2136, grad_norm: 7.0504 2021-02-07 02:51:31,644 - mmaction - INFO - Epoch [75][2840/3757] lr: 1.000e-03, eta: 1 day, 2:28:18, time: 2.838, data_time: 0.002, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8766, loss_cls: 1.1940, loss: 1.1940, grad_norm: 7.0086 2021-02-07 02:52:25,967 - mmaction - INFO - Epoch [75][2860/3757] lr: 1.000e-03, eta: 1 day, 2:28:14, time: 2.716, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8914, loss_cls: 1.0991, loss: 1.0991, grad_norm: 6.7657 2021-02-07 02:52:51,944 - mmaction - INFO - Epoch [75][2880/3757] lr: 1.000e-03, eta: 1 day, 2:27:57, time: 1.299, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8945, loss_cls: 1.0872, loss: 1.0872, grad_norm: 6.7475 2021-02-07 02:53:35,767 - mmaction - INFO - Epoch [75][2900/3757] lr: 1.000e-03, eta: 1 day, 2:27:48, time: 2.191, data_time: 0.979, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1074, loss: 1.1074, grad_norm: 6.9927 2021-02-07 02:54:09,793 - mmaction - INFO - Epoch [75][2920/3757] lr: 1.000e-03, eta: 1 day, 2:27:35, time: 1.701, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1538, loss: 1.1538, grad_norm: 6.9337 2021-02-07 02:54:58,164 - mmaction - INFO - Epoch [75][2940/3757] lr: 1.000e-03, eta: 1 day, 2:27:28, time: 2.419, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8836, loss_cls: 1.1143, loss: 1.1143, grad_norm: 6.7997 2021-02-07 02:55:47,413 - mmaction - INFO - Epoch [75][2960/3757] lr: 1.000e-03, eta: 1 day, 2:27:22, time: 2.462, data_time: 0.455, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1634, loss: 1.1634, grad_norm: 7.0609 2021-02-07 02:56:03,443 - mmaction - INFO - Epoch [75][2980/3757] lr: 1.000e-03, eta: 1 day, 2:27:00, time: 0.802, data_time: 0.341, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8914, loss_cls: 1.1146, loss: 1.1146, grad_norm: 6.7483 2021-02-07 02:56:43,244 - mmaction - INFO - Epoch [75][3000/3757] lr: 1.000e-03, eta: 1 day, 2:26:49, time: 1.990, data_time: 0.002, memory: 7141, top1_acc: 0.7328, top5_acc: 0.9062, loss_cls: 1.0507, loss: 1.0507, grad_norm: 6.8263 2021-02-07 02:57:11,323 - mmaction - INFO - Epoch [75][3020/3757] lr: 1.000e-03, eta: 1 day, 2:26:33, time: 1.404, data_time: 0.352, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9000, loss_cls: 1.0473, loss: 1.0473, grad_norm: 6.5802 2021-02-07 02:58:14,192 - mmaction - INFO - Epoch [75][3040/3757] lr: 1.000e-03, eta: 1 day, 2:26:33, time: 3.143, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8922, loss_cls: 1.1003, loss: 1.1003, grad_norm: 6.8003 2021-02-07 02:59:06,129 - mmaction - INFO - Epoch [75][3060/3757] lr: 1.000e-03, eta: 1 day, 2:26:28, time: 2.598, data_time: 0.818, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2104, loss: 1.2104, grad_norm: 7.1093 2021-02-07 03:00:00,024 - mmaction - INFO - Epoch [75][3080/3757] lr: 1.000e-03, eta: 1 day, 2:26:24, time: 2.695, data_time: 0.583, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8750, loss_cls: 1.1687, loss: 1.1687, grad_norm: 6.8943 2021-02-07 03:00:30,081 - mmaction - INFO - Epoch [75][3100/3757] lr: 1.000e-03, eta: 1 day, 2:26:09, time: 1.502, data_time: 0.001, memory: 7141, top1_acc: 0.6828, top5_acc: 0.8852, loss_cls: 1.2118, loss: 1.2118, grad_norm: 7.2357 2021-02-07 03:01:01,540 - mmaction - INFO - Epoch [75][3120/3757] lr: 1.000e-03, eta: 1 day, 2:25:54, time: 1.574, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8883, loss_cls: 1.1129, loss: 1.1129, grad_norm: 6.6376 2021-02-07 03:02:14,240 - mmaction - INFO - Epoch [75][3140/3757] lr: 1.000e-03, eta: 1 day, 2:25:59, time: 3.634, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8859, loss_cls: 1.0905, loss: 1.0905, grad_norm: 6.7867 2021-02-07 03:03:32,366 - mmaction - INFO - Epoch [75][3160/3757] lr: 1.000e-03, eta: 1 day, 2:26:07, time: 3.907, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8922, loss_cls: 1.1221, loss: 1.1221, grad_norm: 6.9528 2021-02-07 03:04:55,281 - mmaction - INFO - Epoch [75][3180/3757] lr: 1.000e-03, eta: 1 day, 2:26:16, time: 4.145, data_time: 2.653, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8859, loss_cls: 1.1003, loss: 1.1003, grad_norm: 6.8869 2021-02-07 03:05:53,944 - mmaction - INFO - Epoch [75][3200/3757] lr: 1.000e-03, eta: 1 day, 2:26:14, time: 2.933, data_time: 0.001, memory: 7141, top1_acc: 0.6930, top5_acc: 0.8844, loss_cls: 1.2117, loss: 1.2117, grad_norm: 7.0882 2021-02-07 03:06:25,717 - mmaction - INFO - Epoch [75][3220/3757] lr: 1.000e-03, eta: 1 day, 2:26:00, time: 1.588, data_time: 0.559, memory: 7141, top1_acc: 0.7000, top5_acc: 0.8852, loss_cls: 1.2163, loss: 1.2163, grad_norm: 7.0351 2021-02-07 03:07:29,058 - mmaction - INFO - Epoch [75][3240/3757] lr: 1.000e-03, eta: 1 day, 2:26:00, time: 3.168, data_time: 0.785, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8828, loss_cls: 1.1283, loss: 1.1283, grad_norm: 6.8842 2021-02-07 03:08:57,517 - mmaction - INFO - Epoch [75][3260/3757] lr: 1.000e-03, eta: 1 day, 2:26:13, time: 4.422, data_time: 2.719, memory: 7141, top1_acc: 0.7289, top5_acc: 0.9023, loss_cls: 1.0750, loss: 1.0750, grad_norm: 6.7155 2021-02-07 03:10:34,954 - mmaction - INFO - Epoch [75][3280/3757] lr: 1.000e-03, eta: 1 day, 2:26:29, time: 4.871, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.9070, loss_cls: 1.0720, loss: 1.0720, grad_norm: 6.7750 2021-02-07 03:12:24,487 - mmaction - INFO - Epoch [75][3300/3757] lr: 1.000e-03, eta: 1 day, 2:26:51, time: 5.478, data_time: 1.094, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8797, loss_cls: 1.1469, loss: 1.1469, grad_norm: 6.7472 2021-02-07 03:13:08,371 - mmaction - INFO - Epoch [75][3320/3757] lr: 1.000e-03, eta: 1 day, 2:26:43, time: 2.194, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.9023, loss_cls: 1.1056, loss: 1.1056, grad_norm: 6.9519 2021-02-07 03:14:26,076 - mmaction - INFO - Epoch [75][3340/3757] lr: 1.000e-03, eta: 1 day, 2:26:50, time: 3.885, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.0981, loss: 1.0981, grad_norm: 6.9650 2021-02-07 03:14:57,570 - mmaction - INFO - Epoch [75][3360/3757] lr: 1.000e-03, eta: 1 day, 2:26:35, time: 1.574, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8820, loss_cls: 1.1470, loss: 1.1470, grad_norm: 6.8731 2021-02-07 03:15:57,565 - mmaction - INFO - Epoch [75][3380/3757] lr: 1.000e-03, eta: 1 day, 2:26:34, time: 3.000, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0468, loss: 1.0468, grad_norm: 6.4988 2021-02-07 03:17:06,011 - mmaction - INFO - Epoch [75][3400/3757] lr: 1.000e-03, eta: 1 day, 2:26:36, time: 3.421, data_time: 2.079, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1446, loss: 1.1446, grad_norm: 6.9943 2021-02-07 03:17:50,865 - mmaction - INFO - Epoch [75][3420/3757] lr: 1.000e-03, eta: 1 day, 2:26:28, time: 2.243, data_time: 1.525, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8867, loss_cls: 1.1265, loss: 1.1265, grad_norm: 6.7851 2021-02-07 03:18:26,746 - mmaction - INFO - Epoch [75][3440/3757] lr: 1.000e-03, eta: 1 day, 2:26:15, time: 1.795, data_time: 0.898, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8844, loss_cls: 1.1193, loss: 1.1193, grad_norm: 6.8889 2021-02-07 03:19:02,003 - mmaction - INFO - Epoch [75][3460/3757] lr: 1.000e-03, eta: 1 day, 2:26:02, time: 1.762, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8844, loss_cls: 1.1205, loss: 1.1205, grad_norm: 6.7070 2021-02-07 03:19:49,121 - mmaction - INFO - Epoch [75][3480/3757] lr: 1.000e-03, eta: 1 day, 2:25:54, time: 2.356, data_time: 0.720, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1501, loss: 1.1501, grad_norm: 6.7903 2021-02-07 03:20:08,912 - mmaction - INFO - Epoch [75][3500/3757] lr: 1.000e-03, eta: 1 day, 2:25:34, time: 0.990, data_time: 0.542, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8906, loss_cls: 1.1106, loss: 1.1106, grad_norm: 6.9235 2021-02-07 03:20:37,805 - mmaction - INFO - Epoch [75][3520/3757] lr: 1.000e-03, eta: 1 day, 2:25:18, time: 1.444, data_time: 0.466, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8914, loss_cls: 1.0940, loss: 1.0940, grad_norm: 6.7849 2021-02-07 03:21:43,369 - mmaction - INFO - Epoch [75][3540/3757] lr: 1.000e-03, eta: 1 day, 2:25:19, time: 3.278, data_time: 0.001, memory: 7141, top1_acc: 0.7039, top5_acc: 0.8812, loss_cls: 1.1760, loss: 1.1760, grad_norm: 7.0946 2021-02-07 03:22:26,393 - mmaction - INFO - Epoch [75][3560/3757] lr: 1.000e-03, eta: 1 day, 2:25:10, time: 2.150, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8969, loss_cls: 1.0596, loss: 1.0596, grad_norm: 6.6771 2021-02-07 03:23:16,896 - mmaction - INFO - Epoch [75][3580/3757] lr: 1.000e-03, eta: 1 day, 2:25:04, time: 2.526, data_time: 0.002, memory: 7141, top1_acc: 0.6937, top5_acc: 0.8773, loss_cls: 1.2174, loss: 1.2174, grad_norm: 7.1471 2021-02-07 03:23:54,712 - mmaction - INFO - Epoch [75][3600/3757] lr: 1.000e-03, eta: 1 day, 2:24:52, time: 1.891, data_time: 0.691, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8930, loss_cls: 1.0844, loss: 1.0844, grad_norm: 6.7089 2021-02-07 03:24:47,351 - mmaction - INFO - Epoch [75][3620/3757] lr: 1.000e-03, eta: 1 day, 2:24:47, time: 2.632, data_time: 0.714, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8906, loss_cls: 1.1171, loss: 1.1171, grad_norm: 6.9610 2021-02-07 03:25:30,603 - mmaction - INFO - Epoch [75][3640/3757] lr: 1.000e-03, eta: 1 day, 2:24:38, time: 2.163, data_time: 1.114, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8711, loss_cls: 1.1816, loss: 1.1816, grad_norm: 6.8768 2021-02-07 03:26:22,895 - mmaction - INFO - Epoch [75][3660/3757] lr: 1.000e-03, eta: 1 day, 2:24:33, time: 2.614, data_time: 1.562, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8969, loss_cls: 1.1086, loss: 1.1086, grad_norm: 6.8683 2021-02-07 03:26:49,155 - mmaction - INFO - Epoch [75][3680/3757] lr: 1.000e-03, eta: 1 day, 2:24:15, time: 1.313, data_time: 0.116, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8969, loss_cls: 1.1260, loss: 1.1260, grad_norm: 6.8773 2021-02-07 03:27:41,369 - mmaction - INFO - Epoch [75][3700/3757] lr: 1.000e-03, eta: 1 day, 2:24:10, time: 2.611, data_time: 1.430, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8758, loss_cls: 1.1318, loss: 1.1318, grad_norm: 6.9999 2021-02-07 03:28:01,351 - mmaction - INFO - Epoch [75][3720/3757] lr: 1.000e-03, eta: 1 day, 2:23:50, time: 0.998, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8805, loss_cls: 1.1491, loss: 1.1491, grad_norm: 6.8936 2021-02-07 03:28:46,186 - mmaction - INFO - Epoch [75][3740/3757] lr: 1.000e-03, eta: 1 day, 2:23:41, time: 2.243, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8977, loss_cls: 1.0935, loss: 1.0935, grad_norm: 6.8712 2021-02-07 03:29:16,677 - mmaction - INFO - Saving checkpoint at 75 epochs 2021-02-07 03:30:22,266 - mmaction - INFO - Epoch [76][20/3757] lr: 1.000e-04, eta: 1 day, 2:23:17, time: 3.244, data_time: 2.793, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8922, loss_cls: 1.0954, loss: 1.0954, grad_norm: 6.6726 2021-02-07 03:30:31,041 - mmaction - INFO - Epoch [76][40/3757] lr: 1.000e-04, eta: 1 day, 2:22:51, time: 0.440, data_time: 0.005, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8852, loss_cls: 1.0971, loss: 1.0971, grad_norm: 6.6142 2021-02-07 03:30:39,758 - mmaction - INFO - Epoch [76][60/3757] lr: 1.000e-04, eta: 1 day, 2:22:26, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8930, loss_cls: 1.0974, loss: 1.0974, grad_norm: 6.6078 2021-02-07 03:30:48,481 - mmaction - INFO - Epoch [76][80/3757] lr: 1.000e-04, eta: 1 day, 2:22:00, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1451, loss: 1.1451, grad_norm: 6.8457 2021-02-07 03:30:57,199 - mmaction - INFO - Epoch [76][100/3757] lr: 1.000e-04, eta: 1 day, 2:21:34, time: 0.436, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9016, loss_cls: 1.0628, loss: 1.0628, grad_norm: 6.8401 2021-02-07 03:31:05,949 - mmaction - INFO - Epoch [76][120/3757] lr: 1.000e-04, eta: 1 day, 2:21:09, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8945, loss_cls: 1.0531, loss: 1.0531, grad_norm: 6.5036 2021-02-07 03:31:14,755 - mmaction - INFO - Epoch [76][140/3757] lr: 1.000e-04, eta: 1 day, 2:20:43, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8945, loss_cls: 1.1530, loss: 1.1530, grad_norm: 6.9311 2021-02-07 03:31:23,506 - mmaction - INFO - Epoch [76][160/3757] lr: 1.000e-04, eta: 1 day, 2:20:17, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8773, loss_cls: 1.1209, loss: 1.1209, grad_norm: 6.5274 2021-02-07 03:31:32,290 - mmaction - INFO - Epoch [76][180/3757] lr: 1.000e-04, eta: 1 day, 2:19:52, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8930, loss_cls: 1.1145, loss: 1.1145, grad_norm: 6.7264 2021-02-07 03:31:41,122 - mmaction - INFO - Epoch [76][200/3757] lr: 1.000e-04, eta: 1 day, 2:19:26, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7594, top5_acc: 0.9102, loss_cls: 0.9880, loss: 0.9880, grad_norm: 6.5783 2021-02-07 03:31:49,974 - mmaction - INFO - Epoch [76][220/3757] lr: 1.000e-04, eta: 1 day, 2:19:01, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.0946, loss: 1.0946, grad_norm: 6.7303 2021-02-07 03:31:58,812 - mmaction - INFO - Epoch [76][240/3757] lr: 1.000e-04, eta: 1 day, 2:18:35, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8883, loss_cls: 1.1028, loss: 1.1028, grad_norm: 7.0256 2021-02-07 03:32:07,577 - mmaction - INFO - Epoch [76][260/3757] lr: 1.000e-04, eta: 1 day, 2:18:09, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8836, loss_cls: 1.1680, loss: 1.1680, grad_norm: 6.7624 2021-02-07 03:32:16,364 - mmaction - INFO - Epoch [76][280/3757] lr: 1.000e-04, eta: 1 day, 2:17:44, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9016, loss_cls: 1.0401, loss: 1.0401, grad_norm: 6.6571 2021-02-07 03:32:25,161 - mmaction - INFO - Epoch [76][300/3757] lr: 1.000e-04, eta: 1 day, 2:17:18, time: 0.440, data_time: 0.002, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8820, loss_cls: 1.1318, loss: 1.1318, grad_norm: 6.8350 2021-02-07 03:32:33,975 - mmaction - INFO - Epoch [76][320/3757] lr: 1.000e-04, eta: 1 day, 2:16:53, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8969, loss_cls: 1.0904, loss: 1.0904, grad_norm: 6.7162 2021-02-07 03:32:42,816 - mmaction - INFO - Epoch [76][340/3757] lr: 1.000e-04, eta: 1 day, 2:16:27, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.9086, loss_cls: 1.0734, loss: 1.0734, grad_norm: 6.9158 2021-02-07 03:32:51,668 - mmaction - INFO - Epoch [76][360/3757] lr: 1.000e-04, eta: 1 day, 2:16:02, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.0798, loss: 1.0798, grad_norm: 6.8487 2021-02-07 03:33:00,490 - mmaction - INFO - Epoch [76][380/3757] lr: 1.000e-04, eta: 1 day, 2:15:36, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8859, loss_cls: 1.0882, loss: 1.0882, grad_norm: 6.5756 2021-02-07 03:33:09,341 - mmaction - INFO - Epoch [76][400/3757] lr: 1.000e-04, eta: 1 day, 2:15:11, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8914, loss_cls: 1.0782, loss: 1.0782, grad_norm: 6.7228 2021-02-07 03:33:18,167 - mmaction - INFO - Epoch [76][420/3757] lr: 1.000e-04, eta: 1 day, 2:14:45, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.8961, loss_cls: 1.0549, loss: 1.0549, grad_norm: 6.6115 2021-02-07 03:33:27,242 - mmaction - INFO - Epoch [76][440/3757] lr: 1.000e-04, eta: 1 day, 2:14:20, time: 0.454, data_time: 0.013, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8953, loss_cls: 1.0700, loss: 1.0700, grad_norm: 6.7296 2021-02-07 03:33:36,078 - mmaction - INFO - Epoch [76][460/3757] lr: 1.000e-04, eta: 1 day, 2:13:54, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8961, loss_cls: 1.0899, loss: 1.0899, grad_norm: 6.7371 2021-02-07 03:33:44,938 - mmaction - INFO - Epoch [76][480/3757] lr: 1.000e-04, eta: 1 day, 2:13:29, time: 0.443, data_time: 0.002, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8867, loss_cls: 1.0917, loss: 1.0917, grad_norm: 6.7677 2021-02-07 03:33:53,738 - mmaction - INFO - Epoch [76][500/3757] lr: 1.000e-04, eta: 1 day, 2:13:03, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8906, loss_cls: 1.0952, loss: 1.0952, grad_norm: 6.8143 2021-02-07 03:34:02,622 - mmaction - INFO - Epoch [76][520/3757] lr: 1.000e-04, eta: 1 day, 2:12:37, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8953, loss_cls: 1.0618, loss: 1.0618, grad_norm: 6.7567 2021-02-07 03:34:11,449 - mmaction - INFO - Epoch [76][540/3757] lr: 1.000e-04, eta: 1 day, 2:12:12, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8891, loss_cls: 1.0821, loss: 1.0821, grad_norm: 6.6341 2021-02-07 03:34:20,260 - mmaction - INFO - Epoch [76][560/3757] lr: 1.000e-04, eta: 1 day, 2:11:46, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8945, loss_cls: 1.0994, loss: 1.0994, grad_norm: 6.6572 2021-02-07 03:34:29,103 - mmaction - INFO - Epoch [76][580/3757] lr: 1.000e-04, eta: 1 day, 2:11:21, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8930, loss_cls: 1.0984, loss: 1.0984, grad_norm: 6.6428 2021-02-07 03:34:37,920 - mmaction - INFO - Epoch [76][600/3757] lr: 1.000e-04, eta: 1 day, 2:10:55, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8984, loss_cls: 1.0759, loss: 1.0759, grad_norm: 6.6635 2021-02-07 03:34:46,726 - mmaction - INFO - Epoch [76][620/3757] lr: 1.000e-04, eta: 1 day, 2:10:30, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8797, loss_cls: 1.1412, loss: 1.1412, grad_norm: 6.7708 2021-02-07 03:34:55,588 - mmaction - INFO - Epoch [76][640/3757] lr: 1.000e-04, eta: 1 day, 2:10:04, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8961, loss_cls: 1.0928, loss: 1.0928, grad_norm: 6.8810 2021-02-07 03:35:04,439 - mmaction - INFO - Epoch [76][660/3757] lr: 1.000e-04, eta: 1 day, 2:09:39, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8914, loss_cls: 1.0775, loss: 1.0775, grad_norm: 6.8358 2021-02-07 03:35:13,307 - mmaction - INFO - Epoch [76][680/3757] lr: 1.000e-04, eta: 1 day, 2:09:13, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8938, loss_cls: 1.1115, loss: 1.1115, grad_norm: 6.6414 2021-02-07 03:35:22,127 - mmaction - INFO - Epoch [76][700/3757] lr: 1.000e-04, eta: 1 day, 2:08:48, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8961, loss_cls: 1.0473, loss: 1.0473, grad_norm: 6.7444 2021-02-07 03:35:30,941 - mmaction - INFO - Epoch [76][720/3757] lr: 1.000e-04, eta: 1 day, 2:08:22, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8930, loss_cls: 1.1548, loss: 1.1548, grad_norm: 6.9964 2021-02-07 03:35:39,762 - mmaction - INFO - Epoch [76][740/3757] lr: 1.000e-04, eta: 1 day, 2:07:57, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8883, loss_cls: 1.1014, loss: 1.1014, grad_norm: 6.7352 2021-02-07 03:35:48,608 - mmaction - INFO - Epoch [76][760/3757] lr: 1.000e-04, eta: 1 day, 2:07:31, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8852, loss_cls: 1.1109, loss: 1.1109, grad_norm: 6.9537 2021-02-07 03:35:57,474 - mmaction - INFO - Epoch [76][780/3757] lr: 1.000e-04, eta: 1 day, 2:07:06, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8977, loss_cls: 1.0474, loss: 1.0474, grad_norm: 6.4346 2021-02-07 03:36:06,359 - mmaction - INFO - Epoch [76][800/3757] lr: 1.000e-04, eta: 1 day, 2:06:40, time: 0.444, data_time: 0.002, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9008, loss_cls: 1.0434, loss: 1.0434, grad_norm: 6.4430 2021-02-07 03:36:15,223 - mmaction - INFO - Epoch [76][820/3757] lr: 1.000e-04, eta: 1 day, 2:06:15, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8938, loss_cls: 1.1045, loss: 1.1045, grad_norm: 6.5484 2021-02-07 03:36:24,017 - mmaction - INFO - Epoch [76][840/3757] lr: 1.000e-04, eta: 1 day, 2:05:50, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8781, loss_cls: 1.1445, loss: 1.1445, grad_norm: 6.8072 2021-02-07 03:36:32,868 - mmaction - INFO - Epoch [76][860/3757] lr: 1.000e-04, eta: 1 day, 2:05:24, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8852, loss_cls: 1.1042, loss: 1.1042, grad_norm: 6.7313 2021-02-07 03:36:41,764 - mmaction - INFO - Epoch [76][880/3757] lr: 1.000e-04, eta: 1 day, 2:04:59, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8828, loss_cls: 1.1652, loss: 1.1652, grad_norm: 6.8326 2021-02-07 03:36:50,633 - mmaction - INFO - Epoch [76][900/3757] lr: 1.000e-04, eta: 1 day, 2:04:33, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8914, loss_cls: 1.0881, loss: 1.0881, grad_norm: 6.5181 2021-02-07 03:36:59,425 - mmaction - INFO - Epoch [76][920/3757] lr: 1.000e-04, eta: 1 day, 2:04:08, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7531, top5_acc: 0.8906, loss_cls: 1.0908, loss: 1.0908, grad_norm: 6.4483 2021-02-07 03:37:08,284 - mmaction - INFO - Epoch [76][940/3757] lr: 1.000e-04, eta: 1 day, 2:03:42, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8891, loss_cls: 1.0961, loss: 1.0961, grad_norm: 6.5513 2021-02-07 03:37:17,117 - mmaction - INFO - Epoch [76][960/3757] lr: 1.000e-04, eta: 1 day, 2:03:17, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0627, loss: 1.0627, grad_norm: 6.6201 2021-02-07 03:37:25,934 - mmaction - INFO - Epoch [76][980/3757] lr: 1.000e-04, eta: 1 day, 2:02:51, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8977, loss_cls: 1.0276, loss: 1.0276, grad_norm: 6.6098 2021-02-07 03:37:34,787 - mmaction - INFO - Epoch [76][1000/3757] lr: 1.000e-04, eta: 1 day, 2:02:26, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.9031, loss_cls: 1.0553, loss: 1.0553, grad_norm: 6.6487 2021-02-07 03:37:43,666 - mmaction - INFO - Epoch [76][1020/3757] lr: 1.000e-04, eta: 1 day, 2:02:00, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8969, loss_cls: 1.0487, loss: 1.0487, grad_norm: 6.8436 2021-02-07 03:37:52,556 - mmaction - INFO - Epoch [76][1040/3757] lr: 1.000e-04, eta: 1 day, 2:01:35, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8953, loss_cls: 1.0797, loss: 1.0797, grad_norm: 6.4879 2021-02-07 03:38:01,410 - mmaction - INFO - Epoch [76][1060/3757] lr: 1.000e-04, eta: 1 day, 2:01:10, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.9070, loss_cls: 1.0081, loss: 1.0081, grad_norm: 6.6296 2021-02-07 03:38:10,275 - mmaction - INFO - Epoch [76][1080/3757] lr: 1.000e-04, eta: 1 day, 2:00:44, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9031, loss_cls: 1.0391, loss: 1.0391, grad_norm: 6.6935 2021-02-07 03:38:19,131 - mmaction - INFO - Epoch [76][1100/3757] lr: 1.000e-04, eta: 1 day, 2:00:19, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8773, loss_cls: 1.1361, loss: 1.1361, grad_norm: 6.6433 2021-02-07 03:38:27,964 - mmaction - INFO - Epoch [76][1120/3757] lr: 1.000e-04, eta: 1 day, 1:59:53, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9023, loss_cls: 1.0212, loss: 1.0212, grad_norm: 6.7721 2021-02-07 03:38:36,822 - mmaction - INFO - Epoch [76][1140/3757] lr: 1.000e-04, eta: 1 day, 1:59:28, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9094, loss_cls: 0.9836, loss: 0.9836, grad_norm: 6.4968 2021-02-07 03:38:45,652 - mmaction - INFO - Epoch [76][1160/3757] lr: 1.000e-04, eta: 1 day, 1:59:03, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8992, loss_cls: 1.0802, loss: 1.0802, grad_norm: 6.8303 2021-02-07 03:38:54,543 - mmaction - INFO - Epoch [76][1180/3757] lr: 1.000e-04, eta: 1 day, 1:58:37, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9125, loss_cls: 0.9531, loss: 0.9531, grad_norm: 6.2869 2021-02-07 03:39:03,378 - mmaction - INFO - Epoch [76][1200/3757] lr: 1.000e-04, eta: 1 day, 1:58:12, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8938, loss_cls: 1.0912, loss: 1.0912, grad_norm: 6.4370 2021-02-07 03:39:12,230 - mmaction - INFO - Epoch [76][1220/3757] lr: 1.000e-04, eta: 1 day, 1:57:46, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9016, loss_cls: 1.0584, loss: 1.0584, grad_norm: 6.6233 2021-02-07 03:39:21,085 - mmaction - INFO - Epoch [76][1240/3757] lr: 1.000e-04, eta: 1 day, 1:57:21, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8984, loss_cls: 1.0817, loss: 1.0817, grad_norm: 6.6363 2021-02-07 03:39:29,929 - mmaction - INFO - Epoch [76][1260/3757] lr: 1.000e-04, eta: 1 day, 1:56:56, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9023, loss_cls: 1.0862, loss: 1.0862, grad_norm: 6.7419 2021-02-07 03:39:38,783 - mmaction - INFO - Epoch [76][1280/3757] lr: 1.000e-04, eta: 1 day, 1:56:30, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9031, loss_cls: 1.0048, loss: 1.0048, grad_norm: 6.6173 2021-02-07 03:39:47,634 - mmaction - INFO - Epoch [76][1300/3757] lr: 1.000e-04, eta: 1 day, 1:56:05, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1511, loss: 1.1511, grad_norm: 6.9012 2021-02-07 03:39:56,468 - mmaction - INFO - Epoch [76][1320/3757] lr: 1.000e-04, eta: 1 day, 1:55:39, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8914, loss_cls: 1.0860, loss: 1.0860, grad_norm: 6.9727 2021-02-07 03:40:05,452 - mmaction - INFO - Epoch [76][1340/3757] lr: 1.000e-04, eta: 1 day, 1:55:14, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9008, loss_cls: 1.0943, loss: 1.0943, grad_norm: 6.7556 2021-02-07 03:40:14,308 - mmaction - INFO - Epoch [76][1360/3757] lr: 1.000e-04, eta: 1 day, 1:54:49, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.9008, loss_cls: 1.0634, loss: 1.0634, grad_norm: 6.7569 2021-02-07 03:40:23,182 - mmaction - INFO - Epoch [76][1380/3757] lr: 1.000e-04, eta: 1 day, 1:54:23, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9195, loss_cls: 0.9875, loss: 0.9875, grad_norm: 6.4762 2021-02-07 03:40:32,071 - mmaction - INFO - Epoch [76][1400/3757] lr: 1.000e-04, eta: 1 day, 1:53:58, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8945, loss_cls: 1.0847, loss: 1.0847, grad_norm: 6.7765 2021-02-07 03:40:40,937 - mmaction - INFO - Epoch [76][1420/3757] lr: 1.000e-04, eta: 1 day, 1:53:33, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8984, loss_cls: 1.0573, loss: 1.0573, grad_norm: 6.6828 2021-02-07 03:40:49,818 - mmaction - INFO - Epoch [76][1440/3757] lr: 1.000e-04, eta: 1 day, 1:53:07, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8891, loss_cls: 1.1123, loss: 1.1123, grad_norm: 6.7880 2021-02-07 03:40:58,707 - mmaction - INFO - Epoch [76][1460/3757] lr: 1.000e-04, eta: 1 day, 1:52:42, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8984, loss_cls: 1.0619, loss: 1.0619, grad_norm: 6.7639 2021-02-07 03:41:07,532 - mmaction - INFO - Epoch [76][1480/3757] lr: 1.000e-04, eta: 1 day, 1:52:17, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.9070, loss_cls: 1.0164, loss: 1.0164, grad_norm: 6.6409 2021-02-07 03:41:16,448 - mmaction - INFO - Epoch [76][1500/3757] lr: 1.000e-04, eta: 1 day, 1:51:51, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8984, loss_cls: 1.0328, loss: 1.0328, grad_norm: 6.5674 2021-02-07 03:41:25,373 - mmaction - INFO - Epoch [76][1520/3757] lr: 1.000e-04, eta: 1 day, 1:51:26, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8828, loss_cls: 1.1120, loss: 1.1120, grad_norm: 6.6098 2021-02-07 03:41:34,252 - mmaction - INFO - Epoch [76][1540/3757] lr: 1.000e-04, eta: 1 day, 1:51:01, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9000, loss_cls: 1.1035, loss: 1.1035, grad_norm: 6.7408 2021-02-07 03:41:43,118 - mmaction - INFO - Epoch [76][1560/3757] lr: 1.000e-04, eta: 1 day, 1:50:35, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8898, loss_cls: 1.1016, loss: 1.1016, grad_norm: 6.7215 2021-02-07 03:41:51,989 - mmaction - INFO - Epoch [76][1580/3757] lr: 1.000e-04, eta: 1 day, 1:50:10, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8922, loss_cls: 1.1108, loss: 1.1108, grad_norm: 6.8521 2021-02-07 03:42:00,796 - mmaction - INFO - Epoch [76][1600/3757] lr: 1.000e-04, eta: 1 day, 1:49:45, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8852, loss_cls: 1.1380, loss: 1.1380, grad_norm: 6.8472 2021-02-07 03:42:09,696 - mmaction - INFO - Epoch [76][1620/3757] lr: 1.000e-04, eta: 1 day, 1:49:19, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8922, loss_cls: 1.1085, loss: 1.1085, grad_norm: 6.9152 2021-02-07 03:42:18,569 - mmaction - INFO - Epoch [76][1640/3757] lr: 1.000e-04, eta: 1 day, 1:48:54, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8992, loss_cls: 1.0311, loss: 1.0311, grad_norm: 6.5384 2021-02-07 03:42:27,405 - mmaction - INFO - Epoch [76][1660/3757] lr: 1.000e-04, eta: 1 day, 1:48:29, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8828, loss_cls: 1.1047, loss: 1.1047, grad_norm: 6.6133 2021-02-07 03:42:36,320 - mmaction - INFO - Epoch [76][1680/3757] lr: 1.000e-04, eta: 1 day, 1:48:03, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9031, loss_cls: 1.0238, loss: 1.0238, grad_norm: 6.4346 2021-02-07 03:42:45,218 - mmaction - INFO - Epoch [76][1700/3757] lr: 1.000e-04, eta: 1 day, 1:47:38, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8805, loss_cls: 1.1639, loss: 1.1639, grad_norm: 6.7877 2021-02-07 03:42:54,065 - mmaction - INFO - Epoch [76][1720/3757] lr: 1.000e-04, eta: 1 day, 1:47:13, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8859, loss_cls: 1.1349, loss: 1.1349, grad_norm: 6.9285 2021-02-07 03:43:02,886 - mmaction - INFO - Epoch [76][1740/3757] lr: 1.000e-04, eta: 1 day, 1:46:47, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.9047, loss_cls: 1.0768, loss: 1.0768, grad_norm: 6.8261 2021-02-07 03:43:11,730 - mmaction - INFO - Epoch [76][1760/3757] lr: 1.000e-04, eta: 1 day, 1:46:22, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8961, loss_cls: 1.0211, loss: 1.0211, grad_norm: 6.5609 2021-02-07 03:43:20,596 - mmaction - INFO - Epoch [76][1780/3757] lr: 1.000e-04, eta: 1 day, 1:45:57, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9016, loss_cls: 1.0406, loss: 1.0406, grad_norm: 6.6594 2021-02-07 03:43:29,446 - mmaction - INFO - Epoch [76][1800/3757] lr: 1.000e-04, eta: 1 day, 1:45:31, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8852, loss_cls: 1.1337, loss: 1.1337, grad_norm: 6.6335 2021-02-07 03:43:38,284 - mmaction - INFO - Epoch [76][1820/3757] lr: 1.000e-04, eta: 1 day, 1:45:06, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8961, loss_cls: 1.0542, loss: 1.0542, grad_norm: 6.7605 2021-02-07 03:43:47,136 - mmaction - INFO - Epoch [76][1840/3757] lr: 1.000e-04, eta: 1 day, 1:44:41, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9133, loss_cls: 0.9975, loss: 0.9975, grad_norm: 6.4892 2021-02-07 03:43:56,047 - mmaction - INFO - Epoch [76][1860/3757] lr: 1.000e-04, eta: 1 day, 1:44:16, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8930, loss_cls: 1.1012, loss: 1.1012, grad_norm: 6.6750 2021-02-07 03:44:04,886 - mmaction - INFO - Epoch [76][1880/3757] lr: 1.000e-04, eta: 1 day, 1:43:50, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9055, loss_cls: 1.0586, loss: 1.0586, grad_norm: 6.6189 2021-02-07 03:44:13,770 - mmaction - INFO - Epoch [76][1900/3757] lr: 1.000e-04, eta: 1 day, 1:43:25, time: 0.445, data_time: 0.002, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8914, loss_cls: 1.0911, loss: 1.0911, grad_norm: 6.7673 2021-02-07 03:44:22,628 - mmaction - INFO - Epoch [76][1920/3757] lr: 1.000e-04, eta: 1 day, 1:43:00, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9109, loss_cls: 0.9916, loss: 0.9916, grad_norm: 6.5061 2021-02-07 03:44:31,523 - mmaction - INFO - Epoch [76][1940/3757] lr: 1.000e-04, eta: 1 day, 1:42:34, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8992, loss_cls: 1.0718, loss: 1.0718, grad_norm: 6.6972 2021-02-07 03:44:40,368 - mmaction - INFO - Epoch [76][1960/3757] lr: 1.000e-04, eta: 1 day, 1:42:09, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8836, loss_cls: 1.1215, loss: 1.1215, grad_norm: 6.6774 2021-02-07 03:44:49,222 - mmaction - INFO - Epoch [76][1980/3757] lr: 1.000e-04, eta: 1 day, 1:41:44, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.1594, loss: 1.1594, grad_norm: 6.8416 2021-02-07 03:44:58,084 - mmaction - INFO - Epoch [76][2000/3757] lr: 1.000e-04, eta: 1 day, 1:41:19, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8969, loss_cls: 1.0541, loss: 1.0541, grad_norm: 6.6796 2021-02-07 03:45:06,896 - mmaction - INFO - Epoch [76][2020/3757] lr: 1.000e-04, eta: 1 day, 1:40:53, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9070, loss_cls: 1.0275, loss: 1.0275, grad_norm: 6.6315 2021-02-07 03:45:15,747 - mmaction - INFO - Epoch [76][2040/3757] lr: 1.000e-04, eta: 1 day, 1:40:28, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9000, loss_cls: 1.0290, loss: 1.0290, grad_norm: 6.8247 2021-02-07 03:45:24,565 - mmaction - INFO - Epoch [76][2060/3757] lr: 1.000e-04, eta: 1 day, 1:40:03, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8945, loss_cls: 1.0802, loss: 1.0802, grad_norm: 6.9088 2021-02-07 03:45:33,441 - mmaction - INFO - Epoch [76][2080/3757] lr: 1.000e-04, eta: 1 day, 1:39:38, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9023, loss_cls: 1.0513, loss: 1.0513, grad_norm: 6.4645 2021-02-07 03:45:43,420 - mmaction - INFO - Epoch [76][2100/3757] lr: 1.000e-04, eta: 1 day, 1:39:13, time: 0.498, data_time: 0.058, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8992, loss_cls: 1.1038, loss: 1.1038, grad_norm: 7.0063 2021-02-07 03:46:09,792 - mmaction - INFO - Epoch [76][2120/3757] lr: 1.000e-04, eta: 1 day, 1:38:56, time: 1.319, data_time: 0.872, memory: 7141, top1_acc: 0.7508, top5_acc: 0.8883, loss_cls: 1.0576, loss: 1.0576, grad_norm: 6.6551 2021-02-07 03:46:26,988 - mmaction - INFO - Epoch [76][2140/3757] lr: 1.000e-04, eta: 1 day, 1:38:34, time: 0.860, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8969, loss_cls: 1.1235, loss: 1.1235, grad_norm: 7.0639 2021-02-07 03:47:12,548 - mmaction - INFO - Epoch [76][2160/3757] lr: 1.000e-04, eta: 1 day, 1:38:26, time: 2.278, data_time: 1.835, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9086, loss_cls: 1.0336, loss: 1.0336, grad_norm: 6.9066 2021-02-07 03:47:21,282 - mmaction - INFO - Epoch [76][2180/3757] lr: 1.000e-04, eta: 1 day, 1:38:00, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.9055, loss_cls: 1.0450, loss: 1.0450, grad_norm: 6.7417 2021-02-07 03:47:30,085 - mmaction - INFO - Epoch [76][2200/3757] lr: 1.000e-04, eta: 1 day, 1:37:35, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8750, loss_cls: 1.1232, loss: 1.1232, grad_norm: 6.6288 2021-02-07 03:47:57,463 - mmaction - INFO - Epoch [76][2220/3757] lr: 1.000e-04, eta: 1 day, 1:37:18, time: 1.369, data_time: 0.913, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8898, loss_cls: 1.0988, loss: 1.0988, grad_norm: 6.8337 2021-02-07 03:48:06,207 - mmaction - INFO - Epoch [76][2240/3757] lr: 1.000e-04, eta: 1 day, 1:36:53, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9070, loss_cls: 1.0443, loss: 1.0443, grad_norm: 6.8151 2021-02-07 03:48:14,970 - mmaction - INFO - Epoch [76][2260/3757] lr: 1.000e-04, eta: 1 day, 1:36:28, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9000, loss_cls: 1.0771, loss: 1.0771, grad_norm: 6.6491 2021-02-07 03:48:23,701 - mmaction - INFO - Epoch [76][2280/3757] lr: 1.000e-04, eta: 1 day, 1:36:02, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0676, loss: 1.0676, grad_norm: 6.8426 2021-02-07 03:48:32,503 - mmaction - INFO - Epoch [76][2300/3757] lr: 1.000e-04, eta: 1 day, 1:35:37, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9078, loss_cls: 1.0324, loss: 1.0324, grad_norm: 6.6716 2021-02-07 03:48:41,410 - mmaction - INFO - Epoch [76][2320/3757] lr: 1.000e-04, eta: 1 day, 1:35:12, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.0984, loss: 1.0984, grad_norm: 6.6370 2021-02-07 03:48:50,268 - mmaction - INFO - Epoch [76][2340/3757] lr: 1.000e-04, eta: 1 day, 1:34:47, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.0988, loss: 1.0988, grad_norm: 6.8188 2021-02-07 03:48:59,050 - mmaction - INFO - Epoch [76][2360/3757] lr: 1.000e-04, eta: 1 day, 1:34:21, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.0774, loss: 1.0774, grad_norm: 6.5254 2021-02-07 03:49:07,882 - mmaction - INFO - Epoch [76][2380/3757] lr: 1.000e-04, eta: 1 day, 1:33:56, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8969, loss_cls: 1.0264, loss: 1.0264, grad_norm: 6.6110 2021-02-07 03:49:16,694 - mmaction - INFO - Epoch [76][2400/3757] lr: 1.000e-04, eta: 1 day, 1:33:31, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8953, loss_cls: 1.0969, loss: 1.0969, grad_norm: 6.6737 2021-02-07 03:49:25,522 - mmaction - INFO - Epoch [76][2420/3757] lr: 1.000e-04, eta: 1 day, 1:33:06, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7586, top5_acc: 0.9141, loss_cls: 0.9793, loss: 0.9793, grad_norm: 6.5421 2021-02-07 03:49:34,327 - mmaction - INFO - Epoch [76][2440/3757] lr: 1.000e-04, eta: 1 day, 1:32:40, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.0822, loss: 1.0822, grad_norm: 6.7919 2021-02-07 03:49:43,159 - mmaction - INFO - Epoch [76][2460/3757] lr: 1.000e-04, eta: 1 day, 1:32:15, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8930, loss_cls: 1.1591, loss: 1.1591, grad_norm: 7.0908 2021-02-07 03:49:52,000 - mmaction - INFO - Epoch [76][2480/3757] lr: 1.000e-04, eta: 1 day, 1:31:50, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9047, loss_cls: 1.0839, loss: 1.0839, grad_norm: 6.8616 2021-02-07 03:50:00,834 - mmaction - INFO - Epoch [76][2500/3757] lr: 1.000e-04, eta: 1 day, 1:31:25, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8805, loss_cls: 1.1497, loss: 1.1497, grad_norm: 7.1957 2021-02-07 03:50:09,664 - mmaction - INFO - Epoch [76][2520/3757] lr: 1.000e-04, eta: 1 day, 1:31:00, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8969, loss_cls: 1.1243, loss: 1.1243, grad_norm: 7.1521 2021-02-07 03:50:18,541 - mmaction - INFO - Epoch [76][2540/3757] lr: 1.000e-04, eta: 1 day, 1:30:34, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9086, loss_cls: 0.9937, loss: 0.9937, grad_norm: 6.6545 2021-02-07 03:50:27,383 - mmaction - INFO - Epoch [76][2560/3757] lr: 1.000e-04, eta: 1 day, 1:30:09, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7547, top5_acc: 0.8977, loss_cls: 1.0413, loss: 1.0413, grad_norm: 6.5826 2021-02-07 03:50:36,269 - mmaction - INFO - Epoch [76][2580/3757] lr: 1.000e-04, eta: 1 day, 1:29:44, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8828, loss_cls: 1.1317, loss: 1.1317, grad_norm: 6.7493 2021-02-07 03:50:45,081 - mmaction - INFO - Epoch [76][2600/3757] lr: 1.000e-04, eta: 1 day, 1:29:19, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8984, loss_cls: 1.0922, loss: 1.0922, grad_norm: 6.8942 2021-02-07 03:50:53,986 - mmaction - INFO - Epoch [76][2620/3757] lr: 1.000e-04, eta: 1 day, 1:28:54, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8875, loss_cls: 1.0994, loss: 1.0994, grad_norm: 6.8418 2021-02-07 03:51:02,833 - mmaction - INFO - Epoch [76][2640/3757] lr: 1.000e-04, eta: 1 day, 1:28:28, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8930, loss_cls: 1.0551, loss: 1.0551, grad_norm: 6.9177 2021-02-07 03:51:11,722 - mmaction - INFO - Epoch [76][2660/3757] lr: 1.000e-04, eta: 1 day, 1:28:03, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0168, loss: 1.0168, grad_norm: 6.5217 2021-02-07 03:51:20,627 - mmaction - INFO - Epoch [76][2680/3757] lr: 1.000e-04, eta: 1 day, 1:27:38, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8984, loss_cls: 1.0787, loss: 1.0787, grad_norm: 6.5519 2021-02-07 03:51:29,469 - mmaction - INFO - Epoch [76][2700/3757] lr: 1.000e-04, eta: 1 day, 1:27:13, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9039, loss_cls: 1.0657, loss: 1.0657, grad_norm: 6.8418 2021-02-07 03:51:38,288 - mmaction - INFO - Epoch [76][2720/3757] lr: 1.000e-04, eta: 1 day, 1:26:48, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8844, loss_cls: 1.1009, loss: 1.1009, grad_norm: 6.6256 2021-02-07 03:51:47,158 - mmaction - INFO - Epoch [76][2740/3757] lr: 1.000e-04, eta: 1 day, 1:26:23, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7578, top5_acc: 0.9031, loss_cls: 0.9901, loss: 0.9901, grad_norm: 6.4382 2021-02-07 03:51:55,975 - mmaction - INFO - Epoch [76][2760/3757] lr: 1.000e-04, eta: 1 day, 1:25:57, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.1598, loss: 1.1598, grad_norm: 6.8870 2021-02-07 03:52:04,784 - mmaction - INFO - Epoch [76][2780/3757] lr: 1.000e-04, eta: 1 day, 1:25:32, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.9000, loss_cls: 1.0511, loss: 1.0511, grad_norm: 6.7960 2021-02-07 03:52:13,611 - mmaction - INFO - Epoch [76][2800/3757] lr: 1.000e-04, eta: 1 day, 1:25:07, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8930, loss_cls: 1.1004, loss: 1.1004, grad_norm: 6.8341 2021-02-07 03:52:22,429 - mmaction - INFO - Epoch [76][2820/3757] lr: 1.000e-04, eta: 1 day, 1:24:42, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8922, loss_cls: 1.0977, loss: 1.0977, grad_norm: 6.8470 2021-02-07 03:52:31,315 - mmaction - INFO - Epoch [76][2840/3757] lr: 1.000e-04, eta: 1 day, 1:24:17, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9078, loss_cls: 0.9913, loss: 0.9913, grad_norm: 6.5996 2021-02-07 03:52:40,182 - mmaction - INFO - Epoch [76][2860/3757] lr: 1.000e-04, eta: 1 day, 1:23:52, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8953, loss_cls: 1.0838, loss: 1.0838, grad_norm: 6.9169 2021-02-07 03:52:49,121 - mmaction - INFO - Epoch [76][2880/3757] lr: 1.000e-04, eta: 1 day, 1:23:27, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8719, loss_cls: 1.1964, loss: 1.1964, grad_norm: 6.9391 2021-02-07 03:52:58,007 - mmaction - INFO - Epoch [76][2900/3757] lr: 1.000e-04, eta: 1 day, 1:23:01, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8875, loss_cls: 1.1101, loss: 1.1101, grad_norm: 6.8666 2021-02-07 03:53:06,860 - mmaction - INFO - Epoch [76][2920/3757] lr: 1.000e-04, eta: 1 day, 1:22:36, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8984, loss_cls: 1.0651, loss: 1.0651, grad_norm: 6.8498 2021-02-07 03:53:15,711 - mmaction - INFO - Epoch [76][2940/3757] lr: 1.000e-04, eta: 1 day, 1:22:11, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8930, loss_cls: 1.0821, loss: 1.0821, grad_norm: 6.6575 2021-02-07 03:53:24,578 - mmaction - INFO - Epoch [76][2960/3757] lr: 1.000e-04, eta: 1 day, 1:21:46, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8875, loss_cls: 1.0606, loss: 1.0606, grad_norm: 6.6547 2021-02-07 03:53:33,464 - mmaction - INFO - Epoch [76][2980/3757] lr: 1.000e-04, eta: 1 day, 1:21:21, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0739, loss: 1.0739, grad_norm: 6.6802 2021-02-07 03:53:42,295 - mmaction - INFO - Epoch [76][3000/3757] lr: 1.000e-04, eta: 1 day, 1:20:56, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.0519, loss: 1.0519, grad_norm: 6.6861 2021-02-07 03:53:54,557 - mmaction - INFO - Epoch [76][3020/3757] lr: 1.000e-04, eta: 1 day, 1:20:32, time: 0.613, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8992, loss_cls: 1.0530, loss: 1.0530, grad_norm: 6.6351 2021-02-07 03:54:03,363 - mmaction - INFO - Epoch [76][3040/3757] lr: 1.000e-04, eta: 1 day, 1:20:07, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8969, loss_cls: 0.9920, loss: 0.9920, grad_norm: 6.6292 2021-02-07 03:54:12,191 - mmaction - INFO - Epoch [76][3060/3757] lr: 1.000e-04, eta: 1 day, 1:19:42, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7641, top5_acc: 0.9000, loss_cls: 1.0074, loss: 1.0074, grad_norm: 6.3075 2021-02-07 03:54:21,062 - mmaction - INFO - Epoch [76][3080/3757] lr: 1.000e-04, eta: 1 day, 1:19:17, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8797, loss_cls: 1.1445, loss: 1.1445, grad_norm: 7.0004 2021-02-07 03:54:29,921 - mmaction - INFO - Epoch [76][3100/3757] lr: 1.000e-04, eta: 1 day, 1:18:52, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8891, loss_cls: 1.0463, loss: 1.0463, grad_norm: 6.6366 2021-02-07 03:54:38,766 - mmaction - INFO - Epoch [76][3120/3757] lr: 1.000e-04, eta: 1 day, 1:18:27, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8945, loss_cls: 1.0630, loss: 1.0630, grad_norm: 6.6432 2021-02-07 03:54:47,621 - mmaction - INFO - Epoch [76][3140/3757] lr: 1.000e-04, eta: 1 day, 1:18:02, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8852, loss_cls: 1.1088, loss: 1.1088, grad_norm: 6.7172 2021-02-07 03:54:56,453 - mmaction - INFO - Epoch [76][3160/3757] lr: 1.000e-04, eta: 1 day, 1:17:36, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8906, loss_cls: 1.0917, loss: 1.0917, grad_norm: 6.7930 2021-02-07 03:55:05,276 - mmaction - INFO - Epoch [76][3180/3757] lr: 1.000e-04, eta: 1 day, 1:17:11, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8695, loss_cls: 1.1540, loss: 1.1540, grad_norm: 6.8068 2021-02-07 03:55:14,086 - mmaction - INFO - Epoch [76][3200/3757] lr: 1.000e-04, eta: 1 day, 1:16:46, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8938, loss_cls: 1.1132, loss: 1.1132, grad_norm: 6.8752 2021-02-07 03:55:22,942 - mmaction - INFO - Epoch [76][3220/3757] lr: 1.000e-04, eta: 1 day, 1:16:21, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8953, loss_cls: 1.0538, loss: 1.0538, grad_norm: 6.7066 2021-02-07 03:55:31,883 - mmaction - INFO - Epoch [76][3240/3757] lr: 1.000e-04, eta: 1 day, 1:15:56, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7586, top5_acc: 0.9219, loss_cls: 0.9489, loss: 0.9489, grad_norm: 6.5931 2021-02-07 03:55:49,099 - mmaction - INFO - Epoch [76][3260/3757] lr: 1.000e-04, eta: 1 day, 1:15:35, time: 0.861, data_time: 0.408, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8930, loss_cls: 1.0639, loss: 1.0639, grad_norm: 6.7785 2021-02-07 03:55:57,883 - mmaction - INFO - Epoch [76][3280/3757] lr: 1.000e-04, eta: 1 day, 1:15:10, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8938, loss_cls: 1.0764, loss: 1.0764, grad_norm: 6.9452 2021-02-07 03:56:06,721 - mmaction - INFO - Epoch [76][3300/3757] lr: 1.000e-04, eta: 1 day, 1:14:45, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.9000, loss_cls: 1.0831, loss: 1.0831, grad_norm: 6.6847 2021-02-07 03:56:15,562 - mmaction - INFO - Epoch [76][3320/3757] lr: 1.000e-04, eta: 1 day, 1:14:20, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8883, loss_cls: 1.1360, loss: 1.1360, grad_norm: 6.9241 2021-02-07 03:56:24,354 - mmaction - INFO - Epoch [76][3340/3757] lr: 1.000e-04, eta: 1 day, 1:13:54, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8836, loss_cls: 1.1107, loss: 1.1107, grad_norm: 6.7228 2021-02-07 03:56:33,175 - mmaction - INFO - Epoch [76][3360/3757] lr: 1.000e-04, eta: 1 day, 1:13:29, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8938, loss_cls: 1.0812, loss: 1.0812, grad_norm: 6.5570 2021-02-07 03:56:42,013 - mmaction - INFO - Epoch [76][3380/3757] lr: 1.000e-04, eta: 1 day, 1:13:04, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7602, top5_acc: 0.9062, loss_cls: 0.9924, loss: 0.9924, grad_norm: 6.5272 2021-02-07 03:56:50,850 - mmaction - INFO - Epoch [76][3400/3757] lr: 1.000e-04, eta: 1 day, 1:12:39, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9055, loss_cls: 1.0783, loss: 1.0783, grad_norm: 7.0399 2021-02-07 03:56:59,661 - mmaction - INFO - Epoch [76][3420/3757] lr: 1.000e-04, eta: 1 day, 1:12:14, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.9016, loss_cls: 1.1374, loss: 1.1374, grad_norm: 6.9411 2021-02-07 03:57:08,482 - mmaction - INFO - Epoch [76][3440/3757] lr: 1.000e-04, eta: 1 day, 1:11:49, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8852, loss_cls: 1.0626, loss: 1.0626, grad_norm: 6.5923 2021-02-07 03:57:17,372 - mmaction - INFO - Epoch [76][3460/3757] lr: 1.000e-04, eta: 1 day, 1:11:24, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.9047, loss_cls: 1.0482, loss: 1.0482, grad_norm: 6.7532 2021-02-07 03:57:26,215 - mmaction - INFO - Epoch [76][3480/3757] lr: 1.000e-04, eta: 1 day, 1:10:59, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8859, loss_cls: 1.1014, loss: 1.1014, grad_norm: 6.8294 2021-02-07 03:57:35,079 - mmaction - INFO - Epoch [76][3500/3757] lr: 1.000e-04, eta: 1 day, 1:10:34, time: 0.444, data_time: 0.004, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1187, loss: 1.1187, grad_norm: 6.9570 2021-02-07 03:57:43,933 - mmaction - INFO - Epoch [76][3520/3757] lr: 1.000e-04, eta: 1 day, 1:10:09, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8953, loss_cls: 1.0639, loss: 1.0639, grad_norm: 6.5969 2021-02-07 03:57:52,761 - mmaction - INFO - Epoch [76][3540/3757] lr: 1.000e-04, eta: 1 day, 1:09:44, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.9008, loss_cls: 1.0577, loss: 1.0577, grad_norm: 6.7314 2021-02-07 03:58:01,593 - mmaction - INFO - Epoch [76][3560/3757] lr: 1.000e-04, eta: 1 day, 1:09:19, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.8953, loss_cls: 1.0266, loss: 1.0266, grad_norm: 6.6466 2021-02-07 03:58:10,449 - mmaction - INFO - Epoch [76][3580/3757] lr: 1.000e-04, eta: 1 day, 1:08:54, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8984, loss_cls: 1.0736, loss: 1.0736, grad_norm: 6.6466 2021-02-07 03:58:19,346 - mmaction - INFO - Epoch [76][3600/3757] lr: 1.000e-04, eta: 1 day, 1:08:29, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7539, top5_acc: 0.8969, loss_cls: 1.0467, loss: 1.0467, grad_norm: 6.5120 2021-02-07 03:58:28,218 - mmaction - INFO - Epoch [76][3620/3757] lr: 1.000e-04, eta: 1 day, 1:08:04, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.0895, loss: 1.0895, grad_norm: 6.9351 2021-02-07 03:58:37,086 - mmaction - INFO - Epoch [76][3640/3757] lr: 1.000e-04, eta: 1 day, 1:07:39, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8945, loss_cls: 1.0499, loss: 1.0499, grad_norm: 6.6914 2021-02-07 03:58:46,073 - mmaction - INFO - Epoch [76][3660/3757] lr: 1.000e-04, eta: 1 day, 1:07:14, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.7586, top5_acc: 0.9078, loss_cls: 0.9635, loss: 0.9635, grad_norm: 6.5396 2021-02-07 03:58:56,102 - mmaction - INFO - Epoch [76][3680/3757] lr: 1.000e-04, eta: 1 day, 1:06:49, time: 0.501, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8898, loss_cls: 1.0800, loss: 1.0800, grad_norm: 6.5825 2021-02-07 03:59:05,304 - mmaction - INFO - Epoch [76][3700/3757] lr: 1.000e-04, eta: 1 day, 1:06:24, time: 0.460, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.0820, loss: 1.0820, grad_norm: 6.8888 2021-02-07 03:59:14,129 - mmaction - INFO - Epoch [76][3720/3757] lr: 1.000e-04, eta: 1 day, 1:05:59, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9062, loss_cls: 0.9962, loss: 0.9962, grad_norm: 6.5136 2021-02-07 03:59:23,002 - mmaction - INFO - Epoch [76][3740/3757] lr: 1.000e-04, eta: 1 day, 1:05:34, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9148, loss_cls: 0.9981, loss: 0.9981, grad_norm: 6.7465 2021-02-07 03:59:31,076 - mmaction - INFO - Saving checkpoint at 76 epochs 2021-02-07 03:59:56,634 - mmaction - INFO - Epoch [77][20/3757] lr: 1.000e-04, eta: 1 day, 1:04:52, time: 1.260, data_time: 0.819, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9117, loss_cls: 1.0234, loss: 1.0234, grad_norm: 6.7586 2021-02-07 04:00:05,438 - mmaction - INFO - Epoch [77][40/3757] lr: 1.000e-04, eta: 1 day, 1:04:27, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8883, loss_cls: 1.1180, loss: 1.1180, grad_norm: 6.9240 2021-02-07 04:00:14,262 - mmaction - INFO - Epoch [77][60/3757] lr: 1.000e-04, eta: 1 day, 1:04:02, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8984, loss_cls: 1.1096, loss: 1.1096, grad_norm: 6.8306 2021-02-07 04:00:23,052 - mmaction - INFO - Epoch [77][80/3757] lr: 1.000e-04, eta: 1 day, 1:03:37, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8984, loss_cls: 1.0707, loss: 1.0707, grad_norm: 6.8706 2021-02-07 04:00:31,912 - mmaction - INFO - Epoch [77][100/3757] lr: 1.000e-04, eta: 1 day, 1:03:12, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8898, loss_cls: 1.1273, loss: 1.1273, grad_norm: 6.6737 2021-02-07 04:00:40,770 - mmaction - INFO - Epoch [77][120/3757] lr: 1.000e-04, eta: 1 day, 1:02:47, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8922, loss_cls: 1.1034, loss: 1.1034, grad_norm: 6.6885 2021-02-07 04:00:49,613 - mmaction - INFO - Epoch [77][140/3757] lr: 1.000e-04, eta: 1 day, 1:02:22, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8992, loss_cls: 1.0271, loss: 1.0271, grad_norm: 6.8888 2021-02-07 04:00:58,411 - mmaction - INFO - Epoch [77][160/3757] lr: 1.000e-04, eta: 1 day, 1:01:57, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8992, loss_cls: 1.1011, loss: 1.1011, grad_norm: 6.8957 2021-02-07 04:01:07,287 - mmaction - INFO - Epoch [77][180/3757] lr: 1.000e-04, eta: 1 day, 1:01:32, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.8922, loss_cls: 1.0905, loss: 1.0905, grad_norm: 6.7143 2021-02-07 04:01:16,147 - mmaction - INFO - Epoch [77][200/3757] lr: 1.000e-04, eta: 1 day, 1:01:07, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8945, loss_cls: 1.0522, loss: 1.0522, grad_norm: 6.9410 2021-02-07 04:01:25,012 - mmaction - INFO - Epoch [77][220/3757] lr: 1.000e-04, eta: 1 day, 1:00:42, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8969, loss_cls: 1.0224, loss: 1.0224, grad_norm: 6.3731 2021-02-07 04:01:33,836 - mmaction - INFO - Epoch [77][240/3757] lr: 1.000e-04, eta: 1 day, 1:00:17, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8977, loss_cls: 1.0881, loss: 1.0881, grad_norm: 6.9379 2021-02-07 04:01:42,647 - mmaction - INFO - Epoch [77][260/3757] lr: 1.000e-04, eta: 1 day, 0:59:52, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.9117, loss_cls: 1.0147, loss: 1.0147, grad_norm: 6.7741 2021-02-07 04:01:51,507 - mmaction - INFO - Epoch [77][280/3757] lr: 1.000e-04, eta: 1 day, 0:59:27, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0007, loss: 1.0007, grad_norm: 6.6054 2021-02-07 04:02:00,343 - mmaction - INFO - Epoch [77][300/3757] lr: 1.000e-04, eta: 1 day, 0:59:02, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.9039, loss_cls: 1.0421, loss: 1.0421, grad_norm: 6.8376 2021-02-07 04:02:09,181 - mmaction - INFO - Epoch [77][320/3757] lr: 1.000e-04, eta: 1 day, 0:58:37, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8953, loss_cls: 1.0787, loss: 1.0787, grad_norm: 6.8066 2021-02-07 04:02:18,060 - mmaction - INFO - Epoch [77][340/3757] lr: 1.000e-04, eta: 1 day, 0:58:12, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7531, top5_acc: 0.8984, loss_cls: 0.9737, loss: 0.9737, grad_norm: 6.2795 2021-02-07 04:02:26,906 - mmaction - INFO - Epoch [77][360/3757] lr: 1.000e-04, eta: 1 day, 0:57:47, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9062, loss_cls: 1.0334, loss: 1.0334, grad_norm: 6.8313 2021-02-07 04:02:35,759 - mmaction - INFO - Epoch [77][380/3757] lr: 1.000e-04, eta: 1 day, 0:57:23, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8977, loss_cls: 1.0872, loss: 1.0872, grad_norm: 6.7819 2021-02-07 04:02:44,651 - mmaction - INFO - Epoch [77][400/3757] lr: 1.000e-04, eta: 1 day, 0:56:58, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8875, loss_cls: 1.1367, loss: 1.1367, grad_norm: 6.9376 2021-02-07 04:02:53,506 - mmaction - INFO - Epoch [77][420/3757] lr: 1.000e-04, eta: 1 day, 0:56:33, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.9102, loss_cls: 1.0447, loss: 1.0447, grad_norm: 6.6403 2021-02-07 04:03:02,363 - mmaction - INFO - Epoch [77][440/3757] lr: 1.000e-04, eta: 1 day, 0:56:08, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8820, loss_cls: 1.1398, loss: 1.1398, grad_norm: 6.8187 2021-02-07 04:03:11,227 - mmaction - INFO - Epoch [77][460/3757] lr: 1.000e-04, eta: 1 day, 0:55:43, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.8930, loss_cls: 1.1046, loss: 1.1046, grad_norm: 6.9630 2021-02-07 04:03:20,079 - mmaction - INFO - Epoch [77][480/3757] lr: 1.000e-04, eta: 1 day, 0:55:18, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9008, loss_cls: 1.0312, loss: 1.0312, grad_norm: 6.6007 2021-02-07 04:03:28,946 - mmaction - INFO - Epoch [77][500/3757] lr: 1.000e-04, eta: 1 day, 0:54:53, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8867, loss_cls: 1.0780, loss: 1.0780, grad_norm: 6.5279 2021-02-07 04:03:37,773 - mmaction - INFO - Epoch [77][520/3757] lr: 1.000e-04, eta: 1 day, 0:54:28, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6992, top5_acc: 0.8688, loss_cls: 1.1915, loss: 1.1915, grad_norm: 7.2495 2021-02-07 04:03:46,662 - mmaction - INFO - Epoch [77][540/3757] lr: 1.000e-04, eta: 1 day, 0:54:03, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.8898, loss_cls: 1.0722, loss: 1.0722, grad_norm: 6.5164 2021-02-07 04:03:55,484 - mmaction - INFO - Epoch [77][560/3757] lr: 1.000e-04, eta: 1 day, 0:53:38, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8922, loss_cls: 1.0579, loss: 1.0579, grad_norm: 6.6093 2021-02-07 04:04:04,354 - mmaction - INFO - Epoch [77][580/3757] lr: 1.000e-04, eta: 1 day, 0:53:13, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8961, loss_cls: 1.0877, loss: 1.0877, grad_norm: 6.4798 2021-02-07 04:04:13,177 - mmaction - INFO - Epoch [77][600/3757] lr: 1.000e-04, eta: 1 day, 0:52:48, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9000, loss_cls: 1.0288, loss: 1.0288, grad_norm: 6.6322 2021-02-07 04:04:22,017 - mmaction - INFO - Epoch [77][620/3757] lr: 1.000e-04, eta: 1 day, 0:52:23, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9141, loss_cls: 0.9907, loss: 0.9907, grad_norm: 6.5787 2021-02-07 04:04:30,870 - mmaction - INFO - Epoch [77][640/3757] lr: 1.000e-04, eta: 1 day, 0:51:59, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.1414, loss: 1.1414, grad_norm: 6.9399 2021-02-07 04:04:39,717 - mmaction - INFO - Epoch [77][660/3757] lr: 1.000e-04, eta: 1 day, 0:51:34, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9117, loss_cls: 1.0008, loss: 1.0008, grad_norm: 6.5584 2021-02-07 04:04:48,630 - mmaction - INFO - Epoch [77][680/3757] lr: 1.000e-04, eta: 1 day, 0:51:09, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1161, loss: 1.1161, grad_norm: 6.8560 2021-02-07 04:04:57,476 - mmaction - INFO - Epoch [77][700/3757] lr: 1.000e-04, eta: 1 day, 0:50:44, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8836, loss_cls: 1.1047, loss: 1.1047, grad_norm: 6.7583 2021-02-07 04:05:06,340 - mmaction - INFO - Epoch [77][720/3757] lr: 1.000e-04, eta: 1 day, 0:50:19, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.8977, loss_cls: 1.0463, loss: 1.0463, grad_norm: 6.6149 2021-02-07 04:05:15,191 - mmaction - INFO - Epoch [77][740/3757] lr: 1.000e-04, eta: 1 day, 0:49:54, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8969, loss_cls: 1.0717, loss: 1.0717, grad_norm: 6.7841 2021-02-07 04:05:24,061 - mmaction - INFO - Epoch [77][760/3757] lr: 1.000e-04, eta: 1 day, 0:49:29, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9000, loss_cls: 1.0561, loss: 1.0561, grad_norm: 6.7143 2021-02-07 04:05:32,926 - mmaction - INFO - Epoch [77][780/3757] lr: 1.000e-04, eta: 1 day, 0:49:04, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8961, loss_cls: 1.0297, loss: 1.0297, grad_norm: 6.7653 2021-02-07 04:05:41,769 - mmaction - INFO - Epoch [77][800/3757] lr: 1.000e-04, eta: 1 day, 0:48:39, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.9008, loss_cls: 1.0686, loss: 1.0686, grad_norm: 6.9388 2021-02-07 04:05:50,586 - mmaction - INFO - Epoch [77][820/3757] lr: 1.000e-04, eta: 1 day, 0:48:15, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8914, loss_cls: 1.1097, loss: 1.1097, grad_norm: 6.7725 2021-02-07 04:05:59,406 - mmaction - INFO - Epoch [77][840/3757] lr: 1.000e-04, eta: 1 day, 0:47:50, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8930, loss_cls: 1.0290, loss: 1.0290, grad_norm: 6.4394 2021-02-07 04:06:08,270 - mmaction - INFO - Epoch [77][860/3757] lr: 1.000e-04, eta: 1 day, 0:47:25, time: 0.443, data_time: 0.002, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8961, loss_cls: 1.0534, loss: 1.0534, grad_norm: 6.6137 2021-02-07 04:06:17,083 - mmaction - INFO - Epoch [77][880/3757] lr: 1.000e-04, eta: 1 day, 0:47:00, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7516, top5_acc: 0.8961, loss_cls: 1.0231, loss: 1.0231, grad_norm: 6.3122 2021-02-07 04:06:25,930 - mmaction - INFO - Epoch [77][900/3757] lr: 1.000e-04, eta: 1 day, 0:46:35, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7633, top5_acc: 0.9039, loss_cls: 0.9942, loss: 0.9942, grad_norm: 6.4572 2021-02-07 04:06:34,868 - mmaction - INFO - Epoch [77][920/3757] lr: 1.000e-04, eta: 1 day, 0:46:10, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0579, loss: 1.0579, grad_norm: 6.5619 2021-02-07 04:06:43,755 - mmaction - INFO - Epoch [77][940/3757] lr: 1.000e-04, eta: 1 day, 0:45:45, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8914, loss_cls: 1.1341, loss: 1.1341, grad_norm: 6.8952 2021-02-07 04:06:52,618 - mmaction - INFO - Epoch [77][960/3757] lr: 1.000e-04, eta: 1 day, 0:45:21, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7641, top5_acc: 0.9055, loss_cls: 1.0048, loss: 1.0048, grad_norm: 6.5988 2021-02-07 04:07:01,432 - mmaction - INFO - Epoch [77][980/3757] lr: 1.000e-04, eta: 1 day, 0:44:56, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9055, loss_cls: 0.9900, loss: 0.9900, grad_norm: 6.4442 2021-02-07 04:07:10,257 - mmaction - INFO - Epoch [77][1000/3757] lr: 1.000e-04, eta: 1 day, 0:44:31, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7578, top5_acc: 0.9031, loss_cls: 1.0137, loss: 1.0137, grad_norm: 6.5521 2021-02-07 04:07:19,142 - mmaction - INFO - Epoch [77][1020/3757] lr: 1.000e-04, eta: 1 day, 0:44:06, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8852, loss_cls: 1.0865, loss: 1.0865, grad_norm: 6.8112 2021-02-07 04:07:27,994 - mmaction - INFO - Epoch [77][1040/3757] lr: 1.000e-04, eta: 1 day, 0:43:41, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.1299, loss: 1.1299, grad_norm: 7.0418 2021-02-07 04:07:36,817 - mmaction - INFO - Epoch [77][1060/3757] lr: 1.000e-04, eta: 1 day, 0:43:16, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9016, loss_cls: 1.0298, loss: 1.0298, grad_norm: 6.6426 2021-02-07 04:07:45,639 - mmaction - INFO - Epoch [77][1080/3757] lr: 1.000e-04, eta: 1 day, 0:42:51, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9047, loss_cls: 0.9851, loss: 0.9851, grad_norm: 6.5684 2021-02-07 04:07:54,487 - mmaction - INFO - Epoch [77][1100/3757] lr: 1.000e-04, eta: 1 day, 0:42:27, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8883, loss_cls: 1.0826, loss: 1.0826, grad_norm: 6.6197 2021-02-07 04:08:03,368 - mmaction - INFO - Epoch [77][1120/3757] lr: 1.000e-04, eta: 1 day, 0:42:02, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.9078, loss_cls: 1.0346, loss: 1.0346, grad_norm: 6.8265 2021-02-07 04:08:12,172 - mmaction - INFO - Epoch [77][1140/3757] lr: 1.000e-04, eta: 1 day, 0:41:37, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.8906, loss_cls: 1.0544, loss: 1.0544, grad_norm: 6.5348 2021-02-07 04:08:21,035 - mmaction - INFO - Epoch [77][1160/3757] lr: 1.000e-04, eta: 1 day, 0:41:12, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8977, loss_cls: 1.0625, loss: 1.0625, grad_norm: 6.4749 2021-02-07 04:08:29,932 - mmaction - INFO - Epoch [77][1180/3757] lr: 1.000e-04, eta: 1 day, 0:40:47, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.0910, loss: 1.0910, grad_norm: 6.9005 2021-02-07 04:08:38,793 - mmaction - INFO - Epoch [77][1200/3757] lr: 1.000e-04, eta: 1 day, 0:40:23, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8930, loss_cls: 1.1173, loss: 1.1173, grad_norm: 6.8839 2021-02-07 04:08:47,645 - mmaction - INFO - Epoch [77][1220/3757] lr: 1.000e-04, eta: 1 day, 0:39:58, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1597, loss: 1.1597, grad_norm: 7.0438 2021-02-07 04:08:56,482 - mmaction - INFO - Epoch [77][1240/3757] lr: 1.000e-04, eta: 1 day, 0:39:33, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8891, loss_cls: 1.0997, loss: 1.0997, grad_norm: 6.7987 2021-02-07 04:09:05,330 - mmaction - INFO - Epoch [77][1260/3757] lr: 1.000e-04, eta: 1 day, 0:39:08, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8883, loss_cls: 1.1403, loss: 1.1403, grad_norm: 6.8319 2021-02-07 04:09:14,224 - mmaction - INFO - Epoch [77][1280/3757] lr: 1.000e-04, eta: 1 day, 0:38:43, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8875, loss_cls: 1.1283, loss: 1.1283, grad_norm: 6.8895 2021-02-07 04:09:23,131 - mmaction - INFO - Epoch [77][1300/3757] lr: 1.000e-04, eta: 1 day, 0:38:19, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8812, loss_cls: 1.1343, loss: 1.1343, grad_norm: 6.8825 2021-02-07 04:09:31,959 - mmaction - INFO - Epoch [77][1320/3757] lr: 1.000e-04, eta: 1 day, 0:37:54, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8883, loss_cls: 1.1017, loss: 1.1017, grad_norm: 6.8102 2021-02-07 04:09:40,818 - mmaction - INFO - Epoch [77][1340/3757] lr: 1.000e-04, eta: 1 day, 0:37:29, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.9047, loss_cls: 1.0549, loss: 1.0549, grad_norm: 6.6438 2021-02-07 04:09:49,633 - mmaction - INFO - Epoch [77][1360/3757] lr: 1.000e-04, eta: 1 day, 0:37:04, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9039, loss_cls: 1.0330, loss: 1.0330, grad_norm: 6.9133 2021-02-07 04:09:58,467 - mmaction - INFO - Epoch [77][1380/3757] lr: 1.000e-04, eta: 1 day, 0:36:39, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8961, loss_cls: 1.0953, loss: 1.0953, grad_norm: 6.8199 2021-02-07 04:10:07,298 - mmaction - INFO - Epoch [77][1400/3757] lr: 1.000e-04, eta: 1 day, 0:36:15, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9008, loss_cls: 1.0400, loss: 1.0400, grad_norm: 6.6688 2021-02-07 04:10:16,150 - mmaction - INFO - Epoch [77][1420/3757] lr: 1.000e-04, eta: 1 day, 0:35:50, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8727, loss_cls: 1.1556, loss: 1.1556, grad_norm: 6.8216 2021-02-07 04:10:24,970 - mmaction - INFO - Epoch [77][1440/3757] lr: 1.000e-04, eta: 1 day, 0:35:25, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9000, loss_cls: 1.0456, loss: 1.0456, grad_norm: 6.5907 2021-02-07 04:10:33,778 - mmaction - INFO - Epoch [77][1460/3757] lr: 1.000e-04, eta: 1 day, 0:35:00, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8984, loss_cls: 1.0786, loss: 1.0786, grad_norm: 6.5831 2021-02-07 04:10:42,652 - mmaction - INFO - Epoch [77][1480/3757] lr: 1.000e-04, eta: 1 day, 0:34:35, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.8883, loss_cls: 1.0637, loss: 1.0637, grad_norm: 6.6254 2021-02-07 04:10:51,467 - mmaction - INFO - Epoch [77][1500/3757] lr: 1.000e-04, eta: 1 day, 0:34:11, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9000, loss_cls: 1.0184, loss: 1.0184, grad_norm: 6.7513 2021-02-07 04:11:00,269 - mmaction - INFO - Epoch [77][1520/3757] lr: 1.000e-04, eta: 1 day, 0:33:46, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7617, top5_acc: 0.9109, loss_cls: 0.9422, loss: 0.9422, grad_norm: 6.4460 2021-02-07 04:11:09,102 - mmaction - INFO - Epoch [77][1540/3757] lr: 1.000e-04, eta: 1 day, 0:33:21, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9102, loss_cls: 0.9729, loss: 0.9729, grad_norm: 6.4939 2021-02-07 04:11:17,917 - mmaction - INFO - Epoch [77][1560/3757] lr: 1.000e-04, eta: 1 day, 0:32:56, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9008, loss_cls: 1.0607, loss: 1.0607, grad_norm: 6.7736 2021-02-07 04:11:26,723 - mmaction - INFO - Epoch [77][1580/3757] lr: 1.000e-04, eta: 1 day, 0:32:32, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8883, loss_cls: 1.1082, loss: 1.1082, grad_norm: 6.9457 2021-02-07 04:11:35,584 - mmaction - INFO - Epoch [77][1600/3757] lr: 1.000e-04, eta: 1 day, 0:32:07, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9016, loss_cls: 1.0322, loss: 1.0322, grad_norm: 6.6004 2021-02-07 04:11:44,397 - mmaction - INFO - Epoch [77][1620/3757] lr: 1.000e-04, eta: 1 day, 0:31:42, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9008, loss_cls: 1.0326, loss: 1.0326, grad_norm: 6.6808 2021-02-07 04:11:53,211 - mmaction - INFO - Epoch [77][1640/3757] lr: 1.000e-04, eta: 1 day, 0:31:17, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9016, loss_cls: 1.0270, loss: 1.0270, grad_norm: 6.5365 2021-02-07 04:12:01,995 - mmaction - INFO - Epoch [77][1660/3757] lr: 1.000e-04, eta: 1 day, 0:30:53, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.9008, loss_cls: 1.0329, loss: 1.0329, grad_norm: 6.5726 2021-02-07 04:12:10,848 - mmaction - INFO - Epoch [77][1680/3757] lr: 1.000e-04, eta: 1 day, 0:30:28, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9062, loss_cls: 1.0513, loss: 1.0513, grad_norm: 6.6717 2021-02-07 04:12:19,677 - mmaction - INFO - Epoch [77][1700/3757] lr: 1.000e-04, eta: 1 day, 0:30:03, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8945, loss_cls: 1.0560, loss: 1.0560, grad_norm: 6.7213 2021-02-07 04:12:28,521 - mmaction - INFO - Epoch [77][1720/3757] lr: 1.000e-04, eta: 1 day, 0:29:38, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9062, loss_cls: 1.0033, loss: 1.0033, grad_norm: 6.7882 2021-02-07 04:12:37,327 - mmaction - INFO - Epoch [77][1740/3757] lr: 1.000e-04, eta: 1 day, 0:29:14, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9078, loss_cls: 1.0696, loss: 1.0696, grad_norm: 6.9327 2021-02-07 04:12:46,162 - mmaction - INFO - Epoch [77][1760/3757] lr: 1.000e-04, eta: 1 day, 0:28:49, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9016, loss_cls: 1.0523, loss: 1.0523, grad_norm: 6.7900 2021-02-07 04:12:55,006 - mmaction - INFO - Epoch [77][1780/3757] lr: 1.000e-04, eta: 1 day, 0:28:24, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9086, loss_cls: 1.0098, loss: 1.0098, grad_norm: 6.8208 2021-02-07 04:13:03,834 - mmaction - INFO - Epoch [77][1800/3757] lr: 1.000e-04, eta: 1 day, 0:27:59, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8938, loss_cls: 1.0787, loss: 1.0787, grad_norm: 6.8453 2021-02-07 04:13:12,668 - mmaction - INFO - Epoch [77][1820/3757] lr: 1.000e-04, eta: 1 day, 0:27:35, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.9062, loss_cls: 1.0530, loss: 1.0530, grad_norm: 6.7092 2021-02-07 04:13:21,543 - mmaction - INFO - Epoch [77][1840/3757] lr: 1.000e-04, eta: 1 day, 0:27:10, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.8953, loss_cls: 1.0407, loss: 1.0407, grad_norm: 6.6745 2021-02-07 04:13:30,397 - mmaction - INFO - Epoch [77][1860/3757] lr: 1.000e-04, eta: 1 day, 0:26:45, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8930, loss_cls: 1.0886, loss: 1.0886, grad_norm: 6.9320 2021-02-07 04:13:39,255 - mmaction - INFO - Epoch [77][1880/3757] lr: 1.000e-04, eta: 1 day, 0:26:20, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8844, loss_cls: 1.0683, loss: 1.0683, grad_norm: 6.6994 2021-02-07 04:13:48,059 - mmaction - INFO - Epoch [77][1900/3757] lr: 1.000e-04, eta: 1 day, 0:25:56, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8867, loss_cls: 1.1232, loss: 1.1232, grad_norm: 6.9491 2021-02-07 04:13:56,912 - mmaction - INFO - Epoch [77][1920/3757] lr: 1.000e-04, eta: 1 day, 0:25:31, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8914, loss_cls: 1.0713, loss: 1.0713, grad_norm: 6.9518 2021-02-07 04:14:05,730 - mmaction - INFO - Epoch [77][1940/3757] lr: 1.000e-04, eta: 1 day, 0:25:06, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7633, top5_acc: 0.8977, loss_cls: 1.0051, loss: 1.0051, grad_norm: 6.2656 2021-02-07 04:14:14,618 - mmaction - INFO - Epoch [77][1960/3757] lr: 1.000e-04, eta: 1 day, 0:24:42, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8891, loss_cls: 1.0798, loss: 1.0798, grad_norm: 6.7053 2021-02-07 04:14:23,505 - mmaction - INFO - Epoch [77][1980/3757] lr: 1.000e-04, eta: 1 day, 0:24:17, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.1529, loss: 1.1529, grad_norm: 7.1431 2021-02-07 04:14:32,367 - mmaction - INFO - Epoch [77][2000/3757] lr: 1.000e-04, eta: 1 day, 0:23:52, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9023, loss_cls: 1.0219, loss: 1.0219, grad_norm: 6.6493 2021-02-07 04:14:41,225 - mmaction - INFO - Epoch [77][2020/3757] lr: 1.000e-04, eta: 1 day, 0:23:28, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7578, top5_acc: 0.9117, loss_cls: 0.9539, loss: 0.9539, grad_norm: 6.3798 2021-02-07 04:14:50,081 - mmaction - INFO - Epoch [77][2040/3757] lr: 1.000e-04, eta: 1 day, 0:23:03, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8914, loss_cls: 1.1415, loss: 1.1415, grad_norm: 7.1079 2021-02-07 04:14:58,935 - mmaction - INFO - Epoch [77][2060/3757] lr: 1.000e-04, eta: 1 day, 0:22:38, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8906, loss_cls: 1.0417, loss: 1.0417, grad_norm: 6.6717 2021-02-07 04:15:07,775 - mmaction - INFO - Epoch [77][2080/3757] lr: 1.000e-04, eta: 1 day, 0:22:14, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8977, loss_cls: 1.0361, loss: 1.0361, grad_norm: 6.5856 2021-02-07 04:15:16,589 - mmaction - INFO - Epoch [77][2100/3757] lr: 1.000e-04, eta: 1 day, 0:21:49, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.9070, loss_cls: 1.0058, loss: 1.0058, grad_norm: 6.9439 2021-02-07 04:15:25,450 - mmaction - INFO - Epoch [77][2120/3757] lr: 1.000e-04, eta: 1 day, 0:21:24, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8930, loss_cls: 1.0875, loss: 1.0875, grad_norm: 6.8462 2021-02-07 04:15:34,257 - mmaction - INFO - Epoch [77][2140/3757] lr: 1.000e-04, eta: 1 day, 0:21:00, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.8953, loss_cls: 1.0428, loss: 1.0428, grad_norm: 6.6051 2021-02-07 04:15:43,143 - mmaction - INFO - Epoch [77][2160/3757] lr: 1.000e-04, eta: 1 day, 0:20:35, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8820, loss_cls: 1.1142, loss: 1.1142, grad_norm: 6.7048 2021-02-07 04:15:52,000 - mmaction - INFO - Epoch [77][2180/3757] lr: 1.000e-04, eta: 1 day, 0:20:10, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8797, loss_cls: 1.1085, loss: 1.1085, grad_norm: 6.8971 2021-02-07 04:16:00,844 - mmaction - INFO - Epoch [77][2200/3757] lr: 1.000e-04, eta: 1 day, 0:19:46, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8938, loss_cls: 1.1187, loss: 1.1187, grad_norm: 6.8814 2021-02-07 04:16:09,720 - mmaction - INFO - Epoch [77][2220/3757] lr: 1.000e-04, eta: 1 day, 0:19:21, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8852, loss_cls: 1.0971, loss: 1.0971, grad_norm: 6.8729 2021-02-07 04:16:18,561 - mmaction - INFO - Epoch [77][2240/3757] lr: 1.000e-04, eta: 1 day, 0:18:56, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8945, loss_cls: 1.1281, loss: 1.1281, grad_norm: 7.0640 2021-02-07 04:16:27,423 - mmaction - INFO - Epoch [77][2260/3757] lr: 1.000e-04, eta: 1 day, 0:18:32, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9023, loss_cls: 0.9848, loss: 0.9848, grad_norm: 6.6106 2021-02-07 04:16:36,340 - mmaction - INFO - Epoch [77][2280/3757] lr: 1.000e-04, eta: 1 day, 0:18:07, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9039, loss_cls: 1.0589, loss: 1.0589, grad_norm: 7.0216 2021-02-07 04:16:45,223 - mmaction - INFO - Epoch [77][2300/3757] lr: 1.000e-04, eta: 1 day, 0:17:42, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8914, loss_cls: 1.0772, loss: 1.0772, grad_norm: 6.8630 2021-02-07 04:16:54,052 - mmaction - INFO - Epoch [77][2320/3757] lr: 1.000e-04, eta: 1 day, 0:17:18, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9031, loss_cls: 1.0411, loss: 1.0411, grad_norm: 6.7918 2021-02-07 04:17:02,902 - mmaction - INFO - Epoch [77][2340/3757] lr: 1.000e-04, eta: 1 day, 0:16:53, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.1262, loss: 1.1262, grad_norm: 7.0514 2021-02-07 04:17:11,749 - mmaction - INFO - Epoch [77][2360/3757] lr: 1.000e-04, eta: 1 day, 0:16:28, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8859, loss_cls: 1.1595, loss: 1.1595, grad_norm: 6.9881 2021-02-07 04:17:20,638 - mmaction - INFO - Epoch [77][2380/3757] lr: 1.000e-04, eta: 1 day, 0:16:04, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9039, loss_cls: 1.0047, loss: 1.0047, grad_norm: 6.6726 2021-02-07 04:17:29,457 - mmaction - INFO - Epoch [77][2400/3757] lr: 1.000e-04, eta: 1 day, 0:15:39, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1099, loss: 1.1099, grad_norm: 7.0194 2021-02-07 04:17:38,310 - mmaction - INFO - Epoch [77][2420/3757] lr: 1.000e-04, eta: 1 day, 0:15:15, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8984, loss_cls: 1.0316, loss: 1.0316, grad_norm: 6.7081 2021-02-07 04:17:47,146 - mmaction - INFO - Epoch [77][2440/3757] lr: 1.000e-04, eta: 1 day, 0:14:50, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.8938, loss_cls: 1.0414, loss: 1.0414, grad_norm: 6.5228 2021-02-07 04:17:55,992 - mmaction - INFO - Epoch [77][2460/3757] lr: 1.000e-04, eta: 1 day, 0:14:25, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8852, loss_cls: 1.1307, loss: 1.1307, grad_norm: 6.9295 2021-02-07 04:18:04,846 - mmaction - INFO - Epoch [77][2480/3757] lr: 1.000e-04, eta: 1 day, 0:14:01, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7578, top5_acc: 0.9086, loss_cls: 0.9833, loss: 0.9833, grad_norm: 6.4036 2021-02-07 04:18:13,733 - mmaction - INFO - Epoch [77][2500/3757] lr: 1.000e-04, eta: 1 day, 0:13:36, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8992, loss_cls: 1.0291, loss: 1.0291, grad_norm: 6.4991 2021-02-07 04:18:22,562 - mmaction - INFO - Epoch [77][2520/3757] lr: 1.000e-04, eta: 1 day, 0:13:11, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7555, top5_acc: 0.8945, loss_cls: 1.0523, loss: 1.0523, grad_norm: 6.5880 2021-02-07 04:18:31,394 - mmaction - INFO - Epoch [77][2540/3757] lr: 1.000e-04, eta: 1 day, 0:12:47, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9016, loss_cls: 1.0578, loss: 1.0578, grad_norm: 6.7788 2021-02-07 04:18:40,286 - mmaction - INFO - Epoch [77][2560/3757] lr: 1.000e-04, eta: 1 day, 0:12:22, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8953, loss_cls: 1.0902, loss: 1.0902, grad_norm: 7.0266 2021-02-07 04:18:49,131 - mmaction - INFO - Epoch [77][2580/3757] lr: 1.000e-04, eta: 1 day, 0:11:58, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9062, loss_cls: 1.0319, loss: 1.0319, grad_norm: 6.7628 2021-02-07 04:18:58,010 - mmaction - INFO - Epoch [77][2600/3757] lr: 1.000e-04, eta: 1 day, 0:11:33, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8867, loss_cls: 1.1262, loss: 1.1262, grad_norm: 6.8636 2021-02-07 04:19:06,896 - mmaction - INFO - Epoch [77][2620/3757] lr: 1.000e-04, eta: 1 day, 0:11:08, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8891, loss_cls: 1.0815, loss: 1.0815, grad_norm: 6.6234 2021-02-07 04:19:15,800 - mmaction - INFO - Epoch [77][2640/3757] lr: 1.000e-04, eta: 1 day, 0:10:44, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.9062, loss_cls: 1.0484, loss: 1.0484, grad_norm: 6.6825 2021-02-07 04:19:24,602 - mmaction - INFO - Epoch [77][2660/3757] lr: 1.000e-04, eta: 1 day, 0:10:19, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9023, loss_cls: 1.0453, loss: 1.0453, grad_norm: 6.5974 2021-02-07 04:19:33,431 - mmaction - INFO - Epoch [77][2680/3757] lr: 1.000e-04, eta: 1 day, 0:09:55, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8945, loss_cls: 1.0727, loss: 1.0727, grad_norm: 6.7684 2021-02-07 04:19:42,336 - mmaction - INFO - Epoch [77][2700/3757] lr: 1.000e-04, eta: 1 day, 0:09:30, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9062, loss_cls: 1.0275, loss: 1.0275, grad_norm: 6.7179 2021-02-07 04:19:51,213 - mmaction - INFO - Epoch [77][2720/3757] lr: 1.000e-04, eta: 1 day, 0:09:06, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9047, loss_cls: 0.9978, loss: 0.9978, grad_norm: 6.7466 2021-02-07 04:20:00,076 - mmaction - INFO - Epoch [77][2740/3757] lr: 1.000e-04, eta: 1 day, 0:08:41, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.9039, loss_cls: 1.0892, loss: 1.0892, grad_norm: 6.8194 2021-02-07 04:20:08,968 - mmaction - INFO - Epoch [77][2760/3757] lr: 1.000e-04, eta: 1 day, 0:08:16, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8828, loss_cls: 1.1151, loss: 1.1151, grad_norm: 6.8637 2021-02-07 04:20:17,788 - mmaction - INFO - Epoch [77][2780/3757] lr: 1.000e-04, eta: 1 day, 0:07:52, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8805, loss_cls: 1.1091, loss: 1.1091, grad_norm: 6.6803 2021-02-07 04:20:26,648 - mmaction - INFO - Epoch [77][2800/3757] lr: 1.000e-04, eta: 1 day, 0:07:27, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.1738, loss: 1.1738, grad_norm: 6.7313 2021-02-07 04:20:41,776 - mmaction - INFO - Epoch [77][2820/3757] lr: 1.000e-04, eta: 1 day, 0:07:05, time: 0.757, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9023, loss_cls: 1.0294, loss: 1.0294, grad_norm: 6.8255 2021-02-07 04:20:50,646 - mmaction - INFO - Epoch [77][2840/3757] lr: 1.000e-04, eta: 1 day, 0:06:41, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8938, loss_cls: 1.0722, loss: 1.0722, grad_norm: 6.5913 2021-02-07 04:21:13,345 - mmaction - INFO - Epoch [77][2860/3757] lr: 1.000e-04, eta: 1 day, 0:06:22, time: 1.135, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.0637, loss: 1.0637, grad_norm: 6.7515 2021-02-07 04:22:01,923 - mmaction - INFO - Epoch [77][2880/3757] lr: 1.000e-04, eta: 1 day, 0:06:14, time: 2.429, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8773, loss_cls: 1.1038, loss: 1.1038, grad_norm: 6.8094 2021-02-07 04:22:49,477 - mmaction - INFO - Epoch [77][2900/3757] lr: 1.000e-04, eta: 1 day, 0:06:06, time: 2.378, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9055, loss_cls: 1.0163, loss: 1.0163, grad_norm: 6.6751 2021-02-07 04:23:36,890 - mmaction - INFO - Epoch [77][2920/3757] lr: 1.000e-04, eta: 1 day, 0:05:58, time: 2.371, data_time: 0.249, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8852, loss_cls: 1.0650, loss: 1.0650, grad_norm: 6.5139 2021-02-07 04:23:45,622 - mmaction - INFO - Epoch [77][2940/3757] lr: 1.000e-04, eta: 1 day, 0:05:33, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8977, loss_cls: 1.0382, loss: 1.0382, grad_norm: 6.5859 2021-02-07 04:23:54,377 - mmaction - INFO - Epoch [77][2960/3757] lr: 1.000e-04, eta: 1 day, 0:05:09, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8961, loss_cls: 1.0385, loss: 1.0385, grad_norm: 6.7093 2021-02-07 04:24:03,147 - mmaction - INFO - Epoch [77][2980/3757] lr: 1.000e-04, eta: 1 day, 0:04:44, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9086, loss_cls: 0.9784, loss: 0.9784, grad_norm: 6.5333 2021-02-07 04:24:11,900 - mmaction - INFO - Epoch [77][3000/3757] lr: 1.000e-04, eta: 1 day, 0:04:20, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.0911, loss: 1.0911, grad_norm: 6.9650 2021-02-07 04:24:20,656 - mmaction - INFO - Epoch [77][3020/3757] lr: 1.000e-04, eta: 1 day, 0:03:55, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8797, loss_cls: 1.1871, loss: 1.1871, grad_norm: 6.9078 2021-02-07 04:24:43,528 - mmaction - INFO - Epoch [77][3040/3757] lr: 1.000e-04, eta: 1 day, 0:03:36, time: 1.143, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8977, loss_cls: 1.0713, loss: 1.0713, grad_norm: 6.8821 2021-02-07 04:24:52,276 - mmaction - INFO - Epoch [77][3060/3757] lr: 1.000e-04, eta: 1 day, 0:03:12, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9109, loss_cls: 1.0058, loss: 1.0058, grad_norm: 6.9464 2021-02-07 04:25:01,074 - mmaction - INFO - Epoch [77][3080/3757] lr: 1.000e-04, eta: 1 day, 0:02:47, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9000, loss_cls: 1.0358, loss: 1.0358, grad_norm: 6.6058 2021-02-07 04:25:09,876 - mmaction - INFO - Epoch [77][3100/3757] lr: 1.000e-04, eta: 1 day, 0:02:23, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9008, loss_cls: 1.0023, loss: 1.0023, grad_norm: 6.5360 2021-02-07 04:25:18,787 - mmaction - INFO - Epoch [77][3120/3757] lr: 1.000e-04, eta: 1 day, 0:01:58, time: 0.445, data_time: 0.002, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8906, loss_cls: 1.0753, loss: 1.0753, grad_norm: 6.7857 2021-02-07 04:25:27,616 - mmaction - INFO - Epoch [77][3140/3757] lr: 1.000e-04, eta: 1 day, 0:01:34, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9000, loss_cls: 1.0490, loss: 1.0490, grad_norm: 6.6678 2021-02-07 04:25:36,493 - mmaction - INFO - Epoch [77][3160/3757] lr: 1.000e-04, eta: 1 day, 0:01:09, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9078, loss_cls: 1.0175, loss: 1.0175, grad_norm: 6.7343 2021-02-07 04:25:45,286 - mmaction - INFO - Epoch [77][3180/3757] lr: 1.000e-04, eta: 1 day, 0:00:45, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8945, loss_cls: 1.0836, loss: 1.0836, grad_norm: 6.7748 2021-02-07 04:25:54,176 - mmaction - INFO - Epoch [77][3200/3757] lr: 1.000e-04, eta: 1 day, 0:00:20, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8953, loss_cls: 1.0903, loss: 1.0903, grad_norm: 7.0642 2021-02-07 04:26:03,022 - mmaction - INFO - Epoch [77][3220/3757] lr: 1.000e-04, eta: 23:59:56, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8977, loss_cls: 1.0802, loss: 1.0802, grad_norm: 6.8876 2021-02-07 04:26:11,834 - mmaction - INFO - Epoch [77][3240/3757] lr: 1.000e-04, eta: 23:59:31, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9062, loss_cls: 0.9973, loss: 0.9973, grad_norm: 6.6657 2021-02-07 04:26:21,054 - mmaction - INFO - Epoch [77][3260/3757] lr: 1.000e-04, eta: 23:59:07, time: 0.461, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8812, loss_cls: 1.1206, loss: 1.1206, grad_norm: 6.8725 2021-02-07 04:26:30,955 - mmaction - INFO - Epoch [77][3280/3757] lr: 1.000e-04, eta: 23:58:43, time: 0.495, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8789, loss_cls: 1.1595, loss: 1.1595, grad_norm: 6.9856 2021-02-07 04:26:39,745 - mmaction - INFO - Epoch [77][3300/3757] lr: 1.000e-04, eta: 23:58:18, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8977, loss_cls: 1.0452, loss: 1.0452, grad_norm: 6.8463 2021-02-07 04:26:48,538 - mmaction - INFO - Epoch [77][3320/3757] lr: 1.000e-04, eta: 23:57:54, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8898, loss_cls: 1.1072, loss: 1.1072, grad_norm: 6.8876 2021-02-07 04:26:57,366 - mmaction - INFO - Epoch [77][3340/3757] lr: 1.000e-04, eta: 23:57:29, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9023, loss_cls: 1.0577, loss: 1.0577, grad_norm: 6.7236 2021-02-07 04:27:06,252 - mmaction - INFO - Epoch [77][3360/3757] lr: 1.000e-04, eta: 23:57:05, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1441, loss: 1.1441, grad_norm: 6.9643 2021-02-07 04:27:15,041 - mmaction - INFO - Epoch [77][3380/3757] lr: 1.000e-04, eta: 23:56:40, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.9016, loss_cls: 1.0746, loss: 1.0746, grad_norm: 6.8469 2021-02-07 04:27:23,846 - mmaction - INFO - Epoch [77][3400/3757] lr: 1.000e-04, eta: 23:56:15, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9008, loss_cls: 1.0539, loss: 1.0539, grad_norm: 6.6480 2021-02-07 04:27:32,698 - mmaction - INFO - Epoch [77][3420/3757] lr: 1.000e-04, eta: 23:55:51, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8961, loss_cls: 1.0759, loss: 1.0759, grad_norm: 6.8872 2021-02-07 04:27:41,512 - mmaction - INFO - Epoch [77][3440/3757] lr: 1.000e-04, eta: 23:55:26, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9031, loss_cls: 1.1013, loss: 1.1013, grad_norm: 6.9408 2021-02-07 04:27:50,365 - mmaction - INFO - Epoch [77][3460/3757] lr: 1.000e-04, eta: 23:55:02, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8883, loss_cls: 1.0869, loss: 1.0869, grad_norm: 6.8901 2021-02-07 04:27:59,200 - mmaction - INFO - Epoch [77][3480/3757] lr: 1.000e-04, eta: 23:54:38, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8953, loss_cls: 1.0821, loss: 1.0821, grad_norm: 6.6568 2021-02-07 04:28:08,012 - mmaction - INFO - Epoch [77][3500/3757] lr: 1.000e-04, eta: 23:54:13, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8992, loss_cls: 1.1076, loss: 1.1076, grad_norm: 6.8751 2021-02-07 04:28:16,859 - mmaction - INFO - Epoch [77][3520/3757] lr: 1.000e-04, eta: 23:53:49, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8977, loss_cls: 1.0807, loss: 1.0807, grad_norm: 6.5214 2021-02-07 04:28:25,718 - mmaction - INFO - Epoch [77][3540/3757] lr: 1.000e-04, eta: 23:53:24, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8906, loss_cls: 1.0881, loss: 1.0881, grad_norm: 6.8153 2021-02-07 04:28:34,590 - mmaction - INFO - Epoch [77][3560/3757] lr: 1.000e-04, eta: 23:53:00, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9047, loss_cls: 1.0191, loss: 1.0191, grad_norm: 6.6789 2021-02-07 04:28:43,496 - mmaction - INFO - Epoch [77][3580/3757] lr: 1.000e-04, eta: 23:52:35, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.9047, loss_cls: 1.0397, loss: 1.0397, grad_norm: 6.8644 2021-02-07 04:28:52,329 - mmaction - INFO - Epoch [77][3600/3757] lr: 1.000e-04, eta: 23:52:11, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8969, loss_cls: 1.0319, loss: 1.0319, grad_norm: 6.6296 2021-02-07 04:29:01,158 - mmaction - INFO - Epoch [77][3620/3757] lr: 1.000e-04, eta: 23:51:46, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7688, top5_acc: 0.9023, loss_cls: 0.9950, loss: 0.9950, grad_norm: 6.4839 2021-02-07 04:29:26,490 - mmaction - INFO - Epoch [77][3640/3757] lr: 1.000e-04, eta: 23:51:29, time: 1.266, data_time: 0.004, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8820, loss_cls: 1.1234, loss: 1.1234, grad_norm: 6.9356 2021-02-07 04:29:35,272 - mmaction - INFO - Epoch [77][3660/3757] lr: 1.000e-04, eta: 23:51:04, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8891, loss_cls: 1.0434, loss: 1.0434, grad_norm: 6.4855 2021-02-07 04:29:44,049 - mmaction - INFO - Epoch [77][3680/3757] lr: 1.000e-04, eta: 23:50:40, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8977, loss_cls: 1.0310, loss: 1.0310, grad_norm: 6.6815 2021-02-07 04:29:54,309 - mmaction - INFO - Epoch [77][3700/3757] lr: 1.000e-04, eta: 23:50:16, time: 0.513, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8922, loss_cls: 1.0715, loss: 1.0715, grad_norm: 6.4962 2021-02-07 04:30:03,094 - mmaction - INFO - Epoch [77][3720/3757] lr: 1.000e-04, eta: 23:49:51, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9008, loss_cls: 1.0708, loss: 1.0708, grad_norm: 6.8191 2021-02-07 04:30:11,974 - mmaction - INFO - Epoch [77][3740/3757] lr: 1.000e-04, eta: 23:49:27, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8992, loss_cls: 1.0740, loss: 1.0740, grad_norm: 6.5942 2021-02-07 04:30:20,021 - mmaction - INFO - Saving checkpoint at 77 epochs 2021-02-07 04:30:45,232 - mmaction - INFO - Epoch [78][20/3757] lr: 1.000e-04, eta: 23:48:45, time: 1.222, data_time: 0.710, memory: 7141, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9886, loss: 0.9886, grad_norm: 6.6791 2021-02-07 04:30:54,050 - mmaction - INFO - Epoch [78][40/3757] lr: 1.000e-04, eta: 23:48:21, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9094, loss_cls: 0.9919, loss: 0.9919, grad_norm: 6.6841 2021-02-07 04:31:02,844 - mmaction - INFO - Epoch [78][60/3757] lr: 1.000e-04, eta: 23:47:56, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8945, loss_cls: 1.0789, loss: 1.0789, grad_norm: 6.9449 2021-02-07 04:31:11,685 - mmaction - INFO - Epoch [78][80/3757] lr: 1.000e-04, eta: 23:47:32, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9016, loss_cls: 1.0206, loss: 1.0206, grad_norm: 6.6045 2021-02-07 04:31:20,493 - mmaction - INFO - Epoch [78][100/3757] lr: 1.000e-04, eta: 23:47:07, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8773, loss_cls: 1.1251, loss: 1.1251, grad_norm: 6.7452 2021-02-07 04:31:29,347 - mmaction - INFO - Epoch [78][120/3757] lr: 1.000e-04, eta: 23:46:43, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.1049, loss: 1.1049, grad_norm: 6.7968 2021-02-07 04:31:38,165 - mmaction - INFO - Epoch [78][140/3757] lr: 1.000e-04, eta: 23:46:18, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8922, loss_cls: 1.0976, loss: 1.0976, grad_norm: 6.7153 2021-02-07 04:31:47,022 - mmaction - INFO - Epoch [78][160/3757] lr: 1.000e-04, eta: 23:45:54, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8961, loss_cls: 1.0448, loss: 1.0448, grad_norm: 6.7168 2021-02-07 04:31:55,878 - mmaction - INFO - Epoch [78][180/3757] lr: 1.000e-04, eta: 23:45:30, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8859, loss_cls: 1.0928, loss: 1.0928, grad_norm: 6.7726 2021-02-07 04:32:04,769 - mmaction - INFO - Epoch [78][200/3757] lr: 1.000e-04, eta: 23:45:05, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7555, top5_acc: 0.8977, loss_cls: 1.0248, loss: 1.0248, grad_norm: 6.6693 2021-02-07 04:32:13,626 - mmaction - INFO - Epoch [78][220/3757] lr: 1.000e-04, eta: 23:44:41, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8875, loss_cls: 1.1062, loss: 1.1062, grad_norm: 6.7977 2021-02-07 04:32:22,556 - mmaction - INFO - Epoch [78][240/3757] lr: 1.000e-04, eta: 23:44:16, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8828, loss_cls: 1.1151, loss: 1.1151, grad_norm: 6.8456 2021-02-07 04:32:31,388 - mmaction - INFO - Epoch [78][260/3757] lr: 1.000e-04, eta: 23:43:52, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8953, loss_cls: 1.0808, loss: 1.0808, grad_norm: 6.8242 2021-02-07 04:32:40,175 - mmaction - INFO - Epoch [78][280/3757] lr: 1.000e-04, eta: 23:43:27, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8836, loss_cls: 1.1312, loss: 1.1312, grad_norm: 6.7957 2021-02-07 04:32:49,045 - mmaction - INFO - Epoch [78][300/3757] lr: 1.000e-04, eta: 23:43:03, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9047, loss_cls: 1.0071, loss: 1.0071, grad_norm: 6.8868 2021-02-07 04:32:57,889 - mmaction - INFO - Epoch [78][320/3757] lr: 1.000e-04, eta: 23:42:39, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8969, loss_cls: 1.0881, loss: 1.0881, grad_norm: 7.0721 2021-02-07 04:33:06,752 - mmaction - INFO - Epoch [78][340/3757] lr: 1.000e-04, eta: 23:42:14, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7664, top5_acc: 0.9156, loss_cls: 0.9353, loss: 0.9353, grad_norm: 6.5304 2021-02-07 04:33:15,550 - mmaction - INFO - Epoch [78][360/3757] lr: 1.000e-04, eta: 23:41:50, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9062, loss_cls: 1.0030, loss: 1.0030, grad_norm: 6.5668 2021-02-07 04:33:24,421 - mmaction - INFO - Epoch [78][380/3757] lr: 1.000e-04, eta: 23:41:26, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8961, loss_cls: 1.0896, loss: 1.0896, grad_norm: 6.9548 2021-02-07 04:33:33,284 - mmaction - INFO - Epoch [78][400/3757] lr: 1.000e-04, eta: 23:41:01, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8836, loss_cls: 1.0932, loss: 1.0932, grad_norm: 6.7817 2021-02-07 04:33:42,142 - mmaction - INFO - Epoch [78][420/3757] lr: 1.000e-04, eta: 23:40:37, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8953, loss_cls: 1.0743, loss: 1.0743, grad_norm: 6.4188 2021-02-07 04:33:51,002 - mmaction - INFO - Epoch [78][440/3757] lr: 1.000e-04, eta: 23:40:12, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8992, loss_cls: 1.0357, loss: 1.0357, grad_norm: 6.6563 2021-02-07 04:33:59,811 - mmaction - INFO - Epoch [78][460/3757] lr: 1.000e-04, eta: 23:39:48, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9055, loss_cls: 1.0144, loss: 1.0144, grad_norm: 6.5320 2021-02-07 04:34:08,622 - mmaction - INFO - Epoch [78][480/3757] lr: 1.000e-04, eta: 23:39:24, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8938, loss_cls: 1.0659, loss: 1.0659, grad_norm: 6.6830 2021-02-07 04:34:17,438 - mmaction - INFO - Epoch [78][500/3757] lr: 1.000e-04, eta: 23:38:59, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.0854, loss: 1.0854, grad_norm: 6.8358 2021-02-07 04:34:26,220 - mmaction - INFO - Epoch [78][520/3757] lr: 1.000e-04, eta: 23:38:35, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8797, loss_cls: 1.1415, loss: 1.1415, grad_norm: 6.8937 2021-02-07 04:34:35,071 - mmaction - INFO - Epoch [78][540/3757] lr: 1.000e-04, eta: 23:38:10, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8984, loss_cls: 1.0399, loss: 1.0399, grad_norm: 6.7116 2021-02-07 04:34:43,916 - mmaction - INFO - Epoch [78][560/3757] lr: 1.000e-04, eta: 23:37:46, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2031, loss: 1.2031, grad_norm: 7.0816 2021-02-07 04:34:52,747 - mmaction - INFO - Epoch [78][580/3757] lr: 1.000e-04, eta: 23:37:22, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8969, loss_cls: 1.0913, loss: 1.0913, grad_norm: 6.9420 2021-02-07 04:35:01,577 - mmaction - INFO - Epoch [78][600/3757] lr: 1.000e-04, eta: 23:36:57, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8984, loss_cls: 1.0759, loss: 1.0759, grad_norm: 6.8266 2021-02-07 04:35:10,395 - mmaction - INFO - Epoch [78][620/3757] lr: 1.000e-04, eta: 23:36:33, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9023, loss_cls: 1.0117, loss: 1.0117, grad_norm: 6.5121 2021-02-07 04:35:19,220 - mmaction - INFO - Epoch [78][640/3757] lr: 1.000e-04, eta: 23:36:09, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7578, top5_acc: 0.9047, loss_cls: 1.0105, loss: 1.0105, grad_norm: 6.6674 2021-02-07 04:35:28,079 - mmaction - INFO - Epoch [78][660/3757] lr: 1.000e-04, eta: 23:35:44, time: 0.443, data_time: 0.002, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9070, loss_cls: 1.0302, loss: 1.0302, grad_norm: 6.5956 2021-02-07 04:35:36,930 - mmaction - INFO - Epoch [78][680/3757] lr: 1.000e-04, eta: 23:35:20, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9000, loss_cls: 1.0562, loss: 1.0562, grad_norm: 6.7234 2021-02-07 04:35:45,781 - mmaction - INFO - Epoch [78][700/3757] lr: 1.000e-04, eta: 23:34:56, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9008, loss_cls: 1.0131, loss: 1.0131, grad_norm: 6.4570 2021-02-07 04:35:54,650 - mmaction - INFO - Epoch [78][720/3757] lr: 1.000e-04, eta: 23:34:31, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8852, loss_cls: 1.0781, loss: 1.0781, grad_norm: 6.6791 2021-02-07 04:36:03,457 - mmaction - INFO - Epoch [78][740/3757] lr: 1.000e-04, eta: 23:34:07, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8859, loss_cls: 1.1051, loss: 1.1051, grad_norm: 6.9217 2021-02-07 04:36:12,296 - mmaction - INFO - Epoch [78][760/3757] lr: 1.000e-04, eta: 23:33:43, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.0914, loss: 1.0914, grad_norm: 6.9112 2021-02-07 04:36:21,090 - mmaction - INFO - Epoch [78][780/3757] lr: 1.000e-04, eta: 23:33:18, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1383, loss: 1.1383, grad_norm: 6.9201 2021-02-07 04:36:29,947 - mmaction - INFO - Epoch [78][800/3757] lr: 1.000e-04, eta: 23:32:54, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.9031, loss_cls: 1.0881, loss: 1.0881, grad_norm: 6.9075 2021-02-07 04:36:38,775 - mmaction - INFO - Epoch [78][820/3757] lr: 1.000e-04, eta: 23:32:30, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7570, top5_acc: 0.9078, loss_cls: 0.9581, loss: 0.9581, grad_norm: 6.2714 2021-02-07 04:36:47,581 - mmaction - INFO - Epoch [78][840/3757] lr: 1.000e-04, eta: 23:32:05, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8875, loss_cls: 1.1096, loss: 1.1096, grad_norm: 6.7175 2021-02-07 04:36:56,398 - mmaction - INFO - Epoch [78][860/3757] lr: 1.000e-04, eta: 23:31:41, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.8906, loss_cls: 1.0477, loss: 1.0477, grad_norm: 6.6303 2021-02-07 04:37:05,302 - mmaction - INFO - Epoch [78][880/3757] lr: 1.000e-04, eta: 23:31:17, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8898, loss_cls: 1.0617, loss: 1.0617, grad_norm: 6.7237 2021-02-07 04:37:14,095 - mmaction - INFO - Epoch [78][900/3757] lr: 1.000e-04, eta: 23:30:52, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9016, loss_cls: 1.0520, loss: 1.0520, grad_norm: 6.7280 2021-02-07 04:37:22,961 - mmaction - INFO - Epoch [78][920/3757] lr: 1.000e-04, eta: 23:30:28, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9086, loss_cls: 0.9832, loss: 0.9832, grad_norm: 6.5193 2021-02-07 04:37:31,832 - mmaction - INFO - Epoch [78][940/3757] lr: 1.000e-04, eta: 23:30:04, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8938, loss_cls: 1.0640, loss: 1.0640, grad_norm: 6.7010 2021-02-07 04:37:40,707 - mmaction - INFO - Epoch [78][960/3757] lr: 1.000e-04, eta: 23:29:39, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8961, loss_cls: 1.0388, loss: 1.0388, grad_norm: 6.5638 2021-02-07 04:37:49,547 - mmaction - INFO - Epoch [78][980/3757] lr: 1.000e-04, eta: 23:29:15, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8922, loss_cls: 1.1134, loss: 1.1134, grad_norm: 7.0743 2021-02-07 04:37:58,426 - mmaction - INFO - Epoch [78][1000/3757] lr: 1.000e-04, eta: 23:28:51, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7500, top5_acc: 0.8992, loss_cls: 1.0427, loss: 1.0427, grad_norm: 6.6288 2021-02-07 04:38:07,296 - mmaction - INFO - Epoch [78][1020/3757] lr: 1.000e-04, eta: 23:28:26, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7531, top5_acc: 0.8898, loss_cls: 1.0696, loss: 1.0696, grad_norm: 6.7890 2021-02-07 04:38:16,167 - mmaction - INFO - Epoch [78][1040/3757] lr: 1.000e-04, eta: 23:28:02, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8742, loss_cls: 1.1523, loss: 1.1523, grad_norm: 6.9362 2021-02-07 04:38:25,016 - mmaction - INFO - Epoch [78][1060/3757] lr: 1.000e-04, eta: 23:27:38, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9039, loss_cls: 1.0545, loss: 1.0545, grad_norm: 6.8828 2021-02-07 04:38:33,848 - mmaction - INFO - Epoch [78][1080/3757] lr: 1.000e-04, eta: 23:27:14, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8930, loss_cls: 1.0597, loss: 1.0597, grad_norm: 6.6338 2021-02-07 04:38:42,714 - mmaction - INFO - Epoch [78][1100/3757] lr: 1.000e-04, eta: 23:26:49, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8930, loss_cls: 1.0753, loss: 1.0753, grad_norm: 6.9612 2021-02-07 04:38:51,504 - mmaction - INFO - Epoch [78][1120/3757] lr: 1.000e-04, eta: 23:26:25, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8867, loss_cls: 1.0684, loss: 1.0684, grad_norm: 6.4947 2021-02-07 04:39:00,309 - mmaction - INFO - Epoch [78][1140/3757] lr: 1.000e-04, eta: 23:26:01, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9070, loss_cls: 1.0397, loss: 1.0397, grad_norm: 6.8155 2021-02-07 04:39:09,160 - mmaction - INFO - Epoch [78][1160/3757] lr: 1.000e-04, eta: 23:25:36, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9047, loss_cls: 1.0412, loss: 1.0412, grad_norm: 6.8775 2021-02-07 04:39:18,037 - mmaction - INFO - Epoch [78][1180/3757] lr: 1.000e-04, eta: 23:25:12, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0845, loss: 1.0845, grad_norm: 7.1139 2021-02-07 04:39:26,921 - mmaction - INFO - Epoch [78][1200/3757] lr: 1.000e-04, eta: 23:24:48, time: 0.444, data_time: 0.003, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8977, loss_cls: 1.0924, loss: 1.0924, grad_norm: 6.8433 2021-02-07 04:39:35,769 - mmaction - INFO - Epoch [78][1220/3757] lr: 1.000e-04, eta: 23:24:24, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9016, loss_cls: 1.0480, loss: 1.0480, grad_norm: 6.7385 2021-02-07 04:39:44,587 - mmaction - INFO - Epoch [78][1240/3757] lr: 1.000e-04, eta: 23:23:59, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.0678, loss: 1.0678, grad_norm: 6.7071 2021-02-07 04:39:53,424 - mmaction - INFO - Epoch [78][1260/3757] lr: 1.000e-04, eta: 23:23:35, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9047, loss_cls: 0.9665, loss: 0.9665, grad_norm: 6.8064 2021-02-07 04:40:02,237 - mmaction - INFO - Epoch [78][1280/3757] lr: 1.000e-04, eta: 23:23:11, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9047, loss_cls: 1.0420, loss: 1.0420, grad_norm: 6.8311 2021-02-07 04:40:11,059 - mmaction - INFO - Epoch [78][1300/3757] lr: 1.000e-04, eta: 23:22:47, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9016, loss_cls: 0.9859, loss: 0.9859, grad_norm: 6.7244 2021-02-07 04:40:19,884 - mmaction - INFO - Epoch [78][1320/3757] lr: 1.000e-04, eta: 23:22:22, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9039, loss_cls: 1.0443, loss: 1.0443, grad_norm: 6.9144 2021-02-07 04:40:28,733 - mmaction - INFO - Epoch [78][1340/3757] lr: 1.000e-04, eta: 23:21:58, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9008, loss_cls: 1.0256, loss: 1.0256, grad_norm: 6.6650 2021-02-07 04:40:37,592 - mmaction - INFO - Epoch [78][1360/3757] lr: 1.000e-04, eta: 23:21:34, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8984, loss_cls: 1.0638, loss: 1.0638, grad_norm: 6.6424 2021-02-07 04:40:46,442 - mmaction - INFO - Epoch [78][1380/3757] lr: 1.000e-04, eta: 23:21:10, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.9039, loss_cls: 1.0685, loss: 1.0685, grad_norm: 6.9778 2021-02-07 04:40:55,343 - mmaction - INFO - Epoch [78][1400/3757] lr: 1.000e-04, eta: 23:20:45, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.1148, loss: 1.1148, grad_norm: 7.0651 2021-02-07 04:41:04,173 - mmaction - INFO - Epoch [78][1420/3757] lr: 1.000e-04, eta: 23:20:21, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8914, loss_cls: 1.0523, loss: 1.0523, grad_norm: 6.6506 2021-02-07 04:41:13,073 - mmaction - INFO - Epoch [78][1440/3757] lr: 1.000e-04, eta: 23:19:57, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9016, loss_cls: 1.0171, loss: 1.0171, grad_norm: 6.7738 2021-02-07 04:41:21,951 - mmaction - INFO - Epoch [78][1460/3757] lr: 1.000e-04, eta: 23:19:33, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1243, loss: 1.1243, grad_norm: 7.1848 2021-02-07 04:41:30,812 - mmaction - INFO - Epoch [78][1480/3757] lr: 1.000e-04, eta: 23:19:09, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8922, loss_cls: 1.0899, loss: 1.0899, grad_norm: 6.7358 2021-02-07 04:41:39,678 - mmaction - INFO - Epoch [78][1500/3757] lr: 1.000e-04, eta: 23:18:44, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7555, top5_acc: 0.8961, loss_cls: 1.0391, loss: 1.0391, grad_norm: 6.6242 2021-02-07 04:41:48,507 - mmaction - INFO - Epoch [78][1520/3757] lr: 1.000e-04, eta: 23:18:20, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9055, loss_cls: 1.0302, loss: 1.0302, grad_norm: 6.5366 2021-02-07 04:41:57,318 - mmaction - INFO - Epoch [78][1540/3757] lr: 1.000e-04, eta: 23:17:56, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8953, loss_cls: 1.0495, loss: 1.0495, grad_norm: 6.5453 2021-02-07 04:42:06,208 - mmaction - INFO - Epoch [78][1560/3757] lr: 1.000e-04, eta: 23:17:32, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8930, loss_cls: 1.0970, loss: 1.0970, grad_norm: 6.8275 2021-02-07 04:42:15,069 - mmaction - INFO - Epoch [78][1580/3757] lr: 1.000e-04, eta: 23:17:07, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8844, loss_cls: 1.1119, loss: 1.1119, grad_norm: 6.8150 2021-02-07 04:42:23,884 - mmaction - INFO - Epoch [78][1600/3757] lr: 1.000e-04, eta: 23:16:43, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.9109, loss_cls: 1.0416, loss: 1.0416, grad_norm: 6.7641 2021-02-07 04:42:32,770 - mmaction - INFO - Epoch [78][1620/3757] lr: 1.000e-04, eta: 23:16:19, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8891, loss_cls: 1.1205, loss: 1.1205, grad_norm: 7.0831 2021-02-07 04:42:41,614 - mmaction - INFO - Epoch [78][1640/3757] lr: 1.000e-04, eta: 23:15:55, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8984, loss_cls: 1.0582, loss: 1.0582, grad_norm: 6.8545 2021-02-07 04:42:50,510 - mmaction - INFO - Epoch [78][1660/3757] lr: 1.000e-04, eta: 23:15:31, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9062, loss_cls: 1.0223, loss: 1.0223, grad_norm: 6.7605 2021-02-07 04:42:59,321 - mmaction - INFO - Epoch [78][1680/3757] lr: 1.000e-04, eta: 23:15:06, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8969, loss_cls: 1.0430, loss: 1.0430, grad_norm: 6.8611 2021-02-07 04:43:08,142 - mmaction - INFO - Epoch [78][1700/3757] lr: 1.000e-04, eta: 23:14:42, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7586, top5_acc: 0.9016, loss_cls: 1.0161, loss: 1.0161, grad_norm: 6.5253 2021-02-07 04:43:17,014 - mmaction - INFO - Epoch [78][1720/3757] lr: 1.000e-04, eta: 23:14:18, time: 0.444, data_time: 0.002, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8953, loss_cls: 1.0743, loss: 1.0743, grad_norm: 6.5209 2021-02-07 04:43:25,865 - mmaction - INFO - Epoch [78][1740/3757] lr: 1.000e-04, eta: 23:13:54, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8875, loss_cls: 1.0724, loss: 1.0724, grad_norm: 6.6024 2021-02-07 04:43:34,703 - mmaction - INFO - Epoch [78][1760/3757] lr: 1.000e-04, eta: 23:13:30, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8930, loss_cls: 1.0971, loss: 1.0971, grad_norm: 6.8542 2021-02-07 04:43:43,551 - mmaction - INFO - Epoch [78][1780/3757] lr: 1.000e-04, eta: 23:13:05, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1562, loss: 1.1562, grad_norm: 7.1957 2021-02-07 04:43:52,397 - mmaction - INFO - Epoch [78][1800/3757] lr: 1.000e-04, eta: 23:12:41, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9039, loss_cls: 1.0546, loss: 1.0546, grad_norm: 6.6870 2021-02-07 04:44:01,325 - mmaction - INFO - Epoch [78][1820/3757] lr: 1.000e-04, eta: 23:12:17, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.0843, loss: 1.0843, grad_norm: 6.9684 2021-02-07 04:44:10,156 - mmaction - INFO - Epoch [78][1840/3757] lr: 1.000e-04, eta: 23:11:53, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7578, top5_acc: 0.9078, loss_cls: 0.9966, loss: 0.9966, grad_norm: 6.6025 2021-02-07 04:44:19,017 - mmaction - INFO - Epoch [78][1860/3757] lr: 1.000e-04, eta: 23:11:29, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8945, loss_cls: 1.0858, loss: 1.0858, grad_norm: 6.7015 2021-02-07 04:44:27,834 - mmaction - INFO - Epoch [78][1880/3757] lr: 1.000e-04, eta: 23:11:05, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8883, loss_cls: 1.1177, loss: 1.1177, grad_norm: 6.8994 2021-02-07 04:44:36,682 - mmaction - INFO - Epoch [78][1900/3757] lr: 1.000e-04, eta: 23:10:40, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.9039, loss_cls: 1.0511, loss: 1.0511, grad_norm: 7.0078 2021-02-07 04:44:45,500 - mmaction - INFO - Epoch [78][1920/3757] lr: 1.000e-04, eta: 23:10:16, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7570, top5_acc: 0.8992, loss_cls: 1.0219, loss: 1.0219, grad_norm: 6.6471 2021-02-07 04:44:54,344 - mmaction - INFO - Epoch [78][1940/3757] lr: 1.000e-04, eta: 23:09:52, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9078, loss_cls: 1.0436, loss: 1.0436, grad_norm: 6.8789 2021-02-07 04:45:03,157 - mmaction - INFO - Epoch [78][1960/3757] lr: 1.000e-04, eta: 23:09:28, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9000, loss_cls: 1.0386, loss: 1.0386, grad_norm: 6.7379 2021-02-07 04:45:11,972 - mmaction - INFO - Epoch [78][1980/3757] lr: 1.000e-04, eta: 23:09:04, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9055, loss_cls: 0.9926, loss: 0.9926, grad_norm: 6.8959 2021-02-07 04:45:20,834 - mmaction - INFO - Epoch [78][2000/3757] lr: 1.000e-04, eta: 23:08:40, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9070, loss_cls: 0.9758, loss: 0.9758, grad_norm: 6.5176 2021-02-07 04:45:29,715 - mmaction - INFO - Epoch [78][2020/3757] lr: 1.000e-04, eta: 23:08:15, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8836, loss_cls: 1.1283, loss: 1.1283, grad_norm: 7.0206 2021-02-07 04:45:38,552 - mmaction - INFO - Epoch [78][2040/3757] lr: 1.000e-04, eta: 23:07:51, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8930, loss_cls: 1.0704, loss: 1.0704, grad_norm: 6.9295 2021-02-07 04:45:47,415 - mmaction - INFO - Epoch [78][2060/3757] lr: 1.000e-04, eta: 23:07:27, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8977, loss_cls: 1.0749, loss: 1.0749, grad_norm: 6.8309 2021-02-07 04:45:56,230 - mmaction - INFO - Epoch [78][2080/3757] lr: 1.000e-04, eta: 23:07:03, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8945, loss_cls: 1.0912, loss: 1.0912, grad_norm: 6.8745 2021-02-07 04:46:05,043 - mmaction - INFO - Epoch [78][2100/3757] lr: 1.000e-04, eta: 23:06:39, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9023, loss_cls: 1.0359, loss: 1.0359, grad_norm: 6.6875 2021-02-07 04:46:13,870 - mmaction - INFO - Epoch [78][2120/3757] lr: 1.000e-04, eta: 23:06:15, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8914, loss_cls: 1.0668, loss: 1.0668, grad_norm: 6.8322 2021-02-07 04:46:22,757 - mmaction - INFO - Epoch [78][2140/3757] lr: 1.000e-04, eta: 23:05:51, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8883, loss_cls: 1.1272, loss: 1.1272, grad_norm: 6.8465 2021-02-07 04:46:31,567 - mmaction - INFO - Epoch [78][2160/3757] lr: 1.000e-04, eta: 23:05:27, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8844, loss_cls: 1.1384, loss: 1.1384, grad_norm: 7.2205 2021-02-07 04:46:40,393 - mmaction - INFO - Epoch [78][2180/3757] lr: 1.000e-04, eta: 23:05:02, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8953, loss_cls: 1.0508, loss: 1.0508, grad_norm: 6.6085 2021-02-07 04:46:49,247 - mmaction - INFO - Epoch [78][2200/3757] lr: 1.000e-04, eta: 23:04:38, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8953, loss_cls: 1.0580, loss: 1.0580, grad_norm: 6.7394 2021-02-07 04:46:58,053 - mmaction - INFO - Epoch [78][2220/3757] lr: 1.000e-04, eta: 23:04:14, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8820, loss_cls: 1.1205, loss: 1.1205, grad_norm: 6.8251 2021-02-07 04:47:06,896 - mmaction - INFO - Epoch [78][2240/3757] lr: 1.000e-04, eta: 23:03:50, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8953, loss_cls: 1.0497, loss: 1.0497, grad_norm: 6.6736 2021-02-07 04:47:15,782 - mmaction - INFO - Epoch [78][2260/3757] lr: 1.000e-04, eta: 23:03:26, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8984, loss_cls: 1.0823, loss: 1.0823, grad_norm: 6.8032 2021-02-07 04:47:24,686 - mmaction - INFO - Epoch [78][2280/3757] lr: 1.000e-04, eta: 23:03:02, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8961, loss_cls: 1.0772, loss: 1.0772, grad_norm: 7.0064 2021-02-07 04:47:33,564 - mmaction - INFO - Epoch [78][2300/3757] lr: 1.000e-04, eta: 23:02:38, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8922, loss_cls: 1.0697, loss: 1.0697, grad_norm: 6.5839 2021-02-07 04:47:42,419 - mmaction - INFO - Epoch [78][2320/3757] lr: 1.000e-04, eta: 23:02:14, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.1204, loss: 1.1204, grad_norm: 6.9970 2021-02-07 04:47:51,238 - mmaction - INFO - Epoch [78][2340/3757] lr: 1.000e-04, eta: 23:01:50, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.8930, loss_cls: 1.0635, loss: 1.0635, grad_norm: 6.7110 2021-02-07 04:48:00,079 - mmaction - INFO - Epoch [78][2360/3757] lr: 1.000e-04, eta: 23:01:25, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8906, loss_cls: 1.0315, loss: 1.0315, grad_norm: 6.7235 2021-02-07 04:48:08,985 - mmaction - INFO - Epoch [78][2380/3757] lr: 1.000e-04, eta: 23:01:01, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7516, top5_acc: 0.8938, loss_cls: 1.0569, loss: 1.0569, grad_norm: 6.6564 2021-02-07 04:48:17,844 - mmaction - INFO - Epoch [78][2400/3757] lr: 1.000e-04, eta: 23:00:37, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7570, top5_acc: 0.9062, loss_cls: 0.9945, loss: 0.9945, grad_norm: 6.8554 2021-02-07 04:48:26,748 - mmaction - INFO - Epoch [78][2420/3757] lr: 1.000e-04, eta: 23:00:13, time: 0.446, data_time: 0.004, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8812, loss_cls: 1.0762, loss: 1.0762, grad_norm: 6.8005 2021-02-07 04:48:35,583 - mmaction - INFO - Epoch [78][2440/3757] lr: 1.000e-04, eta: 22:59:49, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7570, top5_acc: 0.8938, loss_cls: 1.0316, loss: 1.0316, grad_norm: 6.6524 2021-02-07 04:48:44,488 - mmaction - INFO - Epoch [78][2460/3757] lr: 1.000e-04, eta: 22:59:25, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9047, loss_cls: 1.0236, loss: 1.0236, grad_norm: 6.9445 2021-02-07 04:48:53,281 - mmaction - INFO - Epoch [78][2480/3757] lr: 1.000e-04, eta: 22:59:01, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8906, loss_cls: 1.0794, loss: 1.0794, grad_norm: 6.8902 2021-02-07 04:49:02,101 - mmaction - INFO - Epoch [78][2500/3757] lr: 1.000e-04, eta: 22:58:37, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9016, loss_cls: 1.0138, loss: 1.0138, grad_norm: 6.6918 2021-02-07 04:49:10,971 - mmaction - INFO - Epoch [78][2520/3757] lr: 1.000e-04, eta: 22:58:13, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8992, loss_cls: 1.0561, loss: 1.0561, grad_norm: 6.8531 2021-02-07 04:49:19,789 - mmaction - INFO - Epoch [78][2540/3757] lr: 1.000e-04, eta: 22:57:49, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9023, loss_cls: 1.0537, loss: 1.0537, grad_norm: 6.6758 2021-02-07 04:49:28,602 - mmaction - INFO - Epoch [78][2560/3757] lr: 1.000e-04, eta: 22:57:25, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8891, loss_cls: 1.0619, loss: 1.0619, grad_norm: 6.8167 2021-02-07 04:49:37,450 - mmaction - INFO - Epoch [78][2580/3757] lr: 1.000e-04, eta: 22:57:01, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8969, loss_cls: 1.0894, loss: 1.0894, grad_norm: 6.7897 2021-02-07 04:49:46,336 - mmaction - INFO - Epoch [78][2600/3757] lr: 1.000e-04, eta: 22:56:36, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8828, loss_cls: 1.1296, loss: 1.1296, grad_norm: 6.9899 2021-02-07 04:49:55,120 - mmaction - INFO - Epoch [78][2620/3757] lr: 1.000e-04, eta: 22:56:12, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1408, loss: 1.1408, grad_norm: 6.8856 2021-02-07 04:50:03,961 - mmaction - INFO - Epoch [78][2640/3757] lr: 1.000e-04, eta: 22:55:48, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8836, loss_cls: 1.1088, loss: 1.1088, grad_norm: 6.7140 2021-02-07 04:50:12,779 - mmaction - INFO - Epoch [78][2660/3757] lr: 1.000e-04, eta: 22:55:24, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8961, loss_cls: 1.0668, loss: 1.0668, grad_norm: 6.7775 2021-02-07 04:50:21,588 - mmaction - INFO - Epoch [78][2680/3757] lr: 1.000e-04, eta: 22:55:00, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7594, top5_acc: 0.9172, loss_cls: 0.9388, loss: 0.9388, grad_norm: 6.5452 2021-02-07 04:50:30,410 - mmaction - INFO - Epoch [78][2700/3757] lr: 1.000e-04, eta: 22:54:36, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9070, loss_cls: 1.0449, loss: 1.0449, grad_norm: 6.9746 2021-02-07 04:50:39,257 - mmaction - INFO - Epoch [78][2720/3757] lr: 1.000e-04, eta: 22:54:12, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8977, loss_cls: 1.0395, loss: 1.0395, grad_norm: 6.7033 2021-02-07 04:50:48,058 - mmaction - INFO - Epoch [78][2740/3757] lr: 1.000e-04, eta: 22:53:48, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8891, loss_cls: 1.0527, loss: 1.0527, grad_norm: 6.9606 2021-02-07 04:50:56,906 - mmaction - INFO - Epoch [78][2760/3757] lr: 1.000e-04, eta: 22:53:24, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8930, loss_cls: 1.0484, loss: 1.0484, grad_norm: 6.6431 2021-02-07 04:51:05,715 - mmaction - INFO - Epoch [78][2780/3757] lr: 1.000e-04, eta: 22:53:00, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7516, top5_acc: 0.8984, loss_cls: 0.9942, loss: 0.9942, grad_norm: 6.5990 2021-02-07 04:51:14,560 - mmaction - INFO - Epoch [78][2800/3757] lr: 1.000e-04, eta: 22:52:36, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.0763, loss: 1.0763, grad_norm: 6.9397 2021-02-07 04:51:23,424 - mmaction - INFO - Epoch [78][2820/3757] lr: 1.000e-04, eta: 22:52:12, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.9008, loss_cls: 1.1122, loss: 1.1122, grad_norm: 7.1094 2021-02-07 04:51:32,246 - mmaction - INFO - Epoch [78][2840/3757] lr: 1.000e-04, eta: 22:51:48, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9078, loss_cls: 1.0007, loss: 1.0007, grad_norm: 6.6983 2021-02-07 04:51:41,089 - mmaction - INFO - Epoch [78][2860/3757] lr: 1.000e-04, eta: 22:51:24, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8750, loss_cls: 1.1608, loss: 1.1608, grad_norm: 6.9097 2021-02-07 04:51:49,967 - mmaction - INFO - Epoch [78][2880/3757] lr: 1.000e-04, eta: 22:51:00, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8844, loss_cls: 1.1202, loss: 1.1202, grad_norm: 6.9901 2021-02-07 04:51:58,760 - mmaction - INFO - Epoch [78][2900/3757] lr: 1.000e-04, eta: 22:50:36, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8945, loss_cls: 1.0800, loss: 1.0800, grad_norm: 6.8581 2021-02-07 04:52:07,550 - mmaction - INFO - Epoch [78][2920/3757] lr: 1.000e-04, eta: 22:50:12, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8883, loss_cls: 1.1024, loss: 1.1024, grad_norm: 6.9855 2021-02-07 04:52:16,363 - mmaction - INFO - Epoch [78][2940/3757] lr: 1.000e-04, eta: 22:49:48, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7094, top5_acc: 0.8883, loss_cls: 1.1431, loss: 1.1431, grad_norm: 6.8492 2021-02-07 04:52:25,170 - mmaction - INFO - Epoch [78][2960/3757] lr: 1.000e-04, eta: 22:49:24, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9062, loss_cls: 0.9822, loss: 0.9822, grad_norm: 6.2927 2021-02-07 04:52:33,973 - mmaction - INFO - Epoch [78][2980/3757] lr: 1.000e-04, eta: 22:49:00, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7570, top5_acc: 0.9055, loss_cls: 0.9834, loss: 0.9834, grad_norm: 6.4460 2021-02-07 04:52:42,828 - mmaction - INFO - Epoch [78][3000/3757] lr: 1.000e-04, eta: 22:48:36, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.0705, loss: 1.0705, grad_norm: 6.9439 2021-02-07 04:52:51,653 - mmaction - INFO - Epoch [78][3020/3757] lr: 1.000e-04, eta: 22:48:12, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8938, loss_cls: 1.0377, loss: 1.0377, grad_norm: 6.6894 2021-02-07 04:53:00,554 - mmaction - INFO - Epoch [78][3040/3757] lr: 1.000e-04, eta: 22:47:48, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8945, loss_cls: 1.0671, loss: 1.0671, grad_norm: 6.6334 2021-02-07 04:53:09,375 - mmaction - INFO - Epoch [78][3060/3757] lr: 1.000e-04, eta: 22:47:24, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8883, loss_cls: 1.1091, loss: 1.1091, grad_norm: 6.7618 2021-02-07 04:53:18,178 - mmaction - INFO - Epoch [78][3080/3757] lr: 1.000e-04, eta: 22:47:00, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9070, loss_cls: 1.0224, loss: 1.0224, grad_norm: 6.7254 2021-02-07 04:53:27,037 - mmaction - INFO - Epoch [78][3100/3757] lr: 1.000e-04, eta: 22:46:36, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9039, loss_cls: 0.9949, loss: 0.9949, grad_norm: 6.6429 2021-02-07 04:53:35,833 - mmaction - INFO - Epoch [78][3120/3757] lr: 1.000e-04, eta: 22:46:12, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8930, loss_cls: 1.1005, loss: 1.1005, grad_norm: 6.9187 2021-02-07 04:53:44,690 - mmaction - INFO - Epoch [78][3140/3757] lr: 1.000e-04, eta: 22:45:48, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7547, top5_acc: 0.8977, loss_cls: 1.0264, loss: 1.0264, grad_norm: 6.6129 2021-02-07 04:53:53,530 - mmaction - INFO - Epoch [78][3160/3757] lr: 1.000e-04, eta: 22:45:24, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9047, loss_cls: 1.0014, loss: 1.0014, grad_norm: 6.6340 2021-02-07 04:54:02,372 - mmaction - INFO - Epoch [78][3180/3757] lr: 1.000e-04, eta: 22:45:00, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8984, loss_cls: 1.0406, loss: 1.0406, grad_norm: 6.5887 2021-02-07 04:54:11,238 - mmaction - INFO - Epoch [78][3200/3757] lr: 1.000e-04, eta: 22:44:36, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8938, loss_cls: 1.0744, loss: 1.0744, grad_norm: 6.8867 2021-02-07 04:54:20,085 - mmaction - INFO - Epoch [78][3220/3757] lr: 1.000e-04, eta: 22:44:12, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8914, loss_cls: 1.0291, loss: 1.0291, grad_norm: 6.6560 2021-02-07 04:54:28,921 - mmaction - INFO - Epoch [78][3240/3757] lr: 1.000e-04, eta: 22:43:48, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9016, loss_cls: 1.0303, loss: 1.0303, grad_norm: 6.5747 2021-02-07 04:54:37,802 - mmaction - INFO - Epoch [78][3260/3757] lr: 1.000e-04, eta: 22:43:24, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9141, loss_cls: 0.9741, loss: 0.9741, grad_norm: 6.6897 2021-02-07 04:54:46,619 - mmaction - INFO - Epoch [78][3280/3757] lr: 1.000e-04, eta: 22:43:00, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8852, loss_cls: 1.1238, loss: 1.1238, grad_norm: 6.7258 2021-02-07 04:54:55,477 - mmaction - INFO - Epoch [78][3300/3757] lr: 1.000e-04, eta: 22:42:36, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9031, loss_cls: 1.0220, loss: 1.0220, grad_norm: 6.4682 2021-02-07 04:55:04,323 - mmaction - INFO - Epoch [78][3320/3757] lr: 1.000e-04, eta: 22:42:12, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1100, loss: 1.1100, grad_norm: 6.9788 2021-02-07 04:55:13,212 - mmaction - INFO - Epoch [78][3340/3757] lr: 1.000e-04, eta: 22:41:48, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8891, loss_cls: 1.1002, loss: 1.1002, grad_norm: 6.8801 2021-02-07 04:55:22,042 - mmaction - INFO - Epoch [78][3360/3757] lr: 1.000e-04, eta: 22:41:24, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9039, loss_cls: 1.0341, loss: 1.0341, grad_norm: 6.7321 2021-02-07 04:55:30,889 - mmaction - INFO - Epoch [78][3380/3757] lr: 1.000e-04, eta: 22:41:00, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8930, loss_cls: 1.0495, loss: 1.0495, grad_norm: 6.5340 2021-02-07 04:55:39,738 - mmaction - INFO - Epoch [78][3400/3757] lr: 1.000e-04, eta: 22:40:36, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9023, loss_cls: 1.0462, loss: 1.0462, grad_norm: 6.6417 2021-02-07 04:55:48,629 - mmaction - INFO - Epoch [78][3420/3757] lr: 1.000e-04, eta: 22:40:12, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.9016, loss_cls: 1.0394, loss: 1.0394, grad_norm: 6.6374 2021-02-07 04:55:57,469 - mmaction - INFO - Epoch [78][3440/3757] lr: 1.000e-04, eta: 22:39:48, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9055, loss_cls: 1.0256, loss: 1.0256, grad_norm: 6.6693 2021-02-07 04:56:06,347 - mmaction - INFO - Epoch [78][3460/3757] lr: 1.000e-04, eta: 22:39:24, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7500, top5_acc: 0.8906, loss_cls: 1.0244, loss: 1.0244, grad_norm: 6.4568 2021-02-07 04:56:15,226 - mmaction - INFO - Epoch [78][3480/3757] lr: 1.000e-04, eta: 22:39:00, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.0666, loss: 1.0666, grad_norm: 6.6022 2021-02-07 04:56:24,039 - mmaction - INFO - Epoch [78][3500/3757] lr: 1.000e-04, eta: 22:38:36, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8961, loss_cls: 1.0524, loss: 1.0524, grad_norm: 6.7842 2021-02-07 04:56:32,884 - mmaction - INFO - Epoch [78][3520/3757] lr: 1.000e-04, eta: 22:38:13, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.0806, loss: 1.0806, grad_norm: 6.8901 2021-02-07 04:56:41,742 - mmaction - INFO - Epoch [78][3540/3757] lr: 1.000e-04, eta: 22:37:49, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8906, loss_cls: 1.0743, loss: 1.0743, grad_norm: 6.6535 2021-02-07 04:56:50,543 - mmaction - INFO - Epoch [78][3560/3757] lr: 1.000e-04, eta: 22:37:25, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1130, loss: 1.1130, grad_norm: 7.1063 2021-02-07 04:56:59,388 - mmaction - INFO - Epoch [78][3580/3757] lr: 1.000e-04, eta: 22:37:01, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8938, loss_cls: 1.0811, loss: 1.0811, grad_norm: 6.7995 2021-02-07 04:57:08,290 - mmaction - INFO - Epoch [78][3600/3757] lr: 1.000e-04, eta: 22:36:37, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7594, top5_acc: 0.9031, loss_cls: 0.9915, loss: 0.9915, grad_norm: 6.6317 2021-02-07 04:57:17,132 - mmaction - INFO - Epoch [78][3620/3757] lr: 1.000e-04, eta: 22:36:13, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9008, loss_cls: 1.0450, loss: 1.0450, grad_norm: 6.7413 2021-02-07 04:57:25,967 - mmaction - INFO - Epoch [78][3640/3757] lr: 1.000e-04, eta: 22:35:49, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8953, loss_cls: 1.0675, loss: 1.0675, grad_norm: 6.9383 2021-02-07 04:57:34,841 - mmaction - INFO - Epoch [78][3660/3757] lr: 1.000e-04, eta: 22:35:25, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.9039, loss_cls: 1.0573, loss: 1.0573, grad_norm: 6.9249 2021-02-07 04:57:43,713 - mmaction - INFO - Epoch [78][3680/3757] lr: 1.000e-04, eta: 22:35:01, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.0404, loss: 1.0404, grad_norm: 6.6190 2021-02-07 04:57:52,571 - mmaction - INFO - Epoch [78][3700/3757] lr: 1.000e-04, eta: 22:34:37, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.9000, loss_cls: 1.0763, loss: 1.0763, grad_norm: 6.7711 2021-02-07 04:58:01,414 - mmaction - INFO - Epoch [78][3720/3757] lr: 1.000e-04, eta: 22:34:13, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8984, loss_cls: 1.0874, loss: 1.0874, grad_norm: 6.9444 2021-02-07 04:58:10,303 - mmaction - INFO - Epoch [78][3740/3757] lr: 1.000e-04, eta: 22:33:50, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9070, loss_cls: 1.0179, loss: 1.0179, grad_norm: 6.6592 2021-02-07 04:58:18,348 - mmaction - INFO - Saving checkpoint at 78 epochs 2021-02-07 04:58:43,348 - mmaction - INFO - Epoch [79][20/3757] lr: 1.000e-04, eta: 22:33:09, time: 1.230, data_time: 0.787, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8953, loss_cls: 1.0847, loss: 1.0847, grad_norm: 6.6407 2021-02-07 04:58:52,179 - mmaction - INFO - Epoch [79][40/3757] lr: 1.000e-04, eta: 22:32:45, time: 0.442, data_time: 0.005, memory: 7141, top1_acc: 0.7609, top5_acc: 0.9047, loss_cls: 1.0201, loss: 1.0201, grad_norm: 6.7920 2021-02-07 04:59:01,018 - mmaction - INFO - Epoch [79][60/3757] lr: 1.000e-04, eta: 22:32:21, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9055, loss_cls: 1.0257, loss: 1.0257, grad_norm: 7.0450 2021-02-07 04:59:09,888 - mmaction - INFO - Epoch [79][80/3757] lr: 1.000e-04, eta: 22:31:57, time: 0.443, data_time: 0.002, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9164, loss_cls: 0.9942, loss: 0.9942, grad_norm: 6.4625 2021-02-07 04:59:18,675 - mmaction - INFO - Epoch [79][100/3757] lr: 1.000e-04, eta: 22:31:33, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8984, loss_cls: 1.0710, loss: 1.0710, grad_norm: 6.7374 2021-02-07 04:59:27,492 - mmaction - INFO - Epoch [79][120/3757] lr: 1.000e-04, eta: 22:31:09, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9086, loss_cls: 1.0231, loss: 1.0231, grad_norm: 6.7324 2021-02-07 04:59:36,379 - mmaction - INFO - Epoch [79][140/3757] lr: 1.000e-04, eta: 22:30:45, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.1737, loss: 1.1737, grad_norm: 7.1648 2021-02-07 04:59:45,233 - mmaction - INFO - Epoch [79][160/3757] lr: 1.000e-04, eta: 22:30:21, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9133, loss_cls: 1.0256, loss: 1.0256, grad_norm: 6.5095 2021-02-07 04:59:54,051 - mmaction - INFO - Epoch [79][180/3757] lr: 1.000e-04, eta: 22:29:58, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.1288, loss: 1.1288, grad_norm: 6.9703 2021-02-07 05:00:02,902 - mmaction - INFO - Epoch [79][200/3757] lr: 1.000e-04, eta: 22:29:34, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9008, loss_cls: 1.0265, loss: 1.0265, grad_norm: 6.6203 2021-02-07 05:00:11,740 - mmaction - INFO - Epoch [79][220/3757] lr: 1.000e-04, eta: 22:29:10, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8898, loss_cls: 1.1878, loss: 1.1878, grad_norm: 7.1300 2021-02-07 05:00:20,551 - mmaction - INFO - Epoch [79][240/3757] lr: 1.000e-04, eta: 22:28:46, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8961, loss_cls: 1.0761, loss: 1.0761, grad_norm: 6.9902 2021-02-07 05:00:29,478 - mmaction - INFO - Epoch [79][260/3757] lr: 1.000e-04, eta: 22:28:22, time: 0.447, data_time: 0.005, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8664, loss_cls: 1.1787, loss: 1.1787, grad_norm: 7.0875 2021-02-07 05:00:38,362 - mmaction - INFO - Epoch [79][280/3757] lr: 1.000e-04, eta: 22:27:58, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8930, loss_cls: 1.1126, loss: 1.1126, grad_norm: 6.9579 2021-02-07 05:00:47,236 - mmaction - INFO - Epoch [79][300/3757] lr: 1.000e-04, eta: 22:27:34, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9195, loss_cls: 0.9683, loss: 0.9683, grad_norm: 6.6009 2021-02-07 05:00:56,122 - mmaction - INFO - Epoch [79][320/3757] lr: 1.000e-04, eta: 22:27:11, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8953, loss_cls: 1.0731, loss: 1.0731, grad_norm: 6.7818 2021-02-07 05:01:05,049 - mmaction - INFO - Epoch [79][340/3757] lr: 1.000e-04, eta: 22:26:47, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8969, loss_cls: 1.0910, loss: 1.0910, grad_norm: 7.0650 2021-02-07 05:01:13,909 - mmaction - INFO - Epoch [79][360/3757] lr: 1.000e-04, eta: 22:26:23, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8922, loss_cls: 1.0460, loss: 1.0460, grad_norm: 6.6519 2021-02-07 05:01:22,747 - mmaction - INFO - Epoch [79][380/3757] lr: 1.000e-04, eta: 22:25:59, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8891, loss_cls: 1.1072, loss: 1.1072, grad_norm: 6.9173 2021-02-07 05:01:31,619 - mmaction - INFO - Epoch [79][400/3757] lr: 1.000e-04, eta: 22:25:35, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8898, loss_cls: 1.0776, loss: 1.0776, grad_norm: 6.7606 2021-02-07 05:01:40,489 - mmaction - INFO - Epoch [79][420/3757] lr: 1.000e-04, eta: 22:25:11, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9047, loss_cls: 0.9996, loss: 0.9996, grad_norm: 6.4157 2021-02-07 05:01:49,328 - mmaction - INFO - Epoch [79][440/3757] lr: 1.000e-04, eta: 22:24:48, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8977, loss_cls: 1.0357, loss: 1.0357, grad_norm: 6.7237 2021-02-07 05:01:58,167 - mmaction - INFO - Epoch [79][460/3757] lr: 1.000e-04, eta: 22:24:24, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.9000, loss_cls: 1.0678, loss: 1.0678, grad_norm: 6.8038 2021-02-07 05:02:07,002 - mmaction - INFO - Epoch [79][480/3757] lr: 1.000e-04, eta: 22:24:00, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9062, loss_cls: 1.0502, loss: 1.0502, grad_norm: 6.9213 2021-02-07 05:02:15,988 - mmaction - INFO - Epoch [79][500/3757] lr: 1.000e-04, eta: 22:23:36, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.0804, loss: 1.0804, grad_norm: 6.7909 2021-02-07 05:02:24,871 - mmaction - INFO - Epoch [79][520/3757] lr: 1.000e-04, eta: 22:23:12, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8992, loss_cls: 1.0375, loss: 1.0375, grad_norm: 6.7343 2021-02-07 05:02:33,676 - mmaction - INFO - Epoch [79][540/3757] lr: 1.000e-04, eta: 22:22:48, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7562, top5_acc: 0.9070, loss_cls: 0.9840, loss: 0.9840, grad_norm: 6.6118 2021-02-07 05:02:42,541 - mmaction - INFO - Epoch [79][560/3757] lr: 1.000e-04, eta: 22:22:25, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.9039, loss_cls: 1.0395, loss: 1.0395, grad_norm: 6.8441 2021-02-07 05:02:51,450 - mmaction - INFO - Epoch [79][580/3757] lr: 1.000e-04, eta: 22:22:01, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8922, loss_cls: 1.0971, loss: 1.0971, grad_norm: 6.8943 2021-02-07 05:03:00,301 - mmaction - INFO - Epoch [79][600/3757] lr: 1.000e-04, eta: 22:21:37, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7688, top5_acc: 0.9078, loss_cls: 0.9892, loss: 0.9892, grad_norm: 6.4530 2021-02-07 05:03:09,133 - mmaction - INFO - Epoch [79][620/3757] lr: 1.000e-04, eta: 22:21:13, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7531, top5_acc: 0.8938, loss_cls: 1.0387, loss: 1.0387, grad_norm: 6.5191 2021-02-07 05:03:17,959 - mmaction - INFO - Epoch [79][640/3757] lr: 1.000e-04, eta: 22:20:49, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9125, loss_cls: 0.9977, loss: 0.9977, grad_norm: 6.7902 2021-02-07 05:03:26,823 - mmaction - INFO - Epoch [79][660/3757] lr: 1.000e-04, eta: 22:20:26, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9039, loss_cls: 0.9906, loss: 0.9906, grad_norm: 6.5988 2021-02-07 05:03:35,652 - mmaction - INFO - Epoch [79][680/3757] lr: 1.000e-04, eta: 22:20:02, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0390, loss: 1.0390, grad_norm: 6.7909 2021-02-07 05:03:46,305 - mmaction - INFO - Epoch [79][700/3757] lr: 1.000e-04, eta: 22:19:39, time: 0.533, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9070, loss_cls: 1.0412, loss: 1.0412, grad_norm: 6.7854 2021-02-07 05:03:55,167 - mmaction - INFO - Epoch [79][720/3757] lr: 1.000e-04, eta: 22:19:15, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1343, loss: 1.1343, grad_norm: 6.8262 2021-02-07 05:04:12,827 - mmaction - INFO - Epoch [79][740/3757] lr: 1.000e-04, eta: 22:18:55, time: 0.883, data_time: 0.002, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.1378, loss: 1.1378, grad_norm: 7.0294 2021-02-07 05:04:46,885 - mmaction - INFO - Epoch [79][760/3757] lr: 1.000e-04, eta: 22:18:41, time: 1.703, data_time: 1.260, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8906, loss_cls: 1.0591, loss: 1.0591, grad_norm: 6.7401 2021-02-07 05:04:55,613 - mmaction - INFO - Epoch [79][780/3757] lr: 1.000e-04, eta: 22:18:17, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.9008, loss_cls: 1.0680, loss: 1.0680, grad_norm: 7.0697 2021-02-07 05:05:04,357 - mmaction - INFO - Epoch [79][800/3757] lr: 1.000e-04, eta: 22:17:53, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7570, top5_acc: 0.9055, loss_cls: 0.9506, loss: 0.9506, grad_norm: 6.4877 2021-02-07 05:05:13,116 - mmaction - INFO - Epoch [79][820/3757] lr: 1.000e-04, eta: 22:17:29, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.9016, loss_cls: 1.0616, loss: 1.0616, grad_norm: 6.9402 2021-02-07 05:05:21,908 - mmaction - INFO - Epoch [79][840/3757] lr: 1.000e-04, eta: 22:17:05, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8945, loss_cls: 1.0639, loss: 1.0639, grad_norm: 6.9666 2021-02-07 05:05:30,780 - mmaction - INFO - Epoch [79][860/3757] lr: 1.000e-04, eta: 22:16:41, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8977, loss_cls: 1.0555, loss: 1.0555, grad_norm: 6.8317 2021-02-07 05:05:39,620 - mmaction - INFO - Epoch [79][880/3757] lr: 1.000e-04, eta: 22:16:18, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8867, loss_cls: 1.0965, loss: 1.0965, grad_norm: 6.8277 2021-02-07 05:05:48,443 - mmaction - INFO - Epoch [79][900/3757] lr: 1.000e-04, eta: 22:15:54, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7555, top5_acc: 0.8922, loss_cls: 1.0451, loss: 1.0451, grad_norm: 6.4176 2021-02-07 05:05:57,288 - mmaction - INFO - Epoch [79][920/3757] lr: 1.000e-04, eta: 22:15:30, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8938, loss_cls: 1.0580, loss: 1.0580, grad_norm: 6.7316 2021-02-07 05:06:06,062 - mmaction - INFO - Epoch [79][940/3757] lr: 1.000e-04, eta: 22:15:06, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.9055, loss_cls: 1.0366, loss: 1.0366, grad_norm: 6.8096 2021-02-07 05:06:14,947 - mmaction - INFO - Epoch [79][960/3757] lr: 1.000e-04, eta: 22:14:43, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.9008, loss_cls: 1.0937, loss: 1.0937, grad_norm: 6.9932 2021-02-07 05:06:34,198 - mmaction - INFO - Epoch [79][980/3757] lr: 1.000e-04, eta: 22:14:23, time: 0.963, data_time: 0.520, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9016, loss_cls: 1.0139, loss: 1.0139, grad_norm: 6.7342 2021-02-07 05:06:43,000 - mmaction - INFO - Epoch [79][1000/3757] lr: 1.000e-04, eta: 22:13:59, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8898, loss_cls: 1.0509, loss: 1.0509, grad_norm: 6.8596 2021-02-07 05:06:51,854 - mmaction - INFO - Epoch [79][1020/3757] lr: 1.000e-04, eta: 22:13:35, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8953, loss_cls: 1.0417, loss: 1.0417, grad_norm: 6.8762 2021-02-07 05:07:00,666 - mmaction - INFO - Epoch [79][1040/3757] lr: 1.000e-04, eta: 22:13:12, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.1098, loss: 1.1098, grad_norm: 6.8546 2021-02-07 05:07:09,451 - mmaction - INFO - Epoch [79][1060/3757] lr: 1.000e-04, eta: 22:12:48, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0263, loss: 1.0263, grad_norm: 6.9124 2021-02-07 05:07:18,325 - mmaction - INFO - Epoch [79][1080/3757] lr: 1.000e-04, eta: 22:12:24, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8891, loss_cls: 1.0946, loss: 1.0946, grad_norm: 6.8767 2021-02-07 05:07:27,173 - mmaction - INFO - Epoch [79][1100/3757] lr: 1.000e-04, eta: 22:12:00, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8898, loss_cls: 1.0806, loss: 1.0806, grad_norm: 6.8399 2021-02-07 05:07:36,040 - mmaction - INFO - Epoch [79][1120/3757] lr: 1.000e-04, eta: 22:11:37, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8984, loss_cls: 1.1077, loss: 1.1077, grad_norm: 7.0691 2021-02-07 05:07:44,876 - mmaction - INFO - Epoch [79][1140/3757] lr: 1.000e-04, eta: 22:11:13, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9070, loss_cls: 1.0131, loss: 1.0131, grad_norm: 6.6991 2021-02-07 05:07:53,721 - mmaction - INFO - Epoch [79][1160/3757] lr: 1.000e-04, eta: 22:10:49, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9016, loss_cls: 1.0342, loss: 1.0342, grad_norm: 6.6886 2021-02-07 05:08:02,532 - mmaction - INFO - Epoch [79][1180/3757] lr: 1.000e-04, eta: 22:10:25, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7641, top5_acc: 0.9180, loss_cls: 0.9318, loss: 0.9318, grad_norm: 6.2616 2021-02-07 05:08:11,476 - mmaction - INFO - Epoch [79][1200/3757] lr: 1.000e-04, eta: 22:10:02, time: 0.447, data_time: 0.003, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8875, loss_cls: 1.0732, loss: 1.0732, grad_norm: 6.9886 2021-02-07 05:08:20,304 - mmaction - INFO - Epoch [79][1220/3757] lr: 1.000e-04, eta: 22:09:38, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.9047, loss_cls: 1.0727, loss: 1.0727, grad_norm: 6.8001 2021-02-07 05:08:29,105 - mmaction - INFO - Epoch [79][1240/3757] lr: 1.000e-04, eta: 22:09:14, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8906, loss_cls: 1.1009, loss: 1.1009, grad_norm: 6.8488 2021-02-07 05:08:37,943 - mmaction - INFO - Epoch [79][1260/3757] lr: 1.000e-04, eta: 22:08:50, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8977, loss_cls: 1.0385, loss: 1.0385, grad_norm: 6.5873 2021-02-07 05:08:46,794 - mmaction - INFO - Epoch [79][1280/3757] lr: 1.000e-04, eta: 22:08:27, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8969, loss_cls: 1.0767, loss: 1.0767, grad_norm: 6.6682 2021-02-07 05:08:55,610 - mmaction - INFO - Epoch [79][1300/3757] lr: 1.000e-04, eta: 22:08:03, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8953, loss_cls: 1.0446, loss: 1.0446, grad_norm: 6.9780 2021-02-07 05:09:04,409 - mmaction - INFO - Epoch [79][1320/3757] lr: 1.000e-04, eta: 22:07:39, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8914, loss_cls: 1.0889, loss: 1.0889, grad_norm: 7.0171 2021-02-07 05:09:13,247 - mmaction - INFO - Epoch [79][1340/3757] lr: 1.000e-04, eta: 22:07:16, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8883, loss_cls: 1.0914, loss: 1.0914, grad_norm: 6.9154 2021-02-07 05:09:22,073 - mmaction - INFO - Epoch [79][1360/3757] lr: 1.000e-04, eta: 22:06:52, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8898, loss_cls: 1.1207, loss: 1.1207, grad_norm: 7.0888 2021-02-07 05:09:30,898 - mmaction - INFO - Epoch [79][1380/3757] lr: 1.000e-04, eta: 22:06:28, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9141, loss_cls: 0.9897, loss: 0.9897, grad_norm: 6.7351 2021-02-07 05:09:39,738 - mmaction - INFO - Epoch [79][1400/3757] lr: 1.000e-04, eta: 22:06:04, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 0.9374, loss: 0.9374, grad_norm: 6.3235 2021-02-07 05:09:48,611 - mmaction - INFO - Epoch [79][1420/3757] lr: 1.000e-04, eta: 22:05:41, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8945, loss_cls: 1.1342, loss: 1.1342, grad_norm: 7.0505 2021-02-07 05:09:57,480 - mmaction - INFO - Epoch [79][1440/3757] lr: 1.000e-04, eta: 22:05:17, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9070, loss_cls: 1.0208, loss: 1.0208, grad_norm: 6.7702 2021-02-07 05:10:06,284 - mmaction - INFO - Epoch [79][1460/3757] lr: 1.000e-04, eta: 22:04:53, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8961, loss_cls: 1.0831, loss: 1.0831, grad_norm: 6.8537 2021-02-07 05:10:15,074 - mmaction - INFO - Epoch [79][1480/3757] lr: 1.000e-04, eta: 22:04:30, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8984, loss_cls: 1.0465, loss: 1.0465, grad_norm: 6.6324 2021-02-07 05:10:23,909 - mmaction - INFO - Epoch [79][1500/3757] lr: 1.000e-04, eta: 22:04:06, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8812, loss_cls: 1.1590, loss: 1.1590, grad_norm: 7.0450 2021-02-07 05:10:32,711 - mmaction - INFO - Epoch [79][1520/3757] lr: 1.000e-04, eta: 22:03:42, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9031, loss_cls: 1.0299, loss: 1.0299, grad_norm: 6.6495 2021-02-07 05:10:41,570 - mmaction - INFO - Epoch [79][1540/3757] lr: 1.000e-04, eta: 22:03:18, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.9008, loss_cls: 1.0424, loss: 1.0424, grad_norm: 6.8499 2021-02-07 05:10:50,406 - mmaction - INFO - Epoch [79][1560/3757] lr: 1.000e-04, eta: 22:02:55, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8906, loss_cls: 1.0710, loss: 1.0710, grad_norm: 6.7780 2021-02-07 05:10:59,228 - mmaction - INFO - Epoch [79][1580/3757] lr: 1.000e-04, eta: 22:02:31, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.9008, loss_cls: 1.0633, loss: 1.0633, grad_norm: 6.9424 2021-02-07 05:11:08,045 - mmaction - INFO - Epoch [79][1600/3757] lr: 1.000e-04, eta: 22:02:07, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8938, loss_cls: 1.0514, loss: 1.0514, grad_norm: 6.7495 2021-02-07 05:11:16,870 - mmaction - INFO - Epoch [79][1620/3757] lr: 1.000e-04, eta: 22:01:44, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8930, loss_cls: 1.0753, loss: 1.0753, grad_norm: 6.9197 2021-02-07 05:11:25,690 - mmaction - INFO - Epoch [79][1640/3757] lr: 1.000e-04, eta: 22:01:20, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8961, loss_cls: 1.1304, loss: 1.1304, grad_norm: 7.0738 2021-02-07 05:11:34,499 - mmaction - INFO - Epoch [79][1660/3757] lr: 1.000e-04, eta: 22:00:56, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8891, loss_cls: 1.0834, loss: 1.0834, grad_norm: 6.9131 2021-02-07 05:11:43,361 - mmaction - INFO - Epoch [79][1680/3757] lr: 1.000e-04, eta: 22:00:33, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9133, loss_cls: 0.9803, loss: 0.9803, grad_norm: 6.6407 2021-02-07 05:11:52,166 - mmaction - INFO - Epoch [79][1700/3757] lr: 1.000e-04, eta: 22:00:09, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8938, loss_cls: 1.0691, loss: 1.0691, grad_norm: 6.7978 2021-02-07 05:12:01,024 - mmaction - INFO - Epoch [79][1720/3757] lr: 1.000e-04, eta: 21:59:45, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8930, loss_cls: 1.0767, loss: 1.0767, grad_norm: 6.8632 2021-02-07 05:12:09,836 - mmaction - INFO - Epoch [79][1740/3757] lr: 1.000e-04, eta: 21:59:22, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9031, loss_cls: 1.0532, loss: 1.0532, grad_norm: 6.6138 2021-02-07 05:12:18,612 - mmaction - INFO - Epoch [79][1760/3757] lr: 1.000e-04, eta: 21:58:58, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8891, loss_cls: 1.1267, loss: 1.1267, grad_norm: 6.9530 2021-02-07 05:12:27,435 - mmaction - INFO - Epoch [79][1780/3757] lr: 1.000e-04, eta: 21:58:34, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9109, loss_cls: 1.0075, loss: 1.0075, grad_norm: 6.8563 2021-02-07 05:12:36,275 - mmaction - INFO - Epoch [79][1800/3757] lr: 1.000e-04, eta: 21:58:11, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9078, loss_cls: 1.0269, loss: 1.0269, grad_norm: 6.8868 2021-02-07 05:12:45,164 - mmaction - INFO - Epoch [79][1820/3757] lr: 1.000e-04, eta: 21:57:47, time: 0.444, data_time: 0.002, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8977, loss_cls: 1.1006, loss: 1.1006, grad_norm: 7.0552 2021-02-07 05:12:53,960 - mmaction - INFO - Epoch [79][1840/3757] lr: 1.000e-04, eta: 21:57:23, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8867, loss_cls: 1.1189, loss: 1.1189, grad_norm: 6.7606 2021-02-07 05:13:02,807 - mmaction - INFO - Epoch [79][1860/3757] lr: 1.000e-04, eta: 21:57:00, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8891, loss_cls: 1.1206, loss: 1.1206, grad_norm: 6.8709 2021-02-07 05:13:11,638 - mmaction - INFO - Epoch [79][1880/3757] lr: 1.000e-04, eta: 21:56:36, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8883, loss_cls: 1.0864, loss: 1.0864, grad_norm: 6.7438 2021-02-07 05:13:20,480 - mmaction - INFO - Epoch [79][1900/3757] lr: 1.000e-04, eta: 21:56:12, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8930, loss_cls: 1.0774, loss: 1.0774, grad_norm: 6.9012 2021-02-07 05:13:29,356 - mmaction - INFO - Epoch [79][1920/3757] lr: 1.000e-04, eta: 21:55:49, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9094, loss_cls: 1.0362, loss: 1.0362, grad_norm: 6.8954 2021-02-07 05:13:38,208 - mmaction - INFO - Epoch [79][1940/3757] lr: 1.000e-04, eta: 21:55:25, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7570, top5_acc: 0.9039, loss_cls: 1.0202, loss: 1.0202, grad_norm: 6.7337 2021-02-07 05:13:47,021 - mmaction - INFO - Epoch [79][1960/3757] lr: 1.000e-04, eta: 21:55:02, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9031, loss_cls: 1.0341, loss: 1.0341, grad_norm: 6.7678 2021-02-07 05:13:55,857 - mmaction - INFO - Epoch [79][1980/3757] lr: 1.000e-04, eta: 21:54:38, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9008, loss_cls: 1.0571, loss: 1.0571, grad_norm: 6.8686 2021-02-07 05:14:04,690 - mmaction - INFO - Epoch [79][2000/3757] lr: 1.000e-04, eta: 21:54:14, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9000, loss_cls: 1.0466, loss: 1.0466, grad_norm: 6.8675 2021-02-07 05:14:13,544 - mmaction - INFO - Epoch [79][2020/3757] lr: 1.000e-04, eta: 21:53:51, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8859, loss_cls: 1.0936, loss: 1.0936, grad_norm: 6.9174 2021-02-07 05:14:22,420 - mmaction - INFO - Epoch [79][2040/3757] lr: 1.000e-04, eta: 21:53:27, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9055, loss_cls: 1.0384, loss: 1.0384, grad_norm: 6.6838 2021-02-07 05:14:49,587 - mmaction - INFO - Epoch [79][2060/3757] lr: 1.000e-04, eta: 21:53:10, time: 1.358, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8891, loss_cls: 1.0837, loss: 1.0837, grad_norm: 6.8223 2021-02-07 05:14:58,383 - mmaction - INFO - Epoch [79][2080/3757] lr: 1.000e-04, eta: 21:52:47, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9039, loss_cls: 1.0304, loss: 1.0304, grad_norm: 7.0757 2021-02-07 05:15:07,141 - mmaction - INFO - Epoch [79][2100/3757] lr: 1.000e-04, eta: 21:52:23, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9000, loss_cls: 1.0338, loss: 1.0338, grad_norm: 6.7935 2021-02-07 05:15:15,935 - mmaction - INFO - Epoch [79][2120/3757] lr: 1.000e-04, eta: 21:52:00, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8930, loss_cls: 1.0717, loss: 1.0717, grad_norm: 6.6989 2021-02-07 05:15:24,729 - mmaction - INFO - Epoch [79][2140/3757] lr: 1.000e-04, eta: 21:51:36, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8984, loss_cls: 1.0946, loss: 1.0946, grad_norm: 6.9117 2021-02-07 05:15:33,495 - mmaction - INFO - Epoch [79][2160/3757] lr: 1.000e-04, eta: 21:51:12, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8930, loss_cls: 1.0428, loss: 1.0428, grad_norm: 6.7636 2021-02-07 05:15:42,275 - mmaction - INFO - Epoch [79][2180/3757] lr: 1.000e-04, eta: 21:50:49, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9008, loss_cls: 1.0022, loss: 1.0022, grad_norm: 6.7296 2021-02-07 05:15:51,102 - mmaction - INFO - Epoch [79][2200/3757] lr: 1.000e-04, eta: 21:50:25, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8938, loss_cls: 1.0863, loss: 1.0863, grad_norm: 6.7553 2021-02-07 05:15:59,921 - mmaction - INFO - Epoch [79][2220/3757] lr: 1.000e-04, eta: 21:50:01, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9070, loss_cls: 1.0106, loss: 1.0106, grad_norm: 6.7223 2021-02-07 05:16:08,745 - mmaction - INFO - Epoch [79][2240/3757] lr: 1.000e-04, eta: 21:49:38, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9156, loss_cls: 0.9564, loss: 0.9564, grad_norm: 6.6521 2021-02-07 05:16:32,031 - mmaction - INFO - Epoch [79][2260/3757] lr: 1.000e-04, eta: 21:49:20, time: 1.164, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9055, loss_cls: 1.0308, loss: 1.0308, grad_norm: 6.9522 2021-02-07 05:16:58,285 - mmaction - INFO - Epoch [79][2280/3757] lr: 1.000e-04, eta: 21:49:03, time: 1.312, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1149, loss: 1.1149, grad_norm: 6.9525 2021-02-07 05:17:07,031 - mmaction - INFO - Epoch [79][2300/3757] lr: 1.000e-04, eta: 21:48:39, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7680, top5_acc: 0.8930, loss_cls: 1.0240, loss: 1.0240, grad_norm: 6.4870 2021-02-07 05:17:20,203 - mmaction - INFO - Epoch [79][2320/3757] lr: 1.000e-04, eta: 21:48:17, time: 0.659, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9016, loss_cls: 1.0433, loss: 1.0433, grad_norm: 6.9152 2021-02-07 05:17:28,950 - mmaction - INFO - Epoch [79][2340/3757] lr: 1.000e-04, eta: 21:47:54, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9133, loss_cls: 1.0300, loss: 1.0300, grad_norm: 6.7951 2021-02-07 05:17:37,716 - mmaction - INFO - Epoch [79][2360/3757] lr: 1.000e-04, eta: 21:47:30, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7586, top5_acc: 0.9141, loss_cls: 0.9610, loss: 0.9610, grad_norm: 6.5576 2021-02-07 05:17:46,496 - mmaction - INFO - Epoch [79][2380/3757] lr: 1.000e-04, eta: 21:47:06, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.9008, loss_cls: 1.0441, loss: 1.0441, grad_norm: 6.9061 2021-02-07 05:17:55,306 - mmaction - INFO - Epoch [79][2400/3757] lr: 1.000e-04, eta: 21:46:43, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8852, loss_cls: 1.1249, loss: 1.1249, grad_norm: 7.0282 2021-02-07 05:18:04,095 - mmaction - INFO - Epoch [79][2420/3757] lr: 1.000e-04, eta: 21:46:19, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8891, loss_cls: 1.1192, loss: 1.1192, grad_norm: 6.9663 2021-02-07 05:18:12,923 - mmaction - INFO - Epoch [79][2440/3757] lr: 1.000e-04, eta: 21:45:56, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9109, loss_cls: 0.9782, loss: 0.9782, grad_norm: 6.6269 2021-02-07 05:18:21,755 - mmaction - INFO - Epoch [79][2460/3757] lr: 1.000e-04, eta: 21:45:32, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7602, top5_acc: 0.9094, loss_cls: 0.9853, loss: 0.9853, grad_norm: 6.6518 2021-02-07 05:18:30,579 - mmaction - INFO - Epoch [79][2480/3757] lr: 1.000e-04, eta: 21:45:08, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.9016, loss_cls: 1.0759, loss: 1.0759, grad_norm: 6.8650 2021-02-07 05:18:39,360 - mmaction - INFO - Epoch [79][2500/3757] lr: 1.000e-04, eta: 21:44:45, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1503, loss: 1.1503, grad_norm: 6.9486 2021-02-07 05:18:48,157 - mmaction - INFO - Epoch [79][2520/3757] lr: 1.000e-04, eta: 21:44:21, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7602, top5_acc: 0.8977, loss_cls: 1.0279, loss: 1.0279, grad_norm: 6.6906 2021-02-07 05:18:56,957 - mmaction - INFO - Epoch [79][2540/3757] lr: 1.000e-04, eta: 21:43:58, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8953, loss_cls: 1.0882, loss: 1.0882, grad_norm: 6.8630 2021-02-07 05:19:06,226 - mmaction - INFO - Epoch [79][2560/3757] lr: 1.000e-04, eta: 21:43:34, time: 0.463, data_time: 0.022, memory: 7141, top1_acc: 0.7586, top5_acc: 0.9133, loss_cls: 0.9582, loss: 0.9582, grad_norm: 6.5060 2021-02-07 05:19:15,044 - mmaction - INFO - Epoch [79][2580/3757] lr: 1.000e-04, eta: 21:43:11, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8891, loss_cls: 1.0565, loss: 1.0565, grad_norm: 6.7533 2021-02-07 05:19:23,879 - mmaction - INFO - Epoch [79][2600/3757] lr: 1.000e-04, eta: 21:42:47, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.9031, loss_cls: 1.0539, loss: 1.0539, grad_norm: 6.9103 2021-02-07 05:19:32,738 - mmaction - INFO - Epoch [79][2620/3757] lr: 1.000e-04, eta: 21:42:24, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.0898, loss: 1.0898, grad_norm: 6.8035 2021-02-07 05:19:41,583 - mmaction - INFO - Epoch [79][2640/3757] lr: 1.000e-04, eta: 21:42:00, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8984, loss_cls: 1.0633, loss: 1.0633, grad_norm: 6.7696 2021-02-07 05:19:50,430 - mmaction - INFO - Epoch [79][2660/3757] lr: 1.000e-04, eta: 21:41:37, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8883, loss_cls: 1.0560, loss: 1.0560, grad_norm: 6.7971 2021-02-07 05:19:59,305 - mmaction - INFO - Epoch [79][2680/3757] lr: 1.000e-04, eta: 21:41:13, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.9055, loss_cls: 1.0368, loss: 1.0368, grad_norm: 6.7349 2021-02-07 05:20:08,139 - mmaction - INFO - Epoch [79][2700/3757] lr: 1.000e-04, eta: 21:40:50, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7516, top5_acc: 0.8953, loss_cls: 1.0330, loss: 1.0330, grad_norm: 6.7398 2021-02-07 05:20:16,929 - mmaction - INFO - Epoch [79][2720/3757] lr: 1.000e-04, eta: 21:40:26, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8969, loss_cls: 1.0534, loss: 1.0534, grad_norm: 6.7045 2021-02-07 05:20:25,803 - mmaction - INFO - Epoch [79][2740/3757] lr: 1.000e-04, eta: 21:40:02, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8812, loss_cls: 1.1167, loss: 1.1167, grad_norm: 6.9546 2021-02-07 05:20:34,632 - mmaction - INFO - Epoch [79][2760/3757] lr: 1.000e-04, eta: 21:39:39, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.0673, loss: 1.0673, grad_norm: 6.9553 2021-02-07 05:20:43,481 - mmaction - INFO - Epoch [79][2780/3757] lr: 1.000e-04, eta: 21:39:15, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0616, loss: 1.0616, grad_norm: 6.9597 2021-02-07 05:20:52,343 - mmaction - INFO - Epoch [79][2800/3757] lr: 1.000e-04, eta: 21:38:52, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9086, loss_cls: 1.0068, loss: 1.0068, grad_norm: 6.8814 2021-02-07 05:21:01,190 - mmaction - INFO - Epoch [79][2820/3757] lr: 1.000e-04, eta: 21:38:28, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9094, loss_cls: 0.9980, loss: 0.9980, grad_norm: 6.5540 2021-02-07 05:21:10,066 - mmaction - INFO - Epoch [79][2840/3757] lr: 1.000e-04, eta: 21:38:05, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8945, loss_cls: 1.0561, loss: 1.0561, grad_norm: 6.8962 2021-02-07 05:21:18,912 - mmaction - INFO - Epoch [79][2860/3757] lr: 1.000e-04, eta: 21:37:41, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8961, loss_cls: 1.0729, loss: 1.0729, grad_norm: 6.8046 2021-02-07 05:21:27,779 - mmaction - INFO - Epoch [79][2880/3757] lr: 1.000e-04, eta: 21:37:18, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7547, top5_acc: 0.8930, loss_cls: 1.0256, loss: 1.0256, grad_norm: 6.5410 2021-02-07 05:21:36,637 - mmaction - INFO - Epoch [79][2900/3757] lr: 1.000e-04, eta: 21:36:54, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9008, loss_cls: 1.0775, loss: 1.0775, grad_norm: 7.0903 2021-02-07 05:21:45,533 - mmaction - INFO - Epoch [79][2920/3757] lr: 1.000e-04, eta: 21:36:31, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8977, loss_cls: 1.0567, loss: 1.0567, grad_norm: 6.5421 2021-02-07 05:21:54,334 - mmaction - INFO - Epoch [79][2940/3757] lr: 1.000e-04, eta: 21:36:07, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8977, loss_cls: 1.0725, loss: 1.0725, grad_norm: 6.9878 2021-02-07 05:22:03,177 - mmaction - INFO - Epoch [79][2960/3757] lr: 1.000e-04, eta: 21:35:44, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9078, loss_cls: 0.9891, loss: 0.9891, grad_norm: 6.5566 2021-02-07 05:22:11,999 - mmaction - INFO - Epoch [79][2980/3757] lr: 1.000e-04, eta: 21:35:20, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0243, loss: 1.0243, grad_norm: 6.7676 2021-02-07 05:22:20,838 - mmaction - INFO - Epoch [79][3000/3757] lr: 1.000e-04, eta: 21:34:57, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9094, loss_cls: 1.0079, loss: 1.0079, grad_norm: 6.8145 2021-02-07 05:22:29,703 - mmaction - INFO - Epoch [79][3020/3757] lr: 1.000e-04, eta: 21:34:33, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8742, loss_cls: 1.1689, loss: 1.1689, grad_norm: 7.2241 2021-02-07 05:22:38,529 - mmaction - INFO - Epoch [79][3040/3757] lr: 1.000e-04, eta: 21:34:10, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.8961, loss_cls: 1.0345, loss: 1.0345, grad_norm: 6.7157 2021-02-07 05:22:47,410 - mmaction - INFO - Epoch [79][3060/3757] lr: 1.000e-04, eta: 21:33:46, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8992, loss_cls: 1.0655, loss: 1.0655, grad_norm: 6.7668 2021-02-07 05:22:56,243 - mmaction - INFO - Epoch [79][3080/3757] lr: 1.000e-04, eta: 21:33:23, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8906, loss_cls: 1.0794, loss: 1.0794, grad_norm: 7.0540 2021-02-07 05:23:05,066 - mmaction - INFO - Epoch [79][3100/3757] lr: 1.000e-04, eta: 21:32:59, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8977, loss_cls: 1.0437, loss: 1.0437, grad_norm: 6.7577 2021-02-07 05:23:13,928 - mmaction - INFO - Epoch [79][3120/3757] lr: 1.000e-04, eta: 21:32:36, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9016, loss_cls: 1.0182, loss: 1.0182, grad_norm: 6.6167 2021-02-07 05:23:22,759 - mmaction - INFO - Epoch [79][3140/3757] lr: 1.000e-04, eta: 21:32:13, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9016, loss_cls: 1.0179, loss: 1.0179, grad_norm: 6.5930 2021-02-07 05:23:36,645 - mmaction - INFO - Epoch [79][3160/3757] lr: 1.000e-04, eta: 21:31:51, time: 0.694, data_time: 0.000, memory: 7141, top1_acc: 0.7594, top5_acc: 0.9062, loss_cls: 0.9766, loss: 0.9766, grad_norm: 6.5691 2021-02-07 05:23:45,501 - mmaction - INFO - Epoch [79][3180/3757] lr: 1.000e-04, eta: 21:31:27, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8883, loss_cls: 1.0252, loss: 1.0252, grad_norm: 6.6956 2021-02-07 05:23:54,349 - mmaction - INFO - Epoch [79][3200/3757] lr: 1.000e-04, eta: 21:31:04, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9078, loss_cls: 1.0136, loss: 1.0136, grad_norm: 6.6271 2021-02-07 05:24:03,141 - mmaction - INFO - Epoch [79][3220/3757] lr: 1.000e-04, eta: 21:30:41, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8922, loss_cls: 1.1081, loss: 1.1081, grad_norm: 7.2272 2021-02-07 05:24:12,003 - mmaction - INFO - Epoch [79][3240/3757] lr: 1.000e-04, eta: 21:30:17, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8891, loss_cls: 1.0702, loss: 1.0702, grad_norm: 6.8665 2021-02-07 05:24:20,833 - mmaction - INFO - Epoch [79][3260/3757] lr: 1.000e-04, eta: 21:29:54, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8922, loss_cls: 1.0916, loss: 1.0916, grad_norm: 6.9227 2021-02-07 05:24:29,692 - mmaction - INFO - Epoch [79][3280/3757] lr: 1.000e-04, eta: 21:29:30, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9109, loss_cls: 0.9821, loss: 0.9821, grad_norm: 6.6709 2021-02-07 05:24:38,554 - mmaction - INFO - Epoch [79][3300/3757] lr: 1.000e-04, eta: 21:29:07, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8945, loss_cls: 1.0647, loss: 1.0647, grad_norm: 7.0092 2021-02-07 05:24:47,456 - mmaction - INFO - Epoch [79][3320/3757] lr: 1.000e-04, eta: 21:28:43, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9047, loss_cls: 1.0157, loss: 1.0157, grad_norm: 6.7678 2021-02-07 05:24:56,315 - mmaction - INFO - Epoch [79][3340/3757] lr: 1.000e-04, eta: 21:28:20, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9102, loss_cls: 1.0272, loss: 1.0272, grad_norm: 6.8903 2021-02-07 05:25:05,142 - mmaction - INFO - Epoch [79][3360/3757] lr: 1.000e-04, eta: 21:27:56, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8914, loss_cls: 1.0755, loss: 1.0755, grad_norm: 6.6476 2021-02-07 05:25:14,000 - mmaction - INFO - Epoch [79][3380/3757] lr: 1.000e-04, eta: 21:27:33, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8922, loss_cls: 1.0785, loss: 1.0785, grad_norm: 6.8769 2021-02-07 05:25:22,830 - mmaction - INFO - Epoch [79][3400/3757] lr: 1.000e-04, eta: 21:27:10, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9016, loss_cls: 1.0502, loss: 1.0502, grad_norm: 6.8488 2021-02-07 05:25:31,684 - mmaction - INFO - Epoch [79][3420/3757] lr: 1.000e-04, eta: 21:26:46, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1088, loss: 1.1088, grad_norm: 7.0869 2021-02-07 05:25:40,529 - mmaction - INFO - Epoch [79][3440/3757] lr: 1.000e-04, eta: 21:26:23, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8961, loss_cls: 1.0563, loss: 1.0563, grad_norm: 6.9393 2021-02-07 05:25:49,395 - mmaction - INFO - Epoch [79][3460/3757] lr: 1.000e-04, eta: 21:25:59, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8969, loss_cls: 1.0579, loss: 1.0579, grad_norm: 7.0230 2021-02-07 05:25:58,223 - mmaction - INFO - Epoch [79][3480/3757] lr: 1.000e-04, eta: 21:25:36, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8922, loss_cls: 1.0713, loss: 1.0713, grad_norm: 6.9310 2021-02-07 05:26:07,038 - mmaction - INFO - Epoch [79][3500/3757] lr: 1.000e-04, eta: 21:25:12, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8938, loss_cls: 1.0454, loss: 1.0454, grad_norm: 6.6768 2021-02-07 05:26:15,899 - mmaction - INFO - Epoch [79][3520/3757] lr: 1.000e-04, eta: 21:24:49, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7625, top5_acc: 0.9031, loss_cls: 1.0046, loss: 1.0046, grad_norm: 6.5178 2021-02-07 05:26:24,705 - mmaction - INFO - Epoch [79][3540/3757] lr: 1.000e-04, eta: 21:24:26, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8844, loss_cls: 1.1165, loss: 1.1165, grad_norm: 7.0183 2021-02-07 05:26:33,553 - mmaction - INFO - Epoch [79][3560/3757] lr: 1.000e-04, eta: 21:24:02, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8922, loss_cls: 1.0760, loss: 1.0760, grad_norm: 6.7545 2021-02-07 05:26:42,371 - mmaction - INFO - Epoch [79][3580/3757] lr: 1.000e-04, eta: 21:23:39, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.8914, loss_cls: 1.0371, loss: 1.0371, grad_norm: 6.6300 2021-02-07 05:26:51,221 - mmaction - INFO - Epoch [79][3600/3757] lr: 1.000e-04, eta: 21:23:15, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7516, top5_acc: 0.8914, loss_cls: 1.0130, loss: 1.0130, grad_norm: 6.7576 2021-02-07 05:27:00,003 - mmaction - INFO - Epoch [79][3620/3757] lr: 1.000e-04, eta: 21:22:52, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9062, loss_cls: 1.0248, loss: 1.0248, grad_norm: 6.8605 2021-02-07 05:27:08,832 - mmaction - INFO - Epoch [79][3640/3757] lr: 1.000e-04, eta: 21:22:28, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8836, loss_cls: 1.0947, loss: 1.0947, grad_norm: 7.0182 2021-02-07 05:27:17,695 - mmaction - INFO - Epoch [79][3660/3757] lr: 1.000e-04, eta: 21:22:05, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8883, loss_cls: 1.1225, loss: 1.1225, grad_norm: 7.0182 2021-02-07 05:27:26,571 - mmaction - INFO - Epoch [79][3680/3757] lr: 1.000e-04, eta: 21:21:42, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8953, loss_cls: 1.0679, loss: 1.0679, grad_norm: 6.8857 2021-02-07 05:27:35,461 - mmaction - INFO - Epoch [79][3700/3757] lr: 1.000e-04, eta: 21:21:18, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9031, loss_cls: 1.0316, loss: 1.0316, grad_norm: 6.7600 2021-02-07 05:27:44,266 - mmaction - INFO - Epoch [79][3720/3757] lr: 1.000e-04, eta: 21:20:55, time: 0.441, data_time: 0.003, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8992, loss_cls: 1.0935, loss: 1.0935, grad_norm: 7.1868 2021-02-07 05:27:53,050 - mmaction - INFO - Epoch [79][3740/3757] lr: 1.000e-04, eta: 21:20:31, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9117, loss_cls: 0.9919, loss: 0.9919, grad_norm: 6.7359 2021-02-07 05:28:01,125 - mmaction - INFO - Saving checkpoint at 79 epochs 2021-02-07 05:28:25,697 - mmaction - INFO - Epoch [80][20/3757] lr: 1.000e-04, eta: 21:19:51, time: 1.155, data_time: 0.705, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8938, loss_cls: 1.0574, loss: 1.0574, grad_norm: 7.0225 2021-02-07 05:28:34,525 - mmaction - INFO - Epoch [80][40/3757] lr: 1.000e-04, eta: 21:19:27, time: 0.441, data_time: 0.004, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8984, loss_cls: 1.0629, loss: 1.0629, grad_norm: 6.8707 2021-02-07 05:28:43,368 - mmaction - INFO - Epoch [80][60/3757] lr: 1.000e-04, eta: 21:19:04, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9055, loss_cls: 0.9842, loss: 0.9842, grad_norm: 6.6192 2021-02-07 05:28:52,188 - mmaction - INFO - Epoch [80][80/3757] lr: 1.000e-04, eta: 21:18:41, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7656, top5_acc: 0.9117, loss_cls: 0.9312, loss: 0.9312, grad_norm: 6.2367 2021-02-07 05:29:00,972 - mmaction - INFO - Epoch [80][100/3757] lr: 1.000e-04, eta: 21:18:17, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8891, loss_cls: 1.0930, loss: 1.0930, grad_norm: 6.9961 2021-02-07 05:29:09,844 - mmaction - INFO - Epoch [80][120/3757] lr: 1.000e-04, eta: 21:17:54, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8805, loss_cls: 1.1290, loss: 1.1290, grad_norm: 6.9916 2021-02-07 05:29:18,687 - mmaction - INFO - Epoch [80][140/3757] lr: 1.000e-04, eta: 21:17:30, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8891, loss_cls: 1.0571, loss: 1.0571, grad_norm: 6.9877 2021-02-07 05:29:27,529 - mmaction - INFO - Epoch [80][160/3757] lr: 1.000e-04, eta: 21:17:07, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8977, loss_cls: 1.0471, loss: 1.0471, grad_norm: 6.7678 2021-02-07 05:29:36,391 - mmaction - INFO - Epoch [80][180/3757] lr: 1.000e-04, eta: 21:16:44, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8961, loss_cls: 1.0518, loss: 1.0518, grad_norm: 6.7816 2021-02-07 05:29:45,218 - mmaction - INFO - Epoch [80][200/3757] lr: 1.000e-04, eta: 21:16:20, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9094, loss_cls: 1.0235, loss: 1.0235, grad_norm: 6.7144 2021-02-07 05:29:54,076 - mmaction - INFO - Epoch [80][220/3757] lr: 1.000e-04, eta: 21:15:57, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9016, loss_cls: 1.0245, loss: 1.0245, grad_norm: 6.8240 2021-02-07 05:30:02,941 - mmaction - INFO - Epoch [80][240/3757] lr: 1.000e-04, eta: 21:15:34, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9016, loss_cls: 1.0013, loss: 1.0013, grad_norm: 6.5271 2021-02-07 05:30:11,785 - mmaction - INFO - Epoch [80][260/3757] lr: 1.000e-04, eta: 21:15:10, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9016, loss_cls: 1.0653, loss: 1.0653, grad_norm: 6.9368 2021-02-07 05:30:20,642 - mmaction - INFO - Epoch [80][280/3757] lr: 1.000e-04, eta: 21:14:47, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8945, loss_cls: 1.0693, loss: 1.0693, grad_norm: 6.8888 2021-02-07 05:30:29,565 - mmaction - INFO - Epoch [80][300/3757] lr: 1.000e-04, eta: 21:14:24, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9039, loss_cls: 1.0204, loss: 1.0204, grad_norm: 6.7039 2021-02-07 05:30:38,371 - mmaction - INFO - Epoch [80][320/3757] lr: 1.000e-04, eta: 21:14:00, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7562, top5_acc: 0.8992, loss_cls: 1.0071, loss: 1.0071, grad_norm: 6.6365 2021-02-07 05:30:47,171 - mmaction - INFO - Epoch [80][340/3757] lr: 1.000e-04, eta: 21:13:37, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9164, loss_cls: 0.9851, loss: 0.9851, grad_norm: 6.7521 2021-02-07 05:30:56,023 - mmaction - INFO - Epoch [80][360/3757] lr: 1.000e-04, eta: 21:13:14, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8938, loss_cls: 1.0745, loss: 1.0745, grad_norm: 6.8820 2021-02-07 05:31:04,851 - mmaction - INFO - Epoch [80][380/3757] lr: 1.000e-04, eta: 21:12:50, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8922, loss_cls: 1.0311, loss: 1.0311, grad_norm: 6.6082 2021-02-07 05:31:13,688 - mmaction - INFO - Epoch [80][400/3757] lr: 1.000e-04, eta: 21:12:27, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9000, loss_cls: 1.0889, loss: 1.0889, grad_norm: 6.8579 2021-02-07 05:31:22,511 - mmaction - INFO - Epoch [80][420/3757] lr: 1.000e-04, eta: 21:12:04, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9031, loss_cls: 1.0289, loss: 1.0289, grad_norm: 6.6637 2021-02-07 05:31:31,414 - mmaction - INFO - Epoch [80][440/3757] lr: 1.000e-04, eta: 21:11:40, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9062, loss_cls: 1.0190, loss: 1.0190, grad_norm: 6.9938 2021-02-07 05:31:40,268 - mmaction - INFO - Epoch [80][460/3757] lr: 1.000e-04, eta: 21:11:17, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9039, loss_cls: 1.0371, loss: 1.0371, grad_norm: 6.8098 2021-02-07 05:31:49,105 - mmaction - INFO - Epoch [80][480/3757] lr: 1.000e-04, eta: 21:10:54, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.8898, loss_cls: 1.0533, loss: 1.0533, grad_norm: 6.6921 2021-02-07 05:31:57,901 - mmaction - INFO - Epoch [80][500/3757] lr: 1.000e-04, eta: 21:10:30, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9039, loss_cls: 1.0523, loss: 1.0523, grad_norm: 6.8639 2021-02-07 05:32:06,714 - mmaction - INFO - Epoch [80][520/3757] lr: 1.000e-04, eta: 21:10:07, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8914, loss_cls: 1.0293, loss: 1.0293, grad_norm: 6.7709 2021-02-07 05:32:15,508 - mmaction - INFO - Epoch [80][540/3757] lr: 1.000e-04, eta: 21:09:44, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8805, loss_cls: 1.1512, loss: 1.1512, grad_norm: 6.9676 2021-02-07 05:32:24,345 - mmaction - INFO - Epoch [80][560/3757] lr: 1.000e-04, eta: 21:09:20, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8820, loss_cls: 1.1481, loss: 1.1481, grad_norm: 7.1167 2021-02-07 05:32:33,161 - mmaction - INFO - Epoch [80][580/3757] lr: 1.000e-04, eta: 21:08:57, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8953, loss_cls: 1.0883, loss: 1.0883, grad_norm: 7.1346 2021-02-07 05:33:02,860 - mmaction - INFO - Epoch [80][600/3757] lr: 1.000e-04, eta: 21:08:41, time: 1.485, data_time: 1.035, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9039, loss_cls: 0.9885, loss: 0.9885, grad_norm: 6.4904 2021-02-07 05:33:11,638 - mmaction - INFO - Epoch [80][620/3757] lr: 1.000e-04, eta: 21:08:18, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.9047, loss_cls: 1.0387, loss: 1.0387, grad_norm: 7.1111 2021-02-07 05:33:20,396 - mmaction - INFO - Epoch [80][640/3757] lr: 1.000e-04, eta: 21:07:55, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0046, loss: 1.0046, grad_norm: 6.7108 2021-02-07 05:33:45,500 - mmaction - INFO - Epoch [80][660/3757] lr: 1.000e-04, eta: 21:07:37, time: 1.255, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9031, loss_cls: 1.0304, loss: 1.0304, grad_norm: 6.8967 2021-02-07 05:33:54,303 - mmaction - INFO - Epoch [80][680/3757] lr: 1.000e-04, eta: 21:07:14, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9062, loss_cls: 1.0279, loss: 1.0279, grad_norm: 6.9869 2021-02-07 05:34:11,641 - mmaction - INFO - Epoch [80][700/3757] lr: 1.000e-04, eta: 21:06:54, time: 0.868, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.9008, loss_cls: 1.0989, loss: 1.0989, grad_norm: 6.9928 2021-02-07 05:34:43,479 - mmaction - INFO - Epoch [80][720/3757] lr: 1.000e-04, eta: 21:06:39, time: 1.592, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8922, loss_cls: 1.0963, loss: 1.0963, grad_norm: 7.2574 2021-02-07 05:34:52,263 - mmaction - INFO - Epoch [80][740/3757] lr: 1.000e-04, eta: 21:06:15, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8914, loss_cls: 1.0848, loss: 1.0848, grad_norm: 6.9522 2021-02-07 05:35:14,540 - mmaction - INFO - Epoch [80][760/3757] lr: 1.000e-04, eta: 21:05:57, time: 1.114, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8852, loss_cls: 1.0914, loss: 1.0914, grad_norm: 7.0273 2021-02-07 05:35:46,104 - mmaction - INFO - Epoch [80][780/3757] lr: 1.000e-04, eta: 21:05:42, time: 1.578, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.0903, loss: 1.0903, grad_norm: 7.0867 2021-02-07 05:36:21,858 - mmaction - INFO - Epoch [80][800/3757] lr: 1.000e-04, eta: 21:05:28, time: 1.788, data_time: 1.348, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8781, loss_cls: 1.1454, loss: 1.1454, grad_norm: 7.1353 2021-02-07 05:36:30,559 - mmaction - INFO - Epoch [80][820/3757] lr: 1.000e-04, eta: 21:05:05, time: 0.435, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8898, loss_cls: 1.1041, loss: 1.1041, grad_norm: 6.9566 2021-02-07 05:36:55,895 - mmaction - INFO - Epoch [80][840/3757] lr: 1.000e-04, eta: 21:04:48, time: 1.267, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8977, loss_cls: 1.0672, loss: 1.0672, grad_norm: 6.7984 2021-02-07 05:37:17,110 - mmaction - INFO - Epoch [80][860/3757] lr: 1.000e-04, eta: 21:04:29, time: 1.061, data_time: 0.621, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8906, loss_cls: 1.0834, loss: 1.0834, grad_norm: 6.9593 2021-02-07 05:37:46,546 - mmaction - INFO - Epoch [80][880/3757] lr: 1.000e-04, eta: 21:04:13, time: 1.472, data_time: 1.034, memory: 7141, top1_acc: 0.7594, top5_acc: 0.8977, loss_cls: 1.0029, loss: 1.0029, grad_norm: 6.6304 2021-02-07 05:38:12,100 - mmaction - INFO - Epoch [80][900/3757] lr: 1.000e-04, eta: 21:03:56, time: 1.277, data_time: 0.835, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9039, loss_cls: 1.0115, loss: 1.0115, grad_norm: 6.9118 2021-02-07 05:38:20,938 - mmaction - INFO - Epoch [80][920/3757] lr: 1.000e-04, eta: 21:03:33, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9039, loss_cls: 1.0397, loss: 1.0397, grad_norm: 6.7901 2021-02-07 05:38:56,756 - mmaction - INFO - Epoch [80][940/3757] lr: 1.000e-04, eta: 21:03:19, time: 1.792, data_time: 1.354, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8984, loss_cls: 1.0350, loss: 1.0350, grad_norm: 6.6396 2021-02-07 05:39:05,647 - mmaction - INFO - Epoch [80][960/3757] lr: 1.000e-04, eta: 21:02:56, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8773, loss_cls: 1.1425, loss: 1.1425, grad_norm: 6.8928 2021-02-07 05:39:14,461 - mmaction - INFO - Epoch [80][980/3757] lr: 1.000e-04, eta: 21:02:33, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7570, top5_acc: 0.9047, loss_cls: 1.0117, loss: 1.0117, grad_norm: 6.9983 2021-02-07 05:39:23,225 - mmaction - INFO - Epoch [80][1000/3757] lr: 1.000e-04, eta: 21:02:09, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8930, loss_cls: 1.0735, loss: 1.0735, grad_norm: 6.6906 2021-02-07 05:39:32,037 - mmaction - INFO - Epoch [80][1020/3757] lr: 1.000e-04, eta: 21:01:46, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9008, loss_cls: 1.0822, loss: 1.0822, grad_norm: 6.8532 2021-02-07 05:39:40,865 - mmaction - INFO - Epoch [80][1040/3757] lr: 1.000e-04, eta: 21:01:23, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8859, loss_cls: 1.0933, loss: 1.0933, grad_norm: 7.0040 2021-02-07 05:39:49,680 - mmaction - INFO - Epoch [80][1060/3757] lr: 1.000e-04, eta: 21:00:59, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8883, loss_cls: 1.0770, loss: 1.0770, grad_norm: 6.7964 2021-02-07 05:40:22,930 - mmaction - INFO - Epoch [80][1080/3757] lr: 1.000e-04, eta: 21:00:45, time: 1.662, data_time: 1.220, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9031, loss_cls: 0.9960, loss: 0.9960, grad_norm: 6.5976 2021-02-07 05:41:17,336 - mmaction - INFO - Epoch [80][1100/3757] lr: 1.000e-04, eta: 21:00:38, time: 2.720, data_time: 1.222, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8867, loss_cls: 1.1018, loss: 1.1018, grad_norm: 6.9443 2021-02-07 05:41:26,145 - mmaction - INFO - Epoch [80][1120/3757] lr: 1.000e-04, eta: 21:00:15, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8852, loss_cls: 1.0877, loss: 1.0877, grad_norm: 6.9810 2021-02-07 05:42:21,773 - mmaction - INFO - Epoch [80][1140/3757] lr: 1.000e-04, eta: 21:00:08, time: 2.781, data_time: 1.458, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8953, loss_cls: 1.0303, loss: 1.0303, grad_norm: 6.6455 2021-02-07 05:42:58,993 - mmaction - INFO - Epoch [80][1160/3757] lr: 1.000e-04, eta: 20:59:55, time: 1.861, data_time: 1.415, memory: 7141, top1_acc: 0.7250, top5_acc: 0.9070, loss_cls: 1.0477, loss: 1.0477, grad_norm: 6.8634 2021-02-07 05:43:52,898 - mmaction - INFO - Epoch [80][1180/3757] lr: 1.000e-04, eta: 20:59:48, time: 2.695, data_time: 2.247, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8867, loss_cls: 1.1442, loss: 1.1442, grad_norm: 6.9566 2021-02-07 05:44:25,698 - mmaction - INFO - Epoch [80][1200/3757] lr: 1.000e-04, eta: 20:59:34, time: 1.640, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9086, loss_cls: 0.9969, loss: 0.9969, grad_norm: 6.6138 2021-02-07 05:45:52,181 - mmaction - INFO - Epoch [80][1220/3757] lr: 1.000e-04, eta: 20:59:39, time: 4.325, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8922, loss_cls: 1.0745, loss: 1.0745, grad_norm: 6.9654 2021-02-07 05:46:26,701 - mmaction - INFO - Epoch [80][1240/3757] lr: 1.000e-04, eta: 20:59:24, time: 1.726, data_time: 1.283, memory: 7141, top1_acc: 0.7297, top5_acc: 0.9023, loss_cls: 1.0749, loss: 1.0749, grad_norm: 6.9702 2021-02-07 05:46:55,841 - mmaction - INFO - Epoch [80][1260/3757] lr: 1.000e-04, eta: 20:59:09, time: 1.457, data_time: 1.018, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9086, loss_cls: 0.9912, loss: 0.9912, grad_norm: 6.6681 2021-02-07 05:47:28,772 - mmaction - INFO - Epoch [80][1280/3757] lr: 1.000e-04, eta: 20:58:54, time: 1.647, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8992, loss_cls: 1.0269, loss: 1.0269, grad_norm: 6.7120 2021-02-07 05:48:06,411 - mmaction - INFO - Epoch [80][1300/3757] lr: 1.000e-04, eta: 20:58:41, time: 1.882, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9062, loss_cls: 1.0525, loss: 1.0525, grad_norm: 6.9956 2021-02-07 05:48:39,935 - mmaction - INFO - Epoch [80][1320/3757] lr: 1.000e-04, eta: 20:58:27, time: 1.675, data_time: 1.235, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9070, loss_cls: 0.9860, loss: 0.9860, grad_norm: 6.7582 2021-02-07 05:48:48,626 - mmaction - INFO - Epoch [80][1340/3757] lr: 1.000e-04, eta: 20:58:03, time: 0.435, data_time: 0.001, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9102, loss_cls: 0.9566, loss: 0.9566, grad_norm: 6.3663 2021-02-07 05:49:18,455 - mmaction - INFO - Epoch [80][1360/3757] lr: 1.000e-04, eta: 20:57:47, time: 1.491, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9062, loss_cls: 0.9845, loss: 0.9845, grad_norm: 6.4998 2021-02-07 05:49:49,989 - mmaction - INFO - Epoch [80][1380/3757] lr: 1.000e-04, eta: 20:57:32, time: 1.577, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8914, loss_cls: 1.0898, loss: 1.0898, grad_norm: 7.0206 2021-02-07 05:49:58,741 - mmaction - INFO - Epoch [80][1400/3757] lr: 1.000e-04, eta: 20:57:09, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8961, loss_cls: 1.0655, loss: 1.0655, grad_norm: 6.8153 2021-02-07 05:50:38,650 - mmaction - INFO - Epoch [80][1420/3757] lr: 1.000e-04, eta: 20:56:57, time: 1.996, data_time: 1.551, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9047, loss_cls: 1.0352, loss: 1.0352, grad_norm: 6.8411 2021-02-07 05:50:47,367 - mmaction - INFO - Epoch [80][1440/3757] lr: 1.000e-04, eta: 20:56:34, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8969, loss_cls: 1.0749, loss: 1.0749, grad_norm: 7.0203 2021-02-07 05:51:14,199 - mmaction - INFO - Epoch [80][1460/3757] lr: 1.000e-04, eta: 20:56:17, time: 1.341, data_time: 0.902, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9086, loss_cls: 1.0194, loss: 1.0194, grad_norm: 6.6844 2021-02-07 05:51:22,995 - mmaction - INFO - Epoch [80][1480/3757] lr: 1.000e-04, eta: 20:55:53, time: 0.440, data_time: 0.002, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8969, loss_cls: 1.0601, loss: 1.0601, grad_norm: 6.9198 2021-02-07 05:51:33,292 - mmaction - INFO - Epoch [80][1500/3757] lr: 1.000e-04, eta: 20:55:31, time: 0.515, data_time: 0.001, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9086, loss_cls: 1.0381, loss: 1.0381, grad_norm: 6.7716 2021-02-07 05:51:42,049 - mmaction - INFO - Epoch [80][1520/3757] lr: 1.000e-04, eta: 20:55:07, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8781, loss_cls: 1.1603, loss: 1.1603, grad_norm: 7.0687 2021-02-07 05:51:50,809 - mmaction - INFO - Epoch [80][1540/3757] lr: 1.000e-04, eta: 20:54:44, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8945, loss_cls: 1.0925, loss: 1.0925, grad_norm: 6.9653 2021-02-07 05:51:59,574 - mmaction - INFO - Epoch [80][1560/3757] lr: 1.000e-04, eta: 20:54:21, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.0818, loss: 1.0818, grad_norm: 7.0045 2021-02-07 05:52:33,105 - mmaction - INFO - Epoch [80][1580/3757] lr: 1.000e-04, eta: 20:54:06, time: 1.677, data_time: 1.233, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9039, loss_cls: 1.0240, loss: 1.0240, grad_norm: 6.8310 2021-02-07 05:52:59,401 - mmaction - INFO - Epoch [80][1600/3757] lr: 1.000e-04, eta: 20:53:49, time: 1.314, data_time: 0.237, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0689, loss: 1.0689, grad_norm: 6.8587 2021-02-07 05:53:24,449 - mmaction - INFO - Epoch [80][1620/3757] lr: 1.000e-04, eta: 20:53:32, time: 1.253, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9016, loss_cls: 1.0838, loss: 1.0838, grad_norm: 6.9001 2021-02-07 05:53:33,182 - mmaction - INFO - Epoch [80][1640/3757] lr: 1.000e-04, eta: 20:53:09, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8828, loss_cls: 1.0790, loss: 1.0790, grad_norm: 7.0982 2021-02-07 05:54:39,172 - mmaction - INFO - Epoch [80][1660/3757] lr: 1.000e-04, eta: 20:53:06, time: 3.300, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9008, loss_cls: 1.0353, loss: 1.0353, grad_norm: 6.7585 2021-02-07 05:55:05,326 - mmaction - INFO - Epoch [80][1680/3757] lr: 1.000e-04, eta: 20:52:49, time: 1.307, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9016, loss_cls: 1.0652, loss: 1.0652, grad_norm: 6.7275 2021-02-07 05:55:14,069 - mmaction - INFO - Epoch [80][1700/3757] lr: 1.000e-04, eta: 20:52:25, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1400, loss: 1.1400, grad_norm: 6.9284 2021-02-07 05:55:49,140 - mmaction - INFO - Epoch [80][1720/3757] lr: 1.000e-04, eta: 20:52:12, time: 1.754, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8953, loss_cls: 1.0695, loss: 1.0695, grad_norm: 6.9603 2021-02-07 05:56:27,847 - mmaction - INFO - Epoch [80][1740/3757] lr: 1.000e-04, eta: 20:51:59, time: 1.935, data_time: 0.286, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8828, loss_cls: 1.1040, loss: 1.1040, grad_norm: 6.8762 2021-02-07 05:56:36,586 - mmaction - INFO - Epoch [80][1760/3757] lr: 1.000e-04, eta: 20:51:36, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8930, loss_cls: 1.1048, loss: 1.1048, grad_norm: 7.0009 2021-02-07 05:57:06,689 - mmaction - INFO - Epoch [80][1780/3757] lr: 1.000e-04, eta: 20:51:20, time: 1.505, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9023, loss_cls: 0.9951, loss: 0.9951, grad_norm: 6.7003 2021-02-07 05:57:32,411 - mmaction - INFO - Epoch [80][1800/3757] lr: 1.000e-04, eta: 20:51:03, time: 1.286, data_time: 0.845, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8930, loss_cls: 1.0813, loss: 1.0813, grad_norm: 7.0398 2021-02-07 05:57:41,181 - mmaction - INFO - Epoch [80][1820/3757] lr: 1.000e-04, eta: 20:50:39, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1268, loss: 1.1268, grad_norm: 6.9322 2021-02-07 05:58:36,831 - mmaction - INFO - Epoch [80][1840/3757] lr: 1.000e-04, eta: 20:50:33, time: 2.784, data_time: 0.002, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8961, loss_cls: 1.0810, loss: 1.0810, grad_norm: 7.0162 2021-02-07 05:59:21,455 - mmaction - INFO - Epoch [80][1860/3757] lr: 1.000e-04, eta: 20:50:22, time: 2.231, data_time: 0.000, memory: 7141, top1_acc: 0.7688, top5_acc: 0.9164, loss_cls: 0.9523, loss: 0.9523, grad_norm: 6.6322 2021-02-07 05:59:44,943 - mmaction - INFO - Epoch [80][1880/3757] lr: 1.000e-04, eta: 20:50:04, time: 1.175, data_time: 0.734, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8977, loss_cls: 1.0696, loss: 1.0696, grad_norm: 6.9739 2021-02-07 06:00:27,726 - mmaction - INFO - Epoch [80][1900/3757] lr: 1.000e-04, eta: 20:49:53, time: 2.133, data_time: 1.502, memory: 7141, top1_acc: 0.7500, top5_acc: 0.8984, loss_cls: 1.0291, loss: 1.0291, grad_norm: 6.6219 2021-02-07 06:00:36,469 - mmaction - INFO - Epoch [80][1920/3757] lr: 1.000e-04, eta: 20:49:30, time: 0.444, data_time: 0.009, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.0898, loss: 1.0898, grad_norm: 6.8109 2021-02-07 06:01:07,972 - mmaction - INFO - Epoch [80][1940/3757] lr: 1.000e-04, eta: 20:49:15, time: 1.575, data_time: 0.001, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9039, loss_cls: 0.9915, loss: 0.9915, grad_norm: 6.7357 2021-02-07 06:01:28,181 - mmaction - INFO - Epoch [80][1960/3757] lr: 1.000e-04, eta: 20:48:55, time: 1.011, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9062, loss_cls: 1.0513, loss: 1.0513, grad_norm: 6.8759 2021-02-07 06:01:37,002 - mmaction - INFO - Epoch [80][1980/3757] lr: 1.000e-04, eta: 20:48:32, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8969, loss_cls: 1.0429, loss: 1.0429, grad_norm: 6.7230 2021-02-07 06:02:08,938 - mmaction - INFO - Epoch [80][2000/3757] lr: 1.000e-04, eta: 20:48:17, time: 1.597, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8906, loss_cls: 1.1019, loss: 1.1019, grad_norm: 7.1227 2021-02-07 06:03:15,538 - mmaction - INFO - Epoch [80][2020/3757] lr: 1.000e-04, eta: 20:48:14, time: 3.330, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1120, loss: 1.1120, grad_norm: 7.1981 2021-02-07 06:03:48,424 - mmaction - INFO - Epoch [80][2040/3757] lr: 1.000e-04, eta: 20:48:00, time: 1.645, data_time: 1.198, memory: 7141, top1_acc: 0.7539, top5_acc: 0.8898, loss_cls: 1.0420, loss: 1.0420, grad_norm: 6.9102 2021-02-07 06:05:07,474 - mmaction - INFO - Epoch [80][2060/3757] lr: 1.000e-04, eta: 20:48:01, time: 3.952, data_time: 2.381, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8953, loss_cls: 1.0567, loss: 1.0567, grad_norm: 6.8900 2021-02-07 06:05:16,235 - mmaction - INFO - Epoch [80][2080/3757] lr: 1.000e-04, eta: 20:47:38, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8883, loss_cls: 1.0982, loss: 1.0982, grad_norm: 6.7437 2021-02-07 06:05:33,910 - mmaction - INFO - Epoch [80][2100/3757] lr: 1.000e-04, eta: 20:47:18, time: 0.884, data_time: 0.002, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9008, loss_cls: 1.0560, loss: 1.0560, grad_norm: 6.9497 2021-02-07 06:05:42,625 - mmaction - INFO - Epoch [80][2120/3757] lr: 1.000e-04, eta: 20:46:55, time: 0.435, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8969, loss_cls: 1.0293, loss: 1.0293, grad_norm: 6.7368 2021-02-07 06:05:51,368 - mmaction - INFO - Epoch [80][2140/3757] lr: 1.000e-04, eta: 20:46:31, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8945, loss_cls: 1.0680, loss: 1.0680, grad_norm: 7.0420 2021-02-07 06:06:52,705 - mmaction - INFO - Epoch [80][2160/3757] lr: 1.000e-04, eta: 20:46:27, time: 3.067, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8773, loss_cls: 1.1602, loss: 1.1602, grad_norm: 6.9019 2021-02-07 06:07:30,311 - mmaction - INFO - Epoch [80][2180/3757] lr: 1.000e-04, eta: 20:46:14, time: 1.880, data_time: 0.001, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9070, loss_cls: 1.0243, loss: 1.0243, grad_norm: 6.5817 2021-02-07 06:07:39,931 - mmaction - INFO - Epoch [80][2200/3757] lr: 1.000e-04, eta: 20:45:51, time: 0.481, data_time: 0.045, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8828, loss_cls: 1.0675, loss: 1.0675, grad_norm: 6.7538 2021-02-07 06:08:54,644 - mmaction - INFO - Epoch [80][2220/3757] lr: 1.000e-04, eta: 20:45:51, time: 3.736, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8984, loss_cls: 1.0112, loss: 1.0112, grad_norm: 6.6006 2021-02-07 06:09:03,335 - mmaction - INFO - Epoch [80][2240/3757] lr: 1.000e-04, eta: 20:45:27, time: 0.435, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8914, loss_cls: 1.0513, loss: 1.0513, grad_norm: 6.6376 2021-02-07 06:09:18,183 - mmaction - INFO - Epoch [80][2260/3757] lr: 1.000e-04, eta: 20:45:06, time: 0.742, data_time: 0.000, memory: 7141, top1_acc: 0.7609, top5_acc: 0.9008, loss_cls: 0.9996, loss: 0.9996, grad_norm: 6.5360 2021-02-07 06:09:26,901 - mmaction - INFO - Epoch [80][2280/3757] lr: 1.000e-04, eta: 20:44:43, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.8953, loss_cls: 1.0718, loss: 1.0718, grad_norm: 6.9487 2021-02-07 06:09:50,970 - mmaction - INFO - Epoch [80][2300/3757] lr: 1.000e-04, eta: 20:44:25, time: 1.203, data_time: 0.757, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8977, loss_cls: 1.0410, loss: 1.0410, grad_norm: 6.5516 2021-02-07 06:09:59,732 - mmaction - INFO - Epoch [80][2320/3757] lr: 1.000e-04, eta: 20:44:02, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8938, loss_cls: 1.0989, loss: 1.0989, grad_norm: 6.8487 2021-02-07 06:10:27,886 - mmaction - INFO - Epoch [80][2340/3757] lr: 1.000e-04, eta: 20:43:45, time: 1.408, data_time: 0.959, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8969, loss_cls: 1.0597, loss: 1.0597, grad_norm: 6.8847 2021-02-07 06:10:36,667 - mmaction - INFO - Epoch [80][2360/3757] lr: 1.000e-04, eta: 20:43:22, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8977, loss_cls: 1.0228, loss: 1.0228, grad_norm: 6.8427 2021-02-07 06:10:45,439 - mmaction - INFO - Epoch [80][2380/3757] lr: 1.000e-04, eta: 20:42:59, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8977, loss_cls: 1.0903, loss: 1.0903, grad_norm: 6.9554 2021-02-07 06:10:54,181 - mmaction - INFO - Epoch [80][2400/3757] lr: 1.000e-04, eta: 20:42:35, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9047, loss_cls: 1.0376, loss: 1.0376, grad_norm: 6.7299 2021-02-07 06:11:02,961 - mmaction - INFO - Epoch [80][2420/3757] lr: 1.000e-04, eta: 20:42:12, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9094, loss_cls: 1.0130, loss: 1.0130, grad_norm: 6.7665 2021-02-07 06:11:24,149 - mmaction - INFO - Epoch [80][2440/3757] lr: 1.000e-04, eta: 20:41:53, time: 1.059, data_time: 0.618, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8828, loss_cls: 1.1276, loss: 1.1276, grad_norm: 7.0020 2021-02-07 06:11:44,456 - mmaction - INFO - Epoch [80][2460/3757] lr: 1.000e-04, eta: 20:41:34, time: 1.015, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8906, loss_cls: 1.0982, loss: 1.0982, grad_norm: 6.9805 2021-02-07 06:11:53,299 - mmaction - INFO - Epoch [80][2480/3757] lr: 1.000e-04, eta: 20:41:11, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8977, loss_cls: 1.0751, loss: 1.0751, grad_norm: 6.9006 2021-02-07 06:12:29,899 - mmaction - INFO - Epoch [80][2500/3757] lr: 1.000e-04, eta: 20:40:57, time: 1.830, data_time: 0.001, memory: 7141, top1_acc: 0.7703, top5_acc: 0.8984, loss_cls: 0.9488, loss: 0.9488, grad_norm: 6.3367 2021-02-07 06:12:44,694 - mmaction - INFO - Epoch [80][2520/3757] lr: 1.000e-04, eta: 20:40:36, time: 0.740, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8898, loss_cls: 1.0854, loss: 1.0854, grad_norm: 6.9970 2021-02-07 06:12:53,438 - mmaction - INFO - Epoch [80][2540/3757] lr: 1.000e-04, eta: 20:40:13, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7570, top5_acc: 0.9078, loss_cls: 1.0032, loss: 1.0032, grad_norm: 6.7796 2021-02-07 06:13:11,132 - mmaction - INFO - Epoch [80][2560/3757] lr: 1.000e-04, eta: 20:39:53, time: 0.885, data_time: 0.445, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8883, loss_cls: 1.1333, loss: 1.1333, grad_norm: 6.8425 2021-02-07 06:13:19,912 - mmaction - INFO - Epoch [80][2580/3757] lr: 1.000e-04, eta: 20:39:29, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8906, loss_cls: 1.0800, loss: 1.0800, grad_norm: 6.8924 2021-02-07 06:13:48,794 - mmaction - INFO - Epoch [80][2600/3757] lr: 1.000e-04, eta: 20:39:13, time: 1.444, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8945, loss_cls: 1.1266, loss: 1.1266, grad_norm: 7.1837 2021-02-07 06:14:05,006 - mmaction - INFO - Epoch [80][2620/3757] lr: 1.000e-04, eta: 20:38:53, time: 0.811, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8953, loss_cls: 1.0166, loss: 1.0166, grad_norm: 6.6275 2021-02-07 06:14:26,899 - mmaction - INFO - Epoch [80][2640/3757] lr: 1.000e-04, eta: 20:38:34, time: 1.095, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9047, loss_cls: 1.0401, loss: 1.0401, grad_norm: 6.6162 2021-02-07 06:14:35,610 - mmaction - INFO - Epoch [80][2660/3757] lr: 1.000e-04, eta: 20:38:11, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8844, loss_cls: 1.1050, loss: 1.1050, grad_norm: 6.8882 2021-02-07 06:14:44,400 - mmaction - INFO - Epoch [80][2680/3757] lr: 1.000e-04, eta: 20:37:47, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8883, loss_cls: 1.0942, loss: 1.0942, grad_norm: 6.9152 2021-02-07 06:14:53,215 - mmaction - INFO - Epoch [80][2700/3757] lr: 1.000e-04, eta: 20:37:24, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.0747, loss: 1.0747, grad_norm: 7.0999 2021-02-07 06:15:01,973 - mmaction - INFO - Epoch [80][2720/3757] lr: 1.000e-04, eta: 20:37:01, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8922, loss_cls: 1.0790, loss: 1.0790, grad_norm: 7.0205 2021-02-07 06:15:10,773 - mmaction - INFO - Epoch [80][2740/3757] lr: 1.000e-04, eta: 20:36:38, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9039, loss_cls: 1.0626, loss: 1.0626, grad_norm: 6.8736 2021-02-07 06:15:42,169 - mmaction - INFO - Epoch [80][2760/3757] lr: 1.000e-04, eta: 20:36:22, time: 1.570, data_time: 0.000, memory: 7141, top1_acc: 0.7602, top5_acc: 0.9109, loss_cls: 0.9454, loss: 0.9454, grad_norm: 6.4294 2021-02-07 06:16:33,500 - mmaction - INFO - Epoch [80][2780/3757] lr: 1.000e-04, eta: 20:36:14, time: 2.567, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8891, loss_cls: 1.1001, loss: 1.1001, grad_norm: 7.1433 2021-02-07 06:17:28,836 - mmaction - INFO - Epoch [80][2800/3757] lr: 1.000e-04, eta: 20:36:07, time: 2.767, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9000, loss_cls: 1.0528, loss: 1.0528, grad_norm: 6.7396 2021-02-07 06:17:55,395 - mmaction - INFO - Epoch [80][2820/3757] lr: 1.000e-04, eta: 20:35:50, time: 1.328, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.9055, loss_cls: 1.0480, loss: 1.0480, grad_norm: 6.8969 2021-02-07 06:18:28,198 - mmaction - INFO - Epoch [80][2840/3757] lr: 1.000e-04, eta: 20:35:35, time: 1.640, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9117, loss_cls: 0.9930, loss: 0.9930, grad_norm: 6.5405 2021-02-07 06:19:09,095 - mmaction - INFO - Epoch [80][2860/3757] lr: 1.000e-04, eta: 20:35:23, time: 2.045, data_time: 1.604, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8945, loss_cls: 1.0562, loss: 1.0562, grad_norm: 6.7238 2021-02-07 06:19:17,872 - mmaction - INFO - Epoch [80][2880/3757] lr: 1.000e-04, eta: 20:35:00, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9047, loss_cls: 1.0534, loss: 1.0534, grad_norm: 6.8780 2021-02-07 06:19:35,795 - mmaction - INFO - Epoch [80][2900/3757] lr: 1.000e-04, eta: 20:34:40, time: 0.896, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8797, loss_cls: 1.1230, loss: 1.1230, grad_norm: 6.9740 2021-02-07 06:20:01,052 - mmaction - INFO - Epoch [80][2920/3757] lr: 1.000e-04, eta: 20:34:23, time: 1.262, data_time: 0.483, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9086, loss_cls: 1.0115, loss: 1.0115, grad_norm: 6.7255 2021-02-07 06:20:21,838 - mmaction - INFO - Epoch [80][2940/3757] lr: 1.000e-04, eta: 20:34:04, time: 1.040, data_time: 0.001, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9023, loss_cls: 1.0298, loss: 1.0298, grad_norm: 6.5812 2021-02-07 06:21:11,795 - mmaction - INFO - Epoch [80][2960/3757] lr: 1.000e-04, eta: 20:33:55, time: 2.498, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8930, loss_cls: 1.0851, loss: 1.0851, grad_norm: 6.9138 2021-02-07 06:21:26,858 - mmaction - INFO - Epoch [80][2980/3757] lr: 1.000e-04, eta: 20:33:34, time: 0.753, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8805, loss_cls: 1.1347, loss: 1.1347, grad_norm: 6.9433 2021-02-07 06:21:35,549 - mmaction - INFO - Epoch [80][3000/3757] lr: 1.000e-04, eta: 20:33:10, time: 0.435, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.1095, loss: 1.1095, grad_norm: 6.9645 2021-02-07 06:21:44,307 - mmaction - INFO - Epoch [80][3020/3757] lr: 1.000e-04, eta: 20:32:47, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9039, loss_cls: 1.0341, loss: 1.0341, grad_norm: 6.7518 2021-02-07 06:22:11,198 - mmaction - INFO - Epoch [80][3040/3757] lr: 1.000e-04, eta: 20:32:30, time: 1.344, data_time: 0.903, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8930, loss_cls: 1.1062, loss: 1.1062, grad_norm: 7.1999 2021-02-07 06:23:07,326 - mmaction - INFO - Epoch [80][3060/3757] lr: 1.000e-04, eta: 20:32:24, time: 2.806, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8922, loss_cls: 1.0921, loss: 1.0921, grad_norm: 6.8580 2021-02-07 06:23:29,551 - mmaction - INFO - Epoch [80][3080/3757] lr: 1.000e-04, eta: 20:32:05, time: 1.112, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9086, loss_cls: 1.0139, loss: 1.0139, grad_norm: 6.6830 2021-02-07 06:23:48,702 - mmaction - INFO - Epoch [80][3100/3757] lr: 1.000e-04, eta: 20:31:45, time: 0.958, data_time: 0.520, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9086, loss_cls: 1.0082, loss: 1.0082, grad_norm: 6.7074 2021-02-07 06:24:14,213 - mmaction - INFO - Epoch [80][3120/3757] lr: 1.000e-04, eta: 20:31:28, time: 1.275, data_time: 0.386, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8875, loss_cls: 1.0690, loss: 1.0690, grad_norm: 6.5802 2021-02-07 06:24:46,624 - mmaction - INFO - Epoch [80][3140/3757] lr: 1.000e-04, eta: 20:31:13, time: 1.620, data_time: 1.181, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8922, loss_cls: 1.0348, loss: 1.0348, grad_norm: 6.7321 2021-02-07 06:25:16,839 - mmaction - INFO - Epoch [80][3160/3757] lr: 1.000e-04, eta: 20:30:57, time: 1.511, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9023, loss_cls: 1.0123, loss: 1.0123, grad_norm: 6.8415 2021-02-07 06:25:47,099 - mmaction - INFO - Epoch [80][3180/3757] lr: 1.000e-04, eta: 20:30:41, time: 1.513, data_time: 1.071, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8992, loss_cls: 1.0852, loss: 1.0852, grad_norm: 6.9321 2021-02-07 06:26:56,807 - mmaction - INFO - Epoch [80][3200/3757] lr: 1.000e-04, eta: 20:30:39, time: 3.486, data_time: 0.855, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9078, loss_cls: 1.0038, loss: 1.0038, grad_norm: 6.5203 2021-02-07 06:27:56,578 - mmaction - INFO - Epoch [80][3220/3757] lr: 1.000e-04, eta: 20:30:34, time: 2.989, data_time: 1.329, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8977, loss_cls: 1.0585, loss: 1.0585, grad_norm: 6.6809 2021-02-07 06:30:00,295 - mmaction - INFO - Epoch [80][3240/3757] lr: 1.000e-04, eta: 20:30:51, time: 6.186, data_time: 2.529, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9008, loss_cls: 1.0193, loss: 1.0193, grad_norm: 6.6409 2021-02-07 06:30:44,945 - mmaction - INFO - Epoch [80][3260/3757] lr: 1.000e-04, eta: 20:30:40, time: 2.233, data_time: 1.787, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8961, loss_cls: 1.0537, loss: 1.0537, grad_norm: 6.8228 2021-02-07 06:31:23,159 - mmaction - INFO - Epoch [80][3280/3757] lr: 1.000e-04, eta: 20:30:27, time: 1.910, data_time: 0.200, memory: 7141, top1_acc: 0.7219, top5_acc: 0.9023, loss_cls: 1.1014, loss: 1.1014, grad_norm: 6.9384 2021-02-07 06:31:45,292 - mmaction - INFO - Epoch [80][3300/3757] lr: 1.000e-04, eta: 20:30:08, time: 1.107, data_time: 0.668, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8977, loss_cls: 1.1081, loss: 1.1081, grad_norm: 7.1012 2021-02-07 06:32:47,769 - mmaction - INFO - Epoch [80][3320/3757] lr: 1.000e-04, eta: 20:30:04, time: 3.124, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8977, loss_cls: 1.0459, loss: 1.0459, grad_norm: 6.6784 2021-02-07 06:33:46,013 - mmaction - INFO - Epoch [80][3340/3757] lr: 1.000e-04, eta: 20:29:58, time: 2.912, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9039, loss_cls: 1.0257, loss: 1.0257, grad_norm: 7.1164 2021-02-07 06:34:46,205 - mmaction - INFO - Epoch [80][3360/3757] lr: 1.000e-04, eta: 20:29:52, time: 3.010, data_time: 2.559, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8945, loss_cls: 1.0460, loss: 1.0460, grad_norm: 6.8014 2021-02-07 06:34:57,137 - mmaction - INFO - Epoch [80][3380/3757] lr: 1.000e-04, eta: 20:29:30, time: 0.547, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8875, loss_cls: 1.1571, loss: 1.1571, grad_norm: 7.0332 2021-02-07 06:35:05,814 - mmaction - INFO - Epoch [80][3400/3757] lr: 1.000e-04, eta: 20:29:06, time: 0.434, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8953, loss_cls: 1.0972, loss: 1.0972, grad_norm: 7.0393 2021-02-07 06:35:36,558 - mmaction - INFO - Epoch [80][3420/3757] lr: 1.000e-04, eta: 20:28:51, time: 1.537, data_time: 1.093, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9062, loss_cls: 1.0163, loss: 1.0163, grad_norm: 6.7851 2021-02-07 06:35:56,428 - mmaction - INFO - Epoch [80][3440/3757] lr: 1.000e-04, eta: 20:28:31, time: 0.994, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8836, loss_cls: 1.0868, loss: 1.0868, grad_norm: 6.9744 2021-02-07 06:36:25,453 - mmaction - INFO - Epoch [80][3460/3757] lr: 1.000e-04, eta: 20:28:15, time: 1.451, data_time: 0.514, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8969, loss_cls: 1.0778, loss: 1.0778, grad_norm: 6.8138 2021-02-07 06:36:34,201 - mmaction - INFO - Epoch [80][3480/3757] lr: 1.000e-04, eta: 20:27:52, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8844, loss_cls: 1.0993, loss: 1.0993, grad_norm: 7.1447 2021-02-07 06:36:53,909 - mmaction - INFO - Epoch [80][3500/3757] lr: 1.000e-04, eta: 20:27:32, time: 0.985, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8867, loss_cls: 1.1022, loss: 1.1022, grad_norm: 6.8022 2021-02-07 06:37:04,022 - mmaction - INFO - Epoch [80][3520/3757] lr: 1.000e-04, eta: 20:27:09, time: 0.506, data_time: 0.046, memory: 7141, top1_acc: 0.7172, top5_acc: 0.9023, loss_cls: 1.0899, loss: 1.0899, grad_norm: 6.9471 2021-02-07 06:37:12,855 - mmaction - INFO - Epoch [80][3540/3757] lr: 1.000e-04, eta: 20:26:46, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8742, loss_cls: 1.1394, loss: 1.1394, grad_norm: 6.9300 2021-02-07 06:37:46,721 - mmaction - INFO - Epoch [80][3560/3757] lr: 1.000e-04, eta: 20:26:32, time: 1.693, data_time: 0.749, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.0546, loss: 1.0546, grad_norm: 6.8286 2021-02-07 06:38:04,612 - mmaction - INFO - Epoch [80][3580/3757] lr: 1.000e-04, eta: 20:26:11, time: 0.894, data_time: 0.455, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8945, loss_cls: 1.0520, loss: 1.0520, grad_norm: 6.7323 2021-02-07 06:38:21,722 - mmaction - INFO - Epoch [80][3600/3757] lr: 1.000e-04, eta: 20:25:51, time: 0.856, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9000, loss_cls: 1.0591, loss: 1.0591, grad_norm: 7.0508 2021-02-07 06:38:53,017 - mmaction - INFO - Epoch [80][3620/3757] lr: 1.000e-04, eta: 20:25:36, time: 1.565, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9109, loss_cls: 1.0506, loss: 1.0506, grad_norm: 7.0215 2021-02-07 06:39:01,765 - mmaction - INFO - Epoch [80][3640/3757] lr: 1.000e-04, eta: 20:25:12, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8859, loss_cls: 1.1168, loss: 1.1168, grad_norm: 6.8371 2021-02-07 06:39:22,051 - mmaction - INFO - Epoch [80][3660/3757] lr: 1.000e-04, eta: 20:24:53, time: 1.015, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9203, loss_cls: 1.0130, loss: 1.0130, grad_norm: 6.6687 2021-02-07 06:39:54,653 - mmaction - INFO - Epoch [80][3680/3757] lr: 1.000e-04, eta: 20:24:38, time: 1.630, data_time: 1.180, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8859, loss_cls: 1.0948, loss: 1.0948, grad_norm: 7.0871 2021-02-07 06:40:15,833 - mmaction - INFO - Epoch [80][3700/3757] lr: 1.000e-04, eta: 20:24:19, time: 1.059, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8969, loss_cls: 1.0392, loss: 1.0392, grad_norm: 6.7267 2021-02-07 06:40:24,547 - mmaction - INFO - Epoch [80][3720/3757] lr: 1.000e-04, eta: 20:23:56, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8961, loss_cls: 1.0829, loss: 1.0829, grad_norm: 6.9592 2021-02-07 06:40:43,189 - mmaction - INFO - Epoch [80][3740/3757] lr: 1.000e-04, eta: 20:23:36, time: 0.932, data_time: 0.491, memory: 7141, top1_acc: 0.7305, top5_acc: 0.9000, loss_cls: 1.0382, loss: 1.0382, grad_norm: 6.6866 2021-02-07 06:41:03,435 - mmaction - INFO - Saving checkpoint at 80 epochs 2021-02-07 06:42:11,128 - mmaction - INFO - Epoch [81][20/3757] lr: 1.000e-04, eta: 20:23:11, time: 3.359, data_time: 2.764, memory: 7141, top1_acc: 0.7609, top5_acc: 0.9016, loss_cls: 0.9901, loss: 0.9901, grad_norm: 6.6140 2021-02-07 06:42:19,888 - mmaction - INFO - Epoch [81][40/3757] lr: 1.000e-04, eta: 20:22:47, time: 0.438, data_time: 0.002, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8805, loss_cls: 1.0993, loss: 1.0993, grad_norm: 6.8148 2021-02-07 06:42:28,662 - mmaction - INFO - Epoch [81][60/3757] lr: 1.000e-04, eta: 20:22:24, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8914, loss_cls: 1.0821, loss: 1.0821, grad_norm: 6.9108 2021-02-07 06:42:37,397 - mmaction - INFO - Epoch [81][80/3757] lr: 1.000e-04, eta: 20:22:01, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8969, loss_cls: 1.0749, loss: 1.0749, grad_norm: 6.7559 2021-02-07 06:42:46,157 - mmaction - INFO - Epoch [81][100/3757] lr: 1.000e-04, eta: 20:21:38, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9109, loss_cls: 1.0145, loss: 1.0145, grad_norm: 6.6177 2021-02-07 06:42:54,916 - mmaction - INFO - Epoch [81][120/3757] lr: 1.000e-04, eta: 20:21:14, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9000, loss_cls: 1.0571, loss: 1.0571, grad_norm: 7.0048 2021-02-07 06:43:03,711 - mmaction - INFO - Epoch [81][140/3757] lr: 1.000e-04, eta: 20:20:51, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9008, loss_cls: 1.0146, loss: 1.0146, grad_norm: 6.8937 2021-02-07 06:43:12,502 - mmaction - INFO - Epoch [81][160/3757] lr: 1.000e-04, eta: 20:20:28, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8906, loss_cls: 1.1446, loss: 1.1446, grad_norm: 7.0191 2021-02-07 06:43:21,286 - mmaction - INFO - Epoch [81][180/3757] lr: 1.000e-04, eta: 20:20:05, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8906, loss_cls: 1.0556, loss: 1.0556, grad_norm: 6.8250 2021-02-07 06:43:30,109 - mmaction - INFO - Epoch [81][200/3757] lr: 1.000e-04, eta: 20:19:41, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9008, loss_cls: 1.0424, loss: 1.0424, grad_norm: 6.6007 2021-02-07 06:43:38,892 - mmaction - INFO - Epoch [81][220/3757] lr: 1.000e-04, eta: 20:19:18, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9047, loss_cls: 1.0149, loss: 1.0149, grad_norm: 6.8971 2021-02-07 06:43:47,704 - mmaction - INFO - Epoch [81][240/3757] lr: 1.000e-04, eta: 20:18:55, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8891, loss_cls: 1.0903, loss: 1.0903, grad_norm: 6.8250 2021-02-07 06:43:56,503 - mmaction - INFO - Epoch [81][260/3757] lr: 1.000e-04, eta: 20:18:32, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7547, top5_acc: 0.8953, loss_cls: 1.0758, loss: 1.0758, grad_norm: 6.8057 2021-02-07 06:44:05,300 - mmaction - INFO - Epoch [81][280/3757] lr: 1.000e-04, eta: 20:18:09, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9047, loss_cls: 1.0497, loss: 1.0497, grad_norm: 6.9012 2021-02-07 06:44:14,123 - mmaction - INFO - Epoch [81][300/3757] lr: 1.000e-04, eta: 20:17:45, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7617, top5_acc: 0.9133, loss_cls: 0.9676, loss: 0.9676, grad_norm: 6.6202 2021-02-07 06:44:22,958 - mmaction - INFO - Epoch [81][320/3757] lr: 1.000e-04, eta: 20:17:22, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8922, loss_cls: 1.0824, loss: 1.0824, grad_norm: 6.7141 2021-02-07 06:44:31,824 - mmaction - INFO - Epoch [81][340/3757] lr: 1.000e-04, eta: 20:16:59, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8875, loss_cls: 1.1268, loss: 1.1268, grad_norm: 6.9822 2021-02-07 06:44:40,716 - mmaction - INFO - Epoch [81][360/3757] lr: 1.000e-04, eta: 20:16:36, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7570, top5_acc: 0.8852, loss_cls: 1.0661, loss: 1.0661, grad_norm: 6.7115 2021-02-07 06:44:49,536 - mmaction - INFO - Epoch [81][380/3757] lr: 1.000e-04, eta: 20:16:13, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.0940, loss: 1.0940, grad_norm: 6.9082 2021-02-07 06:44:58,359 - mmaction - INFO - Epoch [81][400/3757] lr: 1.000e-04, eta: 20:15:49, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9039, loss_cls: 1.0317, loss: 1.0317, grad_norm: 6.8670 2021-02-07 06:45:07,189 - mmaction - INFO - Epoch [81][420/3757] lr: 1.000e-04, eta: 20:15:26, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8992, loss_cls: 1.0354, loss: 1.0354, grad_norm: 6.6617 2021-02-07 06:45:16,012 - mmaction - INFO - Epoch [81][440/3757] lr: 1.000e-04, eta: 20:15:03, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9031, loss_cls: 0.9954, loss: 0.9954, grad_norm: 6.5416 2021-02-07 06:45:24,896 - mmaction - INFO - Epoch [81][460/3757] lr: 1.000e-04, eta: 20:14:40, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1070, loss: 1.1070, grad_norm: 7.0590 2021-02-07 06:45:33,704 - mmaction - INFO - Epoch [81][480/3757] lr: 1.000e-04, eta: 20:14:17, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.0765, loss: 1.0765, grad_norm: 6.8961 2021-02-07 06:45:42,493 - mmaction - INFO - Epoch [81][500/3757] lr: 1.000e-04, eta: 20:13:54, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9180, loss_cls: 0.9980, loss: 0.9980, grad_norm: 6.7038 2021-02-07 06:45:51,281 - mmaction - INFO - Epoch [81][520/3757] lr: 1.000e-04, eta: 20:13:30, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9008, loss_cls: 1.0075, loss: 1.0075, grad_norm: 6.6233 2021-02-07 06:46:00,075 - mmaction - INFO - Epoch [81][540/3757] lr: 1.000e-04, eta: 20:13:07, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9031, loss_cls: 0.9995, loss: 0.9995, grad_norm: 6.7046 2021-02-07 06:46:08,928 - mmaction - INFO - Epoch [81][560/3757] lr: 1.000e-04, eta: 20:12:44, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8797, loss_cls: 1.1130, loss: 1.1130, grad_norm: 6.8788 2021-02-07 06:46:17,824 - mmaction - INFO - Epoch [81][580/3757] lr: 1.000e-04, eta: 20:12:21, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8812, loss_cls: 1.1013, loss: 1.1013, grad_norm: 6.8619 2021-02-07 06:46:26,696 - mmaction - INFO - Epoch [81][600/3757] lr: 1.000e-04, eta: 20:11:58, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8969, loss_cls: 1.0564, loss: 1.0564, grad_norm: 7.1120 2021-02-07 06:46:35,543 - mmaction - INFO - Epoch [81][620/3757] lr: 1.000e-04, eta: 20:11:35, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8977, loss_cls: 1.0618, loss: 1.0618, grad_norm: 6.7922 2021-02-07 06:46:44,375 - mmaction - INFO - Epoch [81][640/3757] lr: 1.000e-04, eta: 20:11:11, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7602, top5_acc: 0.9070, loss_cls: 0.9332, loss: 0.9332, grad_norm: 6.5836 2021-02-07 06:46:53,212 - mmaction - INFO - Epoch [81][660/3757] lr: 1.000e-04, eta: 20:10:48, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8938, loss_cls: 1.0751, loss: 1.0751, grad_norm: 6.8937 2021-02-07 06:47:02,097 - mmaction - INFO - Epoch [81][680/3757] lr: 1.000e-04, eta: 20:10:25, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1352, loss: 1.1352, grad_norm: 6.9982 2021-02-07 06:47:10,937 - mmaction - INFO - Epoch [81][700/3757] lr: 1.000e-04, eta: 20:10:02, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8836, loss_cls: 1.1248, loss: 1.1248, grad_norm: 7.1013 2021-02-07 06:47:19,769 - mmaction - INFO - Epoch [81][720/3757] lr: 1.000e-04, eta: 20:09:39, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9094, loss_cls: 1.0045, loss: 1.0045, grad_norm: 6.7452 2021-02-07 06:47:28,666 - mmaction - INFO - Epoch [81][740/3757] lr: 1.000e-04, eta: 20:09:16, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.8992, loss_cls: 1.0419, loss: 1.0419, grad_norm: 6.5772 2021-02-07 06:47:37,507 - mmaction - INFO - Epoch [81][760/3757] lr: 1.000e-04, eta: 20:08:53, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9047, loss_cls: 1.0427, loss: 1.0427, grad_norm: 6.8771 2021-02-07 06:47:46,351 - mmaction - INFO - Epoch [81][780/3757] lr: 1.000e-04, eta: 20:08:30, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7500, top5_acc: 0.8984, loss_cls: 1.0354, loss: 1.0354, grad_norm: 6.7816 2021-02-07 06:47:55,224 - mmaction - INFO - Epoch [81][800/3757] lr: 1.000e-04, eta: 20:08:06, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9062, loss_cls: 1.0241, loss: 1.0241, grad_norm: 6.7422 2021-02-07 06:48:04,024 - mmaction - INFO - Epoch [81][820/3757] lr: 1.000e-04, eta: 20:07:43, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.9000, loss_cls: 1.0481, loss: 1.0481, grad_norm: 6.7786 2021-02-07 06:48:12,889 - mmaction - INFO - Epoch [81][840/3757] lr: 1.000e-04, eta: 20:07:20, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.9062, loss_cls: 1.0236, loss: 1.0236, grad_norm: 6.7594 2021-02-07 06:48:21,695 - mmaction - INFO - Epoch [81][860/3757] lr: 1.000e-04, eta: 20:06:57, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.1548, loss: 1.1548, grad_norm: 7.1474 2021-02-07 06:48:45,438 - mmaction - INFO - Epoch [81][880/3757] lr: 1.000e-04, eta: 20:06:39, time: 1.187, data_time: 0.746, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8859, loss_cls: 1.1346, loss: 1.1346, grad_norm: 6.9031 2021-02-07 06:48:54,198 - mmaction - INFO - Epoch [81][900/3757] lr: 1.000e-04, eta: 20:06:16, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8914, loss_cls: 1.0697, loss: 1.0697, grad_norm: 6.7582 2021-02-07 06:49:02,975 - mmaction - INFO - Epoch [81][920/3757] lr: 1.000e-04, eta: 20:05:53, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9078, loss_cls: 1.0269, loss: 1.0269, grad_norm: 6.6794 2021-02-07 06:49:11,795 - mmaction - INFO - Epoch [81][940/3757] lr: 1.000e-04, eta: 20:05:30, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8906, loss_cls: 1.0858, loss: 1.0858, grad_norm: 6.9345 2021-02-07 06:49:44,434 - mmaction - INFO - Epoch [81][960/3757] lr: 1.000e-04, eta: 20:05:15, time: 1.632, data_time: 1.187, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8797, loss_cls: 1.1119, loss: 1.1119, grad_norm: 6.8580 2021-02-07 06:49:53,221 - mmaction - INFO - Epoch [81][980/3757] lr: 1.000e-04, eta: 20:04:51, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8938, loss_cls: 1.0216, loss: 1.0216, grad_norm: 6.7021 2021-02-07 06:50:02,214 - mmaction - INFO - Epoch [81][1000/3757] lr: 1.000e-04, eta: 20:04:28, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9008, loss_cls: 1.0327, loss: 1.0327, grad_norm: 6.8235 2021-02-07 06:50:21,594 - mmaction - INFO - Epoch [81][1020/3757] lr: 1.000e-04, eta: 20:04:09, time: 0.968, data_time: 0.521, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9141, loss_cls: 0.9930, loss: 0.9930, grad_norm: 6.7385 2021-02-07 06:50:30,352 - mmaction - INFO - Epoch [81][1040/3757] lr: 1.000e-04, eta: 20:03:46, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8914, loss_cls: 1.0967, loss: 1.0967, grad_norm: 6.9800 2021-02-07 06:50:39,102 - mmaction - INFO - Epoch [81][1060/3757] lr: 1.000e-04, eta: 20:03:23, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.9055, loss_cls: 1.0238, loss: 1.0238, grad_norm: 6.7634 2021-02-07 06:50:47,918 - mmaction - INFO - Epoch [81][1080/3757] lr: 1.000e-04, eta: 20:02:59, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8922, loss_cls: 1.0714, loss: 1.0714, grad_norm: 6.7371 2021-02-07 06:50:56,729 - mmaction - INFO - Epoch [81][1100/3757] lr: 1.000e-04, eta: 20:02:36, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9148, loss_cls: 0.9554, loss: 0.9554, grad_norm: 6.5287 2021-02-07 06:51:05,548 - mmaction - INFO - Epoch [81][1120/3757] lr: 1.000e-04, eta: 20:02:13, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.8977, loss_cls: 1.0577, loss: 1.0577, grad_norm: 6.8220 2021-02-07 06:51:14,377 - mmaction - INFO - Epoch [81][1140/3757] lr: 1.000e-04, eta: 20:01:50, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8977, loss_cls: 1.1197, loss: 1.1197, grad_norm: 7.0972 2021-02-07 06:51:23,221 - mmaction - INFO - Epoch [81][1160/3757] lr: 1.000e-04, eta: 20:01:27, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9086, loss_cls: 0.9893, loss: 0.9893, grad_norm: 6.6248 2021-02-07 06:51:32,057 - mmaction - INFO - Epoch [81][1180/3757] lr: 1.000e-04, eta: 20:01:04, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9023, loss_cls: 1.0517, loss: 1.0517, grad_norm: 6.6479 2021-02-07 06:51:40,884 - mmaction - INFO - Epoch [81][1200/3757] lr: 1.000e-04, eta: 20:00:41, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8930, loss_cls: 1.0770, loss: 1.0770, grad_norm: 6.7385 2021-02-07 06:51:49,735 - mmaction - INFO - Epoch [81][1220/3757] lr: 1.000e-04, eta: 20:00:18, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8914, loss_cls: 1.0798, loss: 1.0798, grad_norm: 6.9205 2021-02-07 06:51:58,566 - mmaction - INFO - Epoch [81][1240/3757] lr: 1.000e-04, eta: 19:59:55, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7500, top5_acc: 0.8953, loss_cls: 1.0477, loss: 1.0477, grad_norm: 6.7384 2021-02-07 06:52:07,430 - mmaction - INFO - Epoch [81][1260/3757] lr: 1.000e-04, eta: 19:59:32, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8984, loss_cls: 1.0752, loss: 1.0752, grad_norm: 6.9142 2021-02-07 06:52:16,295 - mmaction - INFO - Epoch [81][1280/3757] lr: 1.000e-04, eta: 19:59:09, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9016, loss_cls: 1.0235, loss: 1.0235, grad_norm: 6.7449 2021-02-07 06:52:25,125 - mmaction - INFO - Epoch [81][1300/3757] lr: 1.000e-04, eta: 19:58:46, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9047, loss_cls: 1.0253, loss: 1.0253, grad_norm: 6.8928 2021-02-07 06:52:34,022 - mmaction - INFO - Epoch [81][1320/3757] lr: 1.000e-04, eta: 19:58:23, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9109, loss_cls: 1.0049, loss: 1.0049, grad_norm: 6.8369 2021-02-07 06:52:42,823 - mmaction - INFO - Epoch [81][1340/3757] lr: 1.000e-04, eta: 19:57:59, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7562, top5_acc: 0.8969, loss_cls: 1.0305, loss: 1.0305, grad_norm: 6.6475 2021-02-07 06:52:51,663 - mmaction - INFO - Epoch [81][1360/3757] lr: 1.000e-04, eta: 19:57:36, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.8969, loss_cls: 1.0248, loss: 1.0248, grad_norm: 6.6264 2021-02-07 06:53:00,553 - mmaction - INFO - Epoch [81][1380/3757] lr: 1.000e-04, eta: 19:57:13, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7594, top5_acc: 0.9094, loss_cls: 0.9718, loss: 0.9718, grad_norm: 6.6250 2021-02-07 06:53:09,345 - mmaction - INFO - Epoch [81][1400/3757] lr: 1.000e-04, eta: 19:56:50, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8930, loss_cls: 1.0584, loss: 1.0584, grad_norm: 6.9956 2021-02-07 06:53:18,197 - mmaction - INFO - Epoch [81][1420/3757] lr: 1.000e-04, eta: 19:56:27, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8938, loss_cls: 1.0984, loss: 1.0984, grad_norm: 6.9616 2021-02-07 06:53:27,077 - mmaction - INFO - Epoch [81][1440/3757] lr: 1.000e-04, eta: 19:56:04, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9023, loss_cls: 0.9976, loss: 0.9976, grad_norm: 6.6393 2021-02-07 06:53:35,940 - mmaction - INFO - Epoch [81][1460/3757] lr: 1.000e-04, eta: 19:55:41, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8969, loss_cls: 1.0614, loss: 1.0614, grad_norm: 6.8287 2021-02-07 06:53:44,777 - mmaction - INFO - Epoch [81][1480/3757] lr: 1.000e-04, eta: 19:55:18, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8898, loss_cls: 1.1114, loss: 1.1114, grad_norm: 6.9666 2021-02-07 06:53:53,590 - mmaction - INFO - Epoch [81][1500/3757] lr: 1.000e-04, eta: 19:54:55, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8914, loss_cls: 1.0513, loss: 1.0513, grad_norm: 6.8184 2021-02-07 06:54:02,427 - mmaction - INFO - Epoch [81][1520/3757] lr: 1.000e-04, eta: 19:54:32, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8875, loss_cls: 1.0892, loss: 1.0892, grad_norm: 6.6942 2021-02-07 06:54:11,331 - mmaction - INFO - Epoch [81][1540/3757] lr: 1.000e-04, eta: 19:54:09, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.9062, loss_cls: 1.0454, loss: 1.0454, grad_norm: 6.7744 2021-02-07 06:54:20,142 - mmaction - INFO - Epoch [81][1560/3757] lr: 1.000e-04, eta: 19:53:46, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.8945, loss_cls: 0.9977, loss: 0.9977, grad_norm: 6.5822 2021-02-07 06:54:28,957 - mmaction - INFO - Epoch [81][1580/3757] lr: 1.000e-04, eta: 19:53:23, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9086, loss_cls: 1.0120, loss: 1.0120, grad_norm: 6.9170 2021-02-07 06:54:37,771 - mmaction - INFO - Epoch [81][1600/3757] lr: 1.000e-04, eta: 19:53:00, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8914, loss_cls: 1.1013, loss: 1.1013, grad_norm: 6.9066 2021-02-07 06:54:46,622 - mmaction - INFO - Epoch [81][1620/3757] lr: 1.000e-04, eta: 19:52:37, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8961, loss_cls: 1.0633, loss: 1.0633, grad_norm: 6.9664 2021-02-07 06:54:55,456 - mmaction - INFO - Epoch [81][1640/3757] lr: 1.000e-04, eta: 19:52:14, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9109, loss_cls: 1.0019, loss: 1.0019, grad_norm: 6.7075 2021-02-07 06:55:04,304 - mmaction - INFO - Epoch [81][1660/3757] lr: 1.000e-04, eta: 19:51:51, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9039, loss_cls: 1.0333, loss: 1.0333, grad_norm: 6.8450 2021-02-07 06:55:13,092 - mmaction - INFO - Epoch [81][1680/3757] lr: 1.000e-04, eta: 19:51:28, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9109, loss_cls: 1.0203, loss: 1.0203, grad_norm: 6.8450 2021-02-07 06:55:21,915 - mmaction - INFO - Epoch [81][1700/3757] lr: 1.000e-04, eta: 19:51:05, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8812, loss_cls: 1.1424, loss: 1.1424, grad_norm: 6.8272 2021-02-07 06:55:30,739 - mmaction - INFO - Epoch [81][1720/3757] lr: 1.000e-04, eta: 19:50:42, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1451, loss: 1.1451, grad_norm: 7.3301 2021-02-07 06:55:39,585 - mmaction - INFO - Epoch [81][1740/3757] lr: 1.000e-04, eta: 19:50:19, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8930, loss_cls: 1.0668, loss: 1.0668, grad_norm: 7.0893 2021-02-07 06:55:48,448 - mmaction - INFO - Epoch [81][1760/3757] lr: 1.000e-04, eta: 19:49:56, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7055, top5_acc: 0.9000, loss_cls: 1.1187, loss: 1.1187, grad_norm: 7.0658 2021-02-07 06:55:57,359 - mmaction - INFO - Epoch [81][1780/3757] lr: 1.000e-04, eta: 19:49:33, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1221, loss: 1.1221, grad_norm: 6.9490 2021-02-07 06:56:06,190 - mmaction - INFO - Epoch [81][1800/3757] lr: 1.000e-04, eta: 19:49:10, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9047, loss_cls: 0.9881, loss: 0.9881, grad_norm: 6.6513 2021-02-07 06:56:15,032 - mmaction - INFO - Epoch [81][1820/3757] lr: 1.000e-04, eta: 19:48:47, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7555, top5_acc: 0.8922, loss_cls: 1.0177, loss: 1.0177, grad_norm: 6.5088 2021-02-07 06:56:23,917 - mmaction - INFO - Epoch [81][1840/3757] lr: 1.000e-04, eta: 19:48:24, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9000, loss_cls: 1.0533, loss: 1.0533, grad_norm: 6.8959 2021-02-07 06:56:32,722 - mmaction - INFO - Epoch [81][1860/3757] lr: 1.000e-04, eta: 19:48:01, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9133, loss_cls: 0.9868, loss: 0.9868, grad_norm: 6.6296 2021-02-07 06:56:41,529 - mmaction - INFO - Epoch [81][1880/3757] lr: 1.000e-04, eta: 19:47:38, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8984, loss_cls: 1.0848, loss: 1.0848, grad_norm: 7.1653 2021-02-07 06:56:50,342 - mmaction - INFO - Epoch [81][1900/3757] lr: 1.000e-04, eta: 19:47:15, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9094, loss_cls: 1.0107, loss: 1.0107, grad_norm: 6.7723 2021-02-07 06:57:27,285 - mmaction - INFO - Epoch [81][1920/3757] lr: 1.000e-04, eta: 19:47:01, time: 1.847, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9102, loss_cls: 1.0047, loss: 1.0047, grad_norm: 6.6344 2021-02-07 06:57:36,020 - mmaction - INFO - Epoch [81][1940/3757] lr: 1.000e-04, eta: 19:46:38, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9125, loss_cls: 1.0164, loss: 1.0164, grad_norm: 7.0354 2021-02-07 06:57:44,800 - mmaction - INFO - Epoch [81][1960/3757] lr: 1.000e-04, eta: 19:46:15, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8703, loss_cls: 1.1912, loss: 1.1912, grad_norm: 7.0632 2021-02-07 06:57:53,585 - mmaction - INFO - Epoch [81][1980/3757] lr: 1.000e-04, eta: 19:45:52, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9102, loss_cls: 1.0503, loss: 1.0503, grad_norm: 6.8838 2021-02-07 06:58:02,391 - mmaction - INFO - Epoch [81][2000/3757] lr: 1.000e-04, eta: 19:45:29, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.9023, loss_cls: 1.0109, loss: 1.0109, grad_norm: 6.7214 2021-02-07 06:58:11,180 - mmaction - INFO - Epoch [81][2020/3757] lr: 1.000e-04, eta: 19:45:06, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8852, loss_cls: 1.1100, loss: 1.1100, grad_norm: 7.1038 2021-02-07 06:58:19,998 - mmaction - INFO - Epoch [81][2040/3757] lr: 1.000e-04, eta: 19:44:43, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8930, loss_cls: 1.0697, loss: 1.0697, grad_norm: 6.9620 2021-02-07 06:58:28,857 - mmaction - INFO - Epoch [81][2060/3757] lr: 1.000e-04, eta: 19:44:20, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8797, loss_cls: 1.1641, loss: 1.1641, grad_norm: 7.0099 2021-02-07 06:58:37,733 - mmaction - INFO - Epoch [81][2080/3757] lr: 1.000e-04, eta: 19:43:57, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8930, loss_cls: 1.0528, loss: 1.0528, grad_norm: 6.9024 2021-02-07 06:58:46,648 - mmaction - INFO - Epoch [81][2100/3757] lr: 1.000e-04, eta: 19:43:34, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9031, loss_cls: 1.0456, loss: 1.0456, grad_norm: 6.9145 2021-02-07 06:58:55,468 - mmaction - INFO - Epoch [81][2120/3757] lr: 1.000e-04, eta: 19:43:11, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9039, loss_cls: 1.0179, loss: 1.0179, grad_norm: 6.9995 2021-02-07 06:59:04,359 - mmaction - INFO - Epoch [81][2140/3757] lr: 1.000e-04, eta: 19:42:48, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8883, loss_cls: 1.1345, loss: 1.1345, grad_norm: 7.0733 2021-02-07 06:59:13,211 - mmaction - INFO - Epoch [81][2160/3757] lr: 1.000e-04, eta: 19:42:25, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9055, loss_cls: 1.0372, loss: 1.0372, grad_norm: 7.0061 2021-02-07 06:59:22,075 - mmaction - INFO - Epoch [81][2180/3757] lr: 1.000e-04, eta: 19:42:02, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8969, loss_cls: 1.0890, loss: 1.0890, grad_norm: 6.8320 2021-02-07 06:59:30,942 - mmaction - INFO - Epoch [81][2200/3757] lr: 1.000e-04, eta: 19:41:39, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8914, loss_cls: 1.0681, loss: 1.0681, grad_norm: 6.6101 2021-02-07 06:59:39,773 - mmaction - INFO - Epoch [81][2220/3757] lr: 1.000e-04, eta: 19:41:17, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7531, top5_acc: 0.8961, loss_cls: 1.0433, loss: 1.0433, grad_norm: 6.8647 2021-02-07 06:59:49,513 - mmaction - INFO - Epoch [81][2240/3757] lr: 1.000e-04, eta: 19:40:54, time: 0.487, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8867, loss_cls: 1.1042, loss: 1.1042, grad_norm: 6.8525 2021-02-07 06:59:58,315 - mmaction - INFO - Epoch [81][2260/3757] lr: 1.000e-04, eta: 19:40:31, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8758, loss_cls: 1.1545, loss: 1.1545, grad_norm: 7.1216 2021-02-07 07:00:07,128 - mmaction - INFO - Epoch [81][2280/3757] lr: 1.000e-04, eta: 19:40:08, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9086, loss_cls: 0.9779, loss: 0.9779, grad_norm: 6.7154 2021-02-07 07:00:15,965 - mmaction - INFO - Epoch [81][2300/3757] lr: 1.000e-04, eta: 19:39:45, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8812, loss_cls: 1.1365, loss: 1.1365, grad_norm: 6.9907 2021-02-07 07:00:24,813 - mmaction - INFO - Epoch [81][2320/3757] lr: 1.000e-04, eta: 19:39:22, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8844, loss_cls: 1.1250, loss: 1.1250, grad_norm: 7.0160 2021-02-07 07:00:44,465 - mmaction - INFO - Epoch [81][2340/3757] lr: 1.000e-04, eta: 19:39:03, time: 0.983, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8969, loss_cls: 1.0975, loss: 1.0975, grad_norm: 6.9979 2021-02-07 07:01:30,109 - mmaction - INFO - Epoch [81][2360/3757] lr: 1.000e-04, eta: 19:38:52, time: 2.282, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 0.9817, loss: 0.9817, grad_norm: 6.7690 2021-02-07 07:01:53,715 - mmaction - INFO - Epoch [81][2380/3757] lr: 1.000e-04, eta: 19:38:34, time: 1.180, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8938, loss_cls: 1.0979, loss: 1.0979, grad_norm: 7.0712 2021-02-07 07:02:02,477 - mmaction - INFO - Epoch [81][2400/3757] lr: 1.000e-04, eta: 19:38:11, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8805, loss_cls: 1.1020, loss: 1.1020, grad_norm: 6.8685 2021-02-07 07:02:24,498 - mmaction - INFO - Epoch [81][2420/3757] lr: 1.000e-04, eta: 19:37:52, time: 1.101, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9000, loss_cls: 1.0019, loss: 1.0019, grad_norm: 6.6095 2021-02-07 07:02:44,155 - mmaction - INFO - Epoch [81][2440/3757] lr: 1.000e-04, eta: 19:37:33, time: 0.983, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8828, loss_cls: 1.1433, loss: 1.1433, grad_norm: 7.0382 2021-02-07 07:03:24,919 - mmaction - INFO - Epoch [81][2460/3757] lr: 1.000e-04, eta: 19:37:21, time: 2.038, data_time: 0.398, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8984, loss_cls: 1.0745, loss: 1.0745, grad_norm: 7.0725 2021-02-07 07:03:48,524 - mmaction - INFO - Epoch [81][2480/3757] lr: 1.000e-04, eta: 19:37:03, time: 1.180, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9062, loss_cls: 1.0560, loss: 1.0560, grad_norm: 7.0646 2021-02-07 07:04:24,029 - mmaction - INFO - Epoch [81][2500/3757] lr: 1.000e-04, eta: 19:36:48, time: 1.776, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.9008, loss_cls: 1.0719, loss: 1.0719, grad_norm: 7.0725 2021-02-07 07:04:41,583 - mmaction - INFO - Epoch [81][2520/3757] lr: 1.000e-04, eta: 19:36:28, time: 0.878, data_time: 0.001, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9031, loss_cls: 1.0408, loss: 1.0408, grad_norm: 6.8296 2021-02-07 07:05:03,469 - mmaction - INFO - Epoch [81][2540/3757] lr: 1.000e-04, eta: 19:36:10, time: 1.094, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8961, loss_cls: 1.0555, loss: 1.0555, grad_norm: 6.9069 2021-02-07 07:05:48,239 - mmaction - INFO - Epoch [81][2560/3757] lr: 1.000e-04, eta: 19:35:59, time: 2.238, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9039, loss_cls: 1.0264, loss: 1.0264, grad_norm: 6.6024 2021-02-07 07:05:57,123 - mmaction - INFO - Epoch [81][2580/3757] lr: 1.000e-04, eta: 19:35:36, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9039, loss_cls: 1.0577, loss: 1.0577, grad_norm: 6.8725 2021-02-07 07:06:05,851 - mmaction - INFO - Epoch [81][2600/3757] lr: 1.000e-04, eta: 19:35:13, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9055, loss_cls: 1.0179, loss: 1.0179, grad_norm: 6.6762 2021-02-07 07:06:14,622 - mmaction - INFO - Epoch [81][2620/3757] lr: 1.000e-04, eta: 19:34:50, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8992, loss_cls: 1.0811, loss: 1.0811, grad_norm: 6.8578 2021-02-07 07:07:13,024 - mmaction - INFO - Epoch [81][2640/3757] lr: 1.000e-04, eta: 19:34:43, time: 2.919, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8922, loss_cls: 1.1108, loss: 1.1108, grad_norm: 6.9522 2021-02-07 07:07:38,269 - mmaction - INFO - Epoch [81][2660/3757] lr: 1.000e-04, eta: 19:34:26, time: 1.262, data_time: 0.819, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8789, loss_cls: 1.1126, loss: 1.1126, grad_norm: 6.9786 2021-02-07 07:08:07,050 - mmaction - INFO - Epoch [81][2680/3757] lr: 1.000e-04, eta: 19:34:09, time: 1.439, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8961, loss_cls: 1.0793, loss: 1.0793, grad_norm: 6.9503 2021-02-07 07:09:14,308 - mmaction - INFO - Epoch [81][2700/3757] lr: 1.000e-04, eta: 19:34:05, time: 3.364, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.9023, loss_cls: 1.0576, loss: 1.0576, grad_norm: 6.9496 2021-02-07 07:09:54,746 - mmaction - INFO - Epoch [81][2720/3757] lr: 1.000e-04, eta: 19:33:53, time: 2.021, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1310, loss: 1.1310, grad_norm: 7.0523 2021-02-07 07:10:30,421 - mmaction - INFO - Epoch [81][2740/3757] lr: 1.000e-04, eta: 19:33:39, time: 1.784, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8969, loss_cls: 1.0633, loss: 1.0633, grad_norm: 6.7214 2021-02-07 07:10:55,317 - mmaction - INFO - Epoch [81][2760/3757] lr: 1.000e-04, eta: 19:33:21, time: 1.243, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.0555, loss: 1.0555, grad_norm: 6.8640 2021-02-07 07:11:41,369 - mmaction - INFO - Epoch [81][2780/3757] lr: 1.000e-04, eta: 19:33:10, time: 2.304, data_time: 0.002, memory: 7141, top1_acc: 0.7578, top5_acc: 0.9070, loss_cls: 1.0085, loss: 1.0085, grad_norm: 6.6013 2021-02-07 07:12:12,020 - mmaction - INFO - Epoch [81][2800/3757] lr: 1.000e-04, eta: 19:32:55, time: 1.532, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8859, loss_cls: 1.1073, loss: 1.1073, grad_norm: 6.9541 2021-02-07 07:13:12,155 - mmaction - INFO - Epoch [81][2820/3757] lr: 1.000e-04, eta: 19:32:48, time: 3.007, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8914, loss_cls: 1.0697, loss: 1.0697, grad_norm: 7.1456 2021-02-07 07:13:20,889 - mmaction - INFO - Epoch [81][2840/3757] lr: 1.000e-04, eta: 19:32:25, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8922, loss_cls: 1.0529, loss: 1.0529, grad_norm: 6.8825 2021-02-07 07:13:29,611 - mmaction - INFO - Epoch [81][2860/3757] lr: 1.000e-04, eta: 19:32:02, time: 0.436, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.9000, loss_cls: 1.0679, loss: 1.0679, grad_norm: 7.2534 2021-02-07 07:13:38,336 - mmaction - INFO - Epoch [81][2880/3757] lr: 1.000e-04, eta: 19:31:40, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8984, loss_cls: 1.0442, loss: 1.0442, grad_norm: 6.8076 2021-02-07 07:13:47,106 - mmaction - INFO - Epoch [81][2900/3757] lr: 1.000e-04, eta: 19:31:17, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9008, loss_cls: 1.0275, loss: 1.0275, grad_norm: 6.7482 2021-02-07 07:13:55,862 - mmaction - INFO - Epoch [81][2920/3757] lr: 1.000e-04, eta: 19:30:54, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9070, loss_cls: 0.9966, loss: 0.9966, grad_norm: 6.6142 2021-02-07 07:14:04,682 - mmaction - INFO - Epoch [81][2940/3757] lr: 1.000e-04, eta: 19:30:31, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9047, loss_cls: 1.0177, loss: 1.0177, grad_norm: 6.7044 2021-02-07 07:14:13,517 - mmaction - INFO - Epoch [81][2960/3757] lr: 1.000e-04, eta: 19:30:08, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8812, loss_cls: 1.1715, loss: 1.1715, grad_norm: 7.0442 2021-02-07 07:14:31,986 - mmaction - INFO - Epoch [81][2980/3757] lr: 1.000e-04, eta: 19:29:48, time: 0.924, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9086, loss_cls: 1.0081, loss: 1.0081, grad_norm: 6.7540 2021-02-07 07:14:55,370 - mmaction - INFO - Epoch [81][3000/3757] lr: 1.000e-04, eta: 19:29:30, time: 1.169, data_time: 0.019, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8953, loss_cls: 1.0505, loss: 1.0505, grad_norm: 6.9194 2021-02-07 07:15:04,163 - mmaction - INFO - Epoch [81][3020/3757] lr: 1.000e-04, eta: 19:29:07, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8859, loss_cls: 1.0838, loss: 1.0838, grad_norm: 7.0383 2021-02-07 07:15:12,950 - mmaction - INFO - Epoch [81][3040/3757] lr: 1.000e-04, eta: 19:28:44, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9055, loss_cls: 1.0349, loss: 1.0349, grad_norm: 6.8107 2021-02-07 07:15:42,205 - mmaction - INFO - Epoch [81][3060/3757] lr: 1.000e-04, eta: 19:28:28, time: 1.463, data_time: 0.001, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9047, loss_cls: 0.9998, loss: 0.9998, grad_norm: 6.5696 2021-02-07 07:15:50,955 - mmaction - INFO - Epoch [81][3080/3757] lr: 1.000e-04, eta: 19:28:05, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.9055, loss_cls: 1.0248, loss: 1.0248, grad_norm: 6.7829 2021-02-07 07:16:24,545 - mmaction - INFO - Epoch [81][3100/3757] lr: 1.000e-04, eta: 19:27:50, time: 1.679, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9047, loss_cls: 1.0289, loss: 1.0289, grad_norm: 6.8716 2021-02-07 07:16:50,713 - mmaction - INFO - Epoch [81][3120/3757] lr: 1.000e-04, eta: 19:27:33, time: 1.309, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8977, loss_cls: 1.0687, loss: 1.0687, grad_norm: 6.7342 2021-02-07 07:17:02,796 - mmaction - INFO - Epoch [81][3140/3757] lr: 1.000e-04, eta: 19:27:11, time: 0.604, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8992, loss_cls: 1.0524, loss: 1.0524, grad_norm: 6.9511 2021-02-07 07:17:11,567 - mmaction - INFO - Epoch [81][3160/3757] lr: 1.000e-04, eta: 19:26:48, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8914, loss_cls: 1.0827, loss: 1.0827, grad_norm: 7.0074 2021-02-07 07:17:30,791 - mmaction - INFO - Epoch [81][3180/3757] lr: 1.000e-04, eta: 19:26:28, time: 0.961, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8836, loss_cls: 1.0940, loss: 1.0940, grad_norm: 6.9724 2021-02-07 07:17:50,581 - mmaction - INFO - Epoch [81][3200/3757] lr: 1.000e-04, eta: 19:26:09, time: 0.989, data_time: 0.000, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8836, loss_cls: 1.1707, loss: 1.1707, grad_norm: 7.1980 2021-02-07 07:18:17,690 - mmaction - INFO - Epoch [81][3220/3757] lr: 1.000e-04, eta: 19:25:52, time: 1.355, data_time: 0.002, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9180, loss_cls: 0.9845, loss: 0.9845, grad_norm: 6.6520 2021-02-07 07:18:34,124 - mmaction - INFO - Epoch [81][3240/3757] lr: 1.000e-04, eta: 19:25:32, time: 0.822, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9039, loss_cls: 1.0365, loss: 1.0365, grad_norm: 7.0579 2021-02-07 07:18:42,887 - mmaction - INFO - Epoch [81][3260/3757] lr: 1.000e-04, eta: 19:25:09, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8984, loss_cls: 1.0530, loss: 1.0530, grad_norm: 6.8386 2021-02-07 07:19:13,216 - mmaction - INFO - Epoch [81][3280/3757] lr: 1.000e-04, eta: 19:24:53, time: 1.516, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8922, loss_cls: 1.0676, loss: 1.0676, grad_norm: 6.7669 2021-02-07 07:19:33,286 - mmaction - INFO - Epoch [81][3300/3757] lr: 1.000e-04, eta: 19:24:33, time: 1.004, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0294, loss: 1.0294, grad_norm: 6.7757 2021-02-07 07:19:42,049 - mmaction - INFO - Epoch [81][3320/3757] lr: 1.000e-04, eta: 19:24:11, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8852, loss_cls: 1.1150, loss: 1.1150, grad_norm: 6.7971 2021-02-07 07:19:50,843 - mmaction - INFO - Epoch [81][3340/3757] lr: 1.000e-04, eta: 19:23:48, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.9070, loss_cls: 1.0282, loss: 1.0282, grad_norm: 7.0295 2021-02-07 07:19:59,636 - mmaction - INFO - Epoch [81][3360/3757] lr: 1.000e-04, eta: 19:23:25, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9008, loss_cls: 1.0481, loss: 1.0481, grad_norm: 6.8536 2021-02-07 07:20:08,379 - mmaction - INFO - Epoch [81][3380/3757] lr: 1.000e-04, eta: 19:23:02, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8836, loss_cls: 1.1177, loss: 1.1177, grad_norm: 7.1558 2021-02-07 07:20:17,145 - mmaction - INFO - Epoch [81][3400/3757] lr: 1.000e-04, eta: 19:22:39, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8914, loss_cls: 1.0918, loss: 1.0918, grad_norm: 6.8704 2021-02-07 07:20:25,922 - mmaction - INFO - Epoch [81][3420/3757] lr: 1.000e-04, eta: 19:22:16, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8883, loss_cls: 1.0947, loss: 1.0947, grad_norm: 6.8889 2021-02-07 07:20:34,707 - mmaction - INFO - Epoch [81][3440/3757] lr: 1.000e-04, eta: 19:21:53, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8977, loss_cls: 1.0569, loss: 1.0569, grad_norm: 6.8690 2021-02-07 07:21:00,492 - mmaction - INFO - Epoch [81][3460/3757] lr: 1.000e-04, eta: 19:21:36, time: 1.289, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8836, loss_cls: 1.1096, loss: 1.1096, grad_norm: 7.0885 2021-02-07 07:21:28,200 - mmaction - INFO - Epoch [81][3480/3757] lr: 1.000e-04, eta: 19:21:19, time: 1.386, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8984, loss_cls: 1.0599, loss: 1.0599, grad_norm: 6.8526 2021-02-07 07:21:36,948 - mmaction - INFO - Epoch [81][3500/3757] lr: 1.000e-04, eta: 19:20:56, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7578, top5_acc: 0.8984, loss_cls: 1.0135, loss: 1.0135, grad_norm: 6.5525 2021-02-07 07:21:52,862 - mmaction - INFO - Epoch [81][3520/3757] lr: 1.000e-04, eta: 19:20:35, time: 0.796, data_time: 0.037, memory: 7141, top1_acc: 0.7586, top5_acc: 0.9180, loss_cls: 0.9409, loss: 0.9409, grad_norm: 6.6116 2021-02-07 07:22:01,655 - mmaction - INFO - Epoch [81][3540/3757] lr: 1.000e-04, eta: 19:20:13, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8992, loss_cls: 1.0397, loss: 1.0397, grad_norm: 6.9165 2021-02-07 07:22:28,095 - mmaction - INFO - Epoch [81][3560/3757] lr: 1.000e-04, eta: 19:19:55, time: 1.323, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9062, loss_cls: 1.0543, loss: 1.0543, grad_norm: 6.9513 2021-02-07 07:23:42,743 - mmaction - INFO - Epoch [81][3580/3757] lr: 1.000e-04, eta: 19:19:54, time: 3.732, data_time: 2.074, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8914, loss_cls: 1.0530, loss: 1.0530, grad_norm: 6.6963 2021-02-07 07:24:10,798 - mmaction - INFO - Epoch [81][3600/3757] lr: 1.000e-04, eta: 19:19:37, time: 1.402, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9094, loss_cls: 1.0273, loss: 1.0273, grad_norm: 6.8820 2021-02-07 07:24:44,111 - mmaction - INFO - Epoch [81][3620/3757] lr: 1.000e-04, eta: 19:19:22, time: 1.665, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8945, loss_cls: 1.1218, loss: 1.1218, grad_norm: 7.0994 2021-02-07 07:25:38,727 - mmaction - INFO - Epoch [81][3640/3757] lr: 1.000e-04, eta: 19:19:14, time: 2.732, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0880, loss: 1.0880, grad_norm: 6.8727 2021-02-07 07:26:25,976 - mmaction - INFO - Epoch [81][3660/3757] lr: 1.000e-04, eta: 19:19:04, time: 2.362, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8945, loss_cls: 1.0874, loss: 1.0874, grad_norm: 6.9182 2021-02-07 07:26:53,108 - mmaction - INFO - Epoch [81][3680/3757] lr: 1.000e-04, eta: 19:18:47, time: 1.357, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.9016, loss_cls: 1.0416, loss: 1.0416, grad_norm: 6.9112 2021-02-07 07:27:57,710 - mmaction - INFO - Epoch [81][3700/3757] lr: 1.000e-04, eta: 19:18:42, time: 3.230, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.0941, loss: 1.0941, grad_norm: 7.2050 2021-02-07 07:29:18,472 - mmaction - INFO - Epoch [81][3720/3757] lr: 1.000e-04, eta: 19:18:42, time: 4.038, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.9031, loss_cls: 1.0755, loss: 1.0755, grad_norm: 6.9066 2021-02-07 07:30:10,029 - mmaction - INFO - Epoch [81][3740/3757] lr: 1.000e-04, eta: 19:18:33, time: 2.578, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.9031, loss_cls: 1.0846, loss: 1.0846, grad_norm: 6.8645 2021-02-07 07:30:46,331 - mmaction - INFO - Saving checkpoint at 81 epochs 2021-02-07 07:31:11,352 - mmaction - INFO - Epoch [82][20/3757] lr: 1.000e-04, eta: 19:17:53, time: 1.231, data_time: 0.787, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8859, loss_cls: 1.0509, loss: 1.0509, grad_norm: 6.8452 2021-02-07 07:31:20,145 - mmaction - INFO - Epoch [82][40/3757] lr: 1.000e-04, eta: 19:17:30, time: 0.439, data_time: 0.003, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9023, loss_cls: 1.0054, loss: 1.0054, grad_norm: 6.7860 2021-02-07 07:31:28,889 - mmaction - INFO - Epoch [82][60/3757] lr: 1.000e-04, eta: 19:17:07, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8914, loss_cls: 1.0841, loss: 1.0841, grad_norm: 6.8917 2021-02-07 07:31:37,709 - mmaction - INFO - Epoch [82][80/3757] lr: 1.000e-04, eta: 19:16:44, time: 0.441, data_time: 0.002, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8922, loss_cls: 1.0757, loss: 1.0757, grad_norm: 6.7636 2021-02-07 07:31:46,519 - mmaction - INFO - Epoch [82][100/3757] lr: 1.000e-04, eta: 19:16:21, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.9086, loss_cls: 1.0156, loss: 1.0156, grad_norm: 6.8998 2021-02-07 07:31:55,352 - mmaction - INFO - Epoch [82][120/3757] lr: 1.000e-04, eta: 19:15:59, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9125, loss_cls: 1.0235, loss: 1.0235, grad_norm: 6.7481 2021-02-07 07:32:04,168 - mmaction - INFO - Epoch [82][140/3757] lr: 1.000e-04, eta: 19:15:36, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9086, loss_cls: 1.0007, loss: 1.0007, grad_norm: 6.6366 2021-02-07 07:32:12,984 - mmaction - INFO - Epoch [82][160/3757] lr: 1.000e-04, eta: 19:15:13, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.8984, loss_cls: 1.0217, loss: 1.0217, grad_norm: 6.6833 2021-02-07 07:32:21,803 - mmaction - INFO - Epoch [82][180/3757] lr: 1.000e-04, eta: 19:14:50, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8977, loss_cls: 1.0449, loss: 1.0449, grad_norm: 7.0798 2021-02-07 07:32:30,626 - mmaction - INFO - Epoch [82][200/3757] lr: 1.000e-04, eta: 19:14:27, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8938, loss_cls: 1.0643, loss: 1.0643, grad_norm: 6.7466 2021-02-07 07:32:39,403 - mmaction - INFO - Epoch [82][220/3757] lr: 1.000e-04, eta: 19:14:04, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7562, top5_acc: 0.8836, loss_cls: 1.0788, loss: 1.0788, grad_norm: 6.7081 2021-02-07 07:32:48,229 - mmaction - INFO - Epoch [82][240/3757] lr: 1.000e-04, eta: 19:13:41, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8961, loss_cls: 1.0276, loss: 1.0276, grad_norm: 6.6406 2021-02-07 07:32:57,056 - mmaction - INFO - Epoch [82][260/3757] lr: 1.000e-04, eta: 19:13:18, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9102, loss_cls: 0.9851, loss: 0.9851, grad_norm: 6.6684 2021-02-07 07:33:05,893 - mmaction - INFO - Epoch [82][280/3757] lr: 1.000e-04, eta: 19:12:56, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9062, loss_cls: 1.0344, loss: 1.0344, grad_norm: 6.8062 2021-02-07 07:33:14,702 - mmaction - INFO - Epoch [82][300/3757] lr: 1.000e-04, eta: 19:12:33, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7539, top5_acc: 0.8945, loss_cls: 1.0150, loss: 1.0150, grad_norm: 6.5185 2021-02-07 07:33:23,577 - mmaction - INFO - Epoch [82][320/3757] lr: 1.000e-04, eta: 19:12:10, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9102, loss_cls: 0.9988, loss: 0.9988, grad_norm: 6.9108 2021-02-07 07:33:32,369 - mmaction - INFO - Epoch [82][340/3757] lr: 1.000e-04, eta: 19:11:47, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8953, loss_cls: 1.0777, loss: 1.0777, grad_norm: 6.7560 2021-02-07 07:33:41,195 - mmaction - INFO - Epoch [82][360/3757] lr: 1.000e-04, eta: 19:11:24, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7586, top5_acc: 0.9055, loss_cls: 1.0060, loss: 1.0060, grad_norm: 6.6541 2021-02-07 07:33:50,046 - mmaction - INFO - Epoch [82][380/3757] lr: 1.000e-04, eta: 19:11:01, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8945, loss_cls: 1.1079, loss: 1.1079, grad_norm: 7.0284 2021-02-07 07:33:58,883 - mmaction - INFO - Epoch [82][400/3757] lr: 1.000e-04, eta: 19:10:38, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8891, loss_cls: 1.0845, loss: 1.0845, grad_norm: 6.8099 2021-02-07 07:34:07,700 - mmaction - INFO - Epoch [82][420/3757] lr: 1.000e-04, eta: 19:10:16, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9133, loss_cls: 0.9718, loss: 0.9718, grad_norm: 6.7489 2021-02-07 07:34:16,536 - mmaction - INFO - Epoch [82][440/3757] lr: 1.000e-04, eta: 19:09:53, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7664, top5_acc: 0.9094, loss_cls: 0.9500, loss: 0.9500, grad_norm: 6.5159 2021-02-07 07:34:25,355 - mmaction - INFO - Epoch [82][460/3757] lr: 1.000e-04, eta: 19:09:30, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7547, top5_acc: 0.8867, loss_cls: 1.0573, loss: 1.0573, grad_norm: 6.7523 2021-02-07 07:34:34,175 - mmaction - INFO - Epoch [82][480/3757] lr: 1.000e-04, eta: 19:09:07, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7516, top5_acc: 0.8961, loss_cls: 1.0250, loss: 1.0250, grad_norm: 6.7888 2021-02-07 07:34:43,027 - mmaction - INFO - Epoch [82][500/3757] lr: 1.000e-04, eta: 19:08:44, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8945, loss_cls: 1.1013, loss: 1.1013, grad_norm: 7.1630 2021-02-07 07:34:51,816 - mmaction - INFO - Epoch [82][520/3757] lr: 1.000e-04, eta: 19:08:21, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8906, loss_cls: 1.0606, loss: 1.0606, grad_norm: 6.9800 2021-02-07 07:35:00,674 - mmaction - INFO - Epoch [82][540/3757] lr: 1.000e-04, eta: 19:07:59, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9047, loss_cls: 0.9768, loss: 0.9768, grad_norm: 6.6271 2021-02-07 07:35:09,468 - mmaction - INFO - Epoch [82][560/3757] lr: 1.000e-04, eta: 19:07:36, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.0699, loss: 1.0699, grad_norm: 6.9205 2021-02-07 07:35:18,297 - mmaction - INFO - Epoch [82][580/3757] lr: 1.000e-04, eta: 19:07:13, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9109, loss_cls: 1.0356, loss: 1.0356, grad_norm: 7.1222 2021-02-07 07:35:27,107 - mmaction - INFO - Epoch [82][600/3757] lr: 1.000e-04, eta: 19:06:50, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7594, top5_acc: 0.9109, loss_cls: 0.9612, loss: 0.9612, grad_norm: 6.6144 2021-02-07 07:35:35,927 - mmaction - INFO - Epoch [82][620/3757] lr: 1.000e-04, eta: 19:06:27, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.8875, loss_cls: 1.0913, loss: 1.0913, grad_norm: 6.8199 2021-02-07 07:35:44,728 - mmaction - INFO - Epoch [82][640/3757] lr: 1.000e-04, eta: 19:06:04, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9055, loss_cls: 1.0272, loss: 1.0272, grad_norm: 6.7184 2021-02-07 07:35:53,595 - mmaction - INFO - Epoch [82][660/3757] lr: 1.000e-04, eta: 19:05:42, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9094, loss_cls: 0.9625, loss: 0.9625, grad_norm: 6.7684 2021-02-07 07:36:02,411 - mmaction - INFO - Epoch [82][680/3757] lr: 1.000e-04, eta: 19:05:19, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9062, loss_cls: 1.0271, loss: 1.0271, grad_norm: 6.8661 2021-02-07 07:36:11,231 - mmaction - INFO - Epoch [82][700/3757] lr: 1.000e-04, eta: 19:04:56, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9000, loss_cls: 1.0229, loss: 1.0229, grad_norm: 6.9345 2021-02-07 07:36:20,013 - mmaction - INFO - Epoch [82][720/3757] lr: 1.000e-04, eta: 19:04:33, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8914, loss_cls: 1.1321, loss: 1.1321, grad_norm: 7.0915 2021-02-07 07:36:28,860 - mmaction - INFO - Epoch [82][740/3757] lr: 1.000e-04, eta: 19:04:10, time: 0.442, data_time: 0.003, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8984, loss_cls: 1.0429, loss: 1.0429, grad_norm: 6.9858 2021-02-07 07:36:37,699 - mmaction - INFO - Epoch [82][760/3757] lr: 1.000e-04, eta: 19:03:48, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7609, top5_acc: 0.9008, loss_cls: 0.9976, loss: 0.9976, grad_norm: 6.5899 2021-02-07 07:36:46,465 - mmaction - INFO - Epoch [82][780/3757] lr: 1.000e-04, eta: 19:03:25, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7531, top5_acc: 0.8992, loss_cls: 1.0174, loss: 1.0174, grad_norm: 6.6826 2021-02-07 07:36:55,326 - mmaction - INFO - Epoch [82][800/3757] lr: 1.000e-04, eta: 19:03:02, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9141, loss_cls: 1.0023, loss: 1.0023, grad_norm: 6.9167 2021-02-07 07:37:04,156 - mmaction - INFO - Epoch [82][820/3757] lr: 1.000e-04, eta: 19:02:39, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.6953, top5_acc: 0.8812, loss_cls: 1.1627, loss: 1.1627, grad_norm: 7.2296 2021-02-07 07:37:13,014 - mmaction - INFO - Epoch [82][840/3757] lr: 1.000e-04, eta: 19:02:16, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.9000, loss_cls: 1.0622, loss: 1.0622, grad_norm: 6.9712 2021-02-07 07:37:21,828 - mmaction - INFO - Epoch [82][860/3757] lr: 1.000e-04, eta: 19:01:54, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8906, loss_cls: 1.1007, loss: 1.1007, grad_norm: 7.0198 2021-02-07 07:37:30,643 - mmaction - INFO - Epoch [82][880/3757] lr: 1.000e-04, eta: 19:01:31, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8945, loss_cls: 1.0526, loss: 1.0526, grad_norm: 6.5644 2021-02-07 07:37:54,169 - mmaction - INFO - Epoch [82][900/3757] lr: 1.000e-04, eta: 19:01:13, time: 1.176, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8891, loss_cls: 1.0603, loss: 1.0603, grad_norm: 6.7709 2021-02-07 07:38:02,975 - mmaction - INFO - Epoch [82][920/3757] lr: 1.000e-04, eta: 19:00:50, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9000, loss_cls: 0.9836, loss: 0.9836, grad_norm: 6.3513 2021-02-07 07:38:11,762 - mmaction - INFO - Epoch [82][940/3757] lr: 1.000e-04, eta: 19:00:27, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9094, loss_cls: 1.0131, loss: 1.0131, grad_norm: 6.8280 2021-02-07 07:38:20,498 - mmaction - INFO - Epoch [82][960/3757] lr: 1.000e-04, eta: 19:00:04, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9023, loss_cls: 1.0315, loss: 1.0315, grad_norm: 6.8339 2021-02-07 07:38:29,292 - mmaction - INFO - Epoch [82][980/3757] lr: 1.000e-04, eta: 18:59:41, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8891, loss_cls: 1.0576, loss: 1.0576, grad_norm: 6.7579 2021-02-07 07:38:59,241 - mmaction - INFO - Epoch [82][1000/3757] lr: 1.000e-04, eta: 18:59:25, time: 1.498, data_time: 0.001, memory: 7141, top1_acc: 0.7539, top5_acc: 0.8945, loss_cls: 1.0459, loss: 1.0459, grad_norm: 6.8016 2021-02-07 07:39:08,010 - mmaction - INFO - Epoch [82][1020/3757] lr: 1.000e-04, eta: 18:59:03, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8867, loss_cls: 1.1195, loss: 1.1195, grad_norm: 7.0562 2021-02-07 07:39:16,768 - mmaction - INFO - Epoch [82][1040/3757] lr: 1.000e-04, eta: 18:58:40, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.9039, loss_cls: 1.0644, loss: 1.0644, grad_norm: 6.9221 2021-02-07 07:39:25,622 - mmaction - INFO - Epoch [82][1060/3757] lr: 1.000e-04, eta: 18:58:17, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8984, loss_cls: 1.0470, loss: 1.0470, grad_norm: 6.8443 2021-02-07 07:39:34,392 - mmaction - INFO - Epoch [82][1080/3757] lr: 1.000e-04, eta: 18:57:54, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1459, loss: 1.1459, grad_norm: 7.0852 2021-02-07 07:39:43,166 - mmaction - INFO - Epoch [82][1100/3757] lr: 1.000e-04, eta: 18:57:31, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9102, loss_cls: 0.9980, loss: 0.9980, grad_norm: 6.8021 2021-02-07 07:39:51,994 - mmaction - INFO - Epoch [82][1120/3757] lr: 1.000e-04, eta: 18:57:09, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9047, loss_cls: 1.0161, loss: 1.0161, grad_norm: 6.9257 2021-02-07 07:40:00,800 - mmaction - INFO - Epoch [82][1140/3757] lr: 1.000e-04, eta: 18:56:46, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1364, loss: 1.1364, grad_norm: 7.1059 2021-02-07 07:40:09,642 - mmaction - INFO - Epoch [82][1160/3757] lr: 1.000e-04, eta: 18:56:23, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8906, loss_cls: 1.0631, loss: 1.0631, grad_norm: 6.9190 2021-02-07 07:40:18,425 - mmaction - INFO - Epoch [82][1180/3757] lr: 1.000e-04, eta: 18:56:00, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9031, loss_cls: 1.0456, loss: 1.0456, grad_norm: 6.8241 2021-02-07 07:40:27,197 - mmaction - INFO - Epoch [82][1200/3757] lr: 1.000e-04, eta: 18:55:38, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9055, loss_cls: 1.0122, loss: 1.0122, grad_norm: 6.8530 2021-02-07 07:40:36,025 - mmaction - INFO - Epoch [82][1220/3757] lr: 1.000e-04, eta: 18:55:15, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8859, loss_cls: 1.1104, loss: 1.1104, grad_norm: 6.8134 2021-02-07 07:40:44,866 - mmaction - INFO - Epoch [82][1240/3757] lr: 1.000e-04, eta: 18:54:52, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.9000, loss_cls: 1.0148, loss: 1.0148, grad_norm: 6.8413 2021-02-07 07:40:53,693 - mmaction - INFO - Epoch [82][1260/3757] lr: 1.000e-04, eta: 18:54:29, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8992, loss_cls: 1.0521, loss: 1.0521, grad_norm: 6.9494 2021-02-07 07:41:02,525 - mmaction - INFO - Epoch [82][1280/3757] lr: 1.000e-04, eta: 18:54:07, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7570, top5_acc: 0.9031, loss_cls: 1.0090, loss: 1.0090, grad_norm: 6.7409 2021-02-07 07:41:11,373 - mmaction - INFO - Epoch [82][1300/3757] lr: 1.000e-04, eta: 18:53:44, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9016, loss_cls: 1.0049, loss: 1.0049, grad_norm: 6.8057 2021-02-07 07:41:20,257 - mmaction - INFO - Epoch [82][1320/3757] lr: 1.000e-04, eta: 18:53:21, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8969, loss_cls: 1.0435, loss: 1.0435, grad_norm: 6.8770 2021-02-07 07:41:29,060 - mmaction - INFO - Epoch [82][1340/3757] lr: 1.000e-04, eta: 18:52:58, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8844, loss_cls: 1.1175, loss: 1.1175, grad_norm: 7.0553 2021-02-07 07:41:37,861 - mmaction - INFO - Epoch [82][1360/3757] lr: 1.000e-04, eta: 18:52:36, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8906, loss_cls: 1.0473, loss: 1.0473, grad_norm: 6.7645 2021-02-07 07:41:46,709 - mmaction - INFO - Epoch [82][1380/3757] lr: 1.000e-04, eta: 18:52:13, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9008, loss_cls: 1.0616, loss: 1.0616, grad_norm: 7.0905 2021-02-07 07:41:55,508 - mmaction - INFO - Epoch [82][1400/3757] lr: 1.000e-04, eta: 18:51:50, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8922, loss_cls: 1.0360, loss: 1.0360, grad_norm: 6.6407 2021-02-07 07:42:04,315 - mmaction - INFO - Epoch [82][1420/3757] lr: 1.000e-04, eta: 18:51:27, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9023, loss_cls: 1.0094, loss: 1.0094, grad_norm: 6.6708 2021-02-07 07:42:13,123 - mmaction - INFO - Epoch [82][1440/3757] lr: 1.000e-04, eta: 18:51:05, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8969, loss_cls: 1.0758, loss: 1.0758, grad_norm: 7.0754 2021-02-07 07:42:22,042 - mmaction - INFO - Epoch [82][1460/3757] lr: 1.000e-04, eta: 18:50:42, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8805, loss_cls: 1.0919, loss: 1.0919, grad_norm: 6.9621 2021-02-07 07:42:30,877 - mmaction - INFO - Epoch [82][1480/3757] lr: 1.000e-04, eta: 18:50:19, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9086, loss_cls: 1.0302, loss: 1.0302, grad_norm: 7.0489 2021-02-07 07:42:39,743 - mmaction - INFO - Epoch [82][1500/3757] lr: 1.000e-04, eta: 18:49:57, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8945, loss_cls: 1.0737, loss: 1.0737, grad_norm: 7.1184 2021-02-07 07:42:48,575 - mmaction - INFO - Epoch [82][1520/3757] lr: 1.000e-04, eta: 18:49:34, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.9047, loss_cls: 1.0186, loss: 1.0186, grad_norm: 6.8686 2021-02-07 07:42:57,410 - mmaction - INFO - Epoch [82][1540/3757] lr: 1.000e-04, eta: 18:49:11, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9055, loss_cls: 0.9886, loss: 0.9886, grad_norm: 6.9699 2021-02-07 07:43:06,270 - mmaction - INFO - Epoch [82][1560/3757] lr: 1.000e-04, eta: 18:48:49, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8953, loss_cls: 1.0905, loss: 1.0905, grad_norm: 6.8545 2021-02-07 07:43:15,094 - mmaction - INFO - Epoch [82][1580/3757] lr: 1.000e-04, eta: 18:48:26, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0386, loss: 1.0386, grad_norm: 7.0014 2021-02-07 07:43:23,885 - mmaction - INFO - Epoch [82][1600/3757] lr: 1.000e-04, eta: 18:48:03, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9016, loss_cls: 1.0397, loss: 1.0397, grad_norm: 6.7433 2021-02-07 07:43:32,777 - mmaction - INFO - Epoch [82][1620/3757] lr: 1.000e-04, eta: 18:47:40, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7617, top5_acc: 0.8977, loss_cls: 0.9918, loss: 0.9918, grad_norm: 6.7057 2021-02-07 07:43:41,594 - mmaction - INFO - Epoch [82][1640/3757] lr: 1.000e-04, eta: 18:47:18, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8867, loss_cls: 1.1103, loss: 1.1103, grad_norm: 7.0172 2021-02-07 07:43:50,444 - mmaction - INFO - Epoch [82][1660/3757] lr: 1.000e-04, eta: 18:46:55, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9047, loss_cls: 1.0201, loss: 1.0201, grad_norm: 6.7535 2021-02-07 07:43:59,238 - mmaction - INFO - Epoch [82][1680/3757] lr: 1.000e-04, eta: 18:46:32, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8953, loss_cls: 1.0527, loss: 1.0527, grad_norm: 6.8793 2021-02-07 07:44:08,061 - mmaction - INFO - Epoch [82][1700/3757] lr: 1.000e-04, eta: 18:46:10, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7609, top5_acc: 0.9000, loss_cls: 0.9793, loss: 0.9793, grad_norm: 6.4658 2021-02-07 07:44:16,916 - mmaction - INFO - Epoch [82][1720/3757] lr: 1.000e-04, eta: 18:45:47, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8883, loss_cls: 1.1324, loss: 1.1324, grad_norm: 6.8224 2021-02-07 07:44:25,743 - mmaction - INFO - Epoch [82][1740/3757] lr: 1.000e-04, eta: 18:45:24, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9070, loss_cls: 1.0254, loss: 1.0254, grad_norm: 6.9564 2021-02-07 07:44:34,585 - mmaction - INFO - Epoch [82][1760/3757] lr: 1.000e-04, eta: 18:45:02, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9078, loss_cls: 1.0015, loss: 1.0015, grad_norm: 6.9173 2021-02-07 07:44:43,418 - mmaction - INFO - Epoch [82][1780/3757] lr: 1.000e-04, eta: 18:44:39, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8914, loss_cls: 1.0638, loss: 1.0638, grad_norm: 6.9496 2021-02-07 07:44:52,231 - mmaction - INFO - Epoch [82][1800/3757] lr: 1.000e-04, eta: 18:44:16, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8961, loss_cls: 1.0862, loss: 1.0862, grad_norm: 6.9216 2021-02-07 07:45:01,033 - mmaction - INFO - Epoch [82][1820/3757] lr: 1.000e-04, eta: 18:43:54, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8859, loss_cls: 1.0942, loss: 1.0942, grad_norm: 6.7680 2021-02-07 07:45:09,870 - mmaction - INFO - Epoch [82][1840/3757] lr: 1.000e-04, eta: 18:43:31, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.9016, loss_cls: 1.0813, loss: 1.0813, grad_norm: 7.0669 2021-02-07 07:45:18,738 - mmaction - INFO - Epoch [82][1860/3757] lr: 1.000e-04, eta: 18:43:08, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7555, top5_acc: 0.8977, loss_cls: 1.0121, loss: 1.0121, grad_norm: 6.7399 2021-02-07 07:45:27,557 - mmaction - INFO - Epoch [82][1880/3757] lr: 1.000e-04, eta: 18:42:46, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9070, loss_cls: 1.0087, loss: 1.0087, grad_norm: 6.6834 2021-02-07 07:45:36,411 - mmaction - INFO - Epoch [82][1900/3757] lr: 1.000e-04, eta: 18:42:23, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9047, loss_cls: 1.0291, loss: 1.0291, grad_norm: 6.8296 2021-02-07 07:45:45,266 - mmaction - INFO - Epoch [82][1920/3757] lr: 1.000e-04, eta: 18:42:00, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9008, loss_cls: 1.0528, loss: 1.0528, grad_norm: 6.9949 2021-02-07 07:45:54,154 - mmaction - INFO - Epoch [82][1940/3757] lr: 1.000e-04, eta: 18:41:38, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8969, loss_cls: 1.0897, loss: 1.0897, grad_norm: 7.0351 2021-02-07 07:46:03,044 - mmaction - INFO - Epoch [82][1960/3757] lr: 1.000e-04, eta: 18:41:15, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8852, loss_cls: 1.1296, loss: 1.1296, grad_norm: 6.9523 2021-02-07 07:46:11,861 - mmaction - INFO - Epoch [82][1980/3757] lr: 1.000e-04, eta: 18:40:52, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8875, loss_cls: 1.0818, loss: 1.0818, grad_norm: 6.9058 2021-02-07 07:46:20,759 - mmaction - INFO - Epoch [82][2000/3757] lr: 1.000e-04, eta: 18:40:30, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8992, loss_cls: 1.0728, loss: 1.0728, grad_norm: 6.9935 2021-02-07 07:46:29,623 - mmaction - INFO - Epoch [82][2020/3757] lr: 1.000e-04, eta: 18:40:07, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9000, loss_cls: 1.0259, loss: 1.0259, grad_norm: 6.6414 2021-02-07 07:46:38,391 - mmaction - INFO - Epoch [82][2040/3757] lr: 1.000e-04, eta: 18:39:44, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1468, loss: 1.1468, grad_norm: 7.2463 2021-02-07 07:46:47,278 - mmaction - INFO - Epoch [82][2060/3757] lr: 1.000e-04, eta: 18:39:22, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8977, loss_cls: 1.0770, loss: 1.0770, grad_norm: 6.9659 2021-02-07 07:46:56,107 - mmaction - INFO - Epoch [82][2080/3757] lr: 1.000e-04, eta: 18:38:59, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8953, loss_cls: 1.0501, loss: 1.0501, grad_norm: 6.8197 2021-02-07 07:47:04,956 - mmaction - INFO - Epoch [82][2100/3757] lr: 1.000e-04, eta: 18:38:36, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8906, loss_cls: 1.0883, loss: 1.0883, grad_norm: 6.8018 2021-02-07 07:47:13,808 - mmaction - INFO - Epoch [82][2120/3757] lr: 1.000e-04, eta: 18:38:14, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7617, top5_acc: 0.9086, loss_cls: 0.9926, loss: 0.9926, grad_norm: 6.6882 2021-02-07 07:47:22,687 - mmaction - INFO - Epoch [82][2140/3757] lr: 1.000e-04, eta: 18:37:51, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8953, loss_cls: 1.1079, loss: 1.1079, grad_norm: 7.0605 2021-02-07 07:47:31,540 - mmaction - INFO - Epoch [82][2160/3757] lr: 1.000e-04, eta: 18:37:29, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9078, loss_cls: 1.0163, loss: 1.0163, grad_norm: 6.8589 2021-02-07 07:47:40,368 - mmaction - INFO - Epoch [82][2180/3757] lr: 1.000e-04, eta: 18:37:06, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.1114, loss: 1.1114, grad_norm: 7.0186 2021-02-07 07:47:49,228 - mmaction - INFO - Epoch [82][2200/3757] lr: 1.000e-04, eta: 18:36:43, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8914, loss_cls: 1.0923, loss: 1.0923, grad_norm: 7.0087 2021-02-07 07:47:58,158 - mmaction - INFO - Epoch [82][2220/3757] lr: 1.000e-04, eta: 18:36:21, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9000, loss_cls: 1.0240, loss: 1.0240, grad_norm: 6.7906 2021-02-07 07:48:06,998 - mmaction - INFO - Epoch [82][2240/3757] lr: 1.000e-04, eta: 18:35:58, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8883, loss_cls: 1.1197, loss: 1.1197, grad_norm: 7.0193 2021-02-07 07:48:15,825 - mmaction - INFO - Epoch [82][2260/3757] lr: 1.000e-04, eta: 18:35:35, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7602, top5_acc: 0.9031, loss_cls: 1.0049, loss: 1.0049, grad_norm: 6.7777 2021-02-07 07:48:24,637 - mmaction - INFO - Epoch [82][2280/3757] lr: 1.000e-04, eta: 18:35:13, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7617, top5_acc: 0.9117, loss_cls: 0.9758, loss: 0.9758, grad_norm: 6.6614 2021-02-07 07:48:33,476 - mmaction - INFO - Epoch [82][2300/3757] lr: 1.000e-04, eta: 18:34:50, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0663, loss: 1.0663, grad_norm: 7.2065 2021-02-07 07:48:42,386 - mmaction - INFO - Epoch [82][2320/3757] lr: 1.000e-04, eta: 18:34:28, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8906, loss_cls: 1.0761, loss: 1.0761, grad_norm: 6.8019 2021-02-07 07:48:51,200 - mmaction - INFO - Epoch [82][2340/3757] lr: 1.000e-04, eta: 18:34:05, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8883, loss_cls: 1.0789, loss: 1.0789, grad_norm: 6.7295 2021-02-07 07:49:00,040 - mmaction - INFO - Epoch [82][2360/3757] lr: 1.000e-04, eta: 18:33:42, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.9016, loss_cls: 1.0367, loss: 1.0367, grad_norm: 6.9121 2021-02-07 07:49:08,989 - mmaction - INFO - Epoch [82][2380/3757] lr: 1.000e-04, eta: 18:33:20, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9023, loss_cls: 1.0310, loss: 1.0310, grad_norm: 6.5604 2021-02-07 07:49:17,817 - mmaction - INFO - Epoch [82][2400/3757] lr: 1.000e-04, eta: 18:32:57, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8914, loss_cls: 1.0945, loss: 1.0945, grad_norm: 6.8206 2021-02-07 07:49:26,675 - mmaction - INFO - Epoch [82][2420/3757] lr: 1.000e-04, eta: 18:32:35, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.9008, loss_cls: 1.1051, loss: 1.1051, grad_norm: 6.8311 2021-02-07 07:49:35,542 - mmaction - INFO - Epoch [82][2440/3757] lr: 1.000e-04, eta: 18:32:12, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9016, loss_cls: 1.0424, loss: 1.0424, grad_norm: 6.7467 2021-02-07 07:49:44,359 - mmaction - INFO - Epoch [82][2460/3757] lr: 1.000e-04, eta: 18:31:49, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9000, loss_cls: 1.0513, loss: 1.0513, grad_norm: 6.9116 2021-02-07 07:49:53,177 - mmaction - INFO - Epoch [82][2480/3757] lr: 1.000e-04, eta: 18:31:27, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0899, loss: 1.0899, grad_norm: 6.9597 2021-02-07 07:50:02,047 - mmaction - INFO - Epoch [82][2500/3757] lr: 1.000e-04, eta: 18:31:04, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9102, loss_cls: 0.9840, loss: 0.9840, grad_norm: 6.7245 2021-02-07 07:50:10,937 - mmaction - INFO - Epoch [82][2520/3757] lr: 1.000e-04, eta: 18:30:42, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9125, loss_cls: 0.9915, loss: 0.9915, grad_norm: 6.8124 2021-02-07 07:50:19,729 - mmaction - INFO - Epoch [82][2540/3757] lr: 1.000e-04, eta: 18:30:19, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8992, loss_cls: 1.0646, loss: 1.0646, grad_norm: 6.9311 2021-02-07 07:50:28,647 - mmaction - INFO - Epoch [82][2560/3757] lr: 1.000e-04, eta: 18:29:57, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9008, loss_cls: 1.0500, loss: 1.0500, grad_norm: 6.8804 2021-02-07 07:50:37,497 - mmaction - INFO - Epoch [82][2580/3757] lr: 1.000e-04, eta: 18:29:34, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9133, loss_cls: 1.0018, loss: 1.0018, grad_norm: 6.6377 2021-02-07 07:50:46,338 - mmaction - INFO - Epoch [82][2600/3757] lr: 1.000e-04, eta: 18:29:11, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8984, loss_cls: 1.0488, loss: 1.0488, grad_norm: 6.9621 2021-02-07 07:50:55,188 - mmaction - INFO - Epoch [82][2620/3757] lr: 1.000e-04, eta: 18:28:49, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9000, loss_cls: 1.0098, loss: 1.0098, grad_norm: 6.9472 2021-02-07 07:51:04,049 - mmaction - INFO - Epoch [82][2640/3757] lr: 1.000e-04, eta: 18:28:26, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8750, loss_cls: 1.1221, loss: 1.1221, grad_norm: 7.1623 2021-02-07 07:51:12,924 - mmaction - INFO - Epoch [82][2660/3757] lr: 1.000e-04, eta: 18:28:04, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8812, loss_cls: 1.1288, loss: 1.1288, grad_norm: 7.0747 2021-02-07 07:51:21,794 - mmaction - INFO - Epoch [82][2680/3757] lr: 1.000e-04, eta: 18:27:41, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1262, loss: 1.1262, grad_norm: 7.1355 2021-02-07 07:51:30,602 - mmaction - INFO - Epoch [82][2700/3757] lr: 1.000e-04, eta: 18:27:19, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7633, top5_acc: 0.9148, loss_cls: 0.9358, loss: 0.9358, grad_norm: 6.7057 2021-02-07 07:51:39,402 - mmaction - INFO - Epoch [82][2720/3757] lr: 1.000e-04, eta: 18:26:56, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7633, top5_acc: 0.9023, loss_cls: 1.0229, loss: 1.0229, grad_norm: 6.5244 2021-02-07 07:51:48,274 - mmaction - INFO - Epoch [82][2740/3757] lr: 1.000e-04, eta: 18:26:33, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.0525, loss: 1.0525, grad_norm: 6.7078 2021-02-07 07:51:57,145 - mmaction - INFO - Epoch [82][2760/3757] lr: 1.000e-04, eta: 18:26:11, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8984, loss_cls: 1.0578, loss: 1.0578, grad_norm: 6.7302 2021-02-07 07:52:06,026 - mmaction - INFO - Epoch [82][2780/3757] lr: 1.000e-04, eta: 18:25:48, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8961, loss_cls: 1.0478, loss: 1.0478, grad_norm: 6.8824 2021-02-07 07:52:14,842 - mmaction - INFO - Epoch [82][2800/3757] lr: 1.000e-04, eta: 18:25:26, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8828, loss_cls: 1.1285, loss: 1.1285, grad_norm: 7.0870 2021-02-07 07:52:23,705 - mmaction - INFO - Epoch [82][2820/3757] lr: 1.000e-04, eta: 18:25:03, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9055, loss_cls: 1.0242, loss: 1.0242, grad_norm: 6.6504 2021-02-07 07:52:32,636 - mmaction - INFO - Epoch [82][2840/3757] lr: 1.000e-04, eta: 18:24:41, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.8789, loss_cls: 1.1039, loss: 1.1039, grad_norm: 6.8078 2021-02-07 07:52:41,535 - mmaction - INFO - Epoch [82][2860/3757] lr: 1.000e-04, eta: 18:24:18, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8898, loss_cls: 1.0653, loss: 1.0653, grad_norm: 6.8221 2021-02-07 07:52:50,382 - mmaction - INFO - Epoch [82][2880/3757] lr: 1.000e-04, eta: 18:23:56, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.0933, loss: 1.0933, grad_norm: 6.9569 2021-02-07 07:52:59,258 - mmaction - INFO - Epoch [82][2900/3757] lr: 1.000e-04, eta: 18:23:33, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9125, loss_cls: 1.0049, loss: 1.0049, grad_norm: 6.9368 2021-02-07 07:53:08,095 - mmaction - INFO - Epoch [82][2920/3757] lr: 1.000e-04, eta: 18:23:11, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9094, loss_cls: 1.0422, loss: 1.0422, grad_norm: 7.0146 2021-02-07 07:53:16,922 - mmaction - INFO - Epoch [82][2940/3757] lr: 1.000e-04, eta: 18:22:48, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9008, loss_cls: 0.9995, loss: 0.9995, grad_norm: 6.9202 2021-02-07 07:53:25,778 - mmaction - INFO - Epoch [82][2960/3757] lr: 1.000e-04, eta: 18:22:26, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8945, loss_cls: 1.0414, loss: 1.0414, grad_norm: 6.8249 2021-02-07 07:53:34,621 - mmaction - INFO - Epoch [82][2980/3757] lr: 1.000e-04, eta: 18:22:03, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8906, loss_cls: 1.1258, loss: 1.1258, grad_norm: 7.1910 2021-02-07 07:53:43,466 - mmaction - INFO - Epoch [82][3000/3757] lr: 1.000e-04, eta: 18:21:41, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9031, loss_cls: 1.0037, loss: 1.0037, grad_norm: 6.7171 2021-02-07 07:53:52,301 - mmaction - INFO - Epoch [82][3020/3757] lr: 1.000e-04, eta: 18:21:18, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.8977, loss_cls: 1.0578, loss: 1.0578, grad_norm: 6.7835 2021-02-07 07:54:23,465 - mmaction - INFO - Epoch [82][3040/3757] lr: 1.000e-04, eta: 18:21:02, time: 1.558, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8930, loss_cls: 1.0727, loss: 1.0727, grad_norm: 6.8897 2021-02-07 07:54:32,238 - mmaction - INFO - Epoch [82][3060/3757] lr: 1.000e-04, eta: 18:20:40, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0656, loss: 1.0656, grad_norm: 6.9266 2021-02-07 07:54:46,381 - mmaction - INFO - Epoch [82][3080/3757] lr: 1.000e-04, eta: 18:20:19, time: 0.707, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8930, loss_cls: 1.0933, loss: 1.0933, grad_norm: 6.9037 2021-02-07 07:54:55,155 - mmaction - INFO - Epoch [82][3100/3757] lr: 1.000e-04, eta: 18:19:56, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8953, loss_cls: 1.0767, loss: 1.0767, grad_norm: 6.9715 2021-02-07 07:55:03,924 - mmaction - INFO - Epoch [82][3120/3757] lr: 1.000e-04, eta: 18:19:34, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8930, loss_cls: 1.1032, loss: 1.1032, grad_norm: 6.9435 2021-02-07 07:55:12,749 - mmaction - INFO - Epoch [82][3140/3757] lr: 1.000e-04, eta: 18:19:11, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8922, loss_cls: 1.0480, loss: 1.0480, grad_norm: 6.9269 2021-02-07 07:55:21,520 - mmaction - INFO - Epoch [82][3160/3757] lr: 1.000e-04, eta: 18:18:49, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9078, loss_cls: 1.0010, loss: 1.0010, grad_norm: 6.6896 2021-02-07 07:55:30,342 - mmaction - INFO - Epoch [82][3180/3757] lr: 1.000e-04, eta: 18:18:26, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9062, loss_cls: 1.0346, loss: 1.0346, grad_norm: 6.8625 2021-02-07 07:55:39,212 - mmaction - INFO - Epoch [82][3200/3757] lr: 1.000e-04, eta: 18:18:04, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9016, loss_cls: 1.0247, loss: 1.0247, grad_norm: 6.6138 2021-02-07 07:55:48,039 - mmaction - INFO - Epoch [82][3220/3757] lr: 1.000e-04, eta: 18:17:41, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.9023, loss_cls: 1.0843, loss: 1.0843, grad_norm: 7.0112 2021-02-07 07:55:56,861 - mmaction - INFO - Epoch [82][3240/3757] lr: 1.000e-04, eta: 18:17:19, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9055, loss_cls: 1.0125, loss: 1.0125, grad_norm: 6.7970 2021-02-07 07:56:05,685 - mmaction - INFO - Epoch [82][3260/3757] lr: 1.000e-04, eta: 18:16:56, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9070, loss_cls: 1.0243, loss: 1.0243, grad_norm: 7.0716 2021-02-07 07:56:14,584 - mmaction - INFO - Epoch [82][3280/3757] lr: 1.000e-04, eta: 18:16:34, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.8984, loss_cls: 1.0520, loss: 1.0520, grad_norm: 6.6819 2021-02-07 07:56:23,480 - mmaction - INFO - Epoch [82][3300/3757] lr: 1.000e-04, eta: 18:16:11, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8961, loss_cls: 1.0821, loss: 1.0821, grad_norm: 7.0605 2021-02-07 07:56:32,318 - mmaction - INFO - Epoch [82][3320/3757] lr: 1.000e-04, eta: 18:15:49, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8914, loss_cls: 1.1065, loss: 1.1065, grad_norm: 6.9096 2021-02-07 07:56:41,143 - mmaction - INFO - Epoch [82][3340/3757] lr: 1.000e-04, eta: 18:15:26, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8898, loss_cls: 1.1020, loss: 1.1020, grad_norm: 6.9148 2021-02-07 07:56:49,951 - mmaction - INFO - Epoch [82][3360/3757] lr: 1.000e-04, eta: 18:15:04, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8805, loss_cls: 1.1090, loss: 1.1090, grad_norm: 7.0856 2021-02-07 07:56:58,793 - mmaction - INFO - Epoch [82][3380/3757] lr: 1.000e-04, eta: 18:14:41, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.9039, loss_cls: 1.0505, loss: 1.0505, grad_norm: 6.8268 2021-02-07 07:57:07,667 - mmaction - INFO - Epoch [82][3400/3757] lr: 1.000e-04, eta: 18:14:19, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9031, loss_cls: 0.9746, loss: 0.9746, grad_norm: 6.5501 2021-02-07 07:57:16,566 - mmaction - INFO - Epoch [82][3420/3757] lr: 1.000e-04, eta: 18:13:56, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.9078, loss_cls: 1.0240, loss: 1.0240, grad_norm: 6.8954 2021-02-07 07:57:25,406 - mmaction - INFO - Epoch [82][3440/3757] lr: 1.000e-04, eta: 18:13:34, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8938, loss_cls: 1.0148, loss: 1.0148, grad_norm: 6.6786 2021-02-07 07:57:34,257 - mmaction - INFO - Epoch [82][3460/3757] lr: 1.000e-04, eta: 18:13:11, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8961, loss_cls: 1.0711, loss: 1.0711, grad_norm: 7.0614 2021-02-07 07:57:43,073 - mmaction - INFO - Epoch [82][3480/3757] lr: 1.000e-04, eta: 18:12:49, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.0966, loss: 1.0966, grad_norm: 6.9159 2021-02-07 07:57:51,954 - mmaction - INFO - Epoch [82][3500/3757] lr: 1.000e-04, eta: 18:12:26, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9062, loss_cls: 1.0009, loss: 1.0009, grad_norm: 6.8621 2021-02-07 07:58:00,783 - mmaction - INFO - Epoch [82][3520/3757] lr: 1.000e-04, eta: 18:12:04, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8992, loss_cls: 1.0414, loss: 1.0414, grad_norm: 6.9818 2021-02-07 07:58:09,607 - mmaction - INFO - Epoch [82][3540/3757] lr: 1.000e-04, eta: 18:11:41, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9023, loss_cls: 1.0647, loss: 1.0647, grad_norm: 7.0190 2021-02-07 07:58:18,402 - mmaction - INFO - Epoch [82][3560/3757] lr: 1.000e-04, eta: 18:11:19, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7602, top5_acc: 0.9094, loss_cls: 0.9772, loss: 0.9772, grad_norm: 6.5113 2021-02-07 07:58:27,255 - mmaction - INFO - Epoch [82][3580/3757] lr: 1.000e-04, eta: 18:10:57, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8961, loss_cls: 1.0517, loss: 1.0517, grad_norm: 6.9961 2021-02-07 07:58:36,113 - mmaction - INFO - Epoch [82][3600/3757] lr: 1.000e-04, eta: 18:10:34, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8938, loss_cls: 1.1077, loss: 1.1077, grad_norm: 6.9703 2021-02-07 07:58:47,067 - mmaction - INFO - Epoch [82][3620/3757] lr: 1.000e-04, eta: 18:10:12, time: 0.548, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.9008, loss_cls: 1.0424, loss: 1.0424, grad_norm: 6.7543 2021-02-07 07:58:55,893 - mmaction - INFO - Epoch [82][3640/3757] lr: 1.000e-04, eta: 18:09:50, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.9039, loss_cls: 1.0663, loss: 1.0663, grad_norm: 6.9565 2021-02-07 07:59:25,237 - mmaction - INFO - Epoch [82][3660/3757] lr: 1.000e-04, eta: 18:09:33, time: 1.467, data_time: 1.020, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9055, loss_cls: 1.0517, loss: 1.0517, grad_norm: 6.9280 2021-02-07 07:59:33,967 - mmaction - INFO - Epoch [82][3680/3757] lr: 1.000e-04, eta: 18:09:11, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9109, loss_cls: 1.0283, loss: 1.0283, grad_norm: 6.9309 2021-02-07 07:59:42,819 - mmaction - INFO - Epoch [82][3700/3757] lr: 1.000e-04, eta: 18:08:49, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9164, loss_cls: 0.9476, loss: 0.9476, grad_norm: 6.5481 2021-02-07 08:00:16,909 - mmaction - INFO - Epoch [82][3720/3757] lr: 1.000e-04, eta: 18:08:34, time: 1.704, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8961, loss_cls: 1.0391, loss: 1.0391, grad_norm: 6.9080 2021-02-07 08:00:25,649 - mmaction - INFO - Epoch [82][3740/3757] lr: 1.000e-04, eta: 18:08:11, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9102, loss_cls: 0.9933, loss: 0.9933, grad_norm: 6.5773 2021-02-07 08:00:33,684 - mmaction - INFO - Saving checkpoint at 82 epochs 2021-02-07 08:00:58,537 - mmaction - INFO - Epoch [83][20/3757] lr: 1.000e-04, eta: 18:07:32, time: 1.177, data_time: 0.737, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9039, loss_cls: 1.0314, loss: 1.0314, grad_norm: 6.7239 2021-02-07 08:01:07,371 - mmaction - INFO - Epoch [83][40/3757] lr: 1.000e-04, eta: 18:07:09, time: 0.441, data_time: 0.004, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8914, loss_cls: 1.0324, loss: 1.0324, grad_norm: 6.6660 2021-02-07 08:01:16,104 - mmaction - INFO - Epoch [83][60/3757] lr: 1.000e-04, eta: 18:06:47, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9070, loss_cls: 0.9978, loss: 0.9978, grad_norm: 6.6511 2021-02-07 08:01:24,947 - mmaction - INFO - Epoch [83][80/3757] lr: 1.000e-04, eta: 18:06:25, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8984, loss_cls: 1.0788, loss: 1.0788, grad_norm: 6.8301 2021-02-07 08:01:33,759 - mmaction - INFO - Epoch [83][100/3757] lr: 1.000e-04, eta: 18:06:02, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1566, loss: 1.1566, grad_norm: 7.0758 2021-02-07 08:01:42,569 - mmaction - INFO - Epoch [83][120/3757] lr: 1.000e-04, eta: 18:05:40, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8789, loss_cls: 1.1370, loss: 1.1370, grad_norm: 7.1922 2021-02-07 08:01:51,423 - mmaction - INFO - Epoch [83][140/3757] lr: 1.000e-04, eta: 18:05:17, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9000, loss_cls: 1.0121, loss: 1.0121, grad_norm: 6.5399 2021-02-07 08:02:00,257 - mmaction - INFO - Epoch [83][160/3757] lr: 1.000e-04, eta: 18:04:55, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8859, loss_cls: 1.0584, loss: 1.0584, grad_norm: 6.7894 2021-02-07 08:02:09,086 - mmaction - INFO - Epoch [83][180/3757] lr: 1.000e-04, eta: 18:04:32, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8805, loss_cls: 1.1263, loss: 1.1263, grad_norm: 7.0108 2021-02-07 08:02:17,860 - mmaction - INFO - Epoch [83][200/3757] lr: 1.000e-04, eta: 18:04:10, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.8945, loss_cls: 1.0729, loss: 1.0729, grad_norm: 6.9706 2021-02-07 08:02:26,672 - mmaction - INFO - Epoch [83][220/3757] lr: 1.000e-04, eta: 18:03:47, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9016, loss_cls: 1.0491, loss: 1.0491, grad_norm: 6.9157 2021-02-07 08:02:35,517 - mmaction - INFO - Epoch [83][240/3757] lr: 1.000e-04, eta: 18:03:25, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8977, loss_cls: 1.0241, loss: 1.0241, grad_norm: 7.0870 2021-02-07 08:02:44,353 - mmaction - INFO - Epoch [83][260/3757] lr: 1.000e-04, eta: 18:03:03, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8812, loss_cls: 1.1099, loss: 1.1099, grad_norm: 7.1066 2021-02-07 08:02:53,189 - mmaction - INFO - Epoch [83][280/3757] lr: 1.000e-04, eta: 18:02:40, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9047, loss_cls: 1.0208, loss: 1.0208, grad_norm: 6.7707 2021-02-07 08:03:01,977 - mmaction - INFO - Epoch [83][300/3757] lr: 1.000e-04, eta: 18:02:18, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9047, loss_cls: 0.9823, loss: 0.9823, grad_norm: 6.6883 2021-02-07 08:03:10,816 - mmaction - INFO - Epoch [83][320/3757] lr: 1.000e-04, eta: 18:01:55, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9055, loss_cls: 0.9623, loss: 0.9623, grad_norm: 6.7879 2021-02-07 08:03:19,669 - mmaction - INFO - Epoch [83][340/3757] lr: 1.000e-04, eta: 18:01:33, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9055, loss_cls: 1.0184, loss: 1.0184, grad_norm: 6.8150 2021-02-07 08:03:28,516 - mmaction - INFO - Epoch [83][360/3757] lr: 1.000e-04, eta: 18:01:11, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8914, loss_cls: 1.0735, loss: 1.0735, grad_norm: 7.0134 2021-02-07 08:03:37,333 - mmaction - INFO - Epoch [83][380/3757] lr: 1.000e-04, eta: 18:00:48, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8961, loss_cls: 1.0533, loss: 1.0533, grad_norm: 6.9103 2021-02-07 08:03:46,213 - mmaction - INFO - Epoch [83][400/3757] lr: 1.000e-04, eta: 18:00:26, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9047, loss_cls: 0.9784, loss: 0.9784, grad_norm: 6.7050 2021-02-07 08:03:55,006 - mmaction - INFO - Epoch [83][420/3757] lr: 1.000e-04, eta: 18:00:03, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9023, loss_cls: 1.0205, loss: 1.0205, grad_norm: 6.7019 2021-02-07 08:04:03,813 - mmaction - INFO - Epoch [83][440/3757] lr: 1.000e-04, eta: 17:59:41, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9016, loss_cls: 1.0098, loss: 1.0098, grad_norm: 6.7327 2021-02-07 08:04:12,638 - mmaction - INFO - Epoch [83][460/3757] lr: 1.000e-04, eta: 17:59:19, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8930, loss_cls: 1.1152, loss: 1.1152, grad_norm: 7.0950 2021-02-07 08:04:21,474 - mmaction - INFO - Epoch [83][480/3757] lr: 1.000e-04, eta: 17:58:56, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8984, loss_cls: 1.0587, loss: 1.0587, grad_norm: 6.7317 2021-02-07 08:04:30,338 - mmaction - INFO - Epoch [83][500/3757] lr: 1.000e-04, eta: 17:58:34, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0553, loss: 1.0553, grad_norm: 6.9464 2021-02-07 08:04:39,171 - mmaction - INFO - Epoch [83][520/3757] lr: 1.000e-04, eta: 17:58:11, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.9000, loss_cls: 1.0699, loss: 1.0699, grad_norm: 7.0468 2021-02-07 08:04:47,985 - mmaction - INFO - Epoch [83][540/3757] lr: 1.000e-04, eta: 17:57:49, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8859, loss_cls: 1.1197, loss: 1.1197, grad_norm: 7.0462 2021-02-07 08:04:56,842 - mmaction - INFO - Epoch [83][560/3757] lr: 1.000e-04, eta: 17:57:27, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7562, top5_acc: 0.9047, loss_cls: 0.9799, loss: 0.9799, grad_norm: 6.5175 2021-02-07 08:05:05,667 - mmaction - INFO - Epoch [83][580/3757] lr: 1.000e-04, eta: 17:57:04, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.0673, loss: 1.0673, grad_norm: 6.8435 2021-02-07 08:05:14,565 - mmaction - INFO - Epoch [83][600/3757] lr: 1.000e-04, eta: 17:56:42, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8898, loss_cls: 1.0935, loss: 1.0935, grad_norm: 6.9656 2021-02-07 08:05:37,675 - mmaction - INFO - Epoch [83][620/3757] lr: 1.000e-04, eta: 17:56:24, time: 1.156, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8953, loss_cls: 1.0784, loss: 1.0784, grad_norm: 6.9265 2021-02-07 08:05:46,420 - mmaction - INFO - Epoch [83][640/3757] lr: 1.000e-04, eta: 17:56:01, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.9062, loss_cls: 1.0883, loss: 1.0883, grad_norm: 7.0941 2021-02-07 08:05:55,850 - mmaction - INFO - Epoch [83][660/3757] lr: 1.000e-04, eta: 17:55:39, time: 0.471, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9047, loss_cls: 1.0333, loss: 1.0333, grad_norm: 6.7169 2021-02-07 08:06:08,197 - mmaction - INFO - Epoch [83][680/3757] lr: 1.000e-04, eta: 17:55:18, time: 0.618, data_time: 0.177, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9055, loss_cls: 1.0000, loss: 1.0000, grad_norm: 6.7106 2021-02-07 08:06:22,646 - mmaction - INFO - Epoch [83][700/3757] lr: 1.000e-04, eta: 17:54:57, time: 0.722, data_time: 0.281, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8797, loss_cls: 1.1452, loss: 1.1452, grad_norm: 7.2079 2021-02-07 08:06:31,427 - mmaction - INFO - Epoch [83][720/3757] lr: 1.000e-04, eta: 17:54:35, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8930, loss_cls: 1.0834, loss: 1.0834, grad_norm: 6.9509 2021-02-07 08:06:40,245 - mmaction - INFO - Epoch [83][740/3757] lr: 1.000e-04, eta: 17:54:12, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9086, loss_cls: 1.0339, loss: 1.0339, grad_norm: 6.8504 2021-02-07 08:06:49,090 - mmaction - INFO - Epoch [83][760/3757] lr: 1.000e-04, eta: 17:53:50, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9000, loss_cls: 1.0307, loss: 1.0307, grad_norm: 6.8392 2021-02-07 08:06:57,934 - mmaction - INFO - Epoch [83][780/3757] lr: 1.000e-04, eta: 17:53:28, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8773, loss_cls: 1.1358, loss: 1.1358, grad_norm: 7.2091 2021-02-07 08:07:24,833 - mmaction - INFO - Epoch [83][800/3757] lr: 1.000e-04, eta: 17:53:11, time: 1.345, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8961, loss_cls: 1.0718, loss: 1.0718, grad_norm: 6.8836 2021-02-07 08:07:42,160 - mmaction - INFO - Epoch [83][820/3757] lr: 1.000e-04, eta: 17:52:51, time: 0.865, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9039, loss_cls: 1.0034, loss: 1.0034, grad_norm: 6.7083 2021-02-07 08:07:52,305 - mmaction - INFO - Epoch [83][840/3757] lr: 1.000e-04, eta: 17:52:29, time: 0.508, data_time: 0.064, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8812, loss_cls: 1.1553, loss: 1.1553, grad_norm: 7.0664 2021-02-07 08:08:01,068 - mmaction - INFO - Epoch [83][860/3757] lr: 1.000e-04, eta: 17:52:07, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.9000, loss_cls: 1.0942, loss: 1.0942, grad_norm: 7.2737 2021-02-07 08:08:09,854 - mmaction - INFO - Epoch [83][880/3757] lr: 1.000e-04, eta: 17:51:44, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8938, loss_cls: 1.0433, loss: 1.0433, grad_norm: 6.8139 2021-02-07 08:08:18,630 - mmaction - INFO - Epoch [83][900/3757] lr: 1.000e-04, eta: 17:51:22, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.9023, loss_cls: 1.0669, loss: 1.0669, grad_norm: 6.9875 2021-02-07 08:08:27,469 - mmaction - INFO - Epoch [83][920/3757] lr: 1.000e-04, eta: 17:50:59, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.7500, top5_acc: 0.8969, loss_cls: 1.0053, loss: 1.0053, grad_norm: 6.6776 2021-02-07 08:08:48,538 - mmaction - INFO - Epoch [83][940/3757] lr: 1.000e-04, eta: 17:50:41, time: 1.053, data_time: 0.607, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8969, loss_cls: 1.0244, loss: 1.0244, grad_norm: 6.7324 2021-02-07 08:08:57,328 - mmaction - INFO - Epoch [83][960/3757] lr: 1.000e-04, eta: 17:50:18, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.0532, loss: 1.0532, grad_norm: 6.9802 2021-02-07 08:09:47,064 - mmaction - INFO - Epoch [83][980/3757] lr: 1.000e-04, eta: 17:50:08, time: 2.487, data_time: 0.713, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8930, loss_cls: 1.0723, loss: 1.0723, grad_norm: 6.8949 2021-02-07 08:10:19,153 - mmaction - INFO - Epoch [83][1000/3757] lr: 1.000e-04, eta: 17:49:53, time: 1.605, data_time: 1.162, memory: 7141, top1_acc: 0.7453, top5_acc: 0.8945, loss_cls: 1.0652, loss: 1.0652, grad_norm: 6.9195 2021-02-07 08:11:20,894 - mmaction - INFO - Epoch [83][1020/3757] lr: 1.000e-04, eta: 17:49:46, time: 3.086, data_time: 2.640, memory: 7141, top1_acc: 0.7320, top5_acc: 0.9047, loss_cls: 1.0397, loss: 1.0397, grad_norm: 6.8558 2021-02-07 08:11:49,401 - mmaction - INFO - Epoch [83][1040/3757] lr: 1.000e-04, eta: 17:49:29, time: 1.425, data_time: 0.985, memory: 7141, top1_acc: 0.7258, top5_acc: 0.9000, loss_cls: 1.0653, loss: 1.0653, grad_norm: 6.7227 2021-02-07 08:12:01,794 - mmaction - INFO - Epoch [83][1060/3757] lr: 1.000e-04, eta: 17:49:08, time: 0.621, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8875, loss_cls: 1.1265, loss: 1.1265, grad_norm: 7.2951 2021-02-07 08:12:10,569 - mmaction - INFO - Epoch [83][1080/3757] lr: 1.000e-04, eta: 17:48:46, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7688, top5_acc: 0.9242, loss_cls: 0.9152, loss: 0.9152, grad_norm: 6.5189 2021-02-07 08:13:24,970 - mmaction - INFO - Epoch [83][1100/3757] lr: 1.000e-04, eta: 17:48:43, time: 3.721, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8867, loss_cls: 1.1215, loss: 1.1215, grad_norm: 7.0892 2021-02-07 08:15:00,712 - mmaction - INFO - Epoch [83][1120/3757] lr: 1.000e-04, eta: 17:48:46, time: 4.787, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8875, loss_cls: 1.1045, loss: 1.1045, grad_norm: 6.9264 2021-02-07 08:15:53,741 - mmaction - INFO - Epoch [83][1140/3757] lr: 1.000e-04, eta: 17:48:36, time: 2.652, data_time: 1.107, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9000, loss_cls: 1.0021, loss: 1.0021, grad_norm: 6.7235 2021-02-07 08:17:02,093 - mmaction - INFO - Epoch [83][1160/3757] lr: 1.000e-04, eta: 17:48:31, time: 3.417, data_time: 2.978, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9117, loss_cls: 0.9871, loss: 0.9871, grad_norm: 6.5830 2021-02-07 08:18:28,388 - mmaction - INFO - Epoch [83][1180/3757] lr: 1.000e-04, eta: 17:48:32, time: 4.315, data_time: 1.179, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8961, loss_cls: 1.0339, loss: 1.0339, grad_norm: 6.8406 2021-02-07 08:19:07,198 - mmaction - INFO - Epoch [83][1200/3757] lr: 1.000e-04, eta: 17:48:18, time: 1.941, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8992, loss_cls: 1.0567, loss: 1.0567, grad_norm: 7.0287 2021-02-07 08:19:55,801 - mmaction - INFO - Epoch [83][1220/3757] lr: 1.000e-04, eta: 17:48:08, time: 2.430, data_time: 0.523, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9062, loss_cls: 1.0007, loss: 1.0007, grad_norm: 6.7804 2021-02-07 08:20:24,610 - mmaction - INFO - Epoch [83][1240/3757] lr: 1.000e-04, eta: 17:47:51, time: 1.439, data_time: 0.999, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8867, loss_cls: 1.1011, loss: 1.1011, grad_norm: 6.9832 2021-02-07 08:21:26,529 - mmaction - INFO - Epoch [83][1260/3757] lr: 1.000e-04, eta: 17:47:44, time: 3.097, data_time: 2.648, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9086, loss_cls: 0.9923, loss: 0.9923, grad_norm: 6.7905 2021-02-07 08:22:26,059 - mmaction - INFO - Epoch [83][1280/3757] lr: 1.000e-04, eta: 17:47:37, time: 2.976, data_time: 1.961, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9109, loss_cls: 1.0223, loss: 1.0223, grad_norm: 6.7594 2021-02-07 08:22:34,829 - mmaction - INFO - Epoch [83][1300/3757] lr: 1.000e-04, eta: 17:47:14, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9000, loss_cls: 1.0273, loss: 1.0273, grad_norm: 6.9564 2021-02-07 08:23:11,504 - mmaction - INFO - Epoch [83][1320/3757] lr: 1.000e-04, eta: 17:47:00, time: 1.834, data_time: 0.986, memory: 7141, top1_acc: 0.7320, top5_acc: 0.9008, loss_cls: 1.0448, loss: 1.0448, grad_norm: 6.8685 2021-02-07 08:23:51,028 - mmaction - INFO - Epoch [83][1340/3757] lr: 1.000e-04, eta: 17:46:47, time: 1.976, data_time: 0.179, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8891, loss_cls: 1.0871, loss: 1.0871, grad_norm: 6.9227 2021-02-07 08:24:30,367 - mmaction - INFO - Epoch [83][1360/3757] lr: 1.000e-04, eta: 17:46:33, time: 1.967, data_time: 1.130, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9023, loss_cls: 1.0269, loss: 1.0269, grad_norm: 6.9137 2021-02-07 08:24:39,143 - mmaction - INFO - Epoch [83][1380/3757] lr: 1.000e-04, eta: 17:46:11, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9039, loss_cls: 1.0303, loss: 1.0303, grad_norm: 6.8188 2021-02-07 08:24:47,929 - mmaction - INFO - Epoch [83][1400/3757] lr: 1.000e-04, eta: 17:45:48, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8883, loss_cls: 1.0895, loss: 1.0895, grad_norm: 6.9998 2021-02-07 08:25:20,064 - mmaction - INFO - Epoch [83][1420/3757] lr: 1.000e-04, eta: 17:45:33, time: 1.607, data_time: 1.166, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9000, loss_cls: 1.0278, loss: 1.0278, grad_norm: 6.6199 2021-02-07 08:25:28,793 - mmaction - INFO - Epoch [83][1440/3757] lr: 1.000e-04, eta: 17:45:10, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8992, loss_cls: 1.0493, loss: 1.0493, grad_norm: 7.0892 2021-02-07 08:25:54,356 - mmaction - INFO - Epoch [83][1460/3757] lr: 1.000e-04, eta: 17:44:53, time: 1.279, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8922, loss_cls: 1.1015, loss: 1.1015, grad_norm: 7.1100 2021-02-07 08:26:03,834 - mmaction - INFO - Epoch [83][1480/3757] lr: 1.000e-04, eta: 17:44:31, time: 0.474, data_time: 0.000, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9070, loss_cls: 0.9880, loss: 0.9880, grad_norm: 6.7776 2021-02-07 08:26:12,624 - mmaction - INFO - Epoch [83][1500/3757] lr: 1.000e-04, eta: 17:44:08, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9117, loss_cls: 1.0203, loss: 1.0203, grad_norm: 6.9086 2021-02-07 08:26:21,412 - mmaction - INFO - Epoch [83][1520/3757] lr: 1.000e-04, eta: 17:43:46, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8898, loss_cls: 1.0816, loss: 1.0816, grad_norm: 6.9295 2021-02-07 08:26:50,522 - mmaction - INFO - Epoch [83][1540/3757] lr: 1.000e-04, eta: 17:43:30, time: 1.455, data_time: 1.013, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9000, loss_cls: 1.0676, loss: 1.0676, grad_norm: 7.0585 2021-02-07 08:26:59,292 - mmaction - INFO - Epoch [83][1560/3757] lr: 1.000e-04, eta: 17:43:07, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8875, loss_cls: 1.1264, loss: 1.1264, grad_norm: 6.9301 2021-02-07 08:27:08,038 - mmaction - INFO - Epoch [83][1580/3757] lr: 1.000e-04, eta: 17:42:45, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0526, loss: 1.0526, grad_norm: 6.8203 2021-02-07 08:27:16,831 - mmaction - INFO - Epoch [83][1600/3757] lr: 1.000e-04, eta: 17:42:22, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8906, loss_cls: 1.0841, loss: 1.0841, grad_norm: 6.9695 2021-02-07 08:27:25,597 - mmaction - INFO - Epoch [83][1620/3757] lr: 1.000e-04, eta: 17:42:00, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8773, loss_cls: 1.1142, loss: 1.1142, grad_norm: 7.0452 2021-02-07 08:27:34,407 - mmaction - INFO - Epoch [83][1640/3757] lr: 1.000e-04, eta: 17:41:38, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7609, top5_acc: 0.9016, loss_cls: 1.0025, loss: 1.0025, grad_norm: 6.6458 2021-02-07 08:27:43,221 - mmaction - INFO - Epoch [83][1660/3757] lr: 1.000e-04, eta: 17:41:15, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8867, loss_cls: 1.1249, loss: 1.1249, grad_norm: 6.7658 2021-02-07 08:27:52,033 - mmaction - INFO - Epoch [83][1680/3757] lr: 1.000e-04, eta: 17:40:53, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9062, loss_cls: 1.0383, loss: 1.0383, grad_norm: 6.8575 2021-02-07 08:28:00,833 - mmaction - INFO - Epoch [83][1700/3757] lr: 1.000e-04, eta: 17:40:31, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9016, loss_cls: 0.9986, loss: 0.9986, grad_norm: 6.8402 2021-02-07 08:28:09,639 - mmaction - INFO - Epoch [83][1720/3757] lr: 1.000e-04, eta: 17:40:08, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8961, loss_cls: 1.0589, loss: 1.0589, grad_norm: 6.9841 2021-02-07 08:28:29,657 - mmaction - INFO - Epoch [83][1740/3757] lr: 1.000e-04, eta: 17:39:49, time: 1.001, data_time: 0.556, memory: 7141, top1_acc: 0.7484, top5_acc: 0.8961, loss_cls: 1.0082, loss: 1.0082, grad_norm: 6.7746 2021-02-07 08:28:38,455 - mmaction - INFO - Epoch [83][1760/3757] lr: 1.000e-04, eta: 17:39:27, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8945, loss_cls: 1.0695, loss: 1.0695, grad_norm: 7.0388 2021-02-07 08:29:08,207 - mmaction - INFO - Epoch [83][1780/3757] lr: 1.000e-04, eta: 17:39:11, time: 1.488, data_time: 0.001, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9008, loss_cls: 0.9709, loss: 0.9709, grad_norm: 6.6767 2021-02-07 08:29:17,004 - mmaction - INFO - Epoch [83][1800/3757] lr: 1.000e-04, eta: 17:38:48, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8898, loss_cls: 1.0465, loss: 1.0465, grad_norm: 6.6630 2021-02-07 08:29:25,765 - mmaction - INFO - Epoch [83][1820/3757] lr: 1.000e-04, eta: 17:38:26, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7578, top5_acc: 0.9062, loss_cls: 0.9642, loss: 0.9642, grad_norm: 6.4922 2021-02-07 08:29:34,511 - mmaction - INFO - Epoch [83][1840/3757] lr: 1.000e-04, eta: 17:38:03, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7680, top5_acc: 0.9062, loss_cls: 0.9544, loss: 0.9544, grad_norm: 6.5252 2021-02-07 08:29:43,262 - mmaction - INFO - Epoch [83][1860/3757] lr: 1.000e-04, eta: 17:37:41, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8938, loss_cls: 1.0428, loss: 1.0428, grad_norm: 6.9340 2021-02-07 08:29:52,086 - mmaction - INFO - Epoch [83][1880/3757] lr: 1.000e-04, eta: 17:37:19, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9109, loss_cls: 1.0145, loss: 1.0145, grad_norm: 6.8372 2021-02-07 08:30:00,877 - mmaction - INFO - Epoch [83][1900/3757] lr: 1.000e-04, eta: 17:36:56, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8914, loss_cls: 1.0584, loss: 1.0584, grad_norm: 7.0420 2021-02-07 08:30:09,687 - mmaction - INFO - Epoch [83][1920/3757] lr: 1.000e-04, eta: 17:36:34, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9000, loss_cls: 1.0369, loss: 1.0369, grad_norm: 6.6844 2021-02-07 08:30:18,491 - mmaction - INFO - Epoch [83][1940/3757] lr: 1.000e-04, eta: 17:36:12, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8930, loss_cls: 1.0988, loss: 1.0988, grad_norm: 7.0857 2021-02-07 08:30:27,278 - mmaction - INFO - Epoch [83][1960/3757] lr: 1.000e-04, eta: 17:35:49, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8953, loss_cls: 1.0222, loss: 1.0222, grad_norm: 6.8852 2021-02-07 08:30:36,114 - mmaction - INFO - Epoch [83][1980/3757] lr: 1.000e-04, eta: 17:35:27, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9016, loss_cls: 1.0458, loss: 1.0458, grad_norm: 6.8341 2021-02-07 08:30:44,954 - mmaction - INFO - Epoch [83][2000/3757] lr: 1.000e-04, eta: 17:35:05, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9078, loss_cls: 1.0264, loss: 1.0264, grad_norm: 6.8381 2021-02-07 08:30:53,777 - mmaction - INFO - Epoch [83][2020/3757] lr: 1.000e-04, eta: 17:34:43, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9039, loss_cls: 1.0442, loss: 1.0442, grad_norm: 7.0586 2021-02-07 08:31:02,596 - mmaction - INFO - Epoch [83][2040/3757] lr: 1.000e-04, eta: 17:34:20, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8883, loss_cls: 1.0810, loss: 1.0810, grad_norm: 6.9831 2021-02-07 08:31:32,149 - mmaction - INFO - Epoch [83][2060/3757] lr: 1.000e-04, eta: 17:34:04, time: 1.478, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.9070, loss_cls: 1.0331, loss: 1.0331, grad_norm: 7.0185 2021-02-07 08:31:40,921 - mmaction - INFO - Epoch [83][2080/3757] lr: 1.000e-04, eta: 17:33:42, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8922, loss_cls: 1.0874, loss: 1.0874, grad_norm: 6.9196 2021-02-07 08:31:49,686 - mmaction - INFO - Epoch [83][2100/3757] lr: 1.000e-04, eta: 17:33:19, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8898, loss_cls: 1.0663, loss: 1.0663, grad_norm: 6.8902 2021-02-07 08:31:58,517 - mmaction - INFO - Epoch [83][2120/3757] lr: 1.000e-04, eta: 17:32:57, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9109, loss_cls: 0.9734, loss: 0.9734, grad_norm: 6.7979 2021-02-07 08:32:07,332 - mmaction - INFO - Epoch [83][2140/3757] lr: 1.000e-04, eta: 17:32:35, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9070, loss_cls: 1.0251, loss: 1.0251, grad_norm: 6.7544 2021-02-07 08:32:16,172 - mmaction - INFO - Epoch [83][2160/3757] lr: 1.000e-04, eta: 17:32:12, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8992, loss_cls: 1.0738, loss: 1.0738, grad_norm: 6.9807 2021-02-07 08:32:25,017 - mmaction - INFO - Epoch [83][2180/3757] lr: 1.000e-04, eta: 17:31:50, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1904, loss: 1.1904, grad_norm: 7.3939 2021-02-07 08:32:33,850 - mmaction - INFO - Epoch [83][2200/3757] lr: 1.000e-04, eta: 17:31:28, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8914, loss_cls: 1.1084, loss: 1.1084, grad_norm: 6.9869 2021-02-07 08:32:46,067 - mmaction - INFO - Epoch [83][2220/3757] lr: 1.000e-04, eta: 17:31:06, time: 0.611, data_time: 0.001, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1501, loss: 1.1501, grad_norm: 7.0435 2021-02-07 08:32:54,869 - mmaction - INFO - Epoch [83][2240/3757] lr: 1.000e-04, eta: 17:30:44, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9000, loss_cls: 1.0499, loss: 1.0499, grad_norm: 7.0252 2021-02-07 08:33:03,716 - mmaction - INFO - Epoch [83][2260/3757] lr: 1.000e-04, eta: 17:30:22, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8898, loss_cls: 1.0734, loss: 1.0734, grad_norm: 6.8412 2021-02-07 08:33:12,556 - mmaction - INFO - Epoch [83][2280/3757] lr: 1.000e-04, eta: 17:30:00, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.8922, loss_cls: 1.0389, loss: 1.0389, grad_norm: 6.6862 2021-02-07 08:33:21,402 - mmaction - INFO - Epoch [83][2300/3757] lr: 1.000e-04, eta: 17:29:37, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9102, loss_cls: 1.0051, loss: 1.0051, grad_norm: 6.6735 2021-02-07 08:33:30,237 - mmaction - INFO - Epoch [83][2320/3757] lr: 1.000e-04, eta: 17:29:15, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 1.0014, loss: 1.0014, grad_norm: 6.8545 2021-02-07 08:33:39,113 - mmaction - INFO - Epoch [83][2340/3757] lr: 1.000e-04, eta: 17:28:53, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9000, loss_cls: 1.0509, loss: 1.0509, grad_norm: 6.8290 2021-02-07 08:33:47,997 - mmaction - INFO - Epoch [83][2360/3757] lr: 1.000e-04, eta: 17:28:30, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8984, loss_cls: 1.0997, loss: 1.0997, grad_norm: 7.0885 2021-02-07 08:33:56,854 - mmaction - INFO - Epoch [83][2380/3757] lr: 1.000e-04, eta: 17:28:08, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9000, loss_cls: 1.0238, loss: 1.0238, grad_norm: 6.7558 2021-02-07 08:34:05,697 - mmaction - INFO - Epoch [83][2400/3757] lr: 1.000e-04, eta: 17:27:46, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9008, loss_cls: 1.0218, loss: 1.0218, grad_norm: 6.7195 2021-02-07 08:34:14,544 - mmaction - INFO - Epoch [83][2420/3757] lr: 1.000e-04, eta: 17:27:24, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8969, loss_cls: 1.0727, loss: 1.0727, grad_norm: 6.9180 2021-02-07 08:34:23,358 - mmaction - INFO - Epoch [83][2440/3757] lr: 1.000e-04, eta: 17:27:01, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7656, top5_acc: 0.9086, loss_cls: 0.9705, loss: 0.9705, grad_norm: 6.7667 2021-02-07 08:34:32,171 - mmaction - INFO - Epoch [83][2460/3757] lr: 1.000e-04, eta: 17:26:39, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8953, loss_cls: 1.0746, loss: 1.0746, grad_norm: 7.0094 2021-02-07 08:34:41,085 - mmaction - INFO - Epoch [83][2480/3757] lr: 1.000e-04, eta: 17:26:17, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8992, loss_cls: 1.0124, loss: 1.0124, grad_norm: 6.6964 2021-02-07 08:34:49,937 - mmaction - INFO - Epoch [83][2500/3757] lr: 1.000e-04, eta: 17:25:55, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9047, loss_cls: 1.0197, loss: 1.0197, grad_norm: 6.8154 2021-02-07 08:34:58,746 - mmaction - INFO - Epoch [83][2520/3757] lr: 1.000e-04, eta: 17:25:32, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8938, loss_cls: 1.1039, loss: 1.1039, grad_norm: 6.9511 2021-02-07 08:35:07,623 - mmaction - INFO - Epoch [83][2540/3757] lr: 1.000e-04, eta: 17:25:10, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8914, loss_cls: 1.0917, loss: 1.0917, grad_norm: 6.8186 2021-02-07 08:35:35,832 - mmaction - INFO - Epoch [83][2560/3757] lr: 1.000e-04, eta: 17:24:53, time: 1.411, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.9070, loss_cls: 1.0164, loss: 1.0164, grad_norm: 6.9068 2021-02-07 08:35:44,577 - mmaction - INFO - Epoch [83][2580/3757] lr: 1.000e-04, eta: 17:24:31, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.9039, loss_cls: 1.0436, loss: 1.0436, grad_norm: 6.9517 2021-02-07 08:35:53,362 - mmaction - INFO - Epoch [83][2600/3757] lr: 1.000e-04, eta: 17:24:09, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1188, loss: 1.1188, grad_norm: 7.2432 2021-02-07 08:36:02,225 - mmaction - INFO - Epoch [83][2620/3757] lr: 1.000e-04, eta: 17:23:47, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.8969, loss_cls: 1.0693, loss: 1.0693, grad_norm: 7.0624 2021-02-07 08:36:11,044 - mmaction - INFO - Epoch [83][2640/3757] lr: 1.000e-04, eta: 17:23:24, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8969, loss_cls: 1.0733, loss: 1.0733, grad_norm: 6.9103 2021-02-07 08:36:19,830 - mmaction - INFO - Epoch [83][2660/3757] lr: 1.000e-04, eta: 17:23:02, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8883, loss_cls: 1.1229, loss: 1.1229, grad_norm: 7.1422 2021-02-07 08:36:28,628 - mmaction - INFO - Epoch [83][2680/3757] lr: 1.000e-04, eta: 17:22:40, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7602, top5_acc: 0.9031, loss_cls: 0.9730, loss: 0.9730, grad_norm: 6.6586 2021-02-07 08:36:37,533 - mmaction - INFO - Epoch [83][2700/3757] lr: 1.000e-04, eta: 17:22:18, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8797, loss_cls: 1.1513, loss: 1.1513, grad_norm: 6.9691 2021-02-07 08:36:50,339 - mmaction - INFO - Epoch [83][2720/3757] lr: 1.000e-04, eta: 17:21:57, time: 0.641, data_time: 0.049, memory: 7141, top1_acc: 0.7648, top5_acc: 0.9039, loss_cls: 1.0189, loss: 1.0189, grad_norm: 6.7071 2021-02-07 08:36:59,130 - mmaction - INFO - Epoch [83][2740/3757] lr: 1.000e-04, eta: 17:21:34, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9047, loss_cls: 1.0356, loss: 1.0356, grad_norm: 6.9431 2021-02-07 08:37:07,935 - mmaction - INFO - Epoch [83][2760/3757] lr: 1.000e-04, eta: 17:21:12, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8984, loss_cls: 0.9848, loss: 0.9848, grad_norm: 6.4984 2021-02-07 08:37:16,772 - mmaction - INFO - Epoch [83][2780/3757] lr: 1.000e-04, eta: 17:20:50, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8711, loss_cls: 1.1150, loss: 1.1150, grad_norm: 6.8000 2021-02-07 08:37:25,631 - mmaction - INFO - Epoch [83][2800/3757] lr: 1.000e-04, eta: 17:20:28, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8953, loss_cls: 1.0469, loss: 1.0469, grad_norm: 6.7646 2021-02-07 08:37:34,468 - mmaction - INFO - Epoch [83][2820/3757] lr: 1.000e-04, eta: 17:20:06, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8875, loss_cls: 1.0999, loss: 1.0999, grad_norm: 6.8852 2021-02-07 08:38:09,768 - mmaction - INFO - Epoch [83][2840/3757] lr: 1.000e-04, eta: 17:19:51, time: 1.765, data_time: 0.402, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9109, loss_cls: 0.9977, loss: 0.9977, grad_norm: 6.9084 2021-02-07 08:38:18,529 - mmaction - INFO - Epoch [83][2860/3757] lr: 1.000e-04, eta: 17:19:29, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8992, loss_cls: 1.0160, loss: 1.0160, grad_norm: 6.7654 2021-02-07 08:38:27,265 - mmaction - INFO - Epoch [83][2880/3757] lr: 1.000e-04, eta: 17:19:06, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9055, loss_cls: 1.0099, loss: 1.0099, grad_norm: 6.5874 2021-02-07 08:38:36,074 - mmaction - INFO - Epoch [83][2900/3757] lr: 1.000e-04, eta: 17:18:44, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.9070, loss_cls: 1.0364, loss: 1.0364, grad_norm: 6.9052 2021-02-07 08:38:49,917 - mmaction - INFO - Epoch [83][2920/3757] lr: 1.000e-04, eta: 17:18:23, time: 0.693, data_time: 0.010, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8766, loss_cls: 1.1429, loss: 1.1429, grad_norm: 6.9957 2021-02-07 08:38:58,720 - mmaction - INFO - Epoch [83][2940/3757] lr: 1.000e-04, eta: 17:18:01, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9094, loss_cls: 0.9812, loss: 0.9812, grad_norm: 6.6421 2021-02-07 08:39:07,498 - mmaction - INFO - Epoch [83][2960/3757] lr: 1.000e-04, eta: 17:17:39, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8984, loss_cls: 1.0610, loss: 1.0610, grad_norm: 6.8702 2021-02-07 08:39:16,270 - mmaction - INFO - Epoch [83][2980/3757] lr: 1.000e-04, eta: 17:17:17, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7648, top5_acc: 0.9008, loss_cls: 0.9846, loss: 0.9846, grad_norm: 6.6031 2021-02-07 08:39:25,066 - mmaction - INFO - Epoch [83][3000/3757] lr: 1.000e-04, eta: 17:16:54, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9070, loss_cls: 1.0071, loss: 1.0071, grad_norm: 6.7485 2021-02-07 08:39:33,846 - mmaction - INFO - Epoch [83][3020/3757] lr: 1.000e-04, eta: 17:16:32, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7594, top5_acc: 0.9031, loss_cls: 0.9919, loss: 0.9919, grad_norm: 6.4582 2021-02-07 08:39:42,603 - mmaction - INFO - Epoch [83][3040/3757] lr: 1.000e-04, eta: 17:16:10, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1464, loss: 1.1464, grad_norm: 7.1474 2021-02-07 08:39:51,407 - mmaction - INFO - Epoch [83][3060/3757] lr: 1.000e-04, eta: 17:15:48, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0404, loss: 1.0404, grad_norm: 6.8981 2021-02-07 08:40:16,766 - mmaction - INFO - Epoch [83][3080/3757] lr: 1.000e-04, eta: 17:15:30, time: 1.269, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9016, loss_cls: 1.0344, loss: 1.0344, grad_norm: 6.7779 2021-02-07 08:40:25,540 - mmaction - INFO - Epoch [83][3100/3757] lr: 1.000e-04, eta: 17:15:08, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.9109, loss_cls: 1.0237, loss: 1.0237, grad_norm: 6.8659 2021-02-07 08:40:34,365 - mmaction - INFO - Epoch [83][3120/3757] lr: 1.000e-04, eta: 17:14:46, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9016, loss_cls: 1.0239, loss: 1.0239, grad_norm: 6.8409 2021-02-07 08:40:44,089 - mmaction - INFO - Epoch [83][3140/3757] lr: 1.000e-04, eta: 17:14:24, time: 0.486, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9055, loss_cls: 1.0018, loss: 1.0018, grad_norm: 6.5628 2021-02-07 08:40:53,459 - mmaction - INFO - Epoch [83][3160/3757] lr: 1.000e-04, eta: 17:14:02, time: 0.468, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8930, loss_cls: 1.0473, loss: 1.0473, grad_norm: 6.7273 2021-02-07 08:41:02,354 - mmaction - INFO - Epoch [83][3180/3757] lr: 1.000e-04, eta: 17:13:40, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8891, loss_cls: 1.0989, loss: 1.0989, grad_norm: 7.0341 2021-02-07 08:41:15,504 - mmaction - INFO - Epoch [83][3200/3757] lr: 1.000e-04, eta: 17:13:19, time: 0.658, data_time: 0.031, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8984, loss_cls: 1.0464, loss: 1.0464, grad_norm: 6.8024 2021-02-07 08:41:24,275 - mmaction - INFO - Epoch [83][3220/3757] lr: 1.000e-04, eta: 17:12:57, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9000, loss_cls: 1.0396, loss: 1.0396, grad_norm: 6.8960 2021-02-07 08:41:46,976 - mmaction - INFO - Epoch [83][3240/3757] lr: 1.000e-04, eta: 17:12:38, time: 1.135, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8992, loss_cls: 1.0119, loss: 1.0119, grad_norm: 6.9525 2021-02-07 08:41:55,754 - mmaction - INFO - Epoch [83][3260/3757] lr: 1.000e-04, eta: 17:12:16, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.0927, loss: 1.0927, grad_norm: 7.0482 2021-02-07 08:42:04,497 - mmaction - INFO - Epoch [83][3280/3757] lr: 1.000e-04, eta: 17:11:54, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8938, loss_cls: 1.0797, loss: 1.0797, grad_norm: 6.9219 2021-02-07 08:42:13,304 - mmaction - INFO - Epoch [83][3300/3757] lr: 1.000e-04, eta: 17:11:32, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9133, loss_cls: 0.9851, loss: 0.9851, grad_norm: 6.6419 2021-02-07 08:42:22,141 - mmaction - INFO - Epoch [83][3320/3757] lr: 1.000e-04, eta: 17:11:10, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8844, loss_cls: 1.1090, loss: 1.1090, grad_norm: 7.2145 2021-02-07 08:42:39,734 - mmaction - INFO - Epoch [83][3340/3757] lr: 1.000e-04, eta: 17:10:50, time: 0.880, data_time: 0.001, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9062, loss_cls: 0.9893, loss: 0.9893, grad_norm: 6.6633 2021-02-07 08:42:48,560 - mmaction - INFO - Epoch [83][3360/3757] lr: 1.000e-04, eta: 17:10:28, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7562, top5_acc: 0.9070, loss_cls: 0.9931, loss: 0.9931, grad_norm: 6.7951 2021-02-07 08:42:57,360 - mmaction - INFO - Epoch [83][3380/3757] lr: 1.000e-04, eta: 17:10:05, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9008, loss_cls: 1.0128, loss: 1.0128, grad_norm: 6.8512 2021-02-07 08:43:06,158 - mmaction - INFO - Epoch [83][3400/3757] lr: 1.000e-04, eta: 17:09:43, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9000, loss_cls: 1.0356, loss: 1.0356, grad_norm: 6.8516 2021-02-07 08:43:14,984 - mmaction - INFO - Epoch [83][3420/3757] lr: 1.000e-04, eta: 17:09:21, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7656, top5_acc: 0.9023, loss_cls: 1.0058, loss: 1.0058, grad_norm: 6.7210 2021-02-07 08:43:23,806 - mmaction - INFO - Epoch [83][3440/3757] lr: 1.000e-04, eta: 17:08:59, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8930, loss_cls: 1.0570, loss: 1.0570, grad_norm: 6.8465 2021-02-07 08:43:32,587 - mmaction - INFO - Epoch [83][3460/3757] lr: 1.000e-04, eta: 17:08:37, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9062, loss_cls: 1.0085, loss: 1.0085, grad_norm: 6.7230 2021-02-07 08:43:41,426 - mmaction - INFO - Epoch [83][3480/3757] lr: 1.000e-04, eta: 17:08:15, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8945, loss_cls: 1.0779, loss: 1.0779, grad_norm: 6.9517 2021-02-07 08:43:50,283 - mmaction - INFO - Epoch [83][3500/3757] lr: 1.000e-04, eta: 17:07:53, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1008, loss: 1.1008, grad_norm: 6.8719 2021-02-07 08:43:59,129 - mmaction - INFO - Epoch [83][3520/3757] lr: 1.000e-04, eta: 17:07:30, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8984, loss_cls: 1.0722, loss: 1.0722, grad_norm: 6.8523 2021-02-07 08:44:08,026 - mmaction - INFO - Epoch [83][3540/3757] lr: 1.000e-04, eta: 17:07:08, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7648, top5_acc: 0.9125, loss_cls: 0.9791, loss: 0.9791, grad_norm: 6.7095 2021-02-07 08:44:16,823 - mmaction - INFO - Epoch [83][3560/3757] lr: 1.000e-04, eta: 17:06:46, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7539, top5_acc: 0.8977, loss_cls: 1.0228, loss: 1.0228, grad_norm: 6.8533 2021-02-07 08:44:25,706 - mmaction - INFO - Epoch [83][3580/3757] lr: 1.000e-04, eta: 17:06:24, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8984, loss_cls: 1.0507, loss: 1.0507, grad_norm: 6.8860 2021-02-07 08:44:34,537 - mmaction - INFO - Epoch [83][3600/3757] lr: 1.000e-04, eta: 17:06:02, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.8875, loss_cls: 1.0566, loss: 1.0566, grad_norm: 6.6927 2021-02-07 08:44:43,436 - mmaction - INFO - Epoch [83][3620/3757] lr: 1.000e-04, eta: 17:05:40, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7578, top5_acc: 0.9156, loss_cls: 0.9518, loss: 0.9518, grad_norm: 6.5308 2021-02-07 08:44:52,259 - mmaction - INFO - Epoch [83][3640/3757] lr: 1.000e-04, eta: 17:05:18, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9055, loss_cls: 1.0345, loss: 1.0345, grad_norm: 7.1015 2021-02-07 08:45:24,934 - mmaction - INFO - Epoch [83][3660/3757] lr: 1.000e-04, eta: 17:05:02, time: 1.633, data_time: 1.183, memory: 7141, top1_acc: 0.7688, top5_acc: 0.9086, loss_cls: 0.9851, loss: 0.9851, grad_norm: 6.6750 2021-02-07 08:45:33,692 - mmaction - INFO - Epoch [83][3680/3757] lr: 1.000e-04, eta: 17:04:40, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8984, loss_cls: 1.0728, loss: 1.0728, grad_norm: 7.0533 2021-02-07 08:45:42,446 - mmaction - INFO - Epoch [83][3700/3757] lr: 1.000e-04, eta: 17:04:18, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7555, top5_acc: 0.8992, loss_cls: 0.9883, loss: 0.9883, grad_norm: 6.8297 2021-02-07 08:45:51,225 - mmaction - INFO - Epoch [83][3720/3757] lr: 1.000e-04, eta: 17:03:56, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8945, loss_cls: 1.0752, loss: 1.0752, grad_norm: 6.8952 2021-02-07 08:46:27,385 - mmaction - INFO - Epoch [83][3740/3757] lr: 1.000e-04, eta: 17:03:41, time: 1.808, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9016, loss_cls: 1.0451, loss: 1.0451, grad_norm: 6.6399 2021-02-07 08:46:35,400 - mmaction - INFO - Saving checkpoint at 83 epochs 2021-02-07 08:47:00,552 - mmaction - INFO - Epoch [84][20/3757] lr: 1.000e-04, eta: 17:03:02, time: 1.225, data_time: 0.774, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9023, loss_cls: 1.0049, loss: 1.0049, grad_norm: 6.7274 2021-02-07 08:47:09,290 - mmaction - INFO - Epoch [84][40/3757] lr: 1.000e-04, eta: 17:02:40, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.8961, loss_cls: 1.0331, loss: 1.0331, grad_norm: 6.7640 2021-02-07 08:47:18,057 - mmaction - INFO - Epoch [84][60/3757] lr: 1.000e-04, eta: 17:02:18, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8977, loss_cls: 1.0794, loss: 1.0794, grad_norm: 6.9175 2021-02-07 08:47:26,842 - mmaction - INFO - Epoch [84][80/3757] lr: 1.000e-04, eta: 17:01:56, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8945, loss_cls: 1.0794, loss: 1.0794, grad_norm: 6.9311 2021-02-07 08:47:35,674 - mmaction - INFO - Epoch [84][100/3757] lr: 1.000e-04, eta: 17:01:34, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9055, loss_cls: 1.0256, loss: 1.0256, grad_norm: 6.7482 2021-02-07 08:47:44,460 - mmaction - INFO - Epoch [84][120/3757] lr: 1.000e-04, eta: 17:01:12, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8859, loss_cls: 1.0753, loss: 1.0753, grad_norm: 6.9537 2021-02-07 08:47:53,294 - mmaction - INFO - Epoch [84][140/3757] lr: 1.000e-04, eta: 17:00:50, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9047, loss_cls: 0.9939, loss: 0.9939, grad_norm: 6.7739 2021-02-07 08:48:02,113 - mmaction - INFO - Epoch [84][160/3757] lr: 1.000e-04, eta: 17:00:28, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8969, loss_cls: 1.0451, loss: 1.0451, grad_norm: 6.8026 2021-02-07 08:48:10,937 - mmaction - INFO - Epoch [84][180/3757] lr: 1.000e-04, eta: 17:00:06, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7680, top5_acc: 0.9070, loss_cls: 0.9759, loss: 0.9759, grad_norm: 6.6978 2021-02-07 08:48:19,783 - mmaction - INFO - Epoch [84][200/3757] lr: 1.000e-04, eta: 16:59:43, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8992, loss_cls: 1.0149, loss: 1.0149, grad_norm: 6.9050 2021-02-07 08:48:28,627 - mmaction - INFO - Epoch [84][220/3757] lr: 1.000e-04, eta: 16:59:21, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.9062, loss_cls: 1.0599, loss: 1.0599, grad_norm: 7.0543 2021-02-07 08:48:37,487 - mmaction - INFO - Epoch [84][240/3757] lr: 1.000e-04, eta: 16:58:59, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9055, loss_cls: 1.0514, loss: 1.0514, grad_norm: 6.9666 2021-02-07 08:48:46,322 - mmaction - INFO - Epoch [84][260/3757] lr: 1.000e-04, eta: 16:58:37, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 1.0291, loss: 1.0291, grad_norm: 7.0224 2021-02-07 08:48:55,177 - mmaction - INFO - Epoch [84][280/3757] lr: 1.000e-04, eta: 16:58:15, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8977, loss_cls: 1.0481, loss: 1.0481, grad_norm: 6.9061 2021-02-07 08:49:03,984 - mmaction - INFO - Epoch [84][300/3757] lr: 1.000e-04, eta: 16:57:53, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8969, loss_cls: 1.0254, loss: 1.0254, grad_norm: 6.8202 2021-02-07 08:49:12,844 - mmaction - INFO - Epoch [84][320/3757] lr: 1.000e-04, eta: 16:57:31, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9008, loss_cls: 1.0662, loss: 1.0662, grad_norm: 7.0273 2021-02-07 08:49:21,666 - mmaction - INFO - Epoch [84][340/3757] lr: 1.000e-04, eta: 16:57:09, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8938, loss_cls: 1.0744, loss: 1.0744, grad_norm: 7.0161 2021-02-07 08:49:30,522 - mmaction - INFO - Epoch [84][360/3757] lr: 1.000e-04, eta: 16:56:47, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8844, loss_cls: 1.1310, loss: 1.1310, grad_norm: 7.0587 2021-02-07 08:49:39,397 - mmaction - INFO - Epoch [84][380/3757] lr: 1.000e-04, eta: 16:56:25, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9031, loss_cls: 1.0404, loss: 1.0404, grad_norm: 6.9096 2021-02-07 08:49:48,199 - mmaction - INFO - Epoch [84][400/3757] lr: 1.000e-04, eta: 16:56:03, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8898, loss_cls: 1.0668, loss: 1.0668, grad_norm: 6.8554 2021-02-07 08:49:57,053 - mmaction - INFO - Epoch [84][420/3757] lr: 1.000e-04, eta: 16:55:40, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8844, loss_cls: 1.1415, loss: 1.1415, grad_norm: 6.9955 2021-02-07 08:50:05,893 - mmaction - INFO - Epoch [84][440/3757] lr: 1.000e-04, eta: 16:55:18, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8938, loss_cls: 1.0866, loss: 1.0866, grad_norm: 7.1928 2021-02-07 08:50:14,729 - mmaction - INFO - Epoch [84][460/3757] lr: 1.000e-04, eta: 16:54:56, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8953, loss_cls: 1.0644, loss: 1.0644, grad_norm: 6.7342 2021-02-07 08:50:23,568 - mmaction - INFO - Epoch [84][480/3757] lr: 1.000e-04, eta: 16:54:34, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8758, loss_cls: 1.1243, loss: 1.1243, grad_norm: 7.0073 2021-02-07 08:50:32,449 - mmaction - INFO - Epoch [84][500/3757] lr: 1.000e-04, eta: 16:54:12, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9039, loss_cls: 1.0134, loss: 1.0134, grad_norm: 6.7925 2021-02-07 08:50:41,345 - mmaction - INFO - Epoch [84][520/3757] lr: 1.000e-04, eta: 16:53:50, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9109, loss_cls: 1.0048, loss: 1.0048, grad_norm: 6.8793 2021-02-07 08:50:50,172 - mmaction - INFO - Epoch [84][540/3757] lr: 1.000e-04, eta: 16:53:28, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9078, loss_cls: 0.9963, loss: 0.9963, grad_norm: 6.8071 2021-02-07 08:51:02,137 - mmaction - INFO - Epoch [84][560/3757] lr: 1.000e-04, eta: 16:53:07, time: 0.598, data_time: 0.006, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8914, loss_cls: 1.0897, loss: 1.0897, grad_norm: 7.1802 2021-02-07 08:51:10,966 - mmaction - INFO - Epoch [84][580/3757] lr: 1.000e-04, eta: 16:52:45, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8969, loss_cls: 1.0113, loss: 1.0113, grad_norm: 6.6978 2021-02-07 08:51:19,765 - mmaction - INFO - Epoch [84][600/3757] lr: 1.000e-04, eta: 16:52:23, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0681, loss: 1.0681, grad_norm: 6.9162 2021-02-07 08:51:39,084 - mmaction - INFO - Epoch [84][620/3757] lr: 1.000e-04, eta: 16:52:04, time: 0.966, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8898, loss_cls: 1.0964, loss: 1.0964, grad_norm: 7.0235 2021-02-07 08:51:47,877 - mmaction - INFO - Epoch [84][640/3757] lr: 1.000e-04, eta: 16:51:42, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7609, top5_acc: 0.9039, loss_cls: 1.0072, loss: 1.0072, grad_norm: 6.6371 2021-02-07 08:51:56,711 - mmaction - INFO - Epoch [84][660/3757] lr: 1.000e-04, eta: 16:51:19, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8953, loss_cls: 1.0735, loss: 1.0735, grad_norm: 6.6195 2021-02-07 08:52:05,569 - mmaction - INFO - Epoch [84][680/3757] lr: 1.000e-04, eta: 16:50:57, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9008, loss_cls: 1.0536, loss: 1.0536, grad_norm: 6.9893 2021-02-07 08:52:33,875 - mmaction - INFO - Epoch [84][700/3757] lr: 1.000e-04, eta: 16:50:41, time: 1.415, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8789, loss_cls: 1.1006, loss: 1.1006, grad_norm: 6.8447 2021-02-07 08:52:42,911 - mmaction - INFO - Epoch [84][720/3757] lr: 1.000e-04, eta: 16:50:19, time: 0.452, data_time: 0.000, memory: 7141, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1390, loss: 1.1390, grad_norm: 7.1973 2021-02-07 08:53:01,641 - mmaction - INFO - Epoch [84][740/3757] lr: 1.000e-04, eta: 16:49:59, time: 0.936, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8820, loss_cls: 1.0912, loss: 1.0912, grad_norm: 6.7599 2021-02-07 08:53:13,324 - mmaction - INFO - Epoch [84][760/3757] lr: 1.000e-04, eta: 16:49:38, time: 0.584, data_time: 0.105, memory: 7141, top1_acc: 0.7297, top5_acc: 0.9000, loss_cls: 1.0529, loss: 1.0529, grad_norm: 6.7725 2021-02-07 08:53:22,107 - mmaction - INFO - Epoch [84][780/3757] lr: 1.000e-04, eta: 16:49:16, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8914, loss_cls: 1.0620, loss: 1.0620, grad_norm: 6.7301 2021-02-07 08:53:47,380 - mmaction - INFO - Epoch [84][800/3757] lr: 1.000e-04, eta: 16:48:59, time: 1.264, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8852, loss_cls: 1.0969, loss: 1.0969, grad_norm: 6.7742 2021-02-07 08:53:56,128 - mmaction - INFO - Epoch [84][820/3757] lr: 1.000e-04, eta: 16:48:36, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8875, loss_cls: 1.1230, loss: 1.1230, grad_norm: 7.1052 2021-02-07 08:54:04,875 - mmaction - INFO - Epoch [84][840/3757] lr: 1.000e-04, eta: 16:48:14, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8969, loss_cls: 1.1122, loss: 1.1122, grad_norm: 6.9861 2021-02-07 08:54:13,759 - mmaction - INFO - Epoch [84][860/3757] lr: 1.000e-04, eta: 16:47:52, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9000, loss_cls: 1.0160, loss: 1.0160, grad_norm: 6.5430 2021-02-07 08:54:22,573 - mmaction - INFO - Epoch [84][880/3757] lr: 1.000e-04, eta: 16:47:30, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8891, loss_cls: 1.0614, loss: 1.0614, grad_norm: 6.7740 2021-02-07 08:54:31,372 - mmaction - INFO - Epoch [84][900/3757] lr: 1.000e-04, eta: 16:47:08, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0393, loss: 1.0393, grad_norm: 6.8947 2021-02-07 08:54:40,219 - mmaction - INFO - Epoch [84][920/3757] lr: 1.000e-04, eta: 16:46:46, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.9141, loss_cls: 1.0033, loss: 1.0033, grad_norm: 7.0244 2021-02-07 08:54:49,062 - mmaction - INFO - Epoch [84][940/3757] lr: 1.000e-04, eta: 16:46:24, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8914, loss_cls: 1.0457, loss: 1.0457, grad_norm: 6.9060 2021-02-07 08:54:57,908 - mmaction - INFO - Epoch [84][960/3757] lr: 1.000e-04, eta: 16:46:02, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8977, loss_cls: 1.0512, loss: 1.0512, grad_norm: 6.9495 2021-02-07 08:55:06,820 - mmaction - INFO - Epoch [84][980/3757] lr: 1.000e-04, eta: 16:45:40, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8906, loss_cls: 1.0502, loss: 1.0502, grad_norm: 6.6849 2021-02-07 08:55:15,620 - mmaction - INFO - Epoch [84][1000/3757] lr: 1.000e-04, eta: 16:45:18, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8961, loss_cls: 1.0538, loss: 1.0538, grad_norm: 6.5328 2021-02-07 08:55:24,415 - mmaction - INFO - Epoch [84][1020/3757] lr: 1.000e-04, eta: 16:44:56, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8984, loss_cls: 1.0670, loss: 1.0670, grad_norm: 6.9935 2021-02-07 08:55:33,230 - mmaction - INFO - Epoch [84][1040/3757] lr: 1.000e-04, eta: 16:44:34, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8914, loss_cls: 1.0368, loss: 1.0368, grad_norm: 6.9110 2021-02-07 08:55:54,824 - mmaction - INFO - Epoch [84][1060/3757] lr: 1.000e-04, eta: 16:44:16, time: 1.080, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8977, loss_cls: 1.0894, loss: 1.0894, grad_norm: 7.0605 2021-02-07 08:56:03,603 - mmaction - INFO - Epoch [84][1080/3757] lr: 1.000e-04, eta: 16:43:54, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7617, top5_acc: 0.9070, loss_cls: 0.9719, loss: 0.9719, grad_norm: 6.5783 2021-02-07 08:56:12,416 - mmaction - INFO - Epoch [84][1100/3757] lr: 1.000e-04, eta: 16:43:32, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8844, loss_cls: 1.1071, loss: 1.1071, grad_norm: 7.0513 2021-02-07 08:56:21,217 - mmaction - INFO - Epoch [84][1120/3757] lr: 1.000e-04, eta: 16:43:10, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8766, loss_cls: 1.1313, loss: 1.1313, grad_norm: 6.9244 2021-02-07 08:56:30,099 - mmaction - INFO - Epoch [84][1140/3757] lr: 1.000e-04, eta: 16:42:48, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8969, loss_cls: 1.0545, loss: 1.0545, grad_norm: 6.9482 2021-02-07 08:56:39,555 - mmaction - INFO - Epoch [84][1160/3757] lr: 1.000e-04, eta: 16:42:26, time: 0.473, data_time: 0.001, memory: 7141, top1_acc: 0.7516, top5_acc: 0.8945, loss_cls: 1.0635, loss: 1.0635, grad_norm: 6.6899 2021-02-07 08:56:52,373 - mmaction - INFO - Epoch [84][1180/3757] lr: 1.000e-04, eta: 16:42:05, time: 0.641, data_time: 0.001, memory: 7141, top1_acc: 0.7578, top5_acc: 0.9039, loss_cls: 1.0087, loss: 1.0087, grad_norm: 6.7647 2021-02-07 08:57:40,072 - mmaction - INFO - Epoch [84][1200/3757] lr: 1.000e-04, eta: 16:41:53, time: 2.385, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9039, loss_cls: 0.9827, loss: 0.9827, grad_norm: 6.8239 2021-02-07 08:57:59,421 - mmaction - INFO - Epoch [84][1220/3757] lr: 1.000e-04, eta: 16:41:34, time: 0.968, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.9031, loss_cls: 1.0213, loss: 1.0213, grad_norm: 6.9669 2021-02-07 08:58:47,384 - mmaction - INFO - Epoch [84][1240/3757] lr: 1.000e-04, eta: 16:41:23, time: 2.398, data_time: 1.952, memory: 7141, top1_acc: 0.7227, top5_acc: 0.9000, loss_cls: 1.0662, loss: 1.0662, grad_norm: 6.9527 2021-02-07 08:59:15,983 - mmaction - INFO - Epoch [84][1260/3757] lr: 1.000e-04, eta: 16:41:06, time: 1.430, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9039, loss_cls: 1.0184, loss: 1.0184, grad_norm: 6.7916 2021-02-07 08:59:54,128 - mmaction - INFO - Epoch [84][1280/3757] lr: 1.000e-04, eta: 16:40:52, time: 1.907, data_time: 0.944, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9102, loss_cls: 0.9908, loss: 0.9908, grad_norm: 6.7061 2021-02-07 09:00:21,133 - mmaction - INFO - Epoch [84][1300/3757] lr: 1.000e-04, eta: 16:40:35, time: 1.351, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8977, loss_cls: 1.0726, loss: 1.0726, grad_norm: 6.9085 2021-02-07 09:00:49,627 - mmaction - INFO - Epoch [84][1320/3757] lr: 1.000e-04, eta: 16:40:19, time: 1.424, data_time: 0.000, memory: 7141, top1_acc: 0.7586, top5_acc: 0.9070, loss_cls: 1.0027, loss: 1.0027, grad_norm: 6.9075 2021-02-07 09:00:58,451 - mmaction - INFO - Epoch [84][1340/3757] lr: 1.000e-04, eta: 16:39:57, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9000, loss_cls: 1.0437, loss: 1.0437, grad_norm: 6.9320 2021-02-07 09:01:27,008 - mmaction - INFO - Epoch [84][1360/3757] lr: 1.000e-04, eta: 16:39:40, time: 1.427, data_time: 0.000, memory: 7141, top1_acc: 0.7531, top5_acc: 0.8961, loss_cls: 1.0059, loss: 1.0059, grad_norm: 6.5630 2021-02-07 09:01:45,279 - mmaction - INFO - Epoch [84][1380/3757] lr: 1.000e-04, eta: 16:39:20, time: 0.914, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.9000, loss_cls: 1.0822, loss: 1.0822, grad_norm: 7.1415 2021-02-07 09:01:54,008 - mmaction - INFO - Epoch [84][1400/3757] lr: 1.000e-04, eta: 16:38:58, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8969, loss_cls: 1.0541, loss: 1.0541, grad_norm: 6.9123 2021-02-07 09:02:19,428 - mmaction - INFO - Epoch [84][1420/3757] lr: 1.000e-04, eta: 16:38:41, time: 1.270, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9070, loss_cls: 1.0025, loss: 1.0025, grad_norm: 6.7658 2021-02-07 09:02:50,914 - mmaction - INFO - Epoch [84][1440/3757] lr: 1.000e-04, eta: 16:38:25, time: 1.575, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9102, loss_cls: 1.0009, loss: 1.0009, grad_norm: 6.8722 2021-02-07 09:03:15,174 - mmaction - INFO - Epoch [84][1460/3757] lr: 1.000e-04, eta: 16:38:07, time: 1.212, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9070, loss_cls: 1.0115, loss: 1.0115, grad_norm: 7.1089 2021-02-07 09:03:40,875 - mmaction - INFO - Epoch [84][1480/3757] lr: 1.000e-04, eta: 16:37:50, time: 1.285, data_time: 0.001, memory: 7141, top1_acc: 0.7664, top5_acc: 0.9078, loss_cls: 0.9796, loss: 0.9796, grad_norm: 6.5529 2021-02-07 09:03:49,640 - mmaction - INFO - Epoch [84][1500/3757] lr: 1.000e-04, eta: 16:37:28, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8828, loss_cls: 1.1259, loss: 1.1259, grad_norm: 6.9501 2021-02-07 09:04:11,127 - mmaction - INFO - Epoch [84][1520/3757] lr: 1.000e-04, eta: 16:37:09, time: 1.075, data_time: 0.543, memory: 7141, top1_acc: 0.7570, top5_acc: 0.9055, loss_cls: 0.9975, loss: 0.9975, grad_norm: 6.6871 2021-02-07 09:04:19,844 - mmaction - INFO - Epoch [84][1540/3757] lr: 1.000e-04, eta: 16:36:47, time: 0.436, data_time: 0.001, memory: 7141, top1_acc: 0.7594, top5_acc: 0.9023, loss_cls: 0.9821, loss: 0.9821, grad_norm: 6.7449 2021-02-07 09:04:55,145 - mmaction - INFO - Epoch [84][1560/3757] lr: 1.000e-04, eta: 16:36:32, time: 1.764, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8906, loss_cls: 1.0588, loss: 1.0588, grad_norm: 7.0377 2021-02-07 09:05:30,562 - mmaction - INFO - Epoch [84][1580/3757] lr: 1.000e-04, eta: 16:36:18, time: 1.771, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8977, loss_cls: 1.0731, loss: 1.0731, grad_norm: 7.0312 2021-02-07 09:05:56,605 - mmaction - INFO - Epoch [84][1600/3757] lr: 1.000e-04, eta: 16:36:00, time: 1.301, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8883, loss_cls: 1.0563, loss: 1.0563, grad_norm: 6.7817 2021-02-07 09:06:31,396 - mmaction - INFO - Epoch [84][1620/3757] lr: 1.000e-04, eta: 16:35:45, time: 1.740, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9102, loss_cls: 1.0107, loss: 1.0107, grad_norm: 6.8437 2021-02-07 09:06:40,139 - mmaction - INFO - Epoch [84][1640/3757] lr: 1.000e-04, eta: 16:35:23, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8898, loss_cls: 1.0564, loss: 1.0564, grad_norm: 6.9371 2021-02-07 09:07:39,216 - mmaction - INFO - Epoch [84][1660/3757] lr: 1.000e-04, eta: 16:35:15, time: 2.954, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.8969, loss_cls: 1.0345, loss: 1.0345, grad_norm: 6.8080 2021-02-07 09:08:26,473 - mmaction - INFO - Epoch [84][1680/3757] lr: 1.000e-04, eta: 16:35:03, time: 2.362, data_time: 0.000, memory: 7141, top1_acc: 0.7602, top5_acc: 0.9180, loss_cls: 0.9255, loss: 0.9255, grad_norm: 6.5459 2021-02-07 09:08:56,171 - mmaction - INFO - Epoch [84][1700/3757] lr: 1.000e-04, eta: 16:34:47, time: 1.485, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.9016, loss_cls: 1.0530, loss: 1.0530, grad_norm: 7.0042 2021-02-07 09:09:24,219 - mmaction - INFO - Epoch [84][1720/3757] lr: 1.000e-04, eta: 16:34:30, time: 1.402, data_time: 0.001, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9180, loss_cls: 0.9398, loss: 0.9398, grad_norm: 6.4776 2021-02-07 09:09:33,931 - mmaction - INFO - Epoch [84][1740/3757] lr: 1.000e-04, eta: 16:34:08, time: 0.486, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9117, loss_cls: 1.0263, loss: 1.0263, grad_norm: 6.7591 2021-02-07 09:09:42,653 - mmaction - INFO - Epoch [84][1760/3757] lr: 1.000e-04, eta: 16:33:46, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9031, loss_cls: 1.0093, loss: 1.0093, grad_norm: 6.8072 2021-02-07 09:10:13,305 - mmaction - INFO - Epoch [84][1780/3757] lr: 1.000e-04, eta: 16:33:30, time: 1.532, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9062, loss_cls: 1.0219, loss: 1.0219, grad_norm: 6.9414 2021-02-07 09:11:05,042 - mmaction - INFO - Epoch [84][1800/3757] lr: 1.000e-04, eta: 16:33:20, time: 2.587, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.8969, loss_cls: 1.0584, loss: 1.0584, grad_norm: 6.8172 2021-02-07 09:11:13,747 - mmaction - INFO - Epoch [84][1820/3757] lr: 1.000e-04, eta: 16:32:58, time: 0.435, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8930, loss_cls: 1.0108, loss: 1.0108, grad_norm: 6.8531 2021-02-07 09:11:53,476 - mmaction - INFO - Epoch [84][1840/3757] lr: 1.000e-04, eta: 16:32:44, time: 1.986, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8992, loss_cls: 1.0145, loss: 1.0145, grad_norm: 6.7122 2021-02-07 09:12:02,272 - mmaction - INFO - Epoch [84][1860/3757] lr: 1.000e-04, eta: 16:32:22, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9094, loss_cls: 1.0087, loss: 1.0087, grad_norm: 6.6384 2021-02-07 09:12:35,935 - mmaction - INFO - Epoch [84][1880/3757] lr: 1.000e-04, eta: 16:32:07, time: 1.684, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8992, loss_cls: 1.0751, loss: 1.0751, grad_norm: 7.3027 2021-02-07 09:12:57,753 - mmaction - INFO - Epoch [84][1900/3757] lr: 1.000e-04, eta: 16:31:48, time: 1.091, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8867, loss_cls: 1.0541, loss: 1.0541, grad_norm: 6.8668 2021-02-07 09:13:24,157 - mmaction - INFO - Epoch [84][1920/3757] lr: 1.000e-04, eta: 16:31:31, time: 1.320, data_time: 0.088, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8969, loss_cls: 1.0570, loss: 1.0570, grad_norm: 7.0223 2021-02-07 09:13:32,890 - mmaction - INFO - Epoch [84][1940/3757] lr: 1.000e-04, eta: 16:31:09, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9117, loss_cls: 0.9865, loss: 0.9865, grad_norm: 6.7682 2021-02-07 09:13:53,748 - mmaction - INFO - Epoch [84][1960/3757] lr: 1.000e-04, eta: 16:30:50, time: 1.043, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9047, loss_cls: 0.9899, loss: 0.9899, grad_norm: 6.6985 2021-02-07 09:14:02,494 - mmaction - INFO - Epoch [84][1980/3757] lr: 1.000e-04, eta: 16:30:28, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9062, loss_cls: 1.0048, loss: 1.0048, grad_norm: 6.8888 2021-02-07 09:14:36,273 - mmaction - INFO - Epoch [84][2000/3757] lr: 1.000e-04, eta: 16:30:13, time: 1.688, data_time: 0.001, memory: 7141, top1_acc: 0.7570, top5_acc: 0.8961, loss_cls: 1.0193, loss: 1.0193, grad_norm: 6.7866 2021-02-07 09:14:53,716 - mmaction - INFO - Epoch [84][2020/3757] lr: 1.000e-04, eta: 16:29:53, time: 0.873, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8914, loss_cls: 1.0225, loss: 1.0225, grad_norm: 6.6851 2021-02-07 09:15:04,178 - mmaction - INFO - Epoch [84][2040/3757] lr: 1.000e-04, eta: 16:29:31, time: 0.523, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.9102, loss_cls: 1.0429, loss: 1.0429, grad_norm: 6.9416 2021-02-07 09:15:29,273 - mmaction - INFO - Epoch [84][2060/3757] lr: 1.000e-04, eta: 16:29:14, time: 1.255, data_time: 0.000, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9062, loss_cls: 0.9914, loss: 0.9914, grad_norm: 6.7985 2021-02-07 09:15:38,012 - mmaction - INFO - Epoch [84][2080/3757] lr: 1.000e-04, eta: 16:28:52, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8953, loss_cls: 1.0926, loss: 1.0926, grad_norm: 7.0450 2021-02-07 09:16:11,657 - mmaction - INFO - Epoch [84][2100/3757] lr: 1.000e-04, eta: 16:28:36, time: 1.681, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9102, loss_cls: 0.9895, loss: 0.9895, grad_norm: 6.8581 2021-02-07 09:16:23,184 - mmaction - INFO - Epoch [84][2120/3757] lr: 1.000e-04, eta: 16:28:15, time: 0.578, data_time: 0.002, memory: 7141, top1_acc: 0.7625, top5_acc: 0.9172, loss_cls: 0.9845, loss: 0.9845, grad_norm: 6.7001 2021-02-07 09:16:39,626 - mmaction - INFO - Epoch [84][2140/3757] lr: 1.000e-04, eta: 16:27:55, time: 0.822, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9047, loss_cls: 1.0413, loss: 1.0413, grad_norm: 6.7589 2021-02-07 09:17:07,698 - mmaction - INFO - Epoch [84][2160/3757] lr: 1.000e-04, eta: 16:27:38, time: 1.403, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8898, loss_cls: 1.0837, loss: 1.0837, grad_norm: 6.8584 2021-02-07 09:17:36,738 - mmaction - INFO - Epoch [84][2180/3757] lr: 1.000e-04, eta: 16:27:22, time: 1.452, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8977, loss_cls: 1.0176, loss: 1.0176, grad_norm: 6.9599 2021-02-07 09:17:48,493 - mmaction - INFO - Epoch [84][2200/3757] lr: 1.000e-04, eta: 16:27:01, time: 0.588, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8977, loss_cls: 1.0683, loss: 1.0683, grad_norm: 6.9225 2021-02-07 09:17:58,843 - mmaction - INFO - Epoch [84][2220/3757] lr: 1.000e-04, eta: 16:26:39, time: 0.517, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9055, loss_cls: 1.0021, loss: 1.0021, grad_norm: 6.8368 2021-02-07 09:18:27,691 - mmaction - INFO - Epoch [84][2240/3757] lr: 1.000e-04, eta: 16:26:22, time: 1.443, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9070, loss_cls: 1.0445, loss: 1.0445, grad_norm: 6.8949 2021-02-07 09:19:12,228 - mmaction - INFO - Epoch [84][2260/3757] lr: 1.000e-04, eta: 16:26:10, time: 2.227, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8945, loss_cls: 1.0793, loss: 1.0793, grad_norm: 6.8152 2021-02-07 09:19:35,759 - mmaction - INFO - Epoch [84][2280/3757] lr: 1.000e-04, eta: 16:25:52, time: 1.176, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.9023, loss_cls: 1.0575, loss: 1.0575, grad_norm: 6.9479 2021-02-07 09:20:03,076 - mmaction - INFO - Epoch [84][2300/3757] lr: 1.000e-04, eta: 16:25:35, time: 1.366, data_time: 0.001, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9125, loss_cls: 1.0056, loss: 1.0056, grad_norm: 6.7670 2021-02-07 09:20:52,373 - mmaction - INFO - Epoch [84][2320/3757] lr: 1.000e-04, eta: 16:25:24, time: 2.465, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8891, loss_cls: 1.0904, loss: 1.0904, grad_norm: 6.9780 2021-02-07 09:21:39,265 - mmaction - INFO - Epoch [84][2340/3757] lr: 1.000e-04, eta: 16:25:12, time: 2.345, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8875, loss_cls: 1.1106, loss: 1.1106, grad_norm: 7.0276 2021-02-07 09:22:41,408 - mmaction - INFO - Epoch [84][2360/3757] lr: 1.000e-04, eta: 16:25:04, time: 3.107, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8938, loss_cls: 1.0899, loss: 1.0899, grad_norm: 6.9557 2021-02-07 09:23:08,201 - mmaction - INFO - Epoch [84][2380/3757] lr: 1.000e-04, eta: 16:24:47, time: 1.340, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9008, loss_cls: 1.0338, loss: 1.0338, grad_norm: 6.8407 2021-02-07 09:24:06,338 - mmaction - INFO - Epoch [84][2400/3757] lr: 1.000e-04, eta: 16:24:38, time: 2.906, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9023, loss_cls: 1.0564, loss: 1.0564, grad_norm: 7.1884 2021-02-07 09:24:40,534 - mmaction - INFO - Epoch [84][2420/3757] lr: 1.000e-04, eta: 16:24:23, time: 1.710, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9047, loss_cls: 1.0419, loss: 1.0419, grad_norm: 6.8956 2021-02-07 09:25:13,311 - mmaction - INFO - Epoch [84][2440/3757] lr: 1.000e-04, eta: 16:24:07, time: 1.638, data_time: 0.000, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9016, loss_cls: 1.0095, loss: 1.0095, grad_norm: 6.6566 2021-02-07 09:27:03,863 - mmaction - INFO - Epoch [84][2460/3757] lr: 1.000e-04, eta: 16:24:12, time: 5.528, data_time: 2.486, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8867, loss_cls: 1.1226, loss: 1.1226, grad_norm: 7.1748 2021-02-07 09:28:15,049 - mmaction - INFO - Epoch [84][2480/3757] lr: 1.000e-04, eta: 16:24:07, time: 3.560, data_time: 0.001, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8875, loss_cls: 1.0992, loss: 1.0992, grad_norm: 6.8741 2021-02-07 09:29:34,270 - mmaction - INFO - Epoch [84][2500/3757] lr: 1.000e-04, eta: 16:24:03, time: 3.961, data_time: 2.419, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8836, loss_cls: 1.1380, loss: 1.1380, grad_norm: 7.2293 2021-02-07 09:31:02,963 - mmaction - INFO - Epoch [84][2520/3757] lr: 1.000e-04, eta: 16:24:02, time: 4.435, data_time: 2.685, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9023, loss_cls: 1.0150, loss: 1.0150, grad_norm: 6.9845 2021-02-07 09:31:44,564 - mmaction - INFO - Epoch [84][2540/3757] lr: 1.000e-04, eta: 16:23:49, time: 2.080, data_time: 0.042, memory: 7141, top1_acc: 0.7320, top5_acc: 0.9039, loss_cls: 1.0452, loss: 1.0452, grad_norm: 7.1026 2021-02-07 09:33:07,390 - mmaction - INFO - Epoch [84][2560/3757] lr: 1.000e-04, eta: 16:23:47, time: 4.141, data_time: 1.196, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8977, loss_cls: 1.1159, loss: 1.1159, grad_norm: 7.0158 2021-02-07 09:33:33,563 - mmaction - INFO - Epoch [84][2580/3757] lr: 1.000e-04, eta: 16:23:29, time: 1.309, data_time: 0.868, memory: 7141, top1_acc: 0.7594, top5_acc: 0.9055, loss_cls: 0.9742, loss: 0.9742, grad_norm: 6.6156 2021-02-07 09:34:59,163 - mmaction - INFO - Epoch [84][2600/3757] lr: 1.000e-04, eta: 16:23:27, time: 4.279, data_time: 3.835, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9023, loss_cls: 1.0536, loss: 1.0536, grad_norm: 6.9083 2021-02-07 09:36:07,747 - mmaction - INFO - Epoch [84][2620/3757] lr: 1.000e-04, eta: 16:23:21, time: 3.429, data_time: 2.985, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8828, loss_cls: 1.1025, loss: 1.1025, grad_norm: 7.1132 2021-02-07 09:37:04,024 - mmaction - INFO - Epoch [84][2640/3757] lr: 1.000e-04, eta: 16:23:12, time: 2.814, data_time: 2.365, memory: 7141, top1_acc: 0.7664, top5_acc: 0.9047, loss_cls: 0.9614, loss: 0.9614, grad_norm: 6.7886 2021-02-07 09:37:58,481 - mmaction - INFO - Epoch [84][2660/3757] lr: 1.000e-04, eta: 16:23:02, time: 2.723, data_time: 1.149, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9078, loss_cls: 1.0143, loss: 1.0143, grad_norm: 6.8768 2021-02-07 09:39:01,831 - mmaction - INFO - Epoch [84][2680/3757] lr: 1.000e-04, eta: 16:22:54, time: 3.168, data_time: 2.722, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8859, loss_cls: 1.0903, loss: 1.0903, grad_norm: 6.9327 2021-02-07 09:39:48,917 - mmaction - INFO - Epoch [84][2700/3757] lr: 1.000e-04, eta: 16:22:42, time: 2.354, data_time: 1.901, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9086, loss_cls: 1.0341, loss: 1.0341, grad_norm: 6.9100 2021-02-07 09:40:38,974 - mmaction - INFO - Epoch [84][2720/3757] lr: 1.000e-04, eta: 16:22:31, time: 2.502, data_time: 2.052, memory: 7141, top1_acc: 0.7586, top5_acc: 0.9039, loss_cls: 1.0270, loss: 1.0270, grad_norm: 6.7897 2021-02-07 09:41:42,205 - mmaction - INFO - Epoch [84][2740/3757] lr: 1.000e-04, eta: 16:22:23, time: 3.162, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.0588, loss: 1.0588, grad_norm: 6.8867 2021-02-07 09:42:16,790 - mmaction - INFO - Epoch [84][2760/3757] lr: 1.000e-04, eta: 16:22:08, time: 1.729, data_time: 1.278, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8930, loss_cls: 1.0781, loss: 1.0781, grad_norm: 7.1628 2021-02-07 09:43:13,482 - mmaction - INFO - Epoch [84][2780/3757] lr: 1.000e-04, eta: 16:21:59, time: 2.835, data_time: 2.380, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8969, loss_cls: 1.0743, loss: 1.0743, grad_norm: 6.9254 2021-02-07 09:43:25,490 - mmaction - INFO - Epoch [84][2800/3757] lr: 1.000e-04, eta: 16:21:37, time: 0.601, data_time: 0.026, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8969, loss_cls: 1.0780, loss: 1.0780, grad_norm: 7.1760 2021-02-07 09:44:21,124 - mmaction - INFO - Epoch [84][2820/3757] lr: 1.000e-04, eta: 16:21:28, time: 2.782, data_time: 2.339, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8961, loss_cls: 1.0899, loss: 1.0899, grad_norm: 7.2451 2021-02-07 09:44:49,701 - mmaction - INFO - Epoch [84][2840/3757] lr: 1.000e-04, eta: 16:21:11, time: 1.429, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9023, loss_cls: 1.0712, loss: 1.0712, grad_norm: 6.9385 2021-02-07 09:46:05,542 - mmaction - INFO - Epoch [84][2860/3757] lr: 1.000e-04, eta: 16:21:06, time: 3.792, data_time: 0.649, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8906, loss_cls: 1.0802, loss: 1.0802, grad_norm: 6.9720 2021-02-07 09:46:34,653 - mmaction - INFO - Epoch [84][2880/3757] lr: 1.000e-04, eta: 16:20:50, time: 1.455, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8953, loss_cls: 1.0883, loss: 1.0883, grad_norm: 7.4722 2021-02-07 09:47:14,592 - mmaction - INFO - Epoch [84][2900/3757] lr: 1.000e-04, eta: 16:20:36, time: 1.997, data_time: 0.051, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9109, loss_cls: 1.0076, loss: 1.0076, grad_norm: 6.8387 2021-02-07 09:47:54,608 - mmaction - INFO - Epoch [84][2920/3757] lr: 1.000e-04, eta: 16:20:22, time: 2.001, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1120, loss: 1.1120, grad_norm: 7.0806 2021-02-07 09:48:25,559 - mmaction - INFO - Epoch [84][2940/3757] lr: 1.000e-04, eta: 16:20:06, time: 1.548, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8938, loss_cls: 1.0629, loss: 1.0629, grad_norm: 6.9878 2021-02-07 09:48:50,672 - mmaction - INFO - Epoch [84][2960/3757] lr: 1.000e-04, eta: 16:19:48, time: 1.255, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9070, loss_cls: 0.9745, loss: 0.9745, grad_norm: 6.6235 2021-02-07 09:49:36,411 - mmaction - INFO - Epoch [84][2980/3757] lr: 1.000e-04, eta: 16:19:36, time: 2.287, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8914, loss_cls: 1.0797, loss: 1.0797, grad_norm: 7.0201 2021-02-07 09:50:26,910 - mmaction - INFO - Epoch [84][3000/3757] lr: 1.000e-04, eta: 16:19:24, time: 2.525, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8977, loss_cls: 1.0660, loss: 1.0660, grad_norm: 7.1285 2021-02-07 09:51:35,263 - mmaction - INFO - Epoch [84][3020/3757] lr: 1.000e-04, eta: 16:19:18, time: 3.418, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9086, loss_cls: 1.0118, loss: 1.0118, grad_norm: 6.8602 2021-02-07 09:51:50,134 - mmaction - INFO - Epoch [84][3040/3757] lr: 1.000e-04, eta: 16:18:57, time: 0.743, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8805, loss_cls: 1.1477, loss: 1.1477, grad_norm: 7.2712 2021-02-07 09:52:29,814 - mmaction - INFO - Epoch [84][3060/3757] lr: 1.000e-04, eta: 16:18:43, time: 1.984, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9000, loss_cls: 1.0229, loss: 1.0229, grad_norm: 6.9438 2021-02-07 09:53:16,866 - mmaction - INFO - Epoch [84][3080/3757] lr: 1.000e-04, eta: 16:18:31, time: 2.352, data_time: 0.000, memory: 7141, top1_acc: 0.7531, top5_acc: 0.8984, loss_cls: 1.0569, loss: 1.0569, grad_norm: 7.0492 2021-02-07 09:53:46,496 - mmaction - INFO - Epoch [84][3100/3757] lr: 1.000e-04, eta: 16:18:15, time: 1.481, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8812, loss_cls: 1.0845, loss: 1.0845, grad_norm: 6.7955 2021-02-07 09:54:44,774 - mmaction - INFO - Epoch [84][3120/3757] lr: 1.000e-04, eta: 16:18:06, time: 2.915, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8992, loss_cls: 1.0562, loss: 1.0562, grad_norm: 6.9195 2021-02-07 09:55:19,301 - mmaction - INFO - Epoch [84][3140/3757] lr: 1.000e-04, eta: 16:17:50, time: 1.726, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8969, loss_cls: 1.0816, loss: 1.0816, grad_norm: 6.9314 2021-02-07 09:56:23,494 - mmaction - INFO - Epoch [84][3160/3757] lr: 1.000e-04, eta: 16:17:43, time: 3.209, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8977, loss_cls: 1.0317, loss: 1.0317, grad_norm: 6.8856 2021-02-07 09:57:06,313 - mmaction - INFO - Epoch [84][3180/3757] lr: 1.000e-04, eta: 16:17:30, time: 2.141, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8945, loss_cls: 1.1040, loss: 1.1040, grad_norm: 7.1511 2021-02-07 09:58:04,765 - mmaction - INFO - Epoch [84][3200/3757] lr: 1.000e-04, eta: 16:17:20, time: 2.923, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9016, loss_cls: 1.0616, loss: 1.0616, grad_norm: 7.1889 2021-02-07 09:58:51,636 - mmaction - INFO - Epoch [84][3220/3757] lr: 1.000e-04, eta: 16:17:08, time: 2.344, data_time: 0.000, memory: 7141, top1_acc: 0.7539, top5_acc: 0.8836, loss_cls: 1.0549, loss: 1.0549, grad_norm: 6.6733 2021-02-07 09:59:39,741 - mmaction - INFO - Epoch [84][3240/3757] lr: 1.000e-04, eta: 16:16:56, time: 2.405, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8867, loss_cls: 1.1122, loss: 1.1122, grad_norm: 6.9653 2021-02-07 10:00:07,234 - mmaction - INFO - Epoch [84][3260/3757] lr: 1.000e-04, eta: 16:16:39, time: 1.375, data_time: 0.000, memory: 7141, top1_acc: 0.7602, top5_acc: 0.9086, loss_cls: 0.9831, loss: 0.9831, grad_norm: 6.6480 2021-02-07 10:01:12,465 - mmaction - INFO - Epoch [84][3280/3757] lr: 1.000e-04, eta: 16:16:32, time: 3.262, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8898, loss_cls: 1.0800, loss: 1.0800, grad_norm: 7.0932 2021-02-07 10:01:38,697 - mmaction - INFO - Epoch [84][3300/3757] lr: 1.000e-04, eta: 16:16:14, time: 1.311, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9070, loss_cls: 1.0136, loss: 1.0136, grad_norm: 6.8748 2021-02-07 10:02:08,979 - mmaction - INFO - Epoch [84][3320/3757] lr: 1.000e-04, eta: 16:15:58, time: 1.515, data_time: 0.001, memory: 7141, top1_acc: 0.7633, top5_acc: 0.9219, loss_cls: 0.9068, loss: 0.9068, grad_norm: 6.4998 2021-02-07 10:03:18,654 - mmaction - INFO - Epoch [84][3340/3757] lr: 1.000e-04, eta: 16:15:52, time: 3.484, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9086, loss_cls: 1.0226, loss: 1.0226, grad_norm: 6.9244 2021-02-07 10:04:03,170 - mmaction - INFO - Epoch [84][3360/3757] lr: 1.000e-04, eta: 16:15:39, time: 2.226, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8969, loss_cls: 1.0293, loss: 1.0293, grad_norm: 6.7149 2021-02-07 10:04:32,813 - mmaction - INFO - Epoch [84][3380/3757] lr: 1.000e-04, eta: 16:15:22, time: 1.482, data_time: 1.034, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9016, loss_cls: 1.0584, loss: 1.0584, grad_norm: 6.9747 2021-02-07 10:04:44,962 - mmaction - INFO - Epoch [84][3400/3757] lr: 1.000e-04, eta: 16:15:01, time: 0.607, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9000, loss_cls: 1.0286, loss: 1.0286, grad_norm: 6.9038 2021-02-07 10:05:17,359 - mmaction - INFO - Epoch [84][3420/3757] lr: 1.000e-04, eta: 16:14:45, time: 1.619, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8969, loss_cls: 1.0181, loss: 1.0181, grad_norm: 6.9122 2021-02-07 10:05:54,486 - mmaction - INFO - Epoch [84][3440/3757] lr: 1.000e-04, eta: 16:14:30, time: 1.857, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8711, loss_cls: 1.1295, loss: 1.1295, grad_norm: 7.0595 2021-02-07 10:06:03,234 - mmaction - INFO - Epoch [84][3460/3757] lr: 1.000e-04, eta: 16:14:08, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.9016, loss_cls: 1.0844, loss: 1.0844, grad_norm: 7.2888 2021-02-07 10:06:11,973 - mmaction - INFO - Epoch [84][3480/3757] lr: 1.000e-04, eta: 16:13:46, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7570, top5_acc: 0.9102, loss_cls: 0.9862, loss: 0.9862, grad_norm: 6.6459 2021-02-07 10:06:37,517 - mmaction - INFO - Epoch [84][3500/3757] lr: 1.000e-04, eta: 16:13:28, time: 1.278, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8961, loss_cls: 1.0834, loss: 1.0834, grad_norm: 7.1427 2021-02-07 10:07:27,885 - mmaction - INFO - Epoch [84][3520/3757] lr: 1.000e-04, eta: 16:13:17, time: 2.518, data_time: 0.001, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9094, loss_cls: 0.9941, loss: 0.9941, grad_norm: 6.4939 2021-02-07 10:07:49,296 - mmaction - INFO - Epoch [84][3540/3757] lr: 1.000e-04, eta: 16:12:58, time: 1.071, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8984, loss_cls: 1.0493, loss: 1.0493, grad_norm: 6.9458 2021-02-07 10:07:58,008 - mmaction - INFO - Epoch [84][3560/3757] lr: 1.000e-04, eta: 16:12:36, time: 0.436, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8914, loss_cls: 1.0636, loss: 1.0636, grad_norm: 6.7808 2021-02-07 10:08:56,102 - mmaction - INFO - Epoch [84][3580/3757] lr: 1.000e-04, eta: 16:12:27, time: 2.905, data_time: 0.050, memory: 7141, top1_acc: 0.7211, top5_acc: 0.9000, loss_cls: 1.0940, loss: 1.0940, grad_norm: 7.0607 2021-02-07 10:10:15,543 - mmaction - INFO - Epoch [84][3600/3757] lr: 1.000e-04, eta: 16:12:23, time: 3.972, data_time: 2.676, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8992, loss_cls: 1.0870, loss: 1.0870, grad_norm: 6.9867 2021-02-07 10:10:50,589 - mmaction - INFO - Epoch [84][3620/3757] lr: 1.000e-04, eta: 16:12:08, time: 1.752, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8922, loss_cls: 1.0647, loss: 1.0647, grad_norm: 6.7951 2021-02-07 10:11:25,976 - mmaction - INFO - Epoch [84][3640/3757] lr: 1.000e-04, eta: 16:11:52, time: 1.769, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1591, loss: 1.1591, grad_norm: 7.2511 2021-02-07 10:12:25,639 - mmaction - INFO - Epoch [84][3660/3757] lr: 1.000e-04, eta: 16:11:43, time: 2.983, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8891, loss_cls: 1.0879, loss: 1.0879, grad_norm: 7.0061 2021-02-07 10:13:51,808 - mmaction - INFO - Epoch [84][3680/3757] lr: 1.000e-04, eta: 16:11:41, time: 4.308, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8977, loss_cls: 1.0767, loss: 1.0767, grad_norm: 6.9086 2021-02-07 10:14:47,623 - mmaction - INFO - Epoch [84][3700/3757] lr: 1.000e-04, eta: 16:11:31, time: 2.789, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8938, loss_cls: 1.0473, loss: 1.0473, grad_norm: 6.8021 2021-02-07 10:16:06,514 - mmaction - INFO - Epoch [84][3720/3757] lr: 1.000e-04, eta: 16:11:27, time: 3.945, data_time: 0.002, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8938, loss_cls: 1.0496, loss: 1.0496, grad_norm: 6.6894 2021-02-07 10:16:16,364 - mmaction - INFO - Epoch [84][3740/3757] lr: 1.000e-04, eta: 16:11:06, time: 0.493, data_time: 0.001, memory: 7141, top1_acc: 0.7562, top5_acc: 0.9055, loss_cls: 0.9488, loss: 0.9488, grad_norm: 6.8037 2021-02-07 10:16:35,147 - mmaction - INFO - Saving checkpoint at 84 epochs 2021-02-07 10:17:39,064 - mmaction - INFO - Epoch [85][20/3757] lr: 1.000e-04, eta: 16:10:37, time: 3.147, data_time: 2.701, memory: 7141, top1_acc: 0.7703, top5_acc: 0.9117, loss_cls: 0.9436, loss: 0.9436, grad_norm: 6.6869 2021-02-07 10:17:47,876 - mmaction - INFO - Epoch [85][40/3757] lr: 1.000e-04, eta: 16:10:15, time: 0.440, data_time: 0.005, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8766, loss_cls: 1.1385, loss: 1.1385, grad_norm: 6.9727 2021-02-07 10:17:56,569 - mmaction - INFO - Epoch [85][60/3757] lr: 1.000e-04, eta: 16:09:52, time: 0.435, data_time: 0.001, memory: 7141, top1_acc: 0.7672, top5_acc: 0.9133, loss_cls: 0.9428, loss: 0.9428, grad_norm: 6.6175 2021-02-07 10:18:05,264 - mmaction - INFO - Epoch [85][80/3757] lr: 1.000e-04, eta: 16:09:30, time: 0.435, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.8969, loss_cls: 1.0406, loss: 1.0406, grad_norm: 6.8070 2021-02-07 10:18:14,021 - mmaction - INFO - Epoch [85][100/3757] lr: 1.000e-04, eta: 16:09:08, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9062, loss_cls: 1.0347, loss: 1.0347, grad_norm: 6.9786 2021-02-07 10:18:22,774 - mmaction - INFO - Epoch [85][120/3757] lr: 1.000e-04, eta: 16:08:46, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9047, loss_cls: 1.0266, loss: 1.0266, grad_norm: 6.8517 2021-02-07 10:18:31,505 - mmaction - INFO - Epoch [85][140/3757] lr: 1.000e-04, eta: 16:08:24, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8977, loss_cls: 1.0386, loss: 1.0386, grad_norm: 6.8999 2021-02-07 10:18:40,275 - mmaction - INFO - Epoch [85][160/3757] lr: 1.000e-04, eta: 16:08:02, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8906, loss_cls: 1.0299, loss: 1.0299, grad_norm: 6.8370 2021-02-07 10:18:49,025 - mmaction - INFO - Epoch [85][180/3757] lr: 1.000e-04, eta: 16:07:40, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.9008, loss_cls: 1.0634, loss: 1.0634, grad_norm: 6.8193 2021-02-07 10:18:57,837 - mmaction - INFO - Epoch [85][200/3757] lr: 1.000e-04, eta: 16:07:18, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7586, top5_acc: 0.8984, loss_cls: 0.9705, loss: 0.9705, grad_norm: 6.6570 2021-02-07 10:19:06,614 - mmaction - INFO - Epoch [85][220/3757] lr: 1.000e-04, eta: 16:06:56, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8891, loss_cls: 1.0718, loss: 1.0718, grad_norm: 6.8765 2021-02-07 10:19:15,436 - mmaction - INFO - Epoch [85][240/3757] lr: 1.000e-04, eta: 16:06:33, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7539, top5_acc: 0.8961, loss_cls: 0.9986, loss: 0.9986, grad_norm: 6.7074 2021-02-07 10:19:24,203 - mmaction - INFO - Epoch [85][260/3757] lr: 1.000e-04, eta: 16:06:11, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9109, loss_cls: 1.0251, loss: 1.0251, grad_norm: 6.7326 2021-02-07 10:19:32,975 - mmaction - INFO - Epoch [85][280/3757] lr: 1.000e-04, eta: 16:05:49, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.0789, loss: 1.0789, grad_norm: 7.2226 2021-02-07 10:19:41,769 - mmaction - INFO - Epoch [85][300/3757] lr: 1.000e-04, eta: 16:05:27, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8992, loss_cls: 1.0248, loss: 1.0248, grad_norm: 6.5889 2021-02-07 10:19:50,578 - mmaction - INFO - Epoch [85][320/3757] lr: 1.000e-04, eta: 16:05:05, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8984, loss_cls: 1.0340, loss: 1.0340, grad_norm: 7.0335 2021-02-07 10:19:59,416 - mmaction - INFO - Epoch [85][340/3757] lr: 1.000e-04, eta: 16:04:43, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8945, loss_cls: 1.0409, loss: 1.0409, grad_norm: 6.8498 2021-02-07 10:20:08,266 - mmaction - INFO - Epoch [85][360/3757] lr: 1.000e-04, eta: 16:04:21, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8922, loss_cls: 1.1118, loss: 1.1118, grad_norm: 6.9800 2021-02-07 10:20:17,069 - mmaction - INFO - Epoch [85][380/3757] lr: 1.000e-04, eta: 16:03:59, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8914, loss_cls: 1.0814, loss: 1.0814, grad_norm: 6.8800 2021-02-07 10:20:25,891 - mmaction - INFO - Epoch [85][400/3757] lr: 1.000e-04, eta: 16:03:37, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9180, loss_cls: 1.0109, loss: 1.0109, grad_norm: 7.1124 2021-02-07 10:20:34,703 - mmaction - INFO - Epoch [85][420/3757] lr: 1.000e-04, eta: 16:03:15, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8883, loss_cls: 1.0494, loss: 1.0494, grad_norm: 6.9078 2021-02-07 10:20:43,508 - mmaction - INFO - Epoch [85][440/3757] lr: 1.000e-04, eta: 16:02:53, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8977, loss_cls: 1.0367, loss: 1.0367, grad_norm: 6.8482 2021-02-07 10:20:52,315 - mmaction - INFO - Epoch [85][460/3757] lr: 1.000e-04, eta: 16:02:31, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9070, loss_cls: 1.0141, loss: 1.0141, grad_norm: 6.8881 2021-02-07 10:21:01,129 - mmaction - INFO - Epoch [85][480/3757] lr: 1.000e-04, eta: 16:02:09, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8922, loss_cls: 1.1006, loss: 1.1006, grad_norm: 7.0502 2021-02-07 10:21:09,979 - mmaction - INFO - Epoch [85][500/3757] lr: 1.000e-04, eta: 16:01:47, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9016, loss_cls: 1.0474, loss: 1.0474, grad_norm: 6.8406 2021-02-07 10:21:18,815 - mmaction - INFO - Epoch [85][520/3757] lr: 1.000e-04, eta: 16:01:25, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9039, loss_cls: 1.0169, loss: 1.0169, grad_norm: 6.8571 2021-02-07 10:21:27,697 - mmaction - INFO - Epoch [85][540/3757] lr: 1.000e-04, eta: 16:01:02, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8859, loss_cls: 1.0821, loss: 1.0821, grad_norm: 6.9727 2021-02-07 10:21:36,533 - mmaction - INFO - Epoch [85][560/3757] lr: 1.000e-04, eta: 16:00:40, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8984, loss_cls: 1.0100, loss: 1.0100, grad_norm: 6.6555 2021-02-07 10:21:45,394 - mmaction - INFO - Epoch [85][580/3757] lr: 1.000e-04, eta: 16:00:18, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8961, loss_cls: 1.0432, loss: 1.0432, grad_norm: 6.8690 2021-02-07 10:21:54,898 - mmaction - INFO - Epoch [85][600/3757] lr: 1.000e-04, eta: 15:59:57, time: 0.475, data_time: 0.000, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9031, loss_cls: 1.0234, loss: 1.0234, grad_norm: 6.9197 2021-02-07 10:22:03,732 - mmaction - INFO - Epoch [85][620/3757] lr: 1.000e-04, eta: 15:59:35, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8883, loss_cls: 1.0930, loss: 1.0930, grad_norm: 6.8639 2021-02-07 10:22:12,578 - mmaction - INFO - Epoch [85][640/3757] lr: 1.000e-04, eta: 15:59:12, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7680, top5_acc: 0.9125, loss_cls: 0.9533, loss: 0.9533, grad_norm: 6.4316 2021-02-07 10:22:21,439 - mmaction - INFO - Epoch [85][660/3757] lr: 1.000e-04, eta: 15:58:50, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8852, loss_cls: 1.1215, loss: 1.1215, grad_norm: 7.1728 2021-02-07 10:22:31,368 - mmaction - INFO - Epoch [85][680/3757] lr: 1.000e-04, eta: 15:58:29, time: 0.497, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9016, loss_cls: 1.0097, loss: 1.0097, grad_norm: 7.1310 2021-02-07 10:22:40,274 - mmaction - INFO - Epoch [85][700/3757] lr: 1.000e-04, eta: 15:58:07, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8898, loss_cls: 1.0319, loss: 1.0319, grad_norm: 6.9658 2021-02-07 10:23:25,363 - mmaction - INFO - Epoch [85][720/3757] lr: 1.000e-04, eta: 15:57:54, time: 2.254, data_time: 0.821, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8953, loss_cls: 1.0846, loss: 1.0846, grad_norm: 7.0864 2021-02-07 10:23:50,745 - mmaction - INFO - Epoch [85][740/3757] lr: 1.000e-04, eta: 15:57:36, time: 1.269, data_time: 0.825, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8945, loss_cls: 1.0519, loss: 1.0519, grad_norm: 6.8495 2021-02-07 10:24:53,501 - mmaction - INFO - Epoch [85][760/3757] lr: 1.000e-04, eta: 15:57:28, time: 3.138, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9070, loss_cls: 1.0004, loss: 1.0004, grad_norm: 6.9436 2021-02-07 10:25:24,491 - mmaction - INFO - Epoch [85][780/3757] lr: 1.000e-04, eta: 15:57:11, time: 1.549, data_time: 1.106, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9000, loss_cls: 1.0734, loss: 1.0734, grad_norm: 7.0427 2021-02-07 10:26:15,747 - mmaction - INFO - Epoch [85][800/3757] lr: 1.000e-04, eta: 15:57:00, time: 2.563, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8977, loss_cls: 1.0303, loss: 1.0303, grad_norm: 6.7772 2021-02-07 10:27:39,852 - mmaction - INFO - Epoch [85][820/3757] lr: 1.000e-04, eta: 15:56:57, time: 4.206, data_time: 2.407, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8969, loss_cls: 1.0420, loss: 1.0420, grad_norm: 6.8216 2021-02-07 10:27:48,653 - mmaction - INFO - Epoch [85][840/3757] lr: 1.000e-04, eta: 15:56:35, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7609, top5_acc: 0.9141, loss_cls: 0.9558, loss: 0.9558, grad_norm: 6.6215 2021-02-07 10:28:35,306 - mmaction - INFO - Epoch [85][860/3757] lr: 1.000e-04, eta: 15:56:23, time: 2.334, data_time: 1.890, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9016, loss_cls: 1.0599, loss: 1.0599, grad_norm: 6.9716 2021-02-07 10:29:37,100 - mmaction - INFO - Epoch [85][880/3757] lr: 1.000e-04, eta: 15:56:14, time: 3.090, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8898, loss_cls: 1.0751, loss: 1.0751, grad_norm: 6.8391 2021-02-07 10:30:08,292 - mmaction - INFO - Epoch [85][900/3757] lr: 1.000e-04, eta: 15:55:58, time: 1.560, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8883, loss_cls: 1.0563, loss: 1.0563, grad_norm: 6.6658 2021-02-07 10:31:13,186 - mmaction - INFO - Epoch [85][920/3757] lr: 1.000e-04, eta: 15:55:50, time: 3.245, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0517, loss: 1.0517, grad_norm: 7.0170 2021-02-07 10:31:44,092 - mmaction - INFO - Epoch [85][940/3757] lr: 1.000e-04, eta: 15:55:33, time: 1.545, data_time: 0.000, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8914, loss_cls: 1.1015, loss: 1.1015, grad_norm: 7.1295 2021-02-07 10:32:46,017 - mmaction - INFO - Epoch [85][960/3757] lr: 1.000e-04, eta: 15:55:25, time: 3.097, data_time: 0.001, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8852, loss_cls: 1.1526, loss: 1.1526, grad_norm: 6.9616 2021-02-07 10:32:54,770 - mmaction - INFO - Epoch [85][980/3757] lr: 1.000e-04, eta: 15:55:03, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8992, loss_cls: 1.0682, loss: 1.0682, grad_norm: 7.1799 2021-02-07 10:33:46,213 - mmaction - INFO - Epoch [85][1000/3757] lr: 1.000e-04, eta: 15:54:51, time: 2.572, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.9008, loss_cls: 1.0781, loss: 1.0781, grad_norm: 7.1078 2021-02-07 10:34:37,807 - mmaction - INFO - Epoch [85][1020/3757] lr: 1.000e-04, eta: 15:54:40, time: 2.580, data_time: 1.385, memory: 7141, top1_acc: 0.7484, top5_acc: 0.8930, loss_cls: 1.0496, loss: 1.0496, grad_norm: 6.9217 2021-02-07 10:35:32,613 - mmaction - INFO - Epoch [85][1040/3757] lr: 1.000e-04, eta: 15:54:30, time: 2.740, data_time: 0.000, memory: 7141, top1_acc: 0.7594, top5_acc: 0.9086, loss_cls: 0.9669, loss: 0.9669, grad_norm: 6.6077 2021-02-07 10:36:00,765 - mmaction - INFO - Epoch [85][1060/3757] lr: 1.000e-04, eta: 15:54:12, time: 1.407, data_time: 0.967, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8898, loss_cls: 1.0503, loss: 1.0503, grad_norm: 7.0459 2021-02-07 10:36:09,509 - mmaction - INFO - Epoch [85][1080/3757] lr: 1.000e-04, eta: 15:53:50, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8984, loss_cls: 1.0492, loss: 1.0492, grad_norm: 6.9785 2021-02-07 10:36:18,249 - mmaction - INFO - Epoch [85][1100/3757] lr: 1.000e-04, eta: 15:53:28, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8906, loss_cls: 1.0567, loss: 1.0567, grad_norm: 7.0719 2021-02-07 10:36:27,138 - mmaction - INFO - Epoch [85][1120/3757] lr: 1.000e-04, eta: 15:53:06, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8812, loss_cls: 1.1657, loss: 1.1657, grad_norm: 7.2637 2021-02-07 10:37:02,430 - mmaction - INFO - Epoch [85][1140/3757] lr: 1.000e-04, eta: 15:52:51, time: 1.765, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8938, loss_cls: 1.0078, loss: 1.0078, grad_norm: 6.5792 2021-02-07 10:37:11,193 - mmaction - INFO - Epoch [85][1160/3757] lr: 1.000e-04, eta: 15:52:29, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9047, loss_cls: 1.0325, loss: 1.0325, grad_norm: 6.9058 2021-02-07 10:37:41,301 - mmaction - INFO - Epoch [85][1180/3757] lr: 1.000e-04, eta: 15:52:12, time: 1.505, data_time: 1.063, memory: 7141, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9737, loss: 0.9737, grad_norm: 6.7962 2021-02-07 10:39:09,469 - mmaction - INFO - Epoch [85][1200/3757] lr: 1.000e-04, eta: 15:52:10, time: 4.408, data_time: 1.906, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8969, loss_cls: 1.0537, loss: 1.0537, grad_norm: 6.8506 2021-02-07 10:40:37,978 - mmaction - INFO - Epoch [85][1220/3757] lr: 1.000e-04, eta: 15:52:08, time: 4.426, data_time: 0.001, memory: 7141, top1_acc: 0.7578, top5_acc: 0.9172, loss_cls: 0.9466, loss: 0.9466, grad_norm: 6.8213 2021-02-07 10:41:02,727 - mmaction - INFO - Epoch [85][1240/3757] lr: 1.000e-04, eta: 15:51:50, time: 1.236, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8820, loss_cls: 1.1426, loss: 1.1426, grad_norm: 7.1049 2021-02-07 10:42:07,355 - mmaction - INFO - Epoch [85][1260/3757] lr: 1.000e-04, eta: 15:51:42, time: 3.232, data_time: 2.786, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9000, loss_cls: 1.0143, loss: 1.0143, grad_norm: 6.9027 2021-02-07 10:42:41,884 - mmaction - INFO - Epoch [85][1280/3757] lr: 1.000e-04, eta: 15:51:26, time: 1.725, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9008, loss_cls: 1.0572, loss: 1.0572, grad_norm: 6.9675 2021-02-07 10:43:16,674 - mmaction - INFO - Epoch [85][1300/3757] lr: 1.000e-04, eta: 15:51:11, time: 1.741, data_time: 1.018, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8969, loss_cls: 1.0576, loss: 1.0576, grad_norm: 7.0194 2021-02-07 10:43:34,166 - mmaction - INFO - Epoch [85][1320/3757] lr: 1.000e-04, eta: 15:50:51, time: 0.875, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9094, loss_cls: 1.0080, loss: 1.0080, grad_norm: 6.8378 2021-02-07 10:44:10,078 - mmaction - INFO - Epoch [85][1340/3757] lr: 1.000e-04, eta: 15:50:36, time: 1.795, data_time: 0.000, memory: 7141, top1_acc: 0.7586, top5_acc: 0.9078, loss_cls: 1.0049, loss: 1.0049, grad_norm: 6.9124 2021-02-07 10:44:38,158 - mmaction - INFO - Epoch [85][1360/3757] lr: 1.000e-04, eta: 15:50:18, time: 1.404, data_time: 0.001, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9070, loss_cls: 1.0168, loss: 1.0168, grad_norm: 6.9271 2021-02-07 10:44:55,257 - mmaction - INFO - Epoch [85][1380/3757] lr: 1.000e-04, eta: 15:49:58, time: 0.855, data_time: 0.416, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9086, loss_cls: 0.9923, loss: 0.9923, grad_norm: 6.8052 2021-02-07 10:46:17,278 - mmaction - INFO - Epoch [85][1400/3757] lr: 1.000e-04, eta: 15:49:55, time: 4.101, data_time: 2.596, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9117, loss_cls: 1.0230, loss: 1.0230, grad_norm: 7.0135 2021-02-07 10:47:04,827 - mmaction - INFO - Epoch [85][1420/3757] lr: 1.000e-04, eta: 15:49:42, time: 2.378, data_time: 1.008, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9078, loss_cls: 1.0096, loss: 1.0096, grad_norm: 6.8699 2021-02-07 10:47:58,583 - mmaction - INFO - Epoch [85][1440/3757] lr: 1.000e-04, eta: 15:49:32, time: 2.688, data_time: 0.000, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8805, loss_cls: 1.1389, loss: 1.1389, grad_norm: 7.2116 2021-02-07 10:48:19,941 - mmaction - INFO - Epoch [85][1460/3757] lr: 1.000e-04, eta: 15:49:13, time: 1.067, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.9117, loss_cls: 1.0433, loss: 1.0433, grad_norm: 6.9331 2021-02-07 10:49:02,929 - mmaction - INFO - Epoch [85][1480/3757] lr: 1.000e-04, eta: 15:48:59, time: 2.150, data_time: 0.426, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8859, loss_cls: 1.0819, loss: 1.0819, grad_norm: 7.0088 2021-02-07 10:49:11,723 - mmaction - INFO - Epoch [85][1500/3757] lr: 1.000e-04, eta: 15:48:37, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9039, loss_cls: 0.9946, loss: 0.9946, grad_norm: 6.8916 2021-02-07 10:50:02,797 - mmaction - INFO - Epoch [85][1520/3757] lr: 1.000e-04, eta: 15:48:25, time: 2.555, data_time: 0.583, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8836, loss_cls: 1.1152, loss: 1.1152, grad_norm: 7.0534 2021-02-07 10:51:28,876 - mmaction - INFO - Epoch [85][1540/3757] lr: 1.000e-04, eta: 15:48:23, time: 4.304, data_time: 1.085, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8930, loss_cls: 0.9865, loss: 0.9865, grad_norm: 6.6710 2021-02-07 10:52:20,876 - mmaction - INFO - Epoch [85][1560/3757] lr: 1.000e-04, eta: 15:48:11, time: 2.600, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9039, loss_cls: 1.0620, loss: 1.0620, grad_norm: 6.9250 2021-02-07 10:53:32,190 - mmaction - INFO - Epoch [85][1580/3757] lr: 1.000e-04, eta: 15:48:05, time: 3.564, data_time: 2.663, memory: 7141, top1_acc: 0.7453, top5_acc: 0.8984, loss_cls: 1.0418, loss: 1.0418, grad_norm: 7.2060 2021-02-07 10:54:34,588 - mmaction - INFO - Epoch [85][1600/3757] lr: 1.000e-04, eta: 15:47:56, time: 3.122, data_time: 1.460, memory: 7141, top1_acc: 0.7617, top5_acc: 0.9102, loss_cls: 0.9744, loss: 0.9744, grad_norm: 6.5781 2021-02-07 10:56:17,028 - mmaction - INFO - Epoch [85][1620/3757] lr: 1.000e-04, eta: 15:47:57, time: 5.121, data_time: 3.149, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 1.0473, loss: 1.0473, grad_norm: 7.1488 2021-02-07 10:56:30,283 - mmaction - INFO - Epoch [85][1640/3757] lr: 1.000e-04, eta: 15:47:36, time: 0.663, data_time: 0.228, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9000, loss_cls: 1.0561, loss: 1.0561, grad_norm: 7.0086 2021-02-07 10:56:39,049 - mmaction - INFO - Epoch [85][1660/3757] lr: 1.000e-04, eta: 15:47:14, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8898, loss_cls: 1.1261, loss: 1.1261, grad_norm: 7.1078 2021-02-07 10:57:26,978 - mmaction - INFO - Epoch [85][1680/3757] lr: 1.000e-04, eta: 15:47:02, time: 2.396, data_time: 0.001, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9062, loss_cls: 0.9977, loss: 0.9977, grad_norm: 6.7054 2021-02-07 10:59:24,117 - mmaction - INFO - Epoch [85][1700/3757] lr: 1.000e-04, eta: 15:47:07, time: 5.857, data_time: 1.426, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8938, loss_cls: 1.0522, loss: 1.0522, grad_norm: 6.7448 2021-02-07 10:59:51,057 - mmaction - INFO - Epoch [85][1720/3757] lr: 1.000e-04, eta: 15:46:49, time: 1.347, data_time: 0.001, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9047, loss_cls: 0.9968, loss: 0.9968, grad_norm: 6.8986 2021-02-07 11:00:58,696 - mmaction - INFO - Epoch [85][1740/3757] lr: 1.000e-04, eta: 15:46:42, time: 3.382, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8992, loss_cls: 1.0708, loss: 1.0708, grad_norm: 6.8793 2021-02-07 11:02:09,659 - mmaction - INFO - Epoch [85][1760/3757] lr: 1.000e-04, eta: 15:46:35, time: 3.548, data_time: 1.540, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9141, loss_cls: 0.9726, loss: 0.9726, grad_norm: 6.5769 2021-02-07 11:03:16,589 - mmaction - INFO - Epoch [85][1780/3757] lr: 1.000e-04, eta: 15:46:27, time: 3.346, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8969, loss_cls: 1.0570, loss: 1.0570, grad_norm: 6.9315 2021-02-07 11:04:29,419 - mmaction - INFO - Epoch [85][1800/3757] lr: 1.000e-04, eta: 15:46:21, time: 3.642, data_time: 3.201, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9031, loss_cls: 1.0186, loss: 1.0186, grad_norm: 6.8971 2021-02-07 11:05:00,999 - mmaction - INFO - Epoch [85][1820/3757] lr: 1.000e-04, eta: 15:46:05, time: 1.579, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8836, loss_cls: 1.0705, loss: 1.0705, grad_norm: 7.0442 2021-02-07 11:06:23,093 - mmaction - INFO - Epoch [85][1840/3757] lr: 1.000e-04, eta: 15:46:01, time: 4.104, data_time: 0.001, memory: 7141, top1_acc: 0.7562, top5_acc: 0.9109, loss_cls: 0.9630, loss: 0.9630, grad_norm: 6.5225 2021-02-07 11:07:12,668 - mmaction - INFO - Epoch [85][1860/3757] lr: 1.000e-04, eta: 15:45:49, time: 2.479, data_time: 1.664, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8992, loss_cls: 1.0677, loss: 1.0677, grad_norm: 6.8510 2021-02-07 11:07:21,418 - mmaction - INFO - Epoch [85][1880/3757] lr: 1.000e-04, eta: 15:45:27, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8945, loss_cls: 1.0681, loss: 1.0681, grad_norm: 6.9143 2021-02-07 11:07:30,162 - mmaction - INFO - Epoch [85][1900/3757] lr: 1.000e-04, eta: 15:45:05, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7594, top5_acc: 0.9086, loss_cls: 1.0039, loss: 1.0039, grad_norm: 6.5941 2021-02-07 11:07:38,915 - mmaction - INFO - Epoch [85][1920/3757] lr: 1.000e-04, eta: 15:44:42, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8891, loss_cls: 1.0646, loss: 1.0646, grad_norm: 7.0383 2021-02-07 11:08:24,699 - mmaction - INFO - Epoch [85][1940/3757] lr: 1.000e-04, eta: 15:44:29, time: 2.289, data_time: 1.174, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9047, loss_cls: 0.9960, loss: 0.9960, grad_norm: 6.9182 2021-02-07 11:09:11,156 - mmaction - INFO - Epoch [85][1960/3757] lr: 1.000e-04, eta: 15:44:17, time: 2.323, data_time: 1.884, memory: 7141, top1_acc: 0.7602, top5_acc: 0.9055, loss_cls: 0.9781, loss: 0.9781, grad_norm: 6.7905 2021-02-07 11:09:40,159 - mmaction - INFO - Epoch [85][1980/3757] lr: 1.000e-04, eta: 15:43:59, time: 1.450, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.8984, loss_cls: 1.0305, loss: 1.0305, grad_norm: 6.7160 2021-02-07 11:10:19,095 - mmaction - INFO - Epoch [85][2000/3757] lr: 1.000e-04, eta: 15:43:45, time: 1.947, data_time: 1.146, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9008, loss_cls: 1.0314, loss: 1.0314, grad_norm: 6.8255 2021-02-07 11:11:22,532 - mmaction - INFO - Epoch [85][2020/3757] lr: 1.000e-04, eta: 15:43:36, time: 3.172, data_time: 0.812, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8930, loss_cls: 1.0339, loss: 1.0339, grad_norm: 6.9598 2021-02-07 11:12:30,227 - mmaction - INFO - Epoch [85][2040/3757] lr: 1.000e-04, eta: 15:43:29, time: 3.385, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8922, loss_cls: 1.1260, loss: 1.1260, grad_norm: 7.0548 2021-02-07 11:13:42,157 - mmaction - INFO - Epoch [85][2060/3757] lr: 1.000e-04, eta: 15:43:22, time: 3.596, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8930, loss_cls: 1.0783, loss: 1.0783, grad_norm: 6.9687 2021-02-07 11:15:03,852 - mmaction - INFO - Epoch [85][2080/3757] lr: 1.000e-04, eta: 15:43:18, time: 4.084, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8883, loss_cls: 1.0869, loss: 1.0869, grad_norm: 7.1102 2021-02-07 11:16:44,136 - mmaction - INFO - Epoch [85][2100/3757] lr: 1.000e-04, eta: 15:43:18, time: 5.015, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.9047, loss_cls: 1.0346, loss: 1.0346, grad_norm: 6.8587 2021-02-07 11:18:05,286 - mmaction - INFO - Epoch [85][2120/3757] lr: 1.000e-04, eta: 15:43:14, time: 4.058, data_time: 0.628, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.0735, loss: 1.0735, grad_norm: 7.1270 2021-02-07 11:19:08,450 - mmaction - INFO - Epoch [85][2140/3757] lr: 1.000e-04, eta: 15:43:05, time: 3.158, data_time: 1.183, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8969, loss_cls: 1.0460, loss: 1.0460, grad_norm: 6.8630 2021-02-07 11:20:58,850 - mmaction - INFO - Epoch [85][2160/3757] lr: 1.000e-04, eta: 15:43:08, time: 5.521, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.0600, loss: 1.0600, grad_norm: 7.0796 2021-02-07 11:22:39,743 - mmaction - INFO - Epoch [85][2180/3757] lr: 1.000e-04, eta: 15:43:09, time: 5.045, data_time: 1.846, memory: 7141, top1_acc: 0.7383, top5_acc: 0.9016, loss_cls: 1.0470, loss: 1.0470, grad_norm: 7.2698 2021-02-07 11:23:22,056 - mmaction - INFO - Epoch [85][2200/3757] lr: 1.000e-04, eta: 15:42:55, time: 2.115, data_time: 0.300, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9016, loss_cls: 1.0506, loss: 1.0506, grad_norm: 6.8846 2021-02-07 11:24:12,614 - mmaction - INFO - Epoch [85][2220/3757] lr: 1.000e-04, eta: 15:42:43, time: 2.528, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9016, loss_cls: 1.0235, loss: 1.0235, grad_norm: 6.9773 2021-02-07 11:25:26,112 - mmaction - INFO - Epoch [85][2240/3757] lr: 1.000e-04, eta: 15:42:37, time: 3.676, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9008, loss_cls: 1.0661, loss: 1.0661, grad_norm: 7.0431 2021-02-07 11:27:02,375 - mmaction - INFO - Epoch [85][2260/3757] lr: 1.000e-04, eta: 15:42:36, time: 4.813, data_time: 1.205, memory: 7141, top1_acc: 0.7258, top5_acc: 0.9055, loss_cls: 1.0371, loss: 1.0371, grad_norm: 6.8369 2021-02-07 11:28:19,120 - mmaction - INFO - Epoch [85][2280/3757] lr: 1.000e-04, eta: 15:42:30, time: 3.838, data_time: 1.154, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8914, loss_cls: 1.0818, loss: 1.0818, grad_norm: 7.0693 2021-02-07 11:30:03,414 - mmaction - INFO - Epoch [85][2300/3757] lr: 1.000e-04, eta: 15:42:32, time: 5.215, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9031, loss_cls: 1.0303, loss: 1.0303, grad_norm: 7.1107 2021-02-07 11:31:00,579 - mmaction - INFO - Epoch [85][2320/3757] lr: 1.000e-04, eta: 15:42:21, time: 2.858, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9070, loss_cls: 1.0017, loss: 1.0017, grad_norm: 6.7360 2021-02-07 11:31:52,492 - mmaction - INFO - Epoch [85][2340/3757] lr: 1.000e-04, eta: 15:42:10, time: 2.596, data_time: 2.152, memory: 7141, top1_acc: 0.7320, top5_acc: 0.9039, loss_cls: 1.0393, loss: 1.0393, grad_norm: 7.0343 2021-02-07 11:33:15,526 - mmaction - INFO - Epoch [85][2360/3757] lr: 1.000e-04, eta: 15:42:06, time: 4.152, data_time: 0.992, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8930, loss_cls: 1.0402, loss: 1.0402, grad_norm: 6.8955 2021-02-07 11:34:42,798 - mmaction - INFO - Epoch [85][2380/3757] lr: 1.000e-04, eta: 15:42:03, time: 4.363, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8992, loss_cls: 1.0176, loss: 1.0176, grad_norm: 6.7220 2021-02-07 11:36:07,728 - mmaction - INFO - Epoch [85][2400/3757] lr: 1.000e-04, eta: 15:41:59, time: 4.247, data_time: 0.008, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8938, loss_cls: 1.0665, loss: 1.0665, grad_norm: 7.1277 2021-02-07 11:37:24,432 - mmaction - INFO - Epoch [85][2420/3757] lr: 1.000e-04, eta: 15:41:54, time: 3.835, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9016, loss_cls: 0.9928, loss: 0.9928, grad_norm: 6.7505 2021-02-07 11:38:57,066 - mmaction - INFO - Epoch [85][2440/3757] lr: 1.000e-04, eta: 15:41:52, time: 4.632, data_time: 1.204, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.0530, loss: 1.0530, grad_norm: 7.0574 2021-02-07 11:39:40,049 - mmaction - INFO - Epoch [85][2460/3757] lr: 1.000e-04, eta: 15:41:38, time: 2.149, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8930, loss_cls: 1.0790, loss: 1.0790, grad_norm: 7.1099 2021-02-07 11:41:15,217 - mmaction - INFO - Epoch [85][2480/3757] lr: 1.000e-04, eta: 15:41:37, time: 4.758, data_time: 2.463, memory: 7141, top1_acc: 0.7320, top5_acc: 0.9070, loss_cls: 1.0648, loss: 1.0648, grad_norm: 7.0328 2021-02-07 11:43:23,042 - mmaction - INFO - Epoch [85][2500/3757] lr: 1.000e-04, eta: 15:41:44, time: 6.391, data_time: 5.105, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8914, loss_cls: 1.0526, loss: 1.0526, grad_norm: 7.0004 2021-02-07 11:45:10,670 - mmaction - INFO - Epoch [85][2520/3757] lr: 1.000e-04, eta: 15:41:46, time: 5.382, data_time: 2.577, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8922, loss_cls: 1.0306, loss: 1.0306, grad_norm: 6.8909 2021-02-07 11:46:48,830 - mmaction - INFO - Epoch [85][2540/3757] lr: 1.000e-04, eta: 15:41:45, time: 4.908, data_time: 1.947, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9086, loss_cls: 0.9832, loss: 0.9832, grad_norm: 6.7412 2021-02-07 11:48:43,836 - mmaction - INFO - Epoch [85][2560/3757] lr: 1.000e-04, eta: 15:41:49, time: 5.750, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9000, loss_cls: 1.0392, loss: 1.0392, grad_norm: 7.0010 2021-02-07 11:49:40,300 - mmaction - INFO - Epoch [85][2580/3757] lr: 1.000e-04, eta: 15:41:38, time: 2.822, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8914, loss_cls: 1.0808, loss: 1.0808, grad_norm: 7.9667 2021-02-07 11:51:43,614 - mmaction - INFO - Epoch [85][2600/3757] lr: 1.000e-04, eta: 15:41:44, time: 6.166, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8930, loss_cls: 1.0861, loss: 1.0861, grad_norm: 7.2069 2021-02-07 11:52:17,311 - mmaction - INFO - Epoch [85][2620/3757] lr: 1.000e-04, eta: 15:41:28, time: 1.685, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9031, loss_cls: 1.0628, loss: 1.0628, grad_norm: 6.9676 2021-02-07 11:53:11,600 - mmaction - INFO - Epoch [85][2640/3757] lr: 1.000e-04, eta: 15:41:17, time: 2.714, data_time: 2.267, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9023, loss_cls: 1.0434, loss: 1.0434, grad_norm: 6.8860 2021-02-07 11:54:29,352 - mmaction - INFO - Epoch [85][2660/3757] lr: 1.000e-04, eta: 15:41:11, time: 3.889, data_time: 2.343, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8922, loss_cls: 1.0598, loss: 1.0598, grad_norm: 7.1174 2021-02-07 11:55:23,606 - mmaction - INFO - Epoch [85][2680/3757] lr: 1.000e-04, eta: 15:41:00, time: 2.713, data_time: 1.178, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8992, loss_cls: 1.0113, loss: 1.0113, grad_norm: 6.9132 2021-02-07 11:56:36,169 - mmaction - INFO - Epoch [85][2700/3757] lr: 1.000e-04, eta: 15:40:53, time: 3.628, data_time: 3.186, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8898, loss_cls: 1.0843, loss: 1.0843, grad_norm: 6.8321 2021-02-07 11:57:52,729 - mmaction - INFO - Epoch [85][2720/3757] lr: 1.000e-04, eta: 15:40:47, time: 3.828, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9086, loss_cls: 0.9625, loss: 0.9625, grad_norm: 6.6344 2021-02-07 11:59:23,418 - mmaction - INFO - Epoch [85][2740/3757] lr: 1.000e-04, eta: 15:40:45, time: 4.535, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9078, loss_cls: 1.0120, loss: 1.0120, grad_norm: 6.7439 2021-02-07 12:00:31,781 - mmaction - INFO - Epoch [85][2760/3757] lr: 1.000e-04, eta: 15:40:37, time: 3.412, data_time: 2.264, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9094, loss_cls: 1.0084, loss: 1.0084, grad_norm: 7.0332 2021-02-07 12:01:48,732 - mmaction - INFO - Epoch [85][2780/3757] lr: 1.000e-04, eta: 15:40:31, time: 3.854, data_time: 0.008, memory: 7141, top1_acc: 0.7266, top5_acc: 0.9078, loss_cls: 1.0461, loss: 1.0461, grad_norm: 7.0474 2021-02-07 12:02:44,138 - mmaction - INFO - Epoch [85][2800/3757] lr: 1.000e-04, eta: 15:40:20, time: 2.770, data_time: 1.124, memory: 7141, top1_acc: 0.7602, top5_acc: 0.9109, loss_cls: 0.9518, loss: 0.9518, grad_norm: 6.6359 2021-02-07 12:03:59,444 - mmaction - INFO - Epoch [85][2820/3757] lr: 1.000e-04, eta: 15:40:14, time: 3.765, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8844, loss_cls: 1.1426, loss: 1.1426, grad_norm: 7.0655 2021-02-07 12:05:35,190 - mmaction - INFO - Epoch [85][2840/3757] lr: 1.000e-04, eta: 15:40:13, time: 4.787, data_time: 0.728, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9086, loss_cls: 0.9977, loss: 0.9977, grad_norm: 6.9332 2021-02-07 12:06:26,615 - mmaction - INFO - Epoch [85][2860/3757] lr: 1.000e-04, eta: 15:40:01, time: 2.571, data_time: 1.120, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9039, loss_cls: 1.0317, loss: 1.0317, grad_norm: 6.9696 2021-02-07 12:07:13,314 - mmaction - INFO - Epoch [85][2880/3757] lr: 1.000e-04, eta: 15:39:48, time: 2.335, data_time: 0.758, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0944, loss: 1.0944, grad_norm: 6.9480 2021-02-07 12:08:07,643 - mmaction - INFO - Epoch [85][2900/3757] lr: 1.000e-04, eta: 15:39:37, time: 2.716, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9133, loss_cls: 0.9904, loss: 0.9904, grad_norm: 6.9749 2021-02-07 12:08:59,798 - mmaction - INFO - Epoch [85][2920/3757] lr: 1.000e-04, eta: 15:39:25, time: 2.607, data_time: 0.000, memory: 7141, top1_acc: 0.7555, top5_acc: 0.8984, loss_cls: 1.0049, loss: 1.0049, grad_norm: 6.7186 2021-02-07 12:10:17,549 - mmaction - INFO - Epoch [85][2940/3757] lr: 1.000e-04, eta: 15:39:19, time: 3.888, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8977, loss_cls: 1.0088, loss: 1.0088, grad_norm: 6.6752 2021-02-07 12:11:09,680 - mmaction - INFO - Epoch [85][2960/3757] lr: 1.000e-04, eta: 15:39:07, time: 2.606, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8852, loss_cls: 1.0919, loss: 1.0919, grad_norm: 7.1771 2021-02-07 12:12:05,471 - mmaction - INFO - Epoch [85][2980/3757] lr: 1.000e-04, eta: 15:38:56, time: 2.789, data_time: 0.953, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9881, loss: 0.9881, grad_norm: 6.9793 2021-02-07 12:13:17,302 - mmaction - INFO - Epoch [85][3000/3757] lr: 1.000e-04, eta: 15:38:49, time: 3.591, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8930, loss_cls: 1.0888, loss: 1.0888, grad_norm: 6.9499 2021-02-07 12:14:35,495 - mmaction - INFO - Epoch [85][3020/3757] lr: 1.000e-04, eta: 15:38:44, time: 3.910, data_time: 0.001, memory: 7141, top1_acc: 0.7578, top5_acc: 0.9164, loss_cls: 0.9870, loss: 0.9870, grad_norm: 6.7702 2021-02-07 12:15:24,565 - mmaction - INFO - Epoch [85][3040/3757] lr: 1.000e-04, eta: 15:38:31, time: 2.454, data_time: 0.979, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8914, loss_cls: 1.0885, loss: 1.0885, grad_norm: 6.9296 2021-02-07 12:16:30,003 - mmaction - INFO - Epoch [85][3060/3757] lr: 1.000e-04, eta: 15:38:22, time: 3.271, data_time: 1.153, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8953, loss_cls: 1.0725, loss: 1.0725, grad_norm: 6.8667 2021-02-07 12:17:47,408 - mmaction - INFO - Epoch [85][3080/3757] lr: 1.000e-04, eta: 15:38:16, time: 3.871, data_time: 1.102, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9070, loss_cls: 1.0063, loss: 1.0063, grad_norm: 6.9430 2021-02-07 12:18:33,988 - mmaction - INFO - Epoch [85][3100/3757] lr: 1.000e-04, eta: 15:38:03, time: 2.329, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.1081, loss: 1.1081, grad_norm: 7.1424 2021-02-07 12:19:26,835 - mmaction - INFO - Epoch [85][3120/3757] lr: 1.000e-04, eta: 15:37:51, time: 2.642, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8977, loss_cls: 1.0517, loss: 1.0517, grad_norm: 6.9828 2021-02-07 12:19:35,623 - mmaction - INFO - Epoch [85][3140/3757] lr: 1.000e-04, eta: 15:37:29, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9031, loss_cls: 1.0417, loss: 1.0417, grad_norm: 6.9434 2021-02-07 12:20:31,126 - mmaction - INFO - Epoch [85][3160/3757] lr: 1.000e-04, eta: 15:37:18, time: 2.776, data_time: 1.132, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9000, loss_cls: 1.0786, loss: 1.0786, grad_norm: 7.1640 2021-02-07 12:21:49,852 - mmaction - INFO - Epoch [85][3180/3757] lr: 1.000e-04, eta: 15:37:12, time: 3.936, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8883, loss_cls: 1.0405, loss: 1.0405, grad_norm: 6.9552 2021-02-07 12:23:20,204 - mmaction - INFO - Epoch [85][3200/3757] lr: 1.000e-04, eta: 15:37:10, time: 4.518, data_time: 2.457, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9016, loss_cls: 1.0071, loss: 1.0071, grad_norm: 6.9601 2021-02-07 12:24:18,574 - mmaction - INFO - Epoch [85][3220/3757] lr: 1.000e-04, eta: 15:36:59, time: 2.918, data_time: 0.996, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8969, loss_cls: 1.0752, loss: 1.0752, grad_norm: 7.0308 2021-02-07 12:25:29,287 - mmaction - INFO - Epoch [85][3240/3757] lr: 1.000e-04, eta: 15:36:52, time: 3.536, data_time: 1.044, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8945, loss_cls: 1.0388, loss: 1.0388, grad_norm: 6.7248 2021-02-07 12:26:19,810 - mmaction - INFO - Epoch [85][3260/3757] lr: 1.000e-04, eta: 15:36:39, time: 2.526, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8852, loss_cls: 1.0762, loss: 1.0762, grad_norm: 6.9739 2021-02-07 12:28:16,741 - mmaction - INFO - Epoch [85][3280/3757] lr: 1.000e-04, eta: 15:36:43, time: 5.847, data_time: 2.439, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9047, loss_cls: 1.0498, loss: 1.0498, grad_norm: 7.0996 2021-02-07 12:29:54,532 - mmaction - INFO - Epoch [85][3300/3757] lr: 1.000e-04, eta: 15:36:42, time: 4.888, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8977, loss_cls: 1.0885, loss: 1.0885, grad_norm: 7.0393 2021-02-07 12:30:33,298 - mmaction - INFO - Epoch [85][3320/3757] lr: 1.000e-04, eta: 15:36:27, time: 1.939, data_time: 0.564, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8945, loss_cls: 1.1037, loss: 1.1037, grad_norm: 7.1253 2021-02-07 12:31:37,632 - mmaction - INFO - Epoch [85][3340/3757] lr: 1.000e-04, eta: 15:36:18, time: 3.216, data_time: 2.769, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9055, loss_cls: 0.9947, loss: 0.9947, grad_norm: 6.7269 2021-02-07 12:32:45,492 - mmaction - INFO - Epoch [85][3360/3757] lr: 1.000e-04, eta: 15:36:09, time: 3.393, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9039, loss_cls: 1.0401, loss: 1.0401, grad_norm: 6.9017 2021-02-07 12:33:51,646 - mmaction - INFO - Epoch [85][3380/3757] lr: 1.000e-04, eta: 15:36:01, time: 3.308, data_time: 0.532, memory: 7141, top1_acc: 0.7633, top5_acc: 0.9094, loss_cls: 0.9639, loss: 0.9639, grad_norm: 6.5452 2021-02-07 12:34:58,818 - mmaction - INFO - Epoch [85][3400/3757] lr: 1.000e-04, eta: 15:35:52, time: 3.359, data_time: 1.913, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.0975, loss: 1.0975, grad_norm: 7.2609 2021-02-07 12:35:46,333 - mmaction - INFO - Epoch [85][3420/3757] lr: 1.000e-04, eta: 15:35:39, time: 2.376, data_time: 1.030, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.1018, loss: 1.1018, grad_norm: 7.2216 2021-02-07 12:36:57,529 - mmaction - INFO - Epoch [85][3440/3757] lr: 1.000e-04, eta: 15:35:32, time: 3.559, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8922, loss_cls: 1.0685, loss: 1.0685, grad_norm: 6.8065 2021-02-07 12:38:09,773 - mmaction - INFO - Epoch [85][3460/3757] lr: 1.000e-04, eta: 15:35:24, time: 3.613, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8945, loss_cls: 1.0725, loss: 1.0725, grad_norm: 6.9588 2021-02-07 12:39:23,812 - mmaction - INFO - Epoch [85][3480/3757] lr: 1.000e-04, eta: 15:35:18, time: 3.702, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9133, loss_cls: 1.0120, loss: 1.0120, grad_norm: 6.8333 2021-02-07 12:40:04,404 - mmaction - INFO - Epoch [85][3500/3757] lr: 1.000e-04, eta: 15:35:03, time: 2.030, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8914, loss_cls: 1.0610, loss: 1.0610, grad_norm: 6.9056 2021-02-07 12:41:33,002 - mmaction - INFO - Epoch [85][3520/3757] lr: 1.000e-04, eta: 15:34:59, time: 4.430, data_time: 1.198, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8867, loss_cls: 1.0595, loss: 1.0595, grad_norm: 6.8908 2021-02-07 12:42:46,763 - mmaction - INFO - Epoch [85][3540/3757] lr: 1.000e-04, eta: 15:34:52, time: 3.687, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8844, loss_cls: 1.1642, loss: 1.1642, grad_norm: 7.1241 2021-02-07 12:44:02,963 - mmaction - INFO - Epoch [85][3560/3757] lr: 1.000e-04, eta: 15:34:46, time: 3.810, data_time: 1.050, memory: 7141, top1_acc: 0.7539, top5_acc: 0.8938, loss_cls: 1.0075, loss: 1.0075, grad_norm: 6.6619 2021-02-07 12:45:27,347 - mmaction - INFO - Epoch [85][3580/3757] lr: 1.000e-04, eta: 15:34:42, time: 4.220, data_time: 2.347, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8859, loss_cls: 1.0720, loss: 1.0720, grad_norm: 6.8457 2021-02-07 12:46:27,473 - mmaction - INFO - Epoch [85][3600/3757] lr: 1.000e-04, eta: 15:34:31, time: 3.006, data_time: 1.078, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8875, loss_cls: 1.1083, loss: 1.1083, grad_norm: 7.1037 2021-02-07 12:48:13,700 - mmaction - INFO - Epoch [85][3620/3757] lr: 1.000e-04, eta: 15:34:32, time: 5.311, data_time: 0.004, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.1100, loss: 1.1100, grad_norm: 6.9856 2021-02-07 12:48:49,402 - mmaction - INFO - Epoch [85][3640/3757] lr: 1.000e-04, eta: 15:34:16, time: 1.785, data_time: 1.340, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9078, loss_cls: 1.0115, loss: 1.0115, grad_norm: 6.7756 2021-02-07 12:50:12,444 - mmaction - INFO - Epoch [85][3660/3757] lr: 1.000e-04, eta: 15:34:11, time: 4.152, data_time: 2.089, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9078, loss_cls: 1.0046, loss: 1.0046, grad_norm: 6.7879 2021-02-07 12:51:20,809 - mmaction - INFO - Epoch [85][3680/3757] lr: 1.000e-04, eta: 15:34:03, time: 3.419, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.1113, loss: 1.1113, grad_norm: 6.9918 2021-02-07 12:51:29,545 - mmaction - INFO - Epoch [85][3700/3757] lr: 1.000e-04, eta: 15:33:41, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8977, loss_cls: 1.0643, loss: 1.0643, grad_norm: 6.9349 2021-02-07 12:52:09,107 - mmaction - INFO - Epoch [85][3720/3757] lr: 1.000e-04, eta: 15:33:25, time: 1.978, data_time: 1.227, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8906, loss_cls: 1.0624, loss: 1.0624, grad_norm: 6.8221 2021-02-07 12:52:39,450 - mmaction - INFO - Epoch [85][3740/3757] lr: 1.000e-04, eta: 15:33:08, time: 1.517, data_time: 1.075, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9109, loss_cls: 1.0065, loss: 1.0065, grad_norm: 6.8481 2021-02-07 12:53:19,100 - mmaction - INFO - Saving checkpoint at 85 epochs 2021-02-07 12:54:25,105 - mmaction - INFO - Epoch [86][20/3757] lr: 1.000e-04, eta: 15:32:38, time: 3.267, data_time: 2.816, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8938, loss_cls: 1.0599, loss: 1.0599, grad_norm: 6.9236 2021-02-07 12:54:33,886 - mmaction - INFO - Epoch [86][40/3757] lr: 1.000e-04, eta: 15:32:16, time: 0.439, data_time: 0.004, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9055, loss_cls: 0.9627, loss: 0.9627, grad_norm: 6.5870 2021-02-07 12:54:42,629 - mmaction - INFO - Epoch [86][60/3757] lr: 1.000e-04, eta: 15:31:53, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9008, loss_cls: 1.0665, loss: 1.0665, grad_norm: 6.7700 2021-02-07 12:54:51,370 - mmaction - INFO - Epoch [86][80/3757] lr: 1.000e-04, eta: 15:31:31, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8867, loss_cls: 1.1367, loss: 1.1367, grad_norm: 6.9934 2021-02-07 12:55:00,101 - mmaction - INFO - Epoch [86][100/3757] lr: 1.000e-04, eta: 15:31:08, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8898, loss_cls: 1.0552, loss: 1.0552, grad_norm: 6.7598 2021-02-07 12:55:08,858 - mmaction - INFO - Epoch [86][120/3757] lr: 1.000e-04, eta: 15:30:46, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8992, loss_cls: 1.0320, loss: 1.0320, grad_norm: 6.7981 2021-02-07 12:55:17,597 - mmaction - INFO - Epoch [86][140/3757] lr: 1.000e-04, eta: 15:30:23, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7562, top5_acc: 0.9016, loss_cls: 0.9927, loss: 0.9927, grad_norm: 6.8198 2021-02-07 12:55:26,397 - mmaction - INFO - Epoch [86][160/3757] lr: 1.000e-04, eta: 15:30:01, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8906, loss_cls: 1.0583, loss: 1.0583, grad_norm: 7.0656 2021-02-07 12:55:35,228 - mmaction - INFO - Epoch [86][180/3757] lr: 1.000e-04, eta: 15:29:38, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9070, loss_cls: 1.0234, loss: 1.0234, grad_norm: 7.0758 2021-02-07 12:55:44,008 - mmaction - INFO - Epoch [86][200/3757] lr: 1.000e-04, eta: 15:29:16, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9148, loss_cls: 0.9711, loss: 0.9711, grad_norm: 7.0155 2021-02-07 12:55:52,868 - mmaction - INFO - Epoch [86][220/3757] lr: 1.000e-04, eta: 15:28:53, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8969, loss_cls: 1.0502, loss: 1.0502, grad_norm: 6.7347 2021-02-07 12:56:01,640 - mmaction - INFO - Epoch [86][240/3757] lr: 1.000e-04, eta: 15:28:31, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.0681, loss: 1.0681, grad_norm: 7.1404 2021-02-07 12:56:10,448 - mmaction - INFO - Epoch [86][260/3757] lr: 1.000e-04, eta: 15:28:08, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8891, loss_cls: 1.0880, loss: 1.0880, grad_norm: 7.2430 2021-02-07 12:56:19,250 - mmaction - INFO - Epoch [86][280/3757] lr: 1.000e-04, eta: 15:27:46, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8945, loss_cls: 1.0840, loss: 1.0840, grad_norm: 6.9622 2021-02-07 12:56:28,083 - mmaction - INFO - Epoch [86][300/3757] lr: 1.000e-04, eta: 15:27:23, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8859, loss_cls: 1.0669, loss: 1.0669, grad_norm: 6.9386 2021-02-07 12:56:36,875 - mmaction - INFO - Epoch [86][320/3757] lr: 1.000e-04, eta: 15:27:01, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8953, loss_cls: 1.0925, loss: 1.0925, grad_norm: 6.9705 2021-02-07 12:56:45,701 - mmaction - INFO - Epoch [86][340/3757] lr: 1.000e-04, eta: 15:26:38, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9109, loss_cls: 1.0161, loss: 1.0161, grad_norm: 6.7289 2021-02-07 12:56:54,522 - mmaction - INFO - Epoch [86][360/3757] lr: 1.000e-04, eta: 15:26:16, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8969, loss_cls: 1.0748, loss: 1.0748, grad_norm: 6.8506 2021-02-07 12:57:03,356 - mmaction - INFO - Epoch [86][380/3757] lr: 1.000e-04, eta: 15:25:53, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8977, loss_cls: 1.0659, loss: 1.0659, grad_norm: 6.7364 2021-02-07 12:57:12,199 - mmaction - INFO - Epoch [86][400/3757] lr: 1.000e-04, eta: 15:25:31, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7648, top5_acc: 0.8945, loss_cls: 1.0076, loss: 1.0076, grad_norm: 6.7735 2021-02-07 12:57:21,042 - mmaction - INFO - Epoch [86][420/3757] lr: 1.000e-04, eta: 15:25:09, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 0.9974, loss: 0.9974, grad_norm: 6.8186 2021-02-07 12:57:29,865 - mmaction - INFO - Epoch [86][440/3757] lr: 1.000e-04, eta: 15:24:46, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9008, loss_cls: 1.0069, loss: 1.0069, grad_norm: 7.0373 2021-02-07 12:57:38,713 - mmaction - INFO - Epoch [86][460/3757] lr: 1.000e-04, eta: 15:24:24, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.9055, loss_cls: 1.0468, loss: 1.0468, grad_norm: 6.9311 2021-02-07 12:57:47,558 - mmaction - INFO - Epoch [86][480/3757] lr: 1.000e-04, eta: 15:24:01, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8898, loss_cls: 1.1114, loss: 1.1114, grad_norm: 7.1134 2021-02-07 12:57:56,463 - mmaction - INFO - Epoch [86][500/3757] lr: 1.000e-04, eta: 15:23:39, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7570, top5_acc: 0.9070, loss_cls: 0.9554, loss: 0.9554, grad_norm: 6.7696 2021-02-07 12:58:05,317 - mmaction - INFO - Epoch [86][520/3757] lr: 1.000e-04, eta: 15:23:16, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9078, loss_cls: 0.9858, loss: 0.9858, grad_norm: 6.7098 2021-02-07 12:58:14,166 - mmaction - INFO - Epoch [86][540/3757] lr: 1.000e-04, eta: 15:22:54, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7203, top5_acc: 0.9000, loss_cls: 1.1178, loss: 1.1178, grad_norm: 7.1781 2021-02-07 12:58:23,082 - mmaction - INFO - Epoch [86][560/3757] lr: 1.000e-04, eta: 15:22:31, time: 0.446, data_time: 0.002, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 1.0021, loss: 1.0021, grad_norm: 6.8076 2021-02-07 12:58:31,852 - mmaction - INFO - Epoch [86][580/3757] lr: 1.000e-04, eta: 15:22:09, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9070, loss_cls: 1.0474, loss: 1.0474, grad_norm: 7.0182 2021-02-07 12:58:40,639 - mmaction - INFO - Epoch [86][600/3757] lr: 1.000e-04, eta: 15:21:47, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.9031, loss_cls: 1.0704, loss: 1.0704, grad_norm: 7.1533 2021-02-07 12:58:49,484 - mmaction - INFO - Epoch [86][620/3757] lr: 1.000e-04, eta: 15:21:24, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8891, loss_cls: 1.0781, loss: 1.0781, grad_norm: 7.0073 2021-02-07 12:58:58,331 - mmaction - INFO - Epoch [86][640/3757] lr: 1.000e-04, eta: 15:21:02, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9016, loss_cls: 0.9903, loss: 0.9903, grad_norm: 6.6315 2021-02-07 12:59:07,159 - mmaction - INFO - Epoch [86][660/3757] lr: 1.000e-04, eta: 15:20:39, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7648, top5_acc: 0.9180, loss_cls: 0.9344, loss: 0.9344, grad_norm: 6.8452 2021-02-07 12:59:16,007 - mmaction - INFO - Epoch [86][680/3757] lr: 1.000e-04, eta: 15:20:17, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9094, loss_cls: 0.9835, loss: 0.9835, grad_norm: 6.7728 2021-02-07 12:59:24,894 - mmaction - INFO - Epoch [86][700/3757] lr: 1.000e-04, eta: 15:19:55, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8977, loss_cls: 1.1012, loss: 1.1012, grad_norm: 7.1488 2021-02-07 12:59:33,661 - mmaction - INFO - Epoch [86][720/3757] lr: 1.000e-04, eta: 15:19:32, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8961, loss_cls: 1.0350, loss: 1.0350, grad_norm: 6.9887 2021-02-07 12:59:42,551 - mmaction - INFO - Epoch [86][740/3757] lr: 1.000e-04, eta: 15:19:10, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8953, loss_cls: 1.0748, loss: 1.0748, grad_norm: 7.1244 2021-02-07 12:59:51,402 - mmaction - INFO - Epoch [86][760/3757] lr: 1.000e-04, eta: 15:18:47, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9023, loss_cls: 1.0768, loss: 1.0768, grad_norm: 7.1656 2021-02-07 13:00:00,206 - mmaction - INFO - Epoch [86][780/3757] lr: 1.000e-04, eta: 15:18:25, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.1242, loss: 1.1242, grad_norm: 7.0246 2021-02-07 13:00:09,060 - mmaction - INFO - Epoch [86][800/3757] lr: 1.000e-04, eta: 15:18:02, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8992, loss_cls: 1.0587, loss: 1.0587, grad_norm: 7.0276 2021-02-07 13:00:17,929 - mmaction - INFO - Epoch [86][820/3757] lr: 1.000e-04, eta: 15:17:40, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9172, loss_cls: 0.9843, loss: 0.9843, grad_norm: 6.7518 2021-02-07 13:00:26,757 - mmaction - INFO - Epoch [86][840/3757] lr: 1.000e-04, eta: 15:17:18, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9039, loss_cls: 1.0248, loss: 1.0248, grad_norm: 6.9627 2021-02-07 13:00:35,612 - mmaction - INFO - Epoch [86][860/3757] lr: 1.000e-04, eta: 15:16:55, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8977, loss_cls: 1.0336, loss: 1.0336, grad_norm: 7.0892 2021-02-07 13:00:44,426 - mmaction - INFO - Epoch [86][880/3757] lr: 1.000e-04, eta: 15:16:33, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8906, loss_cls: 1.0719, loss: 1.0719, grad_norm: 7.0403 2021-02-07 13:00:53,226 - mmaction - INFO - Epoch [86][900/3757] lr: 1.000e-04, eta: 15:16:11, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8961, loss_cls: 1.0921, loss: 1.0921, grad_norm: 6.9601 2021-02-07 13:01:02,079 - mmaction - INFO - Epoch [86][920/3757] lr: 1.000e-04, eta: 15:15:48, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8898, loss_cls: 1.0720, loss: 1.0720, grad_norm: 6.9409 2021-02-07 13:01:10,929 - mmaction - INFO - Epoch [86][940/3757] lr: 1.000e-04, eta: 15:15:26, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8914, loss_cls: 1.0957, loss: 1.0957, grad_norm: 7.0451 2021-02-07 13:01:19,814 - mmaction - INFO - Epoch [86][960/3757] lr: 1.000e-04, eta: 15:15:03, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8914, loss_cls: 1.0753, loss: 1.0753, grad_norm: 7.1254 2021-02-07 13:01:28,663 - mmaction - INFO - Epoch [86][980/3757] lr: 1.000e-04, eta: 15:14:41, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.8977, loss_cls: 1.0465, loss: 1.0465, grad_norm: 6.9018 2021-02-07 13:01:37,500 - mmaction - INFO - Epoch [86][1000/3757] lr: 1.000e-04, eta: 15:14:19, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9023, loss_cls: 1.0352, loss: 1.0352, grad_norm: 6.9628 2021-02-07 13:01:46,317 - mmaction - INFO - Epoch [86][1020/3757] lr: 1.000e-04, eta: 15:13:56, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9031, loss_cls: 1.0474, loss: 1.0474, grad_norm: 7.1136 2021-02-07 13:01:55,168 - mmaction - INFO - Epoch [86][1040/3757] lr: 1.000e-04, eta: 15:13:34, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8977, loss_cls: 1.0915, loss: 1.0915, grad_norm: 6.9746 2021-02-07 13:02:04,058 - mmaction - INFO - Epoch [86][1060/3757] lr: 1.000e-04, eta: 15:13:11, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9008, loss_cls: 0.9740, loss: 0.9740, grad_norm: 6.7578 2021-02-07 13:02:12,922 - mmaction - INFO - Epoch [86][1080/3757] lr: 1.000e-04, eta: 15:12:49, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7047, top5_acc: 0.8875, loss_cls: 1.1264, loss: 1.1264, grad_norm: 7.2850 2021-02-07 13:02:21,763 - mmaction - INFO - Epoch [86][1100/3757] lr: 1.000e-04, eta: 15:12:27, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7586, top5_acc: 0.9086, loss_cls: 1.0102, loss: 1.0102, grad_norm: 6.9211 2021-02-07 13:02:30,636 - mmaction - INFO - Epoch [86][1120/3757] lr: 1.000e-04, eta: 15:12:04, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9094, loss_cls: 0.9884, loss: 0.9884, grad_norm: 6.8030 2021-02-07 13:02:39,480 - mmaction - INFO - Epoch [86][1140/3757] lr: 1.000e-04, eta: 15:11:42, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8930, loss_cls: 0.9974, loss: 0.9974, grad_norm: 6.7168 2021-02-07 13:02:48,389 - mmaction - INFO - Epoch [86][1160/3757] lr: 1.000e-04, eta: 15:11:20, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7758, top5_acc: 0.9125, loss_cls: 0.9387, loss: 0.9387, grad_norm: 6.4406 2021-02-07 13:02:57,213 - mmaction - INFO - Epoch [86][1180/3757] lr: 1.000e-04, eta: 15:10:57, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9086, loss_cls: 0.9831, loss: 0.9831, grad_norm: 6.8278 2021-02-07 13:03:06,141 - mmaction - INFO - Epoch [86][1200/3757] lr: 1.000e-04, eta: 15:10:35, time: 0.446, data_time: 0.004, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8867, loss_cls: 1.0466, loss: 1.0466, grad_norm: 6.9213 2021-02-07 13:03:14,960 - mmaction - INFO - Epoch [86][1220/3757] lr: 1.000e-04, eta: 15:10:13, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.9023, loss_cls: 1.0466, loss: 1.0466, grad_norm: 6.8987 2021-02-07 13:03:23,770 - mmaction - INFO - Epoch [86][1240/3757] lr: 1.000e-04, eta: 15:09:50, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8898, loss_cls: 1.0666, loss: 1.0666, grad_norm: 7.0477 2021-02-07 13:03:32,597 - mmaction - INFO - Epoch [86][1260/3757] lr: 1.000e-04, eta: 15:09:28, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8938, loss_cls: 0.9995, loss: 0.9995, grad_norm: 6.9004 2021-02-07 13:03:41,476 - mmaction - INFO - Epoch [86][1280/3757] lr: 1.000e-04, eta: 15:09:06, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.9055, loss_cls: 1.0428, loss: 1.0428, grad_norm: 6.8611 2021-02-07 13:03:50,306 - mmaction - INFO - Epoch [86][1300/3757] lr: 1.000e-04, eta: 15:08:43, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9000, loss_cls: 1.0175, loss: 1.0175, grad_norm: 6.8219 2021-02-07 13:03:59,147 - mmaction - INFO - Epoch [86][1320/3757] lr: 1.000e-04, eta: 15:08:21, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7516, top5_acc: 0.8977, loss_cls: 1.0346, loss: 1.0346, grad_norm: 6.7059 2021-02-07 13:04:07,961 - mmaction - INFO - Epoch [86][1340/3757] lr: 1.000e-04, eta: 15:07:59, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9031, loss_cls: 0.9795, loss: 0.9795, grad_norm: 6.8498 2021-02-07 13:04:16,772 - mmaction - INFO - Epoch [86][1360/3757] lr: 1.000e-04, eta: 15:07:36, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9070, loss_cls: 0.9823, loss: 0.9823, grad_norm: 6.8142 2021-02-07 13:04:25,571 - mmaction - INFO - Epoch [86][1380/3757] lr: 1.000e-04, eta: 15:07:14, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.8945, loss_cls: 1.0249, loss: 1.0249, grad_norm: 6.7983 2021-02-07 13:04:34,387 - mmaction - INFO - Epoch [86][1400/3757] lr: 1.000e-04, eta: 15:06:52, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9070, loss_cls: 1.0012, loss: 1.0012, grad_norm: 6.8910 2021-02-07 13:04:43,221 - mmaction - INFO - Epoch [86][1420/3757] lr: 1.000e-04, eta: 15:06:29, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8961, loss_cls: 1.0423, loss: 1.0423, grad_norm: 7.0656 2021-02-07 13:04:52,053 - mmaction - INFO - Epoch [86][1440/3757] lr: 1.000e-04, eta: 15:06:07, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8914, loss_cls: 1.0929, loss: 1.0929, grad_norm: 7.0142 2021-02-07 13:05:00,882 - mmaction - INFO - Epoch [86][1460/3757] lr: 1.000e-04, eta: 15:05:45, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7656, top5_acc: 0.8992, loss_cls: 1.0052, loss: 1.0052, grad_norm: 6.8434 2021-02-07 13:05:09,697 - mmaction - INFO - Epoch [86][1480/3757] lr: 1.000e-04, eta: 15:05:22, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7586, top5_acc: 0.8992, loss_cls: 1.0419, loss: 1.0419, grad_norm: 7.0071 2021-02-07 13:05:18,502 - mmaction - INFO - Epoch [86][1500/3757] lr: 1.000e-04, eta: 15:05:00, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8961, loss_cls: 1.0387, loss: 1.0387, grad_norm: 6.8154 2021-02-07 13:05:27,402 - mmaction - INFO - Epoch [86][1520/3757] lr: 1.000e-04, eta: 15:04:38, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8883, loss_cls: 1.0819, loss: 1.0819, grad_norm: 6.8290 2021-02-07 13:06:06,225 - mmaction - INFO - Epoch [86][1540/3757] lr: 1.000e-04, eta: 15:04:22, time: 1.941, data_time: 1.502, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9078, loss_cls: 0.9842, loss: 0.9842, grad_norm: 6.7070 2021-02-07 13:06:15,006 - mmaction - INFO - Epoch [86][1560/3757] lr: 1.000e-04, eta: 15:04:00, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9031, loss_cls: 1.0158, loss: 1.0158, grad_norm: 6.8820 2021-02-07 13:06:23,771 - mmaction - INFO - Epoch [86][1580/3757] lr: 1.000e-04, eta: 15:03:37, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9062, loss_cls: 1.0647, loss: 1.0647, grad_norm: 7.0220 2021-02-07 13:06:32,544 - mmaction - INFO - Epoch [86][1600/3757] lr: 1.000e-04, eta: 15:03:15, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7562, top5_acc: 0.9008, loss_cls: 1.0224, loss: 1.0224, grad_norm: 6.6840 2021-02-07 13:06:41,312 - mmaction - INFO - Epoch [86][1620/3757] lr: 1.000e-04, eta: 15:02:53, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8906, loss_cls: 1.0798, loss: 1.0798, grad_norm: 7.0960 2021-02-07 13:06:50,158 - mmaction - INFO - Epoch [86][1640/3757] lr: 1.000e-04, eta: 15:02:31, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7648, top5_acc: 0.9102, loss_cls: 0.9711, loss: 0.9711, grad_norm: 6.7504 2021-02-07 13:06:58,930 - mmaction - INFO - Epoch [86][1660/3757] lr: 1.000e-04, eta: 15:02:08, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7578, top5_acc: 0.8930, loss_cls: 1.0461, loss: 1.0461, grad_norm: 6.6700 2021-02-07 13:07:07,808 - mmaction - INFO - Epoch [86][1680/3757] lr: 1.000e-04, eta: 15:01:46, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9070, loss_cls: 1.0258, loss: 1.0258, grad_norm: 6.7437 2021-02-07 13:07:16,628 - mmaction - INFO - Epoch [86][1700/3757] lr: 1.000e-04, eta: 15:01:24, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7531, top5_acc: 0.8984, loss_cls: 1.0188, loss: 1.0188, grad_norm: 6.6787 2021-02-07 13:07:25,482 - mmaction - INFO - Epoch [86][1720/3757] lr: 1.000e-04, eta: 15:01:01, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8992, loss_cls: 1.0603, loss: 1.0603, grad_norm: 7.0694 2021-02-07 13:07:34,298 - mmaction - INFO - Epoch [86][1740/3757] lr: 1.000e-04, eta: 15:00:39, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8984, loss_cls: 1.0552, loss: 1.0552, grad_norm: 7.1465 2021-02-07 13:07:43,111 - mmaction - INFO - Epoch [86][1760/3757] lr: 1.000e-04, eta: 15:00:17, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8953, loss_cls: 1.0932, loss: 1.0932, grad_norm: 7.0783 2021-02-07 13:07:51,934 - mmaction - INFO - Epoch [86][1780/3757] lr: 1.000e-04, eta: 14:59:54, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9039, loss_cls: 1.0274, loss: 1.0274, grad_norm: 6.7009 2021-02-07 13:08:00,783 - mmaction - INFO - Epoch [86][1800/3757] lr: 1.000e-04, eta: 14:59:32, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.1081, loss: 1.1081, grad_norm: 7.1800 2021-02-07 13:08:09,659 - mmaction - INFO - Epoch [86][1820/3757] lr: 1.000e-04, eta: 14:59:10, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9047, loss_cls: 1.0125, loss: 1.0125, grad_norm: 7.0815 2021-02-07 13:08:18,533 - mmaction - INFO - Epoch [86][1840/3757] lr: 1.000e-04, eta: 14:58:48, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8852, loss_cls: 1.1385, loss: 1.1385, grad_norm: 7.0998 2021-02-07 13:08:27,352 - mmaction - INFO - Epoch [86][1860/3757] lr: 1.000e-04, eta: 14:58:25, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.0864, loss: 1.0864, grad_norm: 7.1135 2021-02-07 13:08:36,231 - mmaction - INFO - Epoch [86][1880/3757] lr: 1.000e-04, eta: 14:58:03, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8938, loss_cls: 1.0455, loss: 1.0455, grad_norm: 6.7866 2021-02-07 13:08:45,072 - mmaction - INFO - Epoch [86][1900/3757] lr: 1.000e-04, eta: 14:57:41, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8984, loss_cls: 1.0060, loss: 1.0060, grad_norm: 6.8315 2021-02-07 13:08:53,893 - mmaction - INFO - Epoch [86][1920/3757] lr: 1.000e-04, eta: 14:57:18, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8953, loss_cls: 1.0645, loss: 1.0645, grad_norm: 6.8627 2021-02-07 13:09:02,683 - mmaction - INFO - Epoch [86][1940/3757] lr: 1.000e-04, eta: 14:56:56, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8961, loss_cls: 1.1246, loss: 1.1246, grad_norm: 7.2180 2021-02-07 13:09:11,545 - mmaction - INFO - Epoch [86][1960/3757] lr: 1.000e-04, eta: 14:56:34, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.9086, loss_cls: 1.0810, loss: 1.0810, grad_norm: 7.3252 2021-02-07 13:09:20,397 - mmaction - INFO - Epoch [86][1980/3757] lr: 1.000e-04, eta: 14:56:12, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8914, loss_cls: 1.0567, loss: 1.0567, grad_norm: 6.7934 2021-02-07 13:09:29,223 - mmaction - INFO - Epoch [86][2000/3757] lr: 1.000e-04, eta: 14:55:49, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9000, loss_cls: 1.0637, loss: 1.0637, grad_norm: 6.9408 2021-02-07 13:09:38,019 - mmaction - INFO - Epoch [86][2020/3757] lr: 1.000e-04, eta: 14:55:27, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7602, top5_acc: 0.9148, loss_cls: 0.9586, loss: 0.9586, grad_norm: 6.7144 2021-02-07 13:09:46,828 - mmaction - INFO - Epoch [86][2040/3757] lr: 1.000e-04, eta: 14:55:05, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9039, loss_cls: 1.0344, loss: 1.0344, grad_norm: 6.7952 2021-02-07 13:09:55,696 - mmaction - INFO - Epoch [86][2060/3757] lr: 1.000e-04, eta: 14:54:43, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.1307, loss: 1.1307, grad_norm: 7.0120 2021-02-07 13:10:04,512 - mmaction - INFO - Epoch [86][2080/3757] lr: 1.000e-04, eta: 14:54:20, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8992, loss_cls: 1.0746, loss: 1.0746, grad_norm: 7.0806 2021-02-07 13:10:13,337 - mmaction - INFO - Epoch [86][2100/3757] lr: 1.000e-04, eta: 14:53:58, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7648, top5_acc: 0.8914, loss_cls: 1.0167, loss: 1.0167, grad_norm: 6.5580 2021-02-07 13:10:22,139 - mmaction - INFO - Epoch [86][2120/3757] lr: 1.000e-04, eta: 14:53:36, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9070, loss_cls: 0.9937, loss: 0.9937, grad_norm: 6.6774 2021-02-07 13:10:30,978 - mmaction - INFO - Epoch [86][2140/3757] lr: 1.000e-04, eta: 14:53:13, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8969, loss_cls: 1.0427, loss: 1.0427, grad_norm: 7.1735 2021-02-07 13:10:39,845 - mmaction - INFO - Epoch [86][2160/3757] lr: 1.000e-04, eta: 14:52:51, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7602, top5_acc: 0.8922, loss_cls: 1.0336, loss: 1.0336, grad_norm: 6.7075 2021-02-07 13:10:48,671 - mmaction - INFO - Epoch [86][2180/3757] lr: 1.000e-04, eta: 14:52:29, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8938, loss_cls: 1.0497, loss: 1.0497, grad_norm: 6.8078 2021-02-07 13:10:57,491 - mmaction - INFO - Epoch [86][2200/3757] lr: 1.000e-04, eta: 14:52:07, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9016, loss_cls: 0.9956, loss: 0.9956, grad_norm: 6.6549 2021-02-07 13:11:06,388 - mmaction - INFO - Epoch [86][2220/3757] lr: 1.000e-04, eta: 14:51:44, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8953, loss_cls: 1.0929, loss: 1.0929, grad_norm: 7.1070 2021-02-07 13:11:15,229 - mmaction - INFO - Epoch [86][2240/3757] lr: 1.000e-04, eta: 14:51:22, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.0974, loss: 1.0974, grad_norm: 6.9091 2021-02-07 13:11:24,087 - mmaction - INFO - Epoch [86][2260/3757] lr: 1.000e-04, eta: 14:51:00, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9000, loss_cls: 1.0618, loss: 1.0618, grad_norm: 6.7167 2021-02-07 13:11:32,941 - mmaction - INFO - Epoch [86][2280/3757] lr: 1.000e-04, eta: 14:50:38, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8891, loss_cls: 1.0712, loss: 1.0712, grad_norm: 7.0108 2021-02-07 13:11:41,770 - mmaction - INFO - Epoch [86][2300/3757] lr: 1.000e-04, eta: 14:50:16, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0986, loss: 1.0986, grad_norm: 7.1433 2021-02-07 13:11:50,583 - mmaction - INFO - Epoch [86][2320/3757] lr: 1.000e-04, eta: 14:49:53, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7602, top5_acc: 0.9102, loss_cls: 0.9796, loss: 0.9796, grad_norm: 6.7263 2021-02-07 13:11:59,397 - mmaction - INFO - Epoch [86][2340/3757] lr: 1.000e-04, eta: 14:49:31, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9078, loss_cls: 0.9896, loss: 0.9896, grad_norm: 6.8117 2021-02-07 13:12:08,241 - mmaction - INFO - Epoch [86][2360/3757] lr: 1.000e-04, eta: 14:49:09, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9000, loss_cls: 1.0547, loss: 1.0547, grad_norm: 6.9353 2021-02-07 13:12:17,034 - mmaction - INFO - Epoch [86][2380/3757] lr: 1.000e-04, eta: 14:48:47, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9031, loss_cls: 0.9970, loss: 0.9970, grad_norm: 6.7006 2021-02-07 13:12:25,866 - mmaction - INFO - Epoch [86][2400/3757] lr: 1.000e-04, eta: 14:48:24, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.9062, loss_cls: 1.0530, loss: 1.0530, grad_norm: 7.1079 2021-02-07 13:12:34,685 - mmaction - INFO - Epoch [86][2420/3757] lr: 1.000e-04, eta: 14:48:02, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7648, top5_acc: 0.9195, loss_cls: 0.9116, loss: 0.9116, grad_norm: 6.4594 2021-02-07 13:12:43,530 - mmaction - INFO - Epoch [86][2440/3757] lr: 1.000e-04, eta: 14:47:40, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8898, loss_cls: 1.1363, loss: 1.1363, grad_norm: 7.2824 2021-02-07 13:12:52,389 - mmaction - INFO - Epoch [86][2460/3757] lr: 1.000e-04, eta: 14:47:18, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.9023, loss_cls: 1.0902, loss: 1.0902, grad_norm: 6.9345 2021-02-07 13:13:01,174 - mmaction - INFO - Epoch [86][2480/3757] lr: 1.000e-04, eta: 14:46:55, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8953, loss_cls: 1.0257, loss: 1.0257, grad_norm: 6.6707 2021-02-07 13:13:10,070 - mmaction - INFO - Epoch [86][2500/3757] lr: 1.000e-04, eta: 14:46:33, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8938, loss_cls: 1.0707, loss: 1.0707, grad_norm: 6.8519 2021-02-07 13:13:18,913 - mmaction - INFO - Epoch [86][2520/3757] lr: 1.000e-04, eta: 14:46:11, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8938, loss_cls: 1.0759, loss: 1.0759, grad_norm: 6.7720 2021-02-07 13:13:27,749 - mmaction - INFO - Epoch [86][2540/3757] lr: 1.000e-04, eta: 14:45:49, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0094, loss: 1.0094, grad_norm: 6.8334 2021-02-07 13:13:36,582 - mmaction - INFO - Epoch [86][2560/3757] lr: 1.000e-04, eta: 14:45:27, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7578, top5_acc: 0.9047, loss_cls: 0.9584, loss: 0.9584, grad_norm: 6.6436 2021-02-07 13:13:45,344 - mmaction - INFO - Epoch [86][2580/3757] lr: 1.000e-04, eta: 14:45:04, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8914, loss_cls: 1.0809, loss: 1.0809, grad_norm: 7.2607 2021-02-07 13:13:54,155 - mmaction - INFO - Epoch [86][2600/3757] lr: 1.000e-04, eta: 14:44:42, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8953, loss_cls: 1.0774, loss: 1.0774, grad_norm: 7.0016 2021-02-07 13:14:02,984 - mmaction - INFO - Epoch [86][2620/3757] lr: 1.000e-04, eta: 14:44:20, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9016, loss_cls: 1.0102, loss: 1.0102, grad_norm: 6.9876 2021-02-07 13:14:11,828 - mmaction - INFO - Epoch [86][2640/3757] lr: 1.000e-04, eta: 14:43:58, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9070, loss_cls: 1.0247, loss: 1.0247, grad_norm: 7.0634 2021-02-07 13:14:20,704 - mmaction - INFO - Epoch [86][2660/3757] lr: 1.000e-04, eta: 14:43:36, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8891, loss_cls: 1.0964, loss: 1.0964, grad_norm: 7.3203 2021-02-07 13:14:29,626 - mmaction - INFO - Epoch [86][2680/3757] lr: 1.000e-04, eta: 14:43:13, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8844, loss_cls: 1.1104, loss: 1.1104, grad_norm: 7.0651 2021-02-07 13:14:38,454 - mmaction - INFO - Epoch [86][2700/3757] lr: 1.000e-04, eta: 14:42:51, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8984, loss_cls: 1.0520, loss: 1.0520, grad_norm: 6.7424 2021-02-07 13:14:47,306 - mmaction - INFO - Epoch [86][2720/3757] lr: 1.000e-04, eta: 14:42:29, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8930, loss_cls: 1.0689, loss: 1.0689, grad_norm: 6.9880 2021-02-07 13:14:56,154 - mmaction - INFO - Epoch [86][2740/3757] lr: 1.000e-04, eta: 14:42:07, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9062, loss_cls: 0.9814, loss: 0.9814, grad_norm: 6.8912 2021-02-07 13:15:05,008 - mmaction - INFO - Epoch [86][2760/3757] lr: 1.000e-04, eta: 14:41:45, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.9047, loss_cls: 1.0051, loss: 1.0051, grad_norm: 6.9602 2021-02-07 13:15:13,888 - mmaction - INFO - Epoch [86][2780/3757] lr: 1.000e-04, eta: 14:41:23, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8953, loss_cls: 1.0491, loss: 1.0491, grad_norm: 6.9337 2021-02-07 13:15:22,722 - mmaction - INFO - Epoch [86][2800/3757] lr: 1.000e-04, eta: 14:41:00, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9086, loss_cls: 0.9645, loss: 0.9645, grad_norm: 6.6924 2021-02-07 13:15:31,580 - mmaction - INFO - Epoch [86][2820/3757] lr: 1.000e-04, eta: 14:40:38, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8984, loss_cls: 1.0343, loss: 1.0343, grad_norm: 6.6443 2021-02-07 13:15:40,454 - mmaction - INFO - Epoch [86][2840/3757] lr: 1.000e-04, eta: 14:40:16, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8969, loss_cls: 1.0641, loss: 1.0641, grad_norm: 7.0397 2021-02-07 13:15:49,296 - mmaction - INFO - Epoch [86][2860/3757] lr: 1.000e-04, eta: 14:39:54, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.9023, loss_cls: 1.0517, loss: 1.0517, grad_norm: 7.0878 2021-02-07 13:15:58,085 - mmaction - INFO - Epoch [86][2880/3757] lr: 1.000e-04, eta: 14:39:32, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8953, loss_cls: 1.1285, loss: 1.1285, grad_norm: 7.2850 2021-02-07 13:16:06,897 - mmaction - INFO - Epoch [86][2900/3757] lr: 1.000e-04, eta: 14:39:09, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9133, loss_cls: 0.9538, loss: 0.9538, grad_norm: 6.7846 2021-02-07 13:16:15,685 - mmaction - INFO - Epoch [86][2920/3757] lr: 1.000e-04, eta: 14:38:47, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8984, loss_cls: 1.0944, loss: 1.0944, grad_norm: 6.9683 2021-02-07 13:16:24,519 - mmaction - INFO - Epoch [86][2940/3757] lr: 1.000e-04, eta: 14:38:25, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9031, loss_cls: 1.0484, loss: 1.0484, grad_norm: 6.6940 2021-02-07 13:16:33,343 - mmaction - INFO - Epoch [86][2960/3757] lr: 1.000e-04, eta: 14:38:03, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8961, loss_cls: 1.0933, loss: 1.0933, grad_norm: 7.1115 2021-02-07 13:16:42,192 - mmaction - INFO - Epoch [86][2980/3757] lr: 1.000e-04, eta: 14:37:41, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8961, loss_cls: 1.0839, loss: 1.0839, grad_norm: 7.0107 2021-02-07 13:16:51,086 - mmaction - INFO - Epoch [86][3000/3757] lr: 1.000e-04, eta: 14:37:19, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8891, loss_cls: 1.1062, loss: 1.1062, grad_norm: 7.0737 2021-02-07 13:16:59,908 - mmaction - INFO - Epoch [86][3020/3757] lr: 1.000e-04, eta: 14:36:57, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7602, top5_acc: 0.9141, loss_cls: 0.9812, loss: 0.9812, grad_norm: 6.7655 2021-02-07 13:17:08,770 - mmaction - INFO - Epoch [86][3040/3757] lr: 1.000e-04, eta: 14:36:34, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8836, loss_cls: 1.0975, loss: 1.0975, grad_norm: 7.0414 2021-02-07 13:17:17,600 - mmaction - INFO - Epoch [86][3060/3757] lr: 1.000e-04, eta: 14:36:12, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7570, top5_acc: 0.8984, loss_cls: 1.0266, loss: 1.0266, grad_norm: 6.8023 2021-02-07 13:17:26,440 - mmaction - INFO - Epoch [86][3080/3757] lr: 1.000e-04, eta: 14:35:50, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9070, loss_cls: 1.0037, loss: 1.0037, grad_norm: 6.8770 2021-02-07 13:17:35,246 - mmaction - INFO - Epoch [86][3100/3757] lr: 1.000e-04, eta: 14:35:28, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.9000, loss_cls: 1.0919, loss: 1.0919, grad_norm: 7.1593 2021-02-07 13:17:44,053 - mmaction - INFO - Epoch [86][3120/3757] lr: 1.000e-04, eta: 14:35:06, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7664, top5_acc: 0.9125, loss_cls: 0.9699, loss: 0.9699, grad_norm: 6.7278 2021-02-07 13:17:52,926 - mmaction - INFO - Epoch [86][3140/3757] lr: 1.000e-04, eta: 14:34:44, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1321, loss: 1.1321, grad_norm: 7.0470 2021-02-07 13:18:01,765 - mmaction - INFO - Epoch [86][3160/3757] lr: 1.000e-04, eta: 14:34:21, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.9008, loss_cls: 1.0786, loss: 1.0786, grad_norm: 7.2858 2021-02-07 13:18:10,612 - mmaction - INFO - Epoch [86][3180/3757] lr: 1.000e-04, eta: 14:33:59, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8977, loss_cls: 0.9969, loss: 0.9969, grad_norm: 6.6859 2021-02-07 13:18:19,450 - mmaction - INFO - Epoch [86][3200/3757] lr: 1.000e-04, eta: 14:33:37, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8875, loss_cls: 1.1178, loss: 1.1178, grad_norm: 6.9763 2021-02-07 13:18:28,296 - mmaction - INFO - Epoch [86][3220/3757] lr: 1.000e-04, eta: 14:33:15, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8930, loss_cls: 1.1194, loss: 1.1194, grad_norm: 7.1068 2021-02-07 13:18:37,124 - mmaction - INFO - Epoch [86][3240/3757] lr: 1.000e-04, eta: 14:32:53, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9055, loss_cls: 1.0276, loss: 1.0276, grad_norm: 7.0178 2021-02-07 13:18:45,964 - mmaction - INFO - Epoch [86][3260/3757] lr: 1.000e-04, eta: 14:32:31, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8969, loss_cls: 1.0229, loss: 1.0229, grad_norm: 7.0191 2021-02-07 13:18:54,804 - mmaction - INFO - Epoch [86][3280/3757] lr: 1.000e-04, eta: 14:32:09, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7594, top5_acc: 0.8961, loss_cls: 1.0289, loss: 1.0289, grad_norm: 6.8768 2021-02-07 13:19:03,667 - mmaction - INFO - Epoch [86][3300/3757] lr: 1.000e-04, eta: 14:31:47, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8977, loss_cls: 1.0741, loss: 1.0741, grad_norm: 7.0363 2021-02-07 13:19:12,516 - mmaction - INFO - Epoch [86][3320/3757] lr: 1.000e-04, eta: 14:31:24, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8875, loss_cls: 1.0772, loss: 1.0772, grad_norm: 7.0488 2021-02-07 13:19:21,329 - mmaction - INFO - Epoch [86][3340/3757] lr: 1.000e-04, eta: 14:31:02, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7602, top5_acc: 0.9023, loss_cls: 0.9860, loss: 0.9860, grad_norm: 6.4711 2021-02-07 13:19:30,202 - mmaction - INFO - Epoch [86][3360/3757] lr: 1.000e-04, eta: 14:30:40, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9078, loss_cls: 1.0165, loss: 1.0165, grad_norm: 7.0736 2021-02-07 13:19:39,015 - mmaction - INFO - Epoch [86][3380/3757] lr: 1.000e-04, eta: 14:30:18, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7516, top5_acc: 0.8930, loss_cls: 1.0189, loss: 1.0189, grad_norm: 6.8533 2021-02-07 13:19:47,834 - mmaction - INFO - Epoch [86][3400/3757] lr: 1.000e-04, eta: 14:29:56, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.0750, loss: 1.0750, grad_norm: 6.8936 2021-02-07 13:19:56,687 - mmaction - INFO - Epoch [86][3420/3757] lr: 1.000e-04, eta: 14:29:34, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9047, loss_cls: 1.0181, loss: 1.0181, grad_norm: 6.8805 2021-02-07 13:20:05,496 - mmaction - INFO - Epoch [86][3440/3757] lr: 1.000e-04, eta: 14:29:12, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8914, loss_cls: 1.0696, loss: 1.0696, grad_norm: 6.8545 2021-02-07 13:20:14,324 - mmaction - INFO - Epoch [86][3460/3757] lr: 1.000e-04, eta: 14:28:50, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9203, loss_cls: 0.9496, loss: 0.9496, grad_norm: 6.6518 2021-02-07 13:20:23,112 - mmaction - INFO - Epoch [86][3480/3757] lr: 1.000e-04, eta: 14:28:28, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8938, loss_cls: 1.0655, loss: 1.0655, grad_norm: 6.8624 2021-02-07 13:20:31,895 - mmaction - INFO - Epoch [86][3500/3757] lr: 1.000e-04, eta: 14:28:05, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9008, loss_cls: 1.0278, loss: 1.0278, grad_norm: 6.9467 2021-02-07 13:20:40,716 - mmaction - INFO - Epoch [86][3520/3757] lr: 1.000e-04, eta: 14:27:43, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8820, loss_cls: 1.0671, loss: 1.0671, grad_norm: 6.7915 2021-02-07 13:20:49,530 - mmaction - INFO - Epoch [86][3540/3757] lr: 1.000e-04, eta: 14:27:21, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9062, loss_cls: 1.0083, loss: 1.0083, grad_norm: 6.8440 2021-02-07 13:20:58,455 - mmaction - INFO - Epoch [86][3560/3757] lr: 1.000e-04, eta: 14:26:59, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9023, loss_cls: 1.0421, loss: 1.0421, grad_norm: 7.0736 2021-02-07 13:21:07,322 - mmaction - INFO - Epoch [86][3580/3757] lr: 1.000e-04, eta: 14:26:37, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8992, loss_cls: 1.0613, loss: 1.0613, grad_norm: 7.1033 2021-02-07 13:21:16,183 - mmaction - INFO - Epoch [86][3600/3757] lr: 1.000e-04, eta: 14:26:15, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8945, loss_cls: 1.0787, loss: 1.0787, grad_norm: 7.0579 2021-02-07 13:21:25,016 - mmaction - INFO - Epoch [86][3620/3757] lr: 1.000e-04, eta: 14:25:53, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7672, top5_acc: 0.9203, loss_cls: 0.8920, loss: 0.8920, grad_norm: 6.6597 2021-02-07 13:21:33,807 - mmaction - INFO - Epoch [86][3640/3757] lr: 1.000e-04, eta: 14:25:31, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8992, loss_cls: 1.0709, loss: 1.0709, grad_norm: 6.9396 2021-02-07 13:21:42,697 - mmaction - INFO - Epoch [86][3660/3757] lr: 1.000e-04, eta: 14:25:09, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7648, top5_acc: 0.9156, loss_cls: 0.9553, loss: 0.9553, grad_norm: 6.6046 2021-02-07 13:21:51,557 - mmaction - INFO - Epoch [86][3680/3757] lr: 1.000e-04, eta: 14:24:47, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9070, loss_cls: 1.0300, loss: 1.0300, grad_norm: 6.9465 2021-02-07 13:22:00,404 - mmaction - INFO - Epoch [86][3700/3757] lr: 1.000e-04, eta: 14:24:25, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8938, loss_cls: 1.0642, loss: 1.0642, grad_norm: 6.9814 2021-02-07 13:22:09,244 - mmaction - INFO - Epoch [86][3720/3757] lr: 1.000e-04, eta: 14:24:02, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7633, top5_acc: 0.9023, loss_cls: 0.9893, loss: 0.9893, grad_norm: 6.6700 2021-02-07 13:22:18,070 - mmaction - INFO - Epoch [86][3740/3757] lr: 1.000e-04, eta: 14:23:40, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9000, loss_cls: 1.0717, loss: 1.0717, grad_norm: 7.1556 2021-02-07 13:22:26,151 - mmaction - INFO - Saving checkpoint at 86 epochs 2021-02-07 13:22:51,404 - mmaction - INFO - Epoch [87][20/3757] lr: 1.000e-04, eta: 14:23:01, time: 1.245, data_time: 0.789, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8992, loss_cls: 1.0076, loss: 1.0076, grad_norm: 6.7696 2021-02-07 13:23:00,198 - mmaction - INFO - Epoch [87][40/3757] lr: 1.000e-04, eta: 14:22:39, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9016, loss_cls: 1.0469, loss: 1.0469, grad_norm: 7.0081 2021-02-07 13:23:08,995 - mmaction - INFO - Epoch [87][60/3757] lr: 1.000e-04, eta: 14:22:17, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7602, top5_acc: 0.9047, loss_cls: 0.9595, loss: 0.9595, grad_norm: 6.4295 2021-02-07 13:23:17,831 - mmaction - INFO - Epoch [87][80/3757] lr: 1.000e-04, eta: 14:21:55, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.9000, loss_cls: 1.0737, loss: 1.0737, grad_norm: 6.9861 2021-02-07 13:23:26,652 - mmaction - INFO - Epoch [87][100/3757] lr: 1.000e-04, eta: 14:21:33, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9016, loss_cls: 1.0224, loss: 1.0224, grad_norm: 6.8227 2021-02-07 13:23:35,463 - mmaction - INFO - Epoch [87][120/3757] lr: 1.000e-04, eta: 14:21:11, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8977, loss_cls: 1.0287, loss: 1.0287, grad_norm: 6.5489 2021-02-07 13:23:44,265 - mmaction - INFO - Epoch [87][140/3757] lr: 1.000e-04, eta: 14:20:49, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7555, top5_acc: 0.8961, loss_cls: 0.9854, loss: 0.9854, grad_norm: 6.6810 2021-02-07 13:23:53,080 - mmaction - INFO - Epoch [87][160/3757] lr: 1.000e-04, eta: 14:20:27, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8875, loss_cls: 1.0853, loss: 1.0853, grad_norm: 6.8936 2021-02-07 13:24:01,966 - mmaction - INFO - Epoch [87][180/3757] lr: 1.000e-04, eta: 14:20:05, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8914, loss_cls: 1.0751, loss: 1.0751, grad_norm: 6.9624 2021-02-07 13:24:10,748 - mmaction - INFO - Epoch [87][200/3757] lr: 1.000e-04, eta: 14:19:43, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9039, loss_cls: 1.0553, loss: 1.0553, grad_norm: 6.7951 2021-02-07 13:24:19,576 - mmaction - INFO - Epoch [87][220/3757] lr: 1.000e-04, eta: 14:19:21, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8977, loss_cls: 1.0420, loss: 1.0420, grad_norm: 6.9551 2021-02-07 13:24:28,409 - mmaction - INFO - Epoch [87][240/3757] lr: 1.000e-04, eta: 14:18:59, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8977, loss_cls: 1.0774, loss: 1.0774, grad_norm: 7.0180 2021-02-07 13:24:37,270 - mmaction - INFO - Epoch [87][260/3757] lr: 1.000e-04, eta: 14:18:37, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8977, loss_cls: 1.0334, loss: 1.0334, grad_norm: 6.9839 2021-02-07 13:24:46,137 - mmaction - INFO - Epoch [87][280/3757] lr: 1.000e-04, eta: 14:18:15, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8945, loss_cls: 1.0630, loss: 1.0630, grad_norm: 6.8694 2021-02-07 13:24:54,952 - mmaction - INFO - Epoch [87][300/3757] lr: 1.000e-04, eta: 14:17:53, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8914, loss_cls: 1.0636, loss: 1.0636, grad_norm: 6.7797 2021-02-07 13:25:03,796 - mmaction - INFO - Epoch [87][320/3757] lr: 1.000e-04, eta: 14:17:31, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9062, loss_cls: 1.0015, loss: 1.0015, grad_norm: 6.8443 2021-02-07 13:25:12,643 - mmaction - INFO - Epoch [87][340/3757] lr: 1.000e-04, eta: 14:17:09, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9055, loss_cls: 1.0485, loss: 1.0485, grad_norm: 6.9652 2021-02-07 13:25:21,473 - mmaction - INFO - Epoch [87][360/3757] lr: 1.000e-04, eta: 14:16:46, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8992, loss_cls: 1.0427, loss: 1.0427, grad_norm: 6.9804 2021-02-07 13:25:30,265 - mmaction - INFO - Epoch [87][380/3757] lr: 1.000e-04, eta: 14:16:24, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9055, loss_cls: 0.9818, loss: 0.9818, grad_norm: 6.7507 2021-02-07 13:25:39,078 - mmaction - INFO - Epoch [87][400/3757] lr: 1.000e-04, eta: 14:16:02, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7734, top5_acc: 0.9187, loss_cls: 0.9204, loss: 0.9204, grad_norm: 6.6149 2021-02-07 13:25:47,915 - mmaction - INFO - Epoch [87][420/3757] lr: 1.000e-04, eta: 14:15:40, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9000, loss_cls: 1.0275, loss: 1.0275, grad_norm: 6.5745 2021-02-07 13:25:56,753 - mmaction - INFO - Epoch [87][440/3757] lr: 1.000e-04, eta: 14:15:18, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1150, loss: 1.1150, grad_norm: 7.0544 2021-02-07 13:26:05,589 - mmaction - INFO - Epoch [87][460/3757] lr: 1.000e-04, eta: 14:14:56, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8945, loss_cls: 1.0242, loss: 1.0242, grad_norm: 6.8281 2021-02-07 13:26:14,408 - mmaction - INFO - Epoch [87][480/3757] lr: 1.000e-04, eta: 14:14:34, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7555, top5_acc: 0.8984, loss_cls: 1.0042, loss: 1.0042, grad_norm: 6.6223 2021-02-07 13:26:23,230 - mmaction - INFO - Epoch [87][500/3757] lr: 1.000e-04, eta: 14:14:12, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.0656, loss: 1.0656, grad_norm: 7.1674 2021-02-07 13:26:32,051 - mmaction - INFO - Epoch [87][520/3757] lr: 1.000e-04, eta: 14:13:50, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8992, loss_cls: 1.0442, loss: 1.0442, grad_norm: 7.0357 2021-02-07 13:26:40,865 - mmaction - INFO - Epoch [87][540/3757] lr: 1.000e-04, eta: 14:13:28, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.8984, loss_cls: 1.0716, loss: 1.0716, grad_norm: 7.0281 2021-02-07 13:26:49,706 - mmaction - INFO - Epoch [87][560/3757] lr: 1.000e-04, eta: 14:13:06, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8938, loss_cls: 1.0564, loss: 1.0564, grad_norm: 6.9669 2021-02-07 13:26:58,529 - mmaction - INFO - Epoch [87][580/3757] lr: 1.000e-04, eta: 14:12:44, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8977, loss_cls: 1.1007, loss: 1.1007, grad_norm: 7.1617 2021-02-07 13:27:07,336 - mmaction - INFO - Epoch [87][600/3757] lr: 1.000e-04, eta: 14:12:22, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7594, top5_acc: 0.9047, loss_cls: 1.0011, loss: 1.0011, grad_norm: 6.7005 2021-02-07 13:27:16,213 - mmaction - INFO - Epoch [87][620/3757] lr: 1.000e-04, eta: 14:12:00, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7609, top5_acc: 0.8945, loss_cls: 1.0120, loss: 1.0120, grad_norm: 6.6212 2021-02-07 13:27:25,012 - mmaction - INFO - Epoch [87][640/3757] lr: 1.000e-04, eta: 14:11:38, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.9070, loss_cls: 1.0616, loss: 1.0616, grad_norm: 7.3770 2021-02-07 13:27:33,853 - mmaction - INFO - Epoch [87][660/3757] lr: 1.000e-04, eta: 14:11:16, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8914, loss_cls: 1.0978, loss: 1.0978, grad_norm: 6.8335 2021-02-07 13:27:45,942 - mmaction - INFO - Epoch [87][680/3757] lr: 1.000e-04, eta: 14:10:55, time: 0.604, data_time: 0.160, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9117, loss_cls: 0.9837, loss: 0.9837, grad_norm: 6.6065 2021-02-07 13:27:54,722 - mmaction - INFO - Epoch [87][700/3757] lr: 1.000e-04, eta: 14:10:33, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.1323, loss: 1.1323, grad_norm: 7.1508 2021-02-07 13:28:03,603 - mmaction - INFO - Epoch [87][720/3757] lr: 1.000e-04, eta: 14:10:11, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8906, loss_cls: 1.1084, loss: 1.1084, grad_norm: 7.1590 2021-02-07 13:28:12,446 - mmaction - INFO - Epoch [87][740/3757] lr: 1.000e-04, eta: 14:09:49, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8977, loss_cls: 1.0262, loss: 1.0262, grad_norm: 6.8498 2021-02-07 13:28:21,269 - mmaction - INFO - Epoch [87][760/3757] lr: 1.000e-04, eta: 14:09:27, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9141, loss_cls: 1.0007, loss: 1.0007, grad_norm: 6.9164 2021-02-07 13:28:51,101 - mmaction - INFO - Epoch [87][780/3757] lr: 1.000e-04, eta: 14:09:09, time: 1.492, data_time: 1.045, memory: 7141, top1_acc: 0.7688, top5_acc: 0.9023, loss_cls: 0.9867, loss: 0.9867, grad_norm: 6.5393 2021-02-07 13:28:59,866 - mmaction - INFO - Epoch [87][800/3757] lr: 1.000e-04, eta: 14:08:47, time: 0.438, data_time: 0.002, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1216, loss: 1.1216, grad_norm: 7.1573 2021-02-07 13:29:18,975 - mmaction - INFO - Epoch [87][820/3757] lr: 1.000e-04, eta: 14:08:28, time: 0.955, data_time: 0.440, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8961, loss_cls: 1.0779, loss: 1.0779, grad_norm: 6.9743 2021-02-07 13:29:27,775 - mmaction - INFO - Epoch [87][840/3757] lr: 1.000e-04, eta: 14:08:06, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9008, loss_cls: 1.0198, loss: 1.0198, grad_norm: 6.9821 2021-02-07 13:29:45,118 - mmaction - INFO - Epoch [87][860/3757] lr: 1.000e-04, eta: 14:07:45, time: 0.867, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8938, loss_cls: 1.0788, loss: 1.0788, grad_norm: 7.2394 2021-02-07 13:29:53,914 - mmaction - INFO - Epoch [87][880/3757] lr: 1.000e-04, eta: 14:07:23, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9055, loss_cls: 1.0292, loss: 1.0292, grad_norm: 6.8329 2021-02-07 13:30:11,717 - mmaction - INFO - Epoch [87][900/3757] lr: 1.000e-04, eta: 14:07:03, time: 0.891, data_time: 0.435, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9070, loss_cls: 1.0369, loss: 1.0369, grad_norm: 6.9317 2021-02-07 13:30:26,222 - mmaction - INFO - Epoch [87][920/3757] lr: 1.000e-04, eta: 14:06:43, time: 0.725, data_time: 0.285, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0288, loss: 1.0288, grad_norm: 6.7175 2021-02-07 13:30:46,362 - mmaction - INFO - Epoch [87][940/3757] lr: 1.000e-04, eta: 14:06:23, time: 1.007, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8969, loss_cls: 1.0700, loss: 1.0700, grad_norm: 7.1542 2021-02-07 13:31:04,302 - mmaction - INFO - Epoch [87][960/3757] lr: 1.000e-04, eta: 14:06:03, time: 0.897, data_time: 0.455, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9086, loss_cls: 0.9704, loss: 0.9704, grad_norm: 6.6227 2021-02-07 13:31:13,161 - mmaction - INFO - Epoch [87][980/3757] lr: 1.000e-04, eta: 14:05:41, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9148, loss_cls: 0.9618, loss: 0.9618, grad_norm: 6.7994 2021-02-07 13:31:24,980 - mmaction - INFO - Epoch [87][1000/3757] lr: 1.000e-04, eta: 14:05:20, time: 0.591, data_time: 0.151, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8820, loss_cls: 1.1129, loss: 1.1129, grad_norm: 6.9993 2021-02-07 13:31:49,597 - mmaction - INFO - Epoch [87][1020/3757] lr: 1.000e-04, eta: 14:05:01, time: 1.231, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9047, loss_cls: 1.0129, loss: 1.0129, grad_norm: 6.8872 2021-02-07 13:32:02,741 - mmaction - INFO - Epoch [87][1040/3757] lr: 1.000e-04, eta: 14:04:40, time: 0.657, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9109, loss_cls: 1.0082, loss: 1.0082, grad_norm: 6.8611 2021-02-07 13:32:30,294 - mmaction - INFO - Epoch [87][1060/3757] lr: 1.000e-04, eta: 14:04:22, time: 1.378, data_time: 0.935, memory: 7141, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.9571, loss: 0.9571, grad_norm: 6.8564 2021-02-07 13:32:39,017 - mmaction - INFO - Epoch [87][1080/3757] lr: 1.000e-04, eta: 14:04:00, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8992, loss_cls: 1.0117, loss: 1.0117, grad_norm: 6.7640 2021-02-07 13:32:50,510 - mmaction - INFO - Epoch [87][1100/3757] lr: 1.000e-04, eta: 14:03:39, time: 0.575, data_time: 0.001, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9148, loss_cls: 0.9561, loss: 0.9561, grad_norm: 6.7132 2021-02-07 13:32:59,257 - mmaction - INFO - Epoch [87][1120/3757] lr: 1.000e-04, eta: 14:03:17, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0843, loss: 1.0843, grad_norm: 7.2037 2021-02-07 13:33:08,063 - mmaction - INFO - Epoch [87][1140/3757] lr: 1.000e-04, eta: 14:02:55, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.9133, loss_cls: 1.0369, loss: 1.0369, grad_norm: 6.9969 2021-02-07 13:33:16,957 - mmaction - INFO - Epoch [87][1160/3757] lr: 1.000e-04, eta: 14:02:33, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8836, loss_cls: 1.0464, loss: 1.0464, grad_norm: 6.8842 2021-02-07 13:33:27,785 - mmaction - INFO - Epoch [87][1180/3757] lr: 1.000e-04, eta: 14:02:11, time: 0.542, data_time: 0.001, memory: 7141, top1_acc: 0.7555, top5_acc: 0.8984, loss_cls: 1.0044, loss: 1.0044, grad_norm: 6.9286 2021-02-07 13:33:36,607 - mmaction - INFO - Epoch [87][1200/3757] lr: 1.000e-04, eta: 14:01:49, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9000, loss_cls: 0.9830, loss: 0.9830, grad_norm: 6.7932 2021-02-07 13:33:50,766 - mmaction - INFO - Epoch [87][1220/3757] lr: 1.000e-04, eta: 14:01:29, time: 0.708, data_time: 0.254, memory: 7141, top1_acc: 0.7266, top5_acc: 0.9023, loss_cls: 1.0705, loss: 1.0705, grad_norm: 6.9247 2021-02-07 13:33:59,600 - mmaction - INFO - Epoch [87][1240/3757] lr: 1.000e-04, eta: 14:01:07, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8781, loss_cls: 1.0999, loss: 1.0999, grad_norm: 6.7749 2021-02-07 13:34:13,651 - mmaction - INFO - Epoch [87][1260/3757] lr: 1.000e-04, eta: 14:00:46, time: 0.703, data_time: 0.262, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9055, loss_cls: 1.0070, loss: 1.0070, grad_norm: 6.8344 2021-02-07 13:34:22,443 - mmaction - INFO - Epoch [87][1280/3757] lr: 1.000e-04, eta: 14:00:24, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9008, loss_cls: 1.0519, loss: 1.0519, grad_norm: 6.9922 2021-02-07 13:34:31,231 - mmaction - INFO - Epoch [87][1300/3757] lr: 1.000e-04, eta: 14:00:02, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9008, loss_cls: 1.0122, loss: 1.0122, grad_norm: 6.8017 2021-02-07 13:34:40,068 - mmaction - INFO - Epoch [87][1320/3757] lr: 1.000e-04, eta: 13:59:40, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8875, loss_cls: 1.1060, loss: 1.1060, grad_norm: 7.1326 2021-02-07 13:34:48,880 - mmaction - INFO - Epoch [87][1340/3757] lr: 1.000e-04, eta: 13:59:18, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9117, loss_cls: 0.9941, loss: 0.9941, grad_norm: 6.7403 2021-02-07 13:34:57,671 - mmaction - INFO - Epoch [87][1360/3757] lr: 1.000e-04, eta: 13:58:56, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8945, loss_cls: 1.0957, loss: 1.0957, grad_norm: 7.0798 2021-02-07 13:35:06,530 - mmaction - INFO - Epoch [87][1380/3757] lr: 1.000e-04, eta: 13:58:34, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9016, loss_cls: 1.0574, loss: 1.0574, grad_norm: 6.8126 2021-02-07 13:35:15,410 - mmaction - INFO - Epoch [87][1400/3757] lr: 1.000e-04, eta: 13:58:12, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.0367, loss: 1.0367, grad_norm: 6.9137 2021-02-07 13:35:24,248 - mmaction - INFO - Epoch [87][1420/3757] lr: 1.000e-04, eta: 13:57:50, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9000, loss_cls: 1.0330, loss: 1.0330, grad_norm: 7.1525 2021-02-07 13:35:33,087 - mmaction - INFO - Epoch [87][1440/3757] lr: 1.000e-04, eta: 13:57:28, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8969, loss_cls: 1.1315, loss: 1.1315, grad_norm: 7.1115 2021-02-07 13:35:41,966 - mmaction - INFO - Epoch [87][1460/3757] lr: 1.000e-04, eta: 13:57:06, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0965, loss: 1.0965, grad_norm: 7.2111 2021-02-07 13:35:52,233 - mmaction - INFO - Epoch [87][1480/3757] lr: 1.000e-04, eta: 13:56:45, time: 0.513, data_time: 0.062, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8906, loss_cls: 1.1441, loss: 1.1441, grad_norm: 7.3305 2021-02-07 13:36:01,021 - mmaction - INFO - Epoch [87][1500/3757] lr: 1.000e-04, eta: 13:56:23, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.9078, loss_cls: 1.0542, loss: 1.0542, grad_norm: 7.0379 2021-02-07 13:36:09,838 - mmaction - INFO - Epoch [87][1520/3757] lr: 1.000e-04, eta: 13:56:01, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7578, top5_acc: 0.8938, loss_cls: 1.0077, loss: 1.0077, grad_norm: 6.7135 2021-02-07 13:36:31,726 - mmaction - INFO - Epoch [87][1540/3757] lr: 1.000e-04, eta: 13:55:42, time: 1.094, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9172, loss_cls: 0.9742, loss: 0.9742, grad_norm: 6.9713 2021-02-07 13:36:40,499 - mmaction - INFO - Epoch [87][1560/3757] lr: 1.000e-04, eta: 13:55:20, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.0985, loss: 1.0985, grad_norm: 7.2252 2021-02-07 13:36:49,278 - mmaction - INFO - Epoch [87][1580/3757] lr: 1.000e-04, eta: 13:54:58, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9062, loss_cls: 0.9963, loss: 0.9963, grad_norm: 6.7851 2021-02-07 13:36:58,107 - mmaction - INFO - Epoch [87][1600/3757] lr: 1.000e-04, eta: 13:54:36, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8992, loss_cls: 1.0559, loss: 1.0559, grad_norm: 7.0751 2021-02-07 13:37:29,593 - mmaction - INFO - Epoch [87][1620/3757] lr: 1.000e-04, eta: 13:54:19, time: 1.574, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8977, loss_cls: 1.0328, loss: 1.0328, grad_norm: 6.9299 2021-02-07 13:37:38,358 - mmaction - INFO - Epoch [87][1640/3757] lr: 1.000e-04, eta: 13:53:57, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 0.9863, loss: 0.9863, grad_norm: 6.8696 2021-02-07 13:38:00,198 - mmaction - INFO - Epoch [87][1660/3757] lr: 1.000e-04, eta: 13:53:38, time: 1.091, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8961, loss_cls: 1.0498, loss: 1.0498, grad_norm: 6.8873 2021-02-07 13:38:17,095 - mmaction - INFO - Epoch [87][1680/3757] lr: 1.000e-04, eta: 13:53:17, time: 0.846, data_time: 0.001, memory: 7141, top1_acc: 0.7633, top5_acc: 0.9062, loss_cls: 1.0000, loss: 1.0000, grad_norm: 6.7379 2021-02-07 13:38:25,826 - mmaction - INFO - Epoch [87][1700/3757] lr: 1.000e-04, eta: 13:52:55, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8945, loss_cls: 1.0475, loss: 1.0475, grad_norm: 7.0843 2021-02-07 13:38:40,230 - mmaction - INFO - Epoch [87][1720/3757] lr: 1.000e-04, eta: 13:52:35, time: 0.719, data_time: 0.038, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9164, loss_cls: 0.9861, loss: 0.9861, grad_norm: 7.1561 2021-02-07 13:38:49,008 - mmaction - INFO - Epoch [87][1740/3757] lr: 1.000e-04, eta: 13:52:13, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9023, loss_cls: 1.0139, loss: 1.0139, grad_norm: 6.8341 2021-02-07 13:39:05,128 - mmaction - INFO - Epoch [87][1760/3757] lr: 1.000e-04, eta: 13:51:52, time: 0.806, data_time: 0.216, memory: 7141, top1_acc: 0.7602, top5_acc: 0.9117, loss_cls: 0.9758, loss: 0.9758, grad_norm: 6.6911 2021-02-07 13:39:13,870 - mmaction - INFO - Epoch [87][1780/3757] lr: 1.000e-04, eta: 13:51:31, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9016, loss_cls: 1.0316, loss: 1.0316, grad_norm: 6.7717 2021-02-07 13:39:36,417 - mmaction - INFO - Epoch [87][1800/3757] lr: 1.000e-04, eta: 13:51:12, time: 1.127, data_time: 0.687, memory: 7141, top1_acc: 0.7516, top5_acc: 0.8969, loss_cls: 1.0517, loss: 1.0517, grad_norm: 6.7476 2021-02-07 13:39:45,205 - mmaction - INFO - Epoch [87][1820/3757] lr: 1.000e-04, eta: 13:50:50, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.9023, loss_cls: 1.0476, loss: 1.0476, grad_norm: 6.8593 2021-02-07 13:39:54,005 - mmaction - INFO - Epoch [87][1840/3757] lr: 1.000e-04, eta: 13:50:28, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9078, loss_cls: 0.9771, loss: 0.9771, grad_norm: 6.7850 2021-02-07 13:40:02,813 - mmaction - INFO - Epoch [87][1860/3757] lr: 1.000e-04, eta: 13:50:06, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8844, loss_cls: 1.0923, loss: 1.0923, grad_norm: 6.8988 2021-02-07 13:40:11,582 - mmaction - INFO - Epoch [87][1880/3757] lr: 1.000e-04, eta: 13:49:44, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9102, loss_cls: 1.0359, loss: 1.0359, grad_norm: 6.9958 2021-02-07 13:40:20,408 - mmaction - INFO - Epoch [87][1900/3757] lr: 1.000e-04, eta: 13:49:22, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8938, loss_cls: 1.0596, loss: 1.0596, grad_norm: 6.9615 2021-02-07 13:40:29,241 - mmaction - INFO - Epoch [87][1920/3757] lr: 1.000e-04, eta: 13:49:00, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9055, loss_cls: 1.0474, loss: 1.0474, grad_norm: 6.7965 2021-02-07 13:40:38,095 - mmaction - INFO - Epoch [87][1940/3757] lr: 1.000e-04, eta: 13:48:38, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7594, top5_acc: 0.9094, loss_cls: 0.9857, loss: 0.9857, grad_norm: 6.6458 2021-02-07 13:40:46,896 - mmaction - INFO - Epoch [87][1960/3757] lr: 1.000e-04, eta: 13:48:16, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9047, loss_cls: 0.9949, loss: 0.9949, grad_norm: 6.8951 2021-02-07 13:40:55,768 - mmaction - INFO - Epoch [87][1980/3757] lr: 1.000e-04, eta: 13:47:54, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8969, loss_cls: 1.1063, loss: 1.1063, grad_norm: 7.2721 2021-02-07 13:41:04,635 - mmaction - INFO - Epoch [87][2000/3757] lr: 1.000e-04, eta: 13:47:33, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8938, loss_cls: 1.0622, loss: 1.0622, grad_norm: 7.0382 2021-02-07 13:41:13,512 - mmaction - INFO - Epoch [87][2020/3757] lr: 1.000e-04, eta: 13:47:11, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8758, loss_cls: 1.1272, loss: 1.1272, grad_norm: 6.8693 2021-02-07 13:41:22,323 - mmaction - INFO - Epoch [87][2040/3757] lr: 1.000e-04, eta: 13:46:49, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9102, loss_cls: 0.9804, loss: 0.9804, grad_norm: 6.8512 2021-02-07 13:41:34,087 - mmaction - INFO - Epoch [87][2060/3757] lr: 1.000e-04, eta: 13:46:28, time: 0.589, data_time: 0.149, memory: 7141, top1_acc: 0.7633, top5_acc: 0.9125, loss_cls: 0.9317, loss: 0.9317, grad_norm: 6.7089 2021-02-07 13:41:42,908 - mmaction - INFO - Epoch [87][2080/3757] lr: 1.000e-04, eta: 13:46:06, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8945, loss_cls: 1.0488, loss: 1.0488, grad_norm: 6.9874 2021-02-07 13:41:51,723 - mmaction - INFO - Epoch [87][2100/3757] lr: 1.000e-04, eta: 13:45:44, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9086, loss_cls: 1.0176, loss: 1.0176, grad_norm: 6.9584 2021-02-07 13:42:00,575 - mmaction - INFO - Epoch [87][2120/3757] lr: 1.000e-04, eta: 13:45:22, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9109, loss_cls: 1.0049, loss: 1.0049, grad_norm: 6.6407 2021-02-07 13:42:09,389 - mmaction - INFO - Epoch [87][2140/3757] lr: 1.000e-04, eta: 13:45:00, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8930, loss_cls: 1.0951, loss: 1.0951, grad_norm: 7.0951 2021-02-07 13:42:18,200 - mmaction - INFO - Epoch [87][2160/3757] lr: 1.000e-04, eta: 13:44:38, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7586, top5_acc: 0.8938, loss_cls: 1.0368, loss: 1.0368, grad_norm: 6.7678 2021-02-07 13:42:27,043 - mmaction - INFO - Epoch [87][2180/3757] lr: 1.000e-04, eta: 13:44:16, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8930, loss_cls: 1.0331, loss: 1.0331, grad_norm: 6.7828 2021-02-07 13:42:35,904 - mmaction - INFO - Epoch [87][2200/3757] lr: 1.000e-04, eta: 13:43:55, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8945, loss_cls: 1.0919, loss: 1.0919, grad_norm: 6.9602 2021-02-07 13:42:44,739 - mmaction - INFO - Epoch [87][2220/3757] lr: 1.000e-04, eta: 13:43:33, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8898, loss_cls: 1.0662, loss: 1.0662, grad_norm: 7.0632 2021-02-07 13:42:53,619 - mmaction - INFO - Epoch [87][2240/3757] lr: 1.000e-04, eta: 13:43:11, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.1676, loss: 1.1676, grad_norm: 7.2127 2021-02-07 13:43:02,485 - mmaction - INFO - Epoch [87][2260/3757] lr: 1.000e-04, eta: 13:42:49, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8945, loss_cls: 1.0857, loss: 1.0857, grad_norm: 7.0696 2021-02-07 13:43:14,964 - mmaction - INFO - Epoch [87][2280/3757] lr: 1.000e-04, eta: 13:42:28, time: 0.624, data_time: 0.183, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9031, loss_cls: 1.0359, loss: 1.0359, grad_norm: 7.0073 2021-02-07 13:43:36,554 - mmaction - INFO - Epoch [87][2300/3757] lr: 1.000e-04, eta: 13:42:09, time: 1.080, data_time: 0.633, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9047, loss_cls: 1.0578, loss: 1.0578, grad_norm: 7.0508 2021-02-07 13:43:45,338 - mmaction - INFO - Epoch [87][2320/3757] lr: 1.000e-04, eta: 13:41:47, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9023, loss_cls: 1.0332, loss: 1.0332, grad_norm: 7.0206 2021-02-07 13:44:02,789 - mmaction - INFO - Epoch [87][2340/3757] lr: 1.000e-04, eta: 13:41:27, time: 0.873, data_time: 0.000, memory: 7141, top1_acc: 0.7578, top5_acc: 0.9031, loss_cls: 1.0221, loss: 1.0221, grad_norm: 6.8641 2021-02-07 13:44:11,595 - mmaction - INFO - Epoch [87][2360/3757] lr: 1.000e-04, eta: 13:41:05, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.8953, loss_cls: 1.0525, loss: 1.0525, grad_norm: 6.9451 2021-02-07 13:44:20,395 - mmaction - INFO - Epoch [87][2380/3757] lr: 1.000e-04, eta: 13:40:43, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.8914, loss_cls: 1.0238, loss: 1.0238, grad_norm: 6.8192 2021-02-07 13:44:39,607 - mmaction - INFO - Epoch [87][2400/3757] lr: 1.000e-04, eta: 13:40:23, time: 0.961, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8867, loss_cls: 1.0871, loss: 1.0871, grad_norm: 6.9939 2021-02-07 13:44:48,388 - mmaction - INFO - Epoch [87][2420/3757] lr: 1.000e-04, eta: 13:40:02, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9016, loss_cls: 1.0093, loss: 1.0093, grad_norm: 6.7918 2021-02-07 13:44:57,203 - mmaction - INFO - Epoch [87][2440/3757] lr: 1.000e-04, eta: 13:39:40, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8969, loss_cls: 1.0957, loss: 1.0957, grad_norm: 7.1862 2021-02-07 13:45:13,595 - mmaction - INFO - Epoch [87][2460/3757] lr: 1.000e-04, eta: 13:39:19, time: 0.820, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0813, loss: 1.0813, grad_norm: 7.0422 2021-02-07 13:45:22,373 - mmaction - INFO - Epoch [87][2480/3757] lr: 1.000e-04, eta: 13:38:58, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9078, loss_cls: 1.0009, loss: 1.0009, grad_norm: 6.9277 2021-02-07 13:45:31,240 - mmaction - INFO - Epoch [87][2500/3757] lr: 1.000e-04, eta: 13:38:36, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8984, loss_cls: 1.0773, loss: 1.0773, grad_norm: 6.8745 2021-02-07 13:45:40,046 - mmaction - INFO - Epoch [87][2520/3757] lr: 1.000e-04, eta: 13:38:14, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8953, loss_cls: 1.0952, loss: 1.0952, grad_norm: 7.0379 2021-02-07 13:45:48,831 - mmaction - INFO - Epoch [87][2540/3757] lr: 1.000e-04, eta: 13:37:52, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8914, loss_cls: 1.0959, loss: 1.0959, grad_norm: 7.0572 2021-02-07 13:45:57,686 - mmaction - INFO - Epoch [87][2560/3757] lr: 1.000e-04, eta: 13:37:30, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7617, top5_acc: 0.9102, loss_cls: 0.9630, loss: 0.9630, grad_norm: 6.5806 2021-02-07 13:46:12,036 - mmaction - INFO - Epoch [87][2580/3757] lr: 1.000e-04, eta: 13:37:10, time: 0.718, data_time: 0.010, memory: 7141, top1_acc: 0.7141, top5_acc: 0.9047, loss_cls: 1.0748, loss: 1.0748, grad_norm: 7.1752 2021-02-07 13:46:20,834 - mmaction - INFO - Epoch [87][2600/3757] lr: 1.000e-04, eta: 13:36:48, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7617, top5_acc: 0.9039, loss_cls: 0.9942, loss: 0.9942, grad_norm: 6.8045 2021-02-07 13:46:29,661 - mmaction - INFO - Epoch [87][2620/3757] lr: 1.000e-04, eta: 13:36:26, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7539, top5_acc: 0.8906, loss_cls: 1.0585, loss: 1.0585, grad_norm: 6.8647 2021-02-07 13:46:38,456 - mmaction - INFO - Epoch [87][2640/3757] lr: 1.000e-04, eta: 13:36:04, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8992, loss_cls: 1.0427, loss: 1.0427, grad_norm: 7.0172 2021-02-07 13:46:47,275 - mmaction - INFO - Epoch [87][2660/3757] lr: 1.000e-04, eta: 13:35:42, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9039, loss_cls: 0.9514, loss: 0.9514, grad_norm: 6.6811 2021-02-07 13:46:56,085 - mmaction - INFO - Epoch [87][2680/3757] lr: 1.000e-04, eta: 13:35:20, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8945, loss_cls: 1.0785, loss: 1.0785, grad_norm: 7.0276 2021-02-07 13:47:11,764 - mmaction - INFO - Epoch [87][2700/3757] lr: 1.000e-04, eta: 13:35:00, time: 0.784, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.8930, loss_cls: 1.0212, loss: 1.0212, grad_norm: 6.8020 2021-02-07 13:47:20,562 - mmaction - INFO - Epoch [87][2720/3757] lr: 1.000e-04, eta: 13:34:38, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9109, loss_cls: 1.0027, loss: 1.0027, grad_norm: 6.6402 2021-02-07 13:47:29,347 - mmaction - INFO - Epoch [87][2740/3757] lr: 1.000e-04, eta: 13:34:16, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8945, loss_cls: 1.0616, loss: 1.0616, grad_norm: 6.8740 2021-02-07 13:47:38,246 - mmaction - INFO - Epoch [87][2760/3757] lr: 1.000e-04, eta: 13:33:55, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8930, loss_cls: 1.0626, loss: 1.0626, grad_norm: 6.9900 2021-02-07 13:47:51,479 - mmaction - INFO - Epoch [87][2780/3757] lr: 1.000e-04, eta: 13:33:34, time: 0.662, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8953, loss_cls: 1.0451, loss: 1.0451, grad_norm: 7.1170 2021-02-07 13:48:00,336 - mmaction - INFO - Epoch [87][2800/3757] lr: 1.000e-04, eta: 13:33:12, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9023, loss_cls: 1.0157, loss: 1.0157, grad_norm: 6.9665 2021-02-07 13:48:09,147 - mmaction - INFO - Epoch [87][2820/3757] lr: 1.000e-04, eta: 13:32:50, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8953, loss_cls: 1.0717, loss: 1.0717, grad_norm: 7.0597 2021-02-07 13:48:18,002 - mmaction - INFO - Epoch [87][2840/3757] lr: 1.000e-04, eta: 13:32:28, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0995, loss: 1.0995, grad_norm: 7.4393 2021-02-07 13:48:26,845 - mmaction - INFO - Epoch [87][2860/3757] lr: 1.000e-04, eta: 13:32:07, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8859, loss_cls: 1.0234, loss: 1.0234, grad_norm: 6.8532 2021-02-07 13:48:35,712 - mmaction - INFO - Epoch [87][2880/3757] lr: 1.000e-04, eta: 13:31:45, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9062, loss_cls: 1.0147, loss: 1.0147, grad_norm: 7.0915 2021-02-07 13:48:44,588 - mmaction - INFO - Epoch [87][2900/3757] lr: 1.000e-04, eta: 13:31:23, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8969, loss_cls: 1.0424, loss: 1.0424, grad_norm: 7.0808 2021-02-07 13:48:53,428 - mmaction - INFO - Epoch [87][2920/3757] lr: 1.000e-04, eta: 13:31:01, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8930, loss_cls: 1.0585, loss: 1.0585, grad_norm: 6.8398 2021-02-07 13:49:02,405 - mmaction - INFO - Epoch [87][2940/3757] lr: 1.000e-04, eta: 13:30:39, time: 0.449, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9039, loss_cls: 0.9696, loss: 0.9696, grad_norm: 6.7988 2021-02-07 13:49:11,532 - mmaction - INFO - Epoch [87][2960/3757] lr: 1.000e-04, eta: 13:30:18, time: 0.456, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8969, loss_cls: 1.0635, loss: 1.0635, grad_norm: 6.9334 2021-02-07 13:49:20,365 - mmaction - INFO - Epoch [87][2980/3757] lr: 1.000e-04, eta: 13:29:56, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7109, top5_acc: 0.8805, loss_cls: 1.1288, loss: 1.1288, grad_norm: 6.9481 2021-02-07 13:49:29,268 - mmaction - INFO - Epoch [87][3000/3757] lr: 1.000e-04, eta: 13:29:34, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9141, loss_cls: 0.9958, loss: 0.9958, grad_norm: 6.9664 2021-02-07 13:49:38,114 - mmaction - INFO - Epoch [87][3020/3757] lr: 1.000e-04, eta: 13:29:12, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9055, loss_cls: 0.9730, loss: 0.9730, grad_norm: 6.7146 2021-02-07 13:49:56,548 - mmaction - INFO - Epoch [87][3040/3757] lr: 1.000e-04, eta: 13:28:53, time: 0.922, data_time: 0.475, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8984, loss_cls: 1.0183, loss: 1.0183, grad_norm: 6.9176 2021-02-07 13:50:05,494 - mmaction - INFO - Epoch [87][3060/3757] lr: 1.000e-04, eta: 13:28:31, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9008, loss_cls: 1.0383, loss: 1.0383, grad_norm: 6.9861 2021-02-07 13:50:35,187 - mmaction - INFO - Epoch [87][3080/3757] lr: 1.000e-04, eta: 13:28:13, time: 1.485, data_time: 1.041, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9062, loss_cls: 1.0246, loss: 1.0246, grad_norm: 6.9126 2021-02-07 13:51:06,279 - mmaction - INFO - Epoch [87][3100/3757] lr: 1.000e-04, eta: 13:27:56, time: 1.555, data_time: 1.107, memory: 7141, top1_acc: 0.7070, top5_acc: 0.8828, loss_cls: 1.1268, loss: 1.1268, grad_norm: 7.3071 2021-02-07 13:51:15,021 - mmaction - INFO - Epoch [87][3120/3757] lr: 1.000e-04, eta: 13:27:34, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7641, top5_acc: 0.9070, loss_cls: 0.9984, loss: 0.9984, grad_norm: 6.9244 2021-02-07 13:51:43,170 - mmaction - INFO - Epoch [87][3140/3757] lr: 1.000e-04, eta: 13:27:16, time: 1.408, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9086, loss_cls: 1.0036, loss: 1.0036, grad_norm: 6.8952 2021-02-07 13:51:51,929 - mmaction - INFO - Epoch [87][3160/3757] lr: 1.000e-04, eta: 13:26:55, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9086, loss_cls: 0.9773, loss: 0.9773, grad_norm: 6.7957 2021-02-07 13:52:00,696 - mmaction - INFO - Epoch [87][3180/3757] lr: 1.000e-04, eta: 13:26:33, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9062, loss_cls: 1.0363, loss: 1.0363, grad_norm: 6.9248 2021-02-07 13:52:28,718 - mmaction - INFO - Epoch [87][3200/3757] lr: 1.000e-04, eta: 13:26:15, time: 1.402, data_time: 0.957, memory: 7141, top1_acc: 0.7562, top5_acc: 0.9016, loss_cls: 0.9800, loss: 0.9800, grad_norm: 6.6911 2021-02-07 13:52:37,509 - mmaction - INFO - Epoch [87][3220/3757] lr: 1.000e-04, eta: 13:25:53, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.8953, loss_cls: 1.0110, loss: 1.0110, grad_norm: 6.8649 2021-02-07 13:52:46,345 - mmaction - INFO - Epoch [87][3240/3757] lr: 1.000e-04, eta: 13:25:31, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7594, top5_acc: 0.9000, loss_cls: 0.9710, loss: 0.9710, grad_norm: 6.6516 2021-02-07 13:53:15,801 - mmaction - INFO - Epoch [87][3260/3757] lr: 1.000e-04, eta: 13:25:14, time: 1.473, data_time: 0.000, memory: 7141, top1_acc: 0.7742, top5_acc: 0.9125, loss_cls: 0.9391, loss: 0.9391, grad_norm: 6.5361 2021-02-07 13:53:24,565 - mmaction - INFO - Epoch [87][3280/3757] lr: 1.000e-04, eta: 13:24:52, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9109, loss_cls: 0.9910, loss: 0.9910, grad_norm: 6.8849 2021-02-07 13:53:38,454 - mmaction - INFO - Epoch [87][3300/3757] lr: 1.000e-04, eta: 13:24:31, time: 0.695, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8859, loss_cls: 1.1374, loss: 1.1374, grad_norm: 7.4493 2021-02-07 13:53:47,256 - mmaction - INFO - Epoch [87][3320/3757] lr: 1.000e-04, eta: 13:24:10, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8930, loss_cls: 1.0922, loss: 1.0922, grad_norm: 7.2296 2021-02-07 13:54:20,589 - mmaction - INFO - Epoch [87][3340/3757] lr: 1.000e-04, eta: 13:23:53, time: 1.666, data_time: 0.447, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8906, loss_cls: 1.1224, loss: 1.1224, grad_norm: 7.3811 2021-02-07 13:54:29,445 - mmaction - INFO - Epoch [87][3360/3757] lr: 1.000e-04, eta: 13:23:31, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8969, loss_cls: 1.0479, loss: 1.0479, grad_norm: 7.2278 2021-02-07 13:54:58,278 - mmaction - INFO - Epoch [87][3380/3757] lr: 1.000e-04, eta: 13:23:13, time: 1.443, data_time: 0.002, memory: 7141, top1_acc: 0.7383, top5_acc: 0.9117, loss_cls: 0.9993, loss: 0.9993, grad_norm: 6.7957 2021-02-07 13:55:29,778 - mmaction - INFO - Epoch [87][3400/3757] lr: 1.000e-04, eta: 13:22:56, time: 1.574, data_time: 0.001, memory: 7141, top1_acc: 0.7672, top5_acc: 0.9180, loss_cls: 0.9428, loss: 0.9428, grad_norm: 6.7064 2021-02-07 13:55:57,790 - mmaction - INFO - Epoch [87][3420/3757] lr: 1.000e-04, eta: 13:22:38, time: 1.401, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8914, loss_cls: 1.0620, loss: 1.0620, grad_norm: 6.9458 2021-02-07 13:56:06,548 - mmaction - INFO - Epoch [87][3440/3757] lr: 1.000e-04, eta: 13:22:16, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8945, loss_cls: 1.0578, loss: 1.0578, grad_norm: 7.0804 2021-02-07 13:56:26,980 - mmaction - INFO - Epoch [87][3460/3757] lr: 1.000e-04, eta: 13:21:57, time: 1.022, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8922, loss_cls: 1.0709, loss: 1.0709, grad_norm: 7.0839 2021-02-07 13:56:35,758 - mmaction - INFO - Epoch [87][3480/3757] lr: 1.000e-04, eta: 13:21:35, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8930, loss_cls: 1.0250, loss: 1.0250, grad_norm: 6.9714 2021-02-07 13:57:09,200 - mmaction - INFO - Epoch [87][3500/3757] lr: 1.000e-04, eta: 13:21:18, time: 1.672, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.9039, loss_cls: 1.0768, loss: 1.0768, grad_norm: 6.9737 2021-02-07 13:57:40,234 - mmaction - INFO - Epoch [87][3520/3757] lr: 1.000e-04, eta: 13:21:01, time: 1.551, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8883, loss_cls: 1.0671, loss: 1.0671, grad_norm: 6.9093 2021-02-07 13:58:03,523 - mmaction - INFO - Epoch [87][3540/3757] lr: 1.000e-04, eta: 13:20:42, time: 1.164, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.9701, loss: 0.9701, grad_norm: 7.0044 2021-02-07 13:58:48,008 - mmaction - INFO - Epoch [87][3560/3757] lr: 1.000e-04, eta: 13:20:28, time: 2.226, data_time: 0.002, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8961, loss_cls: 1.0611, loss: 1.0611, grad_norm: 6.8084 2021-02-07 13:59:39,028 - mmaction - INFO - Epoch [87][3580/3757] lr: 1.000e-04, eta: 13:20:14, time: 2.549, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9023, loss_cls: 1.0358, loss: 1.0358, grad_norm: 6.8924 2021-02-07 14:00:11,373 - mmaction - INFO - Epoch [87][3600/3757] lr: 1.000e-04, eta: 13:19:57, time: 1.618, data_time: 0.898, memory: 7141, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1045, loss: 1.1045, grad_norm: 7.2762 2021-02-07 14:00:24,878 - mmaction - INFO - Epoch [87][3620/3757] lr: 1.000e-04, eta: 13:19:37, time: 0.676, data_time: 0.103, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8883, loss_cls: 1.0961, loss: 1.0961, grad_norm: 7.1177 2021-02-07 14:00:33,678 - mmaction - INFO - Epoch [87][3640/3757] lr: 1.000e-04, eta: 13:19:15, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7695, top5_acc: 0.9125, loss_cls: 0.9359, loss: 0.9359, grad_norm: 6.8211 2021-02-07 14:01:17,320 - mmaction - INFO - Epoch [87][3660/3757] lr: 1.000e-04, eta: 13:19:00, time: 2.182, data_time: 0.746, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9055, loss_cls: 1.0246, loss: 1.0246, grad_norm: 7.0461 2021-02-07 14:01:28,104 - mmaction - INFO - Epoch [87][3680/3757] lr: 1.000e-04, eta: 13:18:39, time: 0.539, data_time: 0.000, memory: 7141, top1_acc: 0.7719, top5_acc: 0.9125, loss_cls: 0.9561, loss: 0.9561, grad_norm: 6.5832 2021-02-07 14:01:36,872 - mmaction - INFO - Epoch [87][3700/3757] lr: 1.000e-04, eta: 13:18:17, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8977, loss_cls: 1.0300, loss: 1.0300, grad_norm: 6.9879 2021-02-07 14:02:26,765 - mmaction - INFO - Epoch [87][3720/3757] lr: 1.000e-04, eta: 13:18:03, time: 2.495, data_time: 2.051, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8992, loss_cls: 1.0484, loss: 1.0484, grad_norm: 7.0675 2021-02-07 14:02:44,602 - mmaction - INFO - Epoch [87][3740/3757] lr: 1.000e-04, eta: 13:17:44, time: 0.892, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8844, loss_cls: 1.1080, loss: 1.1080, grad_norm: 6.9798 2021-02-07 14:02:52,668 - mmaction - INFO - Saving checkpoint at 87 epochs 2021-02-07 14:03:17,860 - mmaction - INFO - Epoch [88][20/3757] lr: 1.000e-04, eta: 13:17:05, time: 1.241, data_time: 0.802, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8883, loss_cls: 1.0940, loss: 1.0940, grad_norm: 6.9778 2021-02-07 14:03:26,697 - mmaction - INFO - Epoch [88][40/3757] lr: 1.000e-04, eta: 13:16:43, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9016, loss_cls: 1.0095, loss: 1.0095, grad_norm: 6.9352 2021-02-07 14:03:35,433 - mmaction - INFO - Epoch [88][60/3757] lr: 1.000e-04, eta: 13:16:22, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8984, loss_cls: 1.0415, loss: 1.0415, grad_norm: 6.9399 2021-02-07 14:03:44,277 - mmaction - INFO - Epoch [88][80/3757] lr: 1.000e-04, eta: 13:16:00, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9000, loss_cls: 1.0429, loss: 1.0429, grad_norm: 6.8604 2021-02-07 14:03:53,086 - mmaction - INFO - Epoch [88][100/3757] lr: 1.000e-04, eta: 13:15:38, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9070, loss_cls: 1.0074, loss: 1.0074, grad_norm: 6.8947 2021-02-07 14:04:01,950 - mmaction - INFO - Epoch [88][120/3757] lr: 1.000e-04, eta: 13:15:16, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 0.9866, loss: 0.9866, grad_norm: 6.7059 2021-02-07 14:04:10,824 - mmaction - INFO - Epoch [88][140/3757] lr: 1.000e-04, eta: 13:14:55, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8883, loss_cls: 1.0740, loss: 1.0740, grad_norm: 7.1578 2021-02-07 14:04:19,718 - mmaction - INFO - Epoch [88][160/3757] lr: 1.000e-04, eta: 13:14:33, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9062, loss_cls: 1.0029, loss: 1.0029, grad_norm: 6.8959 2021-02-07 14:04:28,507 - mmaction - INFO - Epoch [88][180/3757] lr: 1.000e-04, eta: 13:14:11, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9094, loss_cls: 0.9932, loss: 0.9932, grad_norm: 6.8908 2021-02-07 14:04:37,332 - mmaction - INFO - Epoch [88][200/3757] lr: 1.000e-04, eta: 13:13:49, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8953, loss_cls: 1.0577, loss: 1.0577, grad_norm: 6.8671 2021-02-07 14:04:46,141 - mmaction - INFO - Epoch [88][220/3757] lr: 1.000e-04, eta: 13:13:28, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.9086, loss_cls: 1.0688, loss: 1.0688, grad_norm: 7.2282 2021-02-07 14:04:54,962 - mmaction - INFO - Epoch [88][240/3757] lr: 1.000e-04, eta: 13:13:06, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7562, top5_acc: 0.9031, loss_cls: 0.9763, loss: 0.9763, grad_norm: 6.6863 2021-02-07 14:05:03,797 - mmaction - INFO - Epoch [88][260/3757] lr: 1.000e-04, eta: 13:12:44, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8930, loss_cls: 1.1027, loss: 1.1027, grad_norm: 7.2396 2021-02-07 14:05:12,668 - mmaction - INFO - Epoch [88][280/3757] lr: 1.000e-04, eta: 13:12:23, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9109, loss_cls: 0.9800, loss: 0.9800, grad_norm: 6.7519 2021-02-07 14:05:21,568 - mmaction - INFO - Epoch [88][300/3757] lr: 1.000e-04, eta: 13:12:01, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8961, loss_cls: 1.0510, loss: 1.0510, grad_norm: 6.9795 2021-02-07 14:05:30,476 - mmaction - INFO - Epoch [88][320/3757] lr: 1.000e-04, eta: 13:11:39, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9039, loss_cls: 1.0155, loss: 1.0155, grad_norm: 6.9840 2021-02-07 14:05:39,344 - mmaction - INFO - Epoch [88][340/3757] lr: 1.000e-04, eta: 13:11:17, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8930, loss_cls: 1.0925, loss: 1.0925, grad_norm: 7.2056 2021-02-07 14:05:48,282 - mmaction - INFO - Epoch [88][360/3757] lr: 1.000e-04, eta: 13:10:56, time: 0.448, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9164, loss_cls: 1.0086, loss: 1.0086, grad_norm: 7.0065 2021-02-07 14:05:57,112 - mmaction - INFO - Epoch [88][380/3757] lr: 1.000e-04, eta: 13:10:34, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7609, top5_acc: 0.9109, loss_cls: 0.9709, loss: 0.9709, grad_norm: 6.8025 2021-02-07 14:06:06,015 - mmaction - INFO - Epoch [88][400/3757] lr: 1.000e-04, eta: 13:10:12, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 0.9760, loss: 0.9760, grad_norm: 6.8589 2021-02-07 14:06:14,891 - mmaction - INFO - Epoch [88][420/3757] lr: 1.000e-04, eta: 13:09:51, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8914, loss_cls: 1.0887, loss: 1.0887, grad_norm: 7.1931 2021-02-07 14:06:23,768 - mmaction - INFO - Epoch [88][440/3757] lr: 1.000e-04, eta: 13:09:29, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9039, loss_cls: 0.9980, loss: 0.9980, grad_norm: 6.9117 2021-02-07 14:06:32,650 - mmaction - INFO - Epoch [88][460/3757] lr: 1.000e-04, eta: 13:09:07, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7625, top5_acc: 0.9008, loss_cls: 1.0054, loss: 1.0054, grad_norm: 6.7713 2021-02-07 14:06:41,451 - mmaction - INFO - Epoch [88][480/3757] lr: 1.000e-04, eta: 13:08:46, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9062, loss_cls: 1.0319, loss: 1.0319, grad_norm: 7.1223 2021-02-07 14:06:50,265 - mmaction - INFO - Epoch [88][500/3757] lr: 1.000e-04, eta: 13:08:24, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8953, loss_cls: 1.0614, loss: 1.0614, grad_norm: 6.9933 2021-02-07 14:06:59,101 - mmaction - INFO - Epoch [88][520/3757] lr: 1.000e-04, eta: 13:08:02, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9148, loss_cls: 1.0076, loss: 1.0076, grad_norm: 7.1090 2021-02-07 14:07:07,921 - mmaction - INFO - Epoch [88][540/3757] lr: 1.000e-04, eta: 13:07:40, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8867, loss_cls: 1.0645, loss: 1.0645, grad_norm: 6.7166 2021-02-07 14:07:16,724 - mmaction - INFO - Epoch [88][560/3757] lr: 1.000e-04, eta: 13:07:19, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8945, loss_cls: 1.0347, loss: 1.0347, grad_norm: 7.0312 2021-02-07 14:07:25,549 - mmaction - INFO - Epoch [88][580/3757] lr: 1.000e-04, eta: 13:06:57, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9070, loss_cls: 1.0266, loss: 1.0266, grad_norm: 6.6689 2021-02-07 14:07:34,411 - mmaction - INFO - Epoch [88][600/3757] lr: 1.000e-04, eta: 13:06:35, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8961, loss_cls: 1.0639, loss: 1.0639, grad_norm: 7.0728 2021-02-07 14:07:43,301 - mmaction - INFO - Epoch [88][620/3757] lr: 1.000e-04, eta: 13:06:14, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9008, loss_cls: 1.0297, loss: 1.0297, grad_norm: 6.7589 2021-02-07 14:07:52,130 - mmaction - INFO - Epoch [88][640/3757] lr: 1.000e-04, eta: 13:05:52, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8891, loss_cls: 1.1099, loss: 1.1099, grad_norm: 7.1365 2021-02-07 14:08:01,060 - mmaction - INFO - Epoch [88][660/3757] lr: 1.000e-04, eta: 13:05:30, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9117, loss_cls: 0.9858, loss: 0.9858, grad_norm: 7.0188 2021-02-07 14:08:09,976 - mmaction - INFO - Epoch [88][680/3757] lr: 1.000e-04, eta: 13:05:09, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8992, loss_cls: 1.0339, loss: 1.0339, grad_norm: 7.3500 2021-02-07 14:08:18,831 - mmaction - INFO - Epoch [88][700/3757] lr: 1.000e-04, eta: 13:04:47, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8969, loss_cls: 1.0500, loss: 1.0500, grad_norm: 6.9217 2021-02-07 14:08:27,709 - mmaction - INFO - Epoch [88][720/3757] lr: 1.000e-04, eta: 13:04:25, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9102, loss_cls: 0.9520, loss: 0.9520, grad_norm: 6.7570 2021-02-07 14:08:36,600 - mmaction - INFO - Epoch [88][740/3757] lr: 1.000e-04, eta: 13:04:04, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7672, top5_acc: 0.9078, loss_cls: 0.9621, loss: 0.9621, grad_norm: 6.6578 2021-02-07 14:08:45,501 - mmaction - INFO - Epoch [88][760/3757] lr: 1.000e-04, eta: 13:03:42, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8914, loss_cls: 1.0788, loss: 1.0788, grad_norm: 6.9675 2021-02-07 14:08:54,331 - mmaction - INFO - Epoch [88][780/3757] lr: 1.000e-04, eta: 13:03:20, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8945, loss_cls: 1.0385, loss: 1.0385, grad_norm: 6.7768 2021-02-07 14:09:03,164 - mmaction - INFO - Epoch [88][800/3757] lr: 1.000e-04, eta: 13:02:59, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9086, loss_cls: 0.9729, loss: 0.9729, grad_norm: 6.5708 2021-02-07 14:09:12,019 - mmaction - INFO - Epoch [88][820/3757] lr: 1.000e-04, eta: 13:02:37, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8953, loss_cls: 1.0973, loss: 1.0973, grad_norm: 7.0475 2021-02-07 14:09:20,896 - mmaction - INFO - Epoch [88][840/3757] lr: 1.000e-04, eta: 13:02:15, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7562, top5_acc: 0.9016, loss_cls: 1.0085, loss: 1.0085, grad_norm: 6.7902 2021-02-07 14:09:29,822 - mmaction - INFO - Epoch [88][860/3757] lr: 1.000e-04, eta: 13:01:54, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8898, loss_cls: 1.1019, loss: 1.1019, grad_norm: 7.0385 2021-02-07 14:09:38,713 - mmaction - INFO - Epoch [88][880/3757] lr: 1.000e-04, eta: 13:01:32, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9055, loss_cls: 1.0531, loss: 1.0531, grad_norm: 7.1448 2021-02-07 14:09:47,606 - mmaction - INFO - Epoch [88][900/3757] lr: 1.000e-04, eta: 13:01:11, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8930, loss_cls: 1.0976, loss: 1.0976, grad_norm: 6.9724 2021-02-07 14:09:56,479 - mmaction - INFO - Epoch [88][920/3757] lr: 1.000e-04, eta: 13:00:49, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8789, loss_cls: 1.0907, loss: 1.0907, grad_norm: 6.9189 2021-02-07 14:10:05,428 - mmaction - INFO - Epoch [88][940/3757] lr: 1.000e-04, eta: 13:00:27, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8922, loss_cls: 1.0580, loss: 1.0580, grad_norm: 6.7481 2021-02-07 14:10:14,355 - mmaction - INFO - Epoch [88][960/3757] lr: 1.000e-04, eta: 13:00:06, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7602, top5_acc: 0.9062, loss_cls: 0.9993, loss: 0.9993, grad_norm: 6.8842 2021-02-07 14:10:55,071 - mmaction - INFO - Epoch [88][980/3757] lr: 1.000e-04, eta: 12:59:50, time: 2.036, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9047, loss_cls: 1.0055, loss: 1.0055, grad_norm: 7.0752 2021-02-07 14:11:03,853 - mmaction - INFO - Epoch [88][1000/3757] lr: 1.000e-04, eta: 12:59:29, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8961, loss_cls: 1.0425, loss: 1.0425, grad_norm: 6.7585 2021-02-07 14:11:12,642 - mmaction - INFO - Epoch [88][1020/3757] lr: 1.000e-04, eta: 12:59:07, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8992, loss_cls: 1.0233, loss: 1.0233, grad_norm: 6.7329 2021-02-07 14:11:21,410 - mmaction - INFO - Epoch [88][1040/3757] lr: 1.000e-04, eta: 12:58:45, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7578, top5_acc: 0.9078, loss_cls: 0.9541, loss: 0.9541, grad_norm: 6.6012 2021-02-07 14:11:30,280 - mmaction - INFO - Epoch [88][1060/3757] lr: 1.000e-04, eta: 12:58:24, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9039, loss_cls: 0.9811, loss: 0.9811, grad_norm: 6.8658 2021-02-07 14:12:06,797 - mmaction - INFO - Epoch [88][1080/3757] lr: 1.000e-04, eta: 12:58:07, time: 1.827, data_time: 0.002, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8984, loss_cls: 1.1084, loss: 1.1084, grad_norm: 7.1181 2021-02-07 14:12:15,583 - mmaction - INFO - Epoch [88][1100/3757] lr: 1.000e-04, eta: 12:57:46, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8938, loss_cls: 1.0519, loss: 1.0519, grad_norm: 7.0749 2021-02-07 14:12:24,363 - mmaction - INFO - Epoch [88][1120/3757] lr: 1.000e-04, eta: 12:57:24, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8852, loss_cls: 1.0941, loss: 1.0941, grad_norm: 6.7655 2021-02-07 14:12:33,198 - mmaction - INFO - Epoch [88][1140/3757] lr: 1.000e-04, eta: 12:57:03, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8961, loss_cls: 1.0581, loss: 1.0581, grad_norm: 6.9362 2021-02-07 14:12:42,001 - mmaction - INFO - Epoch [88][1160/3757] lr: 1.000e-04, eta: 12:56:41, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9055, loss_cls: 1.0126, loss: 1.0126, grad_norm: 7.3115 2021-02-07 14:12:50,831 - mmaction - INFO - Epoch [88][1180/3757] lr: 1.000e-04, eta: 12:56:19, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8906, loss_cls: 1.0589, loss: 1.0589, grad_norm: 6.8859 2021-02-07 14:13:13,839 - mmaction - INFO - Epoch [88][1200/3757] lr: 1.000e-04, eta: 12:56:00, time: 1.150, data_time: 0.001, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9086, loss_cls: 0.9657, loss: 0.9657, grad_norm: 6.7623 2021-02-07 14:13:22,839 - mmaction - INFO - Epoch [88][1220/3757] lr: 1.000e-04, eta: 12:55:39, time: 0.450, data_time: 0.001, memory: 7141, top1_acc: 0.7586, top5_acc: 0.9172, loss_cls: 0.9903, loss: 0.9903, grad_norm: 6.9791 2021-02-07 14:13:56,057 - mmaction - INFO - Epoch [88][1240/3757] lr: 1.000e-04, eta: 12:55:22, time: 1.661, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9008, loss_cls: 1.0111, loss: 1.0111, grad_norm: 6.8192 2021-02-07 14:14:21,847 - mmaction - INFO - Epoch [88][1260/3757] lr: 1.000e-04, eta: 12:55:04, time: 1.289, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8992, loss_cls: 1.0763, loss: 1.0763, grad_norm: 7.1243 2021-02-07 14:14:42,396 - mmaction - INFO - Epoch [88][1280/3757] lr: 1.000e-04, eta: 12:54:44, time: 1.028, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8953, loss_cls: 1.0645, loss: 1.0645, grad_norm: 7.0341 2021-02-07 14:14:51,155 - mmaction - INFO - Epoch [88][1300/3757] lr: 1.000e-04, eta: 12:54:23, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.0373, loss: 1.0373, grad_norm: 6.9915 2021-02-07 14:15:42,301 - mmaction - INFO - Epoch [88][1320/3757] lr: 1.000e-04, eta: 12:54:09, time: 2.558, data_time: 0.001, memory: 7141, top1_acc: 0.7562, top5_acc: 0.9039, loss_cls: 0.9841, loss: 0.9841, grad_norm: 6.7821 2021-02-07 14:15:51,101 - mmaction - INFO - Epoch [88][1340/3757] lr: 1.000e-04, eta: 12:53:47, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8977, loss_cls: 1.0287, loss: 1.0287, grad_norm: 6.8295 2021-02-07 14:16:17,065 - mmaction - INFO - Epoch [88][1360/3757] lr: 1.000e-04, eta: 12:53:29, time: 1.298, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.9055, loss_cls: 1.0471, loss: 1.0471, grad_norm: 7.0022 2021-02-07 14:16:25,859 - mmaction - INFO - Epoch [88][1380/3757] lr: 1.000e-04, eta: 12:53:08, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8953, loss_cls: 1.0333, loss: 1.0333, grad_norm: 7.0146 2021-02-07 14:16:48,028 - mmaction - INFO - Epoch [88][1400/3757] lr: 1.000e-04, eta: 12:52:49, time: 1.109, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8883, loss_cls: 1.0893, loss: 1.0893, grad_norm: 6.7971 2021-02-07 14:16:56,818 - mmaction - INFO - Epoch [88][1420/3757] lr: 1.000e-04, eta: 12:52:27, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8961, loss_cls: 1.0031, loss: 1.0031, grad_norm: 6.7013 2021-02-07 14:17:14,945 - mmaction - INFO - Epoch [88][1440/3757] lr: 1.000e-04, eta: 12:52:07, time: 0.906, data_time: 0.000, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9148, loss_cls: 0.9935, loss: 0.9935, grad_norm: 6.8977 2021-02-07 14:17:53,475 - mmaction - INFO - Epoch [88][1460/3757] lr: 1.000e-04, eta: 12:51:51, time: 1.927, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9047, loss_cls: 1.0117, loss: 1.0117, grad_norm: 6.7908 2021-02-07 14:18:32,464 - mmaction - INFO - Epoch [88][1480/3757] lr: 1.000e-04, eta: 12:51:35, time: 1.949, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9047, loss_cls: 1.0197, loss: 1.0197, grad_norm: 6.9196 2021-02-07 14:19:05,337 - mmaction - INFO - Epoch [88][1500/3757] lr: 1.000e-04, eta: 12:51:18, time: 1.644, data_time: 0.277, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8789, loss_cls: 1.1329, loss: 1.1329, grad_norm: 7.1049 2021-02-07 14:19:30,204 - mmaction - INFO - Epoch [88][1520/3757] lr: 1.000e-04, eta: 12:51:00, time: 1.243, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8906, loss_cls: 1.0426, loss: 1.0426, grad_norm: 6.7226 2021-02-07 14:19:38,944 - mmaction - INFO - Epoch [88][1540/3757] lr: 1.000e-04, eta: 12:50:38, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8875, loss_cls: 1.0851, loss: 1.0851, grad_norm: 6.9877 2021-02-07 14:20:19,982 - mmaction - INFO - Epoch [88][1560/3757] lr: 1.000e-04, eta: 12:50:23, time: 2.052, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8969, loss_cls: 1.0491, loss: 1.0491, grad_norm: 7.0140 2021-02-07 14:20:43,986 - mmaction - INFO - Epoch [88][1580/3757] lr: 1.000e-04, eta: 12:50:04, time: 1.200, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8969, loss_cls: 1.0176, loss: 1.0176, grad_norm: 6.6759 2021-02-07 14:20:52,758 - mmaction - INFO - Epoch [88][1600/3757] lr: 1.000e-04, eta: 12:49:43, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9008, loss_cls: 1.0285, loss: 1.0285, grad_norm: 6.8741 2021-02-07 14:21:19,715 - mmaction - INFO - Epoch [88][1620/3757] lr: 1.000e-04, eta: 12:49:24, time: 1.348, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.9000, loss_cls: 1.0369, loss: 1.0369, grad_norm: 6.9636 2021-02-07 14:21:51,710 - mmaction - INFO - Epoch [88][1640/3757] lr: 1.000e-04, eta: 12:49:07, time: 1.600, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8961, loss_cls: 1.0680, loss: 1.0680, grad_norm: 7.0418 2021-02-07 14:22:00,464 - mmaction - INFO - Epoch [88][1660/3757] lr: 1.000e-04, eta: 12:48:46, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8953, loss_cls: 1.0403, loss: 1.0403, grad_norm: 7.0663 2021-02-07 14:22:09,176 - mmaction - INFO - Epoch [88][1680/3757] lr: 1.000e-04, eta: 12:48:24, time: 0.435, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0003, loss: 1.0003, grad_norm: 6.9038 2021-02-07 14:22:17,984 - mmaction - INFO - Epoch [88][1700/3757] lr: 1.000e-04, eta: 12:48:02, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8930, loss_cls: 1.0053, loss: 1.0053, grad_norm: 6.6950 2021-02-07 14:22:26,723 - mmaction - INFO - Epoch [88][1720/3757] lr: 1.000e-04, eta: 12:47:41, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8953, loss_cls: 1.0220, loss: 1.0220, grad_norm: 6.7650 2021-02-07 14:22:35,486 - mmaction - INFO - Epoch [88][1740/3757] lr: 1.000e-04, eta: 12:47:19, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8898, loss_cls: 1.0303, loss: 1.0303, grad_norm: 6.8149 2021-02-07 14:22:44,272 - mmaction - INFO - Epoch [88][1760/3757] lr: 1.000e-04, eta: 12:46:57, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8930, loss_cls: 1.1103, loss: 1.1103, grad_norm: 7.1337 2021-02-07 14:23:12,861 - mmaction - INFO - Epoch [88][1780/3757] lr: 1.000e-04, eta: 12:46:40, time: 1.430, data_time: 0.001, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9094, loss_cls: 1.0040, loss: 1.0040, grad_norm: 7.0511 2021-02-07 14:23:21,626 - mmaction - INFO - Epoch [88][1800/3757] lr: 1.000e-04, eta: 12:46:18, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8930, loss_cls: 1.0729, loss: 1.0729, grad_norm: 7.0606 2021-02-07 14:23:30,446 - mmaction - INFO - Epoch [88][1820/3757] lr: 1.000e-04, eta: 12:45:56, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9062, loss_cls: 0.9986, loss: 0.9986, grad_norm: 6.7253 2021-02-07 14:24:03,775 - mmaction - INFO - Epoch [88][1840/3757] lr: 1.000e-04, eta: 12:45:40, time: 1.667, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8898, loss_cls: 1.1006, loss: 1.1006, grad_norm: 7.0436 2021-02-07 14:24:12,534 - mmaction - INFO - Epoch [88][1860/3757] lr: 1.000e-04, eta: 12:45:18, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9055, loss_cls: 1.0285, loss: 1.0285, grad_norm: 6.9027 2021-02-07 14:24:21,314 - mmaction - INFO - Epoch [88][1880/3757] lr: 1.000e-04, eta: 12:44:56, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7641, top5_acc: 0.9062, loss_cls: 0.9311, loss: 0.9311, grad_norm: 6.4856 2021-02-07 14:24:46,008 - mmaction - INFO - Epoch [88][1900/3757] lr: 1.000e-04, eta: 12:44:38, time: 1.234, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.8961, loss_cls: 1.0323, loss: 1.0323, grad_norm: 6.9756 2021-02-07 14:25:07,340 - mmaction - INFO - Epoch [88][1920/3757] lr: 1.000e-04, eta: 12:44:19, time: 1.067, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8898, loss_cls: 1.0776, loss: 1.0776, grad_norm: 6.7565 2021-02-07 14:25:16,109 - mmaction - INFO - Epoch [88][1940/3757] lr: 1.000e-04, eta: 12:43:57, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9148, loss_cls: 0.9799, loss: 0.9799, grad_norm: 6.6292 2021-02-07 14:25:24,958 - mmaction - INFO - Epoch [88][1960/3757] lr: 1.000e-04, eta: 12:43:35, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.0650, loss: 1.0650, grad_norm: 7.1000 2021-02-07 14:25:50,655 - mmaction - INFO - Epoch [88][1980/3757] lr: 1.000e-04, eta: 12:43:17, time: 1.285, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9055, loss_cls: 1.0174, loss: 1.0174, grad_norm: 7.0065 2021-02-07 14:25:59,430 - mmaction - INFO - Epoch [88][2000/3757] lr: 1.000e-04, eta: 12:42:55, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9000, loss_cls: 1.0363, loss: 1.0363, grad_norm: 7.0456 2021-02-07 14:26:08,248 - mmaction - INFO - Epoch [88][2020/3757] lr: 1.000e-04, eta: 12:42:34, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8891, loss_cls: 1.0782, loss: 1.0782, grad_norm: 7.0135 2021-02-07 14:26:17,050 - mmaction - INFO - Epoch [88][2040/3757] lr: 1.000e-04, eta: 12:42:12, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9055, loss_cls: 1.0226, loss: 1.0226, grad_norm: 6.8968 2021-02-07 14:26:25,858 - mmaction - INFO - Epoch [88][2060/3757] lr: 1.000e-04, eta: 12:41:51, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8953, loss_cls: 1.0893, loss: 1.0893, grad_norm: 7.1308 2021-02-07 14:26:34,663 - mmaction - INFO - Epoch [88][2080/3757] lr: 1.000e-04, eta: 12:41:29, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7664, top5_acc: 0.9055, loss_cls: 0.9518, loss: 0.9518, grad_norm: 6.5990 2021-02-07 14:27:07,284 - mmaction - INFO - Epoch [88][2100/3757] lr: 1.000e-04, eta: 12:41:12, time: 1.630, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9055, loss_cls: 1.0055, loss: 1.0055, grad_norm: 6.7333 2021-02-07 14:27:16,089 - mmaction - INFO - Epoch [88][2120/3757] lr: 1.000e-04, eta: 12:40:50, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9102, loss_cls: 0.9743, loss: 0.9743, grad_norm: 6.6357 2021-02-07 14:27:24,873 - mmaction - INFO - Epoch [88][2140/3757] lr: 1.000e-04, eta: 12:40:29, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9055, loss_cls: 0.9815, loss: 0.9815, grad_norm: 6.6702 2021-02-07 14:27:33,663 - mmaction - INFO - Epoch [88][2160/3757] lr: 1.000e-04, eta: 12:40:07, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9133, loss_cls: 1.0014, loss: 1.0014, grad_norm: 7.0520 2021-02-07 14:27:42,473 - mmaction - INFO - Epoch [88][2180/3757] lr: 1.000e-04, eta: 12:39:46, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.9047, loss_cls: 1.0480, loss: 1.0480, grad_norm: 7.1716 2021-02-07 14:27:51,329 - mmaction - INFO - Epoch [88][2200/3757] lr: 1.000e-04, eta: 12:39:24, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8922, loss_cls: 1.0772, loss: 1.0772, grad_norm: 6.9824 2021-02-07 14:28:15,141 - mmaction - INFO - Epoch [88][2220/3757] lr: 1.000e-04, eta: 12:39:05, time: 1.191, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9008, loss_cls: 1.0431, loss: 1.0431, grad_norm: 6.9816 2021-02-07 14:28:23,963 - mmaction - INFO - Epoch [88][2240/3757] lr: 1.000e-04, eta: 12:38:44, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9039, loss_cls: 1.0211, loss: 1.0211, grad_norm: 6.7843 2021-02-07 14:29:02,293 - mmaction - INFO - Epoch [88][2260/3757] lr: 1.000e-04, eta: 12:38:28, time: 1.916, data_time: 0.000, memory: 7141, top1_acc: 0.7562, top5_acc: 0.9141, loss_cls: 0.9273, loss: 0.9273, grad_norm: 6.7026 2021-02-07 14:29:37,772 - mmaction - INFO - Epoch [88][2280/3757] lr: 1.000e-04, eta: 12:38:11, time: 1.774, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9102, loss_cls: 1.0267, loss: 1.0267, grad_norm: 7.1633 2021-02-07 14:29:46,548 - mmaction - INFO - Epoch [88][2300/3757] lr: 1.000e-04, eta: 12:37:50, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9070, loss_cls: 0.9672, loss: 0.9672, grad_norm: 6.5765 2021-02-07 14:29:55,320 - mmaction - INFO - Epoch [88][2320/3757] lr: 1.000e-04, eta: 12:37:28, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8938, loss_cls: 1.0782, loss: 1.0782, grad_norm: 7.0141 2021-02-07 14:30:20,770 - mmaction - INFO - Epoch [88][2340/3757] lr: 1.000e-04, eta: 12:37:10, time: 1.272, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8898, loss_cls: 1.1095, loss: 1.1095, grad_norm: 7.2145 2021-02-07 14:30:29,546 - mmaction - INFO - Epoch [88][2360/3757] lr: 1.000e-04, eta: 12:36:48, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8984, loss_cls: 1.0716, loss: 1.0716, grad_norm: 6.7585 2021-02-07 14:30:38,314 - mmaction - INFO - Epoch [88][2380/3757] lr: 1.000e-04, eta: 12:36:27, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7641, top5_acc: 0.9109, loss_cls: 0.9618, loss: 0.9618, grad_norm: 6.9220 2021-02-07 14:30:47,161 - mmaction - INFO - Epoch [88][2400/3757] lr: 1.000e-04, eta: 12:36:05, time: 0.443, data_time: 0.002, memory: 7141, top1_acc: 0.7484, top5_acc: 0.8992, loss_cls: 1.0199, loss: 1.0199, grad_norm: 6.9539 2021-02-07 14:31:04,980 - mmaction - INFO - Epoch [88][2420/3757] lr: 1.000e-04, eta: 12:35:45, time: 0.890, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9000, loss_cls: 1.0087, loss: 1.0087, grad_norm: 6.7399 2021-02-07 14:31:13,795 - mmaction - INFO - Epoch [88][2440/3757] lr: 1.000e-04, eta: 12:35:24, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9031, loss_cls: 0.9875, loss: 0.9875, grad_norm: 6.7167 2021-02-07 14:31:22,594 - mmaction - INFO - Epoch [88][2460/3757] lr: 1.000e-04, eta: 12:35:02, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8953, loss_cls: 1.0822, loss: 1.0822, grad_norm: 7.1873 2021-02-07 14:31:36,330 - mmaction - INFO - Epoch [88][2480/3757] lr: 1.000e-04, eta: 12:34:41, time: 0.686, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9016, loss_cls: 1.0821, loss: 1.0821, grad_norm: 7.2011 2021-02-07 14:31:45,990 - mmaction - INFO - Epoch [88][2500/3757] lr: 1.000e-04, eta: 12:34:20, time: 0.483, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1561, loss: 1.1561, grad_norm: 7.1766 2021-02-07 14:31:55,024 - mmaction - INFO - Epoch [88][2520/3757] lr: 1.000e-04, eta: 12:33:59, time: 0.451, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0979, loss: 1.0979, grad_norm: 7.1692 2021-02-07 14:32:03,840 - mmaction - INFO - Epoch [88][2540/3757] lr: 1.000e-04, eta: 12:33:37, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.9008, loss_cls: 1.0560, loss: 1.0560, grad_norm: 7.1072 2021-02-07 14:32:12,651 - mmaction - INFO - Epoch [88][2560/3757] lr: 1.000e-04, eta: 12:33:16, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8984, loss_cls: 1.0562, loss: 1.0562, grad_norm: 7.2029 2021-02-07 14:32:34,854 - mmaction - INFO - Epoch [88][2580/3757] lr: 1.000e-04, eta: 12:32:56, time: 1.110, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9102, loss_cls: 1.0060, loss: 1.0060, grad_norm: 6.9799 2021-02-07 14:32:43,710 - mmaction - INFO - Epoch [88][2600/3757] lr: 1.000e-04, eta: 12:32:35, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8938, loss_cls: 1.0429, loss: 1.0429, grad_norm: 6.8311 2021-02-07 14:32:52,568 - mmaction - INFO - Epoch [88][2620/3757] lr: 1.000e-04, eta: 12:32:13, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9086, loss_cls: 1.0088, loss: 1.0088, grad_norm: 6.8306 2021-02-07 14:33:32,572 - mmaction - INFO - Epoch [88][2640/3757] lr: 1.000e-04, eta: 12:31:58, time: 2.000, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8953, loss_cls: 1.0730, loss: 1.0730, grad_norm: 7.0368 2021-02-07 14:33:41,372 - mmaction - INFO - Epoch [88][2660/3757] lr: 1.000e-04, eta: 12:31:36, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8906, loss_cls: 1.0626, loss: 1.0626, grad_norm: 6.9032 2021-02-07 14:34:07,617 - mmaction - INFO - Epoch [88][2680/3757] lr: 1.000e-04, eta: 12:31:18, time: 1.313, data_time: 0.002, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8930, loss_cls: 1.0463, loss: 1.0463, grad_norm: 6.9539 2021-02-07 14:34:16,392 - mmaction - INFO - Epoch [88][2700/3757] lr: 1.000e-04, eta: 12:30:56, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8953, loss_cls: 1.0392, loss: 1.0392, grad_norm: 6.7695 2021-02-07 14:34:25,189 - mmaction - INFO - Epoch [88][2720/3757] lr: 1.000e-04, eta: 12:30:35, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7500, top5_acc: 0.8984, loss_cls: 1.0653, loss: 1.0653, grad_norm: 6.9951 2021-02-07 14:34:46,833 - mmaction - INFO - Epoch [88][2740/3757] lr: 1.000e-04, eta: 12:30:16, time: 1.082, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8984, loss_cls: 1.0365, loss: 1.0365, grad_norm: 6.8615 2021-02-07 14:34:55,652 - mmaction - INFO - Epoch [88][2760/3757] lr: 1.000e-04, eta: 12:29:54, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8938, loss_cls: 1.0648, loss: 1.0648, grad_norm: 6.9546 2021-02-07 14:35:04,539 - mmaction - INFO - Epoch [88][2780/3757] lr: 1.000e-04, eta: 12:29:33, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7500, top5_acc: 0.8969, loss_cls: 1.0233, loss: 1.0233, grad_norm: 6.7592 2021-02-07 14:35:36,887 - mmaction - INFO - Epoch [88][2800/3757] lr: 1.000e-04, eta: 12:29:16, time: 1.618, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8945, loss_cls: 1.0523, loss: 1.0523, grad_norm: 6.9924 2021-02-07 14:35:45,673 - mmaction - INFO - Epoch [88][2820/3757] lr: 1.000e-04, eta: 12:28:54, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8898, loss_cls: 1.1236, loss: 1.1236, grad_norm: 7.2968 2021-02-07 14:36:08,723 - mmaction - INFO - Epoch [88][2840/3757] lr: 1.000e-04, eta: 12:28:35, time: 1.152, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8992, loss_cls: 1.0742, loss: 1.0742, grad_norm: 7.2641 2021-02-07 14:36:17,492 - mmaction - INFO - Epoch [88][2860/3757] lr: 1.000e-04, eta: 12:28:14, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9078, loss_cls: 0.9852, loss: 0.9852, grad_norm: 7.0909 2021-02-07 14:36:26,274 - mmaction - INFO - Epoch [88][2880/3757] lr: 1.000e-04, eta: 12:27:52, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9125, loss_cls: 0.9859, loss: 0.9859, grad_norm: 6.9679 2021-02-07 14:36:47,799 - mmaction - INFO - Epoch [88][2900/3757] lr: 1.000e-04, eta: 12:27:33, time: 1.076, data_time: 0.002, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9062, loss_cls: 0.9950, loss: 0.9950, grad_norm: 6.7382 2021-02-07 14:36:56,589 - mmaction - INFO - Epoch [88][2920/3757] lr: 1.000e-04, eta: 12:27:11, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.8977, loss_cls: 1.0221, loss: 1.0221, grad_norm: 6.8724 2021-02-07 14:37:05,414 - mmaction - INFO - Epoch [88][2940/3757] lr: 1.000e-04, eta: 12:26:50, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9070, loss_cls: 0.9797, loss: 0.9797, grad_norm: 6.9586 2021-02-07 14:37:26,474 - mmaction - INFO - Epoch [88][2960/3757] lr: 1.000e-04, eta: 12:26:31, time: 1.053, data_time: 0.001, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9125, loss_cls: 0.9453, loss: 0.9453, grad_norm: 6.8483 2021-02-07 14:37:35,227 - mmaction - INFO - Epoch [88][2980/3757] lr: 1.000e-04, eta: 12:26:09, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8875, loss_cls: 1.0531, loss: 1.0531, grad_norm: 6.8218 2021-02-07 14:37:44,025 - mmaction - INFO - Epoch [88][3000/3757] lr: 1.000e-04, eta: 12:25:48, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7602, top5_acc: 0.8961, loss_cls: 0.9985, loss: 0.9985, grad_norm: 6.6812 2021-02-07 14:37:52,859 - mmaction - INFO - Epoch [88][3020/3757] lr: 1.000e-04, eta: 12:25:26, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9016, loss_cls: 1.0498, loss: 1.0498, grad_norm: 6.9985 2021-02-07 14:38:01,714 - mmaction - INFO - Epoch [88][3040/3757] lr: 1.000e-04, eta: 12:25:05, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9008, loss_cls: 1.0577, loss: 1.0577, grad_norm: 7.0513 2021-02-07 14:38:11,774 - mmaction - INFO - Epoch [88][3060/3757] lr: 1.000e-04, eta: 12:24:43, time: 0.503, data_time: 0.001, memory: 7141, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.0818, loss: 1.0818, grad_norm: 7.1191 2021-02-07 14:38:20,636 - mmaction - INFO - Epoch [88][3080/3757] lr: 1.000e-04, eta: 12:24:22, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8906, loss_cls: 1.0751, loss: 1.0751, grad_norm: 7.0102 2021-02-07 14:38:29,516 - mmaction - INFO - Epoch [88][3100/3757] lr: 1.000e-04, eta: 12:24:00, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9039, loss_cls: 1.0165, loss: 1.0165, grad_norm: 6.8535 2021-02-07 14:39:00,458 - mmaction - INFO - Epoch [88][3120/3757] lr: 1.000e-04, eta: 12:23:43, time: 1.547, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9016, loss_cls: 1.0015, loss: 1.0015, grad_norm: 6.9511 2021-02-07 14:39:09,253 - mmaction - INFO - Epoch [88][3140/3757] lr: 1.000e-04, eta: 12:23:21, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7594, top5_acc: 0.9117, loss_cls: 0.9486, loss: 0.9486, grad_norm: 6.9562 2021-02-07 14:39:18,040 - mmaction - INFO - Epoch [88][3160/3757] lr: 1.000e-04, eta: 12:23:00, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9047, loss_cls: 0.9738, loss: 0.9738, grad_norm: 6.8883 2021-02-07 14:39:26,813 - mmaction - INFO - Epoch [88][3180/3757] lr: 1.000e-04, eta: 12:22:38, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8977, loss_cls: 1.0170, loss: 1.0170, grad_norm: 6.8884 2021-02-07 14:39:35,616 - mmaction - INFO - Epoch [88][3200/3757] lr: 1.000e-04, eta: 12:22:17, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9016, loss_cls: 1.0694, loss: 1.0694, grad_norm: 6.9860 2021-02-07 14:40:04,755 - mmaction - INFO - Epoch [88][3220/3757] lr: 1.000e-04, eta: 12:21:59, time: 1.457, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.9047, loss_cls: 1.0392, loss: 1.0392, grad_norm: 7.2563 2021-02-07 14:40:13,628 - mmaction - INFO - Epoch [88][3240/3757] lr: 1.000e-04, eta: 12:21:38, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9117, loss_cls: 0.9780, loss: 0.9780, grad_norm: 6.8047 2021-02-07 14:40:22,429 - mmaction - INFO - Epoch [88][3260/3757] lr: 1.000e-04, eta: 12:21:16, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8961, loss_cls: 1.0317, loss: 1.0317, grad_norm: 7.0500 2021-02-07 14:40:31,243 - mmaction - INFO - Epoch [88][3280/3757] lr: 1.000e-04, eta: 12:20:55, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7617, top5_acc: 0.9117, loss_cls: 0.9511, loss: 0.9511, grad_norm: 6.6354 2021-02-07 14:40:49,367 - mmaction - INFO - Epoch [88][3300/3757] lr: 1.000e-04, eta: 12:20:35, time: 0.906, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8969, loss_cls: 1.0921, loss: 1.0921, grad_norm: 7.0406 2021-02-07 14:40:58,157 - mmaction - INFO - Epoch [88][3320/3757] lr: 1.000e-04, eta: 12:20:13, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9000, loss_cls: 1.0099, loss: 1.0099, grad_norm: 6.8614 2021-02-07 14:41:06,935 - mmaction - INFO - Epoch [88][3340/3757] lr: 1.000e-04, eta: 12:19:52, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8984, loss_cls: 1.0234, loss: 1.0234, grad_norm: 7.0075 2021-02-07 14:41:15,775 - mmaction - INFO - Epoch [88][3360/3757] lr: 1.000e-04, eta: 12:19:31, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9023, loss_cls: 1.0207, loss: 1.0207, grad_norm: 6.9173 2021-02-07 14:41:24,595 - mmaction - INFO - Epoch [88][3380/3757] lr: 1.000e-04, eta: 12:19:09, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9125, loss_cls: 0.9926, loss: 0.9926, grad_norm: 6.9786 2021-02-07 14:41:45,629 - mmaction - INFO - Epoch [88][3400/3757] lr: 1.000e-04, eta: 12:18:50, time: 1.051, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9008, loss_cls: 1.0487, loss: 1.0487, grad_norm: 7.0788 2021-02-07 14:41:54,403 - mmaction - INFO - Epoch [88][3420/3757] lr: 1.000e-04, eta: 12:18:28, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9031, loss_cls: 1.0264, loss: 1.0264, grad_norm: 7.0719 2021-02-07 14:42:03,228 - mmaction - INFO - Epoch [88][3440/3757] lr: 1.000e-04, eta: 12:18:07, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7562, top5_acc: 0.9047, loss_cls: 1.0121, loss: 1.0121, grad_norm: 6.8152 2021-02-07 14:42:12,108 - mmaction - INFO - Epoch [88][3460/3757] lr: 1.000e-04, eta: 12:17:45, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8930, loss_cls: 1.1249, loss: 1.1249, grad_norm: 7.2289 2021-02-07 14:42:20,930 - mmaction - INFO - Epoch [88][3480/3757] lr: 1.000e-04, eta: 12:17:24, time: 0.442, data_time: 0.002, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8922, loss_cls: 1.0225, loss: 1.0225, grad_norm: 6.9292 2021-02-07 14:42:42,781 - mmaction - INFO - Epoch [88][3500/3757] lr: 1.000e-04, eta: 12:17:05, time: 1.092, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9062, loss_cls: 1.0352, loss: 1.0352, grad_norm: 6.8585 2021-02-07 14:42:51,578 - mmaction - INFO - Epoch [88][3520/3757] lr: 1.000e-04, eta: 12:16:43, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8914, loss_cls: 1.0304, loss: 1.0304, grad_norm: 6.8904 2021-02-07 14:43:00,349 - mmaction - INFO - Epoch [88][3540/3757] lr: 1.000e-04, eta: 12:16:22, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9055, loss_cls: 0.9984, loss: 0.9984, grad_norm: 6.9815 2021-02-07 14:43:09,222 - mmaction - INFO - Epoch [88][3560/3757] lr: 1.000e-04, eta: 12:16:00, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7562, top5_acc: 0.9031, loss_cls: 1.0024, loss: 1.0024, grad_norm: 6.9018 2021-02-07 14:43:30,716 - mmaction - INFO - Epoch [88][3580/3757] lr: 1.000e-04, eta: 12:15:41, time: 1.075, data_time: 0.001, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1485, loss: 1.1485, grad_norm: 7.2683 2021-02-07 14:43:39,495 - mmaction - INFO - Epoch [88][3600/3757] lr: 1.000e-04, eta: 12:15:20, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7648, top5_acc: 0.9164, loss_cls: 0.9422, loss: 0.9422, grad_norm: 6.6018 2021-02-07 14:43:48,344 - mmaction - INFO - Epoch [88][3620/3757] lr: 1.000e-04, eta: 12:14:58, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8852, loss_cls: 1.1251, loss: 1.1251, grad_norm: 7.0776 2021-02-07 14:43:57,167 - mmaction - INFO - Epoch [88][3640/3757] lr: 1.000e-04, eta: 12:14:37, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8945, loss_cls: 1.0776, loss: 1.0776, grad_norm: 7.3217 2021-02-07 14:44:23,522 - mmaction - INFO - Epoch [88][3660/3757] lr: 1.000e-04, eta: 12:14:19, time: 1.318, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9047, loss_cls: 1.0135, loss: 1.0135, grad_norm: 7.1127 2021-02-07 14:44:32,267 - mmaction - INFO - Epoch [88][3680/3757] lr: 1.000e-04, eta: 12:13:57, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8875, loss_cls: 1.1424, loss: 1.1424, grad_norm: 7.3332 2021-02-07 14:44:41,089 - mmaction - INFO - Epoch [88][3700/3757] lr: 1.000e-04, eta: 12:13:36, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8938, loss_cls: 1.0083, loss: 1.0083, grad_norm: 6.7845 2021-02-07 14:44:49,927 - mmaction - INFO - Epoch [88][3720/3757] lr: 1.000e-04, eta: 12:13:14, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8898, loss_cls: 1.0567, loss: 1.0567, grad_norm: 7.1674 2021-02-07 14:45:16,471 - mmaction - INFO - Epoch [88][3740/3757] lr: 1.000e-04, eta: 12:12:56, time: 1.327, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9008, loss_cls: 1.0102, loss: 1.0102, grad_norm: 6.8337 2021-02-07 14:45:24,500 - mmaction - INFO - Saving checkpoint at 88 epochs 2021-02-07 14:45:49,139 - mmaction - INFO - Epoch [89][20/3757] lr: 1.000e-04, eta: 12:12:18, time: 1.189, data_time: 0.742, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8906, loss_cls: 1.1138, loss: 1.1138, grad_norm: 7.0965 2021-02-07 14:45:57,980 - mmaction - INFO - Epoch [89][40/3757] lr: 1.000e-04, eta: 12:11:56, time: 0.442, data_time: 0.005, memory: 7141, top1_acc: 0.7570, top5_acc: 0.8984, loss_cls: 1.0209, loss: 1.0209, grad_norm: 6.8440 2021-02-07 14:46:06,740 - mmaction - INFO - Epoch [89][60/3757] lr: 1.000e-04, eta: 12:11:35, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8977, loss_cls: 1.0116, loss: 1.0116, grad_norm: 6.8158 2021-02-07 14:46:15,567 - mmaction - INFO - Epoch [89][80/3757] lr: 1.000e-04, eta: 12:11:13, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8969, loss_cls: 1.0862, loss: 1.0862, grad_norm: 7.1743 2021-02-07 14:46:24,369 - mmaction - INFO - Epoch [89][100/3757] lr: 1.000e-04, eta: 12:10:52, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9047, loss_cls: 0.9826, loss: 0.9826, grad_norm: 6.8619 2021-02-07 14:46:33,218 - mmaction - INFO - Epoch [89][120/3757] lr: 1.000e-04, eta: 12:10:31, time: 0.443, data_time: 0.002, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.1072, loss: 1.1072, grad_norm: 7.3075 2021-02-07 14:46:42,070 - mmaction - INFO - Epoch [89][140/3757] lr: 1.000e-04, eta: 12:10:09, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9047, loss_cls: 1.0167, loss: 1.0167, grad_norm: 6.9750 2021-02-07 14:46:50,938 - mmaction - INFO - Epoch [89][160/3757] lr: 1.000e-04, eta: 12:09:48, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9016, loss_cls: 1.0263, loss: 1.0263, grad_norm: 6.9898 2021-02-07 14:46:59,763 - mmaction - INFO - Epoch [89][180/3757] lr: 1.000e-04, eta: 12:09:26, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8922, loss_cls: 1.0228, loss: 1.0228, grad_norm: 6.7695 2021-02-07 14:47:08,630 - mmaction - INFO - Epoch [89][200/3757] lr: 1.000e-04, eta: 12:09:05, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9023, loss_cls: 1.0517, loss: 1.0517, grad_norm: 6.8952 2021-02-07 14:47:17,443 - mmaction - INFO - Epoch [89][220/3757] lr: 1.000e-04, eta: 12:08:44, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8992, loss_cls: 1.0483, loss: 1.0483, grad_norm: 6.9645 2021-02-07 14:47:26,314 - mmaction - INFO - Epoch [89][240/3757] lr: 1.000e-04, eta: 12:08:22, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.0959, loss: 1.0959, grad_norm: 6.9987 2021-02-07 14:47:35,165 - mmaction - INFO - Epoch [89][260/3757] lr: 1.000e-04, eta: 12:08:01, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.1114, loss: 1.1114, grad_norm: 7.2679 2021-02-07 14:47:44,039 - mmaction - INFO - Epoch [89][280/3757] lr: 1.000e-04, eta: 12:07:39, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7586, top5_acc: 0.9109, loss_cls: 1.0110, loss: 1.0110, grad_norm: 6.9054 2021-02-07 14:47:52,931 - mmaction - INFO - Epoch [89][300/3757] lr: 1.000e-04, eta: 12:07:18, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9047, loss_cls: 1.0117, loss: 1.0117, grad_norm: 6.9089 2021-02-07 14:48:01,822 - mmaction - INFO - Epoch [89][320/3757] lr: 1.000e-04, eta: 12:06:56, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8969, loss_cls: 1.0418, loss: 1.0418, grad_norm: 7.0271 2021-02-07 14:48:10,757 - mmaction - INFO - Epoch [89][340/3757] lr: 1.000e-04, eta: 12:06:35, time: 0.446, data_time: 0.000, memory: 7141, top1_acc: 0.7586, top5_acc: 0.9016, loss_cls: 1.0089, loss: 1.0089, grad_norm: 6.6769 2021-02-07 14:48:19,603 - mmaction - INFO - Epoch [89][360/3757] lr: 1.000e-04, eta: 12:06:14, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9047, loss_cls: 1.0619, loss: 1.0619, grad_norm: 6.8494 2021-02-07 14:48:28,484 - mmaction - INFO - Epoch [89][380/3757] lr: 1.000e-04, eta: 12:05:52, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8875, loss_cls: 1.1147, loss: 1.1147, grad_norm: 7.1974 2021-02-07 14:48:37,334 - mmaction - INFO - Epoch [89][400/3757] lr: 1.000e-04, eta: 12:05:31, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7516, top5_acc: 0.8898, loss_cls: 1.0415, loss: 1.0415, grad_norm: 7.0289 2021-02-07 14:48:46,199 - mmaction - INFO - Epoch [89][420/3757] lr: 1.000e-04, eta: 12:05:10, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8984, loss_cls: 1.0401, loss: 1.0401, grad_norm: 6.9346 2021-02-07 14:48:55,091 - mmaction - INFO - Epoch [89][440/3757] lr: 1.000e-04, eta: 12:04:48, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.8977, loss_cls: 1.0373, loss: 1.0373, grad_norm: 7.1738 2021-02-07 14:49:03,986 - mmaction - INFO - Epoch [89][460/3757] lr: 1.000e-04, eta: 12:04:27, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8977, loss_cls: 1.1179, loss: 1.1179, grad_norm: 7.2722 2021-02-07 14:49:12,861 - mmaction - INFO - Epoch [89][480/3757] lr: 1.000e-04, eta: 12:04:05, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7562, top5_acc: 0.9133, loss_cls: 0.9235, loss: 0.9235, grad_norm: 6.7578 2021-02-07 14:49:21,704 - mmaction - INFO - Epoch [89][500/3757] lr: 1.000e-04, eta: 12:03:44, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9078, loss_cls: 1.0159, loss: 1.0159, grad_norm: 6.8595 2021-02-07 14:49:30,529 - mmaction - INFO - Epoch [89][520/3757] lr: 1.000e-04, eta: 12:03:23, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7648, top5_acc: 0.9070, loss_cls: 0.9629, loss: 0.9629, grad_norm: 6.6449 2021-02-07 14:49:39,343 - mmaction - INFO - Epoch [89][540/3757] lr: 1.000e-04, eta: 12:03:01, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8781, loss_cls: 1.1381, loss: 1.1381, grad_norm: 7.1331 2021-02-07 14:49:48,246 - mmaction - INFO - Epoch [89][560/3757] lr: 1.000e-04, eta: 12:02:40, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8906, loss_cls: 1.0967, loss: 1.0967, grad_norm: 6.9899 2021-02-07 14:49:57,125 - mmaction - INFO - Epoch [89][580/3757] lr: 1.000e-04, eta: 12:02:18, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8844, loss_cls: 1.0896, loss: 1.0896, grad_norm: 6.8685 2021-02-07 14:50:06,052 - mmaction - INFO - Epoch [89][600/3757] lr: 1.000e-04, eta: 12:01:57, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8969, loss_cls: 0.9933, loss: 0.9933, grad_norm: 6.8631 2021-02-07 14:50:14,902 - mmaction - INFO - Epoch [89][620/3757] lr: 1.000e-04, eta: 12:01:36, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.8867, loss_cls: 1.0782, loss: 1.0782, grad_norm: 6.9301 2021-02-07 14:50:23,807 - mmaction - INFO - Epoch [89][640/3757] lr: 1.000e-04, eta: 12:01:14, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9055, loss_cls: 1.0379, loss: 1.0379, grad_norm: 7.1529 2021-02-07 14:51:04,905 - mmaction - INFO - Epoch [89][660/3757] lr: 1.000e-04, eta: 12:00:59, time: 2.055, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9008, loss_cls: 1.0588, loss: 1.0588, grad_norm: 6.9319 2021-02-07 14:51:13,833 - mmaction - INFO - Epoch [89][680/3757] lr: 1.000e-04, eta: 12:00:37, time: 0.446, data_time: 0.009, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9062, loss_cls: 0.9850, loss: 0.9850, grad_norm: 6.6004 2021-02-07 14:51:22,626 - mmaction - INFO - Epoch [89][700/3757] lr: 1.000e-04, eta: 12:00:16, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8977, loss_cls: 1.0150, loss: 1.0150, grad_norm: 6.8090 2021-02-07 14:51:31,427 - mmaction - INFO - Epoch [89][720/3757] lr: 1.000e-04, eta: 11:59:55, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8953, loss_cls: 1.0672, loss: 1.0672, grad_norm: 6.9803 2021-02-07 14:51:40,288 - mmaction - INFO - Epoch [89][740/3757] lr: 1.000e-04, eta: 11:59:33, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9016, loss_cls: 1.0608, loss: 1.0608, grad_norm: 7.0655 2021-02-07 14:52:37,863 - mmaction - INFO - Epoch [89][760/3757] lr: 1.000e-04, eta: 11:59:21, time: 2.879, data_time: 0.537, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9000, loss_cls: 1.0311, loss: 1.0311, grad_norm: 6.9121 2021-02-07 14:52:46,621 - mmaction - INFO - Epoch [89][780/3757] lr: 1.000e-04, eta: 11:58:59, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7617, top5_acc: 0.9055, loss_cls: 0.9973, loss: 0.9973, grad_norm: 6.9689 2021-02-07 14:54:02,080 - mmaction - INFO - Epoch [89][800/3757] lr: 1.000e-04, eta: 11:58:50, time: 3.773, data_time: 3.323, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8945, loss_cls: 1.0699, loss: 1.0699, grad_norm: 6.9749 2021-02-07 14:54:42,460 - mmaction - INFO - Epoch [89][820/3757] lr: 1.000e-04, eta: 11:58:34, time: 2.019, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8984, loss_cls: 1.0405, loss: 1.0405, grad_norm: 7.0877 2021-02-07 14:54:51,243 - mmaction - INFO - Epoch [89][840/3757] lr: 1.000e-04, eta: 11:58:13, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8906, loss_cls: 1.0745, loss: 1.0745, grad_norm: 7.1817 2021-02-07 14:55:00,026 - mmaction - INFO - Epoch [89][860/3757] lr: 1.000e-04, eta: 11:57:51, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9023, loss_cls: 1.0480, loss: 1.0480, grad_norm: 7.0217 2021-02-07 14:55:08,802 - mmaction - INFO - Epoch [89][880/3757] lr: 1.000e-04, eta: 11:57:30, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8820, loss_cls: 1.1312, loss: 1.1312, grad_norm: 7.0588 2021-02-07 14:55:17,549 - mmaction - INFO - Epoch [89][900/3757] lr: 1.000e-04, eta: 11:57:08, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9055, loss_cls: 1.0172, loss: 1.0172, grad_norm: 6.9167 2021-02-07 14:55:26,343 - mmaction - INFO - Epoch [89][920/3757] lr: 1.000e-04, eta: 11:56:47, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7570, top5_acc: 0.9109, loss_cls: 0.9838, loss: 0.9838, grad_norm: 6.9372 2021-02-07 14:55:35,168 - mmaction - INFO - Epoch [89][940/3757] lr: 1.000e-04, eta: 11:56:26, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9031, loss_cls: 1.0225, loss: 1.0225, grad_norm: 6.8255 2021-02-07 14:55:43,971 - mmaction - INFO - Epoch [89][960/3757] lr: 1.000e-04, eta: 11:56:04, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8992, loss_cls: 1.0725, loss: 1.0725, grad_norm: 6.9306 2021-02-07 14:55:52,808 - mmaction - INFO - Epoch [89][980/3757] lr: 1.000e-04, eta: 11:55:43, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8992, loss_cls: 1.0836, loss: 1.0836, grad_norm: 7.2422 2021-02-07 14:57:10,063 - mmaction - INFO - Epoch [89][1000/3757] lr: 1.000e-04, eta: 11:55:34, time: 3.862, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8953, loss_cls: 1.0581, loss: 1.0581, grad_norm: 6.8424 2021-02-07 14:57:18,774 - mmaction - INFO - Epoch [89][1020/3757] lr: 1.000e-04, eta: 11:55:12, time: 0.436, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8820, loss_cls: 1.1105, loss: 1.1105, grad_norm: 7.2153 2021-02-07 14:57:37,373 - mmaction - INFO - Epoch [89][1040/3757] lr: 1.000e-04, eta: 11:54:53, time: 0.930, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9008, loss_cls: 1.0283, loss: 1.0283, grad_norm: 7.0518 2021-02-07 14:57:46,155 - mmaction - INFO - Epoch [89][1060/3757] lr: 1.000e-04, eta: 11:54:31, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8969, loss_cls: 1.0770, loss: 1.0770, grad_norm: 7.1429 2021-02-07 14:58:06,194 - mmaction - INFO - Epoch [89][1080/3757] lr: 1.000e-04, eta: 11:54:12, time: 1.002, data_time: 0.000, memory: 7141, top1_acc: 0.7617, top5_acc: 0.8953, loss_cls: 0.9963, loss: 0.9963, grad_norm: 6.4207 2021-02-07 14:58:14,939 - mmaction - INFO - Epoch [89][1100/3757] lr: 1.000e-04, eta: 11:53:51, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8906, loss_cls: 1.1035, loss: 1.1035, grad_norm: 7.0793 2021-02-07 14:58:23,757 - mmaction - INFO - Epoch [89][1120/3757] lr: 1.000e-04, eta: 11:53:29, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9016, loss_cls: 1.0022, loss: 1.0022, grad_norm: 6.7852 2021-02-07 14:59:20,356 - mmaction - INFO - Epoch [89][1140/3757] lr: 1.000e-04, eta: 11:53:16, time: 2.830, data_time: 0.000, memory: 7141, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1270, loss: 1.1270, grad_norm: 7.4335 2021-02-07 14:59:29,183 - mmaction - INFO - Epoch [89][1160/3757] lr: 1.000e-04, eta: 11:52:55, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7531, top5_acc: 0.8953, loss_cls: 1.0462, loss: 1.0462, grad_norm: 7.1635 2021-02-07 15:00:58,530 - mmaction - INFO - Epoch [89][1180/3757] lr: 1.000e-04, eta: 11:52:48, time: 4.467, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8945, loss_cls: 1.0506, loss: 1.0506, grad_norm: 6.9292 2021-02-07 15:01:15,495 - mmaction - INFO - Epoch [89][1200/3757] lr: 1.000e-04, eta: 11:52:28, time: 0.849, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8891, loss_cls: 1.0843, loss: 1.0843, grad_norm: 6.7771 2021-02-07 15:01:24,201 - mmaction - INFO - Epoch [89][1220/3757] lr: 1.000e-04, eta: 11:52:06, time: 0.435, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8953, loss_cls: 1.0291, loss: 1.0291, grad_norm: 7.0128 2021-02-07 15:01:32,975 - mmaction - INFO - Epoch [89][1240/3757] lr: 1.000e-04, eta: 11:51:45, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9008, loss_cls: 0.9953, loss: 0.9953, grad_norm: 6.9873 2021-02-07 15:02:06,326 - mmaction - INFO - Epoch [89][1260/3757] lr: 1.000e-04, eta: 11:51:28, time: 1.667, data_time: 1.124, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8812, loss_cls: 1.1125, loss: 1.1125, grad_norm: 7.2693 2021-02-07 15:02:15,084 - mmaction - INFO - Epoch [89][1280/3757] lr: 1.000e-04, eta: 11:51:07, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7570, top5_acc: 0.9016, loss_cls: 1.0251, loss: 1.0251, grad_norm: 6.8163 2021-02-07 15:02:23,883 - mmaction - INFO - Epoch [89][1300/3757] lr: 1.000e-04, eta: 11:50:45, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8906, loss_cls: 1.0650, loss: 1.0650, grad_norm: 6.8712 2021-02-07 15:02:32,684 - mmaction - INFO - Epoch [89][1320/3757] lr: 1.000e-04, eta: 11:50:24, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9062, loss_cls: 1.0193, loss: 1.0193, grad_norm: 6.9893 2021-02-07 15:02:56,398 - mmaction - INFO - Epoch [89][1340/3757] lr: 1.000e-04, eta: 11:50:05, time: 1.185, data_time: 0.740, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9023, loss_cls: 1.0497, loss: 1.0497, grad_norm: 7.2057 2021-02-07 15:03:05,200 - mmaction - INFO - Epoch [89][1360/3757] lr: 1.000e-04, eta: 11:49:44, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8945, loss_cls: 1.0882, loss: 1.0882, grad_norm: 7.0062 2021-02-07 15:03:51,617 - mmaction - INFO - Epoch [89][1380/3757] lr: 1.000e-04, eta: 11:49:29, time: 2.320, data_time: 0.000, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9039, loss_cls: 1.0055, loss: 1.0055, grad_norm: 6.8262 2021-02-07 15:04:00,374 - mmaction - INFO - Epoch [89][1400/3757] lr: 1.000e-04, eta: 11:49:08, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7500, top5_acc: 0.8844, loss_cls: 1.0750, loss: 1.0750, grad_norm: 6.9796 2021-02-07 15:04:09,123 - mmaction - INFO - Epoch [89][1420/3757] lr: 1.000e-04, eta: 11:48:46, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7594, top5_acc: 0.9187, loss_cls: 0.9536, loss: 0.9536, grad_norm: 7.0796 2021-02-07 15:04:31,446 - mmaction - INFO - Epoch [89][1440/3757] lr: 1.000e-04, eta: 11:48:27, time: 1.116, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8961, loss_cls: 1.0488, loss: 1.0488, grad_norm: 7.0325 2021-02-07 15:04:40,207 - mmaction - INFO - Epoch [89][1460/3757] lr: 1.000e-04, eta: 11:48:06, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7531, top5_acc: 0.8938, loss_cls: 1.0105, loss: 1.0105, grad_norm: 6.5513 2021-02-07 15:04:48,986 - mmaction - INFO - Epoch [89][1480/3757] lr: 1.000e-04, eta: 11:47:45, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7555, top5_acc: 0.8922, loss_cls: 1.0493, loss: 1.0493, grad_norm: 6.8410 2021-02-07 15:05:09,989 - mmaction - INFO - Epoch [89][1500/3757] lr: 1.000e-04, eta: 11:47:25, time: 1.050, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8930, loss_cls: 1.0436, loss: 1.0436, grad_norm: 6.9433 2021-02-07 15:05:18,813 - mmaction - INFO - Epoch [89][1520/3757] lr: 1.000e-04, eta: 11:47:04, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8867, loss_cls: 1.1110, loss: 1.1110, grad_norm: 7.0164 2021-02-07 15:05:27,620 - mmaction - INFO - Epoch [89][1540/3757] lr: 1.000e-04, eta: 11:46:43, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8914, loss_cls: 1.0570, loss: 1.0570, grad_norm: 7.0678 2021-02-07 15:05:36,496 - mmaction - INFO - Epoch [89][1560/3757] lr: 1.000e-04, eta: 11:46:21, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8930, loss_cls: 1.0716, loss: 1.0716, grad_norm: 7.0437 2021-02-07 15:06:55,915 - mmaction - INFO - Epoch [89][1580/3757] lr: 1.000e-04, eta: 11:46:12, time: 3.972, data_time: 3.533, memory: 7141, top1_acc: 0.7172, top5_acc: 0.8961, loss_cls: 1.1103, loss: 1.1103, grad_norm: 7.1703 2021-02-07 15:07:04,625 - mmaction - INFO - Epoch [89][1600/3757] lr: 1.000e-04, eta: 11:45:51, time: 0.435, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9047, loss_cls: 1.0492, loss: 1.0492, grad_norm: 6.9332 2021-02-07 15:07:13,399 - mmaction - INFO - Epoch [89][1620/3757] lr: 1.000e-04, eta: 11:45:30, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9133, loss_cls: 0.9899, loss: 0.9899, grad_norm: 6.9541 2021-02-07 15:08:03,041 - mmaction - INFO - Epoch [89][1640/3757] lr: 1.000e-04, eta: 11:45:16, time: 2.483, data_time: 2.034, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9016, loss_cls: 1.0448, loss: 1.0448, grad_norm: 6.9845 2021-02-07 15:09:01,008 - mmaction - INFO - Epoch [89][1660/3757] lr: 1.000e-04, eta: 11:45:03, time: 2.898, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.8969, loss_cls: 1.0350, loss: 1.0350, grad_norm: 6.9152 2021-02-07 15:09:09,737 - mmaction - INFO - Epoch [89][1680/3757] lr: 1.000e-04, eta: 11:44:41, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7555, top5_acc: 0.9023, loss_cls: 0.9777, loss: 0.9777, grad_norm: 6.6736 2021-02-07 15:09:18,539 - mmaction - INFO - Epoch [89][1700/3757] lr: 1.000e-04, eta: 11:44:20, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8883, loss_cls: 1.1259, loss: 1.1259, grad_norm: 7.4279 2021-02-07 15:09:27,310 - mmaction - INFO - Epoch [89][1720/3757] lr: 1.000e-04, eta: 11:43:59, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8906, loss_cls: 1.0828, loss: 1.0828, grad_norm: 7.0143 2021-02-07 15:09:36,046 - mmaction - INFO - Epoch [89][1740/3757] lr: 1.000e-04, eta: 11:43:37, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9117, loss_cls: 1.0312, loss: 1.0312, grad_norm: 6.9177 2021-02-07 15:09:44,871 - mmaction - INFO - Epoch [89][1760/3757] lr: 1.000e-04, eta: 11:43:16, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9023, loss_cls: 1.0441, loss: 1.0441, grad_norm: 7.1463 2021-02-07 15:10:20,806 - mmaction - INFO - Epoch [89][1780/3757] lr: 1.000e-04, eta: 11:42:59, time: 1.798, data_time: 0.527, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9031, loss_cls: 1.0645, loss: 1.0645, grad_norm: 7.1615 2021-02-07 15:10:29,649 - mmaction - INFO - Epoch [89][1800/3757] lr: 1.000e-04, eta: 11:42:38, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.9094, loss_cls: 1.0289, loss: 1.0289, grad_norm: 7.1148 2021-02-07 15:10:57,262 - mmaction - INFO - Epoch [89][1820/3757] lr: 1.000e-04, eta: 11:42:20, time: 1.382, data_time: 0.002, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8938, loss_cls: 1.0763, loss: 1.0763, grad_norm: 7.2527 2021-02-07 15:11:06,012 - mmaction - INFO - Epoch [89][1840/3757] lr: 1.000e-04, eta: 11:41:59, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.9023, loss_cls: 1.0280, loss: 1.0280, grad_norm: 6.9494 2021-02-07 15:11:37,734 - mmaction - INFO - Epoch [89][1860/3757] lr: 1.000e-04, eta: 11:41:41, time: 1.585, data_time: 1.135, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8867, loss_cls: 1.0742, loss: 1.0742, grad_norm: 7.0688 2021-02-07 15:12:18,823 - mmaction - INFO - Epoch [89][1880/3757] lr: 1.000e-04, eta: 11:41:26, time: 2.054, data_time: 1.604, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8961, loss_cls: 1.1011, loss: 1.1011, grad_norm: 7.1205 2021-02-07 15:13:20,569 - mmaction - INFO - Epoch [89][1900/3757] lr: 1.000e-04, eta: 11:41:13, time: 3.088, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.8984, loss_cls: 1.0374, loss: 1.0374, grad_norm: 6.7934 2021-02-07 15:13:29,320 - mmaction - INFO - Epoch [89][1920/3757] lr: 1.000e-04, eta: 11:40:52, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7312, top5_acc: 0.8930, loss_cls: 1.1083, loss: 1.1083, grad_norm: 7.2983 2021-02-07 15:15:05,307 - mmaction - INFO - Epoch [89][1940/3757] lr: 1.000e-04, eta: 11:40:46, time: 4.799, data_time: 0.000, memory: 7141, top1_acc: 0.7656, top5_acc: 0.9094, loss_cls: 0.9523, loss: 0.9523, grad_norm: 6.6969 2021-02-07 15:15:14,068 - mmaction - INFO - Epoch [89][1960/3757] lr: 1.000e-04, eta: 11:40:24, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9141, loss_cls: 0.9711, loss: 0.9711, grad_norm: 6.8071 2021-02-07 15:15:22,883 - mmaction - INFO - Epoch [89][1980/3757] lr: 1.000e-04, eta: 11:40:03, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8938, loss_cls: 1.1009, loss: 1.1009, grad_norm: 7.3639 2021-02-07 15:16:08,149 - mmaction - INFO - Epoch [89][2000/3757] lr: 1.000e-04, eta: 11:39:48, time: 2.263, data_time: 1.825, memory: 7141, top1_acc: 0.7625, top5_acc: 0.9039, loss_cls: 1.0100, loss: 1.0100, grad_norm: 6.9125 2021-02-07 15:17:25,435 - mmaction - INFO - Epoch [89][2020/3757] lr: 1.000e-04, eta: 11:39:39, time: 3.864, data_time: 3.417, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9086, loss_cls: 0.9969, loss: 0.9969, grad_norm: 6.7993 2021-02-07 15:17:34,191 - mmaction - INFO - Epoch [89][2040/3757] lr: 1.000e-04, eta: 11:39:17, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8984, loss_cls: 1.0132, loss: 1.0132, grad_norm: 6.9705 2021-02-07 15:17:42,907 - mmaction - INFO - Epoch [89][2060/3757] lr: 1.000e-04, eta: 11:38:56, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.1284, loss: 1.1284, grad_norm: 7.1970 2021-02-07 15:17:51,651 - mmaction - INFO - Epoch [89][2080/3757] lr: 1.000e-04, eta: 11:38:34, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.9023, loss_cls: 1.0850, loss: 1.0850, grad_norm: 6.9066 2021-02-07 15:18:00,408 - mmaction - INFO - Epoch [89][2100/3757] lr: 1.000e-04, eta: 11:38:13, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.8984, loss_cls: 1.0497, loss: 1.0497, grad_norm: 6.8745 2021-02-07 15:18:09,172 - mmaction - INFO - Epoch [89][2120/3757] lr: 1.000e-04, eta: 11:37:52, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8867, loss_cls: 1.1074, loss: 1.1074, grad_norm: 6.9743 2021-02-07 15:18:24,400 - mmaction - INFO - Epoch [89][2140/3757] lr: 1.000e-04, eta: 11:37:32, time: 0.761, data_time: 0.000, memory: 7141, top1_acc: 0.7641, top5_acc: 0.9125, loss_cls: 0.9157, loss: 0.9157, grad_norm: 6.5520 2021-02-07 15:18:33,216 - mmaction - INFO - Epoch [89][2160/3757] lr: 1.000e-04, eta: 11:37:10, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7445, top5_acc: 0.9055, loss_cls: 1.0171, loss: 1.0171, grad_norm: 6.9178 2021-02-07 15:18:42,012 - mmaction - INFO - Epoch [89][2180/3757] lr: 1.000e-04, eta: 11:36:49, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8969, loss_cls: 1.0582, loss: 1.0582, grad_norm: 7.0991 2021-02-07 15:19:47,190 - mmaction - INFO - Epoch [89][2200/3757] lr: 1.000e-04, eta: 11:36:37, time: 3.259, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9039, loss_cls: 1.0144, loss: 1.0144, grad_norm: 6.7790 2021-02-07 15:19:55,932 - mmaction - INFO - Epoch [89][2220/3757] lr: 1.000e-04, eta: 11:36:16, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.9016, loss_cls: 1.0469, loss: 1.0469, grad_norm: 7.0736 2021-02-07 15:20:14,897 - mmaction - INFO - Epoch [89][2240/3757] lr: 1.000e-04, eta: 11:35:56, time: 0.948, data_time: 0.506, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.0779, loss: 1.0779, grad_norm: 6.8549 2021-02-07 15:20:23,645 - mmaction - INFO - Epoch [89][2260/3757] lr: 1.000e-04, eta: 11:35:35, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9023, loss_cls: 1.0268, loss: 1.0268, grad_norm: 6.9401 2021-02-07 15:20:32,412 - mmaction - INFO - Epoch [89][2280/3757] lr: 1.000e-04, eta: 11:35:14, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8930, loss_cls: 1.1296, loss: 1.1296, grad_norm: 7.1524 2021-02-07 15:21:31,600 - mmaction - INFO - Epoch [89][2300/3757] lr: 1.000e-04, eta: 11:35:01, time: 2.960, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9055, loss_cls: 1.0488, loss: 1.0488, grad_norm: 6.9199 2021-02-07 15:22:34,273 - mmaction - INFO - Epoch [89][2320/3757] lr: 1.000e-04, eta: 11:34:49, time: 3.134, data_time: 2.688, memory: 7141, top1_acc: 0.7609, top5_acc: 0.9062, loss_cls: 0.9870, loss: 0.9870, grad_norm: 6.8016 2021-02-07 15:22:43,091 - mmaction - INFO - Epoch [89][2340/3757] lr: 1.000e-04, eta: 11:34:28, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9047, loss_cls: 1.0277, loss: 1.0277, grad_norm: 7.0705 2021-02-07 15:23:35,053 - mmaction - INFO - Epoch [89][2360/3757] lr: 1.000e-04, eta: 11:34:14, time: 2.599, data_time: 2.156, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8898, loss_cls: 1.0560, loss: 1.0560, grad_norm: 6.8348 2021-02-07 15:24:14,441 - mmaction - INFO - Epoch [89][2380/3757] lr: 1.000e-04, eta: 11:33:57, time: 1.969, data_time: 1.530, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8891, loss_cls: 1.0931, loss: 1.0931, grad_norm: 7.0973 2021-02-07 15:24:23,212 - mmaction - INFO - Epoch [89][2400/3757] lr: 1.000e-04, eta: 11:33:36, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9039, loss_cls: 0.9815, loss: 0.9815, grad_norm: 7.0185 2021-02-07 15:24:31,992 - mmaction - INFO - Epoch [89][2420/3757] lr: 1.000e-04, eta: 11:33:15, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9008, loss_cls: 1.0496, loss: 1.0496, grad_norm: 7.1446 2021-02-07 15:24:54,649 - mmaction - INFO - Epoch [89][2440/3757] lr: 1.000e-04, eta: 11:32:56, time: 1.132, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8977, loss_cls: 1.0451, loss: 1.0451, grad_norm: 7.0478 2021-02-07 15:25:03,421 - mmaction - INFO - Epoch [89][2460/3757] lr: 1.000e-04, eta: 11:32:35, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.9023, loss_cls: 1.0567, loss: 1.0567, grad_norm: 7.0119 2021-02-07 15:25:12,226 - mmaction - INFO - Epoch [89][2480/3757] lr: 1.000e-04, eta: 11:32:13, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8875, loss_cls: 1.1017, loss: 1.1017, grad_norm: 7.2655 2021-02-07 15:25:46,722 - mmaction - INFO - Epoch [89][2500/3757] lr: 1.000e-04, eta: 11:31:56, time: 1.725, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8945, loss_cls: 1.0870, loss: 1.0870, grad_norm: 7.2338 2021-02-07 15:25:55,506 - mmaction - INFO - Epoch [89][2520/3757] lr: 1.000e-04, eta: 11:31:35, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9109, loss_cls: 1.0196, loss: 1.0196, grad_norm: 6.8571 2021-02-07 15:26:04,266 - mmaction - INFO - Epoch [89][2540/3757] lr: 1.000e-04, eta: 11:31:14, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7516, top5_acc: 0.8914, loss_cls: 1.0732, loss: 1.0732, grad_norm: 6.8189 2021-02-07 15:26:53,399 - mmaction - INFO - Epoch [89][2560/3757] lr: 1.000e-04, eta: 11:30:59, time: 2.457, data_time: 0.001, memory: 7141, top1_acc: 0.7570, top5_acc: 0.9062, loss_cls: 0.9759, loss: 0.9759, grad_norm: 6.6425 2021-02-07 15:27:02,161 - mmaction - INFO - Epoch [89][2580/3757] lr: 1.000e-04, eta: 11:30:38, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9023, loss_cls: 1.0443, loss: 1.0443, grad_norm: 6.9605 2021-02-07 15:27:10,899 - mmaction - INFO - Epoch [89][2600/3757] lr: 1.000e-04, eta: 11:30:17, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9039, loss_cls: 1.0652, loss: 1.0652, grad_norm: 6.8612 2021-02-07 15:27:19,672 - mmaction - INFO - Epoch [89][2620/3757] lr: 1.000e-04, eta: 11:29:55, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8906, loss_cls: 1.0726, loss: 1.0726, grad_norm: 7.0162 2021-02-07 15:27:28,457 - mmaction - INFO - Epoch [89][2640/3757] lr: 1.000e-04, eta: 11:29:34, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.0760, loss: 1.0760, grad_norm: 7.1889 2021-02-07 15:27:37,315 - mmaction - INFO - Epoch [89][2660/3757] lr: 1.000e-04, eta: 11:29:13, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.9000, loss_cls: 1.0701, loss: 1.0701, grad_norm: 7.1895 2021-02-07 15:27:46,160 - mmaction - INFO - Epoch [89][2680/3757] lr: 1.000e-04, eta: 11:28:51, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8898, loss_cls: 1.0967, loss: 1.0967, grad_norm: 7.1909 2021-02-07 15:27:55,026 - mmaction - INFO - Epoch [89][2700/3757] lr: 1.000e-04, eta: 11:28:30, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7312, top5_acc: 0.9008, loss_cls: 1.0503, loss: 1.0503, grad_norm: 7.0232 2021-02-07 15:28:37,706 - mmaction - INFO - Epoch [89][2720/3757] lr: 1.000e-04, eta: 11:28:14, time: 2.134, data_time: 1.694, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8906, loss_cls: 1.0615, loss: 1.0615, grad_norm: 7.0909 2021-02-07 15:28:46,457 - mmaction - INFO - Epoch [89][2740/3757] lr: 1.000e-04, eta: 11:27:53, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7672, top5_acc: 0.9219, loss_cls: 0.9281, loss: 0.9281, grad_norm: 6.7229 2021-02-07 15:29:41,192 - mmaction - INFO - Epoch [89][2760/3757] lr: 1.000e-04, eta: 11:27:40, time: 2.736, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8984, loss_cls: 1.0467, loss: 1.0467, grad_norm: 7.1634 2021-02-07 15:29:49,926 - mmaction - INFO - Epoch [89][2780/3757] lr: 1.000e-04, eta: 11:27:18, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7586, top5_acc: 0.9039, loss_cls: 1.0219, loss: 1.0219, grad_norm: 6.9308 2021-02-07 15:29:58,691 - mmaction - INFO - Epoch [89][2800/3757] lr: 1.000e-04, eta: 11:26:57, time: 0.438, data_time: 0.002, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8953, loss_cls: 1.1178, loss: 1.1178, grad_norm: 7.3697 2021-02-07 15:30:07,484 - mmaction - INFO - Epoch [89][2820/3757] lr: 1.000e-04, eta: 11:26:36, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8750, loss_cls: 1.1654, loss: 1.1654, grad_norm: 7.1141 2021-02-07 15:30:16,202 - mmaction - INFO - Epoch [89][2840/3757] lr: 1.000e-04, eta: 11:26:14, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7453, top5_acc: 0.9031, loss_cls: 1.0163, loss: 1.0163, grad_norm: 6.9510 2021-02-07 15:30:25,005 - mmaction - INFO - Epoch [89][2860/3757] lr: 1.000e-04, eta: 11:25:53, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8906, loss_cls: 1.0499, loss: 1.0499, grad_norm: 6.9874 2021-02-07 15:30:55,284 - mmaction - INFO - Epoch [89][2880/3757] lr: 1.000e-04, eta: 11:25:35, time: 1.514, data_time: 0.894, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8977, loss_cls: 1.0493, loss: 1.0493, grad_norm: 6.7160 2021-02-07 15:31:04,060 - mmaction - INFO - Epoch [89][2900/3757] lr: 1.000e-04, eta: 11:25:14, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8992, loss_cls: 1.0574, loss: 1.0574, grad_norm: 7.1984 2021-02-07 15:31:12,826 - mmaction - INFO - Epoch [89][2920/3757] lr: 1.000e-04, eta: 11:24:53, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7539, top5_acc: 0.8992, loss_cls: 0.9908, loss: 0.9908, grad_norm: 6.6836 2021-02-07 15:31:21,640 - mmaction - INFO - Epoch [89][2940/3757] lr: 1.000e-04, eta: 11:24:32, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8984, loss_cls: 1.0567, loss: 1.0567, grad_norm: 7.1488 2021-02-07 15:31:51,255 - mmaction - INFO - Epoch [89][2960/3757] lr: 1.000e-04, eta: 11:24:14, time: 1.481, data_time: 1.030, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9016, loss_cls: 1.0600, loss: 1.0600, grad_norm: 7.2042 2021-02-07 15:32:19,341 - mmaction - INFO - Epoch [89][2980/3757] lr: 1.000e-04, eta: 11:23:56, time: 1.404, data_time: 0.962, memory: 7141, top1_acc: 0.7266, top5_acc: 0.9023, loss_cls: 1.0693, loss: 1.0693, grad_norm: 7.1171 2021-02-07 15:32:28,100 - mmaction - INFO - Epoch [89][3000/3757] lr: 1.000e-04, eta: 11:23:34, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8938, loss_cls: 1.0709, loss: 1.0709, grad_norm: 7.1885 2021-02-07 15:32:36,947 - mmaction - INFO - Epoch [89][3020/3757] lr: 1.000e-04, eta: 11:23:13, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 1.0410, loss: 1.0410, grad_norm: 6.9291 2021-02-07 15:34:17,889 - mmaction - INFO - Epoch [89][3040/3757] lr: 1.000e-04, eta: 11:23:07, time: 5.047, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9016, loss_cls: 1.0316, loss: 1.0316, grad_norm: 7.1755 2021-02-07 15:35:43,241 - mmaction - INFO - Epoch [89][3060/3757] lr: 1.000e-04, eta: 11:22:59, time: 4.267, data_time: 0.000, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9094, loss_cls: 0.9931, loss: 0.9931, grad_norm: 7.0774 2021-02-07 15:36:23,814 - mmaction - INFO - Epoch [89][3080/3757] lr: 1.000e-04, eta: 11:22:43, time: 2.028, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8969, loss_cls: 1.0270, loss: 1.0270, grad_norm: 7.1159 2021-02-07 15:38:13,188 - mmaction - INFO - Epoch [89][3100/3757] lr: 1.000e-04, eta: 11:22:38, time: 5.469, data_time: 0.002, memory: 7141, top1_acc: 0.7664, top5_acc: 0.9141, loss_cls: 0.9397, loss: 0.9397, grad_norm: 6.7682 2021-02-07 15:40:08,451 - mmaction - INFO - Epoch [89][3120/3757] lr: 1.000e-04, eta: 11:22:35, time: 5.764, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.9070, loss_cls: 1.0271, loss: 1.0271, grad_norm: 7.1066 2021-02-07 15:41:42,839 - mmaction - INFO - Epoch [89][3140/3757] lr: 1.000e-04, eta: 11:22:28, time: 4.719, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.8953, loss_cls: 1.0320, loss: 1.0320, grad_norm: 6.9417 2021-02-07 15:43:15,317 - mmaction - INFO - Epoch [89][3160/3757] lr: 1.000e-04, eta: 11:22:20, time: 4.624, data_time: 3.593, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.1127, loss: 1.1127, grad_norm: 7.0079 2021-02-07 15:44:29,344 - mmaction - INFO - Epoch [89][3180/3757] lr: 1.000e-04, eta: 11:22:10, time: 3.701, data_time: 3.258, memory: 7141, top1_acc: 0.7602, top5_acc: 0.8930, loss_cls: 1.0144, loss: 1.0144, grad_norm: 6.8056 2021-02-07 15:45:39,333 - mmaction - INFO - Epoch [89][3200/3757] lr: 1.000e-04, eta: 11:21:59, time: 3.499, data_time: 0.001, memory: 7141, top1_acc: 0.7320, top5_acc: 0.9016, loss_cls: 1.0735, loss: 1.0735, grad_norm: 7.3467 2021-02-07 15:47:33,607 - mmaction - INFO - Epoch [89][3220/3757] lr: 1.000e-04, eta: 11:21:55, time: 5.715, data_time: 0.002, memory: 7141, top1_acc: 0.7641, top5_acc: 0.8938, loss_cls: 1.0019, loss: 1.0019, grad_norm: 6.7023 2021-02-07 15:48:40,708 - mmaction - INFO - Epoch [89][3240/3757] lr: 1.000e-04, eta: 11:21:44, time: 3.354, data_time: 1.662, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8883, loss_cls: 1.0763, loss: 1.0763, grad_norm: 7.1102 2021-02-07 15:51:14,785 - mmaction - INFO - Epoch [89][3260/3757] lr: 1.000e-04, eta: 11:21:46, time: 7.704, data_time: 1.797, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8992, loss_cls: 1.0789, loss: 1.0789, grad_norm: 7.0281 2021-02-07 15:53:03,713 - mmaction - INFO - Epoch [89][3280/3757] lr: 1.000e-04, eta: 11:21:42, time: 5.447, data_time: 3.020, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8797, loss_cls: 1.0970, loss: 1.0970, grad_norm: 6.8310 2021-02-07 15:53:55,019 - mmaction - INFO - Epoch [89][3300/3757] lr: 1.000e-04, eta: 11:21:27, time: 2.564, data_time: 2.126, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8953, loss_cls: 1.0520, loss: 1.0520, grad_norm: 6.9852 2021-02-07 15:55:20,645 - mmaction - INFO - Epoch [89][3320/3757] lr: 1.000e-04, eta: 11:21:19, time: 4.282, data_time: 1.537, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8961, loss_cls: 1.0757, loss: 1.0757, grad_norm: 7.1284 2021-02-07 15:56:13,849 - mmaction - INFO - Epoch [89][3340/3757] lr: 1.000e-04, eta: 11:21:05, time: 2.660, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9000, loss_cls: 1.0582, loss: 1.0582, grad_norm: 7.0225 2021-02-07 15:57:07,338 - mmaction - INFO - Epoch [89][3360/3757] lr: 1.000e-04, eta: 11:20:51, time: 2.673, data_time: 0.723, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8883, loss_cls: 1.0765, loss: 1.0765, grad_norm: 7.0216 2021-02-07 15:58:18,826 - mmaction - INFO - Epoch [89][3380/3757] lr: 1.000e-04, eta: 11:20:40, time: 3.575, data_time: 0.002, memory: 7141, top1_acc: 0.7633, top5_acc: 0.8953, loss_cls: 1.0351, loss: 1.0351, grad_norm: 6.8423 2021-02-07 16:01:20,226 - mmaction - INFO - Epoch [89][3400/3757] lr: 1.000e-04, eta: 11:20:47, time: 9.071, data_time: 2.069, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9078, loss_cls: 0.9852, loss: 0.9852, grad_norm: 6.9627 2021-02-07 16:01:42,301 - mmaction - INFO - Epoch [89][3420/3757] lr: 1.000e-04, eta: 11:20:28, time: 1.104, data_time: 0.000, memory: 7141, top1_acc: 0.7570, top5_acc: 0.9148, loss_cls: 0.9815, loss: 0.9815, grad_norm: 6.7808 2021-02-07 16:04:20,570 - mmaction - INFO - Epoch [89][3440/3757] lr: 1.000e-04, eta: 11:20:31, time: 7.913, data_time: 1.538, memory: 7141, top1_acc: 0.7383, top5_acc: 0.9023, loss_cls: 1.0401, loss: 1.0401, grad_norm: 6.9120 2021-02-07 16:05:36,960 - mmaction - INFO - Epoch [89][3460/3757] lr: 1.000e-04, eta: 11:20:21, time: 3.820, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9023, loss_cls: 1.0906, loss: 1.0906, grad_norm: 7.1056 2021-02-07 16:05:45,685 - mmaction - INFO - Epoch [89][3480/3757] lr: 1.000e-04, eta: 11:20:00, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7367, top5_acc: 0.8945, loss_cls: 1.0871, loss: 1.0871, grad_norm: 7.1128 2021-02-07 16:07:17,676 - mmaction - INFO - Epoch [89][3500/3757] lr: 1.000e-04, eta: 11:19:52, time: 4.599, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9023, loss_cls: 1.0473, loss: 1.0473, grad_norm: 7.0280 2021-02-07 16:09:53,281 - mmaction - INFO - Epoch [89][3520/3757] lr: 1.000e-04, eta: 11:19:55, time: 7.780, data_time: 0.499, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9039, loss_cls: 1.0642, loss: 1.0642, grad_norm: 7.2761 2021-02-07 16:11:59,197 - mmaction - INFO - Epoch [89][3540/3757] lr: 1.000e-04, eta: 11:19:53, time: 6.296, data_time: 0.001, memory: 7141, top1_acc: 0.7648, top5_acc: 0.9102, loss_cls: 0.9957, loss: 0.9957, grad_norm: 6.8829 2021-02-07 16:14:35,202 - mmaction - INFO - Epoch [89][3560/3757] lr: 1.000e-04, eta: 11:19:56, time: 7.801, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9000, loss_cls: 1.0273, loss: 1.0273, grad_norm: 6.8746 2021-02-07 16:16:40,706 - mmaction - INFO - Epoch [89][3580/3757] lr: 1.000e-04, eta: 11:19:54, time: 6.271, data_time: 0.000, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8984, loss_cls: 1.0965, loss: 1.0965, grad_norm: 7.3183 2021-02-07 16:18:53,523 - mmaction - INFO - Epoch [89][3600/3757] lr: 1.000e-04, eta: 11:19:53, time: 6.642, data_time: 1.934, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8867, loss_cls: 1.0808, loss: 1.0808, grad_norm: 6.9519 2021-02-07 16:19:43,509 - mmaction - INFO - Epoch [89][3620/3757] lr: 1.000e-04, eta: 11:19:38, time: 2.501, data_time: 0.003, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9047, loss_cls: 1.0152, loss: 1.0152, grad_norm: 6.8143 2021-02-07 16:21:41,077 - mmaction - INFO - Epoch [89][3640/3757] lr: 1.000e-04, eta: 11:19:34, time: 5.878, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8922, loss_cls: 1.0773, loss: 1.0773, grad_norm: 7.0854 2021-02-07 16:22:47,357 - mmaction - INFO - Epoch [89][3660/3757] lr: 1.000e-04, eta: 11:19:22, time: 3.315, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8945, loss_cls: 1.0255, loss: 1.0255, grad_norm: 6.8474 2021-02-07 16:24:51,347 - mmaction - INFO - Epoch [89][3680/3757] lr: 1.000e-04, eta: 11:19:20, time: 6.199, data_time: 3.473, memory: 7141, top1_acc: 0.7633, top5_acc: 0.8961, loss_cls: 1.0231, loss: 1.0231, grad_norm: 6.6203 2021-02-07 16:25:07,943 - mmaction - INFO - Epoch [89][3700/3757] lr: 1.000e-04, eta: 11:19:00, time: 0.829, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9023, loss_cls: 1.0092, loss: 1.0092, grad_norm: 6.7324 2021-02-07 16:27:05,861 - mmaction - INFO - Epoch [89][3720/3757] lr: 1.000e-04, eta: 11:18:56, time: 5.896, data_time: 0.068, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8969, loss_cls: 1.0668, loss: 1.0668, grad_norm: 6.9911 2021-02-07 16:30:37,364 - mmaction - INFO - Epoch [89][3740/3757] lr: 1.000e-04, eta: 11:19:08, time: 10.569, data_time: 4.271, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9078, loss_cls: 0.9932, loss: 0.9932, grad_norm: 6.7373 2021-02-07 16:32:44,129 - mmaction - INFO - Saving checkpoint at 89 epochs 2021-02-07 16:33:59,980 - mmaction - INFO - Epoch [90][20/3757] lr: 1.000e-04, eta: 11:18:38, time: 3.746, data_time: 3.304, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8914, loss_cls: 1.0514, loss: 1.0514, grad_norm: 7.0342 2021-02-07 16:34:08,740 - mmaction - INFO - Epoch [90][40/3757] lr: 1.000e-04, eta: 11:18:16, time: 0.437, data_time: 0.004, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8992, loss_cls: 1.0602, loss: 1.0602, grad_norm: 7.1625 2021-02-07 16:34:17,446 - mmaction - INFO - Epoch [90][60/3757] lr: 1.000e-04, eta: 11:17:55, time: 0.436, data_time: 0.001, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8922, loss_cls: 1.0924, loss: 1.0924, grad_norm: 7.2458 2021-02-07 16:34:26,171 - mmaction - INFO - Epoch [90][80/3757] lr: 1.000e-04, eta: 11:17:33, time: 0.436, data_time: 0.000, memory: 7141, top1_acc: 0.7578, top5_acc: 0.9148, loss_cls: 0.9801, loss: 0.9801, grad_norm: 6.9416 2021-02-07 16:34:34,938 - mmaction - INFO - Epoch [90][100/3757] lr: 1.000e-04, eta: 11:17:12, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7727, top5_acc: 0.9094, loss_cls: 0.9604, loss: 0.9604, grad_norm: 6.5808 2021-02-07 16:34:43,715 - mmaction - INFO - Epoch [90][120/3757] lr: 1.000e-04, eta: 11:16:50, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.9062, loss_cls: 1.0481, loss: 1.0481, grad_norm: 7.1330 2021-02-07 16:34:52,501 - mmaction - INFO - Epoch [90][140/3757] lr: 1.000e-04, eta: 11:16:29, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8898, loss_cls: 1.0763, loss: 1.0763, grad_norm: 7.1320 2021-02-07 16:35:01,243 - mmaction - INFO - Epoch [90][160/3757] lr: 1.000e-04, eta: 11:16:07, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8969, loss_cls: 1.1027, loss: 1.1027, grad_norm: 7.3176 2021-02-07 16:35:10,026 - mmaction - INFO - Epoch [90][180/3757] lr: 1.000e-04, eta: 11:15:46, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9023, loss_cls: 0.9949, loss: 0.9949, grad_norm: 6.9968 2021-02-07 16:35:18,822 - mmaction - INFO - Epoch [90][200/3757] lr: 1.000e-04, eta: 11:15:24, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7562, top5_acc: 0.9148, loss_cls: 0.9295, loss: 0.9295, grad_norm: 6.6178 2021-02-07 16:35:27,629 - mmaction - INFO - Epoch [90][220/3757] lr: 1.000e-04, eta: 11:15:03, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8969, loss_cls: 1.0380, loss: 1.0380, grad_norm: 6.9198 2021-02-07 16:35:36,414 - mmaction - INFO - Epoch [90][240/3757] lr: 1.000e-04, eta: 11:14:41, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8906, loss_cls: 1.0722, loss: 1.0722, grad_norm: 7.0496 2021-02-07 16:35:45,254 - mmaction - INFO - Epoch [90][260/3757] lr: 1.000e-04, eta: 11:14:20, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8938, loss_cls: 1.0635, loss: 1.0635, grad_norm: 6.9558 2021-02-07 16:35:54,084 - mmaction - INFO - Epoch [90][280/3757] lr: 1.000e-04, eta: 11:13:58, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9070, loss_cls: 1.0139, loss: 1.0139, grad_norm: 6.9138 2021-02-07 16:36:02,951 - mmaction - INFO - Epoch [90][300/3757] lr: 1.000e-04, eta: 11:13:37, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8953, loss_cls: 1.0819, loss: 1.0819, grad_norm: 7.3301 2021-02-07 16:36:11,769 - mmaction - INFO - Epoch [90][320/3757] lr: 1.000e-04, eta: 11:13:15, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7578, top5_acc: 0.9031, loss_cls: 1.0060, loss: 1.0060, grad_norm: 6.7580 2021-02-07 16:36:20,559 - mmaction - INFO - Epoch [90][340/3757] lr: 1.000e-04, eta: 11:12:54, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7500, top5_acc: 0.8984, loss_cls: 1.0177, loss: 1.0177, grad_norm: 6.8432 2021-02-07 16:36:29,360 - mmaction - INFO - Epoch [90][360/3757] lr: 1.000e-04, eta: 11:12:32, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.8945, loss_cls: 1.1127, loss: 1.1127, grad_norm: 7.1298 2021-02-07 16:36:38,138 - mmaction - INFO - Epoch [90][380/3757] lr: 1.000e-04, eta: 11:12:11, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9055, loss_cls: 1.0173, loss: 1.0173, grad_norm: 7.0359 2021-02-07 16:36:47,086 - mmaction - INFO - Epoch [90][400/3757] lr: 1.000e-04, eta: 11:11:49, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7180, top5_acc: 0.9055, loss_cls: 1.0641, loss: 1.0641, grad_norm: 7.1837 2021-02-07 16:36:55,929 - mmaction - INFO - Epoch [90][420/3757] lr: 1.000e-04, eta: 11:11:28, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9102, loss_cls: 1.0434, loss: 1.0434, grad_norm: 6.9811 2021-02-07 16:37:04,765 - mmaction - INFO - Epoch [90][440/3757] lr: 1.000e-04, eta: 11:11:06, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9016, loss_cls: 1.0095, loss: 1.0095, grad_norm: 6.8339 2021-02-07 16:37:13,569 - mmaction - INFO - Epoch [90][460/3757] lr: 1.000e-04, eta: 11:10:45, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8961, loss_cls: 1.0754, loss: 1.0754, grad_norm: 7.2298 2021-02-07 16:37:22,392 - mmaction - INFO - Epoch [90][480/3757] lr: 1.000e-04, eta: 11:10:24, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9016, loss_cls: 1.0180, loss: 1.0180, grad_norm: 7.1396 2021-02-07 16:37:31,252 - mmaction - INFO - Epoch [90][500/3757] lr: 1.000e-04, eta: 11:10:02, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8867, loss_cls: 1.0930, loss: 1.0930, grad_norm: 7.1494 2021-02-07 16:37:40,127 - mmaction - INFO - Epoch [90][520/3757] lr: 1.000e-04, eta: 11:09:41, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0040, loss: 1.0040, grad_norm: 6.7406 2021-02-07 16:37:49,054 - mmaction - INFO - Epoch [90][540/3757] lr: 1.000e-04, eta: 11:09:19, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.8961, loss_cls: 1.0922, loss: 1.0922, grad_norm: 7.1848 2021-02-07 16:37:57,896 - mmaction - INFO - Epoch [90][560/3757] lr: 1.000e-04, eta: 11:08:58, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9070, loss_cls: 1.0449, loss: 1.0449, grad_norm: 6.9303 2021-02-07 16:38:06,767 - mmaction - INFO - Epoch [90][580/3757] lr: 1.000e-04, eta: 11:08:36, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9016, loss_cls: 1.0504, loss: 1.0504, grad_norm: 6.8180 2021-02-07 16:38:15,653 - mmaction - INFO - Epoch [90][600/3757] lr: 1.000e-04, eta: 11:08:15, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9086, loss_cls: 0.9704, loss: 0.9704, grad_norm: 6.5372 2021-02-07 16:38:24,489 - mmaction - INFO - Epoch [90][620/3757] lr: 1.000e-04, eta: 11:07:53, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8898, loss_cls: 1.0591, loss: 1.0591, grad_norm: 6.7442 2021-02-07 16:38:33,384 - mmaction - INFO - Epoch [90][640/3757] lr: 1.000e-04, eta: 11:07:32, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9133, loss_cls: 0.9789, loss: 0.9789, grad_norm: 6.8350 2021-02-07 16:38:42,260 - mmaction - INFO - Epoch [90][660/3757] lr: 1.000e-04, eta: 11:07:11, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8953, loss_cls: 1.0610, loss: 1.0610, grad_norm: 6.8338 2021-02-07 16:38:51,107 - mmaction - INFO - Epoch [90][680/3757] lr: 1.000e-04, eta: 11:06:49, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9000, loss_cls: 1.0134, loss: 1.0134, grad_norm: 6.9837 2021-02-07 16:38:59,927 - mmaction - INFO - Epoch [90][700/3757] lr: 1.000e-04, eta: 11:06:28, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7656, top5_acc: 0.9062, loss_cls: 0.9576, loss: 0.9576, grad_norm: 6.5982 2021-02-07 16:39:08,752 - mmaction - INFO - Epoch [90][720/3757] lr: 1.000e-04, eta: 11:06:06, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8930, loss_cls: 1.0799, loss: 1.0799, grad_norm: 7.0045 2021-02-07 16:39:39,967 - mmaction - INFO - Epoch [90][740/3757] lr: 1.000e-04, eta: 11:05:48, time: 1.560, data_time: 0.000, memory: 7141, top1_acc: 0.7617, top5_acc: 0.9109, loss_cls: 0.9615, loss: 0.9615, grad_norm: 6.9192 2021-02-07 16:39:48,723 - mmaction - INFO - Epoch [90][760/3757] lr: 1.000e-04, eta: 11:05:27, time: 0.438, data_time: 0.001, memory: 7141, top1_acc: 0.7500, top5_acc: 0.8922, loss_cls: 1.0258, loss: 1.0258, grad_norm: 7.0340 2021-02-07 16:39:57,488 - mmaction - INFO - Epoch [90][780/3757] lr: 1.000e-04, eta: 11:05:06, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8992, loss_cls: 1.0317, loss: 1.0317, grad_norm: 6.9880 2021-02-07 16:40:06,239 - mmaction - INFO - Epoch [90][800/3757] lr: 1.000e-04, eta: 11:04:44, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8758, loss_cls: 1.1118, loss: 1.1118, grad_norm: 7.1458 2021-02-07 16:40:15,069 - mmaction - INFO - Epoch [90][820/3757] lr: 1.000e-04, eta: 11:04:23, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7602, top5_acc: 0.9039, loss_cls: 0.9679, loss: 0.9679, grad_norm: 6.6691 2021-02-07 16:40:23,945 - mmaction - INFO - Epoch [90][840/3757] lr: 1.000e-04, eta: 11:04:01, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8984, loss_cls: 1.0710, loss: 1.0710, grad_norm: 7.1009 2021-02-07 16:41:00,036 - mmaction - INFO - Epoch [90][860/3757] lr: 1.000e-04, eta: 11:03:44, time: 1.804, data_time: 0.000, memory: 7141, top1_acc: 0.7586, top5_acc: 0.9031, loss_cls: 0.9792, loss: 0.9792, grad_norm: 6.8232 2021-02-07 16:41:08,764 - mmaction - INFO - Epoch [90][880/3757] lr: 1.000e-04, eta: 11:03:23, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9016, loss_cls: 1.0221, loss: 1.0221, grad_norm: 6.9272 2021-02-07 16:41:17,515 - mmaction - INFO - Epoch [90][900/3757] lr: 1.000e-04, eta: 11:03:01, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.8961, loss_cls: 1.0055, loss: 1.0055, grad_norm: 6.8166 2021-02-07 16:41:26,331 - mmaction - INFO - Epoch [90][920/3757] lr: 1.000e-04, eta: 11:02:40, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9008, loss_cls: 1.0108, loss: 1.0108, grad_norm: 6.6900 2021-02-07 16:41:35,154 - mmaction - INFO - Epoch [90][940/3757] lr: 1.000e-04, eta: 11:02:19, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9055, loss_cls: 1.0005, loss: 1.0005, grad_norm: 7.0560 2021-02-07 16:42:27,214 - mmaction - INFO - Epoch [90][960/3757] lr: 1.000e-04, eta: 11:02:04, time: 2.603, data_time: 0.001, memory: 7141, top1_acc: 0.7219, top5_acc: 0.8930, loss_cls: 1.1172, loss: 1.1172, grad_norm: 7.2004 2021-02-07 16:42:35,981 - mmaction - INFO - Epoch [90][980/3757] lr: 1.000e-04, eta: 11:01:43, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7367, top5_acc: 0.9062, loss_cls: 1.0338, loss: 1.0338, grad_norm: 6.9818 2021-02-07 16:42:44,724 - mmaction - INFO - Epoch [90][1000/3757] lr: 1.000e-04, eta: 11:01:21, time: 0.437, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8867, loss_cls: 1.0567, loss: 1.0567, grad_norm: 7.0534 2021-02-07 16:42:53,500 - mmaction - INFO - Epoch [90][1020/3757] lr: 1.000e-04, eta: 11:01:00, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7195, top5_acc: 0.9047, loss_cls: 1.1108, loss: 1.1108, grad_norm: 7.4921 2021-02-07 16:43:02,263 - mmaction - INFO - Epoch [90][1040/3757] lr: 1.000e-04, eta: 11:00:38, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7133, top5_acc: 0.8727, loss_cls: 1.1752, loss: 1.1752, grad_norm: 7.0723 2021-02-07 16:43:11,046 - mmaction - INFO - Epoch [90][1060/3757] lr: 1.000e-04, eta: 11:00:17, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8945, loss_cls: 1.0649, loss: 1.0649, grad_norm: 7.2723 2021-02-07 16:43:19,896 - mmaction - INFO - Epoch [90][1080/3757] lr: 1.000e-04, eta: 10:59:56, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9070, loss_cls: 0.9850, loss: 0.9850, grad_norm: 6.8573 2021-02-07 16:43:28,709 - mmaction - INFO - Epoch [90][1100/3757] lr: 1.000e-04, eta: 10:59:34, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8930, loss_cls: 1.0532, loss: 1.0532, grad_norm: 6.8335 2021-02-07 16:43:37,580 - mmaction - INFO - Epoch [90][1120/3757] lr: 1.000e-04, eta: 10:59:13, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0711, loss: 1.0711, grad_norm: 7.0509 2021-02-07 16:43:47,061 - mmaction - INFO - Epoch [90][1140/3757] lr: 1.000e-04, eta: 10:58:51, time: 0.473, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8906, loss_cls: 1.0692, loss: 1.0692, grad_norm: 6.9047 2021-02-07 16:44:12,747 - mmaction - INFO - Epoch [90][1160/3757] lr: 1.000e-04, eta: 10:58:33, time: 1.285, data_time: 0.001, memory: 7141, top1_acc: 0.7422, top5_acc: 0.8852, loss_cls: 1.0958, loss: 1.0958, grad_norm: 6.8971 2021-02-07 16:44:21,510 - mmaction - INFO - Epoch [90][1180/3757] lr: 1.000e-04, eta: 10:58:11, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9000, loss_cls: 1.0145, loss: 1.0145, grad_norm: 6.8090 2021-02-07 16:44:30,345 - mmaction - INFO - Epoch [90][1200/3757] lr: 1.000e-04, eta: 10:57:50, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8852, loss_cls: 1.0731, loss: 1.0731, grad_norm: 7.1045 2021-02-07 16:44:39,209 - mmaction - INFO - Epoch [90][1220/3757] lr: 1.000e-04, eta: 10:57:29, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9000, loss_cls: 0.9910, loss: 0.9910, grad_norm: 6.8511 2021-02-07 16:44:48,064 - mmaction - INFO - Epoch [90][1240/3757] lr: 1.000e-04, eta: 10:57:07, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7406, top5_acc: 0.9086, loss_cls: 1.0276, loss: 1.0276, grad_norm: 6.9284 2021-02-07 16:44:56,890 - mmaction - INFO - Epoch [90][1260/3757] lr: 1.000e-04, eta: 10:56:46, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.9062, loss_cls: 1.0378, loss: 1.0378, grad_norm: 7.0771 2021-02-07 16:45:05,769 - mmaction - INFO - Epoch [90][1280/3757] lr: 1.000e-04, eta: 10:56:24, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9078, loss_cls: 1.0089, loss: 1.0089, grad_norm: 7.0090 2021-02-07 16:45:14,562 - mmaction - INFO - Epoch [90][1300/3757] lr: 1.000e-04, eta: 10:56:03, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7516, top5_acc: 0.8992, loss_cls: 1.0262, loss: 1.0262, grad_norm: 6.9626 2021-02-07 16:45:23,461 - mmaction - INFO - Epoch [90][1320/3757] lr: 1.000e-04, eta: 10:55:42, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0211, loss: 1.0211, grad_norm: 7.0759 2021-02-07 16:45:32,257 - mmaction - INFO - Epoch [90][1340/3757] lr: 1.000e-04, eta: 10:55:20, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8938, loss_cls: 1.0554, loss: 1.0554, grad_norm: 6.9528 2021-02-07 16:45:41,162 - mmaction - INFO - Epoch [90][1360/3757] lr: 1.000e-04, eta: 10:54:59, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8977, loss_cls: 1.1038, loss: 1.1038, grad_norm: 7.2933 2021-02-07 16:45:50,048 - mmaction - INFO - Epoch [90][1380/3757] lr: 1.000e-04, eta: 10:54:38, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7320, top5_acc: 0.8883, loss_cls: 1.0687, loss: 1.0687, grad_norm: 7.1127 2021-02-07 16:45:58,946 - mmaction - INFO - Epoch [90][1400/3757] lr: 1.000e-04, eta: 10:54:16, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.8977, loss_cls: 1.0529, loss: 1.0529, grad_norm: 7.1538 2021-02-07 16:46:07,794 - mmaction - INFO - Epoch [90][1420/3757] lr: 1.000e-04, eta: 10:53:55, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8883, loss_cls: 1.1178, loss: 1.1178, grad_norm: 7.3608 2021-02-07 16:46:16,663 - mmaction - INFO - Epoch [90][1440/3757] lr: 1.000e-04, eta: 10:53:33, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7586, top5_acc: 0.9062, loss_cls: 0.9610, loss: 0.9610, grad_norm: 6.9634 2021-02-07 16:46:25,502 - mmaction - INFO - Epoch [90][1460/3757] lr: 1.000e-04, eta: 10:53:12, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9023, loss_cls: 1.0245, loss: 1.0245, grad_norm: 6.9277 2021-02-07 16:46:34,373 - mmaction - INFO - Epoch [90][1480/3757] lr: 1.000e-04, eta: 10:52:51, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9055, loss_cls: 1.0143, loss: 1.0143, grad_norm: 6.7690 2021-02-07 16:46:43,273 - mmaction - INFO - Epoch [90][1500/3757] lr: 1.000e-04, eta: 10:52:29, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8844, loss_cls: 1.1167, loss: 1.1167, grad_norm: 7.1259 2021-02-07 16:46:52,133 - mmaction - INFO - Epoch [90][1520/3757] lr: 1.000e-04, eta: 10:52:08, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.9008, loss_cls: 1.0828, loss: 1.0828, grad_norm: 7.2487 2021-02-07 16:47:01,044 - mmaction - INFO - Epoch [90][1540/3757] lr: 1.000e-04, eta: 10:51:47, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9039, loss_cls: 1.0703, loss: 1.0703, grad_norm: 7.0609 2021-02-07 16:47:09,868 - mmaction - INFO - Epoch [90][1560/3757] lr: 1.000e-04, eta: 10:51:25, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8969, loss_cls: 1.0615, loss: 1.0615, grad_norm: 7.1246 2021-02-07 16:47:18,716 - mmaction - INFO - Epoch [90][1580/3757] lr: 1.000e-04, eta: 10:51:04, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.9031, loss_cls: 1.0458, loss: 1.0458, grad_norm: 7.0693 2021-02-07 16:47:27,546 - mmaction - INFO - Epoch [90][1600/3757] lr: 1.000e-04, eta: 10:50:43, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9047, loss_cls: 1.0134, loss: 1.0134, grad_norm: 6.8662 2021-02-07 16:47:36,390 - mmaction - INFO - Epoch [90][1620/3757] lr: 1.000e-04, eta: 10:50:21, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9086, loss_cls: 0.9971, loss: 0.9971, grad_norm: 6.9437 2021-02-07 16:47:45,213 - mmaction - INFO - Epoch [90][1640/3757] lr: 1.000e-04, eta: 10:50:00, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9926, loss: 0.9926, grad_norm: 7.0274 2021-02-07 16:47:54,039 - mmaction - INFO - Epoch [90][1660/3757] lr: 1.000e-04, eta: 10:49:39, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9070, loss_cls: 1.0052, loss: 1.0052, grad_norm: 6.8158 2021-02-07 16:48:02,893 - mmaction - INFO - Epoch [90][1680/3757] lr: 1.000e-04, eta: 10:49:17, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 1.0676, loss: 1.0676, grad_norm: 7.1405 2021-02-07 16:48:11,728 - mmaction - INFO - Epoch [90][1700/3757] lr: 1.000e-04, eta: 10:48:56, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8961, loss_cls: 1.0427, loss: 1.0427, grad_norm: 6.9528 2021-02-07 16:48:21,302 - mmaction - INFO - Epoch [90][1720/3757] lr: 1.000e-04, eta: 10:48:35, time: 0.479, data_time: 0.001, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8898, loss_cls: 1.0456, loss: 1.0456, grad_norm: 6.9403 2021-02-07 16:48:30,160 - mmaction - INFO - Epoch [90][1740/3757] lr: 1.000e-04, eta: 10:48:13, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8922, loss_cls: 1.0785, loss: 1.0785, grad_norm: 6.9566 2021-02-07 16:48:38,965 - mmaction - INFO - Epoch [90][1760/3757] lr: 1.000e-04, eta: 10:47:52, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7438, top5_acc: 0.9016, loss_cls: 0.9872, loss: 0.9872, grad_norm: 6.8134 2021-02-07 16:48:47,876 - mmaction - INFO - Epoch [90][1780/3757] lr: 1.000e-04, eta: 10:47:31, time: 0.446, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9055, loss_cls: 1.0405, loss: 1.0405, grad_norm: 7.1257 2021-02-07 16:48:56,674 - mmaction - INFO - Epoch [90][1800/3757] lr: 1.000e-04, eta: 10:47:09, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7211, top5_acc: 0.8891, loss_cls: 1.0756, loss: 1.0756, grad_norm: 7.0376 2021-02-07 16:49:05,564 - mmaction - INFO - Epoch [90][1820/3757] lr: 1.000e-04, eta: 10:46:48, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9078, loss_cls: 0.9944, loss: 0.9944, grad_norm: 6.8056 2021-02-07 16:49:14,406 - mmaction - INFO - Epoch [90][1840/3757] lr: 1.000e-04, eta: 10:46:27, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8914, loss_cls: 1.0563, loss: 1.0563, grad_norm: 7.0711 2021-02-07 16:49:23,266 - mmaction - INFO - Epoch [90][1860/3757] lr: 1.000e-04, eta: 10:46:05, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7570, top5_acc: 0.9016, loss_cls: 1.0203, loss: 1.0203, grad_norm: 6.8101 2021-02-07 16:49:32,117 - mmaction - INFO - Epoch [90][1880/3757] lr: 1.000e-04, eta: 10:45:44, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9062, loss_cls: 1.0192, loss: 1.0192, grad_norm: 6.6908 2021-02-07 16:49:40,966 - mmaction - INFO - Epoch [90][1900/3757] lr: 1.000e-04, eta: 10:45:23, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8977, loss_cls: 1.0287, loss: 1.0287, grad_norm: 6.9098 2021-02-07 16:50:15,888 - mmaction - INFO - Epoch [90][1920/3757] lr: 1.000e-04, eta: 10:45:05, time: 1.746, data_time: 0.001, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9023, loss_cls: 0.9935, loss: 0.9935, grad_norm: 6.8099 2021-02-07 16:50:29,900 - mmaction - INFO - Epoch [90][1940/3757] lr: 1.000e-04, eta: 10:44:45, time: 0.701, data_time: 0.233, memory: 7141, top1_acc: 0.7555, top5_acc: 0.8906, loss_cls: 1.0587, loss: 1.0587, grad_norm: 6.9941 2021-02-07 16:50:38,643 - mmaction - INFO - Epoch [90][1960/3757] lr: 1.000e-04, eta: 10:44:24, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0449, loss: 1.0449, grad_norm: 6.9202 2021-02-07 16:50:47,491 - mmaction - INFO - Epoch [90][1980/3757] lr: 1.000e-04, eta: 10:44:02, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7547, top5_acc: 0.9141, loss_cls: 0.9667, loss: 0.9667, grad_norm: 7.0745 2021-02-07 16:50:56,300 - mmaction - INFO - Epoch [90][2000/3757] lr: 1.000e-04, eta: 10:43:41, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9055, loss_cls: 0.9990, loss: 0.9990, grad_norm: 6.8102 2021-02-07 16:51:05,126 - mmaction - INFO - Epoch [90][2020/3757] lr: 1.000e-04, eta: 10:43:20, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7492, top5_acc: 0.8875, loss_cls: 1.0289, loss: 1.0289, grad_norm: 6.7471 2021-02-07 16:51:13,947 - mmaction - INFO - Epoch [90][2040/3757] lr: 1.000e-04, eta: 10:42:58, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8883, loss_cls: 1.1309, loss: 1.1309, grad_norm: 7.1352 2021-02-07 16:51:22,779 - mmaction - INFO - Epoch [90][2060/3757] lr: 1.000e-04, eta: 10:42:37, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8688, loss_cls: 1.1860, loss: 1.1860, grad_norm: 7.1310 2021-02-07 16:51:31,618 - mmaction - INFO - Epoch [90][2080/3757] lr: 1.000e-04, eta: 10:42:16, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7594, top5_acc: 0.9086, loss_cls: 0.9730, loss: 0.9730, grad_norm: 6.6759 2021-02-07 16:51:40,487 - mmaction - INFO - Epoch [90][2100/3757] lr: 1.000e-04, eta: 10:41:54, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8883, loss_cls: 1.0895, loss: 1.0895, grad_norm: 7.0568 2021-02-07 16:51:49,355 - mmaction - INFO - Epoch [90][2120/3757] lr: 1.000e-04, eta: 10:41:33, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7148, top5_acc: 0.8742, loss_cls: 1.1788, loss: 1.1788, grad_norm: 7.1696 2021-02-07 16:51:58,209 - mmaction - INFO - Epoch [90][2140/3757] lr: 1.000e-04, eta: 10:41:12, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7477, top5_acc: 0.8977, loss_cls: 1.0301, loss: 1.0301, grad_norm: 6.7721 2021-02-07 16:52:06,992 - mmaction - INFO - Epoch [90][2160/3757] lr: 1.000e-04, eta: 10:40:50, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7391, top5_acc: 0.9039, loss_cls: 1.0164, loss: 1.0164, grad_norm: 6.8703 2021-02-07 16:52:15,854 - mmaction - INFO - Epoch [90][2180/3757] lr: 1.000e-04, eta: 10:40:29, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8805, loss_cls: 1.1367, loss: 1.1367, grad_norm: 7.2102 2021-02-07 16:52:24,740 - mmaction - INFO - Epoch [90][2200/3757] lr: 1.000e-04, eta: 10:40:08, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.9062, loss_cls: 1.0150, loss: 1.0150, grad_norm: 7.2050 2021-02-07 16:52:33,571 - mmaction - INFO - Epoch [90][2220/3757] lr: 1.000e-04, eta: 10:39:47, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9039, loss_cls: 1.0194, loss: 1.0194, grad_norm: 6.9480 2021-02-07 16:52:42,434 - mmaction - INFO - Epoch [90][2240/3757] lr: 1.000e-04, eta: 10:39:25, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8938, loss_cls: 1.0849, loss: 1.0849, grad_norm: 7.2743 2021-02-07 16:52:51,281 - mmaction - INFO - Epoch [90][2260/3757] lr: 1.000e-04, eta: 10:39:04, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7523, top5_acc: 0.9055, loss_cls: 1.0152, loss: 1.0152, grad_norm: 7.1816 2021-02-07 16:53:00,118 - mmaction - INFO - Epoch [90][2280/3757] lr: 1.000e-04, eta: 10:38:43, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0763, loss: 1.0763, grad_norm: 6.9509 2021-02-07 16:53:08,985 - mmaction - INFO - Epoch [90][2300/3757] lr: 1.000e-04, eta: 10:38:21, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7609, top5_acc: 0.8938, loss_cls: 1.0103, loss: 1.0103, grad_norm: 6.7943 2021-02-07 16:53:17,867 - mmaction - INFO - Epoch [90][2320/3757] lr: 1.000e-04, eta: 10:38:00, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8891, loss_cls: 1.0761, loss: 1.0761, grad_norm: 7.1629 2021-02-07 16:53:26,766 - mmaction - INFO - Epoch [90][2340/3757] lr: 1.000e-04, eta: 10:37:39, time: 0.445, data_time: 0.000, memory: 7141, top1_acc: 0.7273, top5_acc: 0.8844, loss_cls: 1.0980, loss: 1.0980, grad_norm: 7.2449 2021-02-07 16:53:35,597 - mmaction - INFO - Epoch [90][2360/3757] lr: 1.000e-04, eta: 10:37:18, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.0598, loss: 1.0598, grad_norm: 7.1598 2021-02-07 16:53:44,529 - mmaction - INFO - Epoch [90][2380/3757] lr: 1.000e-04, eta: 10:36:56, time: 0.447, data_time: 0.001, memory: 7141, top1_acc: 0.7234, top5_acc: 0.8930, loss_cls: 1.0826, loss: 1.0826, grad_norm: 7.2138 2021-02-07 16:53:53,401 - mmaction - INFO - Epoch [90][2400/3757] lr: 1.000e-04, eta: 10:36:35, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9008, loss_cls: 1.0290, loss: 1.0290, grad_norm: 6.9110 2021-02-07 16:54:02,224 - mmaction - INFO - Epoch [90][2420/3757] lr: 1.000e-04, eta: 10:36:14, time: 0.441, data_time: 0.001, memory: 7141, top1_acc: 0.7406, top5_acc: 0.8859, loss_cls: 1.0618, loss: 1.0618, grad_norm: 6.7950 2021-02-07 16:54:11,074 - mmaction - INFO - Epoch [90][2440/3757] lr: 1.000e-04, eta: 10:35:52, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7203, top5_acc: 0.8992, loss_cls: 1.0969, loss: 1.0969, grad_norm: 7.1316 2021-02-07 16:54:19,947 - mmaction - INFO - Epoch [90][2460/3757] lr: 1.000e-04, eta: 10:35:31, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9023, loss_cls: 1.0391, loss: 1.0391, grad_norm: 7.0229 2021-02-07 16:54:28,772 - mmaction - INFO - Epoch [90][2480/3757] lr: 1.000e-04, eta: 10:35:10, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7375, top5_acc: 0.8945, loss_cls: 1.0779, loss: 1.0779, grad_norm: 7.2034 2021-02-07 16:54:37,610 - mmaction - INFO - Epoch [90][2500/3757] lr: 1.000e-04, eta: 10:34:49, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7414, top5_acc: 0.8992, loss_cls: 1.0467, loss: 1.0467, grad_norm: 6.9427 2021-02-07 16:54:46,494 - mmaction - INFO - Epoch [90][2520/3757] lr: 1.000e-04, eta: 10:34:27, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8875, loss_cls: 1.0617, loss: 1.0617, grad_norm: 7.1793 2021-02-07 16:54:55,375 - mmaction - INFO - Epoch [90][2540/3757] lr: 1.000e-04, eta: 10:34:06, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.8992, loss_cls: 1.0528, loss: 1.0528, grad_norm: 6.9748 2021-02-07 16:55:04,220 - mmaction - INFO - Epoch [90][2560/3757] lr: 1.000e-04, eta: 10:33:45, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7641, top5_acc: 0.9023, loss_cls: 1.0327, loss: 1.0327, grad_norm: 6.8085 2021-02-07 16:55:13,089 - mmaction - INFO - Epoch [90][2580/3757] lr: 1.000e-04, eta: 10:33:24, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7453, top5_acc: 0.8898, loss_cls: 1.0520, loss: 1.0520, grad_norm: 6.8914 2021-02-07 16:55:21,974 - mmaction - INFO - Epoch [90][2600/3757] lr: 1.000e-04, eta: 10:33:02, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7531, top5_acc: 0.9023, loss_cls: 1.0147, loss: 1.0147, grad_norm: 6.8881 2021-02-07 16:55:30,813 - mmaction - INFO - Epoch [90][2620/3757] lr: 1.000e-04, eta: 10:32:41, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8844, loss_cls: 1.1179, loss: 1.1179, grad_norm: 7.1117 2021-02-07 16:55:39,702 - mmaction - INFO - Epoch [90][2640/3757] lr: 1.000e-04, eta: 10:32:20, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9141, loss_cls: 0.9669, loss: 0.9669, grad_norm: 6.6889 2021-02-07 16:55:48,598 - mmaction - INFO - Epoch [90][2660/3757] lr: 1.000e-04, eta: 10:31:59, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8914, loss_cls: 1.0351, loss: 1.0351, grad_norm: 6.9585 2021-02-07 16:55:57,454 - mmaction - INFO - Epoch [90][2680/3757] lr: 1.000e-04, eta: 10:31:37, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7391, top5_acc: 0.8898, loss_cls: 1.0835, loss: 1.0835, grad_norm: 7.2632 2021-02-07 16:56:06,359 - mmaction - INFO - Epoch [90][2700/3757] lr: 1.000e-04, eta: 10:31:16, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8969, loss_cls: 1.0884, loss: 1.0884, grad_norm: 7.0774 2021-02-07 16:56:15,203 - mmaction - INFO - Epoch [90][2720/3757] lr: 1.000e-04, eta: 10:30:55, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7469, top5_acc: 0.8977, loss_cls: 1.0337, loss: 1.0337, grad_norm: 6.8955 2021-02-07 16:56:24,041 - mmaction - INFO - Epoch [90][2740/3757] lr: 1.000e-04, eta: 10:30:34, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7562, top5_acc: 0.8953, loss_cls: 1.0268, loss: 1.0268, grad_norm: 6.8579 2021-02-07 16:56:32,885 - mmaction - INFO - Epoch [90][2760/3757] lr: 1.000e-04, eta: 10:30:12, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7305, top5_acc: 0.8953, loss_cls: 1.0838, loss: 1.0838, grad_norm: 7.3299 2021-02-07 16:56:41,728 - mmaction - INFO - Epoch [90][2780/3757] lr: 1.000e-04, eta: 10:29:51, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7250, top5_acc: 0.8930, loss_cls: 1.0742, loss: 1.0742, grad_norm: 7.1776 2021-02-07 16:56:50,585 - mmaction - INFO - Epoch [90][2800/3757] lr: 1.000e-04, eta: 10:29:30, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8938, loss_cls: 1.0619, loss: 1.0619, grad_norm: 7.2632 2021-02-07 16:56:59,426 - mmaction - INFO - Epoch [90][2820/3757] lr: 1.000e-04, eta: 10:29:09, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7398, top5_acc: 0.9023, loss_cls: 0.9979, loss: 0.9979, grad_norm: 6.8564 2021-02-07 16:57:08,251 - mmaction - INFO - Epoch [90][2840/3757] lr: 1.000e-04, eta: 10:28:47, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8922, loss_cls: 1.0383, loss: 1.0383, grad_norm: 7.0686 2021-02-07 16:57:17,145 - mmaction - INFO - Epoch [90][2860/3757] lr: 1.000e-04, eta: 10:28:26, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7492, top5_acc: 0.9008, loss_cls: 1.0609, loss: 1.0609, grad_norm: 6.9050 2021-02-07 16:57:25,988 - mmaction - INFO - Epoch [90][2880/3757] lr: 1.000e-04, eta: 10:28:05, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7438, top5_acc: 0.8898, loss_cls: 1.0214, loss: 1.0214, grad_norm: 6.9002 2021-02-07 16:57:34,808 - mmaction - INFO - Epoch [90][2900/3757] lr: 1.000e-04, eta: 10:27:44, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7117, top5_acc: 0.8969, loss_cls: 1.0978, loss: 1.0978, grad_norm: 7.2298 2021-02-07 16:57:43,703 - mmaction - INFO - Epoch [90][2920/3757] lr: 1.000e-04, eta: 10:27:23, time: 0.444, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8844, loss_cls: 1.1276, loss: 1.1276, grad_norm: 7.3130 2021-02-07 16:57:52,548 - mmaction - INFO - Epoch [90][2940/3757] lr: 1.000e-04, eta: 10:27:01, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7258, top5_acc: 0.8867, loss_cls: 1.1064, loss: 1.1064, grad_norm: 7.1352 2021-02-07 16:58:01,434 - mmaction - INFO - Epoch [90][2960/3757] lr: 1.000e-04, eta: 10:26:40, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7445, top5_acc: 0.8922, loss_cls: 1.0237, loss: 1.0237, grad_norm: 6.8504 2021-02-07 16:58:10,315 - mmaction - INFO - Epoch [90][2980/3757] lr: 1.000e-04, eta: 10:26:19, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8938, loss_cls: 1.0924, loss: 1.0924, grad_norm: 7.3535 2021-02-07 16:58:19,155 - mmaction - INFO - Epoch [90][3000/3757] lr: 1.000e-04, eta: 10:25:58, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8984, loss_cls: 1.0782, loss: 1.0782, grad_norm: 7.0382 2021-02-07 16:58:28,038 - mmaction - INFO - Epoch [90][3020/3757] lr: 1.000e-04, eta: 10:25:36, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9031, loss_cls: 1.0115, loss: 1.0115, grad_norm: 7.0092 2021-02-07 16:58:36,900 - mmaction - INFO - Epoch [90][3040/3757] lr: 1.000e-04, eta: 10:25:15, time: 0.442, data_time: 0.000, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9156, loss_cls: 0.9862, loss: 0.9862, grad_norm: 6.9707 2021-02-07 16:58:45,801 - mmaction - INFO - Epoch [90][3060/3757] lr: 1.000e-04, eta: 10:24:54, time: 0.445, data_time: 0.001, memory: 7141, top1_acc: 0.7359, top5_acc: 0.8883, loss_cls: 1.0895, loss: 1.0895, grad_norm: 7.1707 2021-02-07 16:58:54,630 - mmaction - INFO - Epoch [90][3080/3757] lr: 1.000e-04, eta: 10:24:33, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.0222, loss: 1.0222, grad_norm: 6.5857 2021-02-07 16:59:03,481 - mmaction - INFO - Epoch [90][3100/3757] lr: 1.000e-04, eta: 10:24:12, time: 0.442, data_time: 0.001, memory: 7141, top1_acc: 0.7281, top5_acc: 0.8984, loss_cls: 1.0564, loss: 1.0564, grad_norm: 7.2738 2021-02-07 16:59:12,334 - mmaction - INFO - Epoch [90][3120/3757] lr: 1.000e-04, eta: 10:23:50, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7297, top5_acc: 0.8945, loss_cls: 1.0721, loss: 1.0721, grad_norm: 7.0276 2021-02-07 16:59:21,216 - mmaction - INFO - Epoch [90][3140/3757] lr: 1.000e-04, eta: 10:23:29, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9070, loss_cls: 1.0271, loss: 1.0271, grad_norm: 7.1443 2021-02-07 16:59:30,072 - mmaction - INFO - Epoch [90][3160/3757] lr: 1.000e-04, eta: 10:23:08, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7516, top5_acc: 0.9125, loss_cls: 0.9842, loss: 0.9842, grad_norm: 6.8237 2021-02-07 16:59:38,931 - mmaction - INFO - Epoch [90][3180/3757] lr: 1.000e-04, eta: 10:22:47, time: 0.443, data_time: 0.001, memory: 7141, top1_acc: 0.7484, top5_acc: 0.8898, loss_cls: 1.0830, loss: 1.0830, grad_norm: 7.0341 2021-02-07 16:59:47,781 - mmaction - INFO - Epoch [90][3200/3757] lr: 1.000e-04, eta: 10:22:26, time: 0.443, data_time: 0.000, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9023, loss_cls: 1.0123, loss: 1.0123, grad_norm: 6.9244 2021-02-07 16:59:56,615 - mmaction - INFO - Epoch [90][3220/3757] lr: 1.000e-04, eta: 10:22:04, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7398, top5_acc: 0.8945, loss_cls: 1.0597, loss: 1.0597, grad_norm: 7.0107 2021-02-07 17:00:05,486 - mmaction - INFO - Epoch [90][3240/3757] lr: 1.000e-04, eta: 10:21:43, time: 0.444, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8969, loss_cls: 1.0100, loss: 1.0100, grad_norm: 6.9796 2021-02-07 17:00:43,735 - mmaction - INFO - Epoch [90][3260/3757] lr: 1.000e-04, eta: 10:21:26, time: 1.912, data_time: 0.001, memory: 7141, top1_acc: 0.7508, top5_acc: 0.9117, loss_cls: 0.9868, loss: 0.9868, grad_norm: 6.9578 2021-02-07 17:01:53,182 - mmaction - INFO - Epoch [90][3280/3757] lr: 1.000e-04, eta: 10:21:14, time: 3.473, data_time: 1.408, memory: 7141, top1_acc: 0.7383, top5_acc: 0.8961, loss_cls: 1.0532, loss: 1.0532, grad_norm: 7.0170 2021-02-07 17:02:01,978 - mmaction - INFO - Epoch [90][3300/3757] lr: 1.000e-04, eta: 10:20:53, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7641, top5_acc: 0.9203, loss_cls: 0.9550, loss: 0.9550, grad_norm: 6.7868 2021-02-07 17:03:24,424 - mmaction - INFO - Epoch [90][3320/3757] lr: 1.000e-04, eta: 10:20:43, time: 4.122, data_time: 1.854, memory: 7141, top1_acc: 0.7500, top5_acc: 0.9008, loss_cls: 1.0390, loss: 1.0390, grad_norm: 6.9837 2021-02-07 17:03:49,786 - mmaction - INFO - Epoch [90][3340/3757] lr: 1.000e-04, eta: 10:20:24, time: 1.268, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8930, loss_cls: 1.1010, loss: 1.1010, grad_norm: 7.1954 2021-02-07 17:03:58,539 - mmaction - INFO - Epoch [90][3360/3757] lr: 1.000e-04, eta: 10:20:03, time: 0.437, data_time: 0.001, memory: 7141, top1_acc: 0.7344, top5_acc: 0.9141, loss_cls: 1.0093, loss: 1.0093, grad_norm: 7.1537 2021-02-07 17:05:07,814 - mmaction - INFO - Epoch [90][3380/3757] lr: 1.000e-04, eta: 10:19:51, time: 3.464, data_time: 0.001, memory: 7141, top1_acc: 0.7336, top5_acc: 0.8969, loss_cls: 1.0749, loss: 1.0749, grad_norm: 7.2579 2021-02-07 17:06:04,492 - mmaction - INFO - Epoch [90][3400/3757] lr: 1.000e-04, eta: 10:19:37, time: 2.833, data_time: 0.000, memory: 7141, top1_acc: 0.7211, top5_acc: 0.9133, loss_cls: 1.0688, loss: 1.0688, grad_norm: 7.1627 2021-02-07 17:06:31,550 - mmaction - INFO - Epoch [90][3420/3757] lr: 1.000e-04, eta: 10:19:18, time: 1.353, data_time: 0.001, memory: 7141, top1_acc: 0.7430, top5_acc: 0.8938, loss_cls: 1.0746, loss: 1.0746, grad_norm: 6.9603 2021-02-07 17:07:10,829 - mmaction - INFO - Epoch [90][3440/3757] lr: 1.000e-04, eta: 10:19:01, time: 1.964, data_time: 0.001, memory: 7141, top1_acc: 0.7562, top5_acc: 0.9031, loss_cls: 0.9876, loss: 0.9876, grad_norm: 6.8289 2021-02-07 17:07:19,638 - mmaction - INFO - Epoch [90][3460/3757] lr: 1.000e-04, eta: 10:18:40, time: 0.440, data_time: 0.001, memory: 7141, top1_acc: 0.7352, top5_acc: 0.9070, loss_cls: 1.0572, loss: 1.0572, grad_norm: 7.3160 2021-02-07 17:07:56,837 - mmaction - INFO - Epoch [90][3480/3757] lr: 1.000e-04, eta: 10:18:23, time: 1.861, data_time: 1.419, memory: 7141, top1_acc: 0.7430, top5_acc: 0.9094, loss_cls: 1.0090, loss: 1.0090, grad_norm: 7.0406 2021-02-07 17:08:19,408 - mmaction - INFO - Epoch [90][3500/3757] lr: 1.000e-04, eta: 10:18:04, time: 1.129, data_time: 0.674, memory: 7141, top1_acc: 0.7648, top5_acc: 0.9164, loss_cls: 0.9481, loss: 0.9481, grad_norm: 6.7658 2021-02-07 17:08:28,341 - mmaction - INFO - Epoch [90][3520/3757] lr: 1.000e-04, eta: 10:17:43, time: 0.447, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.8961, loss_cls: 1.0343, loss: 1.0343, grad_norm: 6.7822 2021-02-07 17:08:37,100 - mmaction - INFO - Epoch [90][3540/3757] lr: 1.000e-04, eta: 10:17:22, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7383, top5_acc: 0.9031, loss_cls: 1.0424, loss: 1.0424, grad_norm: 7.1553 2021-02-07 17:08:45,876 - mmaction - INFO - Epoch [90][3560/3757] lr: 1.000e-04, eta: 10:17:00, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7461, top5_acc: 0.8867, loss_cls: 1.0641, loss: 1.0641, grad_norm: 6.9527 2021-02-07 17:08:54,641 - mmaction - INFO - Epoch [90][3580/3757] lr: 1.000e-04, eta: 10:16:39, time: 0.438, data_time: 0.000, memory: 7141, top1_acc: 0.7477, top5_acc: 0.9023, loss_cls: 1.0596, loss: 1.0596, grad_norm: 6.9541 2021-02-07 17:09:03,459 - mmaction - INFO - Epoch [90][3600/3757] lr: 1.000e-04, eta: 10:16:18, time: 0.441, data_time: 0.000, memory: 7141, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.1047, loss: 1.1047, grad_norm: 7.0295 2021-02-07 17:09:26,178 - mmaction - INFO - Epoch [90][3620/3757] lr: 1.000e-04, eta: 10:15:59, time: 1.136, data_time: 0.001, memory: 7141, top1_acc: 0.7242, top5_acc: 0.9086, loss_cls: 1.1011, loss: 1.1011, grad_norm: 7.2802 2021-02-07 17:09:34,973 - mmaction - INFO - Epoch [90][3640/3757] lr: 1.000e-04, eta: 10:15:38, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7359, top5_acc: 0.9031, loss_cls: 1.0375, loss: 1.0375, grad_norm: 7.0163 2021-02-07 17:09:43,737 - mmaction - INFO - Epoch [90][3660/3757] lr: 1.000e-04, eta: 10:15:17, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.1121, loss: 1.1121, grad_norm: 7.2543 2021-02-07 17:09:52,526 - mmaction - INFO - Epoch [90][3680/3757] lr: 1.000e-04, eta: 10:14:55, time: 0.440, data_time: 0.000, memory: 7141, top1_acc: 0.7539, top5_acc: 0.9016, loss_cls: 0.9873, loss: 0.9873, grad_norm: 6.7575 2021-02-07 17:10:01,311 - mmaction - INFO - Epoch [90][3700/3757] lr: 1.000e-04, eta: 10:14:34, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7164, top5_acc: 0.9016, loss_cls: 1.0718, loss: 1.0718, grad_norm: 7.2045 2021-02-07 17:10:10,071 - mmaction - INFO - Epoch [90][3720/3757] lr: 1.000e-04, eta: 10:14:13, time: 0.439, data_time: 0.001, memory: 7141, top1_acc: 0.7266, top5_acc: 0.8945, loss_cls: 1.0615, loss: 1.0615, grad_norm: 7.0387 2021-02-07 17:10:18,863 - mmaction - INFO - Epoch [90][3740/3757] lr: 1.000e-04, eta: 10:13:52, time: 0.439, data_time: 0.000, memory: 7141, top1_acc: 0.7484, top5_acc: 0.9187, loss_cls: 0.9911, loss: 0.9911, grad_norm: 7.1377 2021-02-07 17:10:52,436 - mmaction - INFO - Saving checkpoint at 90 epochs 2021-02-07 23:57:22,255 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-02-07 23:57:23,165 - mmaction - INFO - top1_acc 0.7523 top5_acc 0.9188 2021-02-07 23:57:23,165 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-02-07 23:57:23,296 - mmaction - INFO - mean_acc 0.7522 2021-02-07 23:57:23,310 - mmaction - INFO - Epoch(val) [90][3757] top1_acc: 0.7523, top5_acc: 0.9188, mean_class_accuracy: 0.7522 2021-02-07 23:58:43,660 - mmaction - INFO - Epoch [91][20/3757] lr: 1.000e-05, eta: 10:13:22, time: 4.015, data_time: 3.569, memory: 7633, top1_acc: 0.7500, top5_acc: 0.8992, loss_cls: 1.0254, loss: 1.0254, grad_norm: 7.0785 2021-02-07 23:58:52,485 - mmaction - INFO - Epoch [91][40/3757] lr: 1.000e-05, eta: 10:13:01, time: 0.441, data_time: 0.004, memory: 7633, top1_acc: 0.7492, top5_acc: 0.9094, loss_cls: 0.9829, loss: 0.9829, grad_norm: 7.1259 2021-02-07 23:59:01,206 - mmaction - INFO - Epoch [91][60/3757] lr: 1.000e-05, eta: 10:12:40, time: 0.436, data_time: 0.001, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8969, loss_cls: 1.0810, loss: 1.0810, grad_norm: 7.1399 2021-02-07 23:59:09,917 - mmaction - INFO - Epoch [91][80/3757] lr: 1.000e-05, eta: 10:12:18, time: 0.435, data_time: 0.001, memory: 7633, top1_acc: 0.7492, top5_acc: 0.8961, loss_cls: 1.0119, loss: 1.0119, grad_norm: 6.8766 2021-02-07 23:59:18,640 - mmaction - INFO - Epoch [91][100/3757] lr: 1.000e-05, eta: 10:11:57, time: 0.437, data_time: 0.001, memory: 7633, top1_acc: 0.7453, top5_acc: 0.8977, loss_cls: 1.0395, loss: 1.0395, grad_norm: 7.0906 2021-02-07 23:59:27,400 - mmaction - INFO - Epoch [91][120/3757] lr: 1.000e-05, eta: 10:11:36, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7391, top5_acc: 0.8930, loss_cls: 1.0372, loss: 1.0372, grad_norm: 6.9015 2021-02-07 23:59:36,221 - mmaction - INFO - Epoch [91][140/3757] lr: 1.000e-05, eta: 10:11:15, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9086, loss_cls: 0.9902, loss: 0.9902, grad_norm: 6.8228 2021-02-07 23:59:45,052 - mmaction - INFO - Epoch [91][160/3757] lr: 1.000e-05, eta: 10:10:54, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9031, loss_cls: 1.0053, loss: 1.0053, grad_norm: 6.9876 2021-02-07 23:59:53,826 - mmaction - INFO - Epoch [91][180/3757] lr: 1.000e-05, eta: 10:10:32, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7492, top5_acc: 0.9000, loss_cls: 0.9979, loss: 0.9979, grad_norm: 6.9147 2021-02-08 00:00:02,581 - mmaction - INFO - Epoch [91][200/3757] lr: 1.000e-05, eta: 10:10:11, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7695, top5_acc: 0.9070, loss_cls: 0.9435, loss: 0.9435, grad_norm: 6.7697 2021-02-08 00:00:12,700 - mmaction - INFO - Epoch [91][220/3757] lr: 1.000e-05, eta: 10:09:50, time: 0.505, data_time: 0.001, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0115, loss: 1.0115, grad_norm: 6.8839 2021-02-08 00:00:21,531 - mmaction - INFO - Epoch [91][240/3757] lr: 1.000e-05, eta: 10:09:29, time: 0.442, data_time: 0.003, memory: 7633, top1_acc: 0.7516, top5_acc: 0.9055, loss_cls: 1.0119, loss: 1.0119, grad_norm: 6.9331 2021-02-08 00:00:30,362 - mmaction - INFO - Epoch [91][260/3757] lr: 1.000e-05, eta: 10:09:08, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7328, top5_acc: 0.9031, loss_cls: 1.0820, loss: 1.0820, grad_norm: 7.2351 2021-02-08 00:00:39,136 - mmaction - INFO - Epoch [91][280/3757] lr: 1.000e-05, eta: 10:08:47, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7523, top5_acc: 0.9039, loss_cls: 0.9804, loss: 0.9804, grad_norm: 6.7343 2021-02-08 00:00:47,971 - mmaction - INFO - Epoch [91][300/3757] lr: 1.000e-05, eta: 10:08:26, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8867, loss_cls: 1.0776, loss: 1.0776, grad_norm: 6.8302 2021-02-08 00:00:56,759 - mmaction - INFO - Epoch [91][320/3757] lr: 1.000e-05, eta: 10:08:05, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7516, top5_acc: 0.9031, loss_cls: 1.0565, loss: 1.0565, grad_norm: 6.9974 2021-02-08 00:01:05,579 - mmaction - INFO - Epoch [91][340/3757] lr: 1.000e-05, eta: 10:07:43, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7648, top5_acc: 0.9195, loss_cls: 0.9311, loss: 0.9311, grad_norm: 6.5628 2021-02-08 00:01:14,372 - mmaction - INFO - Epoch [91][360/3757] lr: 1.000e-05, eta: 10:07:22, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9047, loss_cls: 1.0281, loss: 1.0281, grad_norm: 7.1603 2021-02-08 00:01:23,208 - mmaction - INFO - Epoch [91][380/3757] lr: 1.000e-05, eta: 10:07:01, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9117, loss_cls: 0.9975, loss: 0.9975, grad_norm: 6.9052 2021-02-08 00:01:32,004 - mmaction - INFO - Epoch [91][400/3757] lr: 1.000e-05, eta: 10:06:40, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9000, loss_cls: 1.0051, loss: 1.0051, grad_norm: 6.8191 2021-02-08 00:01:40,821 - mmaction - INFO - Epoch [91][420/3757] lr: 1.000e-05, eta: 10:06:19, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9047, loss_cls: 0.9906, loss: 0.9906, grad_norm: 6.7468 2021-02-08 00:01:49,654 - mmaction - INFO - Epoch [91][440/3757] lr: 1.000e-05, eta: 10:05:58, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7375, top5_acc: 0.8898, loss_cls: 1.0632, loss: 1.0632, grad_norm: 6.9465 2021-02-08 00:01:58,430 - mmaction - INFO - Epoch [91][460/3757] lr: 1.000e-05, eta: 10:05:36, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7297, top5_acc: 0.8859, loss_cls: 1.0611, loss: 1.0611, grad_norm: 6.9191 2021-02-08 00:02:07,264 - mmaction - INFO - Epoch [91][480/3757] lr: 1.000e-05, eta: 10:05:15, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9102, loss_cls: 1.0287, loss: 1.0287, grad_norm: 6.9656 2021-02-08 00:02:16,111 - mmaction - INFO - Epoch [91][500/3757] lr: 1.000e-05, eta: 10:04:54, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8781, loss_cls: 1.1082, loss: 1.1082, grad_norm: 7.1463 2021-02-08 00:02:24,915 - mmaction - INFO - Epoch [91][520/3757] lr: 1.000e-05, eta: 10:04:33, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.0512, loss: 1.0512, grad_norm: 6.9099 2021-02-08 00:02:33,734 - mmaction - INFO - Epoch [91][540/3757] lr: 1.000e-05, eta: 10:04:12, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9078, loss_cls: 0.9878, loss: 0.9878, grad_norm: 6.9588 2021-02-08 00:02:42,570 - mmaction - INFO - Epoch [91][560/3757] lr: 1.000e-05, eta: 10:03:51, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7422, top5_acc: 0.9047, loss_cls: 0.9727, loss: 0.9727, grad_norm: 6.9228 2021-02-08 00:02:51,400 - mmaction - INFO - Epoch [91][580/3757] lr: 1.000e-05, eta: 10:03:30, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7578, top5_acc: 0.9125, loss_cls: 0.9630, loss: 0.9630, grad_norm: 6.8776 2021-02-08 00:03:00,238 - mmaction - INFO - Epoch [91][600/3757] lr: 1.000e-05, eta: 10:03:08, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7539, top5_acc: 0.9062, loss_cls: 0.9913, loss: 0.9913, grad_norm: 6.8697 2021-02-08 00:03:09,073 - mmaction - INFO - Epoch [91][620/3757] lr: 1.000e-05, eta: 10:02:47, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7492, top5_acc: 0.9086, loss_cls: 1.0296, loss: 1.0296, grad_norm: 7.1010 2021-02-08 00:03:17,941 - mmaction - INFO - Epoch [91][640/3757] lr: 1.000e-05, eta: 10:02:26, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7586, top5_acc: 0.8977, loss_cls: 0.9872, loss: 0.9872, grad_norm: 6.8534 2021-02-08 00:03:26,774 - mmaction - INFO - Epoch [91][660/3757] lr: 1.000e-05, eta: 10:02:05, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7461, top5_acc: 0.9062, loss_cls: 1.0127, loss: 1.0127, grad_norm: 6.8558 2021-02-08 00:03:35,604 - mmaction - INFO - Epoch [91][680/3757] lr: 1.000e-05, eta: 10:01:44, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7211, top5_acc: 0.8836, loss_cls: 1.1688, loss: 1.1688, grad_norm: 7.3239 2021-02-08 00:03:44,447 - mmaction - INFO - Epoch [91][700/3757] lr: 1.000e-05, eta: 10:01:23, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7484, top5_acc: 0.8977, loss_cls: 1.0171, loss: 1.0171, grad_norm: 6.7959 2021-02-08 00:03:53,363 - mmaction - INFO - Epoch [91][720/3757] lr: 1.000e-05, eta: 10:01:02, time: 0.446, data_time: 0.001, memory: 7633, top1_acc: 0.7406, top5_acc: 0.8930, loss_cls: 1.0745, loss: 1.0745, grad_norm: 6.9329 2021-02-08 00:04:02,215 - mmaction - INFO - Epoch [91][740/3757] lr: 1.000e-05, eta: 10:00:41, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7445, top5_acc: 0.8883, loss_cls: 1.1127, loss: 1.1127, grad_norm: 7.0095 2021-02-08 00:04:11,401 - mmaction - INFO - Epoch [91][760/3757] lr: 1.000e-05, eta: 10:00:20, time: 0.459, data_time: 0.000, memory: 7633, top1_acc: 0.7633, top5_acc: 0.9086, loss_cls: 0.9989, loss: 0.9989, grad_norm: 6.9958 2021-02-08 00:04:20,757 - mmaction - INFO - Epoch [91][780/3757] lr: 1.000e-05, eta: 9:59:59, time: 0.465, data_time: 0.001, memory: 7633, top1_acc: 0.7234, top5_acc: 0.8875, loss_cls: 1.1100, loss: 1.1100, grad_norm: 7.2216 2021-02-08 00:04:29,984 - mmaction - INFO - Epoch [91][800/3757] lr: 1.000e-05, eta: 9:59:37, time: 0.464, data_time: 0.003, memory: 7633, top1_acc: 0.7453, top5_acc: 0.8953, loss_cls: 1.0396, loss: 1.0396, grad_norm: 7.0333 2021-02-08 00:04:38,997 - mmaction - INFO - Epoch [91][820/3757] lr: 1.000e-05, eta: 9:59:16, time: 0.450, data_time: 0.000, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8938, loss_cls: 1.0746, loss: 1.0746, grad_norm: 7.0134 2021-02-08 00:04:58,632 - mmaction - INFO - Epoch [91][840/3757] lr: 1.000e-05, eta: 9:58:57, time: 0.982, data_time: 0.001, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9039, loss_cls: 0.9934, loss: 0.9934, grad_norm: 6.7673 2021-02-08 00:05:07,951 - mmaction - INFO - Epoch [91][860/3757] lr: 1.000e-05, eta: 9:58:36, time: 0.465, data_time: 0.001, memory: 7633, top1_acc: 0.7289, top5_acc: 0.9047, loss_cls: 1.0512, loss: 1.0512, grad_norm: 7.1731 2021-02-08 00:05:17,366 - mmaction - INFO - Epoch [91][880/3757] lr: 1.000e-05, eta: 9:58:15, time: 0.471, data_time: 0.002, memory: 7633, top1_acc: 0.7523, top5_acc: 0.9047, loss_cls: 1.0130, loss: 1.0130, grad_norm: 6.9741 2021-02-08 00:05:26,978 - mmaction - INFO - Epoch [91][900/3757] lr: 1.000e-05, eta: 9:57:54, time: 0.480, data_time: 0.001, memory: 7633, top1_acc: 0.7547, top5_acc: 0.8961, loss_cls: 1.0139, loss: 1.0139, grad_norm: 7.0805 2021-02-08 00:05:36,611 - mmaction - INFO - Epoch [91][920/3757] lr: 1.000e-05, eta: 9:57:33, time: 0.481, data_time: 0.002, memory: 7633, top1_acc: 0.7312, top5_acc: 0.9023, loss_cls: 1.0494, loss: 1.0494, grad_norm: 7.1013 2021-02-08 00:05:46,526 - mmaction - INFO - Epoch [91][940/3757] lr: 1.000e-05, eta: 9:57:12, time: 0.497, data_time: 0.004, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9117, loss_cls: 0.9861, loss: 0.9861, grad_norm: 6.6551 2021-02-08 00:05:56,925 - mmaction - INFO - Epoch [91][960/3757] lr: 1.000e-05, eta: 9:56:51, time: 0.519, data_time: 0.001, memory: 7633, top1_acc: 0.7516, top5_acc: 0.8992, loss_cls: 0.9855, loss: 0.9855, grad_norm: 6.8834 2021-02-08 00:06:07,529 - mmaction - INFO - Epoch [91][980/3757] lr: 1.000e-05, eta: 9:56:30, time: 0.530, data_time: 0.003, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8984, loss_cls: 1.0989, loss: 1.0989, grad_norm: 7.0723 2021-02-08 00:06:18,339 - mmaction - INFO - Epoch [91][1000/3757] lr: 1.000e-05, eta: 9:56:09, time: 0.542, data_time: 0.003, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9062, loss_cls: 1.0378, loss: 1.0378, grad_norm: 6.8830 2021-02-08 00:06:30,685 - mmaction - INFO - Epoch [91][1020/3757] lr: 1.000e-05, eta: 9:55:49, time: 0.616, data_time: 0.002, memory: 7633, top1_acc: 0.7469, top5_acc: 0.8922, loss_cls: 1.0664, loss: 1.0664, grad_norm: 7.1223 2021-02-08 00:06:44,368 - mmaction - INFO - Epoch [91][1040/3757] lr: 1.000e-05, eta: 9:55:28, time: 0.682, data_time: 0.003, memory: 7633, top1_acc: 0.7406, top5_acc: 0.9023, loss_cls: 1.0179, loss: 1.0179, grad_norm: 6.8813 2021-02-08 00:07:01,987 - mmaction - INFO - Epoch [91][1060/3757] lr: 1.000e-05, eta: 9:55:09, time: 0.881, data_time: 0.006, memory: 7633, top1_acc: 0.7352, top5_acc: 0.8969, loss_cls: 1.0920, loss: 1.0920, grad_norm: 7.0882 2021-02-08 00:07:27,009 - mmaction - INFO - Epoch [91][1080/3757] lr: 1.000e-05, eta: 9:54:50, time: 1.248, data_time: 0.043, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9086, loss_cls: 0.9333, loss: 0.9333, grad_norm: 6.6677 2021-02-08 00:08:09,629 - mmaction - INFO - Epoch [91][1100/3757] lr: 1.000e-05, eta: 9:54:33, time: 2.129, data_time: 0.520, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8867, loss_cls: 1.0896, loss: 1.0896, grad_norm: 7.1838 2021-02-08 00:08:40,169 - mmaction - INFO - Epoch [91][1120/3757] lr: 1.000e-05, eta: 9:54:15, time: 1.535, data_time: 0.380, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8945, loss_cls: 1.0470, loss: 1.0470, grad_norm: 6.8024 2021-02-08 00:08:48,898 - mmaction - INFO - Epoch [91][1140/3757] lr: 1.000e-05, eta: 9:53:54, time: 0.436, data_time: 0.001, memory: 7633, top1_acc: 0.7461, top5_acc: 0.8922, loss_cls: 1.0578, loss: 1.0578, grad_norm: 6.9799 2021-02-08 00:08:57,647 - mmaction - INFO - Epoch [91][1160/3757] lr: 1.000e-05, eta: 9:53:33, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9039, loss_cls: 1.0362, loss: 1.0362, grad_norm: 6.9158 2021-02-08 00:09:06,385 - mmaction - INFO - Epoch [91][1180/3757] lr: 1.000e-05, eta: 9:53:12, time: 0.437, data_time: 0.001, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9039, loss_cls: 0.9788, loss: 0.9788, grad_norm: 6.7551 2021-02-08 00:09:15,116 - mmaction - INFO - Epoch [91][1200/3757] lr: 1.000e-05, eta: 9:52:51, time: 0.436, data_time: 0.001, memory: 7633, top1_acc: 0.7594, top5_acc: 0.9102, loss_cls: 0.9574, loss: 0.9574, grad_norm: 6.7898 2021-02-08 00:09:23,860 - mmaction - INFO - Epoch [91][1220/3757] lr: 1.000e-05, eta: 9:52:30, time: 0.437, data_time: 0.001, memory: 7633, top1_acc: 0.7336, top5_acc: 0.9047, loss_cls: 1.0471, loss: 1.0471, grad_norm: 7.0002 2021-02-08 00:09:32,589 - mmaction - INFO - Epoch [91][1240/3757] lr: 1.000e-05, eta: 9:52:09, time: 0.436, data_time: 0.001, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8961, loss_cls: 1.0531, loss: 1.0531, grad_norm: 6.9895 2021-02-08 00:09:41,348 - mmaction - INFO - Epoch [91][1260/3757] lr: 1.000e-05, eta: 9:51:48, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7430, top5_acc: 0.8945, loss_cls: 1.1044, loss: 1.1044, grad_norm: 7.1032 2021-02-08 00:09:50,136 - mmaction - INFO - Epoch [91][1280/3757] lr: 1.000e-05, eta: 9:51:27, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7445, top5_acc: 0.9055, loss_cls: 1.0085, loss: 1.0085, grad_norm: 6.7393 2021-02-08 00:09:58,923 - mmaction - INFO - Epoch [91][1300/3757] lr: 1.000e-05, eta: 9:51:06, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9023, loss_cls: 1.0270, loss: 1.0270, grad_norm: 6.8078 2021-02-08 00:10:07,718 - mmaction - INFO - Epoch [91][1320/3757] lr: 1.000e-05, eta: 9:50:45, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7484, top5_acc: 0.8992, loss_cls: 1.0078, loss: 1.0078, grad_norm: 6.9218 2021-02-08 00:10:16,542 - mmaction - INFO - Epoch [91][1340/3757] lr: 1.000e-05, eta: 9:50:23, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7367, top5_acc: 0.8914, loss_cls: 1.0960, loss: 1.0960, grad_norm: 7.0837 2021-02-08 00:10:25,375 - mmaction - INFO - Epoch [91][1360/3757] lr: 1.000e-05, eta: 9:50:02, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7281, top5_acc: 0.9000, loss_cls: 1.0743, loss: 1.0743, grad_norm: 7.1017 2021-02-08 00:10:34,183 - mmaction - INFO - Epoch [91][1380/3757] lr: 1.000e-05, eta: 9:49:41, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8977, loss_cls: 1.0585, loss: 1.0585, grad_norm: 6.8238 2021-02-08 00:10:43,023 - mmaction - INFO - Epoch [91][1400/3757] lr: 1.000e-05, eta: 9:49:20, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0377, loss: 1.0377, grad_norm: 6.8468 2021-02-08 00:10:51,834 - mmaction - INFO - Epoch [91][1420/3757] lr: 1.000e-05, eta: 9:48:59, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7383, top5_acc: 0.9000, loss_cls: 1.0482, loss: 1.0482, grad_norm: 7.0265 2021-02-08 00:11:00,675 - mmaction - INFO - Epoch [91][1440/3757] lr: 1.000e-05, eta: 9:48:38, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7586, top5_acc: 0.9141, loss_cls: 0.9690, loss: 0.9690, grad_norm: 6.9098 2021-02-08 00:11:09,526 - mmaction - INFO - Epoch [91][1460/3757] lr: 1.000e-05, eta: 9:48:17, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7625, top5_acc: 0.9016, loss_cls: 1.0352, loss: 1.0352, grad_norm: 6.8567 2021-02-08 00:11:18,289 - mmaction - INFO - Epoch [91][1480/3757] lr: 1.000e-05, eta: 9:47:56, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8984, loss_cls: 1.0230, loss: 1.0230, grad_norm: 6.7833 2021-02-08 00:11:27,094 - mmaction - INFO - Epoch [91][1500/3757] lr: 1.000e-05, eta: 9:47:35, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7398, top5_acc: 0.9078, loss_cls: 1.0319, loss: 1.0319, grad_norm: 7.0892 2021-02-08 00:11:35,891 - mmaction - INFO - Epoch [91][1520/3757] lr: 1.000e-05, eta: 9:47:14, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7289, top5_acc: 0.9016, loss_cls: 1.0638, loss: 1.0638, grad_norm: 7.1148 2021-02-08 00:11:44,759 - mmaction - INFO - Epoch [91][1540/3757] lr: 1.000e-05, eta: 9:46:53, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7430, top5_acc: 0.8984, loss_cls: 1.0469, loss: 1.0469, grad_norm: 6.8351 2021-02-08 00:11:53,580 - mmaction - INFO - Epoch [91][1560/3757] lr: 1.000e-05, eta: 9:46:32, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7383, top5_acc: 0.8844, loss_cls: 1.1006, loss: 1.1006, grad_norm: 7.0714 2021-02-08 00:12:02,416 - mmaction - INFO - Epoch [91][1580/3757] lr: 1.000e-05, eta: 9:46:11, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7305, top5_acc: 0.8961, loss_cls: 1.0573, loss: 1.0573, grad_norm: 6.9399 2021-02-08 00:12:11,245 - mmaction - INFO - Epoch [91][1600/3757] lr: 1.000e-05, eta: 9:45:50, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7344, top5_acc: 0.8961, loss_cls: 1.0492, loss: 1.0492, grad_norm: 7.0686 2021-02-08 00:12:20,093 - mmaction - INFO - Epoch [91][1620/3757] lr: 1.000e-05, eta: 9:45:29, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7688, top5_acc: 0.9164, loss_cls: 0.9421, loss: 0.9421, grad_norm: 6.7881 2021-02-08 00:12:28,917 - mmaction - INFO - Epoch [91][1640/3757] lr: 1.000e-05, eta: 9:45:08, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8930, loss_cls: 1.0769, loss: 1.0769, grad_norm: 7.2420 2021-02-08 00:12:37,738 - mmaction - INFO - Epoch [91][1660/3757] lr: 1.000e-05, eta: 9:44:47, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7312, top5_acc: 0.8906, loss_cls: 1.0785, loss: 1.0785, grad_norm: 7.0417 2021-02-08 00:12:46,587 - mmaction - INFO - Epoch [91][1680/3757] lr: 1.000e-05, eta: 9:44:26, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9023, loss_cls: 1.0252, loss: 1.0252, grad_norm: 7.0813 2021-02-08 00:12:55,436 - mmaction - INFO - Epoch [91][1700/3757] lr: 1.000e-05, eta: 9:44:05, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7602, top5_acc: 0.9031, loss_cls: 0.9602, loss: 0.9602, grad_norm: 6.4694 2021-02-08 00:13:04,293 - mmaction - INFO - Epoch [91][1720/3757] lr: 1.000e-05, eta: 9:43:44, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7305, top5_acc: 0.8961, loss_cls: 1.0731, loss: 1.0731, grad_norm: 7.0529 2021-02-08 00:13:13,137 - mmaction - INFO - Epoch [91][1740/3757] lr: 1.000e-05, eta: 9:43:22, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7477, top5_acc: 0.8945, loss_cls: 1.0523, loss: 1.0523, grad_norm: 7.2073 2021-02-08 00:13:22,010 - mmaction - INFO - Epoch [91][1760/3757] lr: 1.000e-05, eta: 9:43:01, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.0320, loss: 1.0320, grad_norm: 7.0738 2021-02-08 00:13:30,828 - mmaction - INFO - Epoch [91][1780/3757] lr: 1.000e-05, eta: 9:42:40, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9031, loss_cls: 1.0140, loss: 1.0140, grad_norm: 6.9521 2021-02-08 00:13:39,688 - mmaction - INFO - Epoch [91][1800/3757] lr: 1.000e-05, eta: 9:42:19, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7461, top5_acc: 0.8961, loss_cls: 1.0715, loss: 1.0715, grad_norm: 7.1801 2021-02-08 00:13:48,518 - mmaction - INFO - Epoch [91][1820/3757] lr: 1.000e-05, eta: 9:41:58, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7430, top5_acc: 0.8914, loss_cls: 1.0688, loss: 1.0688, grad_norm: 7.0974 2021-02-08 00:13:57,325 - mmaction - INFO - Epoch [91][1840/3757] lr: 1.000e-05, eta: 9:41:37, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7391, top5_acc: 0.8977, loss_cls: 1.0122, loss: 1.0122, grad_norm: 7.0114 2021-02-08 00:14:06,126 - mmaction - INFO - Epoch [91][1860/3757] lr: 1.000e-05, eta: 9:41:16, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7578, top5_acc: 0.8930, loss_cls: 1.0089, loss: 1.0089, grad_norm: 6.9099 2021-02-08 00:14:14,932 - mmaction - INFO - Epoch [91][1880/3757] lr: 1.000e-05, eta: 9:40:55, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7391, top5_acc: 0.8961, loss_cls: 1.0185, loss: 1.0185, grad_norm: 6.9438 2021-02-08 00:14:23,805 - mmaction - INFO - Epoch [91][1900/3757] lr: 1.000e-05, eta: 9:40:34, time: 0.444, data_time: 0.000, memory: 7633, top1_acc: 0.7539, top5_acc: 0.9039, loss_cls: 0.9789, loss: 0.9789, grad_norm: 6.8876 2021-02-08 00:14:32,633 - mmaction - INFO - Epoch [91][1920/3757] lr: 1.000e-05, eta: 9:40:13, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7383, top5_acc: 0.8977, loss_cls: 1.0596, loss: 1.0596, grad_norm: 7.0411 2021-02-08 00:14:41,604 - mmaction - INFO - Epoch [91][1940/3757] lr: 1.000e-05, eta: 9:39:52, time: 0.449, data_time: 0.001, memory: 7633, top1_acc: 0.7250, top5_acc: 0.8859, loss_cls: 1.0535, loss: 1.0535, grad_norm: 6.8860 2021-02-08 00:14:50,465 - mmaction - INFO - Epoch [91][1960/3757] lr: 1.000e-05, eta: 9:39:31, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8969, loss_cls: 1.0073, loss: 1.0073, grad_norm: 6.9006 2021-02-08 00:14:59,371 - mmaction - INFO - Epoch [91][1980/3757] lr: 1.000e-05, eta: 9:39:10, time: 0.446, data_time: 0.006, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9047, loss_cls: 0.9857, loss: 0.9857, grad_norm: 7.0364 2021-02-08 00:15:08,149 - mmaction - INFO - Epoch [91][2000/3757] lr: 1.000e-05, eta: 9:38:49, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7055, top5_acc: 0.8742, loss_cls: 1.1651, loss: 1.1651, grad_norm: 7.2685 2021-02-08 00:15:16,993 - mmaction - INFO - Epoch [91][2020/3757] lr: 1.000e-05, eta: 9:38:28, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0489, loss: 1.0489, grad_norm: 6.9246 2021-02-08 00:15:25,819 - mmaction - INFO - Epoch [91][2040/3757] lr: 1.000e-05, eta: 9:38:07, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0449, loss: 1.0449, grad_norm: 6.9435 2021-02-08 00:15:34,657 - mmaction - INFO - Epoch [91][2060/3757] lr: 1.000e-05, eta: 9:37:46, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7477, top5_acc: 0.8992, loss_cls: 1.0438, loss: 1.0438, grad_norm: 6.8708 2021-02-08 00:15:43,618 - mmaction - INFO - Epoch [91][2080/3757] lr: 1.000e-05, eta: 9:37:25, time: 0.448, data_time: 0.001, memory: 7633, top1_acc: 0.7344, top5_acc: 0.8914, loss_cls: 1.0986, loss: 1.0986, grad_norm: 7.1820 2021-02-08 00:15:52,428 - mmaction - INFO - Epoch [91][2100/3757] lr: 1.000e-05, eta: 9:37:04, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.1368, loss: 1.1368, grad_norm: 7.2209 2021-02-08 00:16:01,323 - mmaction - INFO - Epoch [91][2120/3757] lr: 1.000e-05, eta: 9:36:43, time: 0.445, data_time: 0.001, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8930, loss_cls: 1.0740, loss: 1.0740, grad_norm: 7.3191 2021-02-08 00:16:10,172 - mmaction - INFO - Epoch [91][2140/3757] lr: 1.000e-05, eta: 9:36:22, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7242, top5_acc: 0.8906, loss_cls: 1.1001, loss: 1.1001, grad_norm: 7.0881 2021-02-08 00:16:18,969 - mmaction - INFO - Epoch [91][2160/3757] lr: 1.000e-05, eta: 9:36:01, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7320, top5_acc: 0.9039, loss_cls: 1.0584, loss: 1.0584, grad_norm: 7.3668 2021-02-08 00:16:27,834 - mmaction - INFO - Epoch [91][2180/3757] lr: 1.000e-05, eta: 9:35:40, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7570, top5_acc: 0.8945, loss_cls: 1.0244, loss: 1.0244, grad_norm: 6.8288 2021-02-08 00:16:36,658 - mmaction - INFO - Epoch [91][2200/3757] lr: 1.000e-05, eta: 9:35:19, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7711, top5_acc: 0.9156, loss_cls: 0.9615, loss: 0.9615, grad_norm: 6.7739 2021-02-08 00:16:45,695 - mmaction - INFO - Epoch [91][2220/3757] lr: 1.000e-05, eta: 9:34:58, time: 0.452, data_time: 0.000, memory: 7633, top1_acc: 0.7586, top5_acc: 0.9031, loss_cls: 0.9871, loss: 0.9871, grad_norm: 6.6028 2021-02-08 00:16:54,539 - mmaction - INFO - Epoch [91][2240/3757] lr: 1.000e-05, eta: 9:34:37, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7438, top5_acc: 0.8977, loss_cls: 1.0667, loss: 1.0667, grad_norm: 7.1167 2021-02-08 00:17:03,410 - mmaction - INFO - Epoch [91][2260/3757] lr: 1.000e-05, eta: 9:34:16, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7391, top5_acc: 0.9047, loss_cls: 1.0417, loss: 1.0417, grad_norm: 6.9723 2021-02-08 00:17:12,794 - mmaction - INFO - Epoch [91][2280/3757] lr: 1.000e-05, eta: 9:33:56, time: 0.469, data_time: 0.001, memory: 7633, top1_acc: 0.7539, top5_acc: 0.9055, loss_cls: 1.0048, loss: 1.0048, grad_norm: 6.8222 2021-02-08 00:17:22,127 - mmaction - INFO - Epoch [91][2300/3757] lr: 1.000e-05, eta: 9:33:35, time: 0.468, data_time: 0.003, memory: 7633, top1_acc: 0.7438, top5_acc: 0.8930, loss_cls: 1.0596, loss: 1.0596, grad_norm: 6.8631 2021-02-08 00:17:31,171 - mmaction - INFO - Epoch [91][2320/3757] lr: 1.000e-05, eta: 9:33:14, time: 0.452, data_time: 0.001, memory: 7633, top1_acc: 0.7547, top5_acc: 0.8984, loss_cls: 1.0085, loss: 1.0085, grad_norm: 6.9075 2021-02-08 00:17:40,112 - mmaction - INFO - Epoch [91][2340/3757] lr: 1.000e-05, eta: 9:32:53, time: 0.447, data_time: 0.000, memory: 7633, top1_acc: 0.7391, top5_acc: 0.9039, loss_cls: 1.1170, loss: 1.1170, grad_norm: 7.5205 2021-02-08 00:17:49,298 - mmaction - INFO - Epoch [91][2360/3757] lr: 1.000e-05, eta: 9:32:32, time: 0.459, data_time: 0.001, memory: 7633, top1_acc: 0.7539, top5_acc: 0.9031, loss_cls: 0.9982, loss: 0.9982, grad_norm: 6.6828 2021-02-08 00:17:58,445 - mmaction - INFO - Epoch [91][2380/3757] lr: 1.000e-05, eta: 9:32:11, time: 0.458, data_time: 0.001, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8914, loss_cls: 1.0530, loss: 1.0530, grad_norm: 7.1185 2021-02-08 00:18:07,800 - mmaction - INFO - Epoch [91][2400/3757] lr: 1.000e-05, eta: 9:31:50, time: 0.468, data_time: 0.000, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9031, loss_cls: 0.9893, loss: 0.9893, grad_norm: 6.6940 2021-02-08 00:18:16,981 - mmaction - INFO - Epoch [91][2420/3757] lr: 1.000e-05, eta: 9:31:29, time: 0.459, data_time: 0.001, memory: 7633, top1_acc: 0.7711, top5_acc: 0.9117, loss_cls: 0.9546, loss: 0.9546, grad_norm: 6.8153 2021-02-08 00:18:26,186 - mmaction - INFO - Epoch [91][2440/3757] lr: 1.000e-05, eta: 9:31:08, time: 0.461, data_time: 0.001, memory: 7633, top1_acc: 0.7477, top5_acc: 0.8836, loss_cls: 1.0626, loss: 1.0626, grad_norm: 6.9701 2021-02-08 00:18:35,627 - mmaction - INFO - Epoch [91][2460/3757] lr: 1.000e-05, eta: 9:30:47, time: 0.471, data_time: 0.000, memory: 7633, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.0867, loss: 1.0867, grad_norm: 7.0335 2021-02-08 00:18:45,128 - mmaction - INFO - Epoch [91][2480/3757] lr: 1.000e-05, eta: 9:30:26, time: 0.475, data_time: 0.002, memory: 7633, top1_acc: 0.7555, top5_acc: 0.8977, loss_cls: 1.0329, loss: 1.0329, grad_norm: 7.0052 2021-02-08 00:18:55,360 - mmaction - INFO - Epoch [91][2500/3757] lr: 1.000e-05, eta: 9:30:06, time: 0.511, data_time: 0.002, memory: 7633, top1_acc: 0.7320, top5_acc: 0.8883, loss_cls: 1.1086, loss: 1.1086, grad_norm: 7.1808 2021-02-08 00:19:05,873 - mmaction - INFO - Epoch [91][2520/3757] lr: 1.000e-05, eta: 9:29:45, time: 0.525, data_time: 0.003, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9039, loss_cls: 0.9976, loss: 0.9976, grad_norm: 6.8673 2021-02-08 00:19:17,081 - mmaction - INFO - Epoch [91][2540/3757] lr: 1.000e-05, eta: 9:29:24, time: 0.562, data_time: 0.004, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9047, loss_cls: 1.0402, loss: 1.0402, grad_norm: 7.1020 2021-02-08 00:19:28,847 - mmaction - INFO - Epoch [91][2560/3757] lr: 1.000e-05, eta: 9:29:04, time: 0.587, data_time: 0.002, memory: 7633, top1_acc: 0.7367, top5_acc: 0.9023, loss_cls: 1.0438, loss: 1.0438, grad_norm: 7.1548 2021-02-08 00:19:44,610 - mmaction - INFO - Epoch [91][2580/3757] lr: 1.000e-05, eta: 9:28:44, time: 0.782, data_time: 0.003, memory: 7633, top1_acc: 0.7602, top5_acc: 0.9039, loss_cls: 0.9947, loss: 0.9947, grad_norm: 6.9097 2021-02-08 00:20:07,044 - mmaction - INFO - Epoch [91][2600/3757] lr: 1.000e-05, eta: 9:28:25, time: 1.119, data_time: 0.011, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9023, loss_cls: 1.0291, loss: 1.0291, grad_norm: 6.7994 2021-02-08 00:20:32,940 - mmaction - INFO - Epoch [91][2620/3757] lr: 1.000e-05, eta: 9:28:06, time: 1.274, data_time: 0.014, memory: 7633, top1_acc: 0.7516, top5_acc: 0.9133, loss_cls: 0.9597, loss: 0.9597, grad_norm: 6.6068 2021-02-08 00:20:57,481 - mmaction - INFO - Epoch [91][2640/3757] lr: 1.000e-05, eta: 9:27:47, time: 1.259, data_time: 0.036, memory: 7633, top1_acc: 0.7297, top5_acc: 0.8797, loss_cls: 1.0989, loss: 1.0989, grad_norm: 7.3767 2021-02-08 00:21:06,204 - mmaction - INFO - Epoch [91][2660/3757] lr: 1.000e-05, eta: 9:27:26, time: 0.436, data_time: 0.001, memory: 7633, top1_acc: 0.7367, top5_acc: 0.8984, loss_cls: 1.0675, loss: 1.0675, grad_norm: 6.9658 2021-02-08 00:21:14,933 - mmaction - INFO - Epoch [91][2680/3757] lr: 1.000e-05, eta: 9:27:05, time: 0.436, data_time: 0.000, memory: 7633, top1_acc: 0.7484, top5_acc: 0.9125, loss_cls: 1.0190, loss: 1.0190, grad_norm: 6.8701 2021-02-08 00:21:23,673 - mmaction - INFO - Epoch [91][2700/3757] lr: 1.000e-05, eta: 9:26:44, time: 0.437, data_time: 0.001, memory: 7633, top1_acc: 0.7406, top5_acc: 0.9094, loss_cls: 1.0104, loss: 1.0104, grad_norm: 7.1868 2021-02-08 00:21:32,410 - mmaction - INFO - Epoch [91][2720/3757] lr: 1.000e-05, eta: 9:26:23, time: 0.437, data_time: 0.001, memory: 7633, top1_acc: 0.7344, top5_acc: 0.8945, loss_cls: 1.0452, loss: 1.0452, grad_norm: 6.9253 2021-02-08 00:21:41,156 - mmaction - INFO - Epoch [91][2740/3757] lr: 1.000e-05, eta: 9:26:02, time: 0.437, data_time: 0.001, memory: 7633, top1_acc: 0.7602, top5_acc: 0.9133, loss_cls: 0.9307, loss: 0.9307, grad_norm: 6.5728 2021-02-08 00:21:49,960 - mmaction - INFO - Epoch [91][2760/3757] lr: 1.000e-05, eta: 9:25:41, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7344, top5_acc: 0.8992, loss_cls: 1.0378, loss: 1.0378, grad_norm: 7.1800 2021-02-08 00:21:58,727 - mmaction - INFO - Epoch [91][2780/3757] lr: 1.000e-05, eta: 9:25:20, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8945, loss_cls: 1.0230, loss: 1.0230, grad_norm: 6.9492 2021-02-08 00:22:07,518 - mmaction - INFO - Epoch [91][2800/3757] lr: 1.000e-05, eta: 9:24:59, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9016, loss_cls: 0.9949, loss: 0.9949, grad_norm: 6.9060 2021-02-08 00:22:16,308 - mmaction - INFO - Epoch [91][2820/3757] lr: 1.000e-05, eta: 9:24:39, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9125, loss_cls: 1.0055, loss: 1.0055, grad_norm: 7.0208 2021-02-08 00:22:25,178 - mmaction - INFO - Epoch [91][2840/3757] lr: 1.000e-05, eta: 9:24:18, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.0685, loss: 1.0685, grad_norm: 6.9144 2021-02-08 00:22:34,007 - mmaction - INFO - Epoch [91][2860/3757] lr: 1.000e-05, eta: 9:23:57, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7375, top5_acc: 0.9102, loss_cls: 1.0060, loss: 1.0060, grad_norm: 7.0623 2021-02-08 00:22:42,853 - mmaction - INFO - Epoch [91][2880/3757] lr: 1.000e-05, eta: 9:23:36, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9008, loss_cls: 1.0424, loss: 1.0424, grad_norm: 6.7904 2021-02-08 00:22:51,686 - mmaction - INFO - Epoch [91][2900/3757] lr: 1.000e-05, eta: 9:23:15, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7344, top5_acc: 0.8961, loss_cls: 1.0708, loss: 1.0708, grad_norm: 7.0297 2021-02-08 00:23:00,471 - mmaction - INFO - Epoch [91][2920/3757] lr: 1.000e-05, eta: 9:22:54, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9031, loss_cls: 1.0236, loss: 1.0236, grad_norm: 7.2806 2021-02-08 00:23:09,310 - mmaction - INFO - Epoch [91][2940/3757] lr: 1.000e-05, eta: 9:22:33, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7219, top5_acc: 0.8977, loss_cls: 1.1124, loss: 1.1124, grad_norm: 7.4079 2021-02-08 00:23:18,177 - mmaction - INFO - Epoch [91][2960/3757] lr: 1.000e-05, eta: 9:22:12, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7445, top5_acc: 0.9016, loss_cls: 1.0186, loss: 1.0186, grad_norm: 6.7261 2021-02-08 00:23:26,938 - mmaction - INFO - Epoch [91][2980/3757] lr: 1.000e-05, eta: 9:21:51, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8773, loss_cls: 1.0900, loss: 1.0900, grad_norm: 6.9065 2021-02-08 00:23:35,763 - mmaction - INFO - Epoch [91][3000/3757] lr: 1.000e-05, eta: 9:21:30, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.0915, loss: 1.0915, grad_norm: 6.8900 2021-02-08 00:23:44,529 - mmaction - INFO - Epoch [91][3020/3757] lr: 1.000e-05, eta: 9:21:09, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7594, top5_acc: 0.9133, loss_cls: 1.0034, loss: 1.0034, grad_norm: 7.0010 2021-02-08 00:23:53,355 - mmaction - INFO - Epoch [91][3040/3757] lr: 1.000e-05, eta: 9:20:48, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7148, top5_acc: 0.8945, loss_cls: 1.1114, loss: 1.1114, grad_norm: 7.1802 2021-02-08 00:24:02,142 - mmaction - INFO - Epoch [91][3060/3757] lr: 1.000e-05, eta: 9:20:27, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8984, loss_cls: 1.0352, loss: 1.0352, grad_norm: 6.7615 2021-02-08 00:24:10,989 - mmaction - INFO - Epoch [91][3080/3757] lr: 1.000e-05, eta: 9:20:07, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7570, top5_acc: 0.9086, loss_cls: 0.9650, loss: 0.9650, grad_norm: 6.7886 2021-02-08 00:24:19,823 - mmaction - INFO - Epoch [91][3100/3757] lr: 1.000e-05, eta: 9:19:46, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0398, loss: 1.0398, grad_norm: 6.9191 2021-02-08 00:24:28,668 - mmaction - INFO - Epoch [91][3120/3757] lr: 1.000e-05, eta: 9:19:25, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7289, top5_acc: 0.8984, loss_cls: 1.0687, loss: 1.0687, grad_norm: 7.2372 2021-02-08 00:24:37,527 - mmaction - INFO - Epoch [91][3140/3757] lr: 1.000e-05, eta: 9:19:04, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7281, top5_acc: 0.8969, loss_cls: 1.0692, loss: 1.0692, grad_norm: 7.2664 2021-02-08 00:24:46,355 - mmaction - INFO - Epoch [91][3160/3757] lr: 1.000e-05, eta: 9:18:43, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7320, top5_acc: 0.9023, loss_cls: 1.0377, loss: 1.0377, grad_norm: 7.0247 2021-02-08 00:24:55,208 - mmaction - INFO - Epoch [91][3180/3757] lr: 1.000e-05, eta: 9:18:22, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7242, top5_acc: 0.8836, loss_cls: 1.0960, loss: 1.0960, grad_norm: 7.1204 2021-02-08 00:25:03,995 - mmaction - INFO - Epoch [91][3200/3757] lr: 1.000e-05, eta: 9:18:01, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7422, top5_acc: 0.9047, loss_cls: 1.0270, loss: 1.0270, grad_norm: 7.0290 2021-02-08 00:25:12,838 - mmaction - INFO - Epoch [91][3220/3757] lr: 1.000e-05, eta: 9:17:40, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7219, top5_acc: 0.8961, loss_cls: 1.0818, loss: 1.0818, grad_norm: 7.1719 2021-02-08 00:25:21,660 - mmaction - INFO - Epoch [91][3240/3757] lr: 1.000e-05, eta: 9:17:19, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7539, top5_acc: 0.9023, loss_cls: 1.0031, loss: 1.0031, grad_norm: 7.1089 2021-02-08 00:25:30,495 - mmaction - INFO - Epoch [91][3260/3757] lr: 1.000e-05, eta: 9:16:58, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7367, top5_acc: 0.9000, loss_cls: 1.0395, loss: 1.0395, grad_norm: 7.0638 2021-02-08 00:25:39,435 - mmaction - INFO - Epoch [91][3280/3757] lr: 1.000e-05, eta: 9:16:38, time: 0.447, data_time: 0.003, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9023, loss_cls: 0.9893, loss: 0.9893, grad_norm: 6.7870 2021-02-08 00:25:48,249 - mmaction - INFO - Epoch [91][3300/3757] lr: 1.000e-05, eta: 9:16:17, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7367, top5_acc: 0.8805, loss_cls: 1.1236, loss: 1.1236, grad_norm: 7.1952 2021-02-08 00:25:57,113 - mmaction - INFO - Epoch [91][3320/3757] lr: 1.000e-05, eta: 9:15:56, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9055, loss_cls: 1.0098, loss: 1.0098, grad_norm: 6.9614 2021-02-08 00:26:05,984 - mmaction - INFO - Epoch [91][3340/3757] lr: 1.000e-05, eta: 9:15:35, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7734, top5_acc: 0.9070, loss_cls: 0.9311, loss: 0.9311, grad_norm: 6.5497 2021-02-08 00:26:14,758 - mmaction - INFO - Epoch [91][3360/3757] lr: 1.000e-05, eta: 9:15:14, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7461, top5_acc: 0.8953, loss_cls: 1.0359, loss: 1.0359, grad_norm: 6.8135 2021-02-08 00:26:23,593 - mmaction - INFO - Epoch [91][3380/3757] lr: 1.000e-05, eta: 9:14:53, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7570, top5_acc: 0.9141, loss_cls: 0.9524, loss: 0.9524, grad_norm: 6.7577 2021-02-08 00:26:32,461 - mmaction - INFO - Epoch [91][3400/3757] lr: 1.000e-05, eta: 9:14:32, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7352, top5_acc: 0.9055, loss_cls: 1.0560, loss: 1.0560, grad_norm: 7.1895 2021-02-08 00:26:41,317 - mmaction - INFO - Epoch [91][3420/3757] lr: 1.000e-05, eta: 9:14:11, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9180, loss_cls: 0.9729, loss: 0.9729, grad_norm: 6.7946 2021-02-08 00:26:50,129 - mmaction - INFO - Epoch [91][3440/3757] lr: 1.000e-05, eta: 9:13:51, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7477, top5_acc: 0.8898, loss_cls: 1.0434, loss: 1.0434, grad_norm: 6.8689 2021-02-08 00:26:58,954 - mmaction - INFO - Epoch [91][3460/3757] lr: 1.000e-05, eta: 9:13:30, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7180, top5_acc: 0.8867, loss_cls: 1.1233, loss: 1.1233, grad_norm: 7.3406 2021-02-08 00:27:08,072 - mmaction - INFO - Epoch [91][3480/3757] lr: 1.000e-05, eta: 9:13:09, time: 0.456, data_time: 0.001, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9102, loss_cls: 0.9872, loss: 0.9872, grad_norm: 6.7737 2021-02-08 00:27:17,342 - mmaction - INFO - Epoch [91][3500/3757] lr: 1.000e-05, eta: 9:12:48, time: 0.463, data_time: 0.000, memory: 7633, top1_acc: 0.7320, top5_acc: 0.8945, loss_cls: 1.0938, loss: 1.0938, grad_norm: 7.1918 2021-02-08 00:27:26,631 - mmaction - INFO - Epoch [91][3520/3757] lr: 1.000e-05, eta: 9:12:27, time: 0.464, data_time: 0.001, memory: 7633, top1_acc: 0.7242, top5_acc: 0.8977, loss_cls: 1.1026, loss: 1.1026, grad_norm: 7.4083 2021-02-08 00:27:35,636 - mmaction - INFO - Epoch [91][3540/3757] lr: 1.000e-05, eta: 9:12:06, time: 0.450, data_time: 0.001, memory: 7633, top1_acc: 0.7555, top5_acc: 0.9078, loss_cls: 0.9957, loss: 0.9957, grad_norm: 6.9594 2021-02-08 00:27:44,899 - mmaction - INFO - Epoch [91][3560/3757] lr: 1.000e-05, eta: 9:11:46, time: 0.464, data_time: 0.001, memory: 7633, top1_acc: 0.7516, top5_acc: 0.8930, loss_cls: 1.0379, loss: 1.0379, grad_norm: 6.8382 2021-02-08 00:27:54,270 - mmaction - INFO - Epoch [91][3580/3757] lr: 1.000e-05, eta: 9:11:25, time: 0.468, data_time: 0.001, memory: 7633, top1_acc: 0.7516, top5_acc: 0.9133, loss_cls: 0.9658, loss: 0.9658, grad_norm: 6.8257 2021-02-08 00:28:03,658 - mmaction - INFO - Epoch [91][3600/3757] lr: 1.000e-05, eta: 9:11:04, time: 0.469, data_time: 0.001, memory: 7633, top1_acc: 0.7391, top5_acc: 0.9195, loss_cls: 0.9561, loss: 0.9561, grad_norm: 6.9297 2021-02-08 00:28:13,594 - mmaction - INFO - Epoch [91][3620/3757] lr: 1.000e-05, eta: 9:10:43, time: 0.496, data_time: 0.002, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9008, loss_cls: 1.0345, loss: 1.0345, grad_norm: 7.1043 2021-02-08 00:28:23,782 - mmaction - INFO - Epoch [91][3640/3757] lr: 1.000e-05, eta: 9:10:23, time: 0.509, data_time: 0.002, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9039, loss_cls: 1.0173, loss: 1.0173, grad_norm: 6.8500 2021-02-08 00:28:34,126 - mmaction - INFO - Epoch [91][3660/3757] lr: 1.000e-05, eta: 9:10:02, time: 0.518, data_time: 0.003, memory: 7633, top1_acc: 0.7484, top5_acc: 0.9062, loss_cls: 0.9746, loss: 0.9746, grad_norm: 7.0323 2021-02-08 00:28:45,075 - mmaction - INFO - Epoch [91][3680/3757] lr: 1.000e-05, eta: 9:09:41, time: 0.545, data_time: 0.003, memory: 7633, top1_acc: 0.7406, top5_acc: 0.8867, loss_cls: 1.0638, loss: 1.0638, grad_norm: 6.7191 2021-02-08 00:28:56,739 - mmaction - INFO - Epoch [91][3700/3757] lr: 1.000e-05, eta: 9:09:21, time: 0.585, data_time: 0.005, memory: 7633, top1_acc: 0.7406, top5_acc: 0.8977, loss_cls: 1.0447, loss: 1.0447, grad_norm: 6.9313 2021-02-08 00:29:09,721 - mmaction - INFO - Epoch [91][3720/3757] lr: 1.000e-05, eta: 9:09:01, time: 0.648, data_time: 0.004, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9016, loss_cls: 1.0126, loss: 1.0126, grad_norm: 6.5800 2021-02-08 00:29:23,057 - mmaction - INFO - Epoch [91][3740/3757] lr: 1.000e-05, eta: 9:08:40, time: 0.667, data_time: 0.004, memory: 7633, top1_acc: 0.7602, top5_acc: 0.9141, loss_cls: 0.9631, loss: 0.9631, grad_norm: 6.9344 2021-02-08 00:29:49,390 - mmaction - INFO - Saving checkpoint at 91 epochs 2021-02-08 00:31:28,129 - mmaction - INFO - Epoch [92][20/3757] lr: 1.000e-05, eta: 9:08:12, time: 4.870, data_time: 4.431, memory: 7633, top1_acc: 0.7578, top5_acc: 0.9070, loss_cls: 0.9923, loss: 0.9923, grad_norm: 6.8298 2021-02-08 00:31:36,913 - mmaction - INFO - Epoch [92][40/3757] lr: 1.000e-05, eta: 9:07:51, time: 0.439, data_time: 0.004, memory: 7633, top1_acc: 0.7492, top5_acc: 0.9125, loss_cls: 1.0217, loss: 1.0217, grad_norm: 6.9794 2021-02-08 00:31:45,594 - mmaction - INFO - Epoch [92][60/3757] lr: 1.000e-05, eta: 9:07:31, time: 0.434, data_time: 0.000, memory: 7633, top1_acc: 0.7289, top5_acc: 0.8836, loss_cls: 1.1242, loss: 1.1242, grad_norm: 7.2092 2021-02-08 00:31:54,302 - mmaction - INFO - Epoch [92][80/3757] lr: 1.000e-05, eta: 9:07:10, time: 0.436, data_time: 0.001, memory: 7633, top1_acc: 0.7523, top5_acc: 0.8984, loss_cls: 1.0082, loss: 1.0082, grad_norm: 6.8537 2021-02-08 00:32:03,054 - mmaction - INFO - Epoch [92][100/3757] lr: 1.000e-05, eta: 9:06:49, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7367, top5_acc: 0.8922, loss_cls: 1.0268, loss: 1.0268, grad_norm: 6.9183 2021-02-08 00:32:11,826 - mmaction - INFO - Epoch [92][120/3757] lr: 1.000e-05, eta: 9:06:28, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7375, top5_acc: 0.9070, loss_cls: 1.0025, loss: 1.0025, grad_norm: 7.1110 2021-02-08 00:32:20,601 - mmaction - INFO - Epoch [92][140/3757] lr: 1.000e-05, eta: 9:06:07, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0460, loss: 1.0460, grad_norm: 7.2450 2021-02-08 00:32:29,396 - mmaction - INFO - Epoch [92][160/3757] lr: 1.000e-05, eta: 9:05:46, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.0667, loss: 1.0667, grad_norm: 6.9108 2021-02-08 00:32:38,172 - mmaction - INFO - Epoch [92][180/3757] lr: 1.000e-05, eta: 9:05:25, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7422, top5_acc: 0.9055, loss_cls: 1.0408, loss: 1.0408, grad_norm: 6.9886 2021-02-08 00:32:46,985 - mmaction - INFO - Epoch [92][200/3757] lr: 1.000e-05, eta: 9:05:05, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9039, loss_cls: 0.9994, loss: 0.9994, grad_norm: 6.7861 2021-02-08 00:32:55,732 - mmaction - INFO - Epoch [92][220/3757] lr: 1.000e-05, eta: 9:04:44, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7367, top5_acc: 0.9062, loss_cls: 1.0102, loss: 1.0102, grad_norm: 7.0681 2021-02-08 00:33:04,536 - mmaction - INFO - Epoch [92][240/3757] lr: 1.000e-05, eta: 9:04:23, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8945, loss_cls: 1.0500, loss: 1.0500, grad_norm: 6.9970 2021-02-08 00:33:13,359 - mmaction - INFO - Epoch [92][260/3757] lr: 1.000e-05, eta: 9:04:02, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7328, top5_acc: 0.9000, loss_cls: 1.0338, loss: 1.0338, grad_norm: 6.9199 2021-02-08 00:33:22,159 - mmaction - INFO - Epoch [92][280/3757] lr: 1.000e-05, eta: 9:03:41, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7445, top5_acc: 0.8867, loss_cls: 1.0803, loss: 1.0803, grad_norm: 6.8574 2021-02-08 00:33:30,980 - mmaction - INFO - Epoch [92][300/3757] lr: 1.000e-05, eta: 9:03:20, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7492, top5_acc: 0.8992, loss_cls: 1.0143, loss: 1.0143, grad_norm: 6.9194 2021-02-08 00:33:39,782 - mmaction - INFO - Epoch [92][320/3757] lr: 1.000e-05, eta: 9:03:00, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9031, loss_cls: 0.9989, loss: 0.9989, grad_norm: 6.8555 2021-02-08 00:33:48,575 - mmaction - INFO - Epoch [92][340/3757] lr: 1.000e-05, eta: 9:02:39, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7539, top5_acc: 0.8938, loss_cls: 1.0220, loss: 1.0220, grad_norm: 6.9137 2021-02-08 00:33:57,411 - mmaction - INFO - Epoch [92][360/3757] lr: 1.000e-05, eta: 9:02:18, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7633, top5_acc: 0.9117, loss_cls: 0.9580, loss: 0.9580, grad_norm: 6.7728 2021-02-08 00:34:06,180 - mmaction - INFO - Epoch [92][380/3757] lr: 1.000e-05, eta: 9:01:57, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7586, top5_acc: 0.9086, loss_cls: 0.9923, loss: 0.9923, grad_norm: 6.6480 2021-02-08 00:34:14,998 - mmaction - INFO - Epoch [92][400/3757] lr: 1.000e-05, eta: 9:01:36, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.0937, loss: 1.0937, grad_norm: 7.0133 2021-02-08 00:34:23,820 - mmaction - INFO - Epoch [92][420/3757] lr: 1.000e-05, eta: 9:01:15, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7391, top5_acc: 0.8961, loss_cls: 1.0739, loss: 1.0739, grad_norm: 7.0569 2021-02-08 00:34:32,701 - mmaction - INFO - Epoch [92][440/3757] lr: 1.000e-05, eta: 9:00:55, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7539, top5_acc: 0.9070, loss_cls: 0.9817, loss: 0.9817, grad_norm: 6.5858 2021-02-08 00:34:41,479 - mmaction - INFO - Epoch [92][460/3757] lr: 1.000e-05, eta: 9:00:34, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8992, loss_cls: 1.0598, loss: 1.0598, grad_norm: 7.0042 2021-02-08 00:34:50,279 - mmaction - INFO - Epoch [92][480/3757] lr: 1.000e-05, eta: 9:00:13, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7664, top5_acc: 0.9016, loss_cls: 0.9866, loss: 0.9866, grad_norm: 6.6190 2021-02-08 00:34:59,071 - mmaction - INFO - Epoch [92][500/3757] lr: 1.000e-05, eta: 8:59:52, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7148, top5_acc: 0.8930, loss_cls: 1.0754, loss: 1.0754, grad_norm: 7.1723 2021-02-08 00:35:07,952 - mmaction - INFO - Epoch [92][520/3757] lr: 1.000e-05, eta: 8:59:31, time: 0.444, data_time: 0.000, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9148, loss_cls: 0.9504, loss: 0.9504, grad_norm: 6.8672 2021-02-08 00:35:16,776 - mmaction - INFO - Epoch [92][540/3757] lr: 1.000e-05, eta: 8:59:11, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7312, top5_acc: 0.8953, loss_cls: 1.0664, loss: 1.0664, grad_norm: 7.0183 2021-02-08 00:35:25,638 - mmaction - INFO - Epoch [92][560/3757] lr: 1.000e-05, eta: 8:58:50, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7477, top5_acc: 0.8914, loss_cls: 1.0548, loss: 1.0548, grad_norm: 7.0370 2021-02-08 00:35:34,494 - mmaction - INFO - Epoch [92][580/3757] lr: 1.000e-05, eta: 8:58:29, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7391, top5_acc: 0.9016, loss_cls: 1.0090, loss: 1.0090, grad_norm: 6.9105 2021-02-08 00:35:43,361 - mmaction - INFO - Epoch [92][600/3757] lr: 1.000e-05, eta: 8:58:08, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7406, top5_acc: 0.9008, loss_cls: 1.0510, loss: 1.0510, grad_norm: 7.1581 2021-02-08 00:35:52,237 - mmaction - INFO - Epoch [92][620/3757] lr: 1.000e-05, eta: 8:57:47, time: 0.444, data_time: 0.000, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9148, loss_cls: 0.9771, loss: 0.9771, grad_norm: 7.0860 2021-02-08 00:36:01,031 - mmaction - INFO - Epoch [92][640/3757] lr: 1.000e-05, eta: 8:57:27, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.0284, loss: 1.0284, grad_norm: 6.7682 2021-02-08 00:36:09,874 - mmaction - INFO - Epoch [92][660/3757] lr: 1.000e-05, eta: 8:57:06, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7391, top5_acc: 0.9062, loss_cls: 1.0309, loss: 1.0309, grad_norm: 7.0106 2021-02-08 00:36:18,671 - mmaction - INFO - Epoch [92][680/3757] lr: 1.000e-05, eta: 8:56:45, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9117, loss_cls: 0.9818, loss: 0.9818, grad_norm: 6.8758 2021-02-08 00:36:27,526 - mmaction - INFO - Epoch [92][700/3757] lr: 1.000e-05, eta: 8:56:24, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9016, loss_cls: 1.0185, loss: 1.0185, grad_norm: 7.2207 2021-02-08 00:36:36,368 - mmaction - INFO - Epoch [92][720/3757] lr: 1.000e-05, eta: 8:56:03, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7492, top5_acc: 0.9055, loss_cls: 0.9933, loss: 0.9933, grad_norm: 7.0986 2021-02-08 00:36:45,191 - mmaction - INFO - Epoch [92][740/3757] lr: 1.000e-05, eta: 8:55:43, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9047, loss_cls: 1.0294, loss: 1.0294, grad_norm: 6.8101 2021-02-08 00:36:54,011 - mmaction - INFO - Epoch [92][760/3757] lr: 1.000e-05, eta: 8:55:22, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7367, top5_acc: 0.9055, loss_cls: 1.0503, loss: 1.0503, grad_norm: 7.0889 2021-02-08 00:37:02,835 - mmaction - INFO - Epoch [92][780/3757] lr: 1.000e-05, eta: 8:55:01, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7406, top5_acc: 0.9102, loss_cls: 1.0109, loss: 1.0109, grad_norm: 7.0432 2021-02-08 00:37:11,672 - mmaction - INFO - Epoch [92][800/3757] lr: 1.000e-05, eta: 8:54:40, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7391, top5_acc: 0.9133, loss_cls: 1.0013, loss: 1.0013, grad_norm: 6.8693 2021-02-08 00:37:20,512 - mmaction - INFO - Epoch [92][820/3757] lr: 1.000e-05, eta: 8:54:19, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7312, top5_acc: 0.8953, loss_cls: 1.0505, loss: 1.0505, grad_norm: 6.9284 2021-02-08 00:37:29,427 - mmaction - INFO - Epoch [92][840/3757] lr: 1.000e-05, eta: 8:53:59, time: 0.446, data_time: 0.000, memory: 7633, top1_acc: 0.7414, top5_acc: 0.9062, loss_cls: 1.0382, loss: 1.0382, grad_norm: 7.0680 2021-02-08 00:37:38,270 - mmaction - INFO - Epoch [92][860/3757] lr: 1.000e-05, eta: 8:53:38, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7367, top5_acc: 0.9008, loss_cls: 1.0447, loss: 1.0447, grad_norm: 7.1450 2021-02-08 00:37:47,094 - mmaction - INFO - Epoch [92][880/3757] lr: 1.000e-05, eta: 8:53:17, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7555, top5_acc: 0.8930, loss_cls: 1.0264, loss: 1.0264, grad_norm: 6.8644 2021-02-08 00:37:55,933 - mmaction - INFO - Epoch [92][900/3757] lr: 1.000e-05, eta: 8:52:56, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9062, loss_cls: 0.9982, loss: 0.9982, grad_norm: 6.8863 2021-02-08 00:38:04,806 - mmaction - INFO - Epoch [92][920/3757] lr: 1.000e-05, eta: 8:52:36, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7367, top5_acc: 0.8953, loss_cls: 1.0912, loss: 1.0912, grad_norm: 6.9654 2021-02-08 00:38:13,643 - mmaction - INFO - Epoch [92][940/3757] lr: 1.000e-05, eta: 8:52:15, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9000, loss_cls: 1.0261, loss: 1.0261, grad_norm: 7.0275 2021-02-08 00:38:22,510 - mmaction - INFO - Epoch [92][960/3757] lr: 1.000e-05, eta: 8:51:54, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7461, top5_acc: 0.8961, loss_cls: 1.0404, loss: 1.0404, grad_norm: 6.8713 2021-02-08 00:38:31,330 - mmaction - INFO - Epoch [92][980/3757] lr: 1.000e-05, eta: 8:51:33, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7695, top5_acc: 0.9094, loss_cls: 0.9768, loss: 0.9768, grad_norm: 7.0753 2021-02-08 00:38:40,263 - mmaction - INFO - Epoch [92][1000/3757] lr: 1.000e-05, eta: 8:51:13, time: 0.447, data_time: 0.000, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8914, loss_cls: 1.0835, loss: 1.0835, grad_norm: 7.2535 2021-02-08 00:38:49,164 - mmaction - INFO - Epoch [92][1020/3757] lr: 1.000e-05, eta: 8:50:52, time: 0.445, data_time: 0.000, memory: 7633, top1_acc: 0.7445, top5_acc: 0.8906, loss_cls: 1.0688, loss: 1.0688, grad_norm: 6.8337 2021-02-08 00:38:57,972 - mmaction - INFO - Epoch [92][1040/3757] lr: 1.000e-05, eta: 8:50:31, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7578, top5_acc: 0.8977, loss_cls: 1.0012, loss: 1.0012, grad_norm: 7.0146 2021-02-08 00:39:07,183 - mmaction - INFO - Epoch [92][1060/3757] lr: 1.000e-05, eta: 8:50:10, time: 0.460, data_time: 0.001, memory: 7633, top1_acc: 0.7461, top5_acc: 0.8977, loss_cls: 1.0206, loss: 1.0206, grad_norm: 6.9970 2021-02-08 00:39:16,452 - mmaction - INFO - Epoch [92][1080/3757] lr: 1.000e-05, eta: 8:49:50, time: 0.464, data_time: 0.001, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8969, loss_cls: 1.0601, loss: 1.0601, grad_norm: 7.1766 2021-02-08 00:39:25,654 - mmaction - INFO - Epoch [92][1100/3757] lr: 1.000e-05, eta: 8:49:29, time: 0.460, data_time: 0.001, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 0.9811, loss: 0.9811, grad_norm: 6.9818 2021-02-08 00:39:34,756 - mmaction - INFO - Epoch [92][1120/3757] lr: 1.000e-05, eta: 8:49:08, time: 0.455, data_time: 0.001, memory: 7633, top1_acc: 0.7336, top5_acc: 0.8977, loss_cls: 1.0209, loss: 1.0209, grad_norm: 6.9751 2021-02-08 00:39:43,935 - mmaction - INFO - Epoch [92][1140/3757] lr: 1.000e-05, eta: 8:48:47, time: 0.460, data_time: 0.001, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9000, loss_cls: 1.0223, loss: 1.0223, grad_norm: 6.8555 2021-02-08 00:39:53,209 - mmaction - INFO - Epoch [92][1160/3757] lr: 1.000e-05, eta: 8:48:27, time: 0.464, data_time: 0.001, memory: 7633, top1_acc: 0.7711, top5_acc: 0.9109, loss_cls: 0.9494, loss: 0.9494, grad_norm: 6.7083 2021-02-08 00:40:02,647 - mmaction - INFO - Epoch [92][1180/3757] lr: 1.000e-05, eta: 8:48:06, time: 0.471, data_time: 0.000, memory: 7633, top1_acc: 0.7227, top5_acc: 0.9039, loss_cls: 1.0752, loss: 1.0752, grad_norm: 7.0509 2021-02-08 00:40:11,919 - mmaction - INFO - Epoch [92][1200/3757] lr: 1.000e-05, eta: 8:47:45, time: 0.464, data_time: 0.001, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0407, loss: 1.0407, grad_norm: 7.1250 2021-02-08 00:40:21,016 - mmaction - INFO - Epoch [92][1220/3757] lr: 1.000e-05, eta: 8:47:25, time: 0.455, data_time: 0.001, memory: 7633, top1_acc: 0.7383, top5_acc: 0.8961, loss_cls: 1.0622, loss: 1.0622, grad_norm: 6.8994 2021-02-08 00:40:30,350 - mmaction - INFO - Epoch [92][1240/3757] lr: 1.000e-05, eta: 8:47:04, time: 0.467, data_time: 0.001, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9117, loss_cls: 0.9873, loss: 0.9873, grad_norm: 6.8803 2021-02-08 00:40:39,583 - mmaction - INFO - Epoch [92][1260/3757] lr: 1.000e-05, eta: 8:46:43, time: 0.461, data_time: 0.001, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8992, loss_cls: 1.0349, loss: 1.0349, grad_norm: 6.8721 2021-02-08 00:40:49,101 - mmaction - INFO - Epoch [92][1280/3757] lr: 1.000e-05, eta: 8:46:23, time: 0.476, data_time: 0.001, memory: 7633, top1_acc: 0.7211, top5_acc: 0.9039, loss_cls: 1.0927, loss: 1.0927, grad_norm: 7.1088 2021-02-08 00:40:58,858 - mmaction - INFO - Epoch [92][1300/3757] lr: 1.000e-05, eta: 8:46:02, time: 0.487, data_time: 0.001, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0071, loss: 1.0071, grad_norm: 7.1095 2021-02-08 00:41:08,458 - mmaction - INFO - Epoch [92][1320/3757] lr: 1.000e-05, eta: 8:45:41, time: 0.480, data_time: 0.001, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9125, loss_cls: 0.9851, loss: 0.9851, grad_norm: 7.0457 2021-02-08 00:41:18,656 - mmaction - INFO - Epoch [92][1340/3757] lr: 1.000e-05, eta: 8:45:21, time: 0.509, data_time: 0.002, memory: 7633, top1_acc: 0.7305, top5_acc: 0.9047, loss_cls: 1.0543, loss: 1.0543, grad_norm: 7.1108 2021-02-08 00:41:29,720 - mmaction - INFO - Epoch [92][1360/3757] lr: 1.000e-05, eta: 8:45:00, time: 0.553, data_time: 0.002, memory: 7633, top1_acc: 0.7328, top5_acc: 0.8906, loss_cls: 1.0821, loss: 1.0821, grad_norm: 6.9922 2021-02-08 00:41:42,504 - mmaction - INFO - Epoch [92][1380/3757] lr: 1.000e-05, eta: 8:44:40, time: 0.636, data_time: 0.002, memory: 7633, top1_acc: 0.7438, top5_acc: 0.8953, loss_cls: 1.0352, loss: 1.0352, grad_norm: 6.8397 2021-02-08 00:41:59,389 - mmaction - INFO - Epoch [92][1400/3757] lr: 1.000e-05, eta: 8:44:20, time: 0.846, data_time: 0.008, memory: 7633, top1_acc: 0.7695, top5_acc: 0.9180, loss_cls: 0.9412, loss: 0.9412, grad_norm: 6.8394 2021-02-08 00:42:20,981 - mmaction - INFO - Epoch [92][1420/3757] lr: 1.000e-05, eta: 8:44:01, time: 1.080, data_time: 0.005, memory: 7633, top1_acc: 0.7703, top5_acc: 0.9133, loss_cls: 0.9397, loss: 0.9397, grad_norm: 6.4747 2021-02-08 00:42:46,291 - mmaction - INFO - Epoch [92][1440/3757] lr: 1.000e-05, eta: 8:43:43, time: 1.258, data_time: 0.004, memory: 7633, top1_acc: 0.7328, top5_acc: 0.9023, loss_cls: 1.0324, loss: 1.0324, grad_norm: 7.1082 2021-02-08 00:43:19,473 - mmaction - INFO - Epoch [92][1460/3757] lr: 1.000e-05, eta: 8:43:25, time: 1.663, data_time: 0.024, memory: 7633, top1_acc: 0.7445, top5_acc: 0.8945, loss_cls: 1.0571, loss: 1.0571, grad_norm: 7.0126 2021-02-08 00:43:51,290 - mmaction - INFO - Epoch [92][1480/3757] lr: 1.000e-05, eta: 8:43:07, time: 1.592, data_time: 0.009, memory: 7633, top1_acc: 0.7375, top5_acc: 0.9070, loss_cls: 1.0205, loss: 1.0205, grad_norm: 7.1212 2021-02-08 00:44:26,884 - mmaction - INFO - Epoch [92][1500/3757] lr: 1.000e-05, eta: 8:42:50, time: 1.759, data_time: 0.005, memory: 7633, top1_acc: 0.7469, top5_acc: 0.8938, loss_cls: 1.0673, loss: 1.0673, grad_norm: 7.0394 2021-02-08 00:45:08,004 - mmaction - INFO - Epoch [92][1520/3757] lr: 1.000e-05, eta: 8:42:33, time: 2.071, data_time: 0.042, memory: 7633, top1_acc: 0.7422, top5_acc: 0.9055, loss_cls: 1.0122, loss: 1.0122, grad_norm: 6.8960 2021-02-08 00:45:56,241 - mmaction - INFO - Epoch [92][1540/3757] lr: 1.000e-05, eta: 8:42:17, time: 2.399, data_time: 0.017, memory: 7633, top1_acc: 0.7500, top5_acc: 0.8984, loss_cls: 1.0180, loss: 1.0180, grad_norm: 6.7541 2021-02-08 00:46:30,095 - mmaction - INFO - Epoch [92][1560/3757] lr: 1.000e-05, eta: 8:41:59, time: 1.715, data_time: 0.025, memory: 7633, top1_acc: 0.7633, top5_acc: 0.9039, loss_cls: 0.9700, loss: 0.9700, grad_norm: 6.6461 2021-02-08 00:46:38,871 - mmaction - INFO - Epoch [92][1580/3757] lr: 1.000e-05, eta: 8:41:39, time: 0.439, data_time: 0.002, memory: 7633, top1_acc: 0.7180, top5_acc: 0.8906, loss_cls: 1.1052, loss: 1.1052, grad_norm: 7.3790 2021-02-08 00:46:47,593 - mmaction - INFO - Epoch [92][1600/3757] lr: 1.000e-05, eta: 8:41:18, time: 0.436, data_time: 0.000, memory: 7633, top1_acc: 0.7578, top5_acc: 0.9070, loss_cls: 0.9478, loss: 0.9478, grad_norm: 6.5660 2021-02-08 00:46:56,355 - mmaction - INFO - Epoch [92][1620/3757] lr: 1.000e-05, eta: 8:40:57, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1145, loss: 1.1145, grad_norm: 7.3190 2021-02-08 00:47:05,057 - mmaction - INFO - Epoch [92][1640/3757] lr: 1.000e-05, eta: 8:40:36, time: 0.435, data_time: 0.000, memory: 7633, top1_acc: 0.7617, top5_acc: 0.9148, loss_cls: 0.9965, loss: 0.9965, grad_norm: 6.8073 2021-02-08 00:47:13,808 - mmaction - INFO - Epoch [92][1660/3757] lr: 1.000e-05, eta: 8:40:16, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7570, top5_acc: 0.8938, loss_cls: 1.0447, loss: 1.0447, grad_norm: 6.7702 2021-02-08 00:47:22,549 - mmaction - INFO - Epoch [92][1680/3757] lr: 1.000e-05, eta: 8:39:55, time: 0.437, data_time: 0.000, memory: 7633, top1_acc: 0.7516, top5_acc: 0.9055, loss_cls: 0.9700, loss: 0.9700, grad_norm: 6.8449 2021-02-08 00:47:31,291 - mmaction - INFO - Epoch [92][1700/3757] lr: 1.000e-05, eta: 8:39:34, time: 0.437, data_time: 0.000, memory: 7633, top1_acc: 0.7383, top5_acc: 0.8898, loss_cls: 1.0640, loss: 1.0640, grad_norm: 7.0889 2021-02-08 00:47:53,902 - mmaction - INFO - Epoch [92][1720/3757] lr: 1.000e-05, eta: 8:39:15, time: 1.130, data_time: 0.691, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9016, loss_cls: 1.0014, loss: 1.0014, grad_norm: 6.9158 2021-02-08 00:48:15,295 - mmaction - INFO - Epoch [92][1740/3757] lr: 1.000e-05, eta: 8:38:56, time: 1.070, data_time: 0.546, memory: 7633, top1_acc: 0.7586, top5_acc: 0.9102, loss_cls: 0.9606, loss: 0.9606, grad_norm: 6.7086 2021-02-08 00:48:52,003 - mmaction - INFO - Epoch [92][1760/3757] lr: 1.000e-05, eta: 8:38:39, time: 1.835, data_time: 1.318, memory: 7633, top1_acc: 0.7352, top5_acc: 0.9016, loss_cls: 1.0433, loss: 1.0433, grad_norm: 6.9754 2021-02-08 00:50:03,295 - mmaction - INFO - Epoch [92][1780/3757] lr: 1.000e-05, eta: 8:38:26, time: 3.564, data_time: 3.120, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8914, loss_cls: 1.0876, loss: 1.0876, grad_norm: 7.0680 2021-02-08 00:50:12,003 - mmaction - INFO - Epoch [92][1800/3757] lr: 1.000e-05, eta: 8:38:05, time: 0.436, data_time: 0.001, memory: 7633, top1_acc: 0.7445, top5_acc: 0.9086, loss_cls: 1.0260, loss: 1.0260, grad_norm: 7.0466 2021-02-08 00:50:20,710 - mmaction - INFO - Epoch [92][1820/3757] lr: 1.000e-05, eta: 8:37:44, time: 0.435, data_time: 0.000, memory: 7633, top1_acc: 0.7367, top5_acc: 0.8961, loss_cls: 1.0665, loss: 1.0665, grad_norm: 6.7890 2021-02-08 00:50:29,435 - mmaction - INFO - Epoch [92][1840/3757] lr: 1.000e-05, eta: 8:37:24, time: 0.436, data_time: 0.000, memory: 7633, top1_acc: 0.7391, top5_acc: 0.8875, loss_cls: 1.0827, loss: 1.0827, grad_norm: 7.1656 2021-02-08 00:50:38,137 - mmaction - INFO - Epoch [92][1860/3757] lr: 1.000e-05, eta: 8:37:03, time: 0.435, data_time: 0.000, memory: 7633, top1_acc: 0.7352, top5_acc: 0.9031, loss_cls: 1.0605, loss: 1.0605, grad_norm: 7.1505 2021-02-08 00:50:46,925 - mmaction - INFO - Epoch [92][1880/3757] lr: 1.000e-05, eta: 8:36:42, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9039, loss_cls: 1.0280, loss: 1.0280, grad_norm: 6.9131 2021-02-08 00:50:55,670 - mmaction - INFO - Epoch [92][1900/3757] lr: 1.000e-05, eta: 8:36:21, time: 0.437, data_time: 0.000, memory: 7633, top1_acc: 0.7641, top5_acc: 0.9023, loss_cls: 0.9856, loss: 0.9856, grad_norm: 6.8799 2021-02-08 00:51:04,416 - mmaction - INFO - Epoch [92][1920/3757] lr: 1.000e-05, eta: 8:36:01, time: 0.437, data_time: 0.000, memory: 7633, top1_acc: 0.7555, top5_acc: 0.9125, loss_cls: 0.9601, loss: 0.9601, grad_norm: 6.9855 2021-02-08 00:51:13,162 - mmaction - INFO - Epoch [92][1940/3757] lr: 1.000e-05, eta: 8:35:40, time: 0.437, data_time: 0.000, memory: 7633, top1_acc: 0.7453, top5_acc: 0.8906, loss_cls: 1.0499, loss: 1.0499, grad_norm: 7.1236 2021-02-08 00:51:21,924 - mmaction - INFO - Epoch [92][1960/3757] lr: 1.000e-05, eta: 8:35:19, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9086, loss_cls: 0.9985, loss: 0.9985, grad_norm: 6.6446 2021-02-08 00:51:30,669 - mmaction - INFO - Epoch [92][1980/3757] lr: 1.000e-05, eta: 8:34:59, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8914, loss_cls: 1.0569, loss: 1.0569, grad_norm: 7.1719 2021-02-08 00:51:39,497 - mmaction - INFO - Epoch [92][2000/3757] lr: 1.000e-05, eta: 8:34:38, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9055, loss_cls: 1.0355, loss: 1.0355, grad_norm: 6.8461 2021-02-08 00:51:48,328 - mmaction - INFO - Epoch [92][2020/3757] lr: 1.000e-05, eta: 8:34:17, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7367, top5_acc: 0.8977, loss_cls: 1.0514, loss: 1.0514, grad_norm: 7.0488 2021-02-08 00:51:57,166 - mmaction - INFO - Epoch [92][2040/3757] lr: 1.000e-05, eta: 8:33:56, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7594, top5_acc: 0.9141, loss_cls: 0.9638, loss: 0.9638, grad_norm: 6.7387 2021-02-08 00:52:06,009 - mmaction - INFO - Epoch [92][2060/3757] lr: 1.000e-05, eta: 8:33:36, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7555, top5_acc: 0.8969, loss_cls: 0.9913, loss: 0.9913, grad_norm: 6.7172 2021-02-08 00:52:14,848 - mmaction - INFO - Epoch [92][2080/3757] lr: 1.000e-05, eta: 8:33:15, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7203, top5_acc: 0.8984, loss_cls: 1.0836, loss: 1.0836, grad_norm: 7.3214 2021-02-08 00:52:23,704 - mmaction - INFO - Epoch [92][2100/3757] lr: 1.000e-05, eta: 8:32:54, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7602, top5_acc: 0.8891, loss_cls: 1.0472, loss: 1.0472, grad_norm: 6.8559 2021-02-08 00:52:32,502 - mmaction - INFO - Epoch [92][2120/3757] lr: 1.000e-05, eta: 8:32:34, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7438, top5_acc: 0.8969, loss_cls: 1.0138, loss: 1.0138, grad_norm: 7.0653 2021-02-08 00:52:41,332 - mmaction - INFO - Epoch [92][2140/3757] lr: 1.000e-05, eta: 8:32:13, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9055, loss_cls: 1.0218, loss: 1.0218, grad_norm: 7.0860 2021-02-08 00:52:50,166 - mmaction - INFO - Epoch [92][2160/3757] lr: 1.000e-05, eta: 8:31:52, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9016, loss_cls: 1.0256, loss: 1.0256, grad_norm: 6.8000 2021-02-08 00:52:58,997 - mmaction - INFO - Epoch [92][2180/3757] lr: 1.000e-05, eta: 8:31:32, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7289, top5_acc: 0.8828, loss_cls: 1.0771, loss: 1.0771, grad_norm: 7.1011 2021-02-08 00:53:07,826 - mmaction - INFO - Epoch [92][2200/3757] lr: 1.000e-05, eta: 8:31:11, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7312, top5_acc: 0.8922, loss_cls: 1.0783, loss: 1.0783, grad_norm: 6.8766 2021-02-08 00:53:16,717 - mmaction - INFO - Epoch [92][2220/3757] lr: 1.000e-05, eta: 8:30:50, time: 0.445, data_time: 0.001, memory: 7633, top1_acc: 0.7430, top5_acc: 0.8977, loss_cls: 1.0553, loss: 1.0553, grad_norm: 6.6657 2021-02-08 00:53:25,586 - mmaction - INFO - Epoch [92][2240/3757] lr: 1.000e-05, eta: 8:30:30, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7484, top5_acc: 0.8953, loss_cls: 1.0598, loss: 1.0598, grad_norm: 6.9004 2021-02-08 00:53:34,408 - mmaction - INFO - Epoch [92][2260/3757] lr: 1.000e-05, eta: 8:30:09, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7516, top5_acc: 0.8969, loss_cls: 1.0417, loss: 1.0417, grad_norm: 7.0559 2021-02-08 00:53:43,281 - mmaction - INFO - Epoch [92][2280/3757] lr: 1.000e-05, eta: 8:29:48, time: 0.444, data_time: 0.000, memory: 7633, top1_acc: 0.7242, top5_acc: 0.8938, loss_cls: 1.1044, loss: 1.1044, grad_norm: 6.9800 2021-02-08 00:53:52,095 - mmaction - INFO - Epoch [92][2300/3757] lr: 1.000e-05, eta: 8:29:28, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7477, top5_acc: 0.8953, loss_cls: 1.0142, loss: 1.0142, grad_norm: 6.8958 2021-02-08 00:54:00,902 - mmaction - INFO - Epoch [92][2320/3757] lr: 1.000e-05, eta: 8:29:07, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.0548, loss: 1.0548, grad_norm: 7.0884 2021-02-08 00:54:09,768 - mmaction - INFO - Epoch [92][2340/3757] lr: 1.000e-05, eta: 8:28:46, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7414, top5_acc: 0.9031, loss_cls: 1.0336, loss: 1.0336, grad_norm: 7.1891 2021-02-08 00:54:18,582 - mmaction - INFO - Epoch [92][2360/3757] lr: 1.000e-05, eta: 8:28:25, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8969, loss_cls: 1.0580, loss: 1.0580, grad_norm: 6.8154 2021-02-08 00:54:27,406 - mmaction - INFO - Epoch [92][2380/3757] lr: 1.000e-05, eta: 8:28:05, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7367, top5_acc: 0.9062, loss_cls: 1.0220, loss: 1.0220, grad_norm: 6.8980 2021-02-08 00:54:36,227 - mmaction - INFO - Epoch [92][2400/3757] lr: 1.000e-05, eta: 8:27:44, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7719, top5_acc: 0.9156, loss_cls: 0.9308, loss: 0.9308, grad_norm: 6.5207 2021-02-08 00:54:45,051 - mmaction - INFO - Epoch [92][2420/3757] lr: 1.000e-05, eta: 8:27:23, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7250, top5_acc: 0.8867, loss_cls: 1.1121, loss: 1.1121, grad_norm: 7.0942 2021-02-08 00:54:53,898 - mmaction - INFO - Epoch [92][2440/3757] lr: 1.000e-05, eta: 8:27:03, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9008, loss_cls: 1.0130, loss: 1.0130, grad_norm: 7.0805 2021-02-08 00:55:02,697 - mmaction - INFO - Epoch [92][2460/3757] lr: 1.000e-05, eta: 8:26:42, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9133, loss_cls: 0.9649, loss: 0.9649, grad_norm: 6.9087 2021-02-08 00:55:11,527 - mmaction - INFO - Epoch [92][2480/3757] lr: 1.000e-05, eta: 8:26:22, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7375, top5_acc: 0.8984, loss_cls: 1.0391, loss: 1.0391, grad_norm: 7.0718 2021-02-08 00:55:20,375 - mmaction - INFO - Epoch [92][2500/3757] lr: 1.000e-05, eta: 8:26:01, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9031, loss_cls: 1.0248, loss: 1.0248, grad_norm: 6.9111 2021-02-08 00:55:29,198 - mmaction - INFO - Epoch [92][2520/3757] lr: 1.000e-05, eta: 8:25:40, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7547, top5_acc: 0.9008, loss_cls: 1.0114, loss: 1.0114, grad_norm: 7.0218 2021-02-08 00:55:37,987 - mmaction - INFO - Epoch [92][2540/3757] lr: 1.000e-05, eta: 8:25:20, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7289, top5_acc: 0.8984, loss_cls: 1.0429, loss: 1.0429, grad_norm: 6.9179 2021-02-08 00:55:46,823 - mmaction - INFO - Epoch [92][2560/3757] lr: 1.000e-05, eta: 8:24:59, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7773, top5_acc: 0.9164, loss_cls: 0.9173, loss: 0.9173, grad_norm: 6.6545 2021-02-08 00:55:55,694 - mmaction - INFO - Epoch [92][2580/3757] lr: 1.000e-05, eta: 8:24:38, time: 0.444, data_time: 0.000, memory: 7633, top1_acc: 0.7289, top5_acc: 0.9023, loss_cls: 1.0534, loss: 1.0534, grad_norm: 7.1672 2021-02-08 00:56:04,537 - mmaction - INFO - Epoch [92][2600/3757] lr: 1.000e-05, eta: 8:24:18, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.0715, loss: 1.0715, grad_norm: 7.2874 2021-02-08 00:56:13,371 - mmaction - INFO - Epoch [92][2620/3757] lr: 1.000e-05, eta: 8:23:57, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7609, top5_acc: 0.9148, loss_cls: 0.9454, loss: 0.9454, grad_norm: 6.8407 2021-02-08 00:56:22,213 - mmaction - INFO - Epoch [92][2640/3757] lr: 1.000e-05, eta: 8:23:36, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7328, top5_acc: 0.8914, loss_cls: 1.0904, loss: 1.0904, grad_norm: 6.9953 2021-02-08 00:56:31,055 - mmaction - INFO - Epoch [92][2660/3757] lr: 1.000e-05, eta: 8:23:16, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7289, top5_acc: 0.8891, loss_cls: 1.0980, loss: 1.0980, grad_norm: 7.2847 2021-02-08 00:56:39,885 - mmaction - INFO - Epoch [92][2680/3757] lr: 1.000e-05, eta: 8:22:55, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.0843, loss: 1.0843, grad_norm: 7.1708 2021-02-08 00:56:48,705 - mmaction - INFO - Epoch [92][2700/3757] lr: 1.000e-05, eta: 8:22:34, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7625, top5_acc: 0.9141, loss_cls: 0.9595, loss: 0.9595, grad_norm: 6.7158 2021-02-08 00:56:57,555 - mmaction - INFO - Epoch [92][2720/3757] lr: 1.000e-05, eta: 8:22:14, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7484, top5_acc: 0.9031, loss_cls: 1.0175, loss: 1.0175, grad_norm: 6.8665 2021-02-08 00:57:06,361 - mmaction - INFO - Epoch [92][2740/3757] lr: 1.000e-05, eta: 8:21:53, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7234, top5_acc: 0.8984, loss_cls: 1.0621, loss: 1.0621, grad_norm: 7.1553 2021-02-08 00:57:15,171 - mmaction - INFO - Epoch [92][2760/3757] lr: 1.000e-05, eta: 8:21:32, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7273, top5_acc: 0.8875, loss_cls: 1.1024, loss: 1.1024, grad_norm: 7.3769 2021-02-08 00:57:24,028 - mmaction - INFO - Epoch [92][2780/3757] lr: 1.000e-05, eta: 8:21:12, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7430, top5_acc: 0.8953, loss_cls: 1.0560, loss: 1.0560, grad_norm: 7.1398 2021-02-08 00:57:32,836 - mmaction - INFO - Epoch [92][2800/3757] lr: 1.000e-05, eta: 8:20:51, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9055, loss_cls: 1.0070, loss: 1.0070, grad_norm: 6.9075 2021-02-08 00:57:41,692 - mmaction - INFO - Epoch [92][2820/3757] lr: 1.000e-05, eta: 8:20:31, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9023, loss_cls: 0.9956, loss: 0.9956, grad_norm: 6.8567 2021-02-08 00:57:50,503 - mmaction - INFO - Epoch [92][2840/3757] lr: 1.000e-05, eta: 8:20:10, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7422, top5_acc: 0.9039, loss_cls: 1.0512, loss: 1.0512, grad_norm: 6.9767 2021-02-08 00:57:59,322 - mmaction - INFO - Epoch [92][2860/3757] lr: 1.000e-05, eta: 8:19:49, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7172, top5_acc: 0.8984, loss_cls: 1.0633, loss: 1.0633, grad_norm: 7.2222 2021-02-08 00:58:08,181 - mmaction - INFO - Epoch [92][2880/3757] lr: 1.000e-05, eta: 8:19:29, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7305, top5_acc: 0.8930, loss_cls: 1.1069, loss: 1.1069, grad_norm: 7.1511 2021-02-08 00:58:17,089 - mmaction - INFO - Epoch [92][2900/3757] lr: 1.000e-05, eta: 8:19:08, time: 0.445, data_time: 0.000, memory: 7633, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.0438, loss: 1.0438, grad_norm: 6.7975 2021-02-08 00:58:26,004 - mmaction - INFO - Epoch [92][2920/3757] lr: 1.000e-05, eta: 8:18:48, time: 0.445, data_time: 0.000, memory: 7633, top1_acc: 0.7453, top5_acc: 0.8906, loss_cls: 1.0635, loss: 1.0635, grad_norm: 7.0634 2021-02-08 00:58:34,826 - mmaction - INFO - Epoch [92][2940/3757] lr: 1.000e-05, eta: 8:18:27, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7734, top5_acc: 0.9023, loss_cls: 0.9302, loss: 0.9302, grad_norm: 6.5767 2021-02-08 00:58:43,666 - mmaction - INFO - Epoch [92][2960/3757] lr: 1.000e-05, eta: 8:18:06, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7633, top5_acc: 0.8992, loss_cls: 0.9822, loss: 0.9822, grad_norm: 6.8940 2021-02-08 00:58:52,496 - mmaction - INFO - Epoch [92][2980/3757] lr: 1.000e-05, eta: 8:17:46, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7398, top5_acc: 0.9039, loss_cls: 1.0168, loss: 1.0168, grad_norm: 7.0074 2021-02-08 00:59:01,456 - mmaction - INFO - Epoch [92][3000/3757] lr: 1.000e-05, eta: 8:17:25, time: 0.448, data_time: 0.000, memory: 7633, top1_acc: 0.7484, top5_acc: 0.8961, loss_cls: 1.0033, loss: 1.0033, grad_norm: 6.8269 2021-02-08 00:59:10,299 - mmaction - INFO - Epoch [92][3020/3757] lr: 1.000e-05, eta: 8:17:04, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7367, top5_acc: 0.8938, loss_cls: 1.0435, loss: 1.0435, grad_norm: 6.8721 2021-02-08 00:59:19,144 - mmaction - INFO - Epoch [92][3040/3757] lr: 1.000e-05, eta: 8:16:44, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7484, top5_acc: 0.9102, loss_cls: 1.0014, loss: 1.0014, grad_norm: 6.9023 2021-02-08 00:59:27,980 - mmaction - INFO - Epoch [92][3060/3757] lr: 1.000e-05, eta: 8:16:23, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7156, top5_acc: 0.8961, loss_cls: 1.0765, loss: 1.0765, grad_norm: 7.2215 2021-02-08 00:59:36,853 - mmaction - INFO - Epoch [92][3080/3757] lr: 1.000e-05, eta: 8:16:03, time: 0.444, data_time: 0.000, memory: 7633, top1_acc: 0.7570, top5_acc: 0.8992, loss_cls: 1.0147, loss: 1.0147, grad_norm: 6.5450 2021-02-08 00:59:45,757 - mmaction - INFO - Epoch [92][3100/3757] lr: 1.000e-05, eta: 8:15:42, time: 0.445, data_time: 0.000, memory: 7633, top1_acc: 0.7234, top5_acc: 0.8977, loss_cls: 1.0593, loss: 1.0593, grad_norm: 7.2212 2021-02-08 00:59:54,595 - mmaction - INFO - Epoch [92][3120/3757] lr: 1.000e-05, eta: 8:15:21, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9047, loss_cls: 1.0232, loss: 1.0232, grad_norm: 6.8634 2021-02-08 01:00:03,427 - mmaction - INFO - Epoch [92][3140/3757] lr: 1.000e-05, eta: 8:15:01, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7555, top5_acc: 0.8852, loss_cls: 1.0975, loss: 1.0975, grad_norm: 6.9955 2021-02-08 01:00:12,330 - mmaction - INFO - Epoch [92][3160/3757] lr: 1.000e-05, eta: 8:14:40, time: 0.445, data_time: 0.001, memory: 7633, top1_acc: 0.7344, top5_acc: 0.8789, loss_cls: 1.1274, loss: 1.1274, grad_norm: 6.9533 2021-02-08 01:00:21,194 - mmaction - INFO - Epoch [92][3180/3757] lr: 1.000e-05, eta: 8:14:20, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9117, loss_cls: 0.9959, loss: 0.9959, grad_norm: 6.8217 2021-02-08 01:00:30,036 - mmaction - INFO - Epoch [92][3200/3757] lr: 1.000e-05, eta: 8:13:59, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7422, top5_acc: 0.9000, loss_cls: 1.0392, loss: 1.0392, grad_norm: 6.9637 2021-02-08 01:00:38,915 - mmaction - INFO - Epoch [92][3220/3757] lr: 1.000e-05, eta: 8:13:38, time: 0.444, data_time: 0.000, memory: 7633, top1_acc: 0.7391, top5_acc: 0.8930, loss_cls: 1.0457, loss: 1.0457, grad_norm: 6.9959 2021-02-08 01:00:47,828 - mmaction - INFO - Epoch [92][3240/3757] lr: 1.000e-05, eta: 8:13:18, time: 0.445, data_time: 0.000, memory: 7633, top1_acc: 0.7367, top5_acc: 0.8930, loss_cls: 1.0522, loss: 1.0522, grad_norm: 7.0491 2021-02-08 01:00:56,698 - mmaction - INFO - Epoch [92][3260/3757] lr: 1.000e-05, eta: 8:12:57, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7320, top5_acc: 0.8945, loss_cls: 1.0997, loss: 1.0997, grad_norm: 7.2344 2021-02-08 01:01:05,577 - mmaction - INFO - Epoch [92][3280/3757] lr: 1.000e-05, eta: 8:12:37, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7609, top5_acc: 0.9062, loss_cls: 1.0214, loss: 1.0214, grad_norm: 7.0297 2021-02-08 01:01:14,487 - mmaction - INFO - Epoch [92][3300/3757] lr: 1.000e-05, eta: 8:12:16, time: 0.446, data_time: 0.001, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 0.9934, loss: 0.9934, grad_norm: 6.9103 2021-02-08 01:01:23,340 - mmaction - INFO - Epoch [92][3320/3757] lr: 1.000e-05, eta: 8:11:56, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7336, top5_acc: 0.9086, loss_cls: 1.0270, loss: 1.0270, grad_norm: 6.9090 2021-02-08 01:01:32,140 - mmaction - INFO - Epoch [92][3340/3757] lr: 1.000e-05, eta: 8:11:35, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7352, top5_acc: 0.8867, loss_cls: 1.1086, loss: 1.1086, grad_norm: 7.1971 2021-02-08 01:01:41,004 - mmaction - INFO - Epoch [92][3360/3757] lr: 1.000e-05, eta: 8:11:14, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7305, top5_acc: 0.8883, loss_cls: 1.0567, loss: 1.0567, grad_norm: 6.9674 2021-02-08 01:01:49,884 - mmaction - INFO - Epoch [92][3380/3757] lr: 1.000e-05, eta: 8:10:54, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7484, top5_acc: 0.9008, loss_cls: 1.0506, loss: 1.0506, grad_norm: 6.9435 2021-02-08 01:01:58,751 - mmaction - INFO - Epoch [92][3400/3757] lr: 1.000e-05, eta: 8:10:33, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7430, top5_acc: 0.8961, loss_cls: 1.0625, loss: 1.0625, grad_norm: 6.9456 2021-02-08 01:02:07,587 - mmaction - INFO - Epoch [92][3420/3757] lr: 1.000e-05, eta: 8:10:13, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7258, top5_acc: 0.8945, loss_cls: 1.0882, loss: 1.0882, grad_norm: 7.0036 2021-02-08 01:02:16,423 - mmaction - INFO - Epoch [92][3440/3757] lr: 1.000e-05, eta: 8:09:52, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7242, top5_acc: 0.8969, loss_cls: 1.0950, loss: 1.0950, grad_norm: 7.0279 2021-02-08 01:02:25,248 - mmaction - INFO - Epoch [92][3460/3757] lr: 1.000e-05, eta: 8:09:32, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9023, loss_cls: 1.0387, loss: 1.0387, grad_norm: 7.1422 2021-02-08 01:02:34,097 - mmaction - INFO - Epoch [92][3480/3757] lr: 1.000e-05, eta: 8:09:11, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7547, top5_acc: 0.9102, loss_cls: 0.9730, loss: 0.9730, grad_norm: 6.8248 2021-02-08 01:02:42,932 - mmaction - INFO - Epoch [92][3500/3757] lr: 1.000e-05, eta: 8:08:50, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7406, top5_acc: 0.9047, loss_cls: 1.0294, loss: 1.0294, grad_norm: 7.0858 2021-02-08 01:02:51,731 - mmaction - INFO - Epoch [92][3520/3757] lr: 1.000e-05, eta: 8:08:30, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7367, top5_acc: 0.8945, loss_cls: 1.0634, loss: 1.0634, grad_norm: 6.9493 2021-02-08 01:03:00,570 - mmaction - INFO - Epoch [92][3540/3757] lr: 1.000e-05, eta: 8:08:09, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9070, loss_cls: 1.0198, loss: 1.0198, grad_norm: 7.0440 2021-02-08 01:03:09,668 - mmaction - INFO - Epoch [92][3560/3757] lr: 1.000e-05, eta: 8:07:49, time: 0.454, data_time: 0.001, memory: 7633, top1_acc: 0.7492, top5_acc: 0.9062, loss_cls: 1.0187, loss: 1.0187, grad_norm: 7.1544 2021-02-08 01:03:19,041 - mmaction - INFO - Epoch [92][3580/3757] lr: 1.000e-05, eta: 8:07:28, time: 0.468, data_time: 0.002, memory: 7633, top1_acc: 0.7539, top5_acc: 0.9023, loss_cls: 0.9711, loss: 0.9711, grad_norm: 6.8094 2021-02-08 01:03:28,223 - mmaction - INFO - Epoch [92][3600/3757] lr: 1.000e-05, eta: 8:07:08, time: 0.461, data_time: 0.003, memory: 7633, top1_acc: 0.7227, top5_acc: 0.8867, loss_cls: 1.0937, loss: 1.0937, grad_norm: 6.9550 2021-02-08 01:03:37,312 - mmaction - INFO - Epoch [92][3620/3757] lr: 1.000e-05, eta: 8:06:47, time: 0.455, data_time: 0.001, memory: 7633, top1_acc: 0.7609, top5_acc: 0.9094, loss_cls: 0.9706, loss: 0.9706, grad_norm: 6.7537 2021-02-08 01:03:53,772 - mmaction - INFO - Epoch [92][3640/3757] lr: 1.000e-05, eta: 8:06:28, time: 0.821, data_time: 0.001, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9016, loss_cls: 1.0454, loss: 1.0454, grad_norm: 6.8515 2021-02-08 01:05:07,177 - mmaction - INFO - Epoch [92][3660/3757] lr: 1.000e-05, eta: 8:06:14, time: 3.666, data_time: 0.311, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9133, loss_cls: 0.9607, loss: 0.9607, grad_norm: 6.6724 2021-02-08 01:05:21,204 - mmaction - INFO - Epoch [92][3680/3757] lr: 1.000e-05, eta: 8:05:54, time: 0.705, data_time: 0.007, memory: 7633, top1_acc: 0.7398, top5_acc: 0.9148, loss_cls: 1.0010, loss: 1.0010, grad_norm: 7.0027 2021-02-08 01:05:57,797 - mmaction - INFO - Epoch [92][3700/3757] lr: 1.000e-05, eta: 8:05:37, time: 1.831, data_time: 0.827, memory: 7633, top1_acc: 0.7594, top5_acc: 0.9008, loss_cls: 1.0223, loss: 1.0223, grad_norm: 6.8781 2021-02-08 01:06:26,923 - mmaction - INFO - Epoch [92][3720/3757] lr: 1.000e-05, eta: 8:05:19, time: 1.453, data_time: 0.007, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9125, loss_cls: 1.0137, loss: 1.0137, grad_norm: 7.1274 2021-02-08 01:06:58,985 - mmaction - INFO - Epoch [92][3740/3757] lr: 1.000e-05, eta: 8:05:01, time: 1.576, data_time: 0.010, memory: 7633, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.0824, loss: 1.0824, grad_norm: 7.1544 2021-02-08 01:07:28,831 - mmaction - INFO - Saving checkpoint at 92 epochs 2021-02-08 01:09:19,064 - mmaction - INFO - Epoch [93][20/3757] lr: 1.000e-05, eta: 8:04:33, time: 5.432, data_time: 3.536, memory: 7633, top1_acc: 0.7312, top5_acc: 0.8836, loss_cls: 1.1614, loss: 1.1614, grad_norm: 7.1533 2021-02-08 01:09:27,772 - mmaction - INFO - Epoch [93][40/3757] lr: 1.000e-05, eta: 8:04:13, time: 0.436, data_time: 0.001, memory: 7633, top1_acc: 0.7289, top5_acc: 0.8859, loss_cls: 1.1137, loss: 1.1137, grad_norm: 7.1137 2021-02-08 01:09:36,490 - mmaction - INFO - Epoch [93][60/3757] lr: 1.000e-05, eta: 8:03:52, time: 0.436, data_time: 0.001, memory: 7633, top1_acc: 0.7344, top5_acc: 0.9102, loss_cls: 1.0511, loss: 1.0511, grad_norm: 7.0299 2021-02-08 01:09:45,194 - mmaction - INFO - Epoch [93][80/3757] lr: 1.000e-05, eta: 8:03:32, time: 0.435, data_time: 0.000, memory: 7633, top1_acc: 0.7414, top5_acc: 0.9086, loss_cls: 1.0520, loss: 1.0520, grad_norm: 7.2825 2021-02-08 01:09:53,934 - mmaction - INFO - Epoch [93][100/3757] lr: 1.000e-05, eta: 8:03:11, time: 0.437, data_time: 0.001, memory: 7633, top1_acc: 0.7445, top5_acc: 0.9078, loss_cls: 1.0156, loss: 1.0156, grad_norm: 7.0001 2021-02-08 01:10:02,660 - mmaction - INFO - Epoch [93][120/3757] lr: 1.000e-05, eta: 8:02:51, time: 0.437, data_time: 0.001, memory: 7633, top1_acc: 0.7367, top5_acc: 0.9016, loss_cls: 1.0569, loss: 1.0569, grad_norm: 6.9699 2021-02-08 01:10:11,399 - mmaction - INFO - Epoch [93][140/3757] lr: 1.000e-05, eta: 8:02:30, time: 0.437, data_time: 0.000, memory: 7633, top1_acc: 0.7242, top5_acc: 0.8977, loss_cls: 1.0793, loss: 1.0793, grad_norm: 7.2879 2021-02-08 01:10:20,119 - mmaction - INFO - Epoch [93][160/3757] lr: 1.000e-05, eta: 8:02:09, time: 0.436, data_time: 0.001, memory: 7633, top1_acc: 0.7305, top5_acc: 0.8938, loss_cls: 1.1135, loss: 1.1135, grad_norm: 7.1582 2021-02-08 01:10:28,880 - mmaction - INFO - Epoch [93][180/3757] lr: 1.000e-05, eta: 8:01:49, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7344, top5_acc: 0.8891, loss_cls: 1.0811, loss: 1.0811, grad_norm: 6.9476 2021-02-08 01:10:37,639 - mmaction - INFO - Epoch [93][200/3757] lr: 1.000e-05, eta: 8:01:28, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7695, top5_acc: 0.9141, loss_cls: 0.8953, loss: 0.8953, grad_norm: 6.5805 2021-02-08 01:10:46,357 - mmaction - INFO - Epoch [93][220/3757] lr: 1.000e-05, eta: 8:01:08, time: 0.436, data_time: 0.001, memory: 7633, top1_acc: 0.7539, top5_acc: 0.9062, loss_cls: 1.0168, loss: 1.0168, grad_norm: 7.0737 2021-02-08 01:10:55,117 - mmaction - INFO - Epoch [93][240/3757] lr: 1.000e-05, eta: 8:00:47, time: 0.438, data_time: 0.002, memory: 7633, top1_acc: 0.7312, top5_acc: 0.8883, loss_cls: 1.0750, loss: 1.0750, grad_norm: 7.1345 2021-02-08 01:11:03,848 - mmaction - INFO - Epoch [93][260/3757] lr: 1.000e-05, eta: 8:00:27, time: 0.437, data_time: 0.001, memory: 7633, top1_acc: 0.7484, top5_acc: 0.9016, loss_cls: 1.0040, loss: 1.0040, grad_norm: 6.7733 2021-02-08 01:11:12,584 - mmaction - INFO - Epoch [93][280/3757] lr: 1.000e-05, eta: 8:00:06, time: 0.437, data_time: 0.000, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9008, loss_cls: 1.0225, loss: 1.0225, grad_norm: 6.7922 2021-02-08 01:11:21,347 - mmaction - INFO - Epoch [93][300/3757] lr: 1.000e-05, eta: 7:59:46, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7578, top5_acc: 0.9000, loss_cls: 0.9908, loss: 0.9908, grad_norm: 6.7808 2021-02-08 01:11:30,124 - mmaction - INFO - Epoch [93][320/3757] lr: 1.000e-05, eta: 7:59:25, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7742, top5_acc: 0.9195, loss_cls: 0.9112, loss: 0.9112, grad_norm: 6.6181 2021-02-08 01:11:38,881 - mmaction - INFO - Epoch [93][340/3757] lr: 1.000e-05, eta: 7:59:04, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7484, top5_acc: 0.9023, loss_cls: 1.0047, loss: 1.0047, grad_norm: 6.8938 2021-02-08 01:11:47,703 - mmaction - INFO - Epoch [93][360/3757] lr: 1.000e-05, eta: 7:58:44, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7297, top5_acc: 0.8945, loss_cls: 1.0936, loss: 1.0936, grad_norm: 7.2296 2021-02-08 01:11:56,490 - mmaction - INFO - Epoch [93][380/3757] lr: 1.000e-05, eta: 7:58:23, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9039, loss_cls: 1.0137, loss: 1.0137, grad_norm: 6.7545 2021-02-08 01:12:05,286 - mmaction - INFO - Epoch [93][400/3757] lr: 1.000e-05, eta: 7:58:03, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9000, loss_cls: 1.0061, loss: 1.0061, grad_norm: 6.8610 2021-02-08 01:12:14,077 - mmaction - INFO - Epoch [93][420/3757] lr: 1.000e-05, eta: 7:57:42, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7297, top5_acc: 0.8930, loss_cls: 1.0719, loss: 1.0719, grad_norm: 7.1270 2021-02-08 01:12:22,886 - mmaction - INFO - Epoch [93][440/3757] lr: 1.000e-05, eta: 7:57:22, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7609, top5_acc: 0.9047, loss_cls: 0.9777, loss: 0.9777, grad_norm: 6.7660 2021-02-08 01:12:31,722 - mmaction - INFO - Epoch [93][460/3757] lr: 1.000e-05, eta: 7:57:01, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7391, top5_acc: 0.9039, loss_cls: 1.0488, loss: 1.0488, grad_norm: 6.9939 2021-02-08 01:12:40,535 - mmaction - INFO - Epoch [93][480/3757] lr: 1.000e-05, eta: 7:56:41, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7289, top5_acc: 0.8977, loss_cls: 1.0401, loss: 1.0401, grad_norm: 7.0834 2021-02-08 01:12:49,326 - mmaction - INFO - Epoch [93][500/3757] lr: 1.000e-05, eta: 7:56:20, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7516, top5_acc: 0.9102, loss_cls: 1.0077, loss: 1.0077, grad_norm: 6.8693 2021-02-08 01:12:58,130 - mmaction - INFO - Epoch [93][520/3757] lr: 1.000e-05, eta: 7:56:00, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1043, loss: 1.1043, grad_norm: 7.3035 2021-02-08 01:13:06,973 - mmaction - INFO - Epoch [93][540/3757] lr: 1.000e-05, eta: 7:55:39, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9055, loss_cls: 1.0343, loss: 1.0343, grad_norm: 6.7900 2021-02-08 01:13:15,782 - mmaction - INFO - Epoch [93][560/3757] lr: 1.000e-05, eta: 7:55:19, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7547, top5_acc: 0.9023, loss_cls: 0.9919, loss: 0.9919, grad_norm: 6.6914 2021-02-08 01:13:24,568 - mmaction - INFO - Epoch [93][580/3757] lr: 1.000e-05, eta: 7:54:58, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7375, top5_acc: 0.8922, loss_cls: 1.0518, loss: 1.0518, grad_norm: 6.9489 2021-02-08 01:13:33,370 - mmaction - INFO - Epoch [93][600/3757] lr: 1.000e-05, eta: 7:54:38, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7430, top5_acc: 0.8984, loss_cls: 1.0123, loss: 1.0123, grad_norm: 7.1241 2021-02-08 01:13:42,184 - mmaction - INFO - Epoch [93][620/3757] lr: 1.000e-05, eta: 7:54:17, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7320, top5_acc: 0.9031, loss_cls: 1.0784, loss: 1.0784, grad_norm: 7.0840 2021-02-08 01:13:51,028 - mmaction - INFO - Epoch [93][640/3757] lr: 1.000e-05, eta: 7:53:57, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7297, top5_acc: 0.8969, loss_cls: 1.0480, loss: 1.0480, grad_norm: 7.0100 2021-02-08 01:13:59,833 - mmaction - INFO - Epoch [93][660/3757] lr: 1.000e-05, eta: 7:53:36, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9047, loss_cls: 0.9904, loss: 0.9904, grad_norm: 6.8755 2021-02-08 01:14:27,028 - mmaction - INFO - Epoch [93][680/3757] lr: 1.000e-05, eta: 7:53:18, time: 1.360, data_time: 0.001, memory: 7633, top1_acc: 0.7344, top5_acc: 0.8859, loss_cls: 1.0855, loss: 1.0855, grad_norm: 7.0312 2021-02-08 01:15:30,188 - mmaction - INFO - Epoch [93][700/3757] lr: 1.000e-05, eta: 7:53:03, time: 3.158, data_time: 0.001, memory: 7633, top1_acc: 0.7305, top5_acc: 0.8797, loss_cls: 1.1044, loss: 1.1044, grad_norm: 7.0219 2021-02-08 01:15:58,810 - mmaction - INFO - Epoch [93][720/3757] lr: 1.000e-05, eta: 7:52:45, time: 1.431, data_time: 0.001, memory: 7633, top1_acc: 0.7312, top5_acc: 0.8891, loss_cls: 1.1069, loss: 1.1069, grad_norm: 7.1465 2021-02-08 01:16:07,882 - mmaction - INFO - Epoch [93][740/3757] lr: 1.000e-05, eta: 7:52:24, time: 0.453, data_time: 0.001, memory: 7633, top1_acc: 0.7336, top5_acc: 0.8906, loss_cls: 1.0448, loss: 1.0448, grad_norm: 6.6804 2021-02-08 01:16:42,039 - mmaction - INFO - Epoch [93][760/3757] lr: 1.000e-05, eta: 7:52:07, time: 1.708, data_time: 0.001, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9000, loss_cls: 1.0087, loss: 1.0087, grad_norm: 6.9826 2021-02-08 01:17:01,026 - mmaction - INFO - Epoch [93][780/3757] lr: 1.000e-05, eta: 7:51:47, time: 0.950, data_time: 0.001, memory: 7633, top1_acc: 0.7281, top5_acc: 0.8945, loss_cls: 1.0914, loss: 1.0914, grad_norm: 7.2895 2021-02-08 01:17:46,529 - mmaction - INFO - Epoch [93][800/3757] lr: 1.000e-05, eta: 7:51:31, time: 2.275, data_time: 0.001, memory: 7633, top1_acc: 0.7258, top5_acc: 0.8875, loss_cls: 1.0862, loss: 1.0862, grad_norm: 7.0736 2021-02-08 01:18:17,375 - mmaction - INFO - Epoch [93][820/3757] lr: 1.000e-05, eta: 7:51:13, time: 1.540, data_time: 0.001, memory: 7633, top1_acc: 0.7383, top5_acc: 0.9047, loss_cls: 1.0167, loss: 1.0167, grad_norm: 6.9780 2021-02-08 01:18:47,933 - mmaction - INFO - Epoch [93][840/3757] lr: 1.000e-05, eta: 7:50:55, time: 1.525, data_time: 0.004, memory: 7633, top1_acc: 0.7422, top5_acc: 0.9062, loss_cls: 1.0396, loss: 1.0396, grad_norm: 6.9260 2021-02-08 01:19:40,399 - mmaction - INFO - Epoch [93][860/3757] lr: 1.000e-05, eta: 7:50:39, time: 2.619, data_time: 0.845, memory: 7633, top1_acc: 0.7445, top5_acc: 0.9062, loss_cls: 1.0131, loss: 1.0131, grad_norm: 7.1145 2021-02-08 01:20:09,194 - mmaction - INFO - Epoch [93][880/3757] lr: 1.000e-05, eta: 7:50:21, time: 1.449, data_time: 0.013, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8945, loss_cls: 1.0521, loss: 1.0521, grad_norm: 7.0241 2021-02-08 01:20:44,280 - mmaction - INFO - Epoch [93][900/3757] lr: 1.000e-05, eta: 7:50:03, time: 1.754, data_time: 0.538, memory: 7633, top1_acc: 0.7445, top5_acc: 0.8922, loss_cls: 1.0807, loss: 1.0807, grad_norm: 7.0642 2021-02-08 01:22:43,419 - mmaction - INFO - Epoch [93][920/3757] lr: 1.000e-05, eta: 7:49:55, time: 5.956, data_time: 0.001, memory: 7633, top1_acc: 0.7406, top5_acc: 0.8906, loss_cls: 1.1050, loss: 1.1050, grad_norm: 7.1916 2021-02-08 01:23:52,747 - mmaction - INFO - Epoch [93][940/3757] lr: 1.000e-05, eta: 7:49:41, time: 3.467, data_time: 0.002, memory: 7633, top1_acc: 0.7367, top5_acc: 0.8930, loss_cls: 1.0690, loss: 1.0690, grad_norm: 6.9303 2021-02-08 01:24:29,054 - mmaction - INFO - Epoch [93][960/3757] lr: 1.000e-05, eta: 7:49:24, time: 1.816, data_time: 0.428, memory: 7633, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1619, loss: 1.1619, grad_norm: 7.2911 2021-02-08 01:25:07,959 - mmaction - INFO - Epoch [93][980/3757] lr: 1.000e-05, eta: 7:49:06, time: 1.945, data_time: 0.689, memory: 7633, top1_acc: 0.7727, top5_acc: 0.9016, loss_cls: 0.9840, loss: 0.9840, grad_norm: 6.6730 2021-02-08 01:25:31,946 - mmaction - INFO - Epoch [93][1000/3757] lr: 1.000e-05, eta: 7:48:47, time: 1.200, data_time: 0.001, memory: 7633, top1_acc: 0.7359, top5_acc: 0.9000, loss_cls: 1.0821, loss: 1.0821, grad_norm: 7.1350 2021-02-08 01:26:59,215 - mmaction - INFO - Epoch [93][1020/3757] lr: 1.000e-05, eta: 7:48:36, time: 4.363, data_time: 0.412, memory: 7633, top1_acc: 0.7695, top5_acc: 0.8992, loss_cls: 1.0212, loss: 1.0212, grad_norm: 6.9347 2021-02-08 01:27:59,031 - mmaction - INFO - Epoch [93][1040/3757] lr: 1.000e-05, eta: 7:48:21, time: 2.991, data_time: 1.348, memory: 7633, top1_acc: 0.7664, top5_acc: 0.9086, loss_cls: 0.9770, loss: 0.9770, grad_norm: 6.8872 2021-02-08 01:28:07,735 - mmaction - INFO - Epoch [93][1060/3757] lr: 1.000e-05, eta: 7:48:00, time: 0.435, data_time: 0.000, memory: 7633, top1_acc: 0.7461, top5_acc: 0.8914, loss_cls: 1.0497, loss: 1.0497, grad_norm: 7.0242 2021-02-08 01:29:09,075 - mmaction - INFO - Epoch [93][1080/3757] lr: 1.000e-05, eta: 7:47:45, time: 3.067, data_time: 2.576, memory: 7633, top1_acc: 0.7539, top5_acc: 0.9039, loss_cls: 1.0005, loss: 1.0005, grad_norm: 6.8282 2021-02-08 01:30:25,992 - mmaction - INFO - Epoch [93][1100/3757] lr: 1.000e-05, eta: 7:47:32, time: 3.844, data_time: 1.340, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8992, loss_cls: 1.0433, loss: 1.0433, grad_norm: 6.7175 2021-02-08 01:30:55,246 - mmaction - INFO - Epoch [93][1120/3757] lr: 1.000e-05, eta: 7:47:14, time: 1.464, data_time: 0.003, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9070, loss_cls: 1.0153, loss: 1.0153, grad_norm: 7.0003 2021-02-08 01:31:44,502 - mmaction - INFO - Epoch [93][1140/3757] lr: 1.000e-05, eta: 7:46:58, time: 2.461, data_time: 0.721, memory: 7633, top1_acc: 0.7391, top5_acc: 0.9086, loss_cls: 1.0023, loss: 1.0023, grad_norm: 6.8152 2021-02-08 01:32:24,993 - mmaction - INFO - Epoch [93][1160/3757] lr: 1.000e-05, eta: 7:46:41, time: 2.008, data_time: 0.004, memory: 7633, top1_acc: 0.7406, top5_acc: 0.8969, loss_cls: 1.0286, loss: 1.0286, grad_norm: 6.9066 2021-02-08 01:33:07,739 - mmaction - INFO - Epoch [93][1180/3757] lr: 1.000e-05, eta: 7:46:24, time: 2.155, data_time: 0.024, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9000, loss_cls: 0.9881, loss: 0.9881, grad_norm: 7.0551 2021-02-08 01:33:42,040 - mmaction - INFO - Epoch [93][1200/3757] lr: 1.000e-05, eta: 7:46:06, time: 1.716, data_time: 0.006, memory: 7633, top1_acc: 0.7508, top5_acc: 0.8992, loss_cls: 0.9845, loss: 0.9845, grad_norm: 6.8571 2021-02-08 01:34:19,130 - mmaction - INFO - Epoch [93][1220/3757] lr: 1.000e-05, eta: 7:45:49, time: 1.846, data_time: 0.006, memory: 7633, top1_acc: 0.7297, top5_acc: 0.8898, loss_cls: 1.1112, loss: 1.1112, grad_norm: 7.2361 2021-02-08 01:34:58,160 - mmaction - INFO - Epoch [93][1240/3757] lr: 1.000e-05, eta: 7:45:32, time: 1.960, data_time: 0.009, memory: 7633, top1_acc: 0.7406, top5_acc: 0.8992, loss_cls: 1.0578, loss: 1.0578, grad_norm: 6.9306 2021-02-08 01:35:44,159 - mmaction - INFO - Epoch [93][1260/3757] lr: 1.000e-05, eta: 7:45:15, time: 2.300, data_time: 0.000, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8984, loss_cls: 1.0378, loss: 1.0378, grad_norm: 6.8710 2021-02-08 01:36:46,074 - mmaction - INFO - Epoch [93][1280/3757] lr: 1.000e-05, eta: 7:45:00, time: 3.096, data_time: 1.622, memory: 7633, top1_acc: 0.7406, top5_acc: 0.9008, loss_cls: 1.0276, loss: 1.0276, grad_norm: 7.0682 2021-02-08 01:38:33,053 - mmaction - INFO - Epoch [93][1300/3757] lr: 1.000e-05, eta: 7:44:50, time: 5.348, data_time: 0.001, memory: 7633, top1_acc: 0.7375, top5_acc: 0.8922, loss_cls: 1.0601, loss: 1.0601, grad_norm: 6.9295 2021-02-08 01:39:14,711 - mmaction - INFO - Epoch [93][1320/3757] lr: 1.000e-05, eta: 7:44:33, time: 2.083, data_time: 0.001, memory: 7633, top1_acc: 0.7570, top5_acc: 0.9031, loss_cls: 0.9967, loss: 0.9967, grad_norm: 6.9751 2021-02-08 01:39:50,693 - mmaction - INFO - Epoch [93][1340/3757] lr: 1.000e-05, eta: 7:44:16, time: 1.799, data_time: 0.001, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8930, loss_cls: 1.0409, loss: 1.0409, grad_norm: 6.9562 2021-02-08 01:41:01,864 - mmaction - INFO - Epoch [93][1360/3757] lr: 1.000e-05, eta: 7:44:02, time: 3.559, data_time: 1.724, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9023, loss_cls: 0.9690, loss: 0.9690, grad_norm: 6.7842 2021-02-08 01:42:51,357 - mmaction - INFO - Epoch [93][1380/3757] lr: 1.000e-05, eta: 7:43:52, time: 5.474, data_time: 0.001, memory: 7633, top1_acc: 0.7461, top5_acc: 0.9008, loss_cls: 1.0030, loss: 1.0030, grad_norm: 6.9380 2021-02-08 01:43:33,114 - mmaction - INFO - Epoch [93][1400/3757] lr: 1.000e-05, eta: 7:43:35, time: 2.089, data_time: 0.417, memory: 7633, top1_acc: 0.7305, top5_acc: 0.9055, loss_cls: 1.0401, loss: 1.0401, grad_norm: 7.0999 2021-02-08 01:44:29,547 - mmaction - INFO - Epoch [93][1420/3757] lr: 1.000e-05, eta: 7:43:20, time: 2.821, data_time: 0.000, memory: 7633, top1_acc: 0.7320, top5_acc: 0.9070, loss_cls: 1.0544, loss: 1.0544, grad_norm: 7.1519 2021-02-08 01:45:10,243 - mmaction - INFO - Epoch [93][1440/3757] lr: 1.000e-05, eta: 7:43:03, time: 2.035, data_time: 0.001, memory: 7633, top1_acc: 0.7367, top5_acc: 0.9000, loss_cls: 1.0261, loss: 1.0261, grad_norm: 7.1599 2021-02-08 01:46:08,916 - mmaction - INFO - Epoch [93][1460/3757] lr: 1.000e-05, eta: 7:42:48, time: 2.933, data_time: 1.443, memory: 7633, top1_acc: 0.7383, top5_acc: 0.9117, loss_cls: 0.9974, loss: 0.9974, grad_norm: 6.9414 2021-02-08 01:46:32,292 - mmaction - INFO - Epoch [93][1480/3757] lr: 1.000e-05, eta: 7:42:29, time: 1.169, data_time: 0.438, memory: 7633, top1_acc: 0.7484, top5_acc: 0.9078, loss_cls: 0.9748, loss: 0.9748, grad_norm: 7.0108 2021-02-08 01:46:49,015 - mmaction - INFO - Epoch [93][1500/3757] lr: 1.000e-05, eta: 7:42:09, time: 0.834, data_time: 0.002, memory: 7633, top1_acc: 0.7742, top5_acc: 0.9039, loss_cls: 0.9471, loss: 0.9471, grad_norm: 6.6020 2021-02-08 01:47:04,033 - mmaction - INFO - Epoch [93][1520/3757] lr: 1.000e-05, eta: 7:41:49, time: 0.754, data_time: 0.004, memory: 7633, top1_acc: 0.7344, top5_acc: 0.8961, loss_cls: 1.0601, loss: 1.0601, grad_norm: 7.2072 2021-02-08 01:47:39,157 - mmaction - INFO - Epoch [93][1540/3757] lr: 1.000e-05, eta: 7:41:31, time: 1.732, data_time: 0.010, memory: 7633, top1_acc: 0.7391, top5_acc: 0.9070, loss_cls: 1.0147, loss: 1.0147, grad_norm: 6.8539 2021-02-08 01:48:12,654 - mmaction - INFO - Epoch [93][1560/3757] lr: 1.000e-05, eta: 7:41:14, time: 1.698, data_time: 0.028, memory: 7633, top1_acc: 0.7492, top5_acc: 0.8938, loss_cls: 1.0085, loss: 1.0085, grad_norm: 7.0314 2021-02-08 01:49:07,285 - mmaction - INFO - Epoch [93][1580/3757] lr: 1.000e-05, eta: 7:40:58, time: 2.732, data_time: 1.412, memory: 7633, top1_acc: 0.7430, top5_acc: 0.8961, loss_cls: 1.0559, loss: 1.0559, grad_norm: 6.8699 2021-02-08 01:50:03,879 - mmaction - INFO - Epoch [93][1600/3757] lr: 1.000e-05, eta: 7:40:42, time: 2.830, data_time: 0.001, memory: 7633, top1_acc: 0.7586, top5_acc: 0.9031, loss_cls: 1.0212, loss: 1.0212, grad_norm: 6.8633 2021-02-08 01:51:56,523 - mmaction - INFO - Epoch [93][1620/3757] lr: 1.000e-05, eta: 7:40:33, time: 5.632, data_time: 1.895, memory: 7633, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1390, loss: 1.1390, grad_norm: 7.4377 2021-02-08 01:52:05,247 - mmaction - INFO - Epoch [93][1640/3757] lr: 1.000e-05, eta: 7:40:12, time: 0.436, data_time: 0.000, memory: 7633, top1_acc: 0.7422, top5_acc: 0.9055, loss_cls: 1.0029, loss: 1.0029, grad_norm: 6.7508 2021-02-08 01:54:03,671 - mmaction - INFO - Epoch [93][1660/3757] lr: 1.000e-05, eta: 7:40:04, time: 5.922, data_time: 0.001, memory: 7633, top1_acc: 0.7578, top5_acc: 0.9039, loss_cls: 1.0056, loss: 1.0056, grad_norm: 6.7322 2021-02-08 01:54:22,818 - mmaction - INFO - Epoch [93][1680/3757] lr: 1.000e-05, eta: 7:39:44, time: 0.957, data_time: 0.001, memory: 7633, top1_acc: 0.7195, top5_acc: 0.9016, loss_cls: 1.0803, loss: 1.0803, grad_norm: 7.1660 2021-02-08 01:55:12,724 - mmaction - INFO - Epoch [93][1700/3757] lr: 1.000e-05, eta: 7:39:28, time: 2.495, data_time: 0.001, memory: 7633, top1_acc: 0.7297, top5_acc: 0.9008, loss_cls: 1.0778, loss: 1.0778, grad_norm: 7.0438 2021-02-08 01:55:37,970 - mmaction - INFO - Epoch [93][1720/3757] lr: 1.000e-05, eta: 7:39:09, time: 1.263, data_time: 0.001, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9016, loss_cls: 1.0019, loss: 1.0019, grad_norm: 6.9292 2021-02-08 01:56:29,477 - mmaction - INFO - Epoch [93][1740/3757] lr: 1.000e-05, eta: 7:38:53, time: 2.575, data_time: 0.891, memory: 7633, top1_acc: 0.7609, top5_acc: 0.9031, loss_cls: 0.9463, loss: 0.9463, grad_norm: 6.7093 2021-02-08 01:57:23,929 - mmaction - INFO - Epoch [93][1760/3757] lr: 1.000e-05, eta: 7:38:37, time: 2.722, data_time: 0.001, memory: 7633, top1_acc: 0.7438, top5_acc: 0.8992, loss_cls: 1.0694, loss: 1.0694, grad_norm: 6.7977 2021-02-08 01:57:54,183 - mmaction - INFO - Epoch [93][1780/3757] lr: 1.000e-05, eta: 7:38:19, time: 1.512, data_time: 0.457, memory: 7633, top1_acc: 0.7164, top5_acc: 0.8852, loss_cls: 1.1071, loss: 1.1071, grad_norm: 7.3902 2021-02-08 01:58:54,199 - mmaction - INFO - Epoch [93][1800/3757] lr: 1.000e-05, eta: 7:38:04, time: 3.000, data_time: 0.484, memory: 7633, top1_acc: 0.7477, top5_acc: 0.8992, loss_cls: 1.0272, loss: 1.0272, grad_norm: 7.0351 2021-02-08 01:59:19,674 - mmaction - INFO - Epoch [93][1820/3757] lr: 1.000e-05, eta: 7:37:45, time: 1.268, data_time: 0.009, memory: 7633, top1_acc: 0.7430, top5_acc: 0.8961, loss_cls: 1.0264, loss: 1.0264, grad_norm: 6.7926 2021-02-08 01:59:50,538 - mmaction - INFO - Epoch [93][1840/3757] lr: 1.000e-05, eta: 7:37:27, time: 1.539, data_time: 0.013, memory: 7633, top1_acc: 0.7461, top5_acc: 0.9008, loss_cls: 1.0403, loss: 1.0403, grad_norm: 6.8796 2021-02-08 02:00:27,513 - mmaction - INFO - Epoch [93][1860/3757] lr: 1.000e-05, eta: 7:37:09, time: 1.854, data_time: 0.016, memory: 7633, top1_acc: 0.7555, top5_acc: 0.8859, loss_cls: 1.0210, loss: 1.0210, grad_norm: 6.7192 2021-02-08 02:00:48,213 - mmaction - INFO - Epoch [93][1880/3757] lr: 1.000e-05, eta: 7:36:50, time: 1.042, data_time: 0.008, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9109, loss_cls: 1.0004, loss: 1.0004, grad_norm: 6.8926 2021-02-08 02:01:49,037 - mmaction - INFO - Epoch [93][1900/3757] lr: 1.000e-05, eta: 7:36:35, time: 3.041, data_time: 0.000, memory: 7633, top1_acc: 0.7336, top5_acc: 0.8820, loss_cls: 1.0894, loss: 1.0894, grad_norm: 6.9332 2021-02-08 02:02:28,140 - mmaction - INFO - Epoch [93][1920/3757] lr: 1.000e-05, eta: 7:36:18, time: 1.956, data_time: 0.132, memory: 7633, top1_acc: 0.7516, top5_acc: 0.9172, loss_cls: 0.9684, loss: 0.9684, grad_norm: 6.7289 2021-02-08 02:04:39,050 - mmaction - INFO - Epoch [93][1940/3757] lr: 1.000e-05, eta: 7:36:10, time: 6.545, data_time: 0.001, memory: 7633, top1_acc: 0.7516, top5_acc: 0.9000, loss_cls: 1.0285, loss: 1.0285, grad_norm: 7.1199 2021-02-08 02:05:23,959 - mmaction - INFO - Epoch [93][1960/3757] lr: 1.000e-05, eta: 7:35:53, time: 2.245, data_time: 0.001, memory: 7633, top1_acc: 0.7680, top5_acc: 0.9164, loss_cls: 0.9560, loss: 0.9560, grad_norm: 6.7438 2021-02-08 02:06:47,077 - mmaction - INFO - Epoch [93][1980/3757] lr: 1.000e-05, eta: 7:35:40, time: 4.155, data_time: 0.807, memory: 7633, top1_acc: 0.7383, top5_acc: 0.8992, loss_cls: 1.0219, loss: 1.0219, grad_norm: 6.8030 2021-02-08 02:08:07,061 - mmaction - INFO - Epoch [93][2000/3757] lr: 1.000e-05, eta: 7:35:27, time: 4.000, data_time: 0.002, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9000, loss_cls: 0.9971, loss: 0.9971, grad_norm: 7.0779 2021-02-08 02:09:24,630 - mmaction - INFO - Epoch [93][2020/3757] lr: 1.000e-05, eta: 7:35:14, time: 3.876, data_time: 0.025, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9062, loss_cls: 1.0025, loss: 1.0025, grad_norm: 7.0402 2021-02-08 02:10:01,960 - mmaction - INFO - Epoch [93][2040/3757] lr: 1.000e-05, eta: 7:34:56, time: 1.861, data_time: 0.042, memory: 7633, top1_acc: 0.7297, top5_acc: 0.8945, loss_cls: 1.0903, loss: 1.0903, grad_norm: 7.2484 2021-02-08 02:10:44,780 - mmaction - INFO - Epoch [93][2060/3757] lr: 1.000e-05, eta: 7:34:39, time: 2.122, data_time: 0.012, memory: 7633, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.1028, loss: 1.1028, grad_norm: 7.4558 2021-02-08 02:11:15,128 - mmaction - INFO - Epoch [93][2080/3757] lr: 1.000e-05, eta: 7:34:21, time: 1.544, data_time: 0.033, memory: 7633, top1_acc: 0.7406, top5_acc: 0.9109, loss_cls: 1.0457, loss: 1.0457, grad_norm: 7.0293 2021-02-08 02:11:46,823 - mmaction - INFO - Epoch [93][2100/3757] lr: 1.000e-05, eta: 7:34:03, time: 1.568, data_time: 0.003, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8945, loss_cls: 1.0655, loss: 1.0655, grad_norm: 7.0169 2021-02-08 02:12:26,390 - mmaction - INFO - Epoch [93][2120/3757] lr: 1.000e-05, eta: 7:33:45, time: 1.978, data_time: 0.024, memory: 7633, top1_acc: 0.7555, top5_acc: 0.9039, loss_cls: 1.0276, loss: 1.0276, grad_norm: 7.0546 2021-02-08 02:13:06,688 - mmaction - INFO - Epoch [93][2140/3757] lr: 1.000e-05, eta: 7:33:28, time: 2.032, data_time: 0.029, memory: 7633, top1_acc: 0.7406, top5_acc: 0.9000, loss_cls: 1.0459, loss: 1.0459, grad_norm: 7.0568 2021-02-08 02:13:41,996 - mmaction - INFO - Epoch [93][2160/3757] lr: 1.000e-05, eta: 7:33:10, time: 1.765, data_time: 0.614, memory: 7633, top1_acc: 0.7273, top5_acc: 0.8930, loss_cls: 1.0860, loss: 1.0860, grad_norm: 7.0449 2021-02-08 02:14:12,370 - mmaction - INFO - Epoch [93][2180/3757] lr: 1.000e-05, eta: 7:32:52, time: 1.519, data_time: 0.001, memory: 7633, top1_acc: 0.7406, top5_acc: 0.8898, loss_cls: 1.0708, loss: 1.0708, grad_norm: 7.0085 2021-02-08 02:17:16,519 - mmaction - INFO - Epoch [93][2200/3757] lr: 1.000e-05, eta: 7:32:50, time: 9.208, data_time: 3.291, memory: 7633, top1_acc: 0.7555, top5_acc: 0.9109, loss_cls: 0.9967, loss: 0.9967, grad_norm: 6.9213 2021-02-08 02:18:07,387 - mmaction - INFO - Epoch [93][2220/3757] lr: 1.000e-05, eta: 7:32:34, time: 2.543, data_time: 0.001, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9062, loss_cls: 1.0188, loss: 1.0188, grad_norm: 6.8581 2021-02-08 02:20:12,898 - mmaction - INFO - Epoch [93][2240/3757] lr: 1.000e-05, eta: 7:32:25, time: 6.276, data_time: 0.001, memory: 7633, top1_acc: 0.7508, top5_acc: 0.8992, loss_cls: 1.0196, loss: 1.0196, grad_norm: 7.0164 2021-02-08 02:21:55,506 - mmaction - INFO - Epoch [93][2260/3757] lr: 1.000e-05, eta: 7:32:14, time: 5.131, data_time: 1.038, memory: 7633, top1_acc: 0.7312, top5_acc: 0.9031, loss_cls: 1.0423, loss: 1.0423, grad_norm: 7.1533 2021-02-08 02:23:17,144 - mmaction - INFO - Epoch [93][2280/3757] lr: 1.000e-05, eta: 7:32:01, time: 4.079, data_time: 0.001, memory: 7633, top1_acc: 0.7445, top5_acc: 0.8867, loss_cls: 1.0841, loss: 1.0841, grad_norm: 7.0786 2021-02-08 02:24:04,121 - mmaction - INFO - Epoch [93][2300/3757] lr: 1.000e-05, eta: 7:31:45, time: 2.350, data_time: 0.004, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9023, loss_cls: 1.0032, loss: 1.0032, grad_norm: 6.8879 2021-02-08 02:24:52,485 - mmaction - INFO - Epoch [93][2320/3757] lr: 1.000e-05, eta: 7:31:28, time: 2.412, data_time: 0.991, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9047, loss_cls: 0.9960, loss: 0.9960, grad_norm: 6.8666 2021-02-08 02:25:19,789 - mmaction - INFO - Epoch [93][2340/3757] lr: 1.000e-05, eta: 7:31:09, time: 1.364, data_time: 0.061, memory: 7633, top1_acc: 0.7297, top5_acc: 0.8992, loss_cls: 1.0667, loss: 1.0667, grad_norm: 7.1246 2021-02-08 02:25:49,033 - mmaction - INFO - Epoch [93][2360/3757] lr: 1.000e-05, eta: 7:30:51, time: 1.464, data_time: 0.019, memory: 7633, top1_acc: 0.7445, top5_acc: 0.9016, loss_cls: 1.0397, loss: 1.0397, grad_norm: 6.9386 2021-02-08 02:27:42,349 - mmaction - INFO - Epoch [93][2380/3757] lr: 1.000e-05, eta: 7:30:41, time: 5.672, data_time: 1.809, memory: 7633, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.0388, loss: 1.0388, grad_norm: 6.9251 2021-02-08 02:29:31,649 - mmaction - INFO - Epoch [93][2400/3757] lr: 1.000e-05, eta: 7:30:31, time: 5.466, data_time: 0.001, memory: 7633, top1_acc: 0.7320, top5_acc: 0.8898, loss_cls: 1.0924, loss: 1.0924, grad_norm: 6.9812 2021-02-08 02:31:57,240 - mmaction - INFO - Epoch [93][2420/3757] lr: 1.000e-05, eta: 7:30:25, time: 7.279, data_time: 1.618, memory: 7633, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.0960, loss: 1.0960, grad_norm: 7.2141 2021-02-08 02:33:30,815 - mmaction - INFO - Epoch [93][2440/3757] lr: 1.000e-05, eta: 7:30:13, time: 4.680, data_time: 0.001, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9055, loss_cls: 0.9889, loss: 0.9889, grad_norm: 7.0766 2021-02-08 02:34:46,903 - mmaction - INFO - Epoch [93][2460/3757] lr: 1.000e-05, eta: 7:29:59, time: 3.804, data_time: 1.760, memory: 7633, top1_acc: 0.7289, top5_acc: 0.9047, loss_cls: 1.0890, loss: 1.0890, grad_norm: 7.3611 2021-02-08 02:35:25,197 - mmaction - INFO - Epoch [93][2480/3757] lr: 1.000e-05, eta: 7:29:41, time: 1.913, data_time: 0.315, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9039, loss_cls: 1.0128, loss: 1.0128, grad_norm: 6.9783 2021-02-08 02:35:58,142 - mmaction - INFO - Epoch [93][2500/3757] lr: 1.000e-05, eta: 7:29:23, time: 1.643, data_time: 0.006, memory: 7633, top1_acc: 0.7477, top5_acc: 0.8969, loss_cls: 1.0386, loss: 1.0386, grad_norm: 6.8950 2021-02-08 02:36:31,331 - mmaction - INFO - Epoch [93][2520/3757] lr: 1.000e-05, eta: 7:29:05, time: 1.666, data_time: 0.008, memory: 7633, top1_acc: 0.7375, top5_acc: 0.8977, loss_cls: 1.0657, loss: 1.0657, grad_norm: 7.2048 2021-02-08 02:36:58,516 - mmaction - INFO - Epoch [93][2540/3757] lr: 1.000e-05, eta: 7:28:46, time: 1.356, data_time: 0.006, memory: 7633, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0463, loss: 1.0463, grad_norm: 7.0167 2021-02-08 02:37:27,082 - mmaction - INFO - Epoch [93][2560/3757] lr: 1.000e-05, eta: 7:28:28, time: 1.421, data_time: 0.007, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8977, loss_cls: 1.0251, loss: 1.0251, grad_norm: 6.7606 2021-02-08 02:37:59,227 - mmaction - INFO - Epoch [93][2580/3757] lr: 1.000e-05, eta: 7:28:09, time: 1.607, data_time: 0.015, memory: 7633, top1_acc: 0.7344, top5_acc: 0.9023, loss_cls: 1.0586, loss: 1.0586, grad_norm: 7.2128 2021-02-08 02:38:20,841 - mmaction - INFO - Epoch [93][2600/3757] lr: 1.000e-05, eta: 7:27:50, time: 1.092, data_time: 0.015, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8977, loss_cls: 1.0551, loss: 1.0551, grad_norm: 7.1340 2021-02-08 02:39:39,299 - mmaction - INFO - Epoch [93][2620/3757] lr: 1.000e-05, eta: 7:27:37, time: 3.923, data_time: 0.001, memory: 7633, top1_acc: 0.7484, top5_acc: 0.8977, loss_cls: 1.0288, loss: 1.0288, grad_norm: 6.9123 2021-02-08 02:41:51,143 - mmaction - INFO - Epoch [93][2640/3757] lr: 1.000e-05, eta: 7:27:29, time: 6.592, data_time: 3.733, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9016, loss_cls: 1.0386, loss: 1.0386, grad_norm: 7.0972 2021-02-08 02:43:26,137 - mmaction - INFO - Epoch [93][2660/3757] lr: 1.000e-05, eta: 7:27:17, time: 4.750, data_time: 0.001, memory: 7633, top1_acc: 0.7789, top5_acc: 0.9047, loss_cls: 0.9720, loss: 0.9720, grad_norm: 6.7293 2021-02-08 02:44:06,441 - mmaction - INFO - Epoch [93][2680/3757] lr: 1.000e-05, eta: 7:26:59, time: 2.015, data_time: 0.001, memory: 7633, top1_acc: 0.7414, top5_acc: 0.9062, loss_cls: 1.0018, loss: 1.0018, grad_norm: 6.8871 2021-02-08 02:45:38,828 - mmaction - INFO - Epoch [93][2700/3757] lr: 1.000e-05, eta: 7:26:47, time: 4.619, data_time: 1.535, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9055, loss_cls: 0.9785, loss: 0.9785, grad_norm: 6.9357 2021-02-08 02:46:34,636 - mmaction - INFO - Epoch [93][2720/3757] lr: 1.000e-05, eta: 7:26:31, time: 2.790, data_time: 0.001, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9039, loss_cls: 0.9792, loss: 0.9792, grad_norm: 6.6196 2021-02-08 02:47:29,994 - mmaction - INFO - Epoch [93][2740/3757] lr: 1.000e-05, eta: 7:26:15, time: 2.768, data_time: 1.521, memory: 7633, top1_acc: 0.7406, top5_acc: 0.8891, loss_cls: 1.0655, loss: 1.0655, grad_norm: 7.0970 2021-02-08 02:48:09,800 - mmaction - INFO - Epoch [93][2760/3757] lr: 1.000e-05, eta: 7:25:58, time: 1.990, data_time: 0.001, memory: 7633, top1_acc: 0.7484, top5_acc: 0.9047, loss_cls: 1.0276, loss: 1.0276, grad_norm: 7.1003 2021-02-08 02:49:17,924 - mmaction - INFO - Epoch [93][2780/3757] lr: 1.000e-05, eta: 7:25:43, time: 3.405, data_time: 0.001, memory: 7633, top1_acc: 0.7539, top5_acc: 0.9078, loss_cls: 0.9699, loss: 0.9699, grad_norm: 6.6495 2021-02-08 02:49:53,186 - mmaction - INFO - Epoch [93][2800/3757] lr: 1.000e-05, eta: 7:25:25, time: 1.752, data_time: 0.003, memory: 7633, top1_acc: 0.7352, top5_acc: 0.9062, loss_cls: 1.0494, loss: 1.0494, grad_norm: 7.2100 2021-02-08 02:50:26,950 - mmaction - INFO - Epoch [93][2820/3757] lr: 1.000e-05, eta: 7:25:07, time: 1.686, data_time: 0.019, memory: 7633, top1_acc: 0.7445, top5_acc: 0.8945, loss_cls: 1.0522, loss: 1.0522, grad_norm: 6.6713 2021-02-08 02:50:59,523 - mmaction - INFO - Epoch [93][2840/3757] lr: 1.000e-05, eta: 7:24:49, time: 1.627, data_time: 0.022, memory: 7633, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.1076, loss: 1.1076, grad_norm: 7.2127 2021-02-08 02:51:35,008 - mmaction - INFO - Epoch [93][2860/3757] lr: 1.000e-05, eta: 7:24:31, time: 1.782, data_time: 0.049, memory: 7633, top1_acc: 0.7484, top5_acc: 0.9031, loss_cls: 0.9855, loss: 0.9855, grad_norm: 6.7245 2021-02-08 02:52:08,037 - mmaction - INFO - Epoch [93][2880/3757] lr: 1.000e-05, eta: 7:24:13, time: 1.657, data_time: 0.013, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9008, loss_cls: 1.0164, loss: 1.0164, grad_norm: 6.9379 2021-02-08 02:52:45,023 - mmaction - INFO - Epoch [93][2900/3757] lr: 1.000e-05, eta: 7:23:55, time: 1.835, data_time: 0.015, memory: 7633, top1_acc: 0.7680, top5_acc: 0.9086, loss_cls: 0.9291, loss: 0.9291, grad_norm: 6.6015 2021-02-08 02:53:25,686 - mmaction - INFO - Epoch [93][2920/3757] lr: 1.000e-05, eta: 7:23:37, time: 2.035, data_time: 0.029, memory: 7633, top1_acc: 0.7523, top5_acc: 0.9109, loss_cls: 0.9802, loss: 0.9802, grad_norm: 6.6460 2021-02-08 02:54:05,878 - mmaction - INFO - Epoch [93][2940/3757] lr: 1.000e-05, eta: 7:23:20, time: 2.027, data_time: 0.022, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9023, loss_cls: 1.0234, loss: 1.0234, grad_norm: 7.1489 2021-02-08 02:54:43,285 - mmaction - INFO - Epoch [93][2960/3757] lr: 1.000e-05, eta: 7:23:02, time: 1.867, data_time: 0.004, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9062, loss_cls: 1.0428, loss: 1.0428, grad_norm: 6.9203 2021-02-08 02:55:21,815 - mmaction - INFO - Epoch [93][2980/3757] lr: 1.000e-05, eta: 7:22:44, time: 1.911, data_time: 0.007, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8969, loss_cls: 1.0296, loss: 1.0296, grad_norm: 7.1570 2021-02-08 02:57:07,041 - mmaction - INFO - Epoch [93][3000/3757] lr: 1.000e-05, eta: 7:22:33, time: 5.279, data_time: 0.929, memory: 7633, top1_acc: 0.7445, top5_acc: 0.8945, loss_cls: 1.0755, loss: 1.0755, grad_norm: 6.9784 2021-02-08 02:58:40,730 - mmaction - INFO - Epoch [93][3020/3757] lr: 1.000e-05, eta: 7:22:21, time: 4.684, data_time: 2.822, memory: 7633, top1_acc: 0.7281, top5_acc: 0.8906, loss_cls: 1.1211, loss: 1.1211, grad_norm: 7.1058 2021-02-08 03:00:51,241 - mmaction - INFO - Epoch [93][3040/3757] lr: 1.000e-05, eta: 7:22:13, time: 6.521, data_time: 0.001, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9070, loss_cls: 0.9930, loss: 0.9930, grad_norm: 7.0657 2021-02-08 03:02:30,563 - mmaction - INFO - Epoch [93][3060/3757] lr: 1.000e-05, eta: 7:22:01, time: 4.971, data_time: 0.012, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9016, loss_cls: 1.0024, loss: 1.0024, grad_norm: 6.9322 2021-02-08 03:03:36,430 - mmaction - INFO - Epoch [93][3080/3757] lr: 1.000e-05, eta: 7:21:46, time: 3.293, data_time: 0.000, memory: 7633, top1_acc: 0.7461, top5_acc: 0.8930, loss_cls: 1.0569, loss: 1.0569, grad_norm: 6.8336 2021-02-08 03:04:36,147 - mmaction - INFO - Epoch [93][3100/3757] lr: 1.000e-05, eta: 7:21:31, time: 2.986, data_time: 0.001, memory: 7633, top1_acc: 0.7391, top5_acc: 0.8875, loss_cls: 1.0853, loss: 1.0853, grad_norm: 6.8746 2021-02-08 03:05:48,001 - mmaction - INFO - Epoch [93][3120/3757] lr: 1.000e-05, eta: 7:21:16, time: 3.592, data_time: 0.000, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9062, loss_cls: 0.9969, loss: 0.9969, grad_norm: 7.0574 2021-02-08 03:06:29,292 - mmaction - INFO - Epoch [93][3140/3757] lr: 1.000e-05, eta: 7:20:59, time: 2.064, data_time: 0.001, memory: 7633, top1_acc: 0.7547, top5_acc: 0.8906, loss_cls: 1.0528, loss: 1.0528, grad_norm: 6.9184 2021-02-08 03:06:38,756 - mmaction - INFO - Epoch [93][3160/3757] lr: 1.000e-05, eta: 7:20:38, time: 0.474, data_time: 0.002, memory: 7633, top1_acc: 0.7492, top5_acc: 0.9008, loss_cls: 0.9947, loss: 0.9947, grad_norm: 6.8522 2021-02-08 03:07:41,078 - mmaction - INFO - Epoch [93][3180/3757] lr: 1.000e-05, eta: 7:20:23, time: 3.113, data_time: 0.002, memory: 7633, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.1138, loss: 1.1138, grad_norm: 7.2158 2021-02-08 03:08:05,726 - mmaction - INFO - Epoch [93][3200/3757] lr: 1.000e-05, eta: 7:20:04, time: 1.227, data_time: 0.008, memory: 7633, top1_acc: 0.7375, top5_acc: 0.9039, loss_cls: 1.0371, loss: 1.0371, grad_norm: 7.1368 2021-02-08 03:08:34,841 - mmaction - INFO - Epoch [93][3220/3757] lr: 1.000e-05, eta: 7:19:45, time: 1.438, data_time: 0.013, memory: 7633, top1_acc: 0.7336, top5_acc: 0.9109, loss_cls: 1.0059, loss: 1.0059, grad_norm: 7.0609 2021-02-08 03:09:04,866 - mmaction - INFO - Epoch [93][3240/3757] lr: 1.000e-05, eta: 7:19:26, time: 1.524, data_time: 0.032, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8891, loss_cls: 1.0718, loss: 1.0718, grad_norm: 7.1631 2021-02-08 03:09:26,786 - mmaction - INFO - Epoch [93][3260/3757] lr: 1.000e-05, eta: 7:19:07, time: 1.099, data_time: 0.008, memory: 7633, top1_acc: 0.7445, top5_acc: 0.9086, loss_cls: 0.9943, loss: 0.9943, grad_norm: 6.9572 2021-02-08 03:10:55,427 - mmaction - INFO - Epoch [93][3280/3757] lr: 1.000e-05, eta: 7:18:54, time: 4.431, data_time: 0.001, memory: 7633, top1_acc: 0.7344, top5_acc: 0.9086, loss_cls: 1.0228, loss: 1.0228, grad_norm: 7.0047 2021-02-08 03:12:07,608 - mmaction - INFO - Epoch [93][3300/3757] lr: 1.000e-05, eta: 7:18:40, time: 3.608, data_time: 0.002, memory: 7633, top1_acc: 0.7461, top5_acc: 0.8898, loss_cls: 1.0634, loss: 1.0634, grad_norm: 6.8525 2021-02-08 03:13:47,518 - mmaction - INFO - Epoch [93][3320/3757] lr: 1.000e-05, eta: 7:18:28, time: 4.998, data_time: 0.003, memory: 7633, top1_acc: 0.7516, top5_acc: 0.9109, loss_cls: 0.9542, loss: 0.9542, grad_norm: 6.6458 2021-02-08 03:16:15,783 - mmaction - INFO - Epoch [93][3340/3757] lr: 1.000e-05, eta: 7:18:21, time: 7.413, data_time: 0.001, memory: 7633, top1_acc: 0.7523, top5_acc: 0.9102, loss_cls: 0.9802, loss: 0.9802, grad_norm: 6.9306 2021-02-08 03:17:08,452 - mmaction - INFO - Epoch [93][3360/3757] lr: 1.000e-05, eta: 7:18:05, time: 2.634, data_time: 0.400, memory: 7633, top1_acc: 0.7352, top5_acc: 0.8867, loss_cls: 1.0991, loss: 1.0991, grad_norm: 7.0283 2021-02-08 03:18:35,354 - mmaction - INFO - Epoch [93][3380/3757] lr: 1.000e-05, eta: 7:17:52, time: 4.345, data_time: 0.001, memory: 7633, top1_acc: 0.7406, top5_acc: 0.9039, loss_cls: 1.0292, loss: 1.0292, grad_norm: 7.1690 2021-02-08 03:18:59,664 - mmaction - INFO - Epoch [93][3400/3757] lr: 1.000e-05, eta: 7:17:33, time: 1.212, data_time: 0.003, memory: 7633, top1_acc: 0.7320, top5_acc: 0.8883, loss_cls: 1.0752, loss: 1.0752, grad_norm: 7.0780 2021-02-08 03:19:35,495 - mmaction - INFO - Epoch [93][3420/3757] lr: 1.000e-05, eta: 7:17:15, time: 1.780, data_time: 0.260, memory: 7633, top1_acc: 0.7203, top5_acc: 0.9055, loss_cls: 1.0768, loss: 1.0768, grad_norm: 7.3091 2021-02-08 03:20:00,393 - mmaction - INFO - Epoch [93][3440/3757] lr: 1.000e-05, eta: 7:16:56, time: 1.260, data_time: 0.017, memory: 7633, top1_acc: 0.7461, top5_acc: 0.9125, loss_cls: 1.0026, loss: 1.0026, grad_norm: 7.1097 2021-02-08 03:20:30,043 - mmaction - INFO - Epoch [93][3460/3757] lr: 1.000e-05, eta: 7:16:37, time: 1.483, data_time: 0.009, memory: 7633, top1_acc: 0.7180, top5_acc: 0.8891, loss_cls: 1.1207, loss: 1.1207, grad_norm: 7.2428 2021-02-08 03:21:57,423 - mmaction - INFO - Epoch [93][3480/3757] lr: 1.000e-05, eta: 7:16:24, time: 4.369, data_time: 0.006, memory: 7633, top1_acc: 0.7398, top5_acc: 0.9070, loss_cls: 1.0027, loss: 1.0027, grad_norm: 6.8605 2021-02-08 03:23:08,665 - mmaction - INFO - Epoch [93][3500/3757] lr: 1.000e-05, eta: 7:16:09, time: 3.562, data_time: 2.249, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9141, loss_cls: 1.0064, loss: 1.0064, grad_norm: 6.8328 2021-02-08 03:24:28,401 - mmaction - INFO - Epoch [93][3520/3757] lr: 1.000e-05, eta: 7:15:56, time: 3.987, data_time: 1.548, memory: 7633, top1_acc: 0.7320, top5_acc: 0.8828, loss_cls: 1.0970, loss: 1.0970, grad_norm: 7.1371 2021-02-08 03:25:21,688 - mmaction - INFO - Epoch [93][3540/3757] lr: 1.000e-05, eta: 7:15:39, time: 2.664, data_time: 0.001, memory: 7633, top1_acc: 0.7594, top5_acc: 0.9172, loss_cls: 0.9521, loss: 0.9521, grad_norm: 6.7981 2021-02-08 03:26:54,698 - mmaction - INFO - Epoch [93][3560/3757] lr: 1.000e-05, eta: 7:15:27, time: 4.651, data_time: 1.163, memory: 7633, top1_acc: 0.7430, top5_acc: 0.8992, loss_cls: 1.0213, loss: 1.0213, grad_norm: 6.8727 2021-02-08 03:27:48,079 - mmaction - INFO - Epoch [93][3580/3757] lr: 1.000e-05, eta: 7:15:10, time: 2.669, data_time: 0.001, memory: 7633, top1_acc: 0.7789, top5_acc: 0.9102, loss_cls: 0.9158, loss: 0.9158, grad_norm: 6.5821 2021-02-08 03:30:37,487 - mmaction - INFO - Epoch [93][3600/3757] lr: 1.000e-05, eta: 7:15:06, time: 8.470, data_time: 0.001, memory: 7633, top1_acc: 0.7344, top5_acc: 0.8930, loss_cls: 1.0707, loss: 1.0707, grad_norm: 7.1729 2021-02-08 03:32:56,613 - mmaction - INFO - Epoch [93][3620/3757] lr: 1.000e-05, eta: 7:14:58, time: 6.956, data_time: 0.001, memory: 7633, top1_acc: 0.7578, top5_acc: 0.9094, loss_cls: 0.9576, loss: 0.9576, grad_norm: 6.6960 2021-02-08 03:34:33,673 - mmaction - INFO - Epoch [93][3640/3757] lr: 1.000e-05, eta: 7:14:46, time: 4.853, data_time: 0.690, memory: 7633, top1_acc: 0.7391, top5_acc: 0.9086, loss_cls: 1.0207, loss: 1.0207, grad_norm: 6.8868 2021-02-08 03:35:43,982 - mmaction - INFO - Epoch [93][3660/3757] lr: 1.000e-05, eta: 7:14:31, time: 3.516, data_time: 1.041, memory: 7633, top1_acc: 0.7320, top5_acc: 0.9000, loss_cls: 1.0747, loss: 1.0747, grad_norm: 6.9907 2021-02-08 03:36:33,035 - mmaction - INFO - Epoch [93][3680/3757] lr: 1.000e-05, eta: 7:14:14, time: 2.452, data_time: 0.906, memory: 7633, top1_acc: 0.7508, top5_acc: 0.8961, loss_cls: 1.0111, loss: 1.0111, grad_norm: 7.0440 2021-02-08 03:37:31,511 - mmaction - INFO - Epoch [93][3700/3757] lr: 1.000e-05, eta: 7:13:58, time: 2.924, data_time: 1.178, memory: 7633, top1_acc: 0.7695, top5_acc: 0.9203, loss_cls: 0.9249, loss: 0.9249, grad_norm: 6.7025 2021-02-08 03:38:41,768 - mmaction - INFO - Epoch [93][3720/3757] lr: 1.000e-05, eta: 7:13:43, time: 3.510, data_time: 1.401, memory: 7633, top1_acc: 0.7438, top5_acc: 0.8953, loss_cls: 1.0393, loss: 1.0393, grad_norm: 7.0415 2021-02-08 03:39:28,997 - mmaction - INFO - Epoch [93][3740/3757] lr: 1.000e-05, eta: 7:13:26, time: 2.363, data_time: 0.003, memory: 7633, top1_acc: 0.7523, top5_acc: 0.8938, loss_cls: 1.0393, loss: 1.0393, grad_norm: 7.0086 2021-02-08 03:40:07,542 - mmaction - INFO - Saving checkpoint at 93 epochs 2021-02-08 03:41:49,928 - mmaction - INFO - Epoch [94][20/3757] lr: 1.000e-05, eta: 7:12:56, time: 5.038, data_time: 4.590, memory: 7633, top1_acc: 0.7422, top5_acc: 0.9133, loss_cls: 1.0068, loss: 1.0068, grad_norm: 7.0108 2021-02-08 03:41:58,673 - mmaction - INFO - Epoch [94][40/3757] lr: 1.000e-05, eta: 7:12:35, time: 0.437, data_time: 0.004, memory: 7633, top1_acc: 0.7680, top5_acc: 0.9109, loss_cls: 0.9617, loss: 0.9617, grad_norm: 6.7609 2021-02-08 03:42:07,381 - mmaction - INFO - Epoch [94][60/3757] lr: 1.000e-05, eta: 7:12:14, time: 0.435, data_time: 0.000, memory: 7633, top1_acc: 0.7445, top5_acc: 0.8992, loss_cls: 1.0106, loss: 1.0106, grad_norm: 6.8319 2021-02-08 03:42:16,157 - mmaction - INFO - Epoch [94][80/3757] lr: 1.000e-05, eta: 7:11:53, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7453, top5_acc: 0.8992, loss_cls: 1.0579, loss: 1.0579, grad_norm: 6.9636 2021-02-08 03:42:24,887 - mmaction - INFO - Epoch [94][100/3757] lr: 1.000e-05, eta: 7:11:33, time: 0.437, data_time: 0.000, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9062, loss_cls: 1.0132, loss: 1.0132, grad_norm: 6.9864 2021-02-08 03:42:33,620 - mmaction - INFO - Epoch [94][120/3757] lr: 1.000e-05, eta: 7:11:12, time: 0.437, data_time: 0.000, memory: 7633, top1_acc: 0.7516, top5_acc: 0.9055, loss_cls: 0.9977, loss: 0.9977, grad_norm: 6.9838 2021-02-08 03:42:42,353 - mmaction - INFO - Epoch [94][140/3757] lr: 1.000e-05, eta: 7:10:51, time: 0.436, data_time: 0.000, memory: 7633, top1_acc: 0.7516, top5_acc: 0.8930, loss_cls: 1.0754, loss: 1.0754, grad_norm: 7.0450 2021-02-08 03:42:51,131 - mmaction - INFO - Epoch [94][160/3757] lr: 1.000e-05, eta: 7:10:30, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7344, top5_acc: 0.8984, loss_cls: 1.0328, loss: 1.0328, grad_norm: 6.8112 2021-02-08 03:42:59,902 - mmaction - INFO - Epoch [94][180/3757] lr: 1.000e-05, eta: 7:10:09, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7219, top5_acc: 0.8984, loss_cls: 1.0466, loss: 1.0466, grad_norm: 7.0165 2021-02-08 03:43:08,714 - mmaction - INFO - Epoch [94][200/3757] lr: 1.000e-05, eta: 7:09:48, time: 0.441, data_time: 0.003, memory: 7633, top1_acc: 0.7375, top5_acc: 0.9172, loss_cls: 1.0025, loss: 1.0025, grad_norm: 7.0147 2021-02-08 03:43:17,485 - mmaction - INFO - Epoch [94][220/3757] lr: 1.000e-05, eta: 7:09:28, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7336, top5_acc: 0.9102, loss_cls: 1.0317, loss: 1.0317, grad_norm: 7.2150 2021-02-08 03:43:26,260 - mmaction - INFO - Epoch [94][240/3757] lr: 1.000e-05, eta: 7:09:07, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7516, top5_acc: 0.8961, loss_cls: 1.0182, loss: 1.0182, grad_norm: 6.7564 2021-02-08 03:43:35,013 - mmaction - INFO - Epoch [94][260/3757] lr: 1.000e-05, eta: 7:08:46, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9148, loss_cls: 0.9299, loss: 0.9299, grad_norm: 6.8833 2021-02-08 03:43:43,787 - mmaction - INFO - Epoch [94][280/3757] lr: 1.000e-05, eta: 7:08:25, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9055, loss_cls: 0.9848, loss: 0.9848, grad_norm: 6.7659 2021-02-08 03:43:52,551 - mmaction - INFO - Epoch [94][300/3757] lr: 1.000e-05, eta: 7:08:04, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7328, top5_acc: 0.8914, loss_cls: 1.0654, loss: 1.0654, grad_norm: 7.0407 2021-02-08 03:44:01,333 - mmaction - INFO - Epoch [94][320/3757] lr: 1.000e-05, eta: 7:07:43, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7305, top5_acc: 0.8812, loss_cls: 1.1031, loss: 1.1031, grad_norm: 7.2179 2021-02-08 03:44:10,127 - mmaction - INFO - Epoch [94][340/3757] lr: 1.000e-05, eta: 7:07:23, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7336, top5_acc: 0.9070, loss_cls: 1.0261, loss: 1.0261, grad_norm: 7.1238 2021-02-08 03:44:18,932 - mmaction - INFO - Epoch [94][360/3757] lr: 1.000e-05, eta: 7:07:02, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1388, loss: 1.1388, grad_norm: 7.3834 2021-02-08 03:44:27,757 - mmaction - INFO - Epoch [94][380/3757] lr: 1.000e-05, eta: 7:06:41, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9432, loss: 0.9432, grad_norm: 6.7918 2021-02-08 03:44:36,544 - mmaction - INFO - Epoch [94][400/3757] lr: 1.000e-05, eta: 7:06:20, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7625, top5_acc: 0.8984, loss_cls: 0.9902, loss: 0.9902, grad_norm: 6.7695 2021-02-08 03:44:45,352 - mmaction - INFO - Epoch [94][420/3757] lr: 1.000e-05, eta: 7:05:59, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7367, top5_acc: 0.9031, loss_cls: 1.0432, loss: 1.0432, grad_norm: 7.0701 2021-02-08 03:44:54,180 - mmaction - INFO - Epoch [94][440/3757] lr: 1.000e-05, eta: 7:05:38, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7227, top5_acc: 0.8820, loss_cls: 1.1278, loss: 1.1278, grad_norm: 7.2807 2021-02-08 03:45:03,009 - mmaction - INFO - Epoch [94][460/3757] lr: 1.000e-05, eta: 7:05:18, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7492, top5_acc: 0.8930, loss_cls: 1.0674, loss: 1.0674, grad_norm: 6.8098 2021-02-08 03:45:11,830 - mmaction - INFO - Epoch [94][480/3757] lr: 1.000e-05, eta: 7:04:57, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7477, top5_acc: 0.8992, loss_cls: 1.0242, loss: 1.0242, grad_norm: 6.8931 2021-02-08 03:45:20,603 - mmaction - INFO - Epoch [94][500/3757] lr: 1.000e-05, eta: 7:04:36, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7242, top5_acc: 0.8859, loss_cls: 1.1224, loss: 1.1224, grad_norm: 7.2187 2021-02-08 03:45:29,432 - mmaction - INFO - Epoch [94][520/3757] lr: 1.000e-05, eta: 7:04:15, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7656, top5_acc: 0.9148, loss_cls: 0.9332, loss: 0.9332, grad_norm: 6.6109 2021-02-08 03:45:38,246 - mmaction - INFO - Epoch [94][540/3757] lr: 1.000e-05, eta: 7:03:54, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7516, top5_acc: 0.9031, loss_cls: 0.9907, loss: 0.9907, grad_norm: 6.9377 2021-02-08 03:45:47,113 - mmaction - INFO - Epoch [94][560/3757] lr: 1.000e-05, eta: 7:03:34, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0526, loss: 1.0526, grad_norm: 7.2143 2021-02-08 03:45:55,989 - mmaction - INFO - Epoch [94][580/3757] lr: 1.000e-05, eta: 7:03:13, time: 0.444, data_time: 0.002, memory: 7633, top1_acc: 0.7133, top5_acc: 0.9047, loss_cls: 1.0829, loss: 1.0829, grad_norm: 7.3923 2021-02-08 03:46:04,793 - mmaction - INFO - Epoch [94][600/3757] lr: 1.000e-05, eta: 7:02:52, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7586, top5_acc: 0.9016, loss_cls: 0.9909, loss: 0.9909, grad_norm: 6.8185 2021-02-08 03:46:13,643 - mmaction - INFO - Epoch [94][620/3757] lr: 1.000e-05, eta: 7:02:31, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.0753, loss: 1.0753, grad_norm: 7.1936 2021-02-08 03:46:22,460 - mmaction - INFO - Epoch [94][640/3757] lr: 1.000e-05, eta: 7:02:10, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9109, loss_cls: 0.9840, loss: 0.9840, grad_norm: 6.7592 2021-02-08 03:46:31,267 - mmaction - INFO - Epoch [94][660/3757] lr: 1.000e-05, eta: 7:01:50, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7398, top5_acc: 0.9031, loss_cls: 1.0477, loss: 1.0477, grad_norm: 6.8963 2021-02-08 03:46:40,090 - mmaction - INFO - Epoch [94][680/3757] lr: 1.000e-05, eta: 7:01:29, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.0857, loss: 1.0857, grad_norm: 7.0229 2021-02-08 03:46:48,894 - mmaction - INFO - Epoch [94][700/3757] lr: 1.000e-05, eta: 7:01:08, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7250, top5_acc: 0.8992, loss_cls: 1.0646, loss: 1.0646, grad_norm: 7.0812 2021-02-08 03:46:57,697 - mmaction - INFO - Epoch [94][720/3757] lr: 1.000e-05, eta: 7:00:47, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7430, top5_acc: 0.8961, loss_cls: 1.0277, loss: 1.0277, grad_norm: 6.7053 2021-02-08 03:47:06,517 - mmaction - INFO - Epoch [94][740/3757] lr: 1.000e-05, eta: 7:00:26, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7664, top5_acc: 0.9148, loss_cls: 0.9624, loss: 0.9624, grad_norm: 6.7543 2021-02-08 03:47:15,395 - mmaction - INFO - Epoch [94][760/3757] lr: 1.000e-05, eta: 7:00:06, time: 0.445, data_time: 0.001, memory: 7633, top1_acc: 0.7195, top5_acc: 0.8938, loss_cls: 1.1250, loss: 1.1250, grad_norm: 7.1015 2021-02-08 03:47:24,249 - mmaction - INFO - Epoch [94][780/3757] lr: 1.000e-05, eta: 6:59:45, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7422, top5_acc: 0.9180, loss_cls: 0.9928, loss: 0.9928, grad_norm: 6.8308 2021-02-08 03:47:33,047 - mmaction - INFO - Epoch [94][800/3757] lr: 1.000e-05, eta: 6:59:24, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7133, top5_acc: 0.8945, loss_cls: 1.1487, loss: 1.1487, grad_norm: 7.3919 2021-02-08 03:47:41,857 - mmaction - INFO - Epoch [94][820/3757] lr: 1.000e-05, eta: 6:59:03, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7375, top5_acc: 0.8891, loss_cls: 1.0988, loss: 1.0988, grad_norm: 7.0974 2021-02-08 03:47:50,679 - mmaction - INFO - Epoch [94][840/3757] lr: 1.000e-05, eta: 6:58:43, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7523, top5_acc: 0.9062, loss_cls: 0.9901, loss: 0.9901, grad_norm: 6.9051 2021-02-08 03:47:59,512 - mmaction - INFO - Epoch [94][860/3757] lr: 1.000e-05, eta: 6:58:22, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7289, top5_acc: 0.8938, loss_cls: 1.1043, loss: 1.1043, grad_norm: 7.2425 2021-02-08 03:48:08,376 - mmaction - INFO - Epoch [94][880/3757] lr: 1.000e-05, eta: 6:58:01, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7844, top5_acc: 0.9133, loss_cls: 0.9279, loss: 0.9279, grad_norm: 6.6835 2021-02-08 03:48:17,181 - mmaction - INFO - Epoch [94][900/3757] lr: 1.000e-05, eta: 6:57:40, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7516, top5_acc: 0.9047, loss_cls: 1.0230, loss: 1.0230, grad_norm: 6.8060 2021-02-08 03:48:26,031 - mmaction - INFO - Epoch [94][920/3757] lr: 1.000e-05, eta: 6:57:20, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 0.9928, loss: 0.9928, grad_norm: 6.8955 2021-02-08 03:48:34,826 - mmaction - INFO - Epoch [94][940/3757] lr: 1.000e-05, eta: 6:56:59, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7117, top5_acc: 0.8820, loss_cls: 1.1648, loss: 1.1648, grad_norm: 7.3109 2021-02-08 03:48:43,687 - mmaction - INFO - Epoch [94][960/3757] lr: 1.000e-05, eta: 6:56:38, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9031, loss_cls: 1.0396, loss: 1.0396, grad_norm: 6.9894 2021-02-08 03:48:52,450 - mmaction - INFO - Epoch [94][980/3757] lr: 1.000e-05, eta: 6:56:17, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9039, loss_cls: 1.0215, loss: 1.0215, grad_norm: 7.1271 2021-02-08 03:49:01,294 - mmaction - INFO - Epoch [94][1000/3757] lr: 1.000e-05, eta: 6:55:56, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7297, top5_acc: 0.9000, loss_cls: 1.0554, loss: 1.0554, grad_norm: 7.0877 2021-02-08 03:49:10,135 - mmaction - INFO - Epoch [94][1020/3757] lr: 1.000e-05, eta: 6:55:36, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7211, top5_acc: 0.9000, loss_cls: 1.0900, loss: 1.0900, grad_norm: 7.2218 2021-02-08 03:49:18,984 - mmaction - INFO - Epoch [94][1040/3757] lr: 1.000e-05, eta: 6:55:15, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7344, top5_acc: 0.8883, loss_cls: 1.0870, loss: 1.0870, grad_norm: 7.0885 2021-02-08 03:49:27,829 - mmaction - INFO - Epoch [94][1060/3757] lr: 1.000e-05, eta: 6:54:54, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8992, loss_cls: 1.0454, loss: 1.0454, grad_norm: 7.0474 2021-02-08 03:49:36,613 - mmaction - INFO - Epoch [94][1080/3757] lr: 1.000e-05, eta: 6:54:33, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7234, top5_acc: 0.8992, loss_cls: 1.0941, loss: 1.0941, grad_norm: 7.2703 2021-02-08 03:49:45,452 - mmaction - INFO - Epoch [94][1100/3757] lr: 1.000e-05, eta: 6:54:13, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7508, top5_acc: 0.8945, loss_cls: 1.0189, loss: 1.0189, grad_norm: 7.0767 2021-02-08 03:49:54,307 - mmaction - INFO - Epoch [94][1120/3757] lr: 1.000e-05, eta: 6:53:52, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7445, top5_acc: 0.8969, loss_cls: 1.0356, loss: 1.0356, grad_norm: 6.8496 2021-02-08 03:50:03,143 - mmaction - INFO - Epoch [94][1140/3757] lr: 1.000e-05, eta: 6:53:31, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7539, top5_acc: 0.9195, loss_cls: 0.9573, loss: 0.9573, grad_norm: 6.9200 2021-02-08 03:50:12,675 - mmaction - INFO - Epoch [94][1160/3757] lr: 1.000e-05, eta: 6:53:11, time: 0.476, data_time: 0.000, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9227, loss_cls: 0.9560, loss: 0.9560, grad_norm: 6.8513 2021-02-08 03:50:21,866 - mmaction - INFO - Epoch [94][1180/3757] lr: 1.000e-05, eta: 6:52:50, time: 0.460, data_time: 0.001, memory: 7633, top1_acc: 0.7508, top5_acc: 0.8992, loss_cls: 1.0112, loss: 1.0112, grad_norm: 6.9657 2021-02-08 03:50:30,909 - mmaction - INFO - Epoch [94][1200/3757] lr: 1.000e-05, eta: 6:52:29, time: 0.452, data_time: 0.000, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9023, loss_cls: 1.0521, loss: 1.0521, grad_norm: 6.9744 2021-02-08 03:50:39,974 - mmaction - INFO - Epoch [94][1220/3757] lr: 1.000e-05, eta: 6:52:08, time: 0.453, data_time: 0.001, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 0.9806, loss: 0.9806, grad_norm: 7.0707 2021-02-08 03:50:49,210 - mmaction - INFO - Epoch [94][1240/3757] lr: 1.000e-05, eta: 6:51:48, time: 0.461, data_time: 0.001, memory: 7633, top1_acc: 0.7570, top5_acc: 0.8984, loss_cls: 1.0295, loss: 1.0295, grad_norm: 6.9660 2021-02-08 03:50:58,791 - mmaction - INFO - Epoch [94][1260/3757] lr: 1.000e-05, eta: 6:51:27, time: 0.478, data_time: 0.003, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9086, loss_cls: 0.9817, loss: 0.9817, grad_norm: 6.8235 2021-02-08 03:51:24,490 - mmaction - INFO - Epoch [94][1280/3757] lr: 1.000e-05, eta: 6:51:08, time: 1.285, data_time: 0.797, memory: 7633, top1_acc: 0.7336, top5_acc: 0.8875, loss_cls: 1.0804, loss: 1.0804, grad_norm: 7.1698 2021-02-08 03:51:45,134 - mmaction - INFO - Epoch [94][1300/3757] lr: 1.000e-05, eta: 6:50:48, time: 1.033, data_time: 0.003, memory: 7633, top1_acc: 0.7703, top5_acc: 0.9148, loss_cls: 0.9535, loss: 0.9535, grad_norm: 6.7353 2021-02-08 03:51:55,425 - mmaction - INFO - Epoch [94][1320/3757] lr: 1.000e-05, eta: 6:50:28, time: 0.515, data_time: 0.001, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8891, loss_cls: 1.0860, loss: 1.0860, grad_norm: 7.1355 2021-02-08 03:52:05,712 - mmaction - INFO - Epoch [94][1340/3757] lr: 1.000e-05, eta: 6:50:07, time: 0.513, data_time: 0.001, memory: 7633, top1_acc: 0.7344, top5_acc: 0.9008, loss_cls: 1.0484, loss: 1.0484, grad_norm: 7.0703 2021-02-08 03:52:16,617 - mmaction - INFO - Epoch [94][1360/3757] lr: 1.000e-05, eta: 6:49:46, time: 0.547, data_time: 0.002, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9055, loss_cls: 0.9948, loss: 0.9948, grad_norm: 6.9882 2021-02-08 03:52:37,104 - mmaction - INFO - Epoch [94][1380/3757] lr: 1.000e-05, eta: 6:49:27, time: 1.021, data_time: 0.001, memory: 7633, top1_acc: 0.7602, top5_acc: 0.9180, loss_cls: 0.9384, loss: 0.9384, grad_norm: 6.7327 2021-02-08 03:53:23,867 - mmaction - INFO - Epoch [94][1400/3757] lr: 1.000e-05, eta: 6:49:10, time: 2.340, data_time: 0.005, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9039, loss_cls: 0.9995, loss: 0.9995, grad_norm: 6.8421 2021-02-08 03:53:51,473 - mmaction - INFO - Epoch [94][1420/3757] lr: 1.000e-05, eta: 6:48:51, time: 1.373, data_time: 0.011, memory: 7633, top1_acc: 0.7344, top5_acc: 0.8984, loss_cls: 1.0698, loss: 1.0698, grad_norm: 7.1294 2021-02-08 03:54:24,902 - mmaction - INFO - Epoch [94][1440/3757] lr: 1.000e-05, eta: 6:48:32, time: 1.672, data_time: 0.016, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8969, loss_cls: 1.0190, loss: 1.0190, grad_norm: 6.8951 2021-02-08 03:55:00,156 - mmaction - INFO - Epoch [94][1460/3757] lr: 1.000e-05, eta: 6:48:14, time: 1.767, data_time: 0.015, memory: 7633, top1_acc: 0.7328, top5_acc: 0.8828, loss_cls: 1.1163, loss: 1.1163, grad_norm: 7.2162 2021-02-08 03:55:19,232 - mmaction - INFO - Epoch [94][1480/3757] lr: 1.000e-05, eta: 6:47:54, time: 0.957, data_time: 0.012, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9055, loss_cls: 1.0438, loss: 1.0438, grad_norm: 7.1166 2021-02-08 03:56:13,910 - mmaction - INFO - Epoch [94][1500/3757] lr: 1.000e-05, eta: 6:47:38, time: 2.734, data_time: 0.592, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9016, loss_cls: 1.0246, loss: 1.0246, grad_norm: 6.9042 2021-02-08 03:56:22,650 - mmaction - INFO - Epoch [94][1520/3757] lr: 1.000e-05, eta: 6:47:17, time: 0.437, data_time: 0.000, memory: 7633, top1_acc: 0.7367, top5_acc: 0.8930, loss_cls: 1.0596, loss: 1.0596, grad_norm: 7.0587 2021-02-08 03:56:48,770 - mmaction - INFO - Epoch [94][1540/3757] lr: 1.000e-05, eta: 6:46:58, time: 1.306, data_time: 0.001, memory: 7633, top1_acc: 0.7320, top5_acc: 0.8859, loss_cls: 1.1128, loss: 1.1128, grad_norm: 7.0032 2021-02-08 03:56:57,498 - mmaction - INFO - Epoch [94][1560/3757] lr: 1.000e-05, eta: 6:46:37, time: 0.436, data_time: 0.000, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9000, loss_cls: 1.0543, loss: 1.0543, grad_norm: 7.1148 2021-02-08 03:57:06,204 - mmaction - INFO - Epoch [94][1580/3757] lr: 1.000e-05, eta: 6:46:16, time: 0.436, data_time: 0.001, memory: 7633, top1_acc: 0.7375, top5_acc: 0.8977, loss_cls: 1.0571, loss: 1.0571, grad_norm: 7.1598 2021-02-08 03:57:14,924 - mmaction - INFO - Epoch [94][1600/3757] lr: 1.000e-05, eta: 6:45:56, time: 0.436, data_time: 0.000, memory: 7633, top1_acc: 0.7570, top5_acc: 0.8992, loss_cls: 1.0139, loss: 1.0139, grad_norm: 7.0997 2021-02-08 03:57:23,663 - mmaction - INFO - Epoch [94][1620/3757] lr: 1.000e-05, eta: 6:45:35, time: 0.437, data_time: 0.000, memory: 7633, top1_acc: 0.7445, top5_acc: 0.9008, loss_cls: 1.0166, loss: 1.0166, grad_norm: 7.0391 2021-02-08 03:57:32,414 - mmaction - INFO - Epoch [94][1640/3757] lr: 1.000e-05, eta: 6:45:14, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7461, top5_acc: 0.8961, loss_cls: 1.0204, loss: 1.0204, grad_norm: 6.7979 2021-02-08 03:57:41,150 - mmaction - INFO - Epoch [94][1660/3757] lr: 1.000e-05, eta: 6:44:53, time: 0.437, data_time: 0.000, memory: 7633, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.1263, loss: 1.1263, grad_norm: 7.2633 2021-02-08 03:57:49,911 - mmaction - INFO - Epoch [94][1680/3757] lr: 1.000e-05, eta: 6:44:33, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8883, loss_cls: 1.0931, loss: 1.0931, grad_norm: 7.0977 2021-02-08 03:58:10,766 - mmaction - INFO - Epoch [94][1700/3757] lr: 1.000e-05, eta: 6:44:13, time: 1.043, data_time: 0.000, memory: 7633, top1_acc: 0.7375, top5_acc: 0.8930, loss_cls: 1.0570, loss: 1.0570, grad_norm: 6.9952 2021-02-08 03:58:24,978 - mmaction - INFO - Epoch [94][1720/3757] lr: 1.000e-05, eta: 6:43:53, time: 0.711, data_time: 0.270, memory: 7633, top1_acc: 0.7398, top5_acc: 0.9047, loss_cls: 1.0312, loss: 1.0312, grad_norm: 7.1832 2021-02-08 03:58:50,145 - mmaction - INFO - Epoch [94][1740/3757] lr: 1.000e-05, eta: 6:43:34, time: 1.258, data_time: 0.000, memory: 7633, top1_acc: 0.7297, top5_acc: 0.8984, loss_cls: 1.0505, loss: 1.0505, grad_norm: 7.0583 2021-02-08 03:58:58,870 - mmaction - INFO - Epoch [94][1760/3757] lr: 1.000e-05, eta: 6:43:13, time: 0.436, data_time: 0.000, memory: 7633, top1_acc: 0.7430, top5_acc: 0.8984, loss_cls: 1.0695, loss: 1.0695, grad_norm: 6.9388 2021-02-08 03:59:38,098 - mmaction - INFO - Epoch [94][1780/3757] lr: 1.000e-05, eta: 6:42:55, time: 1.962, data_time: 0.001, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9055, loss_cls: 0.9996, loss: 0.9996, grad_norm: 6.7905 2021-02-08 04:00:01,597 - mmaction - INFO - Epoch [94][1800/3757] lr: 1.000e-05, eta: 6:42:36, time: 1.175, data_time: 0.000, memory: 7633, top1_acc: 0.7391, top5_acc: 0.8914, loss_cls: 1.0765, loss: 1.0765, grad_norm: 7.2718 2021-02-08 04:00:44,114 - mmaction - INFO - Epoch [94][1820/3757] lr: 1.000e-05, eta: 6:42:18, time: 2.126, data_time: 0.000, memory: 7633, top1_acc: 0.7523, top5_acc: 0.9055, loss_cls: 1.0271, loss: 1.0271, grad_norm: 6.9140 2021-02-08 04:01:07,015 - mmaction - INFO - Epoch [94][1840/3757] lr: 1.000e-05, eta: 6:41:58, time: 1.145, data_time: 0.001, memory: 7633, top1_acc: 0.7227, top5_acc: 0.8852, loss_cls: 1.1059, loss: 1.1059, grad_norm: 7.2448 2021-02-08 04:01:46,894 - mmaction - INFO - Epoch [94][1860/3757] lr: 1.000e-05, eta: 6:41:41, time: 1.994, data_time: 0.001, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9070, loss_cls: 0.9870, loss: 0.9870, grad_norm: 6.8313 2021-02-08 04:02:13,019 - mmaction - INFO - Epoch [94][1880/3757] lr: 1.000e-05, eta: 6:41:21, time: 1.306, data_time: 0.000, memory: 7633, top1_acc: 0.7383, top5_acc: 0.8984, loss_cls: 1.0714, loss: 1.0714, grad_norm: 7.1333 2021-02-08 04:02:59,314 - mmaction - INFO - Epoch [94][1900/3757] lr: 1.000e-05, eta: 6:41:04, time: 2.315, data_time: 0.001, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8906, loss_cls: 1.0718, loss: 1.0718, grad_norm: 7.0673 2021-02-08 04:03:14,243 - mmaction - INFO - Epoch [94][1920/3757] lr: 1.000e-05, eta: 6:40:44, time: 0.746, data_time: 0.001, memory: 7633, top1_acc: 0.7352, top5_acc: 0.8977, loss_cls: 1.0285, loss: 1.0285, grad_norm: 7.0281 2021-02-08 04:03:59,132 - mmaction - INFO - Epoch [94][1940/3757] lr: 1.000e-05, eta: 6:40:27, time: 2.245, data_time: 0.747, memory: 7633, top1_acc: 0.7492, top5_acc: 0.8969, loss_cls: 1.0454, loss: 1.0454, grad_norm: 6.8227 2021-02-08 04:04:26,128 - mmaction - INFO - Epoch [94][1960/3757] lr: 1.000e-05, eta: 6:40:07, time: 1.348, data_time: 0.001, memory: 7633, top1_acc: 0.7547, top5_acc: 0.9047, loss_cls: 1.0214, loss: 1.0214, grad_norm: 7.0011 2021-02-08 04:05:14,813 - mmaction - INFO - Epoch [94][1980/3757] lr: 1.000e-05, eta: 6:39:50, time: 2.433, data_time: 0.005, memory: 7633, top1_acc: 0.7359, top5_acc: 0.9062, loss_cls: 1.0411, loss: 1.0411, grad_norm: 7.1924 2021-02-08 04:05:42,973 - mmaction - INFO - Epoch [94][2000/3757] lr: 1.000e-05, eta: 6:39:31, time: 1.407, data_time: 0.009, memory: 7633, top1_acc: 0.7406, top5_acc: 0.9047, loss_cls: 1.0033, loss: 1.0033, grad_norm: 7.1842 2021-02-08 04:06:26,905 - mmaction - INFO - Epoch [94][2020/3757] lr: 1.000e-05, eta: 6:39:14, time: 2.201, data_time: 0.010, memory: 7633, top1_acc: 0.7344, top5_acc: 0.8906, loss_cls: 1.0741, loss: 1.0741, grad_norm: 6.9237 2021-02-08 04:07:00,015 - mmaction - INFO - Epoch [94][2040/3757] lr: 1.000e-05, eta: 6:38:55, time: 1.652, data_time: 0.004, memory: 7633, top1_acc: 0.7578, top5_acc: 0.8945, loss_cls: 1.0067, loss: 1.0067, grad_norm: 6.7029 2021-02-08 04:07:31,589 - mmaction - INFO - Epoch [94][2060/3757] lr: 1.000e-05, eta: 6:38:37, time: 1.577, data_time: 0.009, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9016, loss_cls: 1.0399, loss: 1.0399, grad_norm: 6.9057 2021-02-08 04:07:56,027 - mmaction - INFO - Epoch [94][2080/3757] lr: 1.000e-05, eta: 6:38:17, time: 1.227, data_time: 0.008, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8969, loss_cls: 1.0305, loss: 1.0305, grad_norm: 6.9871 2021-02-08 04:08:23,252 - mmaction - INFO - Epoch [94][2100/3757] lr: 1.000e-05, eta: 6:37:58, time: 1.361, data_time: 0.001, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8984, loss_cls: 1.0790, loss: 1.0790, grad_norm: 7.0752 2021-02-08 04:08:54,332 - mmaction - INFO - Epoch [94][2120/3757] lr: 1.000e-05, eta: 6:37:40, time: 1.553, data_time: 0.634, memory: 7633, top1_acc: 0.7672, top5_acc: 0.9023, loss_cls: 0.9860, loss: 0.9860, grad_norm: 6.9993 2021-02-08 04:09:03,182 - mmaction - INFO - Epoch [94][2140/3757] lr: 1.000e-05, eta: 6:37:19, time: 0.443, data_time: 0.002, memory: 7633, top1_acc: 0.7305, top5_acc: 0.8883, loss_cls: 1.1098, loss: 1.1098, grad_norm: 7.2783 2021-02-08 04:09:35,573 - mmaction - INFO - Epoch [94][2160/3757] lr: 1.000e-05, eta: 6:37:00, time: 1.620, data_time: 0.001, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9055, loss_cls: 1.0123, loss: 1.0123, grad_norm: 7.0246 2021-02-08 04:09:44,443 - mmaction - INFO - Epoch [94][2180/3757] lr: 1.000e-05, eta: 6:36:40, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7383, top5_acc: 0.8914, loss_cls: 1.0772, loss: 1.0772, grad_norm: 7.2339 2021-02-08 04:10:49,203 - mmaction - INFO - Epoch [94][2200/3757] lr: 1.000e-05, eta: 6:36:24, time: 3.238, data_time: 0.912, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9008, loss_cls: 1.0251, loss: 1.0251, grad_norm: 6.9496 2021-02-08 04:10:57,966 - mmaction - INFO - Epoch [94][2220/3757] lr: 1.000e-05, eta: 6:36:03, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7523, top5_acc: 0.8961, loss_cls: 1.0251, loss: 1.0251, grad_norm: 6.9924 2021-02-08 04:11:21,793 - mmaction - INFO - Epoch [94][2240/3757] lr: 1.000e-05, eta: 6:35:44, time: 1.191, data_time: 0.750, memory: 7633, top1_acc: 0.7680, top5_acc: 0.8945, loss_cls: 1.0076, loss: 1.0076, grad_norm: 6.7608 2021-02-08 04:11:44,903 - mmaction - INFO - Epoch [94][2260/3757] lr: 1.000e-05, eta: 6:35:24, time: 1.155, data_time: 0.000, memory: 7633, top1_acc: 0.7391, top5_acc: 0.8992, loss_cls: 1.0244, loss: 1.0244, grad_norm: 7.0386 2021-02-08 04:11:53,753 - mmaction - INFO - Epoch [94][2280/3757] lr: 1.000e-05, eta: 6:35:04, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.0889, loss: 1.0889, grad_norm: 7.0783 2021-02-08 04:12:33,292 - mmaction - INFO - Epoch [94][2300/3757] lr: 1.000e-05, eta: 6:34:46, time: 1.976, data_time: 0.774, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9055, loss_cls: 0.9817, loss: 0.9817, grad_norm: 6.8140 2021-02-08 04:12:52,620 - mmaction - INFO - Epoch [94][2320/3757] lr: 1.000e-05, eta: 6:34:26, time: 0.967, data_time: 0.002, memory: 7633, top1_acc: 0.7367, top5_acc: 0.9062, loss_cls: 1.0489, loss: 1.0489, grad_norm: 6.9939 2021-02-08 04:13:27,281 - mmaction - INFO - Epoch [94][2340/3757] lr: 1.000e-05, eta: 6:34:07, time: 1.733, data_time: 1.294, memory: 7633, top1_acc: 0.7445, top5_acc: 0.9000, loss_cls: 1.0423, loss: 1.0423, grad_norm: 6.8977 2021-02-08 04:14:03,065 - mmaction - INFO - Epoch [94][2360/3757] lr: 1.000e-05, eta: 6:33:49, time: 1.788, data_time: 0.000, memory: 7633, top1_acc: 0.7391, top5_acc: 0.8977, loss_cls: 1.0430, loss: 1.0430, grad_norm: 7.1084 2021-02-08 04:14:11,805 - mmaction - INFO - Epoch [94][2380/3757] lr: 1.000e-05, eta: 6:33:28, time: 0.438, data_time: 0.002, memory: 7633, top1_acc: 0.7680, top5_acc: 0.9133, loss_cls: 0.9547, loss: 0.9547, grad_norm: 6.6917 2021-02-08 04:14:44,276 - mmaction - INFO - Epoch [94][2400/3757] lr: 1.000e-05, eta: 6:33:10, time: 1.624, data_time: 1.182, memory: 7633, top1_acc: 0.7500, top5_acc: 0.8922, loss_cls: 1.0503, loss: 1.0503, grad_norm: 6.9652 2021-02-08 04:14:53,029 - mmaction - INFO - Epoch [94][2420/3757] lr: 1.000e-05, eta: 6:32:49, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9039, loss_cls: 1.0012, loss: 1.0012, grad_norm: 6.9779 2021-02-08 04:15:13,361 - mmaction - INFO - Epoch [94][2440/3757] lr: 1.000e-05, eta: 6:32:29, time: 1.016, data_time: 0.000, memory: 7633, top1_acc: 0.7422, top5_acc: 0.9008, loss_cls: 1.0285, loss: 1.0285, grad_norm: 6.9333 2021-02-08 04:16:12,668 - mmaction - INFO - Epoch [94][2460/3757] lr: 1.000e-05, eta: 6:32:13, time: 2.964, data_time: 0.002, memory: 7633, top1_acc: 0.7477, top5_acc: 0.8961, loss_cls: 1.0372, loss: 1.0372, grad_norm: 6.9411 2021-02-08 04:16:32,195 - mmaction - INFO - Epoch [94][2480/3757] lr: 1.000e-05, eta: 6:31:53, time: 0.977, data_time: 0.003, memory: 7633, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.1245, loss: 1.1245, grad_norm: 7.4147 2021-02-08 04:16:42,787 - mmaction - INFO - Epoch [94][2500/3757] lr: 1.000e-05, eta: 6:31:33, time: 0.530, data_time: 0.002, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9086, loss_cls: 1.0460, loss: 1.0460, grad_norm: 6.8566 2021-02-08 04:16:54,033 - mmaction - INFO - Epoch [94][2520/3757] lr: 1.000e-05, eta: 6:31:12, time: 0.564, data_time: 0.003, memory: 7633, top1_acc: 0.7398, top5_acc: 0.9031, loss_cls: 1.0724, loss: 1.0724, grad_norm: 7.0931 2021-02-08 04:17:15,669 - mmaction - INFO - Epoch [94][2540/3757] lr: 1.000e-05, eta: 6:30:53, time: 1.080, data_time: 0.004, memory: 7633, top1_acc: 0.7609, top5_acc: 0.9109, loss_cls: 0.9908, loss: 0.9908, grad_norm: 6.8501 2021-02-08 04:17:29,682 - mmaction - INFO - Epoch [94][2560/3757] lr: 1.000e-05, eta: 6:30:32, time: 0.697, data_time: 0.004, memory: 7633, top1_acc: 0.7414, top5_acc: 0.9062, loss_cls: 1.0378, loss: 1.0378, grad_norm: 7.0556 2021-02-08 04:17:47,848 - mmaction - INFO - Epoch [94][2580/3757] lr: 1.000e-05, eta: 6:30:13, time: 0.913, data_time: 0.007, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9117, loss_cls: 0.9962, loss: 0.9962, grad_norm: 7.0517 2021-02-08 04:18:10,852 - mmaction - INFO - Epoch [94][2600/3757] lr: 1.000e-05, eta: 6:29:53, time: 1.134, data_time: 0.013, memory: 7633, top1_acc: 0.7414, top5_acc: 0.9000, loss_cls: 1.0175, loss: 1.0175, grad_norm: 6.8604 2021-02-08 04:18:43,294 - mmaction - INFO - Epoch [94][2620/3757] lr: 1.000e-05, eta: 6:29:34, time: 1.617, data_time: 0.019, memory: 7633, top1_acc: 0.7383, top5_acc: 0.8859, loss_cls: 1.0948, loss: 1.0948, grad_norm: 7.4318 2021-02-08 04:19:13,675 - mmaction - INFO - Epoch [94][2640/3757] lr: 1.000e-05, eta: 6:29:16, time: 1.538, data_time: 0.033, memory: 7633, top1_acc: 0.7242, top5_acc: 0.8852, loss_cls: 1.1011, loss: 1.1011, grad_norm: 7.2383 2021-02-08 04:19:44,180 - mmaction - INFO - Epoch [94][2660/3757] lr: 1.000e-05, eta: 6:28:57, time: 1.521, data_time: 0.007, memory: 7633, top1_acc: 0.7414, top5_acc: 0.9008, loss_cls: 1.0406, loss: 1.0406, grad_norm: 7.0906 2021-02-08 04:20:17,610 - mmaction - INFO - Epoch [94][2680/3757] lr: 1.000e-05, eta: 6:28:38, time: 1.674, data_time: 0.018, memory: 7633, top1_acc: 0.7492, top5_acc: 0.9031, loss_cls: 0.9874, loss: 0.9874, grad_norm: 7.1263 2021-02-08 04:20:49,763 - mmaction - INFO - Epoch [94][2700/3757] lr: 1.000e-05, eta: 6:28:20, time: 1.593, data_time: 0.015, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8992, loss_cls: 1.0436, loss: 1.0436, grad_norm: 6.9549 2021-02-08 04:21:26,777 - mmaction - INFO - Epoch [94][2720/3757] lr: 1.000e-05, eta: 6:28:01, time: 1.862, data_time: 0.021, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9109, loss_cls: 0.9766, loss: 0.9766, grad_norm: 6.6941 2021-02-08 04:21:49,098 - mmaction - INFO - Epoch [94][2740/3757] lr: 1.000e-05, eta: 6:27:42, time: 1.124, data_time: 0.011, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8984, loss_cls: 1.0346, loss: 1.0346, grad_norm: 7.1271 2021-02-08 04:21:57,911 - mmaction - INFO - Epoch [94][2760/3757] lr: 1.000e-05, eta: 6:27:21, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7391, top5_acc: 0.9031, loss_cls: 1.0493, loss: 1.0493, grad_norm: 6.9752 2021-02-08 04:22:06,722 - mmaction - INFO - Epoch [94][2780/3757] lr: 1.000e-05, eta: 6:27:01, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7539, top5_acc: 0.9148, loss_cls: 0.9692, loss: 0.9692, grad_norm: 6.8972 2021-02-08 04:22:40,144 - mmaction - INFO - Epoch [94][2800/3757] lr: 1.000e-05, eta: 6:26:42, time: 1.671, data_time: 0.001, memory: 7633, top1_acc: 0.7336, top5_acc: 0.8977, loss_cls: 1.1032, loss: 1.1032, grad_norm: 7.3525 2021-02-08 04:22:48,906 - mmaction - INFO - Epoch [94][2820/3757] lr: 1.000e-05, eta: 6:26:21, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7484, top5_acc: 0.8938, loss_cls: 1.0438, loss: 1.0438, grad_norm: 7.0790 2021-02-08 04:23:11,882 - mmaction - INFO - Epoch [94][2840/3757] lr: 1.000e-05, eta: 6:26:02, time: 1.149, data_time: 0.001, memory: 7633, top1_acc: 0.7227, top5_acc: 0.8719, loss_cls: 1.1407, loss: 1.1407, grad_norm: 6.9912 2021-02-08 04:23:35,066 - mmaction - INFO - Epoch [94][2860/3757] lr: 1.000e-05, eta: 6:25:42, time: 1.159, data_time: 0.719, memory: 7633, top1_acc: 0.7312, top5_acc: 0.9008, loss_cls: 1.0665, loss: 1.0665, grad_norm: 7.2879 2021-02-08 04:24:27,092 - mmaction - INFO - Epoch [94][2880/3757] lr: 1.000e-05, eta: 6:25:25, time: 2.601, data_time: 0.001, memory: 7633, top1_acc: 0.7312, top5_acc: 0.8977, loss_cls: 1.0686, loss: 1.0686, grad_norm: 6.9158 2021-02-08 04:25:08,004 - mmaction - INFO - Epoch [94][2900/3757] lr: 1.000e-05, eta: 6:25:08, time: 2.046, data_time: 0.000, memory: 7633, top1_acc: 0.7328, top5_acc: 0.8961, loss_cls: 1.0799, loss: 1.0799, grad_norm: 7.2254 2021-02-08 04:25:30,279 - mmaction - INFO - Epoch [94][2920/3757] lr: 1.000e-05, eta: 6:24:48, time: 1.114, data_time: 0.000, memory: 7633, top1_acc: 0.7602, top5_acc: 0.9031, loss_cls: 0.9924, loss: 0.9924, grad_norm: 7.0059 2021-02-08 04:26:03,753 - mmaction - INFO - Epoch [94][2940/3757] lr: 1.000e-05, eta: 6:24:29, time: 1.673, data_time: 0.000, memory: 7633, top1_acc: 0.7633, top5_acc: 0.9039, loss_cls: 0.9562, loss: 0.9562, grad_norm: 6.7361 2021-02-08 04:26:35,153 - mmaction - INFO - Epoch [94][2960/3757] lr: 1.000e-05, eta: 6:24:11, time: 1.570, data_time: 1.125, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8914, loss_cls: 1.0414, loss: 1.0414, grad_norm: 6.9996 2021-02-08 04:27:41,132 - mmaction - INFO - Epoch [94][2980/3757] lr: 1.000e-05, eta: 6:23:55, time: 3.299, data_time: 2.318, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9047, loss_cls: 1.0177, loss: 1.0177, grad_norm: 6.8915 2021-02-08 04:28:19,563 - mmaction - INFO - Epoch [94][3000/3757] lr: 1.000e-05, eta: 6:23:37, time: 1.921, data_time: 1.412, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9039, loss_cls: 1.0163, loss: 1.0163, grad_norm: 6.8725 2021-02-08 04:28:28,335 - mmaction - INFO - Epoch [94][3020/3757] lr: 1.000e-05, eta: 6:23:16, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7328, top5_acc: 0.8797, loss_cls: 1.1098, loss: 1.1098, grad_norm: 6.9941 2021-02-08 04:29:12,390 - mmaction - INFO - Epoch [94][3040/3757] lr: 1.000e-05, eta: 6:22:58, time: 2.202, data_time: 0.000, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8969, loss_cls: 1.0421, loss: 1.0421, grad_norm: 7.1384 2021-02-08 04:29:21,582 - mmaction - INFO - Epoch [94][3060/3757] lr: 1.000e-05, eta: 6:22:38, time: 0.460, data_time: 0.002, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8898, loss_cls: 1.0432, loss: 1.0432, grad_norm: 6.9843 2021-02-08 04:29:30,506 - mmaction - INFO - Epoch [94][3080/3757] lr: 1.000e-05, eta: 6:22:17, time: 0.447, data_time: 0.001, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9055, loss_cls: 1.0063, loss: 1.0063, grad_norm: 7.0362 2021-02-08 04:29:54,337 - mmaction - INFO - Epoch [94][3100/3757] lr: 1.000e-05, eta: 6:21:58, time: 1.192, data_time: 0.001, memory: 7633, top1_acc: 0.7664, top5_acc: 0.9031, loss_cls: 0.9494, loss: 0.9494, grad_norm: 6.5119 2021-02-08 04:30:34,570 - mmaction - INFO - Epoch [94][3120/3757] lr: 1.000e-05, eta: 6:21:40, time: 2.010, data_time: 0.001, memory: 7633, top1_acc: 0.7547, top5_acc: 0.9016, loss_cls: 1.0002, loss: 1.0002, grad_norm: 6.9370 2021-02-08 04:30:54,277 - mmaction - INFO - Epoch [94][3140/3757] lr: 1.000e-05, eta: 6:21:20, time: 0.986, data_time: 0.003, memory: 7633, top1_acc: 0.7492, top5_acc: 0.9070, loss_cls: 1.0043, loss: 1.0043, grad_norm: 6.8158 2021-02-08 04:31:18,902 - mmaction - INFO - Epoch [94][3160/3757] lr: 1.000e-05, eta: 6:21:01, time: 1.230, data_time: 0.623, memory: 7633, top1_acc: 0.7680, top5_acc: 0.9062, loss_cls: 0.9949, loss: 0.9949, grad_norm: 6.8919 2021-02-08 04:31:43,316 - mmaction - INFO - Epoch [94][3180/3757] lr: 1.000e-05, eta: 6:20:41, time: 1.201, data_time: 0.003, memory: 7633, top1_acc: 0.7273, top5_acc: 0.9000, loss_cls: 1.0754, loss: 1.0754, grad_norm: 7.3192 2021-02-08 04:32:04,107 - mmaction - INFO - Epoch [94][3200/3757] lr: 1.000e-05, eta: 6:20:22, time: 1.055, data_time: 0.023, memory: 7633, top1_acc: 0.7555, top5_acc: 0.9094, loss_cls: 0.9613, loss: 0.9613, grad_norm: 6.9326 2021-02-08 04:32:35,680 - mmaction - INFO - Epoch [94][3220/3757] lr: 1.000e-05, eta: 6:20:03, time: 1.576, data_time: 0.011, memory: 7633, top1_acc: 0.7594, top5_acc: 0.9062, loss_cls: 1.0014, loss: 1.0014, grad_norm: 6.8068 2021-02-08 04:33:29,416 - mmaction - INFO - Epoch [94][3240/3757] lr: 1.000e-05, eta: 6:19:46, time: 2.694, data_time: 0.014, memory: 7633, top1_acc: 0.7617, top5_acc: 0.9055, loss_cls: 0.9390, loss: 0.9390, grad_norm: 6.6402 2021-02-08 04:34:06,809 - mmaction - INFO - Epoch [94][3260/3757] lr: 1.000e-05, eta: 6:19:28, time: 1.866, data_time: 0.019, memory: 7633, top1_acc: 0.7469, top5_acc: 0.8969, loss_cls: 1.0493, loss: 1.0493, grad_norm: 6.9970 2021-02-08 04:34:48,816 - mmaction - INFO - Epoch [94][3280/3757] lr: 1.000e-05, eta: 6:19:10, time: 2.087, data_time: 0.011, memory: 7633, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0370, loss: 1.0370, grad_norm: 7.1036 2021-02-08 04:35:24,032 - mmaction - INFO - Epoch [94][3300/3757] lr: 1.000e-05, eta: 6:18:51, time: 1.767, data_time: 0.020, memory: 7633, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.1443, loss: 1.1443, grad_norm: 7.5586 2021-02-08 04:36:04,584 - mmaction - INFO - Epoch [94][3320/3757] lr: 1.000e-05, eta: 6:18:33, time: 2.031, data_time: 0.019, memory: 7633, top1_acc: 0.7266, top5_acc: 0.8859, loss_cls: 1.1355, loss: 1.1355, grad_norm: 7.3868 2021-02-08 04:36:40,092 - mmaction - INFO - Epoch [94][3340/3757] lr: 1.000e-05, eta: 6:18:15, time: 1.772, data_time: 0.016, memory: 7633, top1_acc: 0.7383, top5_acc: 0.8859, loss_cls: 1.0883, loss: 1.0883, grad_norm: 7.1835 2021-02-08 04:37:21,796 - mmaction - INFO - Epoch [94][3360/3757] lr: 1.000e-05, eta: 6:17:57, time: 2.091, data_time: 0.016, memory: 7633, top1_acc: 0.7445, top5_acc: 0.8969, loss_cls: 1.0543, loss: 1.0543, grad_norm: 7.1122 2021-02-08 04:37:59,792 - mmaction - INFO - Epoch [94][3380/3757] lr: 1.000e-05, eta: 6:17:39, time: 1.891, data_time: 0.018, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9117, loss_cls: 1.0380, loss: 1.0380, grad_norm: 6.7626 2021-02-08 04:38:37,172 - mmaction - INFO - Epoch [94][3400/3757] lr: 1.000e-05, eta: 6:17:20, time: 1.879, data_time: 0.027, memory: 7633, top1_acc: 0.7617, top5_acc: 0.9133, loss_cls: 0.9525, loss: 0.9525, grad_norm: 6.6557 2021-02-08 04:39:07,131 - mmaction - INFO - Epoch [94][3420/3757] lr: 1.000e-05, eta: 6:17:02, time: 1.500, data_time: 0.016, memory: 7633, top1_acc: 0.7492, top5_acc: 0.9055, loss_cls: 0.9865, loss: 0.9865, grad_norm: 6.9053 2021-02-08 04:39:48,980 - mmaction - INFO - Epoch [94][3440/3757] lr: 1.000e-05, eta: 6:16:44, time: 2.081, data_time: 0.009, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0248, loss: 1.0248, grad_norm: 6.9167 2021-02-08 04:40:28,036 - mmaction - INFO - Epoch [94][3460/3757] lr: 1.000e-05, eta: 6:16:25, time: 1.952, data_time: 0.017, memory: 7633, top1_acc: 0.7586, top5_acc: 0.8992, loss_cls: 1.0154, loss: 1.0154, grad_norm: 6.8577 2021-02-08 04:41:02,380 - mmaction - INFO - Epoch [94][3480/3757] lr: 1.000e-05, eta: 6:16:07, time: 1.726, data_time: 0.016, memory: 7633, top1_acc: 0.7305, top5_acc: 0.8945, loss_cls: 1.0638, loss: 1.0638, grad_norm: 7.0236 2021-02-08 04:41:38,317 - mmaction - INFO - Epoch [94][3500/3757] lr: 1.000e-05, eta: 6:15:49, time: 1.796, data_time: 0.014, memory: 7633, top1_acc: 0.7656, top5_acc: 0.9078, loss_cls: 0.9894, loss: 0.9894, grad_norm: 6.6143 2021-02-08 04:42:16,916 - mmaction - INFO - Epoch [94][3520/3757] lr: 1.000e-05, eta: 6:15:30, time: 1.923, data_time: 0.010, memory: 7633, top1_acc: 0.7594, top5_acc: 0.9133, loss_cls: 0.9778, loss: 0.9778, grad_norm: 6.8594 2021-02-08 04:43:07,871 - mmaction - INFO - Epoch [94][3540/3757] lr: 1.000e-05, eta: 6:15:13, time: 2.559, data_time: 0.018, memory: 7633, top1_acc: 0.7438, top5_acc: 0.8969, loss_cls: 1.0530, loss: 1.0530, grad_norm: 6.8732 2021-02-08 04:43:30,358 - mmaction - INFO - Epoch [94][3560/3757] lr: 1.000e-05, eta: 6:14:54, time: 1.126, data_time: 0.010, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9055, loss_cls: 1.0004, loss: 1.0004, grad_norm: 6.8262 2021-02-08 04:43:39,108 - mmaction - INFO - Epoch [94][3580/3757] lr: 1.000e-05, eta: 6:14:33, time: 0.437, data_time: 0.000, memory: 7633, top1_acc: 0.7586, top5_acc: 0.9062, loss_cls: 0.9737, loss: 0.9737, grad_norm: 6.7410 2021-02-08 04:44:29,844 - mmaction - INFO - Epoch [94][3600/3757] lr: 1.000e-05, eta: 6:14:16, time: 2.537, data_time: 0.955, memory: 7633, top1_acc: 0.7375, top5_acc: 0.9070, loss_cls: 1.0247, loss: 1.0247, grad_norm: 7.0210 2021-02-08 04:45:13,059 - mmaction - INFO - Epoch [94][3620/3757] lr: 1.000e-05, eta: 6:13:58, time: 2.160, data_time: 1.389, memory: 7633, top1_acc: 0.7414, top5_acc: 0.9078, loss_cls: 1.0140, loss: 1.0140, grad_norm: 7.0511 2021-02-08 04:45:21,740 - mmaction - INFO - Epoch [94][3640/3757] lr: 1.000e-05, eta: 6:13:37, time: 0.434, data_time: 0.001, memory: 7633, top1_acc: 0.7391, top5_acc: 0.8945, loss_cls: 1.0500, loss: 1.0500, grad_norm: 6.8286 2021-02-08 04:45:55,450 - mmaction - INFO - Epoch [94][3660/3757] lr: 1.000e-05, eta: 6:13:19, time: 1.685, data_time: 1.219, memory: 7633, top1_acc: 0.7375, top5_acc: 0.8891, loss_cls: 1.0716, loss: 1.0716, grad_norm: 6.9584 2021-02-08 04:46:04,194 - mmaction - INFO - Epoch [94][3680/3757] lr: 1.000e-05, eta: 6:12:58, time: 0.437, data_time: 0.001, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9156, loss_cls: 0.9814, loss: 0.9814, grad_norm: 7.0436 2021-02-08 04:46:20,921 - mmaction - INFO - Epoch [94][3700/3757] lr: 1.000e-05, eta: 6:12:38, time: 0.836, data_time: 0.396, memory: 7633, top1_acc: 0.7484, top5_acc: 0.9008, loss_cls: 1.0250, loss: 1.0250, grad_norm: 7.0968 2021-02-08 04:46:29,660 - mmaction - INFO - Epoch [94][3720/3757] lr: 1.000e-05, eta: 6:12:17, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9023, loss_cls: 0.9984, loss: 0.9984, grad_norm: 6.8087 2021-02-08 04:46:38,379 - mmaction - INFO - Epoch [94][3740/3757] lr: 1.000e-05, eta: 6:11:56, time: 0.436, data_time: 0.000, memory: 7633, top1_acc: 0.7625, top5_acc: 0.8953, loss_cls: 0.9839, loss: 0.9839, grad_norm: 6.5999 2021-02-08 04:46:55,140 - mmaction - INFO - Saving checkpoint at 94 epochs 2021-02-08 04:47:56,550 - mmaction - INFO - Epoch [95][20/3757] lr: 1.000e-05, eta: 6:11:22, time: 3.032, data_time: 2.584, memory: 7633, top1_acc: 0.7383, top5_acc: 0.9008, loss_cls: 1.0495, loss: 1.0495, grad_norm: 6.9434 2021-02-08 04:48:05,409 - mmaction - INFO - Epoch [95][40/3757] lr: 1.000e-05, eta: 6:11:01, time: 0.443, data_time: 0.004, memory: 7633, top1_acc: 0.7586, top5_acc: 0.9062, loss_cls: 0.9624, loss: 0.9624, grad_norm: 6.8835 2021-02-08 04:48:14,155 - mmaction - INFO - Epoch [95][60/3757] lr: 1.000e-05, eta: 6:10:40, time: 0.437, data_time: 0.001, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8875, loss_cls: 1.0476, loss: 1.0476, grad_norm: 6.9080 2021-02-08 04:48:22,941 - mmaction - INFO - Epoch [95][80/3757] lr: 1.000e-05, eta: 6:10:20, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7484, top5_acc: 0.9094, loss_cls: 1.0002, loss: 1.0002, grad_norm: 7.0867 2021-02-08 04:48:31,736 - mmaction - INFO - Epoch [95][100/3757] lr: 1.000e-05, eta: 6:09:59, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9039, loss_cls: 1.0188, loss: 1.0188, grad_norm: 6.9535 2021-02-08 04:48:40,508 - mmaction - INFO - Epoch [95][120/3757] lr: 1.000e-05, eta: 6:09:38, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7359, top5_acc: 0.9039, loss_cls: 1.0431, loss: 1.0431, grad_norm: 6.9025 2021-02-08 04:48:49,269 - mmaction - INFO - Epoch [95][140/3757] lr: 1.000e-05, eta: 6:09:18, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7445, top5_acc: 0.8992, loss_cls: 1.0145, loss: 1.0145, grad_norm: 6.8256 2021-02-08 04:48:58,027 - mmaction - INFO - Epoch [95][160/3757] lr: 1.000e-05, eta: 6:08:57, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7383, top5_acc: 0.9078, loss_cls: 1.0113, loss: 1.0113, grad_norm: 7.0033 2021-02-08 04:49:06,783 - mmaction - INFO - Epoch [95][180/3757] lr: 1.000e-05, eta: 6:08:36, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0989, loss: 1.0989, grad_norm: 7.1496 2021-02-08 04:49:15,596 - mmaction - INFO - Epoch [95][200/3757] lr: 1.000e-05, eta: 6:08:16, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7367, top5_acc: 0.9117, loss_cls: 0.9882, loss: 0.9882, grad_norm: 7.0304 2021-02-08 04:49:24,418 - mmaction - INFO - Epoch [95][220/3757] lr: 1.000e-05, eta: 6:07:55, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8922, loss_cls: 1.0709, loss: 1.0709, grad_norm: 7.4006 2021-02-08 04:49:33,221 - mmaction - INFO - Epoch [95][240/3757] lr: 1.000e-05, eta: 6:07:34, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7492, top5_acc: 0.9016, loss_cls: 1.0089, loss: 1.0089, grad_norm: 6.9683 2021-02-08 04:49:42,012 - mmaction - INFO - Epoch [95][260/3757] lr: 1.000e-05, eta: 6:07:13, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7344, top5_acc: 0.8828, loss_cls: 1.0973, loss: 1.0973, grad_norm: 7.0136 2021-02-08 04:49:50,795 - mmaction - INFO - Epoch [95][280/3757] lr: 1.000e-05, eta: 6:06:53, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7375, top5_acc: 0.8930, loss_cls: 1.0890, loss: 1.0890, grad_norm: 7.1974 2021-02-08 04:49:59,584 - mmaction - INFO - Epoch [95][300/3757] lr: 1.000e-05, eta: 6:06:32, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8992, loss_cls: 1.0345, loss: 1.0345, grad_norm: 6.9538 2021-02-08 04:50:08,395 - mmaction - INFO - Epoch [95][320/3757] lr: 1.000e-05, eta: 6:06:11, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7781, top5_acc: 0.9062, loss_cls: 0.9410, loss: 0.9410, grad_norm: 6.6677 2021-02-08 04:50:17,226 - mmaction - INFO - Epoch [95][340/3757] lr: 1.000e-05, eta: 6:05:51, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7320, top5_acc: 0.8977, loss_cls: 1.0619, loss: 1.0619, grad_norm: 7.1318 2021-02-08 04:50:26,025 - mmaction - INFO - Epoch [95][360/3757] lr: 1.000e-05, eta: 6:05:30, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7547, top5_acc: 0.9164, loss_cls: 0.9540, loss: 0.9540, grad_norm: 6.8488 2021-02-08 04:50:34,874 - mmaction - INFO - Epoch [95][380/3757] lr: 1.000e-05, eta: 6:05:09, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9016, loss_cls: 1.0375, loss: 1.0375, grad_norm: 7.0329 2021-02-08 04:50:43,684 - mmaction - INFO - Epoch [95][400/3757] lr: 1.000e-05, eta: 6:04:49, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7492, top5_acc: 0.8906, loss_cls: 1.0479, loss: 1.0479, grad_norm: 7.1009 2021-02-08 04:50:52,539 - mmaction - INFO - Epoch [95][420/3757] lr: 1.000e-05, eta: 6:04:28, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7523, top5_acc: 0.8977, loss_cls: 1.0287, loss: 1.0287, grad_norm: 6.9206 2021-02-08 04:51:01,411 - mmaction - INFO - Epoch [95][440/3757] lr: 1.000e-05, eta: 6:04:07, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7422, top5_acc: 0.9008, loss_cls: 1.0512, loss: 1.0512, grad_norm: 7.0087 2021-02-08 04:51:10,669 - mmaction - INFO - Epoch [95][460/3757] lr: 1.000e-05, eta: 6:03:47, time: 0.462, data_time: 0.000, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8930, loss_cls: 1.0659, loss: 1.0659, grad_norm: 6.8885 2021-02-08 04:51:20,085 - mmaction - INFO - Epoch [95][480/3757] lr: 1.000e-05, eta: 6:03:26, time: 0.471, data_time: 0.002, memory: 7633, top1_acc: 0.7641, top5_acc: 0.9094, loss_cls: 0.9339, loss: 0.9339, grad_norm: 6.7265 2021-02-08 04:51:29,137 - mmaction - INFO - Epoch [95][500/3757] lr: 1.000e-05, eta: 6:03:06, time: 0.453, data_time: 0.001, memory: 7633, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.0965, loss: 1.0965, grad_norm: 7.1118 2021-02-08 04:51:58,530 - mmaction - INFO - Epoch [95][520/3757] lr: 1.000e-05, eta: 6:02:47, time: 1.470, data_time: 0.000, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9078, loss_cls: 1.0143, loss: 1.0143, grad_norm: 7.0577 2021-02-08 04:52:07,572 - mmaction - INFO - Epoch [95][540/3757] lr: 1.000e-05, eta: 6:02:26, time: 0.452, data_time: 0.000, memory: 7633, top1_acc: 0.7383, top5_acc: 0.8812, loss_cls: 1.1242, loss: 1.1242, grad_norm: 7.0376 2021-02-08 04:52:16,686 - mmaction - INFO - Epoch [95][560/3757] lr: 1.000e-05, eta: 6:02:05, time: 0.456, data_time: 0.001, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9031, loss_cls: 1.0147, loss: 1.0147, grad_norm: 6.8097 2021-02-08 04:52:25,909 - mmaction - INFO - Epoch [95][580/3757] lr: 1.000e-05, eta: 6:01:45, time: 0.460, data_time: 0.001, memory: 7633, top1_acc: 0.7609, top5_acc: 0.9164, loss_cls: 0.9350, loss: 0.9350, grad_norm: 6.6802 2021-02-08 04:52:35,175 - mmaction - INFO - Epoch [95][600/3757] lr: 1.000e-05, eta: 6:01:24, time: 0.464, data_time: 0.002, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9039, loss_cls: 0.9713, loss: 0.9713, grad_norm: 6.7418 2021-02-08 04:52:44,495 - mmaction - INFO - Epoch [95][620/3757] lr: 1.000e-05, eta: 6:01:03, time: 0.466, data_time: 0.001, memory: 7633, top1_acc: 0.7453, top5_acc: 0.8961, loss_cls: 1.0502, loss: 1.0502, grad_norm: 7.0634 2021-02-08 04:52:54,226 - mmaction - INFO - Epoch [95][640/3757] lr: 1.000e-05, eta: 6:00:43, time: 0.486, data_time: 0.001, memory: 7633, top1_acc: 0.7328, top5_acc: 0.9039, loss_cls: 1.0473, loss: 1.0473, grad_norm: 7.0929 2021-02-08 04:53:04,370 - mmaction - INFO - Epoch [95][660/3757] lr: 1.000e-05, eta: 6:00:22, time: 0.507, data_time: 0.002, memory: 7633, top1_acc: 0.7391, top5_acc: 0.8875, loss_cls: 1.0633, loss: 1.0633, grad_norm: 6.8944 2021-02-08 04:53:14,535 - mmaction - INFO - Epoch [95][680/3757] lr: 1.000e-05, eta: 6:00:02, time: 0.506, data_time: 0.002, memory: 7633, top1_acc: 0.7453, top5_acc: 0.8922, loss_cls: 1.0378, loss: 1.0378, grad_norm: 6.8130 2021-02-08 04:53:42,477 - mmaction - INFO - Epoch [95][700/3757] lr: 1.000e-05, eta: 5:59:43, time: 1.385, data_time: 0.726, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8922, loss_cls: 1.0480, loss: 1.0480, grad_norm: 7.1607 2021-02-08 04:54:03,435 - mmaction - INFO - Epoch [95][720/3757] lr: 1.000e-05, eta: 5:59:23, time: 1.057, data_time: 0.019, memory: 7633, top1_acc: 0.7398, top5_acc: 0.9047, loss_cls: 1.0372, loss: 1.0372, grad_norm: 6.8871 2021-02-08 04:54:27,955 - mmaction - INFO - Epoch [95][740/3757] lr: 1.000e-05, eta: 5:59:04, time: 1.226, data_time: 0.013, memory: 7633, top1_acc: 0.7391, top5_acc: 0.8992, loss_cls: 1.0613, loss: 1.0613, grad_norm: 7.2547 2021-02-08 04:54:54,436 - mmaction - INFO - Epoch [95][760/3757] lr: 1.000e-05, eta: 5:58:44, time: 1.314, data_time: 0.009, memory: 7633, top1_acc: 0.7539, top5_acc: 0.9047, loss_cls: 1.0358, loss: 1.0358, grad_norm: 7.0842 2021-02-08 04:55:31,252 - mmaction - INFO - Epoch [95][780/3757] lr: 1.000e-05, eta: 5:58:26, time: 1.837, data_time: 0.021, memory: 7633, top1_acc: 0.7344, top5_acc: 0.8820, loss_cls: 1.0810, loss: 1.0810, grad_norm: 7.1040 2021-02-08 04:56:05,559 - mmaction - INFO - Epoch [95][800/3757] lr: 1.000e-05, eta: 5:58:07, time: 1.732, data_time: 0.028, memory: 7633, top1_acc: 0.7539, top5_acc: 0.9109, loss_cls: 1.0076, loss: 1.0076, grad_norm: 6.9351 2021-02-08 04:56:41,730 - mmaction - INFO - Epoch [95][820/3757] lr: 1.000e-05, eta: 5:57:49, time: 1.806, data_time: 0.017, memory: 7633, top1_acc: 0.7336, top5_acc: 0.9000, loss_cls: 1.0340, loss: 1.0340, grad_norm: 6.8089 2021-02-08 04:57:09,670 - mmaction - INFO - Epoch [95][840/3757] lr: 1.000e-05, eta: 5:57:30, time: 1.402, data_time: 0.024, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9117, loss_cls: 0.9918, loss: 0.9918, grad_norm: 6.9189 2021-02-08 04:57:18,470 - mmaction - INFO - Epoch [95][860/3757] lr: 1.000e-05, eta: 5:57:09, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8984, loss_cls: 1.0568, loss: 1.0568, grad_norm: 7.2113 2021-02-08 04:57:57,751 - mmaction - INFO - Epoch [95][880/3757] lr: 1.000e-05, eta: 5:56:51, time: 1.964, data_time: 0.003, memory: 7633, top1_acc: 0.7625, top5_acc: 0.9094, loss_cls: 0.9778, loss: 0.9778, grad_norm: 6.6646 2021-02-08 04:58:06,470 - mmaction - INFO - Epoch [95][900/3757] lr: 1.000e-05, eta: 5:56:30, time: 0.436, data_time: 0.001, memory: 7633, top1_acc: 0.7625, top5_acc: 0.9148, loss_cls: 0.9171, loss: 0.9171, grad_norm: 6.6669 2021-02-08 04:58:15,285 - mmaction - INFO - Epoch [95][920/3757] lr: 1.000e-05, eta: 5:56:10, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7578, top5_acc: 0.9008, loss_cls: 0.9835, loss: 0.9835, grad_norm: 6.5862 2021-02-08 04:58:48,140 - mmaction - INFO - Epoch [95][940/3757] lr: 1.000e-05, eta: 5:55:51, time: 1.643, data_time: 0.003, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9016, loss_cls: 1.0087, loss: 1.0087, grad_norm: 6.9694 2021-02-08 04:58:56,833 - mmaction - INFO - Epoch [95][960/3757] lr: 1.000e-05, eta: 5:55:30, time: 0.435, data_time: 0.001, memory: 7633, top1_acc: 0.7344, top5_acc: 0.9039, loss_cls: 1.0021, loss: 1.0021, grad_norm: 6.9311 2021-02-08 04:59:21,089 - mmaction - INFO - Epoch [95][980/3757] lr: 1.000e-05, eta: 5:55:11, time: 1.213, data_time: 0.001, memory: 7633, top1_acc: 0.7203, top5_acc: 0.8992, loss_cls: 1.0996, loss: 1.0996, grad_norm: 7.1778 2021-02-08 04:59:49,716 - mmaction - INFO - Epoch [95][1000/3757] lr: 1.000e-05, eta: 5:54:52, time: 1.431, data_time: 0.001, memory: 7633, top1_acc: 0.7375, top5_acc: 0.9023, loss_cls: 1.0324, loss: 1.0324, grad_norm: 6.9728 2021-02-08 05:00:07,687 - mmaction - INFO - Epoch [95][1020/3757] lr: 1.000e-05, eta: 5:54:32, time: 0.899, data_time: 0.001, memory: 7633, top1_acc: 0.7328, top5_acc: 0.8883, loss_cls: 1.1102, loss: 1.1102, grad_norm: 7.3063 2021-02-08 05:00:16,478 - mmaction - INFO - Epoch [95][1040/3757] lr: 1.000e-05, eta: 5:54:11, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7406, top5_acc: 0.8906, loss_cls: 1.0766, loss: 1.0766, grad_norm: 6.9539 2021-02-08 05:01:13,705 - mmaction - INFO - Epoch [95][1060/3757] lr: 1.000e-05, eta: 5:53:55, time: 2.862, data_time: 0.001, memory: 7633, top1_acc: 0.7484, top5_acc: 0.9055, loss_cls: 1.0186, loss: 1.0186, grad_norm: 7.0998 2021-02-08 05:01:55,731 - mmaction - INFO - Epoch [95][1080/3757] lr: 1.000e-05, eta: 5:53:37, time: 2.101, data_time: 0.000, memory: 7633, top1_acc: 0.7625, top5_acc: 0.9078, loss_cls: 0.9927, loss: 0.9927, grad_norm: 6.7866 2021-02-08 05:02:04,475 - mmaction - INFO - Epoch [95][1100/3757] lr: 1.000e-05, eta: 5:53:16, time: 0.437, data_time: 0.001, memory: 7633, top1_acc: 0.7523, top5_acc: 0.9070, loss_cls: 0.9885, loss: 0.9885, grad_norm: 6.8993 2021-02-08 05:02:13,195 - mmaction - INFO - Epoch [95][1120/3757] lr: 1.000e-05, eta: 5:52:55, time: 0.437, data_time: 0.001, memory: 7633, top1_acc: 0.7414, top5_acc: 0.9086, loss_cls: 0.9938, loss: 0.9938, grad_norm: 7.1230 2021-02-08 05:02:21,956 - mmaction - INFO - Epoch [95][1140/3757] lr: 1.000e-05, eta: 5:52:35, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7422, top5_acc: 0.9062, loss_cls: 1.0377, loss: 1.0377, grad_norm: 7.1677 2021-02-08 05:02:30,673 - mmaction - INFO - Epoch [95][1160/3757] lr: 1.000e-05, eta: 5:52:14, time: 0.436, data_time: 0.001, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 1.0351, loss: 1.0351, grad_norm: 7.1308 2021-02-08 05:02:39,430 - mmaction - INFO - Epoch [95][1180/3757] lr: 1.000e-05, eta: 5:51:53, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7461, top5_acc: 0.9086, loss_cls: 1.0088, loss: 1.0088, grad_norm: 6.9432 2021-02-08 05:03:22,769 - mmaction - INFO - Epoch [95][1200/3757] lr: 1.000e-05, eta: 5:51:35, time: 2.166, data_time: 1.721, memory: 7633, top1_acc: 0.7500, top5_acc: 0.8992, loss_cls: 1.0276, loss: 1.0276, grad_norm: 6.9622 2021-02-08 05:03:39,978 - mmaction - INFO - Epoch [95][1220/3757] lr: 1.000e-05, eta: 5:51:15, time: 0.861, data_time: 0.001, memory: 7633, top1_acc: 0.7250, top5_acc: 0.8906, loss_cls: 1.1096, loss: 1.1096, grad_norm: 7.2107 2021-02-08 05:03:55,174 - mmaction - INFO - Epoch [95][1240/3757] lr: 1.000e-05, eta: 5:50:55, time: 0.760, data_time: 0.000, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0266, loss: 1.0266, grad_norm: 7.1162 2021-02-08 05:04:04,002 - mmaction - INFO - Epoch [95][1260/3757] lr: 1.000e-05, eta: 5:50:35, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9078, loss_cls: 0.9662, loss: 0.9662, grad_norm: 6.8935 2021-02-08 05:04:35,825 - mmaction - INFO - Epoch [95][1280/3757] lr: 1.000e-05, eta: 5:50:16, time: 1.591, data_time: 1.119, memory: 7633, top1_acc: 0.7594, top5_acc: 0.9078, loss_cls: 0.9983, loss: 0.9983, grad_norm: 6.9340 2021-02-08 05:05:35,507 - mmaction - INFO - Epoch [95][1300/3757] lr: 1.000e-05, eta: 5:49:59, time: 2.984, data_time: 1.280, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9078, loss_cls: 1.0083, loss: 1.0083, grad_norm: 6.9644 2021-02-08 05:06:07,977 - mmaction - INFO - Epoch [95][1320/3757] lr: 1.000e-05, eta: 5:49:40, time: 1.623, data_time: 0.001, memory: 7633, top1_acc: 0.7469, top5_acc: 0.8977, loss_cls: 1.0332, loss: 1.0332, grad_norm: 6.9656 2021-02-08 05:06:44,423 - mmaction - INFO - Epoch [95][1340/3757] lr: 1.000e-05, eta: 5:49:22, time: 1.820, data_time: 1.150, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8961, loss_cls: 1.0559, loss: 1.0559, grad_norm: 6.9178 2021-02-08 05:07:03,819 - mmaction - INFO - Epoch [95][1360/3757] lr: 1.000e-05, eta: 5:49:02, time: 0.967, data_time: 0.008, memory: 7633, top1_acc: 0.7477, top5_acc: 0.8961, loss_cls: 1.0253, loss: 1.0253, grad_norm: 6.9184 2021-02-08 05:07:27,504 - mmaction - INFO - Epoch [95][1380/3757] lr: 1.000e-05, eta: 5:48:43, time: 1.166, data_time: 0.011, memory: 7633, top1_acc: 0.7484, top5_acc: 0.8992, loss_cls: 1.0260, loss: 1.0260, grad_norm: 6.8815 2021-02-08 05:08:04,892 - mmaction - INFO - Epoch [95][1400/3757] lr: 1.000e-05, eta: 5:48:24, time: 1.893, data_time: 0.034, memory: 7633, top1_acc: 0.7672, top5_acc: 0.9008, loss_cls: 1.0175, loss: 1.0175, grad_norm: 6.8705 2021-02-08 05:08:40,645 - mmaction - INFO - Epoch [95][1420/3757] lr: 1.000e-05, eta: 5:48:06, time: 1.788, data_time: 0.005, memory: 7633, top1_acc: 0.7609, top5_acc: 0.9062, loss_cls: 0.9597, loss: 0.9597, grad_norm: 6.5407 2021-02-08 05:09:17,803 - mmaction - INFO - Epoch [95][1440/3757] lr: 1.000e-05, eta: 5:47:47, time: 1.858, data_time: 0.911, memory: 7633, top1_acc: 0.7703, top5_acc: 0.9273, loss_cls: 0.9127, loss: 0.9127, grad_norm: 6.5372 2021-02-08 05:10:36,430 - mmaction - INFO - Epoch [95][1460/3757] lr: 1.000e-05, eta: 5:47:32, time: 3.931, data_time: 2.773, memory: 7633, top1_acc: 0.7609, top5_acc: 0.8961, loss_cls: 1.0036, loss: 1.0036, grad_norm: 6.7005 2021-02-08 05:12:18,291 - mmaction - INFO - Epoch [95][1480/3757] lr: 1.000e-05, eta: 5:47:19, time: 5.093, data_time: 0.775, memory: 7633, top1_acc: 0.7656, top5_acc: 0.9016, loss_cls: 1.0188, loss: 1.0188, grad_norm: 6.8162 2021-02-08 05:13:00,854 - mmaction - INFO - Epoch [95][1500/3757] lr: 1.000e-05, eta: 5:47:01, time: 2.127, data_time: 0.001, memory: 7633, top1_acc: 0.7352, top5_acc: 0.8953, loss_cls: 1.0898, loss: 1.0898, grad_norm: 7.0931 2021-02-08 05:14:05,396 - mmaction - INFO - Epoch [95][1520/3757] lr: 1.000e-05, eta: 5:46:44, time: 3.228, data_time: 2.780, memory: 7633, top1_acc: 0.7297, top5_acc: 0.8945, loss_cls: 1.0588, loss: 1.0588, grad_norm: 7.0334 2021-02-08 05:14:43,603 - mmaction - INFO - Epoch [95][1540/3757] lr: 1.000e-05, eta: 5:46:26, time: 1.910, data_time: 0.001, memory: 7633, top1_acc: 0.7305, top5_acc: 0.8953, loss_cls: 1.0596, loss: 1.0596, grad_norm: 6.8679 2021-02-08 05:16:18,712 - mmaction - INFO - Epoch [95][1560/3757] lr: 1.000e-05, eta: 5:46:12, time: 4.756, data_time: 1.648, memory: 7633, top1_acc: 0.7297, top5_acc: 0.8984, loss_cls: 1.0515, loss: 1.0515, grad_norm: 7.2246 2021-02-08 05:16:54,347 - mmaction - INFO - Epoch [95][1580/3757] lr: 1.000e-05, eta: 5:45:53, time: 1.782, data_time: 0.001, memory: 7633, top1_acc: 0.7383, top5_acc: 0.8930, loss_cls: 1.0530, loss: 1.0530, grad_norm: 6.8540 2021-02-08 05:17:58,406 - mmaction - INFO - Epoch [95][1600/3757] lr: 1.000e-05, eta: 5:45:37, time: 3.202, data_time: 1.116, memory: 7633, top1_acc: 0.7445, top5_acc: 0.9039, loss_cls: 1.0303, loss: 1.0303, grad_norm: 7.0276 2021-02-08 05:18:56,975 - mmaction - INFO - Epoch [95][1620/3757] lr: 1.000e-05, eta: 5:45:20, time: 2.929, data_time: 0.001, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9016, loss_cls: 1.0154, loss: 1.0154, grad_norm: 6.8896 2021-02-08 05:20:13,933 - mmaction - INFO - Epoch [95][1640/3757] lr: 1.000e-05, eta: 5:45:05, time: 3.848, data_time: 2.897, memory: 7633, top1_acc: 0.7438, top5_acc: 0.8977, loss_cls: 1.0474, loss: 1.0474, grad_norm: 6.9475 2021-02-08 05:22:02,165 - mmaction - INFO - Epoch [95][1660/3757] lr: 1.000e-05, eta: 5:44:52, time: 5.412, data_time: 0.320, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8984, loss_cls: 1.0787, loss: 1.0787, grad_norm: 6.8466 2021-02-08 05:22:23,068 - mmaction - INFO - Epoch [95][1680/3757] lr: 1.000e-05, eta: 5:44:32, time: 1.044, data_time: 0.000, memory: 7633, top1_acc: 0.7352, top5_acc: 0.8906, loss_cls: 1.0535, loss: 1.0535, grad_norm: 7.0673 2021-02-08 05:22:59,458 - mmaction - INFO - Epoch [95][1700/3757] lr: 1.000e-05, eta: 5:44:13, time: 1.820, data_time: 1.383, memory: 7633, top1_acc: 0.7492, top5_acc: 0.8977, loss_cls: 1.0271, loss: 1.0271, grad_norm: 6.8850 2021-02-08 05:23:08,158 - mmaction - INFO - Epoch [95][1720/3757] lr: 1.000e-05, eta: 5:43:53, time: 0.434, data_time: 0.000, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8961, loss_cls: 1.0687, loss: 1.0687, grad_norm: 7.1383 2021-02-08 05:23:42,068 - mmaction - INFO - Epoch [95][1740/3757] lr: 1.000e-05, eta: 5:43:34, time: 1.696, data_time: 0.001, memory: 7633, top1_acc: 0.7617, top5_acc: 0.8961, loss_cls: 1.0256, loss: 1.0256, grad_norm: 6.7179 2021-02-08 05:25:26,385 - mmaction - INFO - Epoch [95][1760/3757] lr: 1.000e-05, eta: 5:43:21, time: 5.215, data_time: 0.001, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9008, loss_cls: 1.0266, loss: 1.0266, grad_norm: 6.8686 2021-02-08 05:27:28,076 - mmaction - INFO - Epoch [95][1780/3757] lr: 1.000e-05, eta: 5:43:09, time: 6.085, data_time: 0.001, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9086, loss_cls: 1.0095, loss: 1.0095, grad_norm: 6.8893 2021-02-08 05:28:57,640 - mmaction - INFO - Epoch [95][1800/3757] lr: 1.000e-05, eta: 5:42:54, time: 4.478, data_time: 1.888, memory: 7633, top1_acc: 0.7320, top5_acc: 0.9016, loss_cls: 1.0507, loss: 1.0507, grad_norm: 7.1124 2021-02-08 05:30:29,871 - mmaction - INFO - Epoch [95][1820/3757] lr: 1.000e-05, eta: 5:42:40, time: 4.611, data_time: 3.832, memory: 7633, top1_acc: 0.7367, top5_acc: 0.9016, loss_cls: 1.0184, loss: 1.0184, grad_norm: 7.1369 2021-02-08 05:31:43,799 - mmaction - INFO - Epoch [95][1840/3757] lr: 1.000e-05, eta: 5:42:24, time: 3.696, data_time: 1.699, memory: 7633, top1_acc: 0.7352, top5_acc: 0.8984, loss_cls: 1.0773, loss: 1.0773, grad_norm: 7.2309 2021-02-08 05:32:15,089 - mmaction - INFO - Epoch [95][1860/3757] lr: 1.000e-05, eta: 5:42:05, time: 1.565, data_time: 0.003, memory: 7633, top1_acc: 0.7680, top5_acc: 0.9273, loss_cls: 0.9145, loss: 0.9145, grad_norm: 6.5677 2021-02-08 05:32:43,439 - mmaction - INFO - Epoch [95][1880/3757] lr: 1.000e-05, eta: 5:41:46, time: 1.410, data_time: 0.380, memory: 7633, top1_acc: 0.7711, top5_acc: 0.9016, loss_cls: 0.9624, loss: 0.9624, grad_norm: 6.4554 2021-02-08 05:33:21,262 - mmaction - INFO - Epoch [95][1900/3757] lr: 1.000e-05, eta: 5:41:27, time: 1.895, data_time: 0.292, memory: 7633, top1_acc: 0.7547, top5_acc: 0.9109, loss_cls: 0.9588, loss: 0.9588, grad_norm: 6.6522 2021-02-08 05:33:59,402 - mmaction - INFO - Epoch [95][1920/3757] lr: 1.000e-05, eta: 5:41:09, time: 1.900, data_time: 0.011, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9039, loss_cls: 1.0036, loss: 1.0036, grad_norm: 6.7481 2021-02-08 05:35:06,438 - mmaction - INFO - Epoch [95][1940/3757] lr: 1.000e-05, eta: 5:40:53, time: 3.363, data_time: 1.169, memory: 7633, top1_acc: 0.7656, top5_acc: 0.9148, loss_cls: 0.9593, loss: 0.9593, grad_norm: 6.5855 2021-02-08 05:37:20,414 - mmaction - INFO - Epoch [95][1960/3757] lr: 1.000e-05, eta: 5:40:41, time: 6.699, data_time: 1.340, memory: 7633, top1_acc: 0.7359, top5_acc: 0.9086, loss_cls: 1.0253, loss: 1.0253, grad_norm: 7.3249 2021-02-08 05:38:12,208 - mmaction - INFO - Epoch [95][1980/3757] lr: 1.000e-05, eta: 5:40:24, time: 2.590, data_time: 2.150, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9086, loss_cls: 0.9916, loss: 0.9916, grad_norm: 6.9643 2021-02-08 05:40:25,107 - mmaction - INFO - Epoch [95][2000/3757] lr: 1.000e-05, eta: 5:40:13, time: 6.645, data_time: 6.199, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9062, loss_cls: 1.0202, loss: 1.0202, grad_norm: 6.9222 2021-02-08 05:42:37,061 - mmaction - INFO - Epoch [95][2020/3757] lr: 1.000e-05, eta: 5:40:01, time: 6.597, data_time: 3.766, memory: 7633, top1_acc: 0.7359, top5_acc: 0.9062, loss_cls: 1.0081, loss: 1.0081, grad_norm: 7.0807 2021-02-08 05:43:36,080 - mmaction - INFO - Epoch [95][2040/3757] lr: 1.000e-05, eta: 5:39:44, time: 2.952, data_time: 0.001, memory: 7633, top1_acc: 0.7352, top5_acc: 0.8945, loss_cls: 1.0587, loss: 1.0587, grad_norm: 6.9225 2021-02-08 05:44:16,517 - mmaction - INFO - Epoch [95][2060/3757] lr: 1.000e-05, eta: 5:39:26, time: 2.021, data_time: 0.755, memory: 7633, top1_acc: 0.7609, top5_acc: 0.9102, loss_cls: 0.9325, loss: 0.9325, grad_norm: 6.7639 2021-02-08 05:44:40,325 - mmaction - INFO - Epoch [95][2080/3757] lr: 1.000e-05, eta: 5:39:06, time: 1.191, data_time: 0.001, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8938, loss_cls: 1.0680, loss: 1.0680, grad_norm: 6.9783 2021-02-08 05:46:41,449 - mmaction - INFO - Epoch [95][2100/3757] lr: 1.000e-05, eta: 5:38:54, time: 6.056, data_time: 3.505, memory: 7633, top1_acc: 0.7148, top5_acc: 0.8695, loss_cls: 1.2052, loss: 1.2052, grad_norm: 7.3770 2021-02-08 05:48:14,701 - mmaction - INFO - Epoch [95][2120/3757] lr: 1.000e-05, eta: 5:38:40, time: 4.660, data_time: 4.188, memory: 7633, top1_acc: 0.7656, top5_acc: 0.9180, loss_cls: 0.9471, loss: 0.9471, grad_norm: 6.8944 2021-02-08 05:48:54,163 - mmaction - INFO - Epoch [95][2140/3757] lr: 1.000e-05, eta: 5:38:21, time: 1.975, data_time: 0.434, memory: 7633, top1_acc: 0.7438, top5_acc: 0.8992, loss_cls: 1.0228, loss: 1.0228, grad_norm: 6.8474 2021-02-08 05:49:42,411 - mmaction - INFO - Epoch [95][2160/3757] lr: 1.000e-05, eta: 5:38:03, time: 2.412, data_time: 0.839, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8992, loss_cls: 1.0328, loss: 1.0328, grad_norm: 6.9597 2021-02-08 05:50:05,510 - mmaction - INFO - Epoch [95][2180/3757] lr: 1.000e-05, eta: 5:37:44, time: 1.139, data_time: 0.002, memory: 7633, top1_acc: 0.7523, top5_acc: 0.8906, loss_cls: 1.0289, loss: 1.0289, grad_norm: 6.9037 2021-02-08 05:50:36,630 - mmaction - INFO - Epoch [95][2200/3757] lr: 1.000e-05, eta: 5:37:25, time: 1.557, data_time: 0.020, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8969, loss_cls: 1.0613, loss: 1.0613, grad_norm: 7.0230 2021-02-08 05:51:08,706 - mmaction - INFO - Epoch [95][2220/3757] lr: 1.000e-05, eta: 5:37:06, time: 1.618, data_time: 0.017, memory: 7633, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 0.9570, loss: 0.9570, grad_norm: 6.6664 2021-02-08 05:51:39,970 - mmaction - INFO - Epoch [95][2240/3757] lr: 1.000e-05, eta: 5:36:47, time: 1.561, data_time: 0.007, memory: 7633, top1_acc: 0.7266, top5_acc: 0.8930, loss_cls: 1.0682, loss: 1.0682, grad_norm: 6.9196 2021-02-08 05:52:06,389 - mmaction - INFO - Epoch [95][2260/3757] lr: 1.000e-05, eta: 5:36:27, time: 1.325, data_time: 0.009, memory: 7633, top1_acc: 0.7484, top5_acc: 0.9055, loss_cls: 1.0012, loss: 1.0012, grad_norm: 6.9867 2021-02-08 05:52:36,648 - mmaction - INFO - Epoch [95][2280/3757] lr: 1.000e-05, eta: 5:36:08, time: 1.513, data_time: 0.001, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9016, loss_cls: 1.0662, loss: 1.0662, grad_norm: 7.2610 2021-02-08 05:53:56,960 - mmaction - INFO - Epoch [95][2300/3757] lr: 1.000e-05, eta: 5:35:53, time: 4.015, data_time: 2.356, memory: 7633, top1_acc: 0.7578, top5_acc: 0.9117, loss_cls: 0.9529, loss: 0.9529, grad_norm: 6.7351 2021-02-08 05:54:57,037 - mmaction - INFO - Epoch [95][2320/3757] lr: 1.000e-05, eta: 5:35:36, time: 3.004, data_time: 0.001, memory: 7633, top1_acc: 0.7336, top5_acc: 0.9039, loss_cls: 1.0589, loss: 1.0589, grad_norm: 6.9897 2021-02-08 05:56:45,688 - mmaction - INFO - Epoch [95][2340/3757] lr: 1.000e-05, eta: 5:35:22, time: 5.433, data_time: 1.251, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9000, loss_cls: 0.9898, loss: 0.9898, grad_norm: 6.8744 2021-02-08 05:59:08,962 - mmaction - INFO - Epoch [95][2360/3757] lr: 1.000e-05, eta: 5:35:11, time: 7.163, data_time: 1.283, memory: 7633, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.0842, loss: 1.0842, grad_norm: 7.1854 2021-02-08 05:59:53,279 - mmaction - INFO - Epoch [95][2380/3757] lr: 1.000e-05, eta: 5:34:53, time: 2.216, data_time: 0.757, memory: 7633, top1_acc: 0.7383, top5_acc: 0.8984, loss_cls: 1.0425, loss: 1.0425, grad_norm: 6.9127 2021-02-08 06:01:39,898 - mmaction - INFO - Epoch [95][2400/3757] lr: 1.000e-05, eta: 5:34:40, time: 5.321, data_time: 3.159, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9031, loss_cls: 1.0296, loss: 1.0296, grad_norm: 7.0424 2021-02-08 06:02:18,649 - mmaction - INFO - Epoch [95][2420/3757] lr: 1.000e-05, eta: 5:34:21, time: 1.947, data_time: 0.057, memory: 7633, top1_acc: 0.7422, top5_acc: 0.9039, loss_cls: 1.0134, loss: 1.0134, grad_norm: 6.8504 2021-02-08 06:03:49,610 - mmaction - INFO - Epoch [95][2440/3757] lr: 1.000e-05, eta: 5:34:07, time: 4.548, data_time: 1.604, memory: 7633, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1231, loss: 1.1231, grad_norm: 7.1820 2021-02-08 06:04:29,629 - mmaction - INFO - Epoch [95][2460/3757] lr: 1.000e-05, eta: 5:33:48, time: 2.002, data_time: 1.548, memory: 7633, top1_acc: 0.7461, top5_acc: 0.9016, loss_cls: 1.0193, loss: 1.0193, grad_norm: 6.7954 2021-02-08 06:04:59,437 - mmaction - INFO - Epoch [95][2480/3757] lr: 1.000e-05, eta: 5:33:29, time: 1.489, data_time: 0.000, memory: 7633, top1_acc: 0.7250, top5_acc: 0.8914, loss_cls: 1.1301, loss: 1.1301, grad_norm: 7.2132 2021-02-08 06:06:03,819 - mmaction - INFO - Epoch [95][2500/3757] lr: 1.000e-05, eta: 5:33:12, time: 3.219, data_time: 0.873, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8953, loss_cls: 1.0733, loss: 1.0733, grad_norm: 7.0250 2021-02-08 06:07:49,824 - mmaction - INFO - Epoch [95][2520/3757] lr: 1.000e-05, eta: 5:32:59, time: 5.300, data_time: 2.745, memory: 7633, top1_acc: 0.7680, top5_acc: 0.9102, loss_cls: 0.9568, loss: 0.9568, grad_norm: 6.7009 2021-02-08 06:08:41,067 - mmaction - INFO - Epoch [95][2540/3757] lr: 1.000e-05, eta: 5:32:41, time: 2.563, data_time: 1.274, memory: 7633, top1_acc: 0.7406, top5_acc: 0.8992, loss_cls: 1.0042, loss: 1.0042, grad_norm: 6.9022 2021-02-08 06:10:38,419 - mmaction - INFO - Epoch [95][2560/3757] lr: 1.000e-05, eta: 5:32:28, time: 5.867, data_time: 0.934, memory: 7633, top1_acc: 0.7445, top5_acc: 0.9133, loss_cls: 0.9933, loss: 0.9933, grad_norm: 6.8374 2021-02-08 06:11:32,137 - mmaction - INFO - Epoch [95][2580/3757] lr: 1.000e-05, eta: 5:32:11, time: 2.685, data_time: 2.235, memory: 7633, top1_acc: 0.7602, top5_acc: 0.9047, loss_cls: 0.9795, loss: 0.9795, grad_norm: 6.9887 2021-02-08 06:12:22,604 - mmaction - INFO - Epoch [95][2600/3757] lr: 1.000e-05, eta: 5:31:53, time: 2.523, data_time: 2.073, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8977, loss_cls: 1.0580, loss: 1.0580, grad_norm: 7.2379 2021-02-08 06:12:52,371 - mmaction - INFO - Epoch [95][2620/3757] lr: 1.000e-05, eta: 5:31:34, time: 1.488, data_time: 0.001, memory: 7633, top1_acc: 0.7211, top5_acc: 0.8930, loss_cls: 1.1086, loss: 1.1086, grad_norm: 7.1615 2021-02-08 06:13:37,494 - mmaction - INFO - Epoch [95][2640/3757] lr: 1.000e-05, eta: 5:31:15, time: 2.257, data_time: 0.002, memory: 7633, top1_acc: 0.7500, top5_acc: 0.8984, loss_cls: 1.0145, loss: 1.0145, grad_norm: 6.7911 2021-02-08 06:14:53,990 - mmaction - INFO - Epoch [95][2660/3757] lr: 1.000e-05, eta: 5:31:00, time: 3.818, data_time: 0.003, memory: 7633, top1_acc: 0.7406, top5_acc: 0.8945, loss_cls: 1.0293, loss: 1.0293, grad_norm: 7.0195 2021-02-08 06:15:30,406 - mmaction - INFO - Epoch [95][2680/3757] lr: 1.000e-05, eta: 5:30:41, time: 1.828, data_time: 0.011, memory: 7633, top1_acc: 0.7359, top5_acc: 0.9047, loss_cls: 1.0264, loss: 1.0264, grad_norm: 6.8262 2021-02-08 06:16:04,129 - mmaction - INFO - Epoch [95][2700/3757] lr: 1.000e-05, eta: 5:30:22, time: 1.679, data_time: 0.004, memory: 7633, top1_acc: 0.7578, top5_acc: 0.9070, loss_cls: 0.9813, loss: 0.9813, grad_norm: 6.8423 2021-02-08 06:16:37,829 - mmaction - INFO - Epoch [95][2720/3757] lr: 1.000e-05, eta: 5:30:03, time: 1.686, data_time: 0.012, memory: 7633, top1_acc: 0.7508, top5_acc: 0.8938, loss_cls: 1.0553, loss: 1.0553, grad_norm: 6.7225 2021-02-08 06:17:15,604 - mmaction - INFO - Epoch [95][2740/3757] lr: 1.000e-05, eta: 5:29:44, time: 1.882, data_time: 0.011, memory: 7633, top1_acc: 0.7555, top5_acc: 0.8953, loss_cls: 1.0337, loss: 1.0337, grad_norm: 7.0630 2021-02-08 06:17:54,511 - mmaction - INFO - Epoch [95][2760/3757] lr: 1.000e-05, eta: 5:29:25, time: 1.942, data_time: 0.021, memory: 7633, top1_acc: 0.7461, top5_acc: 0.9016, loss_cls: 1.0295, loss: 1.0295, grad_norm: 6.9368 2021-02-08 06:18:34,169 - mmaction - INFO - Epoch [95][2780/3757] lr: 1.000e-05, eta: 5:29:07, time: 1.978, data_time: 0.022, memory: 7633, top1_acc: 0.7570, top5_acc: 0.8992, loss_cls: 1.0158, loss: 1.0158, grad_norm: 6.8072 2021-02-08 06:19:08,222 - mmaction - INFO - Epoch [95][2800/3757] lr: 1.000e-05, eta: 5:28:48, time: 1.702, data_time: 0.024, memory: 7633, top1_acc: 0.7312, top5_acc: 0.8781, loss_cls: 1.1124, loss: 1.1124, grad_norm: 6.9861 2021-02-08 06:19:52,722 - mmaction - INFO - Epoch [95][2820/3757] lr: 1.000e-05, eta: 5:28:30, time: 2.220, data_time: 0.030, memory: 7633, top1_acc: 0.7453, top5_acc: 0.8992, loss_cls: 1.0331, loss: 1.0331, grad_norm: 6.9701 2021-02-08 06:20:33,507 - mmaction - INFO - Epoch [95][2840/3757] lr: 1.000e-05, eta: 5:28:11, time: 2.065, data_time: 0.027, memory: 7633, top1_acc: 0.7578, top5_acc: 0.9008, loss_cls: 0.9762, loss: 0.9762, grad_norm: 6.8343 2021-02-08 06:21:13,137 - mmaction - INFO - Epoch [95][2860/3757] lr: 1.000e-05, eta: 5:27:53, time: 1.966, data_time: 0.004, memory: 7633, top1_acc: 0.7391, top5_acc: 0.9016, loss_cls: 1.0273, loss: 1.0273, grad_norm: 6.9713 2021-02-08 06:21:53,112 - mmaction - INFO - Epoch [95][2880/3757] lr: 1.000e-05, eta: 5:27:34, time: 1.987, data_time: 0.019, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8945, loss_cls: 1.0852, loss: 1.0852, grad_norm: 6.9213 2021-02-08 06:22:44,265 - mmaction - INFO - Epoch [95][2900/3757] lr: 1.000e-05, eta: 5:27:16, time: 2.585, data_time: 0.030, memory: 7633, top1_acc: 0.7586, top5_acc: 0.9086, loss_cls: 0.9807, loss: 0.9807, grad_norm: 6.7981 2021-02-08 06:23:16,727 - mmaction - INFO - Epoch [95][2920/3757] lr: 1.000e-05, eta: 5:26:57, time: 1.623, data_time: 0.578, memory: 7633, top1_acc: 0.7359, top5_acc: 0.9023, loss_cls: 1.0614, loss: 1.0614, grad_norm: 7.3495 2021-02-08 06:25:25,880 - mmaction - INFO - Epoch [95][2940/3757] lr: 1.000e-05, eta: 5:26:45, time: 6.458, data_time: 3.057, memory: 7633, top1_acc: 0.7625, top5_acc: 0.9117, loss_cls: 0.9537, loss: 0.9537, grad_norm: 6.9867 2021-02-08 06:26:47,177 - mmaction - INFO - Epoch [95][2960/3757] lr: 1.000e-05, eta: 5:26:29, time: 4.064, data_time: 1.291, memory: 7633, top1_acc: 0.7555, top5_acc: 0.9008, loss_cls: 0.9932, loss: 0.9932, grad_norm: 6.7786 2021-02-08 06:27:28,656 - mmaction - INFO - Epoch [95][2980/3757] lr: 1.000e-05, eta: 5:26:11, time: 2.075, data_time: 0.001, memory: 7633, top1_acc: 0.7695, top5_acc: 0.9133, loss_cls: 0.9589, loss: 0.9589, grad_norm: 6.9667 2021-02-08 06:27:37,373 - mmaction - INFO - Epoch [95][3000/3757] lr: 1.000e-05, eta: 5:25:50, time: 0.436, data_time: 0.000, memory: 7633, top1_acc: 0.7180, top5_acc: 0.9039, loss_cls: 1.0721, loss: 1.0721, grad_norm: 7.2958 2021-02-08 06:27:46,097 - mmaction - INFO - Epoch [95][3020/3757] lr: 1.000e-05, eta: 5:25:29, time: 0.436, data_time: 0.001, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8867, loss_cls: 1.0620, loss: 1.0620, grad_norm: 6.9389 2021-02-08 06:28:25,311 - mmaction - INFO - Epoch [95][3040/3757] lr: 1.000e-05, eta: 5:25:11, time: 1.961, data_time: 0.004, memory: 7633, top1_acc: 0.7641, top5_acc: 0.9102, loss_cls: 1.0121, loss: 1.0121, grad_norm: 6.7845 2021-02-08 06:29:38,748 - mmaction - INFO - Epoch [95][3060/3757] lr: 1.000e-05, eta: 5:24:55, time: 3.672, data_time: 0.711, memory: 7633, top1_acc: 0.7273, top5_acc: 0.8930, loss_cls: 1.0845, loss: 1.0845, grad_norm: 7.1035 2021-02-08 06:30:47,265 - mmaction - INFO - Epoch [95][3080/3757] lr: 1.000e-05, eta: 5:24:38, time: 3.426, data_time: 2.296, memory: 7633, top1_acc: 0.7352, top5_acc: 0.8953, loss_cls: 1.0509, loss: 1.0509, grad_norm: 6.9839 2021-02-08 06:31:48,120 - mmaction - INFO - Epoch [95][3100/3757] lr: 1.000e-05, eta: 5:24:21, time: 3.041, data_time: 2.115, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8898, loss_cls: 1.0913, loss: 1.0913, grad_norm: 7.2880 2021-02-08 06:32:53,805 - mmaction - INFO - Epoch [95][3120/3757] lr: 1.000e-05, eta: 5:24:04, time: 3.284, data_time: 1.097, memory: 7633, top1_acc: 0.7477, top5_acc: 0.8938, loss_cls: 1.0345, loss: 1.0345, grad_norm: 6.9185 2021-02-08 06:33:11,760 - mmaction - INFO - Epoch [95][3140/3757] lr: 1.000e-05, eta: 5:23:44, time: 0.900, data_time: 0.003, memory: 7633, top1_acc: 0.7367, top5_acc: 0.9000, loss_cls: 1.0509, loss: 1.0509, grad_norm: 6.9111 2021-02-08 06:33:42,615 - mmaction - INFO - Epoch [95][3160/3757] lr: 1.000e-05, eta: 5:23:25, time: 1.538, data_time: 0.238, memory: 7633, top1_acc: 0.7586, top5_acc: 0.8945, loss_cls: 1.0141, loss: 1.0141, grad_norm: 7.0819 2021-02-08 06:34:07,611 - mmaction - INFO - Epoch [95][3180/3757] lr: 1.000e-05, eta: 5:23:05, time: 1.248, data_time: 0.007, memory: 7633, top1_acc: 0.7406, top5_acc: 0.8977, loss_cls: 1.0394, loss: 1.0394, grad_norm: 6.9331 2021-02-08 06:34:41,769 - mmaction - INFO - Epoch [95][3200/3757] lr: 1.000e-05, eta: 5:22:46, time: 1.712, data_time: 0.171, memory: 7633, top1_acc: 0.7266, top5_acc: 0.9023, loss_cls: 1.0533, loss: 1.0533, grad_norm: 7.2107 2021-02-08 06:35:24,938 - mmaction - INFO - Epoch [95][3220/3757] lr: 1.000e-05, eta: 5:22:28, time: 2.148, data_time: 0.012, memory: 7633, top1_acc: 0.7414, top5_acc: 0.9094, loss_cls: 1.0006, loss: 1.0006, grad_norm: 7.0482 2021-02-08 06:35:53,706 - mmaction - INFO - Epoch [95][3240/3757] lr: 1.000e-05, eta: 5:22:08, time: 1.443, data_time: 0.017, memory: 7633, top1_acc: 0.7328, top5_acc: 0.8898, loss_cls: 1.1006, loss: 1.1006, grad_norm: 7.1786 2021-02-08 06:36:21,052 - mmaction - INFO - Epoch [95][3260/3757] lr: 1.000e-05, eta: 5:21:49, time: 1.374, data_time: 0.010, memory: 7633, top1_acc: 0.7523, top5_acc: 0.9094, loss_cls: 0.9817, loss: 0.9817, grad_norm: 6.8984 2021-02-08 06:37:51,191 - mmaction - INFO - Epoch [95][3280/3757] lr: 1.000e-05, eta: 5:21:34, time: 4.506, data_time: 3.770, memory: 7633, top1_acc: 0.7484, top5_acc: 0.8977, loss_cls: 1.0393, loss: 1.0393, grad_norm: 6.9489 2021-02-08 06:39:21,171 - mmaction - INFO - Epoch [95][3300/3757] lr: 1.000e-05, eta: 5:21:18, time: 4.500, data_time: 1.923, memory: 7633, top1_acc: 0.7555, top5_acc: 0.9016, loss_cls: 0.9937, loss: 0.9937, grad_norm: 6.7137 2021-02-08 06:40:06,002 - mmaction - INFO - Epoch [95][3320/3757] lr: 1.000e-05, eta: 5:21:00, time: 2.241, data_time: 0.001, memory: 7633, top1_acc: 0.7266, top5_acc: 0.8867, loss_cls: 1.1015, loss: 1.1015, grad_norm: 7.2983 2021-02-08 06:41:30,247 - mmaction - INFO - Epoch [95][3340/3757] lr: 1.000e-05, eta: 5:20:45, time: 4.213, data_time: 0.001, memory: 7633, top1_acc: 0.7492, top5_acc: 0.9070, loss_cls: 0.9705, loss: 0.9705, grad_norm: 6.5891 2021-02-08 06:42:22,562 - mmaction - INFO - Epoch [95][3360/3757] lr: 1.000e-05, eta: 5:20:27, time: 2.616, data_time: 0.001, memory: 7633, top1_acc: 0.7492, top5_acc: 0.9047, loss_cls: 1.0307, loss: 1.0307, grad_norm: 6.9977 2021-02-08 06:43:46,689 - mmaction - INFO - Epoch [95][3380/3757] lr: 1.000e-05, eta: 5:20:11, time: 4.206, data_time: 1.456, memory: 7633, top1_acc: 0.7367, top5_acc: 0.9086, loss_cls: 1.0393, loss: 1.0393, grad_norm: 7.1914 2021-02-08 06:45:35,655 - mmaction - INFO - Epoch [95][3400/3757] lr: 1.000e-05, eta: 5:19:57, time: 5.449, data_time: 1.740, memory: 7633, top1_acc: 0.7523, top5_acc: 0.9047, loss_cls: 1.0274, loss: 1.0274, grad_norm: 6.7284 2021-02-08 06:46:32,000 - mmaction - INFO - Epoch [95][3420/3757] lr: 1.000e-05, eta: 5:19:40, time: 2.817, data_time: 1.512, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9125, loss_cls: 0.9851, loss: 0.9851, grad_norm: 7.0974 2021-02-08 06:46:40,770 - mmaction - INFO - Epoch [95][3440/3757] lr: 1.000e-05, eta: 5:19:19, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.0639, loss: 1.0639, grad_norm: 7.1112 2021-02-08 06:47:51,998 - mmaction - INFO - Epoch [95][3460/3757] lr: 1.000e-05, eta: 5:19:03, time: 3.561, data_time: 3.108, memory: 7633, top1_acc: 0.7133, top5_acc: 0.8930, loss_cls: 1.1247, loss: 1.1247, grad_norm: 7.2637 2021-02-08 06:48:31,826 - mmaction - INFO - Epoch [95][3480/3757] lr: 1.000e-05, eta: 5:18:44, time: 1.992, data_time: 0.001, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9047, loss_cls: 1.0400, loss: 1.0400, grad_norm: 7.1699 2021-02-08 06:50:24,013 - mmaction - INFO - Epoch [95][3500/3757] lr: 1.000e-05, eta: 5:18:30, time: 5.608, data_time: 0.001, memory: 7633, top1_acc: 0.7375, top5_acc: 0.8992, loss_cls: 1.0679, loss: 1.0679, grad_norm: 7.0531 2021-02-08 06:51:18,721 - mmaction - INFO - Epoch [95][3520/3757] lr: 1.000e-05, eta: 5:18:13, time: 2.732, data_time: 0.002, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9094, loss_cls: 0.9765, loss: 0.9765, grad_norm: 6.8649 2021-02-08 06:51:42,101 - mmaction - INFO - Epoch [95][3540/3757] lr: 1.000e-05, eta: 5:17:53, time: 1.167, data_time: 0.006, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9086, loss_cls: 0.9860, loss: 0.9860, grad_norm: 6.8102 2021-02-08 06:52:15,285 - mmaction - INFO - Epoch [95][3560/3757] lr: 1.000e-05, eta: 5:17:33, time: 1.651, data_time: 0.009, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9055, loss_cls: 1.0199, loss: 1.0199, grad_norm: 6.9855 2021-02-08 06:53:07,305 - mmaction - INFO - Epoch [95][3580/3757] lr: 1.000e-05, eta: 5:17:16, time: 2.615, data_time: 0.815, memory: 7633, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0729, loss: 1.0729, grad_norm: 7.1507 2021-02-08 06:53:40,003 - mmaction - INFO - Epoch [95][3600/3757] lr: 1.000e-05, eta: 5:16:56, time: 1.636, data_time: 0.006, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9070, loss_cls: 1.0040, loss: 1.0040, grad_norm: 6.8984 2021-02-08 06:54:19,775 - mmaction - INFO - Epoch [95][3620/3757] lr: 1.000e-05, eta: 5:16:38, time: 1.985, data_time: 0.004, memory: 7633, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.0639, loss: 1.0639, grad_norm: 6.9237 2021-02-08 06:54:54,033 - mmaction - INFO - Epoch [95][3640/3757] lr: 1.000e-05, eta: 5:16:19, time: 1.716, data_time: 0.417, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9195, loss_cls: 0.9589, loss: 0.9589, grad_norm: 6.8678 2021-02-08 06:56:50,132 - mmaction - INFO - Epoch [95][3660/3757] lr: 1.000e-05, eta: 5:16:05, time: 5.806, data_time: 5.355, memory: 7633, top1_acc: 0.7469, top5_acc: 0.8922, loss_cls: 1.0313, loss: 1.0313, grad_norm: 7.1496 2021-02-08 06:57:23,512 - mmaction - INFO - Epoch [95][3680/3757] lr: 1.000e-05, eta: 5:15:46, time: 1.668, data_time: 0.001, memory: 7633, top1_acc: 0.7523, top5_acc: 0.8883, loss_cls: 1.0634, loss: 1.0634, grad_norm: 7.0278 2021-02-08 06:59:07,644 - mmaction - INFO - Epoch [95][3700/3757] lr: 1.000e-05, eta: 5:15:32, time: 5.207, data_time: 4.753, memory: 7633, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.0970, loss: 1.0970, grad_norm: 7.2984 2021-02-08 06:59:53,585 - mmaction - INFO - Epoch [95][3720/3757] lr: 1.000e-05, eta: 5:15:13, time: 2.298, data_time: 0.001, memory: 7633, top1_acc: 0.7297, top5_acc: 0.9039, loss_cls: 1.0931, loss: 1.0931, grad_norm: 7.0261 2021-02-08 07:00:57,758 - mmaction - INFO - Epoch [95][3740/3757] lr: 1.000e-05, eta: 5:14:56, time: 3.209, data_time: 0.001, memory: 7633, top1_acc: 0.7477, top5_acc: 0.8984, loss_cls: 1.0160, loss: 1.0160, grad_norm: 7.0944 2021-02-08 07:01:48,971 - mmaction - INFO - Saving checkpoint at 95 epochs 2021-02-08 07:02:57,478 - mmaction - INFO - Epoch [96][20/3757] lr: 1.000e-05, eta: 5:14:21, time: 3.364, data_time: 2.906, memory: 7633, top1_acc: 0.7547, top5_acc: 0.9000, loss_cls: 1.0092, loss: 1.0092, grad_norm: 6.9343 2021-02-08 07:03:06,339 - mmaction - INFO - Epoch [96][40/3757] lr: 1.000e-05, eta: 5:14:00, time: 0.442, data_time: 0.002, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8992, loss_cls: 1.0338, loss: 1.0338, grad_norm: 7.1011 2021-02-08 07:03:15,742 - mmaction - INFO - Epoch [96][60/3757] lr: 1.000e-05, eta: 5:13:39, time: 0.470, data_time: 0.001, memory: 7633, top1_acc: 0.7383, top5_acc: 0.9078, loss_cls: 1.0401, loss: 1.0401, grad_norm: 7.2290 2021-02-08 07:03:24,771 - mmaction - INFO - Epoch [96][80/3757] lr: 1.000e-05, eta: 5:13:19, time: 0.451, data_time: 0.001, memory: 7633, top1_acc: 0.7305, top5_acc: 0.8789, loss_cls: 1.1103, loss: 1.1103, grad_norm: 6.9636 2021-02-08 07:03:33,620 - mmaction - INFO - Epoch [96][100/3757] lr: 1.000e-05, eta: 5:12:58, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9102, loss_cls: 0.9695, loss: 0.9695, grad_norm: 6.7911 2021-02-08 07:03:42,615 - mmaction - INFO - Epoch [96][120/3757] lr: 1.000e-05, eta: 5:12:37, time: 0.450, data_time: 0.001, memory: 7633, top1_acc: 0.7570, top5_acc: 0.9047, loss_cls: 0.9685, loss: 0.9685, grad_norm: 6.8805 2021-02-08 07:03:51,701 - mmaction - INFO - Epoch [96][140/3757] lr: 1.000e-05, eta: 5:12:16, time: 0.455, data_time: 0.001, memory: 7633, top1_acc: 0.7688, top5_acc: 0.9180, loss_cls: 0.9358, loss: 0.9358, grad_norm: 6.7137 2021-02-08 07:04:00,835 - mmaction - INFO - Epoch [96][160/3757] lr: 1.000e-05, eta: 5:11:55, time: 0.457, data_time: 0.001, memory: 7633, top1_acc: 0.7625, top5_acc: 0.9031, loss_cls: 0.9933, loss: 0.9933, grad_norm: 6.6685 2021-02-08 07:04:09,902 - mmaction - INFO - Epoch [96][180/3757] lr: 1.000e-05, eta: 5:11:34, time: 0.453, data_time: 0.001, memory: 7633, top1_acc: 0.7242, top5_acc: 0.9062, loss_cls: 1.0939, loss: 1.0939, grad_norm: 7.2468 2021-02-08 07:04:19,032 - mmaction - INFO - Epoch [96][200/3757] lr: 1.000e-05, eta: 5:11:13, time: 0.457, data_time: 0.001, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9031, loss_cls: 0.9840, loss: 0.9840, grad_norm: 7.0779 2021-02-08 07:04:28,110 - mmaction - INFO - Epoch [96][220/3757] lr: 1.000e-05, eta: 5:10:53, time: 0.454, data_time: 0.001, memory: 7633, top1_acc: 0.7344, top5_acc: 0.8914, loss_cls: 1.0778, loss: 1.0778, grad_norm: 7.1779 2021-02-08 07:04:37,199 - mmaction - INFO - Epoch [96][240/3757] lr: 1.000e-05, eta: 5:10:32, time: 0.454, data_time: 0.001, memory: 7633, top1_acc: 0.7422, top5_acc: 0.9008, loss_cls: 1.0296, loss: 1.0296, grad_norm: 7.1576 2021-02-08 07:04:46,427 - mmaction - INFO - Epoch [96][260/3757] lr: 1.000e-05, eta: 5:10:11, time: 0.461, data_time: 0.002, memory: 7633, top1_acc: 0.7258, top5_acc: 0.8883, loss_cls: 1.1142, loss: 1.1142, grad_norm: 7.4168 2021-02-08 07:04:55,708 - mmaction - INFO - Epoch [96][280/3757] lr: 1.000e-05, eta: 5:09:50, time: 0.465, data_time: 0.002, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8922, loss_cls: 1.0972, loss: 1.0972, grad_norm: 7.1366 2021-02-08 07:05:05,033 - mmaction - INFO - Epoch [96][300/3757] lr: 1.000e-05, eta: 5:09:29, time: 0.466, data_time: 0.001, memory: 7633, top1_acc: 0.7617, top5_acc: 0.9109, loss_cls: 0.9571, loss: 0.9571, grad_norm: 6.9086 2021-02-08 07:05:14,426 - mmaction - INFO - Epoch [96][320/3757] lr: 1.000e-05, eta: 5:09:09, time: 0.469, data_time: 0.002, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9047, loss_cls: 0.9998, loss: 0.9998, grad_norm: 6.6430 2021-02-08 07:05:24,484 - mmaction - INFO - Epoch [96][340/3757] lr: 1.000e-05, eta: 5:08:48, time: 0.502, data_time: 0.002, memory: 7633, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0512, loss: 1.0512, grad_norm: 6.8510 2021-02-08 07:05:35,541 - mmaction - INFO - Epoch [96][360/3757] lr: 1.000e-05, eta: 5:08:27, time: 0.552, data_time: 0.003, memory: 7633, top1_acc: 0.7516, top5_acc: 0.9102, loss_cls: 1.0042, loss: 1.0042, grad_norm: 6.9843 2021-02-08 07:06:05,431 - mmaction - INFO - Epoch [96][380/3757] lr: 1.000e-05, eta: 5:08:08, time: 1.489, data_time: 0.304, memory: 7633, top1_acc: 0.7352, top5_acc: 0.9055, loss_cls: 1.0319, loss: 1.0319, grad_norm: 6.9460 2021-02-08 07:06:31,224 - mmaction - INFO - Epoch [96][400/3757] lr: 1.000e-05, eta: 5:07:48, time: 1.286, data_time: 0.011, memory: 7633, top1_acc: 0.7516, top5_acc: 0.9031, loss_cls: 0.9719, loss: 0.9719, grad_norm: 6.7811 2021-02-08 07:07:00,152 - mmaction - INFO - Epoch [96][420/3757] lr: 1.000e-05, eta: 5:07:28, time: 1.447, data_time: 0.025, memory: 7633, top1_acc: 0.7516, top5_acc: 0.8891, loss_cls: 1.0659, loss: 1.0659, grad_norm: 6.9329 2021-02-08 07:07:30,305 - mmaction - INFO - Epoch [96][440/3757] lr: 1.000e-05, eta: 5:07:09, time: 1.501, data_time: 0.022, memory: 7633, top1_acc: 0.7336, top5_acc: 0.8992, loss_cls: 1.0424, loss: 1.0424, grad_norm: 7.2057 2021-02-08 07:08:02,254 - mmaction - INFO - Epoch [96][460/3757] lr: 1.000e-05, eta: 5:06:50, time: 1.605, data_time: 0.025, memory: 7633, top1_acc: 0.7438, top5_acc: 0.8961, loss_cls: 1.0297, loss: 1.0297, grad_norm: 6.7199 2021-02-08 07:08:12,132 - mmaction - INFO - Epoch [96][480/3757] lr: 1.000e-05, eta: 5:06:29, time: 0.505, data_time: 0.015, memory: 7633, top1_acc: 0.7445, top5_acc: 0.9008, loss_cls: 1.0413, loss: 1.0413, grad_norm: 6.8758 2021-02-08 07:08:20,900 - mmaction - INFO - Epoch [96][500/3757] lr: 1.000e-05, eta: 5:06:08, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7461, top5_acc: 0.9047, loss_cls: 1.0372, loss: 1.0372, grad_norm: 7.1207 2021-02-08 07:08:29,701 - mmaction - INFO - Epoch [96][520/3757] lr: 1.000e-05, eta: 5:05:47, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7391, top5_acc: 0.9031, loss_cls: 1.0580, loss: 1.0580, grad_norm: 7.0787 2021-02-08 07:08:38,463 - mmaction - INFO - Epoch [96][540/3757] lr: 1.000e-05, eta: 5:05:26, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7539, top5_acc: 0.9172, loss_cls: 0.9550, loss: 0.9550, grad_norm: 7.0771 2021-02-08 07:08:47,239 - mmaction - INFO - Epoch [96][560/3757] lr: 1.000e-05, eta: 5:05:06, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7391, top5_acc: 0.8938, loss_cls: 1.0812, loss: 1.0812, grad_norm: 6.9762 2021-02-08 07:08:56,005 - mmaction - INFO - Epoch [96][580/3757] lr: 1.000e-05, eta: 5:04:45, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7344, top5_acc: 0.9070, loss_cls: 1.0331, loss: 1.0331, grad_norm: 7.3021 2021-02-08 07:09:04,763 - mmaction - INFO - Epoch [96][600/3757] lr: 1.000e-05, eta: 5:04:24, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7484, top5_acc: 0.9062, loss_cls: 0.9814, loss: 0.9814, grad_norm: 6.9334 2021-02-08 07:09:13,552 - mmaction - INFO - Epoch [96][620/3757] lr: 1.000e-05, eta: 5:04:03, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8953, loss_cls: 1.0299, loss: 1.0299, grad_norm: 6.9845 2021-02-08 07:09:22,374 - mmaction - INFO - Epoch [96][640/3757] lr: 1.000e-05, eta: 5:03:42, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7516, top5_acc: 0.8922, loss_cls: 1.0407, loss: 1.0407, grad_norm: 6.9879 2021-02-08 07:09:31,168 - mmaction - INFO - Epoch [96][660/3757] lr: 1.000e-05, eta: 5:03:21, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7586, top5_acc: 0.8938, loss_cls: 1.0058, loss: 1.0058, grad_norm: 6.6761 2021-02-08 07:09:39,984 - mmaction - INFO - Epoch [96][680/3757] lr: 1.000e-05, eta: 5:03:01, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7406, top5_acc: 0.9039, loss_cls: 1.0425, loss: 1.0425, grad_norm: 6.9204 2021-02-08 07:09:48,768 - mmaction - INFO - Epoch [96][700/3757] lr: 1.000e-05, eta: 5:02:40, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9023, loss_cls: 1.0795, loss: 1.0795, grad_norm: 7.3013 2021-02-08 07:09:57,624 - mmaction - INFO - Epoch [96][720/3757] lr: 1.000e-05, eta: 5:02:19, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7445, top5_acc: 0.9039, loss_cls: 1.0153, loss: 1.0153, grad_norm: 6.9884 2021-02-08 07:10:06,400 - mmaction - INFO - Epoch [96][740/3757] lr: 1.000e-05, eta: 5:01:58, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7445, top5_acc: 0.8984, loss_cls: 1.0229, loss: 1.0229, grad_norm: 7.1361 2021-02-08 07:10:15,257 - mmaction - INFO - Epoch [96][760/3757] lr: 1.000e-05, eta: 5:01:37, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8914, loss_cls: 1.0601, loss: 1.0601, grad_norm: 6.9252 2021-02-08 07:10:24,072 - mmaction - INFO - Epoch [96][780/3757] lr: 1.000e-05, eta: 5:01:16, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7492, top5_acc: 0.9117, loss_cls: 0.9877, loss: 0.9877, grad_norm: 6.8325 2021-02-08 07:10:32,908 - mmaction - INFO - Epoch [96][800/3757] lr: 1.000e-05, eta: 5:00:56, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7180, top5_acc: 0.8930, loss_cls: 1.1175, loss: 1.1175, grad_norm: 7.2446 2021-02-08 07:10:41,734 - mmaction - INFO - Epoch [96][820/3757] lr: 1.000e-05, eta: 5:00:35, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7695, top5_acc: 0.9023, loss_cls: 0.9979, loss: 0.9979, grad_norm: 6.8196 2021-02-08 07:10:50,542 - mmaction - INFO - Epoch [96][840/3757] lr: 1.000e-05, eta: 5:00:14, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7492, top5_acc: 0.9086, loss_cls: 0.9720, loss: 0.9720, grad_norm: 6.9143 2021-02-08 07:10:59,378 - mmaction - INFO - Epoch [96][860/3757] lr: 1.000e-05, eta: 4:59:53, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7320, top5_acc: 0.8938, loss_cls: 1.0685, loss: 1.0685, grad_norm: 7.1211 2021-02-08 07:11:08,246 - mmaction - INFO - Epoch [96][880/3757] lr: 1.000e-05, eta: 4:59:32, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7227, top5_acc: 0.8883, loss_cls: 1.1212, loss: 1.1212, grad_norm: 7.1221 2021-02-08 07:11:17,102 - mmaction - INFO - Epoch [96][900/3757] lr: 1.000e-05, eta: 4:59:12, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7469, top5_acc: 0.8938, loss_cls: 1.0383, loss: 1.0383, grad_norm: 6.9467 2021-02-08 07:11:25,919 - mmaction - INFO - Epoch [96][920/3757] lr: 1.000e-05, eta: 4:58:51, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7523, top5_acc: 0.9062, loss_cls: 1.0183, loss: 1.0183, grad_norm: 6.7762 2021-02-08 07:11:34,768 - mmaction - INFO - Epoch [96][940/3757] lr: 1.000e-05, eta: 4:58:30, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7391, top5_acc: 0.8984, loss_cls: 1.0501, loss: 1.0501, grad_norm: 7.1691 2021-02-08 07:11:43,575 - mmaction - INFO - Epoch [96][960/3757] lr: 1.000e-05, eta: 4:58:09, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7766, top5_acc: 0.9055, loss_cls: 0.9266, loss: 0.9266, grad_norm: 6.6354 2021-02-08 07:11:52,387 - mmaction - INFO - Epoch [96][980/3757] lr: 1.000e-05, eta: 4:57:48, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7336, top5_acc: 0.9016, loss_cls: 1.0527, loss: 1.0527, grad_norm: 7.1489 2021-02-08 07:12:01,234 - mmaction - INFO - Epoch [96][1000/3757] lr: 1.000e-05, eta: 4:57:28, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7391, top5_acc: 0.8984, loss_cls: 1.0143, loss: 1.0143, grad_norm: 7.0104 2021-02-08 07:12:10,050 - mmaction - INFO - Epoch [96][1020/3757] lr: 1.000e-05, eta: 4:57:07, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.9564, loss: 0.9564, grad_norm: 6.8186 2021-02-08 07:12:18,874 - mmaction - INFO - Epoch [96][1040/3757] lr: 1.000e-05, eta: 4:56:46, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8969, loss_cls: 1.0632, loss: 1.0632, grad_norm: 6.8849 2021-02-08 07:12:27,711 - mmaction - INFO - Epoch [96][1060/3757] lr: 1.000e-05, eta: 4:56:25, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7547, top5_acc: 0.9125, loss_cls: 0.9657, loss: 0.9657, grad_norm: 6.7832 2021-02-08 07:12:36,581 - mmaction - INFO - Epoch [96][1080/3757] lr: 1.000e-05, eta: 4:56:04, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7148, top5_acc: 0.8875, loss_cls: 1.1478, loss: 1.1478, grad_norm: 7.2884 2021-02-08 07:12:45,416 - mmaction - INFO - Epoch [96][1100/3757] lr: 1.000e-05, eta: 4:55:44, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7523, top5_acc: 0.9086, loss_cls: 0.9900, loss: 0.9900, grad_norm: 6.8424 2021-02-08 07:12:54,282 - mmaction - INFO - Epoch [96][1120/3757] lr: 1.000e-05, eta: 4:55:23, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7328, top5_acc: 0.8844, loss_cls: 1.0958, loss: 1.0958, grad_norm: 7.1787 2021-02-08 07:13:03,178 - mmaction - INFO - Epoch [96][1140/3757] lr: 1.000e-05, eta: 4:55:02, time: 0.445, data_time: 0.000, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8922, loss_cls: 1.0591, loss: 1.0591, grad_norm: 6.9886 2021-02-08 07:13:12,005 - mmaction - INFO - Epoch [96][1160/3757] lr: 1.000e-05, eta: 4:54:41, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7328, top5_acc: 0.8984, loss_cls: 1.0547, loss: 1.0547, grad_norm: 6.7819 2021-02-08 07:13:20,851 - mmaction - INFO - Epoch [96][1180/3757] lr: 1.000e-05, eta: 4:54:20, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7445, top5_acc: 0.8938, loss_cls: 1.0717, loss: 1.0717, grad_norm: 7.0190 2021-02-08 07:13:29,777 - mmaction - INFO - Epoch [96][1200/3757] lr: 1.000e-05, eta: 4:54:00, time: 0.446, data_time: 0.000, memory: 7633, top1_acc: 0.7242, top5_acc: 0.8852, loss_cls: 1.1092, loss: 1.1092, grad_norm: 7.2187 2021-02-08 07:13:38,611 - mmaction - INFO - Epoch [96][1220/3757] lr: 1.000e-05, eta: 4:53:39, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8984, loss_cls: 1.0484, loss: 1.0484, grad_norm: 7.1552 2021-02-08 07:13:47,517 - mmaction - INFO - Epoch [96][1240/3757] lr: 1.000e-05, eta: 4:53:18, time: 0.446, data_time: 0.001, memory: 7633, top1_acc: 0.7391, top5_acc: 0.9055, loss_cls: 1.0451, loss: 1.0451, grad_norm: 6.9824 2021-02-08 07:13:56,366 - mmaction - INFO - Epoch [96][1260/3757] lr: 1.000e-05, eta: 4:52:57, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7383, top5_acc: 0.9000, loss_cls: 1.0279, loss: 1.0279, grad_norm: 6.9926 2021-02-08 07:14:05,263 - mmaction - INFO - Epoch [96][1280/3757] lr: 1.000e-05, eta: 4:52:37, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7305, top5_acc: 0.9039, loss_cls: 1.0193, loss: 1.0193, grad_norm: 7.0112 2021-02-08 07:14:14,122 - mmaction - INFO - Epoch [96][1300/3757] lr: 1.000e-05, eta: 4:52:16, time: 0.444, data_time: 0.002, memory: 7633, top1_acc: 0.7633, top5_acc: 0.9031, loss_cls: 0.9855, loss: 0.9855, grad_norm: 6.7177 2021-02-08 07:14:22,968 - mmaction - INFO - Epoch [96][1320/3757] lr: 1.000e-05, eta: 4:51:55, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1089, loss: 1.1089, grad_norm: 7.3226 2021-02-08 07:14:31,794 - mmaction - INFO - Epoch [96][1340/3757] lr: 1.000e-05, eta: 4:51:34, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7594, top5_acc: 0.9195, loss_cls: 0.9418, loss: 0.9418, grad_norm: 6.7399 2021-02-08 07:14:40,697 - mmaction - INFO - Epoch [96][1360/3757] lr: 1.000e-05, eta: 4:51:14, time: 0.445, data_time: 0.000, memory: 7633, top1_acc: 0.7484, top5_acc: 0.9094, loss_cls: 1.0196, loss: 1.0196, grad_norm: 7.0843 2021-02-08 07:14:49,569 - mmaction - INFO - Epoch [96][1380/3757] lr: 1.000e-05, eta: 4:50:53, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9039, loss_cls: 1.0010, loss: 1.0010, grad_norm: 6.8817 2021-02-08 07:14:58,336 - mmaction - INFO - Epoch [96][1400/3757] lr: 1.000e-05, eta: 4:50:32, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9000, loss_cls: 0.9883, loss: 0.9883, grad_norm: 6.8558 2021-02-08 07:15:07,181 - mmaction - INFO - Epoch [96][1420/3757] lr: 1.000e-05, eta: 4:50:11, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9039, loss_cls: 1.0229, loss: 1.0229, grad_norm: 7.1053 2021-02-08 07:15:16,044 - mmaction - INFO - Epoch [96][1440/3757] lr: 1.000e-05, eta: 4:49:50, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7445, top5_acc: 0.8953, loss_cls: 1.0529, loss: 1.0529, grad_norm: 6.9133 2021-02-08 07:15:24,850 - mmaction - INFO - Epoch [96][1460/3757] lr: 1.000e-05, eta: 4:49:30, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7359, top5_acc: 0.9086, loss_cls: 1.0324, loss: 1.0324, grad_norm: 7.1251 2021-02-08 07:15:33,768 - mmaction - INFO - Epoch [96][1480/3757] lr: 1.000e-05, eta: 4:49:09, time: 0.446, data_time: 0.001, memory: 7633, top1_acc: 0.7117, top5_acc: 0.8977, loss_cls: 1.0965, loss: 1.0965, grad_norm: 7.2158 2021-02-08 07:15:42,642 - mmaction - INFO - Epoch [96][1500/3757] lr: 1.000e-05, eta: 4:48:48, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7406, top5_acc: 0.8906, loss_cls: 1.0936, loss: 1.0936, grad_norm: 7.1660 2021-02-08 07:15:51,519 - mmaction - INFO - Epoch [96][1520/3757] lr: 1.000e-05, eta: 4:48:27, time: 0.444, data_time: 0.000, memory: 7633, top1_acc: 0.7391, top5_acc: 0.9086, loss_cls: 1.0209, loss: 1.0209, grad_norm: 6.9811 2021-02-08 07:16:00,392 - mmaction - INFO - Epoch [96][1540/3757] lr: 1.000e-05, eta: 4:48:07, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7586, top5_acc: 0.9055, loss_cls: 0.9982, loss: 0.9982, grad_norm: 6.9918 2021-02-08 07:16:09,213 - mmaction - INFO - Epoch [96][1560/3757] lr: 1.000e-05, eta: 4:47:46, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0215, loss: 1.0215, grad_norm: 6.9877 2021-02-08 07:16:18,047 - mmaction - INFO - Epoch [96][1580/3757] lr: 1.000e-05, eta: 4:47:25, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 1.0267, loss: 1.0267, grad_norm: 7.0482 2021-02-08 07:16:26,941 - mmaction - INFO - Epoch [96][1600/3757] lr: 1.000e-05, eta: 4:47:04, time: 0.444, data_time: 0.000, memory: 7633, top1_acc: 0.7289, top5_acc: 0.9109, loss_cls: 1.0187, loss: 1.0187, grad_norm: 7.1316 2021-02-08 07:16:35,760 - mmaction - INFO - Epoch [96][1620/3757] lr: 1.000e-05, eta: 4:46:44, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7414, top5_acc: 0.9078, loss_cls: 1.0550, loss: 1.0550, grad_norm: 7.0167 2021-02-08 07:16:44,608 - mmaction - INFO - Epoch [96][1640/3757] lr: 1.000e-05, eta: 4:46:23, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7336, top5_acc: 0.8945, loss_cls: 1.0306, loss: 1.0306, grad_norm: 6.9602 2021-02-08 07:16:53,455 - mmaction - INFO - Epoch [96][1660/3757] lr: 1.000e-05, eta: 4:46:02, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7531, top5_acc: 0.8930, loss_cls: 1.0341, loss: 1.0341, grad_norm: 7.0650 2021-02-08 07:17:02,291 - mmaction - INFO - Epoch [96][1680/3757] lr: 1.000e-05, eta: 4:45:42, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7445, top5_acc: 0.8922, loss_cls: 1.0599, loss: 1.0599, grad_norm: 6.9722 2021-02-08 07:17:11,097 - mmaction - INFO - Epoch [96][1700/3757] lr: 1.000e-05, eta: 4:45:21, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7398, top5_acc: 0.9047, loss_cls: 1.0193, loss: 1.0193, grad_norm: 7.0392 2021-02-08 07:17:19,972 - mmaction - INFO - Epoch [96][1720/3757] lr: 1.000e-05, eta: 4:45:00, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7320, top5_acc: 0.8875, loss_cls: 1.0969, loss: 1.0969, grad_norm: 7.1031 2021-02-08 07:17:28,889 - mmaction - INFO - Epoch [96][1740/3757] lr: 1.000e-05, eta: 4:44:39, time: 0.445, data_time: 0.003, memory: 7633, top1_acc: 0.7547, top5_acc: 0.9031, loss_cls: 1.0584, loss: 1.0584, grad_norm: 6.9700 2021-02-08 07:17:37,736 - mmaction - INFO - Epoch [96][1760/3757] lr: 1.000e-05, eta: 4:44:19, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7195, top5_acc: 0.8805, loss_cls: 1.1259, loss: 1.1259, grad_norm: 7.2572 2021-02-08 07:17:46,592 - mmaction - INFO - Epoch [96][1780/3757] lr: 1.000e-05, eta: 4:43:58, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7648, top5_acc: 0.9086, loss_cls: 0.9697, loss: 0.9697, grad_norm: 6.6639 2021-02-08 07:17:55,480 - mmaction - INFO - Epoch [96][1800/3757] lr: 1.000e-05, eta: 4:43:37, time: 0.444, data_time: 0.000, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9008, loss_cls: 1.0273, loss: 1.0273, grad_norm: 7.0075 2021-02-08 07:18:04,310 - mmaction - INFO - Epoch [96][1820/3757] lr: 1.000e-05, eta: 4:43:16, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7328, top5_acc: 0.9000, loss_cls: 1.0470, loss: 1.0470, grad_norm: 6.9372 2021-02-08 07:18:13,187 - mmaction - INFO - Epoch [96][1840/3757] lr: 1.000e-05, eta: 4:42:56, time: 0.444, data_time: 0.000, memory: 7633, top1_acc: 0.7539, top5_acc: 0.9148, loss_cls: 0.9940, loss: 0.9940, grad_norm: 7.0051 2021-02-08 07:18:21,988 - mmaction - INFO - Epoch [96][1860/3757] lr: 1.000e-05, eta: 4:42:35, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7367, top5_acc: 0.8953, loss_cls: 1.0667, loss: 1.0667, grad_norm: 7.1230 2021-02-08 07:18:30,827 - mmaction - INFO - Epoch [96][1880/3757] lr: 1.000e-05, eta: 4:42:14, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7570, top5_acc: 0.9125, loss_cls: 0.9421, loss: 0.9421, grad_norm: 6.6619 2021-02-08 07:18:39,639 - mmaction - INFO - Epoch [96][1900/3757] lr: 1.000e-05, eta: 4:41:54, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9062, loss_cls: 0.9907, loss: 0.9907, grad_norm: 7.0242 2021-02-08 07:18:48,486 - mmaction - INFO - Epoch [96][1920/3757] lr: 1.000e-05, eta: 4:41:33, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7414, top5_acc: 0.9008, loss_cls: 1.0429, loss: 1.0429, grad_norm: 6.9999 2021-02-08 07:18:57,343 - mmaction - INFO - Epoch [96][1940/3757] lr: 1.000e-05, eta: 4:41:12, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7617, top5_acc: 0.9039, loss_cls: 1.0165, loss: 1.0165, grad_norm: 6.8990 2021-02-08 07:19:06,160 - mmaction - INFO - Epoch [96][1960/3757] lr: 1.000e-05, eta: 4:40:51, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7211, top5_acc: 0.8797, loss_cls: 1.1361, loss: 1.1361, grad_norm: 7.2564 2021-02-08 07:19:15,040 - mmaction - INFO - Epoch [96][1980/3757] lr: 1.000e-05, eta: 4:40:31, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7586, top5_acc: 0.8969, loss_cls: 1.0086, loss: 1.0086, grad_norm: 6.7731 2021-02-08 07:19:23,913 - mmaction - INFO - Epoch [96][2000/3757] lr: 1.000e-05, eta: 4:40:10, time: 0.444, data_time: 0.000, memory: 7633, top1_acc: 0.7406, top5_acc: 0.8945, loss_cls: 1.0614, loss: 1.0614, grad_norm: 7.0317 2021-02-08 07:19:32,768 - mmaction - INFO - Epoch [96][2020/3757] lr: 1.000e-05, eta: 4:39:49, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7312, top5_acc: 0.8820, loss_cls: 1.1166, loss: 1.1166, grad_norm: 7.0159 2021-02-08 07:19:41,709 - mmaction - INFO - Epoch [96][2040/3757] lr: 1.000e-05, eta: 4:39:29, time: 0.447, data_time: 0.001, memory: 7633, top1_acc: 0.7492, top5_acc: 0.8969, loss_cls: 1.0405, loss: 1.0405, grad_norm: 7.0325 2021-02-08 07:19:50,545 - mmaction - INFO - Epoch [96][2060/3757] lr: 1.000e-05, eta: 4:39:08, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7586, top5_acc: 0.9148, loss_cls: 0.9726, loss: 0.9726, grad_norm: 6.8607 2021-02-08 07:19:59,432 - mmaction - INFO - Epoch [96][2080/3757] lr: 1.000e-05, eta: 4:38:47, time: 0.444, data_time: 0.000, memory: 7633, top1_acc: 0.7430, top5_acc: 0.8930, loss_cls: 1.0394, loss: 1.0394, grad_norm: 6.7930 2021-02-08 07:20:08,315 - mmaction - INFO - Epoch [96][2100/3757] lr: 1.000e-05, eta: 4:38:26, time: 0.444, data_time: 0.000, memory: 7633, top1_acc: 0.7461, top5_acc: 0.8930, loss_cls: 1.0573, loss: 1.0573, grad_norm: 7.0062 2021-02-08 07:20:17,199 - mmaction - INFO - Epoch [96][2120/3757] lr: 1.000e-05, eta: 4:38:06, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8922, loss_cls: 1.0900, loss: 1.0900, grad_norm: 7.0203 2021-02-08 07:20:26,345 - mmaction - INFO - Epoch [96][2140/3757] lr: 1.000e-05, eta: 4:37:45, time: 0.458, data_time: 0.001, memory: 7633, top1_acc: 0.7242, top5_acc: 0.8742, loss_cls: 1.1239, loss: 1.1239, grad_norm: 7.0333 2021-02-08 07:20:35,948 - mmaction - INFO - Epoch [96][2160/3757] lr: 1.000e-05, eta: 4:37:24, time: 0.477, data_time: 0.001, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8852, loss_cls: 1.0855, loss: 1.0855, grad_norm: 7.1452 2021-02-08 07:20:44,957 - mmaction - INFO - Epoch [96][2180/3757] lr: 1.000e-05, eta: 4:37:04, time: 0.453, data_time: 0.004, memory: 7633, top1_acc: 0.7328, top5_acc: 0.8984, loss_cls: 1.0465, loss: 1.0465, grad_norm: 7.0916 2021-02-08 07:20:53,918 - mmaction - INFO - Epoch [96][2200/3757] lr: 1.000e-05, eta: 4:36:43, time: 0.448, data_time: 0.001, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9117, loss_cls: 0.9943, loss: 0.9943, grad_norm: 7.0098 2021-02-08 07:21:03,072 - mmaction - INFO - Epoch [96][2220/3757] lr: 1.000e-05, eta: 4:36:22, time: 0.458, data_time: 0.000, memory: 7633, top1_acc: 0.7695, top5_acc: 0.9156, loss_cls: 0.9245, loss: 0.9245, grad_norm: 6.6396 2021-02-08 07:21:12,351 - mmaction - INFO - Epoch [96][2240/3757] lr: 1.000e-05, eta: 4:36:02, time: 0.464, data_time: 0.001, memory: 7633, top1_acc: 0.7273, top5_acc: 0.8844, loss_cls: 1.1316, loss: 1.1316, grad_norm: 7.2284 2021-02-08 07:21:21,972 - mmaction - INFO - Epoch [96][2260/3757] lr: 1.000e-05, eta: 4:35:41, time: 0.481, data_time: 0.001, memory: 7633, top1_acc: 0.7406, top5_acc: 0.8930, loss_cls: 1.0560, loss: 1.0560, grad_norm: 7.0608 2021-02-08 07:21:32,012 - mmaction - INFO - Epoch [96][2280/3757] lr: 1.000e-05, eta: 4:35:20, time: 0.502, data_time: 0.001, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 1.0103, loss: 1.0103, grad_norm: 6.9007 2021-02-08 07:21:52,271 - mmaction - INFO - Epoch [96][2300/3757] lr: 1.000e-05, eta: 4:35:00, time: 1.012, data_time: 0.002, memory: 7633, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1080, loss: 1.1080, grad_norm: 7.4169 2021-02-08 07:22:03,172 - mmaction - INFO - Epoch [96][2320/3757] lr: 1.000e-05, eta: 4:34:40, time: 0.544, data_time: 0.002, memory: 7633, top1_acc: 0.7570, top5_acc: 0.9039, loss_cls: 0.9706, loss: 0.9706, grad_norm: 6.6370 2021-02-08 07:22:14,241 - mmaction - INFO - Epoch [96][2340/3757] lr: 1.000e-05, eta: 4:34:19, time: 0.554, data_time: 0.004, memory: 7633, top1_acc: 0.7383, top5_acc: 0.8836, loss_cls: 1.1020, loss: 1.1020, grad_norm: 6.8964 2021-02-08 07:22:25,609 - mmaction - INFO - Epoch [96][2360/3757] lr: 1.000e-05, eta: 4:33:59, time: 0.566, data_time: 0.003, memory: 7633, top1_acc: 0.7289, top5_acc: 0.8992, loss_cls: 1.0813, loss: 1.0813, grad_norm: 7.1626 2021-02-08 07:22:37,314 - mmaction - INFO - Epoch [96][2380/3757] lr: 1.000e-05, eta: 4:33:38, time: 0.590, data_time: 0.005, memory: 7633, top1_acc: 0.7547, top5_acc: 0.8992, loss_cls: 1.0209, loss: 1.0209, grad_norm: 6.9243 2021-02-08 07:22:50,509 - mmaction - INFO - Epoch [96][2400/3757] lr: 1.000e-05, eta: 4:33:18, time: 0.658, data_time: 0.001, memory: 7633, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.1002, loss: 1.1002, grad_norm: 7.1264 2021-02-08 07:23:06,759 - mmaction - INFO - Epoch [96][2420/3757] lr: 1.000e-05, eta: 4:32:58, time: 0.812, data_time: 0.006, memory: 7633, top1_acc: 0.7375, top5_acc: 0.9016, loss_cls: 1.0378, loss: 1.0378, grad_norm: 7.0200 2021-02-08 07:23:27,614 - mmaction - INFO - Epoch [96][2440/3757] lr: 1.000e-05, eta: 4:32:38, time: 1.045, data_time: 0.006, memory: 7633, top1_acc: 0.7648, top5_acc: 0.9070, loss_cls: 0.9454, loss: 0.9454, grad_norm: 6.6343 2021-02-08 07:23:53,614 - mmaction - INFO - Epoch [96][2460/3757] lr: 1.000e-05, eta: 4:32:18, time: 1.294, data_time: 0.006, memory: 7633, top1_acc: 0.7430, top5_acc: 0.8938, loss_cls: 1.0553, loss: 1.0553, grad_norm: 6.9573 2021-02-08 07:24:27,887 - mmaction - INFO - Epoch [96][2480/3757] lr: 1.000e-05, eta: 4:31:59, time: 1.696, data_time: 0.013, memory: 7633, top1_acc: 0.7539, top5_acc: 0.9062, loss_cls: 0.9686, loss: 0.9686, grad_norm: 6.8445 2021-02-08 07:25:03,683 - mmaction - INFO - Epoch [96][2500/3757] lr: 1.000e-05, eta: 4:31:40, time: 1.805, data_time: 0.036, memory: 7633, top1_acc: 0.7547, top5_acc: 0.9078, loss_cls: 0.9765, loss: 0.9765, grad_norm: 6.9986 2021-02-08 07:25:43,768 - mmaction - INFO - Epoch [96][2520/3757] lr: 1.000e-05, eta: 4:31:21, time: 2.003, data_time: 0.019, memory: 7633, top1_acc: 0.7383, top5_acc: 0.8914, loss_cls: 1.1047, loss: 1.1047, grad_norm: 7.1040 2021-02-08 07:26:16,889 - mmaction - INFO - Epoch [96][2540/3757] lr: 1.000e-05, eta: 4:31:02, time: 1.651, data_time: 0.015, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8969, loss_cls: 1.0750, loss: 1.0750, grad_norm: 7.0264 2021-02-08 07:26:54,737 - mmaction - INFO - Epoch [96][2560/3757] lr: 1.000e-05, eta: 4:30:43, time: 1.901, data_time: 0.019, memory: 7633, top1_acc: 0.7461, top5_acc: 0.8930, loss_cls: 1.0304, loss: 1.0304, grad_norm: 7.0853 2021-02-08 07:27:27,970 - mmaction - INFO - Epoch [96][2580/3757] lr: 1.000e-05, eta: 4:30:23, time: 1.655, data_time: 0.021, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9039, loss_cls: 1.0100, loss: 1.0100, grad_norm: 6.9082 2021-02-08 07:27:46,920 - mmaction - INFO - Epoch [96][2600/3757] lr: 1.000e-05, eta: 4:30:03, time: 0.960, data_time: 0.016, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9133, loss_cls: 0.9900, loss: 0.9900, grad_norm: 7.0457 2021-02-08 07:27:55,813 - mmaction - INFO - Epoch [96][2620/3757] lr: 1.000e-05, eta: 4:29:43, time: 0.445, data_time: 0.001, memory: 7633, top1_acc: 0.7461, top5_acc: 0.8914, loss_cls: 1.0326, loss: 1.0326, grad_norm: 6.8244 2021-02-08 07:28:04,595 - mmaction - INFO - Epoch [96][2640/3757] lr: 1.000e-05, eta: 4:29:22, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7500, top5_acc: 0.8961, loss_cls: 1.0257, loss: 1.0257, grad_norm: 6.9488 2021-02-08 07:28:13,360 - mmaction - INFO - Epoch [96][2660/3757] lr: 1.000e-05, eta: 4:29:01, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7359, top5_acc: 0.9047, loss_cls: 1.0445, loss: 1.0445, grad_norm: 7.1444 2021-02-08 07:28:22,134 - mmaction - INFO - Epoch [96][2680/3757] lr: 1.000e-05, eta: 4:28:41, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7375, top5_acc: 0.8977, loss_cls: 1.0218, loss: 1.0218, grad_norm: 6.9740 2021-02-08 07:28:30,863 - mmaction - INFO - Epoch [96][2700/3757] lr: 1.000e-05, eta: 4:28:20, time: 0.436, data_time: 0.000, memory: 7633, top1_acc: 0.7523, top5_acc: 0.9078, loss_cls: 0.9660, loss: 0.9660, grad_norm: 6.6999 2021-02-08 07:28:39,675 - mmaction - INFO - Epoch [96][2720/3757] lr: 1.000e-05, eta: 4:27:59, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9039, loss_cls: 0.9906, loss: 0.9906, grad_norm: 6.9300 2021-02-08 07:28:48,480 - mmaction - INFO - Epoch [96][2740/3757] lr: 1.000e-05, eta: 4:27:39, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7586, top5_acc: 0.9102, loss_cls: 0.9698, loss: 0.9698, grad_norm: 6.9351 2021-02-08 07:28:57,281 - mmaction - INFO - Epoch [96][2760/3757] lr: 1.000e-05, eta: 4:27:18, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7406, top5_acc: 0.9086, loss_cls: 1.0011, loss: 1.0011, grad_norm: 7.1453 2021-02-08 07:29:06,046 - mmaction - INFO - Epoch [96][2780/3757] lr: 1.000e-05, eta: 4:26:57, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7617, top5_acc: 0.8914, loss_cls: 1.0025, loss: 1.0025, grad_norm: 6.5768 2021-02-08 07:29:14,859 - mmaction - INFO - Epoch [96][2800/3757] lr: 1.000e-05, eta: 4:26:37, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7344, top5_acc: 0.9109, loss_cls: 1.0102, loss: 1.0102, grad_norm: 7.3195 2021-02-08 07:29:23,625 - mmaction - INFO - Epoch [96][2820/3757] lr: 1.000e-05, eta: 4:26:16, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.0841, loss: 1.0841, grad_norm: 7.1089 2021-02-08 07:29:32,440 - mmaction - INFO - Epoch [96][2840/3757] lr: 1.000e-05, eta: 4:25:55, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7477, top5_acc: 0.8953, loss_cls: 1.0174, loss: 1.0174, grad_norm: 7.0225 2021-02-08 07:30:05,199 - mmaction - INFO - Epoch [96][2860/3757] lr: 1.000e-05, eta: 4:25:36, time: 1.637, data_time: 0.000, memory: 7633, top1_acc: 0.7445, top5_acc: 0.9109, loss_cls: 1.0322, loss: 1.0322, grad_norm: 7.2363 2021-02-08 07:30:13,983 - mmaction - INFO - Epoch [96][2880/3757] lr: 1.000e-05, eta: 4:25:15, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7469, top5_acc: 0.8969, loss_cls: 1.0408, loss: 1.0408, grad_norm: 6.7967 2021-02-08 07:30:33,145 - mmaction - INFO - Epoch [96][2900/3757] lr: 1.000e-05, eta: 4:24:55, time: 0.958, data_time: 0.001, memory: 7633, top1_acc: 0.7578, top5_acc: 0.9078, loss_cls: 0.9928, loss: 0.9928, grad_norm: 6.6644 2021-02-08 07:30:48,896 - mmaction - INFO - Epoch [96][2920/3757] lr: 1.000e-05, eta: 4:24:35, time: 0.787, data_time: 0.054, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9055, loss_cls: 1.0022, loss: 1.0022, grad_norm: 6.8227 2021-02-08 07:30:57,716 - mmaction - INFO - Epoch [96][2940/3757] lr: 1.000e-05, eta: 4:24:14, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7578, top5_acc: 0.9125, loss_cls: 0.9768, loss: 0.9768, grad_norm: 6.6821 2021-02-08 07:31:06,478 - mmaction - INFO - Epoch [96][2960/3757] lr: 1.000e-05, eta: 4:23:54, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7453, top5_acc: 0.8992, loss_cls: 1.0436, loss: 1.0436, grad_norm: 6.9910 2021-02-08 07:31:15,303 - mmaction - INFO - Epoch [96][2980/3757] lr: 1.000e-05, eta: 4:23:33, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7461, top5_acc: 0.8938, loss_cls: 1.0371, loss: 1.0371, grad_norm: 6.9813 2021-02-08 07:31:24,110 - mmaction - INFO - Epoch [96][3000/3757] lr: 1.000e-05, eta: 4:23:12, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7578, top5_acc: 0.8969, loss_cls: 1.0115, loss: 1.0115, grad_norm: 6.8359 2021-02-08 07:31:32,927 - mmaction - INFO - Epoch [96][3020/3757] lr: 1.000e-05, eta: 4:22:52, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7422, top5_acc: 0.9023, loss_cls: 1.0440, loss: 1.0440, grad_norm: 7.0628 2021-02-08 07:31:55,476 - mmaction - INFO - Epoch [96][3040/3757] lr: 1.000e-05, eta: 4:22:32, time: 1.127, data_time: 0.000, memory: 7633, top1_acc: 0.7320, top5_acc: 0.8922, loss_cls: 1.0613, loss: 1.0613, grad_norm: 7.1395 2021-02-08 07:32:04,268 - mmaction - INFO - Epoch [96][3060/3757] lr: 1.000e-05, eta: 4:22:11, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7492, top5_acc: 0.8984, loss_cls: 1.0462, loss: 1.0462, grad_norm: 6.9688 2021-02-08 07:32:13,096 - mmaction - INFO - Epoch [96][3080/3757] lr: 1.000e-05, eta: 4:21:51, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7547, top5_acc: 0.8961, loss_cls: 0.9903, loss: 0.9903, grad_norm: 6.8599 2021-02-08 07:32:22,001 - mmaction - INFO - Epoch [96][3100/3757] lr: 1.000e-05, eta: 4:21:30, time: 0.446, data_time: 0.001, memory: 7633, top1_acc: 0.7266, top5_acc: 0.9031, loss_cls: 1.0520, loss: 1.0520, grad_norm: 7.1823 2021-02-08 07:32:30,800 - mmaction - INFO - Epoch [96][3120/3757] lr: 1.000e-05, eta: 4:21:09, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7477, top5_acc: 0.8914, loss_cls: 1.0550, loss: 1.0550, grad_norm: 6.9591 2021-02-08 07:32:39,651 - mmaction - INFO - Epoch [96][3140/3757] lr: 1.000e-05, eta: 4:20:49, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7492, top5_acc: 0.8945, loss_cls: 1.0436, loss: 1.0436, grad_norm: 6.9106 2021-02-08 07:32:57,235 - mmaction - INFO - Epoch [96][3160/3757] lr: 1.000e-05, eta: 4:20:29, time: 0.879, data_time: 0.435, memory: 7633, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.0623, loss: 1.0623, grad_norm: 7.0351 2021-02-08 07:33:18,229 - mmaction - INFO - Epoch [96][3180/3757] lr: 1.000e-05, eta: 4:20:09, time: 1.050, data_time: 0.606, memory: 7633, top1_acc: 0.7438, top5_acc: 0.8891, loss_cls: 1.0460, loss: 1.0460, grad_norm: 6.9627 2021-02-08 07:33:51,343 - mmaction - INFO - Epoch [96][3200/3757] lr: 1.000e-05, eta: 4:19:49, time: 1.655, data_time: 1.142, memory: 7633, top1_acc: 0.7344, top5_acc: 0.9016, loss_cls: 1.0306, loss: 1.0306, grad_norm: 7.0550 2021-02-08 07:34:00,137 - mmaction - INFO - Epoch [96][3220/3757] lr: 1.000e-05, eta: 4:19:29, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7320, top5_acc: 0.8953, loss_cls: 1.0823, loss: 1.0823, grad_norm: 7.1264 2021-02-08 07:34:28,045 - mmaction - INFO - Epoch [96][3240/3757] lr: 1.000e-05, eta: 4:19:09, time: 1.395, data_time: 0.948, memory: 7633, top1_acc: 0.7383, top5_acc: 0.8930, loss_cls: 1.0335, loss: 1.0335, grad_norm: 6.8805 2021-02-08 07:34:36,871 - mmaction - INFO - Epoch [96][3260/3757] lr: 1.000e-05, eta: 4:18:49, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7336, top5_acc: 0.8898, loss_cls: 1.0712, loss: 1.0712, grad_norm: 7.0847 2021-02-08 07:35:06,795 - mmaction - INFO - Epoch [96][3280/3757] lr: 1.000e-05, eta: 4:18:29, time: 1.496, data_time: 0.934, memory: 7633, top1_acc: 0.7633, top5_acc: 0.9102, loss_cls: 0.9478, loss: 0.9478, grad_norm: 6.7471 2021-02-08 07:35:38,930 - mmaction - INFO - Epoch [96][3300/3757] lr: 1.000e-05, eta: 4:18:10, time: 1.607, data_time: 1.164, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8984, loss_cls: 1.0529, loss: 1.0529, grad_norm: 6.8703 2021-02-08 07:35:47,673 - mmaction - INFO - Epoch [96][3320/3757] lr: 1.000e-05, eta: 4:17:49, time: 0.436, data_time: 0.000, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9078, loss_cls: 1.0035, loss: 1.0035, grad_norm: 6.9933 2021-02-08 07:36:10,772 - mmaction - INFO - Epoch [96][3340/3757] lr: 1.000e-05, eta: 4:17:29, time: 1.155, data_time: 0.712, memory: 7633, top1_acc: 0.7359, top5_acc: 0.9031, loss_cls: 1.0463, loss: 1.0463, grad_norm: 7.1565 2021-02-08 07:36:33,731 - mmaction - INFO - Epoch [96][3360/3757] lr: 1.000e-05, eta: 4:17:09, time: 1.148, data_time: 0.001, memory: 7633, top1_acc: 0.7211, top5_acc: 0.8828, loss_cls: 1.1425, loss: 1.1425, grad_norm: 7.2442 2021-02-08 07:37:03,387 - mmaction - INFO - Epoch [96][3380/3757] lr: 1.000e-05, eta: 4:16:50, time: 1.483, data_time: 0.940, memory: 7633, top1_acc: 0.7547, top5_acc: 0.8984, loss_cls: 0.9914, loss: 0.9914, grad_norm: 6.7644 2021-02-08 07:37:12,114 - mmaction - INFO - Epoch [96][3400/3757] lr: 1.000e-05, eta: 4:16:29, time: 0.436, data_time: 0.000, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9062, loss_cls: 1.0301, loss: 1.0301, grad_norm: 6.8415 2021-02-08 07:37:20,887 - mmaction - INFO - Epoch [96][3420/3757] lr: 1.000e-05, eta: 4:16:09, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7352, top5_acc: 0.8805, loss_cls: 1.1034, loss: 1.1034, grad_norm: 7.0741 2021-02-08 07:37:37,845 - mmaction - INFO - Epoch [96][3440/3757] lr: 1.000e-05, eta: 4:15:49, time: 0.848, data_time: 0.000, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8891, loss_cls: 1.1112, loss: 1.1112, grad_norm: 7.1349 2021-02-08 07:37:46,607 - mmaction - INFO - Epoch [96][3460/3757] lr: 1.000e-05, eta: 4:15:28, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9109, loss_cls: 1.0183, loss: 1.0183, grad_norm: 6.9848 2021-02-08 07:38:37,598 - mmaction - INFO - Epoch [96][3480/3757] lr: 1.000e-05, eta: 4:15:10, time: 2.550, data_time: 2.074, memory: 7633, top1_acc: 0.7555, top5_acc: 0.9023, loss_cls: 0.9879, loss: 0.9879, grad_norm: 6.8896 2021-02-08 07:38:46,331 - mmaction - INFO - Epoch [96][3500/3757] lr: 1.000e-05, eta: 4:14:49, time: 0.437, data_time: 0.000, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9023, loss_cls: 1.0008, loss: 1.0008, grad_norm: 6.9091 2021-02-08 07:39:03,184 - mmaction - INFO - Epoch [96][3520/3757] lr: 1.000e-05, eta: 4:14:29, time: 0.841, data_time: 0.000, memory: 7633, top1_acc: 0.7477, top5_acc: 0.8953, loss_cls: 1.0440, loss: 1.0440, grad_norm: 6.9937 2021-02-08 07:39:14,333 - mmaction - INFO - Epoch [96][3540/3757] lr: 1.000e-05, eta: 4:14:08, time: 0.559, data_time: 0.087, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9000, loss_cls: 1.0164, loss: 1.0164, grad_norm: 7.0701 2021-02-08 07:39:23,447 - mmaction - INFO - Epoch [96][3560/3757] lr: 1.000e-05, eta: 4:13:48, time: 0.455, data_time: 0.000, memory: 7633, top1_acc: 0.7750, top5_acc: 0.9055, loss_cls: 0.9799, loss: 0.9799, grad_norm: 6.8598 2021-02-08 07:40:20,066 - mmaction - INFO - Epoch [96][3580/3757] lr: 1.000e-05, eta: 4:13:30, time: 2.830, data_time: 1.273, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9039, loss_cls: 1.0007, loss: 1.0007, grad_norm: 7.0375 2021-02-08 07:40:43,020 - mmaction - INFO - Epoch [96][3600/3757] lr: 1.000e-05, eta: 4:13:10, time: 1.147, data_time: 0.003, memory: 7633, top1_acc: 0.7539, top5_acc: 0.9117, loss_cls: 0.9907, loss: 0.9907, grad_norm: 6.8053 2021-02-08 07:41:06,869 - mmaction - INFO - Epoch [96][3620/3757] lr: 1.000e-05, eta: 4:12:50, time: 1.194, data_time: 0.577, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9070, loss_cls: 0.9953, loss: 0.9953, grad_norm: 7.0509 2021-02-08 07:41:30,501 - mmaction - INFO - Epoch [96][3640/3757] lr: 1.000e-05, eta: 4:12:30, time: 1.182, data_time: 0.004, memory: 7633, top1_acc: 0.7477, top5_acc: 0.8961, loss_cls: 1.0388, loss: 1.0388, grad_norm: 6.9249 2021-02-08 07:41:53,557 - mmaction - INFO - Epoch [96][3660/3757] lr: 1.000e-05, eta: 4:12:10, time: 1.142, data_time: 0.003, memory: 7633, top1_acc: 0.7469, top5_acc: 0.8984, loss_cls: 1.0283, loss: 1.0283, grad_norm: 6.8705 2021-02-08 07:42:43,628 - mmaction - INFO - Epoch [96][3680/3757] lr: 1.000e-05, eta: 4:11:52, time: 2.507, data_time: 0.014, memory: 7633, top1_acc: 0.7648, top5_acc: 0.9094, loss_cls: 0.9605, loss: 0.9605, grad_norm: 6.8828 2021-02-08 07:43:19,631 - mmaction - INFO - Epoch [96][3700/3757] lr: 1.000e-05, eta: 4:11:33, time: 1.796, data_time: 0.013, memory: 7633, top1_acc: 0.7297, top5_acc: 0.8953, loss_cls: 1.0648, loss: 1.0648, grad_norm: 7.0205 2021-02-08 07:43:52,340 - mmaction - INFO - Epoch [96][3720/3757] lr: 1.000e-05, eta: 4:11:14, time: 1.642, data_time: 0.013, memory: 7633, top1_acc: 0.7391, top5_acc: 0.9047, loss_cls: 1.0320, loss: 1.0320, grad_norm: 7.0783 2021-02-08 07:44:22,804 - mmaction - INFO - Epoch [96][3740/3757] lr: 1.000e-05, eta: 4:10:54, time: 1.520, data_time: 0.008, memory: 7633, top1_acc: 0.7578, top5_acc: 0.9102, loss_cls: 0.9749, loss: 0.9749, grad_norm: 6.7216 2021-02-08 07:44:45,482 - mmaction - INFO - Saving checkpoint at 96 epochs 2021-02-08 07:45:14,421 - mmaction - INFO - Epoch [97][20/3757] lr: 1.000e-05, eta: 4:10:17, time: 1.411, data_time: 0.920, memory: 7633, top1_acc: 0.7375, top5_acc: 0.8969, loss_cls: 1.0589, loss: 1.0589, grad_norm: 6.8100 2021-02-08 07:45:23,243 - mmaction - INFO - Epoch [97][40/3757] lr: 1.000e-05, eta: 4:09:56, time: 0.441, data_time: 0.003, memory: 7633, top1_acc: 0.7289, top5_acc: 0.8914, loss_cls: 1.0683, loss: 1.0683, grad_norm: 6.9814 2021-02-08 07:45:32,018 - mmaction - INFO - Epoch [97][60/3757] lr: 1.000e-05, eta: 4:09:35, time: 0.439, data_time: 0.003, memory: 7633, top1_acc: 0.7625, top5_acc: 0.8992, loss_cls: 0.9973, loss: 0.9973, grad_norm: 6.7444 2021-02-08 07:45:40,785 - mmaction - INFO - Epoch [97][80/3757] lr: 1.000e-05, eta: 4:09:15, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7555, top5_acc: 0.9102, loss_cls: 0.9897, loss: 0.9897, grad_norm: 6.7820 2021-02-08 07:45:49,566 - mmaction - INFO - Epoch [97][100/3757] lr: 1.000e-05, eta: 4:08:54, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8953, loss_cls: 1.0581, loss: 1.0581, grad_norm: 6.7774 2021-02-08 07:45:58,347 - mmaction - INFO - Epoch [97][120/3757] lr: 1.000e-05, eta: 4:08:34, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7281, top5_acc: 0.8945, loss_cls: 1.0731, loss: 1.0731, grad_norm: 7.1325 2021-02-08 07:46:07,077 - mmaction - INFO - Epoch [97][140/3757] lr: 1.000e-05, eta: 4:08:13, time: 0.437, data_time: 0.001, memory: 7633, top1_acc: 0.7453, top5_acc: 0.8930, loss_cls: 1.0498, loss: 1.0498, grad_norm: 6.9390 2021-02-08 07:46:15,925 - mmaction - INFO - Epoch [97][160/3757] lr: 1.000e-05, eta: 4:07:52, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9023, loss_cls: 1.0507, loss: 1.0507, grad_norm: 7.1274 2021-02-08 07:46:24,713 - mmaction - INFO - Epoch [97][180/3757] lr: 1.000e-05, eta: 4:07:32, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7336, top5_acc: 0.8945, loss_cls: 1.0660, loss: 1.0660, grad_norm: 7.0104 2021-02-08 07:46:33,531 - mmaction - INFO - Epoch [97][200/3757] lr: 1.000e-05, eta: 4:07:11, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7430, top5_acc: 0.8984, loss_cls: 1.0417, loss: 1.0417, grad_norm: 6.8706 2021-02-08 07:46:42,357 - mmaction - INFO - Epoch [97][220/3757] lr: 1.000e-05, eta: 4:06:51, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7445, top5_acc: 0.9039, loss_cls: 1.0354, loss: 1.0354, grad_norm: 6.9998 2021-02-08 07:46:51,182 - mmaction - INFO - Epoch [97][240/3757] lr: 1.000e-05, eta: 4:06:30, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7625, top5_acc: 0.9109, loss_cls: 0.9570, loss: 0.9570, grad_norm: 6.8938 2021-02-08 07:47:00,045 - mmaction - INFO - Epoch [97][260/3757] lr: 1.000e-05, eta: 4:06:09, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7398, top5_acc: 0.9000, loss_cls: 1.0273, loss: 1.0273, grad_norm: 6.9453 2021-02-08 07:47:08,922 - mmaction - INFO - Epoch [97][280/3757] lr: 1.000e-05, eta: 4:05:49, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7625, top5_acc: 0.9141, loss_cls: 0.9509, loss: 0.9509, grad_norm: 6.8156 2021-02-08 07:47:17,744 - mmaction - INFO - Epoch [97][300/3757] lr: 1.000e-05, eta: 4:05:28, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8992, loss_cls: 1.0382, loss: 1.0382, grad_norm: 6.9585 2021-02-08 07:47:26,573 - mmaction - INFO - Epoch [97][320/3757] lr: 1.000e-05, eta: 4:05:08, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7484, top5_acc: 0.9047, loss_cls: 0.9757, loss: 0.9757, grad_norm: 6.9177 2021-02-08 07:47:35,451 - mmaction - INFO - Epoch [97][340/3757] lr: 1.000e-05, eta: 4:04:47, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8898, loss_cls: 1.0602, loss: 1.0602, grad_norm: 6.9019 2021-02-08 07:47:44,333 - mmaction - INFO - Epoch [97][360/3757] lr: 1.000e-05, eta: 4:04:26, time: 0.445, data_time: 0.001, memory: 7633, top1_acc: 0.7328, top5_acc: 0.8938, loss_cls: 1.0906, loss: 1.0906, grad_norm: 7.0582 2021-02-08 07:47:53,196 - mmaction - INFO - Epoch [97][380/3757] lr: 1.000e-05, eta: 4:04:06, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7406, top5_acc: 0.8945, loss_cls: 1.0650, loss: 1.0650, grad_norm: 7.2007 2021-02-08 07:48:02,045 - mmaction - INFO - Epoch [97][400/3757] lr: 1.000e-05, eta: 4:03:45, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8859, loss_cls: 1.0597, loss: 1.0597, grad_norm: 6.9820 2021-02-08 07:48:10,942 - mmaction - INFO - Epoch [97][420/3757] lr: 1.000e-05, eta: 4:03:25, time: 0.445, data_time: 0.001, memory: 7633, top1_acc: 0.7406, top5_acc: 0.9078, loss_cls: 1.0025, loss: 1.0025, grad_norm: 7.0892 2021-02-08 07:48:19,812 - mmaction - INFO - Epoch [97][440/3757] lr: 1.000e-05, eta: 4:03:04, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8945, loss_cls: 1.0653, loss: 1.0653, grad_norm: 7.0408 2021-02-08 07:48:28,646 - mmaction - INFO - Epoch [97][460/3757] lr: 1.000e-05, eta: 4:02:43, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7383, top5_acc: 0.8922, loss_cls: 1.0570, loss: 1.0570, grad_norm: 7.0543 2021-02-08 07:48:37,527 - mmaction - INFO - Epoch [97][480/3757] lr: 1.000e-05, eta: 4:02:23, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7352, top5_acc: 0.9117, loss_cls: 1.0223, loss: 1.0223, grad_norm: 6.9804 2021-02-08 07:48:46,427 - mmaction - INFO - Epoch [97][500/3757] lr: 1.000e-05, eta: 4:02:02, time: 0.445, data_time: 0.003, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9023, loss_cls: 1.0172, loss: 1.0172, grad_norm: 6.7508 2021-02-08 07:48:55,302 - mmaction - INFO - Epoch [97][520/3757] lr: 1.000e-05, eta: 4:01:42, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8859, loss_cls: 1.0587, loss: 1.0587, grad_norm: 7.0857 2021-02-08 07:49:04,164 - mmaction - INFO - Epoch [97][540/3757] lr: 1.000e-05, eta: 4:01:21, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7461, top5_acc: 0.9078, loss_cls: 1.0504, loss: 1.0504, grad_norm: 7.2310 2021-02-08 07:49:12,971 - mmaction - INFO - Epoch [97][560/3757] lr: 1.000e-05, eta: 4:01:01, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7547, top5_acc: 0.9078, loss_cls: 0.9904, loss: 0.9904, grad_norm: 6.9639 2021-02-08 07:49:21,788 - mmaction - INFO - Epoch [97][580/3757] lr: 1.000e-05, eta: 4:00:40, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7641, top5_acc: 0.9023, loss_cls: 1.0106, loss: 1.0106, grad_norm: 6.8421 2021-02-08 07:49:30,617 - mmaction - INFO - Epoch [97][600/3757] lr: 1.000e-05, eta: 4:00:19, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9039, loss_cls: 1.0617, loss: 1.0617, grad_norm: 7.2621 2021-02-08 07:49:39,468 - mmaction - INFO - Epoch [97][620/3757] lr: 1.000e-05, eta: 3:59:59, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7516, top5_acc: 0.9133, loss_cls: 0.9577, loss: 0.9577, grad_norm: 7.0041 2021-02-08 07:50:08,847 - mmaction - INFO - Epoch [97][640/3757] lr: 1.000e-05, eta: 3:59:39, time: 1.469, data_time: 0.000, memory: 7633, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0443, loss: 1.0443, grad_norm: 7.0743 2021-02-08 07:50:17,599 - mmaction - INFO - Epoch [97][660/3757] lr: 1.000e-05, eta: 3:59:19, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7266, top5_acc: 0.8805, loss_cls: 1.1258, loss: 1.1258, grad_norm: 7.1742 2021-02-08 07:50:49,960 - mmaction - INFO - Epoch [97][680/3757] lr: 1.000e-05, eta: 3:58:59, time: 1.618, data_time: 0.048, memory: 7633, top1_acc: 0.7203, top5_acc: 0.8828, loss_cls: 1.1147, loss: 1.1147, grad_norm: 7.3422 2021-02-08 07:50:58,756 - mmaction - INFO - Epoch [97][700/3757] lr: 1.000e-05, eta: 3:58:39, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7391, top5_acc: 0.9094, loss_cls: 1.0058, loss: 1.0058, grad_norm: 7.0223 2021-02-08 07:51:07,620 - mmaction - INFO - Epoch [97][720/3757] lr: 1.000e-05, eta: 3:58:18, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9070, loss_cls: 0.9980, loss: 0.9980, grad_norm: 6.9200 2021-02-08 07:51:16,413 - mmaction - INFO - Epoch [97][740/3757] lr: 1.000e-05, eta: 3:57:58, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7336, top5_acc: 0.8867, loss_cls: 1.0813, loss: 1.0813, grad_norm: 7.0275 2021-02-08 07:51:31,734 - mmaction - INFO - Epoch [97][760/3757] lr: 1.000e-05, eta: 3:57:38, time: 0.766, data_time: 0.318, memory: 7633, top1_acc: 0.7523, top5_acc: 0.8914, loss_cls: 1.0254, loss: 1.0254, grad_norm: 6.8112 2021-02-08 07:52:16,267 - mmaction - INFO - Epoch [97][780/3757] lr: 1.000e-05, eta: 3:57:19, time: 2.226, data_time: 0.001, memory: 7633, top1_acc: 0.7375, top5_acc: 0.9016, loss_cls: 1.0166, loss: 1.0166, grad_norm: 6.9211 2021-02-08 07:52:25,017 - mmaction - INFO - Epoch [97][800/3757] lr: 1.000e-05, eta: 3:56:58, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7695, top5_acc: 0.8953, loss_cls: 0.9855, loss: 0.9855, grad_norm: 6.6999 2021-02-08 07:52:39,770 - mmaction - INFO - Epoch [97][820/3757] lr: 1.000e-05, eta: 3:56:38, time: 0.737, data_time: 0.290, memory: 7633, top1_acc: 0.7430, top5_acc: 0.8906, loss_cls: 1.0829, loss: 1.0829, grad_norm: 7.1428 2021-02-08 07:53:21,299 - mmaction - INFO - Epoch [97][840/3757] lr: 1.000e-05, eta: 3:56:19, time: 2.077, data_time: 0.978, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9047, loss_cls: 1.0367, loss: 1.0367, grad_norm: 6.9459 2021-02-08 07:54:39,993 - mmaction - INFO - Epoch [97][860/3757] lr: 1.000e-05, eta: 3:56:02, time: 3.934, data_time: 0.001, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9008, loss_cls: 1.0582, loss: 1.0582, grad_norm: 7.0137 2021-02-08 07:55:14,411 - mmaction - INFO - Epoch [97][880/3757] lr: 1.000e-05, eta: 3:55:43, time: 1.721, data_time: 0.002, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9039, loss_cls: 1.0109, loss: 1.0109, grad_norm: 7.1148 2021-02-08 07:55:47,212 - mmaction - INFO - Epoch [97][900/3757] lr: 1.000e-05, eta: 3:55:24, time: 1.639, data_time: 0.477, memory: 7633, top1_acc: 0.7539, top5_acc: 0.9086, loss_cls: 0.9594, loss: 0.9594, grad_norm: 6.8808 2021-02-08 07:56:15,523 - mmaction - INFO - Epoch [97][920/3757] lr: 1.000e-05, eta: 3:55:04, time: 1.405, data_time: 0.004, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 0.9599, loss: 0.9599, grad_norm: 6.8145 2021-02-08 07:56:50,170 - mmaction - INFO - Epoch [97][940/3757] lr: 1.000e-05, eta: 3:54:45, time: 1.740, data_time: 0.217, memory: 7633, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0554, loss: 1.0554, grad_norm: 7.0255 2021-02-08 07:57:28,833 - mmaction - INFO - Epoch [97][960/3757] lr: 1.000e-05, eta: 3:54:26, time: 1.932, data_time: 0.007, memory: 7633, top1_acc: 0.7438, top5_acc: 0.8836, loss_cls: 1.0715, loss: 1.0715, grad_norm: 6.8728 2021-02-08 07:58:04,765 - mmaction - INFO - Epoch [97][980/3757] lr: 1.000e-05, eta: 3:54:06, time: 1.797, data_time: 0.018, memory: 7633, top1_acc: 0.7234, top5_acc: 0.8820, loss_cls: 1.1119, loss: 1.1119, grad_norm: 7.3341 2021-02-08 07:58:38,261 - mmaction - INFO - Epoch [97][1000/3757] lr: 1.000e-05, eta: 3:53:47, time: 1.675, data_time: 0.009, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8945, loss_cls: 1.0464, loss: 1.0464, grad_norm: 6.9836 2021-02-08 07:59:21,170 - mmaction - INFO - Epoch [97][1020/3757] lr: 1.000e-05, eta: 3:53:28, time: 2.139, data_time: 0.011, memory: 7633, top1_acc: 0.7750, top5_acc: 0.9141, loss_cls: 0.9322, loss: 0.9322, grad_norm: 6.9144 2021-02-08 07:59:59,526 - mmaction - INFO - Epoch [97][1040/3757] lr: 1.000e-05, eta: 3:53:09, time: 1.908, data_time: 0.027, memory: 7633, top1_acc: 0.7320, top5_acc: 0.8906, loss_cls: 1.0789, loss: 1.0789, grad_norm: 7.1325 2021-02-08 08:00:36,912 - mmaction - INFO - Epoch [97][1060/3757] lr: 1.000e-05, eta: 3:52:50, time: 1.885, data_time: 0.035, memory: 7633, top1_acc: 0.7367, top5_acc: 0.8977, loss_cls: 1.0739, loss: 1.0739, grad_norm: 6.9095 2021-02-08 08:01:16,771 - mmaction - INFO - Epoch [97][1080/3757] lr: 1.000e-05, eta: 3:52:31, time: 1.982, data_time: 0.011, memory: 7633, top1_acc: 0.7484, top5_acc: 0.9141, loss_cls: 0.9638, loss: 0.9638, grad_norm: 6.9377 2021-02-08 08:01:58,022 - mmaction - INFO - Epoch [97][1100/3757] lr: 1.000e-05, eta: 3:52:12, time: 2.075, data_time: 0.029, memory: 7633, top1_acc: 0.7281, top5_acc: 0.8859, loss_cls: 1.0952, loss: 1.0952, grad_norm: 7.0389 2021-02-08 08:02:35,459 - mmaction - INFO - Epoch [97][1120/3757] lr: 1.000e-05, eta: 3:51:53, time: 1.875, data_time: 0.020, memory: 7633, top1_acc: 0.7367, top5_acc: 0.8805, loss_cls: 1.1124, loss: 1.1124, grad_norm: 7.2168 2021-02-08 08:03:11,247 - mmaction - INFO - Epoch [97][1140/3757] lr: 1.000e-05, eta: 3:51:34, time: 1.786, data_time: 0.003, memory: 7633, top1_acc: 0.7539, top5_acc: 0.9031, loss_cls: 1.0165, loss: 1.0165, grad_norm: 7.0280 2021-02-08 08:03:57,157 - mmaction - INFO - Epoch [97][1160/3757] lr: 1.000e-05, eta: 3:51:15, time: 2.294, data_time: 0.009, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8977, loss_cls: 1.0263, loss: 1.0263, grad_norm: 6.8918 2021-02-08 08:04:32,429 - mmaction - INFO - Epoch [97][1180/3757] lr: 1.000e-05, eta: 3:50:56, time: 1.759, data_time: 0.007, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8969, loss_cls: 1.0429, loss: 1.0429, grad_norm: 6.9788 2021-02-08 08:05:09,081 - mmaction - INFO - Epoch [97][1200/3757] lr: 1.000e-05, eta: 3:50:37, time: 1.828, data_time: 0.014, memory: 7633, top1_acc: 0.7516, top5_acc: 0.8906, loss_cls: 1.0550, loss: 1.0550, grad_norm: 7.1081 2021-02-08 08:05:58,806 - mmaction - INFO - Epoch [97][1220/3757] lr: 1.000e-05, eta: 3:50:18, time: 2.486, data_time: 0.022, memory: 7633, top1_acc: 0.7594, top5_acc: 0.9055, loss_cls: 0.9901, loss: 0.9901, grad_norm: 6.5425 2021-02-08 08:06:36,602 - mmaction - INFO - Epoch [97][1240/3757] lr: 1.000e-05, eta: 3:49:59, time: 1.856, data_time: 0.013, memory: 7633, top1_acc: 0.7297, top5_acc: 0.8930, loss_cls: 1.1143, loss: 1.1143, grad_norm: 7.2068 2021-02-08 08:07:12,496 - mmaction - INFO - Epoch [97][1260/3757] lr: 1.000e-05, eta: 3:49:40, time: 1.825, data_time: 0.051, memory: 7633, top1_acc: 0.7344, top5_acc: 0.8945, loss_cls: 1.0808, loss: 1.0808, grad_norm: 7.1155 2021-02-08 08:07:56,946 - mmaction - INFO - Epoch [97][1280/3757] lr: 1.000e-05, eta: 3:49:21, time: 2.210, data_time: 0.016, memory: 7633, top1_acc: 0.7438, top5_acc: 0.8898, loss_cls: 1.0513, loss: 1.0513, grad_norm: 7.1133 2021-02-08 08:08:40,607 - mmaction - INFO - Epoch [97][1300/3757] lr: 1.000e-05, eta: 3:49:02, time: 2.196, data_time: 0.034, memory: 7633, top1_acc: 0.7688, top5_acc: 0.9094, loss_cls: 0.9561, loss: 0.9561, grad_norm: 6.6776 2021-02-08 08:09:20,094 - mmaction - INFO - Epoch [97][1320/3757] lr: 1.000e-05, eta: 3:48:43, time: 1.980, data_time: 0.017, memory: 7633, top1_acc: 0.7328, top5_acc: 0.8914, loss_cls: 1.0713, loss: 1.0713, grad_norm: 6.9240 2021-02-08 08:10:05,637 - mmaction - INFO - Epoch [97][1340/3757] lr: 1.000e-05, eta: 3:48:24, time: 2.274, data_time: 0.017, memory: 7633, top1_acc: 0.7359, top5_acc: 0.9016, loss_cls: 1.0446, loss: 1.0446, grad_norm: 6.9260 2021-02-08 08:10:50,479 - mmaction - INFO - Epoch [97][1360/3757] lr: 1.000e-05, eta: 3:48:05, time: 2.250, data_time: 0.019, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8914, loss_cls: 1.0487, loss: 1.0487, grad_norm: 6.9936 2021-02-08 08:11:28,763 - mmaction - INFO - Epoch [97][1380/3757] lr: 1.000e-05, eta: 3:47:46, time: 1.914, data_time: 0.014, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9031, loss_cls: 1.0073, loss: 1.0073, grad_norm: 6.7281 2021-02-08 08:12:16,309 - mmaction - INFO - Epoch [97][1400/3757] lr: 1.000e-05, eta: 3:47:27, time: 2.347, data_time: 0.010, memory: 7633, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0572, loss: 1.0572, grad_norm: 7.2434 2021-02-08 08:12:49,396 - mmaction - INFO - Epoch [97][1420/3757] lr: 1.000e-05, eta: 3:47:08, time: 1.684, data_time: 0.033, memory: 7633, top1_acc: 0.7484, top5_acc: 0.8906, loss_cls: 1.0542, loss: 1.0542, grad_norm: 6.9867 2021-02-08 08:13:10,209 - mmaction - INFO - Epoch [97][1440/3757] lr: 1.000e-05, eta: 3:46:48, time: 1.041, data_time: 0.001, memory: 7633, top1_acc: 0.7695, top5_acc: 0.9078, loss_cls: 0.9482, loss: 0.9482, grad_norm: 6.6359 2021-02-08 08:14:15,424 - mmaction - INFO - Epoch [97][1460/3757] lr: 1.000e-05, eta: 3:46:30, time: 3.261, data_time: 0.001, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9070, loss_cls: 1.0060, loss: 1.0060, grad_norm: 7.0364 2021-02-08 08:16:01,736 - mmaction - INFO - Epoch [97][1480/3757] lr: 1.000e-05, eta: 3:46:14, time: 5.316, data_time: 0.001, memory: 7633, top1_acc: 0.7258, top5_acc: 0.8984, loss_cls: 1.1172, loss: 1.1172, grad_norm: 7.3160 2021-02-08 08:16:11,541 - mmaction - INFO - Epoch [97][1500/3757] lr: 1.000e-05, eta: 3:45:54, time: 0.490, data_time: 0.041, memory: 7633, top1_acc: 0.7586, top5_acc: 0.9047, loss_cls: 1.0164, loss: 1.0164, grad_norm: 7.0224 2021-02-08 08:17:00,119 - mmaction - INFO - Epoch [97][1520/3757] lr: 1.000e-05, eta: 3:45:35, time: 2.427, data_time: 0.000, memory: 7633, top1_acc: 0.7523, top5_acc: 0.8891, loss_cls: 1.0630, loss: 1.0630, grad_norm: 6.9297 2021-02-08 08:17:22,559 - mmaction - INFO - Epoch [97][1540/3757] lr: 1.000e-05, eta: 3:45:15, time: 1.123, data_time: 0.476, memory: 7633, top1_acc: 0.7469, top5_acc: 0.8969, loss_cls: 1.0219, loss: 1.0219, grad_norm: 6.9614 2021-02-08 08:18:06,688 - mmaction - INFO - Epoch [97][1560/3757] lr: 1.000e-05, eta: 3:44:56, time: 2.207, data_time: 1.177, memory: 7633, top1_acc: 0.7305, top5_acc: 0.8812, loss_cls: 1.0833, loss: 1.0833, grad_norm: 7.0315 2021-02-08 08:19:02,590 - mmaction - INFO - Epoch [97][1580/3757] lr: 1.000e-05, eta: 3:44:38, time: 2.793, data_time: 0.803, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9023, loss_cls: 1.0351, loss: 1.0351, grad_norm: 6.9340 2021-02-08 08:19:43,937 - mmaction - INFO - Epoch [97][1600/3757] lr: 1.000e-05, eta: 3:44:19, time: 2.069, data_time: 0.002, memory: 7633, top1_acc: 0.7523, top5_acc: 0.9016, loss_cls: 0.9810, loss: 0.9810, grad_norm: 6.9069 2021-02-08 08:20:29,236 - mmaction - INFO - Epoch [97][1620/3757] lr: 1.000e-05, eta: 3:44:00, time: 2.265, data_time: 0.001, memory: 7633, top1_acc: 0.7289, top5_acc: 0.8938, loss_cls: 1.0760, loss: 1.0760, grad_norm: 7.0347 2021-02-08 08:21:21,889 - mmaction - INFO - Epoch [97][1640/3757] lr: 1.000e-05, eta: 3:43:42, time: 2.633, data_time: 1.617, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 0.9893, loss: 0.9893, grad_norm: 6.8933 2021-02-08 08:22:28,377 - mmaction - INFO - Epoch [97][1660/3757] lr: 1.000e-05, eta: 3:43:24, time: 3.324, data_time: 2.791, memory: 7633, top1_acc: 0.7484, top5_acc: 0.9078, loss_cls: 1.0094, loss: 1.0094, grad_norm: 6.9569 2021-02-08 08:22:44,034 - mmaction - INFO - Epoch [97][1680/3757] lr: 1.000e-05, eta: 3:43:04, time: 0.782, data_time: 0.003, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8914, loss_cls: 1.0854, loss: 1.0854, grad_norm: 7.2453 2021-02-08 08:23:38,828 - mmaction - INFO - Epoch [97][1700/3757] lr: 1.000e-05, eta: 3:42:45, time: 2.739, data_time: 1.138, memory: 7633, top1_acc: 0.7398, top5_acc: 0.9023, loss_cls: 1.0346, loss: 1.0346, grad_norm: 7.0898 2021-02-08 08:24:11,856 - mmaction - INFO - Epoch [97][1720/3757] lr: 1.000e-05, eta: 3:42:26, time: 1.650, data_time: 1.106, memory: 7633, top1_acc: 0.7289, top5_acc: 0.8922, loss_cls: 1.1000, loss: 1.1000, grad_norm: 7.0931 2021-02-08 08:24:23,160 - mmaction - INFO - Epoch [97][1740/3757] lr: 1.000e-05, eta: 3:42:05, time: 0.566, data_time: 0.004, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0077, loss: 1.0077, grad_norm: 6.9618 2021-02-08 08:25:04,712 - mmaction - INFO - Epoch [97][1760/3757] lr: 1.000e-05, eta: 3:41:46, time: 2.075, data_time: 0.003, memory: 7633, top1_acc: 0.7523, top5_acc: 0.9102, loss_cls: 0.9719, loss: 0.9719, grad_norm: 6.8566 2021-02-08 08:25:37,187 - mmaction - INFO - Epoch [97][1780/3757] lr: 1.000e-05, eta: 3:41:27, time: 1.625, data_time: 0.009, memory: 7633, top1_acc: 0.7383, top5_acc: 0.8906, loss_cls: 1.0792, loss: 1.0792, grad_norm: 7.1486 2021-02-08 08:26:14,679 - mmaction - INFO - Epoch [97][1800/3757] lr: 1.000e-05, eta: 3:41:08, time: 1.857, data_time: 0.017, memory: 7633, top1_acc: 0.7648, top5_acc: 0.8961, loss_cls: 1.0046, loss: 1.0046, grad_norm: 6.7616 2021-02-08 08:26:45,950 - mmaction - INFO - Epoch [97][1820/3757] lr: 1.000e-05, eta: 3:40:48, time: 1.583, data_time: 0.027, memory: 7633, top1_acc: 0.7422, top5_acc: 0.9070, loss_cls: 1.0021, loss: 1.0021, grad_norm: 6.8027 2021-02-08 08:27:20,236 - mmaction - INFO - Epoch [97][1840/3757] lr: 1.000e-05, eta: 3:40:29, time: 1.716, data_time: 0.006, memory: 7633, top1_acc: 0.7367, top5_acc: 0.9008, loss_cls: 1.0418, loss: 1.0418, grad_norm: 6.9302 2021-02-08 08:27:57,215 - mmaction - INFO - Epoch [97][1860/3757] lr: 1.000e-05, eta: 3:40:09, time: 1.844, data_time: 0.144, memory: 7633, top1_acc: 0.7453, top5_acc: 0.8945, loss_cls: 1.0199, loss: 1.0199, grad_norm: 6.9343 2021-02-08 08:28:34,173 - mmaction - INFO - Epoch [97][1880/3757] lr: 1.000e-05, eta: 3:39:50, time: 1.834, data_time: 0.015, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9062, loss_cls: 1.0029, loss: 1.0029, grad_norm: 6.8703 2021-02-08 08:29:15,327 - mmaction - INFO - Epoch [97][1900/3757] lr: 1.000e-05, eta: 3:39:31, time: 2.052, data_time: 0.027, memory: 7633, top1_acc: 0.7594, top5_acc: 0.9094, loss_cls: 0.9601, loss: 0.9601, grad_norm: 6.6517 2021-02-08 08:29:48,232 - mmaction - INFO - Epoch [97][1920/3757] lr: 1.000e-05, eta: 3:39:12, time: 1.667, data_time: 0.029, memory: 7633, top1_acc: 0.7516, top5_acc: 0.9023, loss_cls: 1.0069, loss: 1.0069, grad_norm: 6.9552 2021-02-08 08:30:33,600 - mmaction - INFO - Epoch [97][1940/3757] lr: 1.000e-05, eta: 3:38:53, time: 2.271, data_time: 0.006, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8898, loss_cls: 1.0486, loss: 1.0486, grad_norm: 6.8427 2021-02-08 08:31:55,151 - mmaction - INFO - Epoch [97][1960/3757] lr: 1.000e-05, eta: 3:38:36, time: 4.078, data_time: 1.830, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 0.9751, loss: 0.9751, grad_norm: 6.7836 2021-02-08 08:32:38,729 - mmaction - INFO - Epoch [97][1980/3757] lr: 1.000e-05, eta: 3:38:17, time: 2.178, data_time: 0.001, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8961, loss_cls: 1.0646, loss: 1.0646, grad_norm: 7.0501 2021-02-08 08:33:20,480 - mmaction - INFO - Epoch [97][2000/3757] lr: 1.000e-05, eta: 3:37:57, time: 2.087, data_time: 0.465, memory: 7633, top1_acc: 0.7688, top5_acc: 0.9086, loss_cls: 1.0287, loss: 1.0287, grad_norm: 6.9407 2021-02-08 08:34:42,707 - mmaction - INFO - Epoch [97][2020/3757] lr: 1.000e-05, eta: 3:37:40, time: 4.112, data_time: 3.666, memory: 7633, top1_acc: 0.7422, top5_acc: 0.9109, loss_cls: 1.0068, loss: 1.0068, grad_norm: 7.0058 2021-02-08 08:36:17,934 - mmaction - INFO - Epoch [97][2040/3757] lr: 1.000e-05, eta: 3:37:24, time: 4.761, data_time: 4.312, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9078, loss_cls: 0.9942, loss: 0.9942, grad_norm: 6.8475 2021-02-08 08:38:12,651 - mmaction - INFO - Epoch [97][2060/3757] lr: 1.000e-05, eta: 3:37:08, time: 5.735, data_time: 0.001, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8891, loss_cls: 1.0952, loss: 1.0952, grad_norm: 6.9147 2021-02-08 08:38:39,576 - mmaction - INFO - Epoch [97][2080/3757] lr: 1.000e-05, eta: 3:36:48, time: 1.347, data_time: 0.002, memory: 7633, top1_acc: 0.7352, top5_acc: 0.8969, loss_cls: 1.0530, loss: 1.0530, grad_norm: 6.9450 2021-02-08 08:38:49,141 - mmaction - INFO - Epoch [97][2100/3757] lr: 1.000e-05, eta: 3:36:28, time: 0.476, data_time: 0.001, memory: 7633, top1_acc: 0.7453, top5_acc: 0.8844, loss_cls: 1.0713, loss: 1.0713, grad_norm: 6.8254 2021-02-08 08:39:13,733 - mmaction - INFO - Epoch [97][2120/3757] lr: 1.000e-05, eta: 3:36:08, time: 1.230, data_time: 0.267, memory: 7633, top1_acc: 0.7461, top5_acc: 0.9125, loss_cls: 0.9873, loss: 0.9873, grad_norm: 7.0784 2021-02-08 08:39:46,945 - mmaction - INFO - Epoch [97][2140/3757] lr: 1.000e-05, eta: 3:35:48, time: 1.658, data_time: 0.976, memory: 7633, top1_acc: 0.7648, top5_acc: 0.9180, loss_cls: 0.9538, loss: 0.9538, grad_norm: 6.7979 2021-02-08 08:40:10,242 - mmaction - INFO - Epoch [97][2160/3757] lr: 1.000e-05, eta: 3:35:28, time: 1.168, data_time: 0.021, memory: 7633, top1_acc: 0.7547, top5_acc: 0.9031, loss_cls: 0.9870, loss: 0.9870, grad_norm: 6.7265 2021-02-08 08:40:34,637 - mmaction - INFO - Epoch [97][2180/3757] lr: 1.000e-05, eta: 3:35:08, time: 1.204, data_time: 0.007, memory: 7633, top1_acc: 0.7492, top5_acc: 0.9094, loss_cls: 1.0182, loss: 1.0182, grad_norm: 6.9726 2021-02-08 08:41:07,498 - mmaction - INFO - Epoch [97][2200/3757] lr: 1.000e-05, eta: 3:34:49, time: 1.646, data_time: 0.021, memory: 7633, top1_acc: 0.7477, top5_acc: 0.8953, loss_cls: 1.0326, loss: 1.0326, grad_norm: 6.8161 2021-02-08 08:41:44,493 - mmaction - INFO - Epoch [97][2220/3757] lr: 1.000e-05, eta: 3:34:30, time: 1.854, data_time: 0.017, memory: 7633, top1_acc: 0.7312, top5_acc: 0.9031, loss_cls: 1.0502, loss: 1.0502, grad_norm: 7.1169 2021-02-08 08:42:19,701 - mmaction - INFO - Epoch [97][2240/3757] lr: 1.000e-05, eta: 3:34:10, time: 1.739, data_time: 0.013, memory: 7633, top1_acc: 0.7242, top5_acc: 0.9008, loss_cls: 1.0803, loss: 1.0803, grad_norm: 7.2646 2021-02-08 08:42:52,230 - mmaction - INFO - Epoch [97][2260/3757] lr: 1.000e-05, eta: 3:33:51, time: 1.654, data_time: 0.039, memory: 7633, top1_acc: 0.7406, top5_acc: 0.9008, loss_cls: 1.0552, loss: 1.0552, grad_norm: 6.9296 2021-02-08 08:43:29,909 - mmaction - INFO - Epoch [97][2280/3757] lr: 1.000e-05, eta: 3:33:31, time: 1.884, data_time: 0.008, memory: 7633, top1_acc: 0.7445, top5_acc: 0.8898, loss_cls: 1.0678, loss: 1.0678, grad_norm: 6.8895 2021-02-08 08:44:06,462 - mmaction - INFO - Epoch [97][2300/3757] lr: 1.000e-05, eta: 3:33:12, time: 1.829, data_time: 0.019, memory: 7633, top1_acc: 0.7484, top5_acc: 0.8961, loss_cls: 1.0358, loss: 1.0358, grad_norm: 6.7587 2021-02-08 08:44:57,926 - mmaction - INFO - Epoch [97][2320/3757] lr: 1.000e-05, eta: 3:32:53, time: 2.574, data_time: 0.455, memory: 7633, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.0548, loss: 1.0548, grad_norm: 7.1290 2021-02-08 08:45:33,337 - mmaction - INFO - Epoch [97][2340/3757] lr: 1.000e-05, eta: 3:32:34, time: 1.770, data_time: 0.001, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8992, loss_cls: 1.0790, loss: 1.0790, grad_norm: 7.2259 2021-02-08 08:47:31,545 - mmaction - INFO - Epoch [97][2360/3757] lr: 1.000e-05, eta: 3:32:18, time: 5.910, data_time: 2.476, memory: 7633, top1_acc: 0.7609, top5_acc: 0.9125, loss_cls: 0.9362, loss: 0.9362, grad_norm: 6.8006 2021-02-08 08:48:18,113 - mmaction - INFO - Epoch [97][2380/3757] lr: 1.000e-05, eta: 3:31:59, time: 2.328, data_time: 0.001, memory: 7633, top1_acc: 0.7117, top5_acc: 0.9023, loss_cls: 1.0983, loss: 1.0983, grad_norm: 7.0929 2021-02-08 08:49:18,789 - mmaction - INFO - Epoch [97][2400/3757] lr: 1.000e-05, eta: 3:31:41, time: 3.034, data_time: 1.727, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9016, loss_cls: 1.0065, loss: 1.0065, grad_norm: 7.0800 2021-02-08 08:50:13,613 - mmaction - INFO - Epoch [97][2420/3757] lr: 1.000e-05, eta: 3:31:22, time: 2.741, data_time: 1.763, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9148, loss_cls: 0.9801, loss: 0.9801, grad_norm: 7.0024 2021-02-08 08:51:08,288 - mmaction - INFO - Epoch [97][2440/3757] lr: 1.000e-05, eta: 3:31:04, time: 2.734, data_time: 1.530, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8953, loss_cls: 1.0746, loss: 1.0746, grad_norm: 7.0743 2021-02-08 08:51:41,578 - mmaction - INFO - Epoch [97][2460/3757] lr: 1.000e-05, eta: 3:30:44, time: 1.664, data_time: 1.215, memory: 7633, top1_acc: 0.7633, top5_acc: 0.9047, loss_cls: 0.9913, loss: 0.9913, grad_norm: 7.0189 2021-02-08 08:54:21,451 - mmaction - INFO - Epoch [97][2480/3757] lr: 1.000e-05, eta: 3:30:31, time: 7.994, data_time: 4.939, memory: 7633, top1_acc: 0.7336, top5_acc: 0.8977, loss_cls: 1.0632, loss: 1.0632, grad_norm: 7.0936 2021-02-08 08:55:09,053 - mmaction - INFO - Epoch [97][2500/3757] lr: 1.000e-05, eta: 3:30:12, time: 2.380, data_time: 1.295, memory: 7633, top1_acc: 0.7750, top5_acc: 0.9156, loss_cls: 0.9008, loss: 0.9008, grad_norm: 6.4699 2021-02-08 08:55:59,905 - mmaction - INFO - Epoch [97][2520/3757] lr: 1.000e-05, eta: 3:29:53, time: 2.542, data_time: 1.422, memory: 7633, top1_acc: 0.7617, top5_acc: 0.9117, loss_cls: 0.9621, loss: 0.9621, grad_norm: 6.9144 2021-02-08 08:56:53,589 - mmaction - INFO - Epoch [97][2540/3757] lr: 1.000e-05, eta: 3:29:34, time: 2.685, data_time: 0.001, memory: 7633, top1_acc: 0.7297, top5_acc: 0.8867, loss_cls: 1.1262, loss: 1.1262, grad_norm: 7.1871 2021-02-08 08:57:51,707 - mmaction - INFO - Epoch [97][2560/3757] lr: 1.000e-05, eta: 3:29:16, time: 2.905, data_time: 0.440, memory: 7633, top1_acc: 0.7289, top5_acc: 0.9047, loss_cls: 1.0301, loss: 1.0301, grad_norm: 6.9377 2021-02-08 08:59:37,492 - mmaction - INFO - Epoch [97][2580/3757] lr: 1.000e-05, eta: 3:28:59, time: 5.290, data_time: 0.317, memory: 7633, top1_acc: 0.7320, top5_acc: 0.8820, loss_cls: 1.0946, loss: 1.0946, grad_norm: 7.2655 2021-02-08 09:01:01,838 - mmaction - INFO - Epoch [97][2600/3757] lr: 1.000e-05, eta: 3:28:42, time: 4.211, data_time: 0.000, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9031, loss_cls: 1.0055, loss: 1.0055, grad_norm: 6.8703 2021-02-08 09:01:54,258 - mmaction - INFO - Epoch [97][2620/3757] lr: 1.000e-05, eta: 3:28:23, time: 2.627, data_time: 2.185, memory: 7633, top1_acc: 0.7578, top5_acc: 0.9062, loss_cls: 0.9806, loss: 0.9806, grad_norm: 6.8128 2021-02-08 09:03:32,672 - mmaction - INFO - Epoch [97][2640/3757] lr: 1.000e-05, eta: 3:28:07, time: 4.921, data_time: 1.850, memory: 7633, top1_acc: 0.7570, top5_acc: 0.9008, loss_cls: 1.0098, loss: 1.0098, grad_norm: 6.7463 2021-02-08 09:04:08,052 - mmaction - INFO - Epoch [97][2660/3757] lr: 1.000e-05, eta: 3:27:47, time: 1.768, data_time: 0.986, memory: 7633, top1_acc: 0.7539, top5_acc: 0.8984, loss_cls: 1.0187, loss: 1.0187, grad_norm: 7.0977 2021-02-08 09:05:31,290 - mmaction - INFO - Epoch [97][2680/3757] lr: 1.000e-05, eta: 3:27:30, time: 4.163, data_time: 2.925, memory: 7633, top1_acc: 0.7406, top5_acc: 0.8992, loss_cls: 1.0297, loss: 1.0297, grad_norm: 7.0233 2021-02-08 09:06:03,540 - mmaction - INFO - Epoch [97][2700/3757] lr: 1.000e-05, eta: 3:27:10, time: 1.613, data_time: 0.001, memory: 7633, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.0283, loss: 1.0283, grad_norm: 6.9768 2021-02-08 09:07:09,019 - mmaction - INFO - Epoch [97][2720/3757] lr: 1.000e-05, eta: 3:26:52, time: 3.274, data_time: 2.399, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9070, loss_cls: 1.0122, loss: 1.0122, grad_norm: 7.0115 2021-02-08 09:08:00,537 - mmaction - INFO - Epoch [97][2740/3757] lr: 1.000e-05, eta: 3:26:33, time: 2.575, data_time: 1.597, memory: 7633, top1_acc: 0.7602, top5_acc: 0.9039, loss_cls: 1.0050, loss: 1.0050, grad_norm: 6.9561 2021-02-08 09:08:17,008 - mmaction - INFO - Epoch [97][2760/3757] lr: 1.000e-05, eta: 3:26:13, time: 0.823, data_time: 0.384, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9070, loss_cls: 0.9585, loss: 0.9585, grad_norm: 6.7351 2021-02-08 09:09:53,584 - mmaction - INFO - Epoch [97][2780/3757] lr: 1.000e-05, eta: 3:25:56, time: 4.829, data_time: 2.655, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9109, loss_cls: 0.9790, loss: 0.9790, grad_norm: 7.1408 2021-02-08 09:11:31,853 - mmaction - INFO - Epoch [97][2800/3757] lr: 1.000e-05, eta: 3:25:39, time: 4.914, data_time: 0.002, memory: 7633, top1_acc: 0.7367, top5_acc: 0.8984, loss_cls: 1.0300, loss: 1.0300, grad_norm: 6.9936 2021-02-08 09:13:02,567 - mmaction - INFO - Epoch [97][2820/3757] lr: 1.000e-05, eta: 3:25:22, time: 4.536, data_time: 1.533, memory: 7633, top1_acc: 0.7391, top5_acc: 0.8914, loss_cls: 1.0525, loss: 1.0525, grad_norm: 6.8481 2021-02-08 09:14:17,890 - mmaction - INFO - Epoch [97][2840/3757] lr: 1.000e-05, eta: 3:25:04, time: 3.765, data_time: 2.217, memory: 7633, top1_acc: 0.7641, top5_acc: 0.9070, loss_cls: 0.9569, loss: 0.9569, grad_norm: 6.5556 2021-02-08 09:15:51,517 - mmaction - INFO - Epoch [97][2860/3757] lr: 1.000e-05, eta: 3:24:47, time: 4.682, data_time: 0.002, memory: 7633, top1_acc: 0.7406, top5_acc: 0.8992, loss_cls: 1.0521, loss: 1.0521, grad_norm: 6.9986 2021-02-08 09:16:06,527 - mmaction - INFO - Epoch [97][2880/3757] lr: 1.000e-05, eta: 3:24:27, time: 0.749, data_time: 0.001, memory: 7633, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0245, loss: 1.0245, grad_norm: 6.7436 2021-02-08 09:16:42,278 - mmaction - INFO - Epoch [97][2900/3757] lr: 1.000e-05, eta: 3:24:07, time: 1.788, data_time: 0.003, memory: 7633, top1_acc: 0.7422, top5_acc: 0.9031, loss_cls: 1.0197, loss: 1.0197, grad_norm: 6.9279 2021-02-08 09:17:04,448 - mmaction - INFO - Epoch [97][2920/3757] lr: 1.000e-05, eta: 3:23:47, time: 1.108, data_time: 0.610, memory: 7633, top1_acc: 0.7516, top5_acc: 0.8992, loss_cls: 1.0163, loss: 1.0163, grad_norm: 6.7360 2021-02-08 09:17:28,339 - mmaction - INFO - Epoch [97][2940/3757] lr: 1.000e-05, eta: 3:23:27, time: 1.192, data_time: 0.005, memory: 7633, top1_acc: 0.7555, top5_acc: 0.9047, loss_cls: 0.9912, loss: 0.9912, grad_norm: 6.7777 2021-02-08 09:18:04,179 - mmaction - INFO - Epoch [97][2960/3757] lr: 1.000e-05, eta: 3:23:08, time: 1.792, data_time: 0.008, memory: 7633, top1_acc: 0.7547, top5_acc: 0.9047, loss_cls: 1.0019, loss: 1.0019, grad_norm: 6.8818 2021-02-08 09:18:49,900 - mmaction - INFO - Epoch [97][2980/3757] lr: 1.000e-05, eta: 3:22:49, time: 2.266, data_time: 0.008, memory: 7633, top1_acc: 0.7375, top5_acc: 0.8883, loss_cls: 1.0735, loss: 1.0735, grad_norm: 6.9718 2021-02-08 09:19:30,440 - mmaction - INFO - Epoch [97][3000/3757] lr: 1.000e-05, eta: 3:22:29, time: 2.049, data_time: 0.078, memory: 7633, top1_acc: 0.7516, top5_acc: 0.9148, loss_cls: 0.9993, loss: 0.9993, grad_norm: 7.0238 2021-02-08 09:20:11,093 - mmaction - INFO - Epoch [97][3020/3757] lr: 1.000e-05, eta: 3:22:10, time: 2.034, data_time: 0.005, memory: 7633, top1_acc: 0.7461, top5_acc: 0.8875, loss_cls: 1.0556, loss: 1.0556, grad_norm: 7.0019 2021-02-08 09:20:45,637 - mmaction - INFO - Epoch [97][3040/3757] lr: 1.000e-05, eta: 3:21:50, time: 1.712, data_time: 0.006, memory: 7633, top1_acc: 0.7383, top5_acc: 0.9000, loss_cls: 1.0247, loss: 1.0247, grad_norm: 6.9401 2021-02-08 09:21:20,428 - mmaction - INFO - Epoch [97][3060/3757] lr: 1.000e-05, eta: 3:21:31, time: 1.744, data_time: 0.020, memory: 7633, top1_acc: 0.7547, top5_acc: 0.9086, loss_cls: 0.9753, loss: 0.9753, grad_norm: 6.8489 2021-02-08 09:22:00,218 - mmaction - INFO - Epoch [97][3080/3757] lr: 1.000e-05, eta: 3:21:11, time: 1.984, data_time: 0.143, memory: 7633, top1_acc: 0.7453, top5_acc: 0.8961, loss_cls: 1.0331, loss: 1.0331, grad_norm: 6.8832 2021-02-08 09:22:35,501 - mmaction - INFO - Epoch [97][3100/3757] lr: 1.000e-05, eta: 3:20:52, time: 1.772, data_time: 0.021, memory: 7633, top1_acc: 0.7516, top5_acc: 0.8992, loss_cls: 1.0535, loss: 1.0535, grad_norm: 6.9883 2021-02-08 09:23:13,800 - mmaction - INFO - Epoch [97][3120/3757] lr: 1.000e-05, eta: 3:20:32, time: 1.924, data_time: 0.018, memory: 7633, top1_acc: 0.7570, top5_acc: 0.8977, loss_cls: 1.0196, loss: 1.0196, grad_norm: 6.9651 2021-02-08 09:23:22,678 - mmaction - INFO - Epoch [97][3140/3757] lr: 1.000e-05, eta: 3:20:12, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7469, top5_acc: 0.8984, loss_cls: 1.0165, loss: 1.0165, grad_norm: 7.0501 2021-02-08 09:23:41,565 - mmaction - INFO - Epoch [97][3160/3757] lr: 1.000e-05, eta: 3:19:51, time: 0.945, data_time: 0.501, memory: 7633, top1_acc: 0.7586, top5_acc: 0.8906, loss_cls: 1.0104, loss: 1.0104, grad_norm: 6.8716 2021-02-08 09:23:50,427 - mmaction - INFO - Epoch [97][3180/3757] lr: 1.000e-05, eta: 3:19:31, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7656, top5_acc: 0.9078, loss_cls: 0.9371, loss: 0.9371, grad_norm: 6.7110 2021-02-08 09:23:59,183 - mmaction - INFO - Epoch [97][3200/3757] lr: 1.000e-05, eta: 3:19:10, time: 0.439, data_time: 0.002, memory: 7633, top1_acc: 0.7555, top5_acc: 0.9156, loss_cls: 0.9721, loss: 0.9721, grad_norm: 6.9472 2021-02-08 09:24:07,956 - mmaction - INFO - Epoch [97][3220/3757] lr: 1.000e-05, eta: 3:18:49, time: 0.438, data_time: 0.000, memory: 7633, top1_acc: 0.7438, top5_acc: 0.8961, loss_cls: 1.0586, loss: 1.0586, grad_norm: 6.9176 2021-02-08 09:24:16,714 - mmaction - INFO - Epoch [97][3240/3757] lr: 1.000e-05, eta: 3:18:29, time: 0.437, data_time: 0.001, memory: 7633, top1_acc: 0.7609, top5_acc: 0.8977, loss_cls: 0.9856, loss: 0.9856, grad_norm: 6.9262 2021-02-08 09:24:43,713 - mmaction - INFO - Epoch [97][3260/3757] lr: 1.000e-05, eta: 3:18:09, time: 1.351, data_time: 0.909, memory: 7633, top1_acc: 0.7648, top5_acc: 0.9109, loss_cls: 0.9401, loss: 0.9401, grad_norm: 6.6106 2021-02-08 09:25:23,855 - mmaction - INFO - Epoch [97][3280/3757] lr: 1.000e-05, eta: 3:17:49, time: 2.006, data_time: 1.561, memory: 7633, top1_acc: 0.7641, top5_acc: 0.8930, loss_cls: 1.0321, loss: 1.0321, grad_norm: 6.7570 2021-02-08 09:28:02,122 - mmaction - INFO - Epoch [97][3300/3757] lr: 1.000e-05, eta: 3:17:35, time: 7.914, data_time: 5.123, memory: 7633, top1_acc: 0.7484, top5_acc: 0.9133, loss_cls: 0.9802, loss: 0.9802, grad_norm: 6.8377 2021-02-08 09:29:15,694 - mmaction - INFO - Epoch [97][3320/3757] lr: 1.000e-05, eta: 3:17:17, time: 3.679, data_time: 2.796, memory: 7633, top1_acc: 0.7328, top5_acc: 0.8930, loss_cls: 1.0715, loss: 1.0715, grad_norm: 7.1973 2021-02-08 09:30:02,705 - mmaction - INFO - Epoch [97][3340/3757] lr: 1.000e-05, eta: 3:16:58, time: 2.350, data_time: 0.003, memory: 7633, top1_acc: 0.7250, top5_acc: 0.8836, loss_cls: 1.1125, loss: 1.1125, grad_norm: 7.1481 2021-02-08 09:30:38,832 - mmaction - INFO - Epoch [97][3360/3757] lr: 1.000e-05, eta: 3:16:38, time: 1.807, data_time: 1.362, memory: 7633, top1_acc: 0.7430, top5_acc: 0.8961, loss_cls: 1.0298, loss: 1.0298, grad_norm: 6.9635 2021-02-08 09:31:30,613 - mmaction - INFO - Epoch [97][3380/3757] lr: 1.000e-05, eta: 3:16:19, time: 2.588, data_time: 2.005, memory: 7633, top1_acc: 0.7586, top5_acc: 0.9102, loss_cls: 0.9795, loss: 0.9795, grad_norm: 6.9372 2021-02-08 09:33:01,196 - mmaction - INFO - Epoch [97][3400/3757] lr: 1.000e-05, eta: 3:16:02, time: 4.530, data_time: 4.086, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8977, loss_cls: 1.0600, loss: 1.0600, grad_norm: 7.1769 2021-02-08 09:33:46,720 - mmaction - INFO - Epoch [97][3420/3757] lr: 1.000e-05, eta: 3:15:43, time: 2.276, data_time: 0.001, memory: 7633, top1_acc: 0.7336, top5_acc: 0.8906, loss_cls: 1.0860, loss: 1.0860, grad_norm: 7.3340 2021-02-08 09:34:36,779 - mmaction - INFO - Epoch [97][3440/3757] lr: 1.000e-05, eta: 3:15:24, time: 2.503, data_time: 1.342, memory: 7633, top1_acc: 0.7516, top5_acc: 0.9039, loss_cls: 0.9949, loss: 0.9949, grad_norm: 6.8897 2021-02-08 09:34:54,222 - mmaction - INFO - Epoch [97][3460/3757] lr: 1.000e-05, eta: 3:15:03, time: 0.872, data_time: 0.385, memory: 7633, top1_acc: 0.7570, top5_acc: 0.9078, loss_cls: 0.9985, loss: 0.9985, grad_norm: 7.0446 2021-02-08 09:36:45,382 - mmaction - INFO - Epoch [97][3480/3757] lr: 1.000e-05, eta: 3:14:47, time: 5.557, data_time: 0.001, memory: 7633, top1_acc: 0.7555, top5_acc: 0.9187, loss_cls: 0.9515, loss: 0.9515, grad_norm: 6.8777 2021-02-08 09:37:20,648 - mmaction - INFO - Epoch [97][3500/3757] lr: 1.000e-05, eta: 3:14:27, time: 1.764, data_time: 0.002, memory: 7633, top1_acc: 0.7445, top5_acc: 0.8969, loss_cls: 1.0426, loss: 1.0426, grad_norm: 7.0573 2021-02-08 09:37:49,256 - mmaction - INFO - Epoch [97][3520/3757] lr: 1.000e-05, eta: 3:14:07, time: 1.424, data_time: 0.385, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9055, loss_cls: 0.9858, loss: 0.9858, grad_norm: 6.7729 2021-02-08 09:38:21,897 - mmaction - INFO - Epoch [97][3540/3757] lr: 1.000e-05, eta: 3:13:48, time: 1.618, data_time: 0.389, memory: 7633, top1_acc: 0.7727, top5_acc: 0.9094, loss_cls: 0.9359, loss: 0.9359, grad_norm: 6.5946 2021-02-08 09:38:53,880 - mmaction - INFO - Epoch [97][3560/3757] lr: 1.000e-05, eta: 3:13:28, time: 1.610, data_time: 0.025, memory: 7633, top1_acc: 0.7172, top5_acc: 0.8914, loss_cls: 1.1055, loss: 1.1055, grad_norm: 7.1682 2021-02-08 09:39:34,584 - mmaction - INFO - Epoch [97][3580/3757] lr: 1.000e-05, eta: 3:13:09, time: 2.044, data_time: 0.341, memory: 7633, top1_acc: 0.7492, top5_acc: 0.9016, loss_cls: 1.0217, loss: 1.0217, grad_norm: 7.0759 2021-02-08 09:40:09,065 - mmaction - INFO - Epoch [97][3600/3757] lr: 1.000e-05, eta: 3:12:49, time: 1.720, data_time: 0.002, memory: 7633, top1_acc: 0.7234, top5_acc: 0.8984, loss_cls: 1.0850, loss: 1.0850, grad_norm: 7.4958 2021-02-08 09:40:48,079 - mmaction - INFO - Epoch [97][3620/3757] lr: 1.000e-05, eta: 3:12:29, time: 1.948, data_time: 0.013, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0466, loss: 1.0466, grad_norm: 6.9661 2021-02-08 09:41:28,459 - mmaction - INFO - Epoch [97][3640/3757] lr: 1.000e-05, eta: 3:12:10, time: 2.009, data_time: 0.015, memory: 7633, top1_acc: 0.7461, top5_acc: 0.9047, loss_cls: 1.0536, loss: 1.0536, grad_norm: 7.0255 2021-02-08 09:42:10,360 - mmaction - INFO - Epoch [97][3660/3757] lr: 1.000e-05, eta: 3:11:51, time: 2.102, data_time: 0.029, memory: 7633, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0544, loss: 1.0544, grad_norm: 7.1075 2021-02-08 09:43:22,144 - mmaction - INFO - Epoch [97][3680/3757] lr: 1.000e-05, eta: 3:11:32, time: 3.599, data_time: 0.012, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8969, loss_cls: 1.0636, loss: 1.0636, grad_norm: 7.0711 2021-02-08 09:45:29,223 - mmaction - INFO - Epoch [97][3700/3757] lr: 1.000e-05, eta: 3:11:16, time: 6.353, data_time: 3.051, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8961, loss_cls: 1.0667, loss: 1.0667, grad_norm: 7.0310 2021-02-08 09:46:41,116 - mmaction - INFO - Epoch [97][3720/3757] lr: 1.000e-05, eta: 3:10:58, time: 3.593, data_time: 2.115, memory: 7633, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.1263, loss: 1.1263, grad_norm: 7.5315 2021-02-08 09:48:05,918 - mmaction - INFO - Epoch [97][3740/3757] lr: 1.000e-05, eta: 3:10:41, time: 4.241, data_time: 3.139, memory: 7633, top1_acc: 0.7438, top5_acc: 0.8953, loss_cls: 1.0456, loss: 1.0456, grad_norm: 6.9250 2021-02-08 09:48:59,635 - mmaction - INFO - Saving checkpoint at 97 epochs 2021-02-08 09:50:05,829 - mmaction - INFO - Epoch [98][20/3757] lr: 1.000e-05, eta: 3:10:04, time: 3.219, data_time: 2.768, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8922, loss_cls: 1.0577, loss: 1.0577, grad_norm: 6.9852 2021-02-08 09:50:15,198 - mmaction - INFO - Epoch [98][40/3757] lr: 1.000e-05, eta: 3:09:43, time: 0.469, data_time: 0.001, memory: 7633, top1_acc: 0.7453, top5_acc: 0.9086, loss_cls: 1.0370, loss: 1.0370, grad_norm: 7.0046 2021-02-08 09:50:24,690 - mmaction - INFO - Epoch [98][60/3757] lr: 1.000e-05, eta: 3:09:23, time: 0.474, data_time: 0.001, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9117, loss_cls: 0.9606, loss: 0.9606, grad_norm: 6.7840 2021-02-08 09:50:34,314 - mmaction - INFO - Epoch [98][80/3757] lr: 1.000e-05, eta: 3:09:02, time: 0.480, data_time: 0.001, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9000, loss_cls: 1.0239, loss: 1.0239, grad_norm: 6.8260 2021-02-08 09:50:43,999 - mmaction - INFO - Epoch [98][100/3757] lr: 1.000e-05, eta: 3:08:41, time: 0.486, data_time: 0.002, memory: 7633, top1_acc: 0.7461, top5_acc: 0.8812, loss_cls: 1.0950, loss: 1.0950, grad_norm: 7.0422 2021-02-08 09:50:53,670 - mmaction - INFO - Epoch [98][120/3757] lr: 1.000e-05, eta: 3:08:21, time: 0.482, data_time: 0.001, memory: 7633, top1_acc: 0.7484, top5_acc: 0.9102, loss_cls: 0.9888, loss: 0.9888, grad_norm: 6.7635 2021-02-08 09:51:03,636 - mmaction - INFO - Epoch [98][140/3757] lr: 1.000e-05, eta: 3:08:00, time: 0.499, data_time: 0.002, memory: 7633, top1_acc: 0.7367, top5_acc: 0.9000, loss_cls: 1.0531, loss: 1.0531, grad_norm: 7.5363 2021-02-08 09:51:14,859 - mmaction - INFO - Epoch [98][160/3757] lr: 1.000e-05, eta: 3:07:39, time: 0.561, data_time: 0.001, memory: 7633, top1_acc: 0.7555, top5_acc: 0.9117, loss_cls: 0.9917, loss: 0.9917, grad_norm: 6.8148 2021-02-08 09:51:27,294 - mmaction - INFO - Epoch [98][180/3757] lr: 1.000e-05, eta: 3:07:19, time: 0.620, data_time: 0.003, memory: 7633, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1208, loss: 1.1208, grad_norm: 7.2294 2021-02-08 09:51:41,753 - mmaction - INFO - Epoch [98][200/3757] lr: 1.000e-05, eta: 3:06:58, time: 0.724, data_time: 0.005, memory: 7633, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 0.9674, loss: 0.9674, grad_norm: 6.7600 2021-02-08 09:52:01,671 - mmaction - INFO - Epoch [98][220/3757] lr: 1.000e-05, eta: 3:06:38, time: 0.990, data_time: 0.005, memory: 7633, top1_acc: 0.7547, top5_acc: 0.9102, loss_cls: 0.9740, loss: 0.9740, grad_norm: 6.6797 2021-02-08 09:52:25,647 - mmaction - INFO - Epoch [98][240/3757] lr: 1.000e-05, eta: 3:06:18, time: 1.201, data_time: 0.016, memory: 7633, top1_acc: 0.7492, top5_acc: 0.8953, loss_cls: 1.0397, loss: 1.0397, grad_norm: 6.8955 2021-02-08 09:52:59,118 - mmaction - INFO - Epoch [98][260/3757] lr: 1.000e-05, eta: 3:05:58, time: 1.674, data_time: 0.011, memory: 7633, top1_acc: 0.7656, top5_acc: 0.9133, loss_cls: 0.9707, loss: 0.9707, grad_norm: 6.7342 2021-02-08 09:53:33,014 - mmaction - INFO - Epoch [98][280/3757] lr: 1.000e-05, eta: 3:05:38, time: 1.693, data_time: 0.013, memory: 7633, top1_acc: 0.7258, top5_acc: 0.8883, loss_cls: 1.1090, loss: 1.1090, grad_norm: 7.0645 2021-02-08 09:54:03,927 - mmaction - INFO - Epoch [98][300/3757] lr: 1.000e-05, eta: 3:05:18, time: 1.533, data_time: 0.013, memory: 7633, top1_acc: 0.7492, top5_acc: 0.9078, loss_cls: 0.9905, loss: 0.9905, grad_norm: 6.8871 2021-02-08 09:54:30,991 - mmaction - INFO - Epoch [98][320/3757] lr: 1.000e-05, eta: 3:04:59, time: 1.373, data_time: 0.031, memory: 7633, top1_acc: 0.7383, top5_acc: 0.8898, loss_cls: 1.0720, loss: 1.0720, grad_norm: 7.0532 2021-02-08 09:54:39,773 - mmaction - INFO - Epoch [98][340/3757] lr: 1.000e-05, eta: 3:04:38, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7367, top5_acc: 0.8914, loss_cls: 1.0676, loss: 1.0676, grad_norm: 7.0083 2021-02-08 09:54:48,518 - mmaction - INFO - Epoch [98][360/3757] lr: 1.000e-05, eta: 3:04:17, time: 0.437, data_time: 0.001, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9133, loss_cls: 1.0105, loss: 1.0105, grad_norm: 6.8694 2021-02-08 09:54:57,343 - mmaction - INFO - Epoch [98][380/3757] lr: 1.000e-05, eta: 3:03:56, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8969, loss_cls: 1.0486, loss: 1.0486, grad_norm: 7.1551 2021-02-08 09:55:06,127 - mmaction - INFO - Epoch [98][400/3757] lr: 1.000e-05, eta: 3:03:36, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7609, top5_acc: 0.9164, loss_cls: 0.9736, loss: 0.9736, grad_norm: 6.8638 2021-02-08 09:55:14,946 - mmaction - INFO - Epoch [98][420/3757] lr: 1.000e-05, eta: 3:03:15, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7344, top5_acc: 0.9016, loss_cls: 1.0475, loss: 1.0475, grad_norm: 6.9334 2021-02-08 09:55:23,706 - mmaction - INFO - Epoch [98][440/3757] lr: 1.000e-05, eta: 3:02:54, time: 0.438, data_time: 0.001, memory: 7633, top1_acc: 0.7469, top5_acc: 0.8969, loss_cls: 1.0534, loss: 1.0534, grad_norm: 7.0509 2021-02-08 09:55:32,502 - mmaction - INFO - Epoch [98][460/3757] lr: 1.000e-05, eta: 3:02:34, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8969, loss_cls: 1.0441, loss: 1.0441, grad_norm: 7.0923 2021-02-08 09:55:41,303 - mmaction - INFO - Epoch [98][480/3757] lr: 1.000e-05, eta: 3:02:13, time: 0.439, data_time: 0.001, memory: 7633, top1_acc: 0.7367, top5_acc: 0.8914, loss_cls: 1.0692, loss: 1.0692, grad_norm: 7.1078 2021-02-08 09:55:50,090 - mmaction - INFO - Epoch [98][500/3757] lr: 1.000e-05, eta: 3:01:52, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8906, loss_cls: 1.0825, loss: 1.0825, grad_norm: 7.1628 2021-02-08 09:55:58,899 - mmaction - INFO - Epoch [98][520/3757] lr: 1.000e-05, eta: 3:01:31, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7289, top5_acc: 0.8961, loss_cls: 1.0705, loss: 1.0705, grad_norm: 7.3346 2021-02-08 09:56:07,703 - mmaction - INFO - Epoch [98][540/3757] lr: 1.000e-05, eta: 3:01:11, time: 0.440, data_time: 0.001, memory: 7633, top1_acc: 0.7422, top5_acc: 0.8914, loss_cls: 1.0271, loss: 1.0271, grad_norm: 6.9054 2021-02-08 09:56:16,515 - mmaction - INFO - Epoch [98][560/3757] lr: 1.000e-05, eta: 3:00:50, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7547, top5_acc: 0.8992, loss_cls: 1.0486, loss: 1.0486, grad_norm: 7.0332 2021-02-08 09:56:25,299 - mmaction - INFO - Epoch [98][580/3757] lr: 1.000e-05, eta: 3:00:29, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7523, top5_acc: 0.9148, loss_cls: 0.9677, loss: 0.9677, grad_norm: 6.8438 2021-02-08 09:56:34,126 - mmaction - INFO - Epoch [98][600/3757] lr: 1.000e-05, eta: 3:00:09, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7516, top5_acc: 0.8898, loss_cls: 1.0645, loss: 1.0645, grad_norm: 6.9054 2021-02-08 09:56:42,949 - mmaction - INFO - Epoch [98][620/3757] lr: 1.000e-05, eta: 2:59:48, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7539, top5_acc: 0.9047, loss_cls: 0.9854, loss: 0.9854, grad_norm: 6.6478 2021-02-08 09:56:51,802 - mmaction - INFO - Epoch [98][640/3757] lr: 1.000e-05, eta: 2:59:27, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7430, top5_acc: 0.8945, loss_cls: 1.0615, loss: 1.0615, grad_norm: 6.8977 2021-02-08 09:57:00,633 - mmaction - INFO - Epoch [98][660/3757] lr: 1.000e-05, eta: 2:59:07, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9062, loss_cls: 1.0067, loss: 1.0067, grad_norm: 6.9871 2021-02-08 09:57:09,452 - mmaction - INFO - Epoch [98][680/3757] lr: 1.000e-05, eta: 2:58:46, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9102, loss_cls: 0.9991, loss: 0.9991, grad_norm: 6.6980 2021-02-08 09:57:18,284 - mmaction - INFO - Epoch [98][700/3757] lr: 1.000e-05, eta: 2:58:25, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7648, top5_acc: 0.9086, loss_cls: 0.9835, loss: 0.9835, grad_norm: 6.8933 2021-02-08 09:57:27,117 - mmaction - INFO - Epoch [98][720/3757] lr: 1.000e-05, eta: 2:58:05, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7312, top5_acc: 0.8961, loss_cls: 1.0329, loss: 1.0329, grad_norm: 6.8765 2021-02-08 09:57:35,989 - mmaction - INFO - Epoch [98][740/3757] lr: 1.000e-05, eta: 2:57:44, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7297, top5_acc: 0.8930, loss_cls: 1.0393, loss: 1.0393, grad_norm: 7.1955 2021-02-08 09:57:44,841 - mmaction - INFO - Epoch [98][760/3757] lr: 1.000e-05, eta: 2:57:23, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7523, top5_acc: 0.9070, loss_cls: 0.9888, loss: 0.9888, grad_norm: 6.7558 2021-02-08 09:57:53,668 - mmaction - INFO - Epoch [98][780/3757] lr: 1.000e-05, eta: 2:57:02, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7438, top5_acc: 0.9023, loss_cls: 0.9966, loss: 0.9966, grad_norm: 7.0005 2021-02-08 09:58:02,470 - mmaction - INFO - Epoch [98][800/3757] lr: 1.000e-05, eta: 2:56:42, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7375, top5_acc: 0.9102, loss_cls: 1.0163, loss: 1.0163, grad_norm: 7.2193 2021-02-08 09:58:11,318 - mmaction - INFO - Epoch [98][820/3757] lr: 1.000e-05, eta: 2:56:21, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7336, top5_acc: 0.9031, loss_cls: 1.0572, loss: 1.0572, grad_norm: 7.1152 2021-02-08 09:58:20,202 - mmaction - INFO - Epoch [98][840/3757] lr: 1.000e-05, eta: 2:56:00, time: 0.445, data_time: 0.001, memory: 7633, top1_acc: 0.7453, top5_acc: 0.8992, loss_cls: 1.0322, loss: 1.0322, grad_norm: 6.9936 2021-02-08 09:58:29,059 - mmaction - INFO - Epoch [98][860/3757] lr: 1.000e-05, eta: 2:55:40, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7422, top5_acc: 0.9055, loss_cls: 0.9837, loss: 0.9837, grad_norm: 6.7736 2021-02-08 09:58:37,847 - mmaction - INFO - Epoch [98][880/3757] lr: 1.000e-05, eta: 2:55:19, time: 0.439, data_time: 0.000, memory: 7633, top1_acc: 0.7461, top5_acc: 0.8977, loss_cls: 1.0429, loss: 1.0429, grad_norm: 7.1518 2021-02-08 09:58:46,681 - mmaction - INFO - Epoch [98][900/3757] lr: 1.000e-05, eta: 2:54:58, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7414, top5_acc: 0.8992, loss_cls: 1.0583, loss: 1.0583, grad_norm: 7.0434 2021-02-08 09:58:55,557 - mmaction - INFO - Epoch [98][920/3757] lr: 1.000e-05, eta: 2:54:38, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7383, top5_acc: 0.9016, loss_cls: 1.0291, loss: 1.0291, grad_norm: 7.1194 2021-02-08 09:59:04,400 - mmaction - INFO - Epoch [98][940/3757] lr: 1.000e-05, eta: 2:54:17, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7508, top5_acc: 0.9133, loss_cls: 0.9761, loss: 0.9761, grad_norm: 6.8202 2021-02-08 09:59:13,269 - mmaction - INFO - Epoch [98][960/3757] lr: 1.000e-05, eta: 2:53:56, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7375, top5_acc: 0.9102, loss_cls: 1.0702, loss: 1.0702, grad_norm: 6.9332 2021-02-08 09:59:22,083 - mmaction - INFO - Epoch [98][980/3757] lr: 1.000e-05, eta: 2:53:36, time: 0.441, data_time: 0.001, memory: 7633, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.1347, loss: 1.1347, grad_norm: 6.9826 2021-02-08 09:59:30,878 - mmaction - INFO - Epoch [98][1000/3757] lr: 1.000e-05, eta: 2:53:15, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7469, top5_acc: 0.8977, loss_cls: 1.0216, loss: 1.0216, grad_norm: 6.9042 2021-02-08 09:59:39,769 - mmaction - INFO - Epoch [98][1020/3757] lr: 1.000e-05, eta: 2:52:55, time: 0.444, data_time: 0.000, memory: 7633, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.0887, loss: 1.0887, grad_norm: 7.0346 2021-02-08 09:59:48,855 - mmaction - INFO - Epoch [98][1040/3757] lr: 1.000e-05, eta: 2:52:34, time: 0.455, data_time: 0.012, memory: 7633, top1_acc: 0.7547, top5_acc: 0.9148, loss_cls: 0.9725, loss: 0.9725, grad_norm: 6.9641 2021-02-08 09:59:57,695 - mmaction - INFO - Epoch [98][1060/3757] lr: 1.000e-05, eta: 2:52:13, time: 0.442, data_time: 0.000, memory: 7633, top1_acc: 0.7500, top5_acc: 0.9047, loss_cls: 0.9979, loss: 0.9979, grad_norm: 6.8540 2021-02-08 10:00:06,530 - mmaction - INFO - Epoch [98][1080/3757] lr: 1.000e-05, eta: 2:51:53, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7391, top5_acc: 0.9031, loss_cls: 1.0261, loss: 1.0261, grad_norm: 6.9044 2021-02-08 10:00:15,392 - mmaction - INFO - Epoch [98][1100/3757] lr: 1.000e-05, eta: 2:51:32, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0552, loss: 1.0552, grad_norm: 6.9243 2021-02-08 10:00:24,266 - mmaction - INFO - Epoch [98][1120/3757] lr: 1.000e-05, eta: 2:51:11, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7719, top5_acc: 0.9156, loss_cls: 0.9489, loss: 0.9489, grad_norm: 6.7593 2021-02-08 10:00:33,089 - mmaction - INFO - Epoch [98][1140/3757] lr: 1.000e-05, eta: 2:50:51, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7570, top5_acc: 0.8922, loss_cls: 1.0158, loss: 1.0158, grad_norm: 6.7822 2021-02-08 10:00:41,961 - mmaction - INFO - Epoch [98][1160/3757] lr: 1.000e-05, eta: 2:50:30, time: 0.444, data_time: 0.000, memory: 7633, top1_acc: 0.7680, top5_acc: 0.9047, loss_cls: 0.9628, loss: 0.9628, grad_norm: 6.7579 2021-02-08 10:00:50,793 - mmaction - INFO - Epoch [98][1180/3757] lr: 1.000e-05, eta: 2:50:09, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7367, top5_acc: 0.8992, loss_cls: 1.0273, loss: 1.0273, grad_norm: 6.9534 2021-02-08 10:00:59,648 - mmaction - INFO - Epoch [98][1200/3757] lr: 1.000e-05, eta: 2:49:49, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7406, top5_acc: 0.8984, loss_cls: 1.0547, loss: 1.0547, grad_norm: 7.2786 2021-02-08 10:01:08,516 - mmaction - INFO - Epoch [98][1220/3757] lr: 1.000e-05, eta: 2:49:28, time: 0.443, data_time: 0.000, memory: 7633, top1_acc: 0.7445, top5_acc: 0.8914, loss_cls: 1.0794, loss: 1.0794, grad_norm: 7.0653 2021-02-08 10:01:17,403 - mmaction - INFO - Epoch [98][1240/3757] lr: 1.000e-05, eta: 2:49:07, time: 0.444, data_time: 0.001, memory: 7633, top1_acc: 0.7312, top5_acc: 0.8992, loss_cls: 1.0664, loss: 1.0664, grad_norm: 7.2616 2021-02-08 10:01:26,252 - mmaction - INFO - Epoch [98][1260/3757] lr: 1.000e-05, eta: 2:48:47, time: 0.443, data_time: 0.001, memory: 7633, top1_acc: 0.7281, top5_acc: 0.9031, loss_cls: 1.0581, loss: 1.0581, grad_norm: 7.0997 2021-02-08 10:01:35,050 - mmaction - INFO - Epoch [98][1280/3757] lr: 1.000e-05, eta: 2:48:26, time: 0.440, data_time: 0.000, memory: 7633, top1_acc: 0.7453, top5_acc: 0.8992, loss_cls: 1.0166, loss: 1.0166, grad_norm: 7.0184 2021-02-08 10:01:43,878 - mmaction - INFO - Epoch [98][1300/3757] lr: 1.000e-05, eta: 2:48:06, time: 0.441, data_time: 0.000, memory: 7633, top1_acc: 0.7430, top5_acc: 0.9008, loss_cls: 1.0014, loss: 1.0014, grad_norm: 6.9707 2021-02-08 10:01:52,741 - mmaction - INFO - Epoch [98][1320/3757] lr: 1.000e-05, eta: 2:47:45, time: 0.442, data_time: 0.001, memory: 7633, top1_acc: 0.7367, top5_acc: 0.8977, loss_cls: 1.0563, loss: 1.0563, grad_norm: 7.0125 2021-02-08 10:02:01,629 - mmaction - INFO - Epoch [98][1340/3757] lr: 1.000e-05, eta: 2:47:24, time: 0.445, data_time: 0.001, memory: 7633, top1_acc: 0.7359, top5_acc: 0.8953, loss_cls: 1.0434, loss: 1.0434, grad_norm: 6.8964 2021-02-08 10:02:10,823 - mmaction - INFO - Epoch [98][1360/3757] lr: 1.000e-05, eta: 2:47:04, time: 0.459, data_time: 0.001, memory: 7633, top1_acc: 0.7492, top5_acc: 0.8992, loss_cls: 1.0357, loss: 1.0357, grad_norm: 6.7723 2021-02-08 10:02:20,230 - mmaction - INFO - Epoch [98][1380/3757] lr: 1.000e-05, eta: 2:46:43, time: 0.471, data_time: 0.002, memory: 7633, top1_acc: 0.7680, top5_acc: 0.9148, loss_cls: 0.9300, loss: 0.9300, grad_norm: 6.7514 2021-02-08 10:02:29,296 - mmaction - INFO - Epoch [98][1400/3757] lr: 1.000e-05, eta: 2:46:22, time: 0.453, data_time: 0.001, memory: 7633, top1_acc: 0.7398, top5_acc: 0.9195, loss_cls: 1.0052, loss: 1.0052, grad_norm: 6.9165 2021-02-08 10:02:38,405 - mmaction - INFO - Epoch [98][1420/3757] lr: 1.000e-05, eta: 2:46:02, time: 0.455, data_time: 0.001, memory: 7633, top1_acc: 0.7477, top5_acc: 0.8922, loss_cls: 1.0402, loss: 1.0402, grad_norm: 7.0073 2021-02-08 10:02:47,597 - mmaction - INFO - Epoch [98][1440/3757] lr: 1.000e-05, eta: 2:45:41, time: 0.460, data_time: 0.001, memory: 7633, top1_acc: 0.7547, top5_acc: 0.8930, loss_cls: 1.0315, loss: 1.0315, grad_norm: 7.1797 2021-02-08 10:02:56,802 - mmaction - INFO - Epoch [98][1460/3757] lr: 1.000e-05, eta: 2:45:21, time: 0.460, data_time: 0.001, memory: 7633, top1_acc: 0.7469, top5_acc: 0.9016, loss_cls: 0.9883, loss: 0.9883, grad_norm: 6.7507 2021-02-08 10:03:05,878 - mmaction - INFO - Epoch [98][1480/3757] lr: 1.000e-05, eta: 2:45:00, time: 0.454, data_time: 0.001, memory: 7633, top1_acc: 0.7312, top5_acc: 0.8953, loss_cls: 1.0792, loss: 1.0792, grad_norm: 7.2104 2021-02-08 10:03:15,077 - mmaction - INFO - Epoch [98][1500/3757] lr: 1.000e-05, eta: 2:44:39, time: 0.460, data_time: 0.001, memory: 7633, top1_acc: 0.7633, top5_acc: 0.9070, loss_cls: 0.9673, loss: 0.9673, grad_norm: 6.9102 2021-02-08 10:03:24,176 - mmaction - INFO - Epoch [98][1520/3757] lr: 1.000e-05, eta: 2:44:19, time: 0.455, data_time: 0.001, memory: 7633, top1_acc: 0.7398, top5_acc: 0.8977, loss_cls: 1.0261, loss: 1.0261, grad_norm: 6.9089 2021-02-08 10:03:33,337 - mmaction - INFO - Epoch [98][1540/3757] lr: 1.000e-05, eta: 2:43:58, time: 0.458, data_time: 0.001, memory: 7633, top1_acc: 0.7422, top5_acc: 0.9023, loss_cls: 1.0169, loss: 1.0169, grad_norm: 6.9485 2021-02-08 10:03:42,529 - mmaction - INFO - Epoch [98][1560/3757] lr: 1.000e-05, eta: 2:43:38, time: 0.459, data_time: 0.001, memory: 7633, top1_acc: 0.7531, top5_acc: 0.9164, loss_cls: 0.9845, loss: 0.9845, grad_norm: 6.8510 2021-02-08 10:04:12,986 - mmaction - INFO - Epoch [98][1580/3757] lr: 1.000e-05, eta: 2:43:18, time: 1.523, data_time: 0.002, memory: 7633, top1_acc: 0.7391, top5_acc: 0.9094, loss_cls: 1.0352, loss: 1.0352, grad_norm: 7.0237 2021-02-08 10:04:23,685 - mmaction - INFO - Epoch [98][1600/3757] lr: 1.000e-05, eta: 2:42:57, time: 0.534, data_time: 0.001, memory: 7633, top1_acc: 0.7523, top5_acc: 0.9125, loss_cls: 1.0030, loss: 1.0030, grad_norm: 6.9289 2021-02-08 10:04:54,195 - mmaction - INFO - Epoch [98][1620/3757] lr: 1.000e-05, eta: 2:42:37, time: 1.527, data_time: 0.003, memory: 7633, top1_acc: 0.7320, top5_acc: 0.8938, loss_cls: 1.0752, loss: 1.0752, grad_norm: 6.9653 2021-02-08 10:05:13,791 - mmaction - INFO - Epoch [98][1640/3757] lr: 1.000e-05, eta: 2:42:17, time: 0.979, data_time: 0.005, memory: 7633, top1_acc: 0.7320, top5_acc: 0.8977, loss_cls: 1.0542, loss: 1.0542, grad_norm: 7.3004 2021-02-08 10:05:38,258 - mmaction - INFO - Epoch [98][1660/3757] lr: 1.000e-05, eta: 2:41:57, time: 1.224, data_time: 0.006, memory: 7633, top1_acc: 0.7227, top5_acc: 0.8805, loss_cls: 1.1099, loss: 1.1099, grad_norm: 7.3481 2021-02-08 10:06:04,937 - mmaction - INFO - Epoch [98][1680/3757] lr: 1.000e-05, eta: 2:41:37, time: 1.334, data_time: 0.005, memory: 7633, top1_acc: 0.7461, top5_acc: 0.8938, loss_cls: 1.0484, loss: 1.0484, grad_norm: 7.0481 2021-02-08 10:06:42,150 - mmaction - INFO - Epoch [98][1700/3757] lr: 1.000e-05, eta: 2:41:17, time: 1.852, data_time: 0.018, memory: 7633, top1_acc: 0.7680, top5_acc: 0.9133, loss_cls: 0.9498, loss: 0.9498, grad_norm: 6.9521 2021-02-08 10:07:10,342 - mmaction - INFO - Epoch [98][1720/3757] lr: 1.000e-05, eta: 2:40:57, time: 1.414, data_time: 0.019, memory: 7633, top1_acc: 0.7477, top5_acc: 0.9039, loss_cls: 0.9958, loss: 0.9958, grad_norm: 7.1137 2021-02-08 10:07:44,861 - mmaction - INFO - Epoch [98][1740/3757] lr: 1.000e-05, eta: 2:40:38, time: 1.700, data_time: 0.008, memory: 7633, top1_acc: 0.7461, top5_acc: 0.9016, loss_cls: 1.0469, loss: 1.0469, grad_norm: 6.9202 2021-02-08 10:08:14,575 - mmaction - INFO - Epoch [98][1760/3757] lr: 1.000e-05, eta: 2:40:18, time: 1.512, data_time: 0.036, memory: 7633, top1_acc: 0.7461, top5_acc: 0.8977, loss_cls: 1.0328, loss: 1.0328, grad_norm: 6.9064 2021-02-08 10:08:47,617 - mmaction - INFO - Epoch [98][1780/3757] lr: 1.000e-05, eta: 2:39:58, time: 1.636, data_time: 0.009, memory: 7633, top1_acc: 0.7641, top5_acc: 0.9133, loss_cls: 0.9424, loss: 0.9424, grad_norm: 6.6528 2021-02-08 10:09:20,468 - mmaction - INFO - Epoch [98][1800/3757] lr: 1.000e-05, eta: 2:39:38, time: 1.644, data_time: 0.033, memory: 7633, top1_acc: 0.7414, top5_acc: 0.9031, loss_cls: 1.0145, loss: 1.0145, grad_norm: 6.8798 2021-02-08 10:45:20,310 - 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: TITAN Xp CUDA_HOME: /mnt/lustre/share/polaris/dep/cuda-9.0-cudnn7.6.5 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GCC: gcc (GCC) 5.4.0 PyTorch: 1.5.0 PyTorch compiling details: PyTorch built with: - GCC 5.4 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.1 Product Build 20200208 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 912ce228837d1ce28e1a61806118835de03f5751) - OpenMP 201307 (a.k.a. OpenMP 4.0) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_70,code=compute_70 - CuDNN 7.6.5 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DNDEBUG -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DUSE_INTERNAL_THREADPOOL_IMPL -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.6.0 OpenCV: 4.2.0 MMCV: 1.2.6 MMCV Compiler: GCC 5.4 MMCV CUDA Compiler: 9.0 MMAction2: 0.11.0+9ae0124 ------------------------------------------------------------ 2021-02-08 10:45:20,325 - mmaction - INFO - Distributed training: True 2021-02-08 10:45:20,325 - mmaction - INFO - Config: /mnt/lustre/huangbinkun/mmaction2/configs/_base_/models/tanet_r50.py # model settings model = dict( type='Recognizer2D', backbone=dict( type='TANet', pretrained='torchvision://resnet50', depth=50, num_segments=8, tam_cfg=dict()), 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)) train_cfg = None test_cfg = dict(average_clips='prob') /mnt/lustre/huangbinkun/mmaction2/configs/_base_/default_runtime.py checkpoint_config = dict(interval=1) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = None workflow = [('train', 1)] /mnt/lustre/huangbinkun/mmaction2/configs/recognition/tanet/tanet_r50_dense_1x1x8_100e_kinetics400_rgb.py _base_ = [ '../../_base_/models/tanet_r50.py', '../../_base_/default_runtime.py' ] # dataset settings dataset_type = 'RawframeDataset' data_root = 'data/kinetics400/rawframes_train' data_root_val = 'data/kinetics400/rawframes_val' ann_file_train = 'data/kinetics400/kinetics400_train_list_rawframes.txt' ann_file_val = 'data/kinetics400/kinetics400_val_list_rawframes.txt' ann_file_test = 'data/kinetics400/kinetics400_val_list_rawframes.txt' 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') img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ dict(type='DenseSampleFrames', clip_len=1, frame_interval=1, num_clips=8), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), 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', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='DenseSampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='DenseSampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), # dict(type='CenterCrop', crop_size=224), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), 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, test_dataloader=dict(videos_per_gpu=2), train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) evaluation = dict( interval=90, metrics=['top_k_accuracy', 'mean_class_accuracy']) # optimizer optimizer = dict( type='SGD', constructor='TSMOptimizerConstructor', paramwise_cfg=dict(fc_lr5=True), lr=0.01, # this lr is used for 8 gpus momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=20, norm_type=2)) # learning policy lr_config = dict(policy='step', step=[50, 75, 90]) total_epochs = 100 # runtime settings work_dir = './work_dirs/tanet_r50_dense_1x1x8_100e_kinetics400_rgb/' 2021-02-08 10:45:26,551 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.weight', 'fc.bias'} 2021-02-08 10:45:28,132 - mmaction - INFO - load checkpoint from work_dirs/tanet_r50_dense_1x1x8_100e_kinetics400_rgb/20210204_190002/latest.pth 2021-02-08 10:45:29,451 - mmaction - INFO - resumed epoch 97, iter 364429 2021-02-08 10:45:29,453 - mmaction - INFO - Start running, host: huangbinkun@SH-IDC2-172-20-21-49, work_dir: /mnt/lustre/huangbinkun/mmaction2/work_dirs/tanet_r50_dense_1x1x8_100e_kinetics400_rgb/20210208_104509 2021-02-08 10:45:29,453 - mmaction - INFO - workflow: [('train', 1)], max: 100 epochs 2021-02-08 10:45:56,010 - mmaction - INFO - Epoch [98][20/3757] lr: 1.000e-05, eta: 4:07:46, time: 1.321, data_time: 0.764, memory: 7140, top1_acc: 0.7359, top5_acc: 0.8961, loss_cls: 1.0315, loss: 1.0315, grad_norm: 7.0050 2021-02-08 10:46:04,930 - mmaction - INFO - Epoch [98][40/3757] lr: 1.000e-05, eta: 2:45:24, time: 0.446, data_time: 0.005, memory: 7140, top1_acc: 0.7305, top5_acc: 0.8961, loss_cls: 1.0874, loss: 1.0874, grad_norm: 7.1388 2021-02-08 10:46:13,732 - mmaction - INFO - Epoch [98][60/3757] lr: 1.000e-05, eta: 2:17:28, time: 0.440, data_time: 0.001, memory: 7140, top1_acc: 0.7492, top5_acc: 0.9055, loss_cls: 1.0016, loss: 1.0016, grad_norm: 6.8479 2021-02-08 10:46:22,584 - mmaction - INFO - Epoch [98][80/3757] lr: 1.000e-05, eta: 2:03:32, time: 0.442, data_time: 0.001, memory: 7140, top1_acc: 0.7492, top5_acc: 0.8969, loss_cls: 1.0318, loss: 1.0318, grad_norm: 6.8584 2021-02-08 10:46:31,451 - mmaction - INFO - Epoch [98][100/3757] lr: 1.000e-05, eta: 1:55:10, time: 0.443, data_time: 0.001, memory: 7140, top1_acc: 0.7500, top5_acc: 0.8977, loss_cls: 1.0560, loss: 1.0560, grad_norm: 6.9071 2021-02-08 10:46:40,339 - mmaction - INFO - Epoch [98][120/3757] lr: 1.000e-05, eta: 1:49:34, time: 0.445, data_time: 0.001, memory: 7140, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0033, loss: 1.0033, grad_norm: 6.8131 2021-02-08 10:46:49,183 - mmaction - INFO - Epoch [98][140/3757] lr: 1.000e-05, eta: 1:45:29, time: 0.443, data_time: 0.002, memory: 7140, top1_acc: 0.7633, top5_acc: 0.9094, loss_cls: 0.9616, loss: 0.9616, grad_norm: 6.7489 2021-02-08 10:46:58,064 - mmaction - INFO - Epoch [98][160/3757] lr: 1.000e-05, eta: 1:42:24, time: 0.444, data_time: 0.000, memory: 7140, top1_acc: 0.7438, top5_acc: 0.9016, loss_cls: 1.0134, loss: 1.0134, grad_norm: 6.9853 2021-02-08 10:47:06,945 - mmaction - INFO - Epoch [98][180/3757] lr: 1.000e-05, eta: 1:39:59, time: 0.444, data_time: 0.001, memory: 7140, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 0.9989, loss: 0.9989, grad_norm: 6.9956 2021-02-08 10:47:15,832 - mmaction - INFO - Epoch [98][200/3757] lr: 1.000e-05, eta: 1:38:01, time: 0.444, data_time: 0.001, memory: 7140, top1_acc: 0.7703, top5_acc: 0.9031, loss_cls: 0.9522, loss: 0.9522, grad_norm: 6.5676 2021-02-08 10:47:24,780 - mmaction - INFO - Epoch [98][220/3757] lr: 1.000e-05, eta: 1:36:26, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7555, top5_acc: 0.9117, loss_cls: 0.9611, loss: 0.9611, grad_norm: 6.8640 2021-02-08 10:47:33,671 - mmaction - INFO - Epoch [98][240/3757] lr: 1.000e-05, eta: 1:35:03, time: 0.444, data_time: 0.000, memory: 7140, top1_acc: 0.7391, top5_acc: 0.9102, loss_cls: 1.0215, loss: 1.0215, grad_norm: 6.9651 2021-02-08 10:47:42,593 - mmaction - INFO - Epoch [98][260/3757] lr: 1.000e-05, eta: 1:33:52, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7398, top5_acc: 0.8977, loss_cls: 1.0388, loss: 1.0388, grad_norm: 7.0306 2021-02-08 10:47:51,507 - mmaction - INFO - Epoch [98][280/3757] lr: 1.000e-05, eta: 1:32:50, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7383, top5_acc: 0.8789, loss_cls: 1.0945, loss: 1.0945, grad_norm: 6.7031 2021-02-08 10:48:00,428 - mmaction - INFO - Epoch [98][300/3757] lr: 1.000e-05, eta: 1:31:56, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7570, top5_acc: 0.9000, loss_cls: 1.0320, loss: 1.0320, grad_norm: 7.0788 2021-02-08 10:48:09,335 - mmaction - INFO - Epoch [98][320/3757] lr: 1.000e-05, eta: 1:31:07, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7453, top5_acc: 0.9008, loss_cls: 1.0235, loss: 1.0235, grad_norm: 7.0616 2021-02-08 10:48:18,256 - mmaction - INFO - Epoch [98][340/3757] lr: 1.000e-05, eta: 1:30:22, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7398, top5_acc: 0.9055, loss_cls: 1.0223, loss: 1.0223, grad_norm: 6.9664 2021-02-08 10:48:27,225 - mmaction - INFO - Epoch [98][360/3757] lr: 1.000e-05, eta: 1:29:43, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7430, top5_acc: 0.8961, loss_cls: 1.0519, loss: 1.0519, grad_norm: 7.0701 2021-02-08 10:48:36,237 - mmaction - INFO - Epoch [98][380/3757] lr: 1.000e-05, eta: 1:29:09, time: 0.451, data_time: 0.001, memory: 7140, top1_acc: 0.7352, top5_acc: 0.9023, loss_cls: 1.0635, loss: 1.0635, grad_norm: 7.0707 2021-02-08 10:48:45,184 - mmaction - INFO - Epoch [98][400/3757] lr: 1.000e-05, eta: 1:28:35, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7570, top5_acc: 0.9102, loss_cls: 0.9833, loss: 0.9833, grad_norm: 7.0623 2021-02-08 10:48:54,146 - mmaction - INFO - Epoch [98][420/3757] lr: 1.000e-05, eta: 1:28:05, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7422, top5_acc: 0.9055, loss_cls: 1.0604, loss: 1.0604, grad_norm: 7.0110 2021-02-08 10:49:03,099 - mmaction - INFO - Epoch [98][440/3757] lr: 1.000e-05, eta: 1:27:35, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7602, top5_acc: 0.9086, loss_cls: 0.9630, loss: 0.9630, grad_norm: 6.6514 2021-02-08 10:49:12,060 - mmaction - INFO - Epoch [98][460/3757] lr: 1.000e-05, eta: 1:27:08, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7312, top5_acc: 0.9031, loss_cls: 1.0785, loss: 1.0785, grad_norm: 7.0996 2021-02-08 10:49:20,997 - mmaction - INFO - Epoch [98][480/3757] lr: 1.000e-05, eta: 1:26:42, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7461, top5_acc: 0.8961, loss_cls: 1.0670, loss: 1.0670, grad_norm: 7.1093 2021-02-08 10:49:29,957 - mmaction - INFO - Epoch [98][500/3757] lr: 1.000e-05, eta: 1:26:18, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7398, top5_acc: 0.8992, loss_cls: 0.9931, loss: 0.9931, grad_norm: 6.7653 2021-02-08 10:49:38,946 - mmaction - INFO - Epoch [98][520/3757] lr: 1.000e-05, eta: 1:25:55, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7086, top5_acc: 0.8992, loss_cls: 1.0820, loss: 1.0820, grad_norm: 7.2281 2021-02-08 10:49:47,902 - mmaction - INFO - Epoch [98][540/3757] lr: 1.000e-05, eta: 1:25:33, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7516, top5_acc: 0.9008, loss_cls: 1.0317, loss: 1.0317, grad_norm: 7.0123 2021-02-08 10:49:56,875 - mmaction - INFO - Epoch [98][560/3757] lr: 1.000e-05, eta: 1:25:12, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7484, top5_acc: 0.9000, loss_cls: 1.0369, loss: 1.0369, grad_norm: 6.9441 2021-02-08 10:50:05,843 - mmaction - INFO - Epoch [98][580/3757] lr: 1.000e-05, eta: 1:24:52, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7391, top5_acc: 0.9148, loss_cls: 0.9961, loss: 0.9961, grad_norm: 6.9524 2021-02-08 10:50:14,816 - mmaction - INFO - Epoch [98][600/3757] lr: 1.000e-05, eta: 1:24:32, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7430, top5_acc: 0.9047, loss_cls: 1.0110, loss: 1.0110, grad_norm: 6.9466 2021-02-08 10:50:23,796 - mmaction - INFO - Epoch [98][620/3757] lr: 1.000e-05, eta: 1:24:13, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7586, top5_acc: 0.9008, loss_cls: 1.0105, loss: 1.0105, grad_norm: 6.9153 2021-02-08 10:50:32,762 - mmaction - INFO - Epoch [98][640/3757] lr: 1.000e-05, eta: 1:23:56, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7594, top5_acc: 0.8891, loss_cls: 1.0394, loss: 1.0394, grad_norm: 6.7889 2021-02-08 10:50:41,766 - mmaction - INFO - Epoch [98][660/3757] lr: 1.000e-05, eta: 1:23:38, time: 0.450, data_time: 0.000, memory: 7140, top1_acc: 0.7422, top5_acc: 0.8930, loss_cls: 1.0236, loss: 1.0236, grad_norm: 6.7795 2021-02-08 10:50:50,709 - mmaction - INFO - Epoch [98][680/3757] lr: 1.000e-05, eta: 1:23:21, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7406, top5_acc: 0.8945, loss_cls: 1.0551, loss: 1.0551, grad_norm: 7.0283 2021-02-08 10:50:59,707 - mmaction - INFO - Epoch [98][700/3757] lr: 1.000e-05, eta: 1:23:05, time: 0.451, data_time: 0.001, memory: 7140, top1_acc: 0.7570, top5_acc: 0.9055, loss_cls: 0.9634, loss: 0.9634, grad_norm: 6.7487 2021-02-08 10:51:08,645 - mmaction - INFO - Epoch [98][720/3757] lr: 1.000e-05, eta: 1:22:48, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7555, top5_acc: 0.8977, loss_cls: 1.0206, loss: 1.0206, grad_norm: 6.9167 2021-02-08 10:51:17,593 - mmaction - INFO - Epoch [98][740/3757] lr: 1.000e-05, eta: 1:22:32, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7648, top5_acc: 0.9039, loss_cls: 0.9904, loss: 0.9904, grad_norm: 6.9672 2021-02-08 10:51:26,497 - mmaction - INFO - Epoch [98][760/3757] lr: 1.000e-05, eta: 1:22:16, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7273, top5_acc: 0.8875, loss_cls: 1.0868, loss: 1.0868, grad_norm: 7.3744 2021-02-08 10:51:35,463 - mmaction - INFO - Epoch [98][780/3757] lr: 1.000e-05, eta: 1:22:01, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7320, top5_acc: 0.9094, loss_cls: 1.0650, loss: 1.0650, grad_norm: 7.1170 2021-02-08 10:51:44,439 - mmaction - INFO - Epoch [98][800/3757] lr: 1.000e-05, eta: 1:21:46, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7492, top5_acc: 0.9000, loss_cls: 1.0270, loss: 1.0270, grad_norm: 7.2638 2021-02-08 10:51:53,414 - mmaction - INFO - Epoch [98][820/3757] lr: 1.000e-05, eta: 1:21:31, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7297, top5_acc: 0.9062, loss_cls: 1.0744, loss: 1.0744, grad_norm: 7.1637 2021-02-08 10:52:02,330 - mmaction - INFO - Epoch [98][840/3757] lr: 1.000e-05, eta: 1:21:16, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7508, top5_acc: 0.9031, loss_cls: 0.9994, loss: 0.9994, grad_norm: 7.0465 2021-02-08 10:52:11,340 - mmaction - INFO - Epoch [98][860/3757] lr: 1.000e-05, eta: 1:21:03, time: 0.451, data_time: 0.001, memory: 7140, top1_acc: 0.7609, top5_acc: 0.9047, loss_cls: 1.0052, loss: 1.0052, grad_norm: 6.6350 2021-02-08 10:52:20,279 - mmaction - INFO - Epoch [98][880/3757] lr: 1.000e-05, eta: 1:20:49, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7594, top5_acc: 0.9133, loss_cls: 0.9636, loss: 0.9636, grad_norm: 6.8194 2021-02-08 10:52:29,290 - mmaction - INFO - Epoch [98][900/3757] lr: 1.000e-05, eta: 1:20:36, time: 0.451, data_time: 0.000, memory: 7140, top1_acc: 0.7445, top5_acc: 0.9047, loss_cls: 1.0237, loss: 1.0237, grad_norm: 7.1796 2021-02-08 10:52:38,209 - mmaction - INFO - Epoch [98][920/3757] lr: 1.000e-05, eta: 1:20:22, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7227, top5_acc: 0.8867, loss_cls: 1.1049, loss: 1.1049, grad_norm: 7.1483 2021-02-08 10:52:47,137 - mmaction - INFO - Epoch [98][940/3757] lr: 1.000e-05, eta: 1:20:08, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7484, top5_acc: 0.9086, loss_cls: 1.0054, loss: 1.0054, grad_norm: 6.7995 2021-02-08 10:52:56,140 - mmaction - INFO - Epoch [98][960/3757] lr: 1.000e-05, eta: 1:19:56, time: 0.450, data_time: 0.000, memory: 7140, top1_acc: 0.7234, top5_acc: 0.8859, loss_cls: 1.1168, loss: 1.1168, grad_norm: 7.1421 2021-02-08 10:53:05,181 - mmaction - INFO - Epoch [98][980/3757] lr: 1.000e-05, eta: 1:19:44, time: 0.452, data_time: 0.001, memory: 7140, top1_acc: 0.7438, top5_acc: 0.9109, loss_cls: 1.0057, loss: 1.0057, grad_norm: 6.9265 2021-02-08 10:53:14,680 - mmaction - INFO - Epoch [98][1000/3757] lr: 1.000e-05, eta: 1:19:36, time: 0.474, data_time: 0.000, memory: 7140, top1_acc: 0.7320, top5_acc: 0.8883, loss_cls: 1.0387, loss: 1.0387, grad_norm: 6.9446 2021-02-08 10:53:24,100 - mmaction - INFO - Epoch [98][1020/3757] lr: 1.000e-05, eta: 1:19:28, time: 0.471, data_time: 0.001, memory: 7140, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.0921, loss: 1.0921, grad_norm: 7.2887 2021-02-08 10:53:33,091 - mmaction - INFO - Epoch [98][1040/3757] lr: 1.000e-05, eta: 1:19:16, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7625, top5_acc: 0.9094, loss_cls: 0.9806, loss: 0.9806, grad_norm: 7.0449 2021-02-08 10:53:42,276 - mmaction - INFO - Epoch [98][1060/3757] lr: 1.000e-05, eta: 1:19:06, time: 0.459, data_time: 0.001, memory: 7140, top1_acc: 0.7664, top5_acc: 0.9102, loss_cls: 0.9548, loss: 0.9548, grad_norm: 6.8842 2021-02-08 10:53:51,622 - mmaction - INFO - Epoch [98][1080/3757] lr: 1.000e-05, eta: 1:18:57, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.7367, top5_acc: 0.8914, loss_cls: 1.0685, loss: 1.0685, grad_norm: 7.1201 2021-02-08 10:54:00,949 - mmaction - INFO - Epoch [98][1100/3757] lr: 1.000e-05, eta: 1:18:48, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.7562, top5_acc: 0.9047, loss_cls: 1.0309, loss: 1.0309, grad_norm: 7.1902 2021-02-08 10:54:10,338 - mmaction - INFO - Epoch [98][1120/3757] lr: 1.000e-05, eta: 1:18:39, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.7617, top5_acc: 0.9078, loss_cls: 0.9754, loss: 0.9754, grad_norm: 6.7628 2021-02-08 10:54:19,622 - mmaction - INFO - Epoch [98][1140/3757] lr: 1.000e-05, eta: 1:18:30, time: 0.465, data_time: 0.002, memory: 7140, top1_acc: 0.7578, top5_acc: 0.9031, loss_cls: 0.9791, loss: 0.9791, grad_norm: 6.8569 2021-02-08 10:54:28,908 - mmaction - INFO - Epoch [98][1160/3757] lr: 1.000e-05, eta: 1:18:20, time: 0.464, data_time: 0.001, memory: 7140, top1_acc: 0.7656, top5_acc: 0.8992, loss_cls: 0.9933, loss: 0.9933, grad_norm: 6.8451 2021-02-08 10:54:38,170 - mmaction - INFO - Epoch [98][1180/3757] lr: 1.000e-05, eta: 1:18:11, time: 0.464, data_time: 0.001, memory: 7140, top1_acc: 0.7445, top5_acc: 0.8883, loss_cls: 1.0374, loss: 1.0374, grad_norm: 6.9098 2021-02-08 10:54:47,578 - mmaction - INFO - Epoch [98][1200/3757] lr: 1.000e-05, eta: 1:18:02, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.0882, loss: 1.0882, grad_norm: 7.1508 2021-02-08 10:54:57,160 - mmaction - INFO - Epoch [98][1220/3757] lr: 1.000e-05, eta: 1:17:55, time: 0.480, data_time: 0.002, memory: 7140, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0188, loss: 1.0188, grad_norm: 7.2833 2021-02-08 10:55:06,856 - mmaction - INFO - Epoch [98][1240/3757] lr: 1.000e-05, eta: 1:17:49, time: 0.485, data_time: 0.001, memory: 7140, top1_acc: 0.7531, top5_acc: 0.9055, loss_cls: 0.9965, loss: 0.9965, grad_norm: 7.0035 2021-02-08 10:55:16,928 - mmaction - INFO - Epoch [98][1260/3757] lr: 1.000e-05, eta: 1:17:46, time: 0.502, data_time: 0.001, memory: 7140, top1_acc: 0.7391, top5_acc: 0.8945, loss_cls: 1.0727, loss: 1.0727, grad_norm: 6.9791 2021-02-08 10:55:29,050 - mmaction - INFO - Epoch [98][1280/3757] lr: 1.000e-05, eta: 1:17:58, time: 0.607, data_time: 0.003, memory: 7140, top1_acc: 0.7469, top5_acc: 0.9148, loss_cls: 0.9745, loss: 0.9745, grad_norm: 6.8969 2021-02-08 10:55:42,993 - mmaction - INFO - Epoch [98][1300/3757] lr: 1.000e-05, eta: 1:18:23, time: 0.691, data_time: 0.003, memory: 7140, top1_acc: 0.7516, top5_acc: 0.9070, loss_cls: 0.9888, loss: 0.9888, grad_norm: 6.9581 2021-02-08 10:56:04,332 - mmaction - INFO - Epoch [98][1320/3757] lr: 1.000e-05, eta: 1:19:44, time: 1.068, data_time: 0.010, memory: 7140, top1_acc: 0.7523, top5_acc: 0.9047, loss_cls: 0.9392, loss: 0.9392, grad_norm: 6.5179 2021-02-08 10:56:29,032 - mmaction - INFO - Epoch [98][1340/3757] lr: 1.000e-05, eta: 1:21:26, time: 1.236, data_time: 0.009, memory: 7140, top1_acc: 0.7562, top5_acc: 0.9008, loss_cls: 1.0058, loss: 1.0058, grad_norm: 6.8554 2021-02-08 10:57:05,205 - mmaction - INFO - Epoch [98][1360/3757] lr: 1.000e-05, eta: 1:24:26, time: 1.796, data_time: 0.015, memory: 7140, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0649, loss: 1.0649, grad_norm: 7.0739 2021-02-08 10:57:37,066 - mmaction - INFO - Epoch [98][1380/3757] lr: 1.000e-05, eta: 1:26:53, time: 1.605, data_time: 0.022, memory: 7140, top1_acc: 0.7805, top5_acc: 0.9133, loss_cls: 0.9392, loss: 0.9392, grad_norm: 6.6817 2021-02-08 10:58:11,617 - mmaction - INFO - Epoch [98][1400/3757] lr: 1.000e-05, eta: 1:29:32, time: 1.733, data_time: 0.018, memory: 7140, top1_acc: 0.7430, top5_acc: 0.8922, loss_cls: 1.0778, loss: 1.0778, grad_norm: 6.9498 2021-02-08 10:58:46,493 - mmaction - INFO - Epoch [98][1420/3757] lr: 1.000e-05, eta: 1:32:08, time: 1.742, data_time: 0.004, memory: 7140, top1_acc: 0.7422, top5_acc: 0.8992, loss_cls: 1.0102, loss: 1.0102, grad_norm: 6.8303 2021-02-08 10:59:16,480 - mmaction - INFO - Epoch [98][1440/3757] lr: 1.000e-05, eta: 1:34:03, time: 1.492, data_time: 0.016, memory: 7140, top1_acc: 0.7523, top5_acc: 0.9039, loss_cls: 1.0111, loss: 1.0111, grad_norm: 6.8545 2021-02-08 10:59:48,077 - mmaction - INFO - Epoch [98][1460/3757] lr: 1.000e-05, eta: 1:36:08, time: 1.586, data_time: 0.011, memory: 7140, top1_acc: 0.7484, top5_acc: 0.9047, loss_cls: 1.0212, loss: 1.0212, grad_norm: 6.9539 2021-02-08 11:00:20,452 - mmaction - INFO - Epoch [98][1480/3757] lr: 1.000e-05, eta: 1:38:09, time: 1.595, data_time: 0.018, memory: 7140, top1_acc: 0.7570, top5_acc: 0.9062, loss_cls: 0.9944, loss: 0.9944, grad_norm: 6.9369 2021-02-08 11:00:55,288 - mmaction - INFO - Epoch [98][1500/3757] lr: 1.000e-05, eta: 1:40:27, time: 1.751, data_time: 0.037, memory: 7140, top1_acc: 0.7500, top5_acc: 0.9039, loss_cls: 0.9757, loss: 0.9757, grad_norm: 6.7006 2021-02-08 11:01:36,209 - mmaction - INFO - Epoch [98][1520/3757] lr: 1.000e-05, eta: 1:43:18, time: 2.046, data_time: 0.027, memory: 7140, top1_acc: 0.7219, top5_acc: 0.8977, loss_cls: 1.0696, loss: 1.0696, grad_norm: 7.1819 2021-02-08 11:02:19,515 - mmaction - INFO - Epoch [98][1540/3757] lr: 1.000e-05, eta: 1:46:20, time: 2.178, data_time: 0.030, memory: 7140, top1_acc: 0.7531, top5_acc: 0.9031, loss_cls: 1.0295, loss: 1.0295, grad_norm: 7.0421 2021-02-08 11:03:01,361 - mmaction - INFO - Epoch [98][1560/3757] lr: 1.000e-05, eta: 1:49:05, time: 2.081, data_time: 0.016, memory: 7140, top1_acc: 0.7250, top5_acc: 0.8781, loss_cls: 1.1275, loss: 1.1275, grad_norm: 7.1483 2021-02-08 11:03:41,937 - mmaction - INFO - Epoch [98][1580/3757] lr: 1.000e-05, eta: 1:51:38, time: 2.038, data_time: 0.023, memory: 7140, top1_acc: 0.7477, top5_acc: 0.8984, loss_cls: 0.9947, loss: 0.9947, grad_norm: 6.8162 2021-02-08 11:04:06,291 - mmaction - INFO - Epoch [98][1600/3757] lr: 1.000e-05, eta: 1:52:29, time: 1.225, data_time: 0.011, memory: 7140, top1_acc: 0.7453, top5_acc: 0.9008, loss_cls: 1.0334, loss: 1.0334, grad_norm: 6.9447 2021-02-08 11:04:15,146 - mmaction - INFO - Epoch [98][1620/3757] lr: 1.000e-05, eta: 1:51:45, time: 0.442, data_time: 0.000, memory: 7140, top1_acc: 0.7414, top5_acc: 0.9031, loss_cls: 1.0378, loss: 1.0378, grad_norm: 7.0172 2021-02-08 11:04:24,029 - mmaction - INFO - Epoch [98][1640/3757] lr: 1.000e-05, eta: 1:51:01, time: 0.445, data_time: 0.001, memory: 7140, top1_acc: 0.7430, top5_acc: 0.8945, loss_cls: 1.0322, loss: 1.0322, grad_norm: 6.9823 2021-02-08 11:04:32,908 - mmaction - INFO - Epoch [98][1660/3757] lr: 1.000e-05, eta: 1:50:19, time: 0.444, data_time: 0.000, memory: 7140, top1_acc: 0.7266, top5_acc: 0.8867, loss_cls: 1.1139, loss: 1.1139, grad_norm: 7.2881 2021-02-08 11:04:41,765 - mmaction - INFO - Epoch [98][1680/3757] lr: 1.000e-05, eta: 1:49:37, time: 0.443, data_time: 0.001, memory: 7140, top1_acc: 0.7758, top5_acc: 0.9102, loss_cls: 0.9845, loss: 0.9845, grad_norm: 6.7047 2021-02-08 11:04:50,646 - mmaction - INFO - Epoch [98][1700/3757] lr: 1.000e-05, eta: 1:48:56, time: 0.444, data_time: 0.001, memory: 7140, top1_acc: 0.7617, top5_acc: 0.9023, loss_cls: 0.9759, loss: 0.9759, grad_norm: 6.8886 2021-02-08 11:04:59,502 - mmaction - INFO - Epoch [98][1720/3757] lr: 1.000e-05, eta: 1:48:16, time: 0.443, data_time: 0.000, memory: 7140, top1_acc: 0.7328, top5_acc: 0.8945, loss_cls: 1.0479, loss: 1.0479, grad_norm: 7.3968 2021-02-08 11:05:08,376 - mmaction - INFO - Epoch [98][1740/3757] lr: 1.000e-05, eta: 1:47:36, time: 0.444, data_time: 0.001, memory: 7140, top1_acc: 0.7602, top5_acc: 0.9062, loss_cls: 0.9594, loss: 0.9594, grad_norm: 6.6767 2021-02-08 11:05:17,248 - mmaction - INFO - Epoch [98][1760/3757] lr: 1.000e-05, eta: 1:46:57, time: 0.444, data_time: 0.000, memory: 7140, top1_acc: 0.7750, top5_acc: 0.9070, loss_cls: 0.9629, loss: 0.9629, grad_norm: 6.6264 2021-02-08 11:05:26,148 - mmaction - INFO - Epoch [98][1780/3757] lr: 1.000e-05, eta: 1:46:19, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7633, top5_acc: 0.9094, loss_cls: 0.9838, loss: 0.9838, grad_norm: 7.1396 2021-02-08 11:05:35,037 - mmaction - INFO - Epoch [98][1800/3757] lr: 1.000e-05, eta: 1:45:42, time: 0.445, data_time: 0.001, memory: 7140, top1_acc: 0.7617, top5_acc: 0.9070, loss_cls: 0.9897, loss: 0.9897, grad_norm: 6.9161 2021-02-08 11:05:43,942 - mmaction - INFO - Epoch [98][1820/3757] lr: 1.000e-05, eta: 1:45:05, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7336, top5_acc: 0.9016, loss_cls: 1.0509, loss: 1.0509, grad_norm: 7.1492 2021-02-08 11:05:52,844 - mmaction - INFO - Epoch [98][1840/3757] lr: 1.000e-05, eta: 1:44:29, time: 0.445, data_time: 0.001, memory: 7140, top1_acc: 0.7664, top5_acc: 0.9000, loss_cls: 0.9691, loss: 0.9691, grad_norm: 6.6868 2021-02-08 11:06:01,794 - mmaction - INFO - Epoch [98][1860/3757] lr: 1.000e-05, eta: 1:43:54, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7562, top5_acc: 0.9008, loss_cls: 1.0019, loss: 1.0019, grad_norm: 6.9384 2021-02-08 11:06:10,672 - mmaction - INFO - Epoch [98][1880/3757] lr: 1.000e-05, eta: 1:43:19, time: 0.444, data_time: 0.001, memory: 7140, top1_acc: 0.7430, top5_acc: 0.9023, loss_cls: 0.9892, loss: 0.9892, grad_norm: 7.0756 2021-02-08 11:06:19,637 - mmaction - INFO - Epoch [98][1900/3757] lr: 1.000e-05, eta: 1:42:45, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7586, top5_acc: 0.9187, loss_cls: 0.9308, loss: 0.9308, grad_norm: 6.9152 2021-02-08 11:06:28,521 - mmaction - INFO - Epoch [98][1920/3757] lr: 1.000e-05, eta: 1:42:11, time: 0.445, data_time: 0.001, memory: 7140, top1_acc: 0.7359, top5_acc: 0.8844, loss_cls: 1.1100, loss: 1.1100, grad_norm: 7.1772 2021-02-08 11:06:37,413 - mmaction - INFO - Epoch [98][1940/3757] lr: 1.000e-05, eta: 1:41:37, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7328, top5_acc: 0.8852, loss_cls: 1.0969, loss: 1.0969, grad_norm: 7.1790 2021-02-08 11:06:46,400 - mmaction - INFO - Epoch [98][1960/3757] lr: 1.000e-05, eta: 1:41:05, time: 0.449, data_time: 0.000, memory: 7140, top1_acc: 0.7578, top5_acc: 0.9008, loss_cls: 1.0077, loss: 1.0077, grad_norm: 6.8350 2021-02-08 11:06:55,334 - mmaction - INFO - Epoch [98][1980/3757] lr: 1.000e-05, eta: 1:40:32, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7586, top5_acc: 0.9133, loss_cls: 0.9830, loss: 0.9830, grad_norm: 6.7101 2021-02-08 11:07:04,247 - mmaction - INFO - Epoch [98][2000/3757] lr: 1.000e-05, eta: 1:40:01, time: 0.445, data_time: 0.001, memory: 7140, top1_acc: 0.7500, top5_acc: 0.9078, loss_cls: 0.9696, loss: 0.9696, grad_norm: 6.9275 2021-02-08 11:07:13,197 - mmaction - INFO - Epoch [98][2020/3757] lr: 1.000e-05, eta: 1:39:29, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7453, top5_acc: 0.9016, loss_cls: 1.0202, loss: 1.0202, grad_norm: 6.8797 2021-02-08 11:07:22,134 - mmaction - INFO - Epoch [98][2040/3757] lr: 1.000e-05, eta: 1:38:59, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7305, top5_acc: 0.8914, loss_cls: 1.0538, loss: 1.0538, grad_norm: 7.2925 2021-02-08 11:07:31,057 - mmaction - INFO - Epoch [98][2060/3757] lr: 1.000e-05, eta: 1:38:28, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7438, top5_acc: 0.8883, loss_cls: 1.0902, loss: 1.0902, grad_norm: 6.8141 2021-02-08 11:07:39,945 - mmaction - INFO - Epoch [98][2080/3757] lr: 1.000e-05, eta: 1:37:58, time: 0.444, data_time: 0.000, memory: 7140, top1_acc: 0.7500, top5_acc: 0.9070, loss_cls: 1.0035, loss: 1.0035, grad_norm: 6.9136 2021-02-08 11:07:48,898 - mmaction - INFO - Epoch [98][2100/3757] lr: 1.000e-05, eta: 1:37:28, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7641, top5_acc: 0.9164, loss_cls: 0.9523, loss: 0.9523, grad_norm: 6.7867 2021-02-08 11:07:57,824 - mmaction - INFO - Epoch [98][2120/3757] lr: 1.000e-05, eta: 1:36:59, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7344, top5_acc: 0.9008, loss_cls: 1.0630, loss: 1.0630, grad_norm: 7.3234 2021-02-08 11:08:06,738 - mmaction - INFO - Epoch [98][2140/3757] lr: 1.000e-05, eta: 1:36:30, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7414, top5_acc: 0.9031, loss_cls: 1.0285, loss: 1.0285, grad_norm: 6.8374 2021-02-08 11:08:15,709 - mmaction - INFO - Epoch [98][2160/3757] lr: 1.000e-05, eta: 1:36:02, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7422, top5_acc: 0.9023, loss_cls: 1.0348, loss: 1.0348, grad_norm: 7.0161 2021-02-08 11:08:24,682 - mmaction - INFO - Epoch [98][2180/3757] lr: 1.000e-05, eta: 1:35:34, time: 0.449, data_time: 0.000, memory: 7140, top1_acc: 0.7375, top5_acc: 0.9164, loss_cls: 1.0066, loss: 1.0066, grad_norm: 6.9526 2021-02-08 11:08:33,621 - mmaction - INFO - Epoch [98][2200/3757] lr: 1.000e-05, eta: 1:35:06, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7547, top5_acc: 0.9078, loss_cls: 0.9712, loss: 0.9712, grad_norm: 6.6742 2021-02-08 11:08:42,580 - mmaction - INFO - Epoch [98][2220/3757] lr: 1.000e-05, eta: 1:34:39, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7305, top5_acc: 0.8961, loss_cls: 1.0765, loss: 1.0765, grad_norm: 7.3095 2021-02-08 11:08:51,501 - mmaction - INFO - Epoch [98][2240/3757] lr: 1.000e-05, eta: 1:34:11, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7414, top5_acc: 0.8961, loss_cls: 1.0620, loss: 1.0620, grad_norm: 7.2038 2021-02-08 11:09:00,445 - mmaction - INFO - Epoch [98][2260/3757] lr: 1.000e-05, eta: 1:33:45, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 0.9924, loss: 0.9924, grad_norm: 6.8057 2021-02-08 11:09:09,333 - mmaction - INFO - Epoch [98][2280/3757] lr: 1.000e-05, eta: 1:33:18, time: 0.444, data_time: 0.000, memory: 7140, top1_acc: 0.7758, top5_acc: 0.9094, loss_cls: 0.9456, loss: 0.9456, grad_norm: 6.6652 2021-02-08 11:09:18,259 - mmaction - INFO - Epoch [98][2300/3757] lr: 1.000e-05, eta: 1:32:52, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7477, top5_acc: 0.9008, loss_cls: 1.0491, loss: 1.0491, grad_norm: 7.2304 2021-02-08 11:09:27,201 - mmaction - INFO - Epoch [98][2320/3757] lr: 1.000e-05, eta: 1:32:26, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7453, top5_acc: 0.8906, loss_cls: 1.0537, loss: 1.0537, grad_norm: 6.8777 2021-02-08 11:09:36,135 - mmaction - INFO - Epoch [98][2340/3757] lr: 1.000e-05, eta: 1:32:00, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7438, top5_acc: 0.8922, loss_cls: 1.0729, loss: 1.0729, grad_norm: 6.9949 2021-02-08 11:09:45,178 - mmaction - INFO - Epoch [98][2360/3757] lr: 1.000e-05, eta: 1:31:35, time: 0.451, data_time: 0.004, memory: 7140, top1_acc: 0.7617, top5_acc: 0.9070, loss_cls: 0.9733, loss: 0.9733, grad_norm: 7.0165 2021-02-08 11:09:54,140 - mmaction - INFO - Epoch [98][2380/3757] lr: 1.000e-05, eta: 1:31:10, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7508, top5_acc: 0.9000, loss_cls: 1.0096, loss: 1.0096, grad_norm: 7.0546 2021-02-08 11:10:03,129 - mmaction - INFO - Epoch [98][2400/3757] lr: 1.000e-05, eta: 1:30:46, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7508, top5_acc: 0.8953, loss_cls: 1.0542, loss: 1.0542, grad_norm: 6.9492 2021-02-08 11:10:12,091 - mmaction - INFO - Epoch [98][2420/3757] lr: 1.000e-05, eta: 1:30:21, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0364, loss: 1.0364, grad_norm: 7.1124 2021-02-08 11:10:21,014 - mmaction - INFO - Epoch [98][2440/3757] lr: 1.000e-05, eta: 1:29:57, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7398, top5_acc: 0.8898, loss_cls: 1.0670, loss: 1.0670, grad_norm: 6.8135 2021-02-08 11:10:30,075 - mmaction - INFO - Epoch [98][2460/3757] lr: 1.000e-05, eta: 1:29:34, time: 0.453, data_time: 0.006, memory: 7140, top1_acc: 0.7422, top5_acc: 0.9016, loss_cls: 1.0539, loss: 1.0539, grad_norm: 6.7840 2021-02-08 11:10:38,999 - mmaction - INFO - Epoch [98][2480/3757] lr: 1.000e-05, eta: 1:29:10, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0959, loss: 1.0959, grad_norm: 7.2970 2021-02-08 11:10:47,950 - mmaction - INFO - Epoch [98][2500/3757] lr: 1.000e-05, eta: 1:28:46, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7461, top5_acc: 0.8859, loss_cls: 1.0482, loss: 1.0482, grad_norm: 7.0454 2021-02-08 11:10:57,012 - mmaction - INFO - Epoch [98][2520/3757] lr: 1.000e-05, eta: 1:28:23, time: 0.452, data_time: 0.004, memory: 7140, top1_acc: 0.7305, top5_acc: 0.8914, loss_cls: 1.0804, loss: 1.0804, grad_norm: 7.1845 2021-02-08 11:11:05,991 - mmaction - INFO - Epoch [98][2540/3757] lr: 1.000e-05, eta: 1:28:01, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7602, top5_acc: 0.9031, loss_cls: 0.9823, loss: 0.9823, grad_norm: 6.7424 2021-02-08 11:11:14,898 - mmaction - INFO - Epoch [98][2560/3757] lr: 1.000e-05, eta: 1:27:38, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7453, top5_acc: 0.8961, loss_cls: 1.0528, loss: 1.0528, grad_norm: 7.1575 2021-02-08 11:11:23,819 - mmaction - INFO - Epoch [98][2580/3757] lr: 1.000e-05, eta: 1:27:15, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7414, top5_acc: 0.9086, loss_cls: 1.0027, loss: 1.0027, grad_norm: 7.0020 2021-02-08 11:11:32,733 - mmaction - INFO - Epoch [98][2600/3757] lr: 1.000e-05, eta: 1:26:52, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0024, loss: 1.0024, grad_norm: 7.0074 2021-02-08 11:11:41,717 - mmaction - INFO - Epoch [98][2620/3757] lr: 1.000e-05, eta: 1:26:30, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7594, top5_acc: 0.9172, loss_cls: 0.9814, loss: 0.9814, grad_norm: 7.0306 2021-02-08 11:11:50,644 - mmaction - INFO - Epoch [98][2640/3757] lr: 1.000e-05, eta: 1:26:08, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7258, top5_acc: 0.8945, loss_cls: 1.0887, loss: 1.0887, grad_norm: 7.1681 2021-02-08 11:11:59,600 - mmaction - INFO - Epoch [98][2660/3757] lr: 1.000e-05, eta: 1:25:47, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7367, top5_acc: 0.8961, loss_cls: 1.0727, loss: 1.0727, grad_norm: 7.0752 2021-02-08 11:12:08,571 - mmaction - INFO - Epoch [98][2680/3757] lr: 1.000e-05, eta: 1:25:25, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7383, top5_acc: 0.9125, loss_cls: 1.0054, loss: 1.0054, grad_norm: 6.8997 2021-02-08 11:12:17,520 - mmaction - INFO - Epoch [98][2700/3757] lr: 1.000e-05, eta: 1:25:04, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7492, top5_acc: 0.9047, loss_cls: 1.0147, loss: 1.0147, grad_norm: 6.7371 2021-02-08 11:12:26,452 - mmaction - INFO - Epoch [98][2720/3757] lr: 1.000e-05, eta: 1:24:42, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7391, top5_acc: 0.9047, loss_cls: 1.0230, loss: 1.0230, grad_norm: 6.9994 2021-02-08 11:12:35,401 - mmaction - INFO - Epoch [98][2740/3757] lr: 1.000e-05, eta: 1:24:21, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7539, top5_acc: 0.8977, loss_cls: 1.0320, loss: 1.0320, grad_norm: 7.0015 2021-02-08 11:12:44,382 - mmaction - INFO - Epoch [98][2760/3757] lr: 1.000e-05, eta: 1:24:01, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7547, top5_acc: 0.9039, loss_cls: 1.0284, loss: 1.0284, grad_norm: 6.8865 2021-02-08 11:12:53,314 - mmaction - INFO - Epoch [98][2780/3757] lr: 1.000e-05, eta: 1:23:40, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7664, top5_acc: 0.9094, loss_cls: 0.9388, loss: 0.9388, grad_norm: 6.8266 2021-02-08 11:13:02,290 - mmaction - INFO - Epoch [98][2800/3757] lr: 1.000e-05, eta: 1:23:19, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7445, top5_acc: 0.8969, loss_cls: 1.0238, loss: 1.0238, grad_norm: 7.0242 2021-02-08 11:13:11,587 - mmaction - INFO - Epoch [98][2820/3757] lr: 1.000e-05, eta: 1:23:00, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.7414, top5_acc: 0.9062, loss_cls: 1.0008, loss: 1.0008, grad_norm: 7.0429 2021-02-08 11:13:21,181 - mmaction - INFO - Epoch [98][2840/3757] lr: 1.000e-05, eta: 1:22:42, time: 0.479, data_time: 0.001, memory: 7140, top1_acc: 0.7336, top5_acc: 0.8914, loss_cls: 1.0922, loss: 1.0922, grad_norm: 7.2662 2021-02-08 11:13:30,286 - mmaction - INFO - Epoch [98][2860/3757] lr: 1.000e-05, eta: 1:22:22, time: 0.456, data_time: 0.001, memory: 7140, top1_acc: 0.7453, top5_acc: 0.9094, loss_cls: 0.9824, loss: 0.9824, grad_norm: 7.0227 2021-02-08 11:13:39,440 - mmaction - INFO - Epoch [98][2880/3757] lr: 1.000e-05, eta: 1:22:03, time: 0.457, data_time: 0.001, memory: 7140, top1_acc: 0.7398, top5_acc: 0.8922, loss_cls: 1.0364, loss: 1.0364, grad_norm: 7.2302 2021-02-08 11:13:48,570 - mmaction - INFO - Epoch [98][2900/3757] lr: 1.000e-05, eta: 1:21:44, time: 0.457, data_time: 0.001, memory: 7140, top1_acc: 0.7648, top5_acc: 0.9008, loss_cls: 1.0029, loss: 1.0029, grad_norm: 6.7802 2021-02-08 11:13:57,734 - mmaction - INFO - Epoch [98][2920/3757] lr: 1.000e-05, eta: 1:21:25, time: 0.458, data_time: 0.001, memory: 7140, top1_acc: 0.7391, top5_acc: 0.9055, loss_cls: 1.0097, loss: 1.0097, grad_norm: 7.1740 2021-02-08 11:14:07,070 - mmaction - INFO - Epoch [98][2940/3757] lr: 1.000e-05, eta: 1:21:06, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.7320, top5_acc: 0.8953, loss_cls: 1.0628, loss: 1.0628, grad_norm: 7.0466 2021-02-08 11:14:16,223 - mmaction - INFO - Epoch [98][2960/3757] lr: 1.000e-05, eta: 1:20:47, time: 0.457, data_time: 0.001, memory: 7140, top1_acc: 0.7227, top5_acc: 0.8891, loss_cls: 1.1303, loss: 1.1303, grad_norm: 7.1094 2021-02-08 11:14:25,531 - mmaction - INFO - Epoch [98][2980/3757] lr: 1.000e-05, eta: 1:20:29, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.7508, top5_acc: 0.8898, loss_cls: 1.0409, loss: 1.0409, grad_norm: 7.1596 2021-02-08 11:14:34,784 - mmaction - INFO - Epoch [98][3000/3757] lr: 1.000e-05, eta: 1:20:11, time: 0.463, data_time: 0.001, memory: 7140, top1_acc: 0.7336, top5_acc: 0.8789, loss_cls: 1.1042, loss: 1.1042, grad_norm: 7.0470 2021-02-08 11:14:44,130 - mmaction - INFO - Epoch [98][3020/3757] lr: 1.000e-05, eta: 1:19:53, time: 0.467, data_time: 0.001, memory: 7140, top1_acc: 0.7453, top5_acc: 0.8969, loss_cls: 1.0232, loss: 1.0232, grad_norm: 7.0238 2021-02-08 11:14:53,683 - mmaction - INFO - Epoch [98][3040/3757] lr: 1.000e-05, eta: 1:19:36, time: 0.478, data_time: 0.002, memory: 7140, top1_acc: 0.7438, top5_acc: 0.9047, loss_cls: 0.9968, loss: 0.9968, grad_norm: 6.8984 2021-02-08 11:15:03,607 - mmaction - INFO - Epoch [98][3060/3757] lr: 1.000e-05, eta: 1:19:20, time: 0.496, data_time: 0.002, memory: 7140, top1_acc: 0.7406, top5_acc: 0.9000, loss_cls: 1.0690, loss: 1.0690, grad_norm: 7.3525 2021-02-08 11:15:14,314 - mmaction - INFO - Epoch [98][3080/3757] lr: 1.000e-05, eta: 1:19:06, time: 0.537, data_time: 0.002, memory: 7140, top1_acc: 0.7398, top5_acc: 0.8883, loss_cls: 1.0690, loss: 1.0690, grad_norm: 7.0877 2021-02-08 11:15:25,410 - mmaction - INFO - Epoch [98][3100/3757] lr: 1.000e-05, eta: 1:18:53, time: 0.553, data_time: 0.001, memory: 7140, top1_acc: 0.7438, top5_acc: 0.8945, loss_cls: 1.1003, loss: 1.1003, grad_norm: 7.0608 2021-02-08 11:15:39,615 - mmaction - INFO - Epoch [98][3120/3757] lr: 1.000e-05, eta: 1:18:48, time: 0.708, data_time: 0.003, memory: 7140, top1_acc: 0.7352, top5_acc: 0.8992, loss_cls: 1.0464, loss: 1.0464, grad_norm: 7.0259 2021-02-08 11:16:00,189 - mmaction - INFO - Epoch [98][3140/3757] lr: 1.000e-05, eta: 1:18:58, time: 1.003, data_time: 0.006, memory: 7140, top1_acc: 0.7367, top5_acc: 0.8930, loss_cls: 1.0493, loss: 1.0493, grad_norm: 7.1153 2021-02-08 11:16:24,874 - mmaction - INFO - Epoch [98][3160/3757] lr: 1.000e-05, eta: 1:19:21, time: 1.263, data_time: 0.032, memory: 7140, top1_acc: 0.7516, top5_acc: 0.9133, loss_cls: 0.9596, loss: 0.9596, grad_norm: 6.7119 2021-02-08 11:16:54,559 - mmaction - INFO - Epoch [98][3180/3757] lr: 1.000e-05, eta: 1:19:54, time: 1.462, data_time: 0.010, memory: 7140, top1_acc: 0.7312, top5_acc: 0.9102, loss_cls: 1.0476, loss: 1.0476, grad_norm: 6.9270 2021-02-08 11:17:30,734 - mmaction - INFO - Epoch [98][3200/3757] lr: 1.000e-05, eta: 1:20:45, time: 1.827, data_time: 0.029, memory: 7140, top1_acc: 0.7344, top5_acc: 0.8898, loss_cls: 1.0834, loss: 1.0834, grad_norm: 7.0119 2021-02-08 11:18:04,990 - mmaction - INFO - Epoch [98][3220/3757] lr: 1.000e-05, eta: 1:21:28, time: 1.707, data_time: 0.011, memory: 7140, top1_acc: 0.7516, top5_acc: 0.9008, loss_cls: 1.0272, loss: 1.0272, grad_norm: 6.9234 2021-02-08 11:18:35,418 - mmaction - INFO - Epoch [98][3240/3757] lr: 1.000e-05, eta: 1:22:01, time: 1.527, data_time: 0.016, memory: 7140, top1_acc: 0.7484, top5_acc: 0.9039, loss_cls: 1.0214, loss: 1.0214, grad_norm: 6.9881 2021-02-08 11:19:09,985 - mmaction - INFO - Epoch [98][3260/3757] lr: 1.000e-05, eta: 1:22:44, time: 1.726, data_time: 0.014, memory: 7140, top1_acc: 0.7422, top5_acc: 0.9016, loss_cls: 1.0024, loss: 1.0024, grad_norm: 6.9202 2021-02-08 11:19:42,383 - mmaction - INFO - Epoch [98][3280/3757] lr: 1.000e-05, eta: 1:23:20, time: 1.610, data_time: 0.017, memory: 7140, top1_acc: 0.7367, top5_acc: 0.8906, loss_cls: 1.0838, loss: 1.0838, grad_norm: 7.1113 2021-02-08 11:20:18,722 - mmaction - INFO - Epoch [98][3300/3757] lr: 1.000e-05, eta: 1:24:05, time: 1.815, data_time: 0.020, memory: 7140, top1_acc: 0.7391, top5_acc: 0.9039, loss_cls: 1.0052, loss: 1.0052, grad_norm: 6.8968 2021-02-08 11:20:57,434 - mmaction - INFO - Epoch [98][3320/3757] lr: 1.000e-05, eta: 1:24:54, time: 1.931, data_time: 0.028, memory: 7140, top1_acc: 0.7461, top5_acc: 0.9055, loss_cls: 1.0035, loss: 1.0035, grad_norm: 6.7765 2021-02-08 11:21:30,012 - mmaction - INFO - Epoch [98][3340/3757] lr: 1.000e-05, eta: 1:25:29, time: 1.643, data_time: 0.037, memory: 7140, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1380, loss: 1.1380, grad_norm: 7.2358 2021-02-08 11:22:04,268 - mmaction - INFO - Epoch [98][3360/3757] lr: 1.000e-05, eta: 1:26:06, time: 1.719, data_time: 0.035, memory: 7140, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1101, loss: 1.1101, grad_norm: 7.1383 2021-02-08 11:22:14,038 - mmaction - INFO - Epoch [98][3380/3757] lr: 1.000e-05, eta: 1:25:46, time: 0.492, data_time: 0.033, memory: 7140, top1_acc: 0.7266, top5_acc: 0.8977, loss_cls: 1.1147, loss: 1.1147, grad_norm: 7.2789 2021-02-08 11:22:22,927 - mmaction - INFO - Epoch [98][3400/3757] lr: 1.000e-05, eta: 1:25:23, time: 0.445, data_time: 0.001, memory: 7140, top1_acc: 0.7305, top5_acc: 0.8945, loss_cls: 1.1000, loss: 1.1000, grad_norm: 7.1170 2021-02-08 11:22:31,843 - mmaction - INFO - Epoch [98][3420/3757] lr: 1.000e-05, eta: 1:25:01, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7562, top5_acc: 0.8930, loss_cls: 1.0082, loss: 1.0082, grad_norm: 6.9185 2021-02-08 11:22:40,713 - mmaction - INFO - Epoch [98][3440/3757] lr: 1.000e-05, eta: 1:24:38, time: 0.443, data_time: 0.000, memory: 7140, top1_acc: 0.7430, top5_acc: 0.8984, loss_cls: 1.0358, loss: 1.0358, grad_norm: 6.9639 2021-02-08 11:22:49,582 - mmaction - INFO - Epoch [98][3460/3757] lr: 1.000e-05, eta: 1:24:16, time: 0.444, data_time: 0.001, memory: 7140, top1_acc: 0.7461, top5_acc: 0.9062, loss_cls: 0.9983, loss: 0.9983, grad_norm: 6.8111 2021-02-08 11:22:58,438 - mmaction - INFO - Epoch [98][3480/3757] lr: 1.000e-05, eta: 1:23:54, time: 0.442, data_time: 0.000, memory: 7140, top1_acc: 0.7578, top5_acc: 0.8961, loss_cls: 1.0049, loss: 1.0049, grad_norm: 6.8329 2021-02-08 11:23:07,339 - mmaction - INFO - Epoch [98][3500/3757] lr: 1.000e-05, eta: 1:23:32, time: 0.445, data_time: 0.001, memory: 7140, top1_acc: 0.7680, top5_acc: 0.9102, loss_cls: 0.9896, loss: 0.9896, grad_norm: 6.8655 2021-02-08 11:23:16,244 - mmaction - INFO - Epoch [98][3520/3757] lr: 1.000e-05, eta: 1:23:11, time: 0.445, data_time: 0.001, memory: 7140, top1_acc: 0.7680, top5_acc: 0.9086, loss_cls: 0.9718, loss: 0.9718, grad_norm: 6.6774 2021-02-08 11:23:25,161 - mmaction - INFO - Epoch [98][3540/3757] lr: 1.000e-05, eta: 1:22:49, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7414, top5_acc: 0.8977, loss_cls: 1.0138, loss: 1.0138, grad_norm: 6.7062 2021-02-08 11:23:34,052 - mmaction - INFO - Epoch [98][3560/3757] lr: 1.000e-05, eta: 1:22:28, time: 0.445, data_time: 0.001, memory: 7140, top1_acc: 0.7531, top5_acc: 0.9000, loss_cls: 0.9824, loss: 0.9824, grad_norm: 6.7235 2021-02-08 11:23:42,945 - mmaction - INFO - Epoch [98][3580/3757] lr: 1.000e-05, eta: 1:22:06, time: 0.444, data_time: 0.000, memory: 7140, top1_acc: 0.7562, top5_acc: 0.8961, loss_cls: 1.0343, loss: 1.0343, grad_norm: 6.7528 2021-02-08 11:23:51,838 - mmaction - INFO - Epoch [98][3600/3757] lr: 1.000e-05, eta: 1:21:45, time: 0.444, data_time: 0.001, memory: 7140, top1_acc: 0.7398, top5_acc: 0.8922, loss_cls: 1.0345, loss: 1.0345, grad_norm: 7.0927 2021-02-08 11:24:00,734 - mmaction - INFO - Epoch [98][3620/3757] lr: 1.000e-05, eta: 1:21:24, time: 0.445, data_time: 0.001, memory: 7140, top1_acc: 0.7633, top5_acc: 0.9070, loss_cls: 0.9763, loss: 0.9763, grad_norm: 6.6512 2021-02-08 11:24:09,638 - mmaction - INFO - Epoch [98][3640/3757] lr: 1.000e-05, eta: 1:21:03, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7484, top5_acc: 0.8891, loss_cls: 1.0781, loss: 1.0781, grad_norm: 6.8524 2021-02-08 11:24:18,575 - mmaction - INFO - Epoch [98][3660/3757] lr: 1.000e-05, eta: 1:20:42, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7492, top5_acc: 0.9109, loss_cls: 0.9678, loss: 0.9678, grad_norm: 6.8714 2021-02-08 11:24:27,483 - mmaction - INFO - Epoch [98][3680/3757] lr: 1.000e-05, eta: 1:20:22, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7547, top5_acc: 0.9078, loss_cls: 0.9723, loss: 0.9723, grad_norm: 6.8560 2021-02-08 11:24:36,400 - mmaction - INFO - Epoch [98][3700/3757] lr: 1.000e-05, eta: 1:20:01, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7523, top5_acc: 0.8891, loss_cls: 1.0451, loss: 1.0451, grad_norm: 7.0173 2021-02-08 11:24:45,307 - mmaction - INFO - Epoch [98][3720/3757] lr: 1.000e-05, eta: 1:19:41, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7359, top5_acc: 0.8836, loss_cls: 1.0772, loss: 1.0772, grad_norm: 7.0432 2021-02-08 11:24:54,172 - mmaction - INFO - Epoch [98][3740/3757] lr: 1.000e-05, eta: 1:19:21, time: 0.443, data_time: 0.000, memory: 7140, top1_acc: 0.7438, top5_acc: 0.8977, loss_cls: 1.0228, loss: 1.0228, grad_norm: 6.8448 2021-02-08 11:25:02,321 - mmaction - INFO - Saving checkpoint at 98 epochs 2021-02-08 11:25:26,672 - mmaction - INFO - Epoch [99][20/3757] lr: 1.000e-05, eta: 1:18:58, time: 1.194, data_time: 0.677, memory: 7140, top1_acc: 0.7531, top5_acc: 0.9031, loss_cls: 1.0417, loss: 1.0417, grad_norm: 7.2071 2021-02-08 11:25:35,539 - mmaction - INFO - Epoch [99][40/3757] lr: 1.000e-05, eta: 1:18:38, time: 0.444, data_time: 0.002, memory: 7140, top1_acc: 0.7625, top5_acc: 0.9172, loss_cls: 0.9658, loss: 0.9658, grad_norm: 6.8409 2021-02-08 11:25:44,404 - mmaction - INFO - Epoch [99][60/3757] lr: 1.000e-05, eta: 1:18:18, time: 0.443, data_time: 0.000, memory: 7140, top1_acc: 0.7523, top5_acc: 0.8969, loss_cls: 1.0459, loss: 1.0459, grad_norm: 6.8259 2021-02-08 11:25:53,300 - mmaction - INFO - Epoch [99][80/3757] lr: 1.000e-05, eta: 1:17:59, time: 0.445, data_time: 0.001, memory: 7140, top1_acc: 0.7352, top5_acc: 0.9078, loss_cls: 1.0492, loss: 1.0492, grad_norm: 7.0027 2021-02-08 11:26:02,193 - mmaction - INFO - Epoch [99][100/3757] lr: 1.000e-05, eta: 1:17:39, time: 0.445, data_time: 0.001, memory: 7140, top1_acc: 0.7406, top5_acc: 0.8867, loss_cls: 1.0650, loss: 1.0650, grad_norm: 7.0941 2021-02-08 11:26:11,135 - mmaction - INFO - Epoch [99][120/3757] lr: 1.000e-05, eta: 1:17:19, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7164, top5_acc: 0.8812, loss_cls: 1.1105, loss: 1.1105, grad_norm: 7.0427 2021-02-08 11:26:20,074 - mmaction - INFO - Epoch [99][140/3757] lr: 1.000e-05, eta: 1:17:00, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7422, top5_acc: 0.8953, loss_cls: 1.0715, loss: 1.0715, grad_norm: 7.3012 2021-02-08 11:26:29,042 - mmaction - INFO - Epoch [99][160/3757] lr: 1.000e-05, eta: 1:16:41, time: 0.448, data_time: 0.002, memory: 7140, top1_acc: 0.7344, top5_acc: 0.8930, loss_cls: 1.0448, loss: 1.0448, grad_norm: 6.9954 2021-02-08 11:26:38,046 - mmaction - INFO - Epoch [99][180/3757] lr: 1.000e-05, eta: 1:16:22, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7258, top5_acc: 0.8984, loss_cls: 1.0886, loss: 1.0886, grad_norm: 7.0304 2021-02-08 11:26:47,026 - mmaction - INFO - Epoch [99][200/3757] lr: 1.000e-05, eta: 1:16:03, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7328, top5_acc: 0.9039, loss_cls: 1.0285, loss: 1.0285, grad_norm: 6.9412 2021-02-08 11:26:55,995 - mmaction - INFO - Epoch [99][220/3757] lr: 1.000e-05, eta: 1:15:44, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7461, top5_acc: 0.9008, loss_cls: 1.0171, loss: 1.0171, grad_norm: 6.9430 2021-02-08 11:27:04,962 - mmaction - INFO - Epoch [99][240/3757] lr: 1.000e-05, eta: 1:15:25, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7414, top5_acc: 0.9000, loss_cls: 1.0110, loss: 1.0110, grad_norm: 7.0417 2021-02-08 11:27:13,929 - mmaction - INFO - Epoch [99][260/3757] lr: 1.000e-05, eta: 1:15:06, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7438, top5_acc: 0.8922, loss_cls: 1.0611, loss: 1.0611, grad_norm: 7.0928 2021-02-08 11:27:22,880 - mmaction - INFO - Epoch [99][280/3757] lr: 1.000e-05, eta: 1:14:48, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7312, top5_acc: 0.8930, loss_cls: 1.0482, loss: 1.0482, grad_norm: 6.9847 2021-02-08 11:27:31,835 - mmaction - INFO - Epoch [99][300/3757] lr: 1.000e-05, eta: 1:14:29, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7648, top5_acc: 0.8977, loss_cls: 1.0108, loss: 1.0108, grad_norm: 6.6681 2021-02-08 11:27:40,858 - mmaction - INFO - Epoch [99][320/3757] lr: 1.000e-05, eta: 1:14:11, time: 0.451, data_time: 0.000, memory: 7140, top1_acc: 0.7516, top5_acc: 0.9094, loss_cls: 0.9919, loss: 0.9919, grad_norm: 6.8504 2021-02-08 11:27:49,777 - mmaction - INFO - Epoch [99][340/3757] lr: 1.000e-05, eta: 1:13:52, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7500, top5_acc: 0.9016, loss_cls: 1.0051, loss: 1.0051, grad_norm: 6.7829 2021-02-08 11:27:58,733 - mmaction - INFO - Epoch [99][360/3757] lr: 1.000e-05, eta: 1:13:34, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7469, top5_acc: 0.8898, loss_cls: 1.0826, loss: 1.0826, grad_norm: 7.1736 2021-02-08 11:28:07,659 - mmaction - INFO - Epoch [99][380/3757] lr: 1.000e-05, eta: 1:13:16, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7484, top5_acc: 0.8984, loss_cls: 1.0169, loss: 1.0169, grad_norm: 6.8771 2021-02-08 11:28:16,674 - mmaction - INFO - Epoch [99][400/3757] lr: 1.000e-05, eta: 1:12:58, time: 0.451, data_time: 0.000, memory: 7140, top1_acc: 0.7398, top5_acc: 0.8875, loss_cls: 1.0783, loss: 1.0783, grad_norm: 7.0765 2021-02-08 11:28:25,619 - mmaction - INFO - Epoch [99][420/3757] lr: 1.000e-05, eta: 1:12:40, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.1000, loss: 1.1000, grad_norm: 7.0954 2021-02-08 11:28:34,627 - mmaction - INFO - Epoch [99][440/3757] lr: 1.000e-05, eta: 1:12:22, time: 0.450, data_time: 0.000, memory: 7140, top1_acc: 0.7492, top5_acc: 0.9039, loss_cls: 0.9882, loss: 0.9882, grad_norm: 6.9992 2021-02-08 11:28:43,642 - mmaction - INFO - Epoch [99][460/3757] lr: 1.000e-05, eta: 1:12:04, time: 0.451, data_time: 0.001, memory: 7140, top1_acc: 0.7539, top5_acc: 0.9086, loss_cls: 0.9741, loss: 0.9741, grad_norm: 6.8945 2021-02-08 11:28:52,596 - mmaction - INFO - Epoch [99][480/3757] lr: 1.000e-05, eta: 1:11:46, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7195, top5_acc: 0.8969, loss_cls: 1.1111, loss: 1.1111, grad_norm: 7.5466 2021-02-08 11:29:01,555 - mmaction - INFO - Epoch [99][500/3757] lr: 1.000e-05, eta: 1:11:29, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7242, top5_acc: 0.8867, loss_cls: 1.0940, loss: 1.0940, grad_norm: 7.3231 2021-02-08 11:29:10,455 - mmaction - INFO - Epoch [99][520/3757] lr: 1.000e-05, eta: 1:11:11, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7453, top5_acc: 0.8961, loss_cls: 1.0272, loss: 1.0272, grad_norm: 7.0955 2021-02-08 11:29:19,407 - mmaction - INFO - Epoch [99][540/3757] lr: 1.000e-05, eta: 1:10:54, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7375, top5_acc: 0.9055, loss_cls: 1.0538, loss: 1.0538, grad_norm: 7.1640 2021-02-08 11:29:28,364 - mmaction - INFO - Epoch [99][560/3757] lr: 1.000e-05, eta: 1:10:36, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7484, top5_acc: 0.8898, loss_cls: 1.0405, loss: 1.0405, grad_norm: 6.9968 2021-02-08 11:29:37,377 - mmaction - INFO - Epoch [99][580/3757] lr: 1.000e-05, eta: 1:10:19, time: 0.450, data_time: 0.000, memory: 7140, top1_acc: 0.7539, top5_acc: 0.9023, loss_cls: 1.0090, loss: 1.0090, grad_norm: 6.9424 2021-02-08 11:29:46,306 - mmaction - INFO - Epoch [99][600/3757] lr: 1.000e-05, eta: 1:10:02, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7711, top5_acc: 0.9211, loss_cls: 0.8909, loss: 0.8909, grad_norm: 6.6994 2021-02-08 11:29:55,239 - mmaction - INFO - Epoch [99][620/3757] lr: 1.000e-05, eta: 1:09:44, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7258, top5_acc: 0.8852, loss_cls: 1.0995, loss: 1.0995, grad_norm: 7.1734 2021-02-08 11:30:04,224 - mmaction - INFO - Epoch [99][640/3757] lr: 1.000e-05, eta: 1:09:27, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7445, top5_acc: 0.8844, loss_cls: 1.0800, loss: 1.0800, grad_norm: 6.7716 2021-02-08 11:30:13,219 - mmaction - INFO - Epoch [99][660/3757] lr: 1.000e-05, eta: 1:09:10, time: 0.450, data_time: 0.000, memory: 7140, top1_acc: 0.7406, top5_acc: 0.8953, loss_cls: 1.0698, loss: 1.0698, grad_norm: 6.9140 2021-02-08 11:30:22,136 - mmaction - INFO - Epoch [99][680/3757] lr: 1.000e-05, eta: 1:08:53, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7453, top5_acc: 0.8961, loss_cls: 1.0204, loss: 1.0204, grad_norm: 6.8480 2021-02-08 11:30:31,058 - mmaction - INFO - Epoch [99][700/3757] lr: 1.000e-05, eta: 1:08:36, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7453, top5_acc: 0.8953, loss_cls: 1.0436, loss: 1.0436, grad_norm: 7.0294 2021-02-08 11:30:40,013 - mmaction - INFO - Epoch [99][720/3757] lr: 1.000e-05, eta: 1:08:19, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7328, top5_acc: 0.8906, loss_cls: 1.0790, loss: 1.0790, grad_norm: 7.0562 2021-02-08 11:30:48,940 - mmaction - INFO - Epoch [99][740/3757] lr: 1.000e-05, eta: 1:08:03, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0212, loss: 1.0212, grad_norm: 6.9224 2021-02-08 11:30:57,924 - mmaction - INFO - Epoch [99][760/3757] lr: 1.000e-05, eta: 1:07:46, time: 0.449, data_time: 0.000, memory: 7140, top1_acc: 0.7539, top5_acc: 0.9016, loss_cls: 1.0161, loss: 1.0161, grad_norm: 7.0104 2021-02-08 11:31:06,902 - mmaction - INFO - Epoch [99][780/3757] lr: 1.000e-05, eta: 1:07:29, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7305, top5_acc: 0.8906, loss_cls: 1.0702, loss: 1.0702, grad_norm: 7.0426 2021-02-08 11:31:15,852 - mmaction - INFO - Epoch [99][800/3757] lr: 1.000e-05, eta: 1:07:13, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7336, top5_acc: 0.8930, loss_cls: 1.0775, loss: 1.0775, grad_norm: 7.2301 2021-02-08 11:31:24,777 - mmaction - INFO - Epoch [99][820/3757] lr: 1.000e-05, eta: 1:06:56, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7570, top5_acc: 0.8938, loss_cls: 1.0298, loss: 1.0298, grad_norm: 7.0861 2021-02-08 11:31:33,748 - mmaction - INFO - Epoch [99][840/3757] lr: 1.000e-05, eta: 1:06:40, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7570, top5_acc: 0.8992, loss_cls: 1.0175, loss: 1.0175, grad_norm: 6.7187 2021-02-08 11:31:42,702 - mmaction - INFO - Epoch [99][860/3757] lr: 1.000e-05, eta: 1:06:24, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7406, top5_acc: 0.9031, loss_cls: 1.0158, loss: 1.0158, grad_norm: 7.0629 2021-02-08 11:31:51,624 - mmaction - INFO - Epoch [99][880/3757] lr: 1.000e-05, eta: 1:06:07, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7461, top5_acc: 0.9023, loss_cls: 1.0153, loss: 1.0153, grad_norm: 6.8405 2021-02-08 11:32:00,580 - mmaction - INFO - Epoch [99][900/3757] lr: 1.000e-05, eta: 1:05:51, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7391, top5_acc: 0.9008, loss_cls: 1.0563, loss: 1.0563, grad_norm: 7.2760 2021-02-08 11:32:09,500 - mmaction - INFO - Epoch [99][920/3757] lr: 1.000e-05, eta: 1:05:35, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7297, top5_acc: 0.8914, loss_cls: 1.1155, loss: 1.1155, grad_norm: 7.0874 2021-02-08 11:32:18,403 - mmaction - INFO - Epoch [99][940/3757] lr: 1.000e-05, eta: 1:05:19, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7461, top5_acc: 0.8906, loss_cls: 1.0634, loss: 1.0634, grad_norm: 6.8113 2021-02-08 11:32:27,324 - mmaction - INFO - Epoch [99][960/3757] lr: 1.000e-05, eta: 1:05:03, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7539, top5_acc: 0.8977, loss_cls: 1.0529, loss: 1.0529, grad_norm: 7.1149 2021-02-08 11:32:36,322 - mmaction - INFO - Epoch [99][980/3757] lr: 1.000e-05, eta: 1:04:47, time: 0.450, data_time: 0.000, memory: 7140, top1_acc: 0.7656, top5_acc: 0.9062, loss_cls: 0.9664, loss: 0.9664, grad_norm: 6.8435 2021-02-08 11:32:45,233 - mmaction - INFO - Epoch [99][1000/3757] lr: 1.000e-05, eta: 1:04:31, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7297, top5_acc: 0.9000, loss_cls: 1.0617, loss: 1.0617, grad_norm: 7.0701 2021-02-08 11:32:54,215 - mmaction - INFO - Epoch [99][1020/3757] lr: 1.000e-05, eta: 1:04:15, time: 0.449, data_time: 0.000, memory: 7140, top1_acc: 0.7312, top5_acc: 0.8977, loss_cls: 1.0722, loss: 1.0722, grad_norm: 7.1446 2021-02-08 11:33:03,138 - mmaction - INFO - Epoch [99][1040/3757] lr: 1.000e-05, eta: 1:03:59, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7375, top5_acc: 0.8961, loss_cls: 1.0708, loss: 1.0708, grad_norm: 7.3794 2021-02-08 11:33:12,105 - mmaction - INFO - Epoch [99][1060/3757] lr: 1.000e-05, eta: 1:03:43, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7383, top5_acc: 0.8922, loss_cls: 1.0501, loss: 1.0501, grad_norm: 7.0008 2021-02-08 11:33:21,060 - mmaction - INFO - Epoch [99][1080/3757] lr: 1.000e-05, eta: 1:03:27, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7430, top5_acc: 0.8898, loss_cls: 1.0732, loss: 1.0732, grad_norm: 6.9337 2021-02-08 11:33:30,021 - mmaction - INFO - Epoch [99][1100/3757] lr: 1.000e-05, eta: 1:03:12, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7492, top5_acc: 0.9125, loss_cls: 0.9755, loss: 0.9755, grad_norm: 6.8901 2021-02-08 11:33:38,981 - mmaction - INFO - Epoch [99][1120/3757] lr: 1.000e-05, eta: 1:02:56, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7453, top5_acc: 0.9062, loss_cls: 1.0430, loss: 1.0430, grad_norm: 6.8533 2021-02-08 11:33:47,991 - mmaction - INFO - Epoch [99][1140/3757] lr: 1.000e-05, eta: 1:02:41, time: 0.451, data_time: 0.001, memory: 7140, top1_acc: 0.7359, top5_acc: 0.9008, loss_cls: 1.0202, loss: 1.0202, grad_norm: 7.1545 2021-02-08 11:33:56,953 - mmaction - INFO - Epoch [99][1160/3757] lr: 1.000e-05, eta: 1:02:25, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7469, top5_acc: 0.9047, loss_cls: 1.0439, loss: 1.0439, grad_norm: 6.8887 2021-02-08 11:34:05,980 - mmaction - INFO - Epoch [99][1180/3757] lr: 1.000e-05, eta: 1:02:10, time: 0.452, data_time: 0.001, memory: 7140, top1_acc: 0.7477, top5_acc: 0.9125, loss_cls: 0.9872, loss: 0.9872, grad_norm: 6.9236 2021-02-08 11:34:14,941 - mmaction - INFO - Epoch [99][1200/3757] lr: 1.000e-05, eta: 1:01:55, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7562, top5_acc: 0.8984, loss_cls: 1.0105, loss: 1.0105, grad_norm: 6.9270 2021-02-08 11:34:23,934 - mmaction - INFO - Epoch [99][1220/3757] lr: 1.000e-05, eta: 1:01:39, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7508, top5_acc: 0.9016, loss_cls: 1.0096, loss: 1.0096, grad_norm: 6.9904 2021-02-08 11:34:32,920 - mmaction - INFO - Epoch [99][1240/3757] lr: 1.000e-05, eta: 1:01:24, time: 0.449, data_time: 0.000, memory: 7140, top1_acc: 0.7352, top5_acc: 0.8969, loss_cls: 1.0333, loss: 1.0333, grad_norm: 6.8835 2021-02-08 11:34:41,868 - mmaction - INFO - Epoch [99][1260/3757] lr: 1.000e-05, eta: 1:01:09, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7273, top5_acc: 0.8938, loss_cls: 1.0859, loss: 1.0859, grad_norm: 7.2100 2021-02-08 11:34:50,843 - mmaction - INFO - Epoch [99][1280/3757] lr: 1.000e-05, eta: 1:00:54, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7484, top5_acc: 0.8992, loss_cls: 0.9999, loss: 0.9999, grad_norm: 6.9292 2021-02-08 11:34:59,810 - mmaction - INFO - Epoch [99][1300/3757] lr: 1.000e-05, eta: 1:00:39, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7578, top5_acc: 0.9078, loss_cls: 1.0114, loss: 1.0114, grad_norm: 6.8355 2021-02-08 11:35:08,765 - mmaction - INFO - Epoch [99][1320/3757] lr: 1.000e-05, eta: 1:00:24, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7453, top5_acc: 0.9023, loss_cls: 1.0127, loss: 1.0127, grad_norm: 6.8648 2021-02-08 11:35:17,756 - mmaction - INFO - Epoch [99][1340/3757] lr: 1.000e-05, eta: 1:00:09, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7539, top5_acc: 0.8984, loss_cls: 1.0257, loss: 1.0257, grad_norm: 7.0188 2021-02-08 11:35:26,716 - mmaction - INFO - Epoch [99][1360/3757] lr: 1.000e-05, eta: 0:59:54, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7320, top5_acc: 0.8992, loss_cls: 1.0817, loss: 1.0817, grad_norm: 7.3496 2021-02-08 11:35:35,682 - mmaction - INFO - Epoch [99][1380/3757] lr: 1.000e-05, eta: 0:59:39, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 0.9862, loss: 0.9862, grad_norm: 6.8083 2021-02-08 11:35:44,680 - mmaction - INFO - Epoch [99][1400/3757] lr: 1.000e-05, eta: 0:59:24, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7375, top5_acc: 0.9008, loss_cls: 1.0359, loss: 1.0359, grad_norm: 6.9581 2021-02-08 11:35:53,640 - mmaction - INFO - Epoch [99][1420/3757] lr: 1.000e-05, eta: 0:59:09, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7320, top5_acc: 0.8945, loss_cls: 1.0787, loss: 1.0787, grad_norm: 7.1876 2021-02-08 11:36:02,591 - mmaction - INFO - Epoch [99][1440/3757] lr: 1.000e-05, eta: 0:58:54, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7445, top5_acc: 0.9031, loss_cls: 1.0110, loss: 1.0110, grad_norm: 7.0325 2021-02-08 11:36:11,702 - mmaction - INFO - Epoch [99][1460/3757] lr: 1.000e-05, eta: 0:58:40, time: 0.456, data_time: 0.001, memory: 7140, top1_acc: 0.7219, top5_acc: 0.9039, loss_cls: 1.0570, loss: 1.0570, grad_norm: 6.8264 2021-02-08 11:36:20,630 - mmaction - INFO - Epoch [99][1480/3757] lr: 1.000e-05, eta: 0:58:25, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7391, top5_acc: 0.9164, loss_cls: 1.0161, loss: 1.0161, grad_norm: 7.0908 2021-02-08 11:36:29,642 - mmaction - INFO - Epoch [99][1500/3757] lr: 1.000e-05, eta: 0:58:10, time: 0.451, data_time: 0.000, memory: 7140, top1_acc: 0.7672, top5_acc: 0.9172, loss_cls: 0.9279, loss: 0.9279, grad_norm: 6.7371 2021-02-08 11:36:38,608 - mmaction - INFO - Epoch [99][1520/3757] lr: 1.000e-05, eta: 0:57:56, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7469, top5_acc: 0.8977, loss_cls: 1.0317, loss: 1.0317, grad_norm: 6.8091 2021-02-08 11:36:47,567 - mmaction - INFO - Epoch [99][1540/3757] lr: 1.000e-05, eta: 0:57:41, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7578, top5_acc: 0.8906, loss_cls: 1.0329, loss: 1.0329, grad_norm: 6.7430 2021-02-08 11:36:56,542 - mmaction - INFO - Epoch [99][1560/3757] lr: 1.000e-05, eta: 0:57:27, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7648, top5_acc: 0.9187, loss_cls: 0.9317, loss: 0.9317, grad_norm: 6.6717 2021-02-08 11:37:05,509 - mmaction - INFO - Epoch [99][1580/3757] lr: 1.000e-05, eta: 0:57:12, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7414, top5_acc: 0.9047, loss_cls: 1.0169, loss: 1.0169, grad_norm: 6.9525 2021-02-08 11:37:14,439 - mmaction - INFO - Epoch [99][1600/3757] lr: 1.000e-05, eta: 0:56:58, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7586, top5_acc: 0.9055, loss_cls: 0.9600, loss: 0.9600, grad_norm: 6.9667 2021-02-08 11:37:23,420 - mmaction - INFO - Epoch [99][1620/3757] lr: 1.000e-05, eta: 0:56:43, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7461, top5_acc: 0.9062, loss_cls: 0.9893, loss: 0.9893, grad_norm: 6.8258 2021-02-08 11:37:32,417 - mmaction - INFO - Epoch [99][1640/3757] lr: 1.000e-05, eta: 0:56:29, time: 0.451, data_time: 0.001, memory: 7140, top1_acc: 0.7594, top5_acc: 0.9062, loss_cls: 0.9970, loss: 0.9970, grad_norm: 6.7499 2021-02-08 11:37:41,374 - mmaction - INFO - Epoch [99][1660/3757] lr: 1.000e-05, eta: 0:56:15, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7523, top5_acc: 0.8938, loss_cls: 1.0411, loss: 1.0411, grad_norm: 6.8390 2021-02-08 11:37:50,322 - mmaction - INFO - Epoch [99][1680/3757] lr: 1.000e-05, eta: 0:56:00, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7438, top5_acc: 0.8984, loss_cls: 1.0043, loss: 1.0043, grad_norm: 6.9766 2021-02-08 11:37:59,262 - mmaction - INFO - Epoch [99][1700/3757] lr: 1.000e-05, eta: 0:55:46, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7453, top5_acc: 0.9109, loss_cls: 0.9690, loss: 0.9690, grad_norm: 6.8893 2021-02-08 11:38:08,225 - mmaction - INFO - Epoch [99][1720/3757] lr: 1.000e-05, eta: 0:55:32, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7523, top5_acc: 0.8961, loss_cls: 1.0329, loss: 1.0329, grad_norm: 7.0074 2021-02-08 11:38:17,180 - mmaction - INFO - Epoch [99][1740/3757] lr: 1.000e-05, eta: 0:55:18, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7594, top5_acc: 0.9125, loss_cls: 0.9812, loss: 0.9812, grad_norm: 7.0086 2021-02-08 11:38:26,205 - mmaction - INFO - Epoch [99][1760/3757] lr: 1.000e-05, eta: 0:55:04, time: 0.451, data_time: 0.000, memory: 7140, top1_acc: 0.7344, top5_acc: 0.8977, loss_cls: 1.0365, loss: 1.0365, grad_norm: 7.0808 2021-02-08 11:38:35,163 - mmaction - INFO - Epoch [99][1780/3757] lr: 1.000e-05, eta: 0:54:49, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7438, top5_acc: 0.9117, loss_cls: 0.9928, loss: 0.9928, grad_norm: 6.7198 2021-02-08 11:38:44,196 - mmaction - INFO - Epoch [99][1800/3757] lr: 1.000e-05, eta: 0:54:35, time: 0.452, data_time: 0.001, memory: 7140, top1_acc: 0.7383, top5_acc: 0.9000, loss_cls: 1.0305, loss: 1.0305, grad_norm: 7.0904 2021-02-08 11:38:53,203 - mmaction - INFO - Epoch [99][1820/3757] lr: 1.000e-05, eta: 0:54:21, time: 0.451, data_time: 0.001, memory: 7140, top1_acc: 0.7547, top5_acc: 0.8977, loss_cls: 1.0011, loss: 1.0011, grad_norm: 6.9908 2021-02-08 11:39:02,154 - mmaction - INFO - Epoch [99][1840/3757] lr: 1.000e-05, eta: 0:54:07, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1447, loss: 1.1447, grad_norm: 7.3839 2021-02-08 11:39:11,113 - mmaction - INFO - Epoch [99][1860/3757] lr: 1.000e-05, eta: 0:53:53, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7602, top5_acc: 0.9062, loss_cls: 0.9971, loss: 0.9971, grad_norm: 7.0572 2021-02-08 11:39:20,069 - mmaction - INFO - Epoch [99][1880/3757] lr: 1.000e-05, eta: 0:53:40, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7516, top5_acc: 0.9109, loss_cls: 0.9790, loss: 0.9790, grad_norm: 6.7937 2021-02-08 11:39:28,965 - mmaction - INFO - Epoch [99][1900/3757] lr: 1.000e-05, eta: 0:53:26, time: 0.445, data_time: 0.001, memory: 7140, top1_acc: 0.7141, top5_acc: 0.8883, loss_cls: 1.1076, loss: 1.1076, grad_norm: 7.1695 2021-02-08 11:39:37,938 - mmaction - INFO - Epoch [99][1920/3757] lr: 1.000e-05, eta: 0:53:12, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7531, top5_acc: 0.8969, loss_cls: 1.0279, loss: 1.0279, grad_norm: 6.8871 2021-02-08 11:39:46,937 - mmaction - INFO - Epoch [99][1940/3757] lr: 1.000e-05, eta: 0:52:58, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7445, top5_acc: 0.8945, loss_cls: 1.0105, loss: 1.0105, grad_norm: 7.0936 2021-02-08 11:39:55,951 - mmaction - INFO - Epoch [99][1960/3757] lr: 1.000e-05, eta: 0:52:44, time: 0.451, data_time: 0.001, memory: 7140, top1_acc: 0.7344, top5_acc: 0.8938, loss_cls: 1.0663, loss: 1.0663, grad_norm: 7.1037 2021-02-08 11:40:04,913 - mmaction - INFO - Epoch [99][1980/3757] lr: 1.000e-05, eta: 0:52:31, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7781, top5_acc: 0.9062, loss_cls: 0.9645, loss: 0.9645, grad_norm: 6.8227 2021-02-08 11:40:13,842 - mmaction - INFO - Epoch [99][2000/3757] lr: 1.000e-05, eta: 0:52:17, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7391, top5_acc: 0.9031, loss_cls: 1.0246, loss: 1.0246, grad_norm: 7.0486 2021-02-08 11:40:22,757 - mmaction - INFO - Epoch [99][2020/3757] lr: 1.000e-05, eta: 0:52:03, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7398, top5_acc: 0.9016, loss_cls: 1.0619, loss: 1.0619, grad_norm: 7.3005 2021-02-08 11:40:31,745 - mmaction - INFO - Epoch [99][2040/3757] lr: 1.000e-05, eta: 0:51:49, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7422, top5_acc: 0.9055, loss_cls: 0.9942, loss: 0.9942, grad_norm: 6.8584 2021-02-08 11:40:40,687 - mmaction - INFO - Epoch [99][2060/3757] lr: 1.000e-05, eta: 0:51:36, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7445, top5_acc: 0.8898, loss_cls: 1.0284, loss: 1.0284, grad_norm: 7.0712 2021-02-08 11:40:49,654 - mmaction - INFO - Epoch [99][2080/3757] lr: 1.000e-05, eta: 0:51:22, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7539, top5_acc: 0.9039, loss_cls: 1.0018, loss: 1.0018, grad_norm: 7.1120 2021-02-08 11:40:58,606 - mmaction - INFO - Epoch [99][2100/3757] lr: 1.000e-05, eta: 0:51:09, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7398, top5_acc: 0.8969, loss_cls: 1.0301, loss: 1.0301, grad_norm: 6.9518 2021-02-08 11:41:07,572 - mmaction - INFO - Epoch [99][2120/3757] lr: 1.000e-05, eta: 0:50:55, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7312, top5_acc: 0.8844, loss_cls: 1.1170, loss: 1.1170, grad_norm: 7.0725 2021-02-08 11:41:16,574 - mmaction - INFO - Epoch [99][2140/3757] lr: 1.000e-05, eta: 0:50:42, time: 0.450, data_time: 0.000, memory: 7140, top1_acc: 0.7398, top5_acc: 0.9031, loss_cls: 0.9936, loss: 0.9936, grad_norm: 7.0106 2021-02-08 11:41:25,524 - mmaction - INFO - Epoch [99][2160/3757] lr: 1.000e-05, eta: 0:50:28, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7328, top5_acc: 0.8961, loss_cls: 1.0798, loss: 1.0798, grad_norm: 7.2991 2021-02-08 11:41:34,496 - mmaction - INFO - Epoch [99][2180/3757] lr: 1.000e-05, eta: 0:50:15, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7336, top5_acc: 0.8984, loss_cls: 1.0617, loss: 1.0617, grad_norm: 7.1800 2021-02-08 11:41:43,485 - mmaction - INFO - Epoch [99][2200/3757] lr: 1.000e-05, eta: 0:50:01, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7422, top5_acc: 0.9023, loss_cls: 1.0283, loss: 1.0283, grad_norm: 7.0617 2021-02-08 11:41:52,465 - mmaction - INFO - Epoch [99][2220/3757] lr: 1.000e-05, eta: 0:49:48, time: 0.449, data_time: 0.000, memory: 7140, top1_acc: 0.7484, top5_acc: 0.9031, loss_cls: 1.0329, loss: 1.0329, grad_norm: 6.7187 2021-02-08 11:42:01,431 - mmaction - INFO - Epoch [99][2240/3757] lr: 1.000e-05, eta: 0:49:35, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7344, top5_acc: 0.8945, loss_cls: 1.0731, loss: 1.0731, grad_norm: 7.1880 2021-02-08 11:42:10,385 - mmaction - INFO - Epoch [99][2260/3757] lr: 1.000e-05, eta: 0:49:21, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7555, top5_acc: 0.9047, loss_cls: 0.9830, loss: 0.9830, grad_norm: 7.0036 2021-02-08 11:42:19,369 - mmaction - INFO - Epoch [99][2280/3757] lr: 1.000e-05, eta: 0:49:08, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7391, top5_acc: 0.8859, loss_cls: 1.0716, loss: 1.0716, grad_norm: 6.9683 2021-02-08 11:42:28,336 - mmaction - INFO - Epoch [99][2300/3757] lr: 1.000e-05, eta: 0:48:55, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7648, top5_acc: 0.9070, loss_cls: 0.9852, loss: 0.9852, grad_norm: 7.0357 2021-02-08 11:42:37,285 - mmaction - INFO - Epoch [99][2320/3757] lr: 1.000e-05, eta: 0:48:42, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7430, top5_acc: 0.8961, loss_cls: 1.0421, loss: 1.0421, grad_norm: 6.8897 2021-02-08 11:42:46,246 - mmaction - INFO - Epoch [99][2340/3757] lr: 1.000e-05, eta: 0:48:29, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7398, top5_acc: 0.8992, loss_cls: 1.0564, loss: 1.0564, grad_norm: 6.9737 2021-02-08 11:42:55,258 - mmaction - INFO - Epoch [99][2360/3757] lr: 1.000e-05, eta: 0:48:15, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7375, top5_acc: 0.8922, loss_cls: 1.0639, loss: 1.0639, grad_norm: 7.0569 2021-02-08 11:43:04,233 - mmaction - INFO - Epoch [99][2380/3757] lr: 1.000e-05, eta: 0:48:02, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7422, top5_acc: 0.8961, loss_cls: 1.0487, loss: 1.0487, grad_norm: 7.1165 2021-02-08 11:43:13,170 - mmaction - INFO - Epoch [99][2400/3757] lr: 1.000e-05, eta: 0:47:49, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7414, top5_acc: 0.8977, loss_cls: 1.0529, loss: 1.0529, grad_norm: 7.0844 2021-02-08 11:43:22,141 - mmaction - INFO - Epoch [99][2420/3757] lr: 1.000e-05, eta: 0:47:36, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7438, top5_acc: 0.9016, loss_cls: 0.9912, loss: 0.9912, grad_norm: 6.7607 2021-02-08 11:43:31,115 - mmaction - INFO - Epoch [99][2440/3757] lr: 1.000e-05, eta: 0:47:23, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7648, top5_acc: 0.8992, loss_cls: 0.9904, loss: 0.9904, grad_norm: 6.8147 2021-02-08 11:43:40,051 - mmaction - INFO - Epoch [99][2460/3757] lr: 1.000e-05, eta: 0:47:10, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7430, top5_acc: 0.9008, loss_cls: 1.0280, loss: 1.0280, grad_norm: 6.8420 2021-02-08 11:43:48,980 - mmaction - INFO - Epoch [99][2480/3757] lr: 1.000e-05, eta: 0:46:57, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7391, top5_acc: 0.9016, loss_cls: 1.0341, loss: 1.0341, grad_norm: 6.9352 2021-02-08 11:43:57,922 - mmaction - INFO - Epoch [99][2500/3757] lr: 1.000e-05, eta: 0:46:44, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7547, top5_acc: 0.8977, loss_cls: 1.0086, loss: 1.0086, grad_norm: 6.8480 2021-02-08 11:44:06,873 - mmaction - INFO - Epoch [99][2520/3757] lr: 1.000e-05, eta: 0:46:31, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7633, top5_acc: 0.9172, loss_cls: 0.9483, loss: 0.9483, grad_norm: 6.7259 2021-02-08 11:44:15,802 - mmaction - INFO - Epoch [99][2540/3757] lr: 1.000e-05, eta: 0:46:18, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7336, top5_acc: 0.8875, loss_cls: 1.0945, loss: 1.0945, grad_norm: 6.9676 2021-02-08 11:44:24,771 - mmaction - INFO - Epoch [99][2560/3757] lr: 1.000e-05, eta: 0:46:05, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7281, top5_acc: 0.9023, loss_cls: 1.0782, loss: 1.0782, grad_norm: 7.3133 2021-02-08 11:44:33,703 - mmaction - INFO - Epoch [99][2580/3757] lr: 1.000e-05, eta: 0:45:52, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7500, top5_acc: 0.9102, loss_cls: 0.9905, loss: 0.9905, grad_norm: 6.9491 2021-02-08 11:44:42,669 - mmaction - INFO - Epoch [99][2600/3757] lr: 1.000e-05, eta: 0:45:39, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.0728, loss: 1.0728, grad_norm: 6.9394 2021-02-08 11:44:51,639 - mmaction - INFO - Epoch [99][2620/3757] lr: 1.000e-05, eta: 0:45:26, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7539, top5_acc: 0.8961, loss_cls: 1.0219, loss: 1.0219, grad_norm: 6.9185 2021-02-08 11:45:00,600 - mmaction - INFO - Epoch [99][2640/3757] lr: 1.000e-05, eta: 0:45:14, time: 0.448, data_time: 0.002, memory: 7140, top1_acc: 0.7633, top5_acc: 0.9094, loss_cls: 0.9894, loss: 0.9894, grad_norm: 6.7943 2021-02-08 11:45:09,534 - mmaction - INFO - Epoch [99][2660/3757] lr: 1.000e-05, eta: 0:45:01, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7484, top5_acc: 0.8992, loss_cls: 1.0409, loss: 1.0409, grad_norm: 6.9495 2021-02-08 11:45:18,507 - mmaction - INFO - Epoch [99][2680/3757] lr: 1.000e-05, eta: 0:44:48, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7500, top5_acc: 0.9047, loss_cls: 1.0186, loss: 1.0186, grad_norm: 6.8542 2021-02-08 11:45:27,456 - mmaction - INFO - Epoch [99][2700/3757] lr: 1.000e-05, eta: 0:44:35, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7516, top5_acc: 0.9039, loss_cls: 0.9958, loss: 0.9958, grad_norm: 6.9811 2021-02-08 11:45:36,415 - mmaction - INFO - Epoch [99][2720/3757] lr: 1.000e-05, eta: 0:44:23, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7367, top5_acc: 0.9000, loss_cls: 0.9936, loss: 0.9936, grad_norm: 7.0098 2021-02-08 11:45:45,313 - mmaction - INFO - Epoch [99][2740/3757] lr: 1.000e-05, eta: 0:44:10, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7539, top5_acc: 0.9102, loss_cls: 0.9498, loss: 0.9498, grad_norm: 6.6692 2021-02-08 11:45:54,318 - mmaction - INFO - Epoch [99][2760/3757] lr: 1.000e-05, eta: 0:43:57, time: 0.450, data_time: 0.000, memory: 7140, top1_acc: 0.7578, top5_acc: 0.9016, loss_cls: 0.9940, loss: 0.9940, grad_norm: 6.9393 2021-02-08 11:46:03,257 - mmaction - INFO - Epoch [99][2780/3757] lr: 1.000e-05, eta: 0:43:45, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 0.9908, loss: 0.9908, grad_norm: 6.8394 2021-02-08 11:46:12,185 - mmaction - INFO - Epoch [99][2800/3757] lr: 1.000e-05, eta: 0:43:32, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7414, top5_acc: 0.8945, loss_cls: 1.0615, loss: 1.0615, grad_norm: 7.1634 2021-02-08 11:46:21,106 - mmaction - INFO - Epoch [99][2820/3757] lr: 1.000e-05, eta: 0:43:19, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7539, top5_acc: 0.9109, loss_cls: 1.0120, loss: 1.0120, grad_norm: 6.9766 2021-02-08 11:46:30,029 - mmaction - INFO - Epoch [99][2840/3757] lr: 1.000e-05, eta: 0:43:07, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7438, top5_acc: 0.8969, loss_cls: 1.0252, loss: 1.0252, grad_norm: 6.7959 2021-02-08 11:46:39,013 - mmaction - INFO - Epoch [99][2860/3757] lr: 1.000e-05, eta: 0:42:54, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7562, top5_acc: 0.9102, loss_cls: 0.9631, loss: 0.9631, grad_norm: 6.6872 2021-02-08 11:46:47,986 - mmaction - INFO - Epoch [99][2880/3757] lr: 1.000e-05, eta: 0:42:42, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7672, top5_acc: 0.9102, loss_cls: 0.9352, loss: 0.9352, grad_norm: 6.8036 2021-02-08 11:46:56,949 - mmaction - INFO - Epoch [99][2900/3757] lr: 1.000e-05, eta: 0:42:29, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7453, top5_acc: 0.8984, loss_cls: 1.0574, loss: 1.0574, grad_norm: 6.8344 2021-02-08 11:47:05,879 - mmaction - INFO - Epoch [99][2920/3757] lr: 1.000e-05, eta: 0:42:17, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7305, top5_acc: 0.9039, loss_cls: 1.0484, loss: 1.0484, grad_norm: 7.1313 2021-02-08 11:47:14,860 - mmaction - INFO - Epoch [99][2940/3757] lr: 1.000e-05, eta: 0:42:04, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7492, top5_acc: 0.8984, loss_cls: 1.0007, loss: 1.0007, grad_norm: 6.8220 2021-02-08 11:47:23,802 - mmaction - INFO - Epoch [99][2960/3757] lr: 1.000e-05, eta: 0:41:52, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7633, top5_acc: 0.9094, loss_cls: 0.9966, loss: 0.9966, grad_norm: 6.7314 2021-02-08 11:47:32,698 - mmaction - INFO - Epoch [99][2980/3757] lr: 1.000e-05, eta: 0:41:39, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7242, top5_acc: 0.9008, loss_cls: 1.0886, loss: 1.0886, grad_norm: 7.2662 2021-02-08 11:47:41,679 - mmaction - INFO - Epoch [99][3000/3757] lr: 1.000e-05, eta: 0:41:27, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7523, top5_acc: 0.9062, loss_cls: 1.0149, loss: 1.0149, grad_norm: 6.8324 2021-02-08 11:47:50,593 - mmaction - INFO - Epoch [99][3020/3757] lr: 1.000e-05, eta: 0:41:14, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7547, top5_acc: 0.9031, loss_cls: 0.9937, loss: 0.9937, grad_norm: 6.7531 2021-02-08 11:47:59,532 - mmaction - INFO - Epoch [99][3040/3757] lr: 1.000e-05, eta: 0:41:02, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7547, top5_acc: 0.9047, loss_cls: 0.9975, loss: 0.9975, grad_norm: 6.8409 2021-02-08 11:48:08,459 - mmaction - INFO - Epoch [99][3060/3757] lr: 1.000e-05, eta: 0:40:50, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7547, top5_acc: 0.9117, loss_cls: 0.9679, loss: 0.9679, grad_norm: 6.9030 2021-02-08 11:48:17,457 - mmaction - INFO - Epoch [99][3080/3757] lr: 1.000e-05, eta: 0:40:37, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7453, top5_acc: 0.8922, loss_cls: 1.0680, loss: 1.0680, grad_norm: 7.1598 2021-02-08 11:48:26,417 - mmaction - INFO - Epoch [99][3100/3757] lr: 1.000e-05, eta: 0:40:25, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7398, top5_acc: 0.8969, loss_cls: 1.0367, loss: 1.0367, grad_norm: 7.0028 2021-02-08 11:48:35,347 - mmaction - INFO - Epoch [99][3120/3757] lr: 1.000e-05, eta: 0:40:13, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7477, top5_acc: 0.9016, loss_cls: 1.0288, loss: 1.0288, grad_norm: 7.0048 2021-02-08 11:48:44,287 - mmaction - INFO - Epoch [99][3140/3757] lr: 1.000e-05, eta: 0:40:01, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7500, top5_acc: 0.9031, loss_cls: 0.9832, loss: 0.9832, grad_norm: 6.5990 2021-02-08 11:48:53,192 - mmaction - INFO - Epoch [99][3160/3757] lr: 1.000e-05, eta: 0:39:48, time: 0.445, data_time: 0.001, memory: 7140, top1_acc: 0.7453, top5_acc: 0.9125, loss_cls: 0.9851, loss: 0.9851, grad_norm: 6.7389 2021-02-08 11:49:02,131 - mmaction - INFO - Epoch [99][3180/3757] lr: 1.000e-05, eta: 0:39:36, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7391, top5_acc: 0.8953, loss_cls: 1.0816, loss: 1.0816, grad_norm: 6.9778 2021-02-08 11:49:11,057 - mmaction - INFO - Epoch [99][3200/3757] lr: 1.000e-05, eta: 0:39:24, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7422, top5_acc: 0.9164, loss_cls: 1.0015, loss: 1.0015, grad_norm: 6.9958 2021-02-08 11:49:20,005 - mmaction - INFO - Epoch [99][3220/3757] lr: 1.000e-05, eta: 0:39:12, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7328, top5_acc: 0.8914, loss_cls: 1.0750, loss: 1.0750, grad_norm: 7.2469 2021-02-08 11:49:28,895 - mmaction - INFO - Epoch [99][3240/3757] lr: 1.000e-05, eta: 0:38:59, time: 0.445, data_time: 0.001, memory: 7140, top1_acc: 0.7492, top5_acc: 0.9008, loss_cls: 1.0332, loss: 1.0332, grad_norm: 7.0489 2021-02-08 11:49:37,889 - mmaction - INFO - Epoch [99][3260/3757] lr: 1.000e-05, eta: 0:38:47, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7508, top5_acc: 0.9023, loss_cls: 1.0296, loss: 1.0296, grad_norm: 6.9375 2021-02-08 11:49:46,807 - mmaction - INFO - Epoch [99][3280/3757] lr: 1.000e-05, eta: 0:38:35, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7578, top5_acc: 0.9102, loss_cls: 0.9841, loss: 0.9841, grad_norm: 6.8684 2021-02-08 11:49:55,785 - mmaction - INFO - Epoch [99][3300/3757] lr: 1.000e-05, eta: 0:38:23, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7672, top5_acc: 0.9000, loss_cls: 1.0251, loss: 1.0251, grad_norm: 6.6740 2021-02-08 11:50:04,694 - mmaction - INFO - Epoch [99][3320/3757] lr: 1.000e-05, eta: 0:38:11, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7578, top5_acc: 0.9062, loss_cls: 0.9938, loss: 0.9938, grad_norm: 6.9155 2021-02-08 11:50:13,581 - mmaction - INFO - Epoch [99][3340/3757] lr: 1.000e-05, eta: 0:37:59, time: 0.444, data_time: 0.000, memory: 7140, top1_acc: 0.7469, top5_acc: 0.9055, loss_cls: 0.9881, loss: 0.9881, grad_norm: 6.7576 2021-02-08 11:50:22,512 - mmaction - INFO - Epoch [99][3360/3757] lr: 1.000e-05, eta: 0:37:47, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7328, top5_acc: 0.9039, loss_cls: 1.0351, loss: 1.0351, grad_norm: 7.1188 2021-02-08 11:50:31,498 - mmaction - INFO - Epoch [99][3380/3757] lr: 1.000e-05, eta: 0:37:35, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7523, top5_acc: 0.9055, loss_cls: 0.9795, loss: 0.9795, grad_norm: 6.8597 2021-02-08 11:50:40,435 - mmaction - INFO - Epoch [99][3400/3757] lr: 1.000e-05, eta: 0:37:23, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7414, top5_acc: 0.8859, loss_cls: 1.0739, loss: 1.0739, grad_norm: 6.8583 2021-02-08 11:50:49,418 - mmaction - INFO - Epoch [99][3420/3757] lr: 1.000e-05, eta: 0:37:11, time: 0.449, data_time: 0.000, memory: 7140, top1_acc: 0.7406, top5_acc: 0.8961, loss_cls: 1.0662, loss: 1.0662, grad_norm: 6.8298 2021-02-08 11:50:58,395 - mmaction - INFO - Epoch [99][3440/3757] lr: 1.000e-05, eta: 0:36:59, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7438, top5_acc: 0.8953, loss_cls: 1.0665, loss: 1.0665, grad_norm: 7.1171 2021-02-08 11:51:07,322 - mmaction - INFO - Epoch [99][3460/3757] lr: 1.000e-05, eta: 0:36:47, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7469, top5_acc: 0.8969, loss_cls: 1.0461, loss: 1.0461, grad_norm: 6.9094 2021-02-08 11:51:16,263 - mmaction - INFO - Epoch [99][3480/3757] lr: 1.000e-05, eta: 0:36:35, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 0.9982, loss: 0.9982, grad_norm: 6.7896 2021-02-08 11:51:25,199 - mmaction - INFO - Epoch [99][3500/3757] lr: 1.000e-05, eta: 0:36:23, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7422, top5_acc: 0.9016, loss_cls: 1.0402, loss: 1.0402, grad_norm: 6.8377 2021-02-08 11:51:34,175 - mmaction - INFO - Epoch [99][3520/3757] lr: 1.000e-05, eta: 0:36:11, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7398, top5_acc: 0.9016, loss_cls: 1.0443, loss: 1.0443, grad_norm: 6.9963 2021-02-08 11:51:43,085 - mmaction - INFO - Epoch [99][3540/3757] lr: 1.000e-05, eta: 0:35:59, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7469, top5_acc: 0.8969, loss_cls: 1.0387, loss: 1.0387, grad_norm: 6.9783 2021-02-08 11:51:52,057 - mmaction - INFO - Epoch [99][3560/3757] lr: 1.000e-05, eta: 0:35:47, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7359, top5_acc: 0.8977, loss_cls: 1.0554, loss: 1.0554, grad_norm: 7.2540 2021-02-08 11:52:01,060 - mmaction - INFO - Epoch [99][3580/3757] lr: 1.000e-05, eta: 0:35:35, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7258, top5_acc: 0.8883, loss_cls: 1.0912, loss: 1.0912, grad_norm: 7.0007 2021-02-08 11:52:10,018 - mmaction - INFO - Epoch [99][3600/3757] lr: 1.000e-05, eta: 0:35:23, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7359, top5_acc: 0.8883, loss_cls: 1.0754, loss: 1.0754, grad_norm: 6.9483 2021-02-08 11:52:18,949 - mmaction - INFO - Epoch [99][3620/3757] lr: 1.000e-05, eta: 0:35:11, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7375, top5_acc: 0.8891, loss_cls: 1.0701, loss: 1.0701, grad_norm: 7.2139 2021-02-08 11:52:27,847 - mmaction - INFO - Epoch [99][3640/3757] lr: 1.000e-05, eta: 0:34:59, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7523, top5_acc: 0.9062, loss_cls: 0.9894, loss: 0.9894, grad_norm: 6.8594 2021-02-08 11:52:36,826 - mmaction - INFO - Epoch [99][3660/3757] lr: 1.000e-05, eta: 0:34:48, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7516, top5_acc: 0.9070, loss_cls: 0.9626, loss: 0.9626, grad_norm: 6.9783 2021-02-08 11:52:45,804 - mmaction - INFO - Epoch [99][3680/3757] lr: 1.000e-05, eta: 0:34:36, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7531, top5_acc: 0.9008, loss_cls: 1.0067, loss: 1.0067, grad_norm: 7.0915 2021-02-08 11:52:54,766 - mmaction - INFO - Epoch [99][3700/3757] lr: 1.000e-05, eta: 0:34:24, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7562, top5_acc: 0.9164, loss_cls: 0.9930, loss: 0.9930, grad_norm: 6.9460 2021-02-08 11:53:03,677 - mmaction - INFO - Epoch [99][3720/3757] lr: 1.000e-05, eta: 0:34:12, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7391, top5_acc: 0.8914, loss_cls: 1.0360, loss: 1.0360, grad_norm: 6.9561 2021-02-08 11:53:12,648 - mmaction - INFO - Epoch [99][3740/3757] lr: 1.000e-05, eta: 0:34:00, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7250, top5_acc: 0.8992, loss_cls: 1.0744, loss: 1.0744, grad_norm: 7.1885 2021-02-08 11:53:20,765 - mmaction - INFO - Saving checkpoint at 99 epochs 2021-02-08 11:53:44,813 - mmaction - INFO - Epoch [100][20/3757] lr: 1.000e-05, eta: 0:33:42, time: 1.141, data_time: 0.687, memory: 7140, top1_acc: 0.7273, top5_acc: 0.8891, loss_cls: 1.0835, loss: 1.0835, grad_norm: 7.1882 2021-02-08 11:53:53,767 - mmaction - INFO - Epoch [100][40/3757] lr: 1.000e-05, eta: 0:33:30, time: 0.447, data_time: 0.003, memory: 7140, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0777, loss: 1.0777, grad_norm: 6.9979 2021-02-08 11:54:02,700 - mmaction - INFO - Epoch [100][60/3757] lr: 1.000e-05, eta: 0:33:18, time: 0.447, data_time: 0.002, memory: 7140, top1_acc: 0.7602, top5_acc: 0.9148, loss_cls: 0.9322, loss: 0.9322, grad_norm: 6.6313 2021-02-08 11:54:11,650 - mmaction - INFO - Epoch [100][80/3757] lr: 1.000e-05, eta: 0:33:07, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7648, top5_acc: 0.9141, loss_cls: 0.9444, loss: 0.9444, grad_norm: 6.8371 2021-02-08 11:54:20,585 - mmaction - INFO - Epoch [100][100/3757] lr: 1.000e-05, eta: 0:32:55, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7594, top5_acc: 0.9070, loss_cls: 0.9961, loss: 0.9961, grad_norm: 7.1138 2021-02-08 11:54:29,542 - mmaction - INFO - Epoch [100][120/3757] lr: 1.000e-05, eta: 0:32:43, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7711, top5_acc: 0.9016, loss_cls: 0.9593, loss: 0.9593, grad_norm: 6.6981 2021-02-08 11:54:38,434 - mmaction - INFO - Epoch [100][140/3757] lr: 1.000e-05, eta: 0:32:32, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7602, top5_acc: 0.9008, loss_cls: 0.9779, loss: 0.9779, grad_norm: 6.7143 2021-02-08 11:54:47,414 - mmaction - INFO - Epoch [100][160/3757] lr: 1.000e-05, eta: 0:32:20, time: 0.449, data_time: 0.000, memory: 7140, top1_acc: 0.7344, top5_acc: 0.8961, loss_cls: 1.1057, loss: 1.1057, grad_norm: 7.3175 2021-02-08 11:54:56,352 - mmaction - INFO - Epoch [100][180/3757] lr: 1.000e-05, eta: 0:32:08, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7266, top5_acc: 0.8969, loss_cls: 1.0623, loss: 1.0623, grad_norm: 7.0756 2021-02-08 11:55:05,279 - mmaction - INFO - Epoch [100][200/3757] lr: 1.000e-05, eta: 0:31:57, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7414, top5_acc: 0.9008, loss_cls: 1.0264, loss: 1.0264, grad_norm: 6.9986 2021-02-08 11:55:14,260 - mmaction - INFO - Epoch [100][220/3757] lr: 1.000e-05, eta: 0:31:45, time: 0.449, data_time: 0.000, memory: 7140, top1_acc: 0.7547, top5_acc: 0.9000, loss_cls: 1.0193, loss: 1.0193, grad_norm: 6.8146 2021-02-08 11:55:23,217 - mmaction - INFO - Epoch [100][240/3757] lr: 1.000e-05, eta: 0:31:33, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7469, top5_acc: 0.9062, loss_cls: 0.9778, loss: 0.9778, grad_norm: 6.8546 2021-02-08 11:55:32,133 - mmaction - INFO - Epoch [100][260/3757] lr: 1.000e-05, eta: 0:31:22, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7516, top5_acc: 0.9047, loss_cls: 0.9903, loss: 0.9903, grad_norm: 6.7510 2021-02-08 11:55:41,095 - mmaction - INFO - Epoch [100][280/3757] lr: 1.000e-05, eta: 0:31:10, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7477, top5_acc: 0.8938, loss_cls: 1.0198, loss: 1.0198, grad_norm: 6.7379 2021-02-08 11:55:50,026 - mmaction - INFO - Epoch [100][300/3757] lr: 1.000e-05, eta: 0:30:59, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7359, top5_acc: 0.9031, loss_cls: 1.0304, loss: 1.0304, grad_norm: 7.0597 2021-02-08 11:55:58,997 - mmaction - INFO - Epoch [100][320/3757] lr: 1.000e-05, eta: 0:30:47, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7586, top5_acc: 0.9062, loss_cls: 0.9985, loss: 0.9985, grad_norm: 6.7790 2021-02-08 11:56:07,930 - mmaction - INFO - Epoch [100][340/3757] lr: 1.000e-05, eta: 0:30:36, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7523, top5_acc: 0.8945, loss_cls: 0.9962, loss: 0.9962, grad_norm: 6.6605 2021-02-08 11:56:16,924 - mmaction - INFO - Epoch [100][360/3757] lr: 1.000e-05, eta: 0:30:24, time: 0.449, data_time: 0.000, memory: 7140, top1_acc: 0.7430, top5_acc: 0.9047, loss_cls: 1.0242, loss: 1.0242, grad_norm: 7.0369 2021-02-08 11:56:25,917 - mmaction - INFO - Epoch [100][380/3757] lr: 1.000e-05, eta: 0:30:13, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7266, top5_acc: 0.8859, loss_cls: 1.1200, loss: 1.1200, grad_norm: 7.2065 2021-02-08 11:56:34,861 - mmaction - INFO - Epoch [100][400/3757] lr: 1.000e-05, eta: 0:30:01, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7477, top5_acc: 0.9008, loss_cls: 1.0215, loss: 1.0215, grad_norm: 7.0127 2021-02-08 11:56:43,841 - mmaction - INFO - Epoch [100][420/3757] lr: 1.000e-05, eta: 0:29:50, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7406, top5_acc: 0.8930, loss_cls: 1.0258, loss: 1.0258, grad_norm: 7.1697 2021-02-08 11:56:52,862 - mmaction - INFO - Epoch [100][440/3757] lr: 1.000e-05, eta: 0:29:38, time: 0.452, data_time: 0.001, memory: 7140, top1_acc: 0.7562, top5_acc: 0.8961, loss_cls: 1.0217, loss: 1.0217, grad_norm: 6.8268 2021-02-08 11:57:01,807 - mmaction - INFO - Epoch [100][460/3757] lr: 1.000e-05, eta: 0:29:27, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7477, top5_acc: 0.9094, loss_cls: 0.9796, loss: 0.9796, grad_norm: 6.7927 2021-02-08 11:57:10,745 - mmaction - INFO - Epoch [100][480/3757] lr: 1.000e-05, eta: 0:29:15, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7344, top5_acc: 0.9016, loss_cls: 1.0266, loss: 1.0266, grad_norm: 6.9903 2021-02-08 11:57:19,709 - mmaction - INFO - Epoch [100][500/3757] lr: 1.000e-05, eta: 0:29:04, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7484, top5_acc: 0.8953, loss_cls: 1.0318, loss: 1.0318, grad_norm: 6.9680 2021-02-08 11:57:28,701 - mmaction - INFO - Epoch [100][520/3757] lr: 1.000e-05, eta: 0:28:52, time: 0.450, data_time: 0.000, memory: 7140, top1_acc: 0.7531, top5_acc: 0.9156, loss_cls: 0.9581, loss: 0.9581, grad_norm: 6.8142 2021-02-08 11:57:37,678 - mmaction - INFO - Epoch [100][540/3757] lr: 1.000e-05, eta: 0:28:41, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7586, top5_acc: 0.8891, loss_cls: 1.0426, loss: 1.0426, grad_norm: 6.9121 2021-02-08 11:57:46,633 - mmaction - INFO - Epoch [100][560/3757] lr: 1.000e-05, eta: 0:28:30, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7312, top5_acc: 0.8945, loss_cls: 1.0960, loss: 1.0960, grad_norm: 7.1677 2021-02-08 11:57:55,560 - mmaction - INFO - Epoch [100][580/3757] lr: 1.000e-05, eta: 0:28:18, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7461, top5_acc: 0.9102, loss_cls: 0.9949, loss: 0.9949, grad_norm: 7.0504 2021-02-08 11:58:04,487 - mmaction - INFO - Epoch [100][600/3757] lr: 1.000e-05, eta: 0:28:07, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7406, top5_acc: 0.9008, loss_cls: 1.0457, loss: 1.0457, grad_norm: 7.2024 2021-02-08 11:58:13,409 - mmaction - INFO - Epoch [100][620/3757] lr: 1.000e-05, eta: 0:27:56, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7320, top5_acc: 0.8930, loss_cls: 1.0846, loss: 1.0846, grad_norm: 7.0663 2021-02-08 11:58:22,369 - mmaction - INFO - Epoch [100][640/3757] lr: 1.000e-05, eta: 0:27:44, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7531, top5_acc: 0.9148, loss_cls: 0.9631, loss: 0.9631, grad_norm: 6.8873 2021-02-08 11:58:31,314 - mmaction - INFO - Epoch [100][660/3757] lr: 1.000e-05, eta: 0:27:33, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7688, top5_acc: 0.9039, loss_cls: 1.0099, loss: 1.0099, grad_norm: 6.8524 2021-02-08 11:58:40,255 - mmaction - INFO - Epoch [100][680/3757] lr: 1.000e-05, eta: 0:27:21, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7688, top5_acc: 0.9180, loss_cls: 0.9177, loss: 0.9177, grad_norm: 6.4856 2021-02-08 11:58:49,191 - mmaction - INFO - Epoch [100][700/3757] lr: 1.000e-05, eta: 0:27:10, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7398, top5_acc: 0.8922, loss_cls: 1.0522, loss: 1.0522, grad_norm: 7.0494 2021-02-08 11:58:58,147 - mmaction - INFO - Epoch [100][720/3757] lr: 1.000e-05, eta: 0:26:59, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7734, top5_acc: 0.9141, loss_cls: 0.9310, loss: 0.9310, grad_norm: 6.6019 2021-02-08 11:59:07,109 - mmaction - INFO - Epoch [100][740/3757] lr: 1.000e-05, eta: 0:26:48, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7523, top5_acc: 0.8969, loss_cls: 1.0258, loss: 1.0258, grad_norm: 6.9260 2021-02-08 11:59:16,047 - mmaction - INFO - Epoch [100][760/3757] lr: 1.000e-05, eta: 0:26:36, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7336, top5_acc: 0.9117, loss_cls: 1.0123, loss: 1.0123, grad_norm: 7.0035 2021-02-08 11:59:25,028 - mmaction - INFO - Epoch [100][780/3757] lr: 1.000e-05, eta: 0:26:25, time: 0.449, data_time: 0.000, memory: 7140, top1_acc: 0.7406, top5_acc: 0.9000, loss_cls: 1.0433, loss: 1.0433, grad_norm: 7.1723 2021-02-08 11:59:33,972 - mmaction - INFO - Epoch [100][800/3757] lr: 1.000e-05, eta: 0:26:14, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7406, top5_acc: 0.8984, loss_cls: 1.0633, loss: 1.0633, grad_norm: 7.2900 2021-02-08 11:59:42,899 - mmaction - INFO - Epoch [100][820/3757] lr: 1.000e-05, eta: 0:26:03, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.0654, loss: 1.0654, grad_norm: 7.0219 2021-02-08 11:59:51,840 - mmaction - INFO - Epoch [100][840/3757] lr: 1.000e-05, eta: 0:25:51, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7492, top5_acc: 0.9062, loss_cls: 1.0071, loss: 1.0071, grad_norm: 6.9984 2021-02-08 12:00:00,799 - mmaction - INFO - Epoch [100][860/3757] lr: 1.000e-05, eta: 0:25:40, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7539, top5_acc: 0.9023, loss_cls: 0.9861, loss: 0.9861, grad_norm: 6.8161 2021-02-08 12:00:13,462 - mmaction - INFO - Epoch [100][880/3757] lr: 1.000e-05, eta: 0:25:30, time: 0.630, data_time: 0.000, memory: 7140, top1_acc: 0.7562, top5_acc: 0.8984, loss_cls: 1.0362, loss: 1.0362, grad_norm: 6.8068 2021-02-08 12:00:22,410 - mmaction - INFO - Epoch [100][900/3757] lr: 1.000e-05, eta: 0:25:19, time: 0.450, data_time: 0.004, memory: 7140, top1_acc: 0.7266, top5_acc: 0.8938, loss_cls: 1.0899, loss: 1.0899, grad_norm: 7.3241 2021-02-08 12:00:31,412 - mmaction - INFO - Epoch [100][920/3757] lr: 1.000e-05, eta: 0:25:08, time: 0.450, data_time: 0.002, memory: 7140, top1_acc: 0.7461, top5_acc: 0.8984, loss_cls: 1.0289, loss: 1.0289, grad_norm: 6.8223 2021-02-08 12:00:40,388 - mmaction - INFO - Epoch [100][940/3757] lr: 1.000e-05, eta: 0:24:57, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7398, top5_acc: 0.9008, loss_cls: 1.0350, loss: 1.0350, grad_norm: 6.8602 2021-02-08 12:00:49,325 - mmaction - INFO - Epoch [100][960/3757] lr: 1.000e-05, eta: 0:24:45, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7273, top5_acc: 0.9062, loss_cls: 1.0388, loss: 1.0388, grad_norm: 7.1821 2021-02-08 12:00:58,270 - mmaction - INFO - Epoch [100][980/3757] lr: 1.000e-05, eta: 0:24:34, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7500, top5_acc: 0.8930, loss_cls: 1.0509, loss: 1.0509, grad_norm: 7.0622 2021-02-08 12:01:07,203 - mmaction - INFO - Epoch [100][1000/3757] lr: 1.000e-05, eta: 0:24:23, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7383, top5_acc: 0.9000, loss_cls: 1.0400, loss: 1.0400, grad_norm: 6.9299 2021-02-08 12:01:16,174 - mmaction - INFO - Epoch [100][1020/3757] lr: 1.000e-05, eta: 0:24:12, time: 0.449, data_time: 0.000, memory: 7140, top1_acc: 0.7523, top5_acc: 0.8938, loss_cls: 0.9937, loss: 0.9937, grad_norm: 7.0653 2021-02-08 12:01:25,148 - mmaction - INFO - Epoch [100][1040/3757] lr: 1.000e-05, eta: 0:24:01, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 1.0192, loss: 1.0192, grad_norm: 7.1023 2021-02-08 12:01:34,118 - mmaction - INFO - Epoch [100][1060/3757] lr: 1.000e-05, eta: 0:23:50, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7648, top5_acc: 0.8984, loss_cls: 1.0139, loss: 1.0139, grad_norm: 6.9232 2021-02-08 12:01:43,070 - mmaction - INFO - Epoch [100][1080/3757] lr: 1.000e-05, eta: 0:23:38, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7562, top5_acc: 0.9070, loss_cls: 1.0069, loss: 1.0069, grad_norm: 7.0197 2021-02-08 12:01:51,998 - mmaction - INFO - Epoch [100][1100/3757] lr: 1.000e-05, eta: 0:23:27, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7383, top5_acc: 0.9008, loss_cls: 1.0180, loss: 1.0180, grad_norm: 6.9691 2021-02-08 12:02:00,970 - mmaction - INFO - Epoch [100][1120/3757] lr: 1.000e-05, eta: 0:23:16, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7406, top5_acc: 0.8977, loss_cls: 1.0333, loss: 1.0333, grad_norm: 6.8827 2021-02-08 12:02:09,885 - mmaction - INFO - Epoch [100][1140/3757] lr: 1.000e-05, eta: 0:23:05, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7500, top5_acc: 0.8945, loss_cls: 1.0478, loss: 1.0478, grad_norm: 7.0921 2021-02-08 12:02:18,849 - mmaction - INFO - Epoch [100][1160/3757] lr: 1.000e-05, eta: 0:22:54, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7516, top5_acc: 0.9016, loss_cls: 1.0104, loss: 1.0104, grad_norm: 6.8746 2021-02-08 12:02:27,779 - mmaction - INFO - Epoch [100][1180/3757] lr: 1.000e-05, eta: 0:22:43, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7352, top5_acc: 0.8922, loss_cls: 1.0745, loss: 1.0745, grad_norm: 7.0261 2021-02-08 12:02:36,696 - mmaction - INFO - Epoch [100][1200/3757] lr: 1.000e-05, eta: 0:22:32, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7461, top5_acc: 0.9008, loss_cls: 0.9847, loss: 0.9847, grad_norm: 6.9141 2021-02-08 12:02:45,613 - mmaction - INFO - Epoch [100][1220/3757] lr: 1.000e-05, eta: 0:22:21, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7461, top5_acc: 0.9055, loss_cls: 1.0250, loss: 1.0250, grad_norm: 7.0510 2021-02-08 12:02:54,567 - mmaction - INFO - Epoch [100][1240/3757] lr: 1.000e-05, eta: 0:22:10, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7398, top5_acc: 0.9023, loss_cls: 1.0180, loss: 1.0180, grad_norm: 7.1283 2021-02-08 12:03:03,548 - mmaction - INFO - Epoch [100][1260/3757] lr: 1.000e-05, eta: 0:21:59, time: 0.449, data_time: 0.000, memory: 7140, top1_acc: 0.7562, top5_acc: 0.8984, loss_cls: 0.9971, loss: 0.9971, grad_norm: 6.8508 2021-02-08 12:03:12,482 - mmaction - INFO - Epoch [100][1280/3757] lr: 1.000e-05, eta: 0:21:48, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7367, top5_acc: 0.8891, loss_cls: 1.0586, loss: 1.0586, grad_norm: 7.0208 2021-02-08 12:03:21,399 - mmaction - INFO - Epoch [100][1300/3757] lr: 1.000e-05, eta: 0:21:37, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7547, top5_acc: 0.9086, loss_cls: 0.9835, loss: 0.9835, grad_norm: 7.0119 2021-02-08 12:03:30,400 - mmaction - INFO - Epoch [100][1320/3757] lr: 1.000e-05, eta: 0:21:26, time: 0.449, data_time: 0.000, memory: 7140, top1_acc: 0.7555, top5_acc: 0.8930, loss_cls: 1.0479, loss: 1.0479, grad_norm: 7.0175 2021-02-08 12:03:39,332 - mmaction - INFO - Epoch [100][1340/3757] lr: 1.000e-05, eta: 0:21:15, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.0405, loss: 1.0405, grad_norm: 7.2190 2021-02-08 12:03:48,234 - mmaction - INFO - Epoch [100][1360/3757] lr: 1.000e-05, eta: 0:21:04, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7602, top5_acc: 0.9039, loss_cls: 0.9755, loss: 0.9755, grad_norm: 6.8102 2021-02-08 12:03:57,191 - mmaction - INFO - Epoch [100][1380/3757] lr: 1.000e-05, eta: 0:20:53, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7375, top5_acc: 0.9008, loss_cls: 1.0579, loss: 1.0579, grad_norm: 6.8609 2021-02-08 12:04:06,171 - mmaction - INFO - Epoch [100][1400/3757] lr: 1.000e-05, eta: 0:20:42, time: 0.449, data_time: 0.000, memory: 7140, top1_acc: 0.7336, top5_acc: 0.8953, loss_cls: 1.0460, loss: 1.0460, grad_norm: 7.0871 2021-02-08 12:04:15,159 - mmaction - INFO - Epoch [100][1420/3757] lr: 1.000e-05, eta: 0:20:31, time: 0.449, data_time: 0.000, memory: 7140, top1_acc: 0.7531, top5_acc: 0.9070, loss_cls: 1.0420, loss: 1.0420, grad_norm: 6.8557 2021-02-08 12:04:24,089 - mmaction - INFO - Epoch [100][1440/3757] lr: 1.000e-05, eta: 0:20:20, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7320, top5_acc: 0.8867, loss_cls: 1.1004, loss: 1.1004, grad_norm: 7.0729 2021-02-08 12:04:33,021 - mmaction - INFO - Epoch [100][1460/3757] lr: 1.000e-05, eta: 0:20:09, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7281, top5_acc: 0.9016, loss_cls: 1.0721, loss: 1.0721, grad_norm: 7.1413 2021-02-08 12:04:41,958 - mmaction - INFO - Epoch [100][1480/3757] lr: 1.000e-05, eta: 0:19:58, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7656, top5_acc: 0.9023, loss_cls: 0.9356, loss: 0.9356, grad_norm: 6.6495 2021-02-08 12:04:50,872 - mmaction - INFO - Epoch [100][1500/3757] lr: 1.000e-05, eta: 0:19:47, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7375, top5_acc: 0.8984, loss_cls: 1.0561, loss: 1.0561, grad_norm: 7.1049 2021-02-08 12:04:59,829 - mmaction - INFO - Epoch [100][1520/3757] lr: 1.000e-05, eta: 0:19:36, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7398, top5_acc: 0.8898, loss_cls: 1.0964, loss: 1.0964, grad_norm: 7.0523 2021-02-08 12:05:08,797 - mmaction - INFO - Epoch [100][1540/3757] lr: 1.000e-05, eta: 0:19:25, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7289, top5_acc: 0.8773, loss_cls: 1.1217, loss: 1.1217, grad_norm: 7.1510 2021-02-08 12:05:17,802 - mmaction - INFO - Epoch [100][1560/3757] lr: 1.000e-05, eta: 0:19:14, time: 0.450, data_time: 0.000, memory: 7140, top1_acc: 0.7523, top5_acc: 0.9062, loss_cls: 1.0238, loss: 1.0238, grad_norm: 7.0635 2021-02-08 12:05:26,752 - mmaction - INFO - Epoch [100][1580/3757] lr: 1.000e-05, eta: 0:19:04, time: 0.448, data_time: 0.002, memory: 7140, top1_acc: 0.7383, top5_acc: 0.9047, loss_cls: 1.0154, loss: 1.0154, grad_norm: 7.0340 2021-02-08 12:05:35,707 - mmaction - INFO - Epoch [100][1600/3757] lr: 1.000e-05, eta: 0:18:53, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7461, top5_acc: 0.9047, loss_cls: 1.0235, loss: 1.0235, grad_norm: 6.7717 2021-02-08 12:05:44,616 - mmaction - INFO - Epoch [100][1620/3757] lr: 1.000e-05, eta: 0:18:42, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7633, top5_acc: 0.8992, loss_cls: 0.9859, loss: 0.9859, grad_norm: 6.6989 2021-02-08 12:05:53,576 - mmaction - INFO - Epoch [100][1640/3757] lr: 1.000e-05, eta: 0:18:31, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7281, top5_acc: 0.8945, loss_cls: 1.1114, loss: 1.1114, grad_norm: 7.1191 2021-02-08 12:06:02,561 - mmaction - INFO - Epoch [100][1660/3757] lr: 1.000e-05, eta: 0:18:20, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7352, top5_acc: 0.8953, loss_cls: 1.0463, loss: 1.0463, grad_norm: 6.8869 2021-02-08 12:06:11,585 - mmaction - INFO - Epoch [100][1680/3757] lr: 1.000e-05, eta: 0:18:09, time: 0.451, data_time: 0.000, memory: 7140, top1_acc: 0.7359, top5_acc: 0.8984, loss_cls: 1.0782, loss: 1.0782, grad_norm: 7.0158 2021-02-08 12:06:20,557 - mmaction - INFO - Epoch [100][1700/3757] lr: 1.000e-05, eta: 0:17:58, time: 0.449, data_time: 0.000, memory: 7140, top1_acc: 0.7648, top5_acc: 0.9008, loss_cls: 0.9853, loss: 0.9853, grad_norm: 6.7584 2021-02-08 12:06:29,509 - mmaction - INFO - Epoch [100][1720/3757] lr: 1.000e-05, eta: 0:17:48, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7305, top5_acc: 0.8953, loss_cls: 1.0744, loss: 1.0744, grad_norm: 7.0608 2021-02-08 12:06:38,404 - mmaction - INFO - Epoch [100][1740/3757] lr: 1.000e-05, eta: 0:17:37, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7539, top5_acc: 0.9000, loss_cls: 1.0141, loss: 1.0141, grad_norm: 7.0579 2021-02-08 12:06:47,321 - mmaction - INFO - Epoch [100][1760/3757] lr: 1.000e-05, eta: 0:17:26, time: 0.445, data_time: 0.000, memory: 7140, top1_acc: 0.7344, top5_acc: 0.8914, loss_cls: 1.0946, loss: 1.0946, grad_norm: 7.2890 2021-02-08 12:06:56,290 - mmaction - INFO - Epoch [100][1780/3757] lr: 1.000e-05, eta: 0:17:15, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7547, top5_acc: 0.9023, loss_cls: 1.0126, loss: 1.0126, grad_norm: 7.0220 2021-02-08 12:07:05,213 - mmaction - INFO - Epoch [100][1800/3757] lr: 1.000e-05, eta: 0:17:04, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7516, top5_acc: 0.9055, loss_cls: 1.0397, loss: 1.0397, grad_norm: 6.9242 2021-02-08 12:07:14,246 - mmaction - INFO - Epoch [100][1820/3757] lr: 1.000e-05, eta: 0:16:54, time: 0.451, data_time: 0.000, memory: 7140, top1_acc: 0.7492, top5_acc: 0.9000, loss_cls: 1.0244, loss: 1.0244, grad_norm: 6.8393 2021-02-08 12:07:23,194 - mmaction - INFO - Epoch [100][1840/3757] lr: 1.000e-05, eta: 0:16:43, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7359, top5_acc: 0.8820, loss_cls: 1.1144, loss: 1.1144, grad_norm: 7.4630 2021-02-08 12:07:32,131 - mmaction - INFO - Epoch [100][1860/3757] lr: 1.000e-05, eta: 0:16:32, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7547, top5_acc: 0.9078, loss_cls: 0.9732, loss: 0.9732, grad_norm: 6.9272 2021-02-08 12:07:41,071 - mmaction - INFO - Epoch [100][1880/3757] lr: 1.000e-05, eta: 0:16:21, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7547, top5_acc: 0.9117, loss_cls: 0.9749, loss: 0.9749, grad_norm: 6.9326 2021-02-08 12:07:50,003 - mmaction - INFO - Epoch [100][1900/3757] lr: 1.000e-05, eta: 0:16:10, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7461, top5_acc: 0.8914, loss_cls: 1.0541, loss: 1.0541, grad_norm: 7.0355 2021-02-08 12:07:58,939 - mmaction - INFO - Epoch [100][1920/3757] lr: 1.000e-05, eta: 0:16:00, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7609, top5_acc: 0.9078, loss_cls: 0.9859, loss: 0.9859, grad_norm: 6.9071 2021-02-08 12:08:07,873 - mmaction - INFO - Epoch [100][1940/3757] lr: 1.000e-05, eta: 0:15:49, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7406, top5_acc: 0.8992, loss_cls: 1.0482, loss: 1.0482, grad_norm: 7.1619 2021-02-08 12:08:16,831 - mmaction - INFO - Epoch [100][1960/3757] lr: 1.000e-05, eta: 0:15:38, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7391, top5_acc: 0.8969, loss_cls: 1.0705, loss: 1.0705, grad_norm: 7.0618 2021-02-08 12:08:25,836 - mmaction - INFO - Epoch [100][1980/3757] lr: 1.000e-05, eta: 0:15:28, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7398, top5_acc: 0.8961, loss_cls: 1.0322, loss: 1.0322, grad_norm: 6.9883 2021-02-08 12:08:34,813 - mmaction - INFO - Epoch [100][2000/3757] lr: 1.000e-05, eta: 0:15:17, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0681, loss: 1.0681, grad_norm: 7.0325 2021-02-08 12:08:43,789 - mmaction - INFO - Epoch [100][2020/3757] lr: 1.000e-05, eta: 0:15:06, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7445, top5_acc: 0.8930, loss_cls: 1.0349, loss: 1.0349, grad_norm: 6.8777 2021-02-08 12:08:52,740 - mmaction - INFO - Epoch [100][2040/3757] lr: 1.000e-05, eta: 0:14:55, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7398, top5_acc: 0.8969, loss_cls: 1.0670, loss: 1.0670, grad_norm: 6.9654 2021-02-08 12:09:01,664 - mmaction - INFO - Epoch [100][2060/3757] lr: 1.000e-05, eta: 0:14:45, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7367, top5_acc: 0.8852, loss_cls: 1.0595, loss: 1.0595, grad_norm: 6.9576 2021-02-08 12:09:10,626 - mmaction - INFO - Epoch [100][2080/3757] lr: 1.000e-05, eta: 0:14:34, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7344, top5_acc: 0.9008, loss_cls: 1.0352, loss: 1.0352, grad_norm: 6.9742 2021-02-08 12:09:19,595 - mmaction - INFO - Epoch [100][2100/3757] lr: 1.000e-05, eta: 0:14:23, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7508, top5_acc: 0.9055, loss_cls: 0.9872, loss: 0.9872, grad_norm: 6.7721 2021-02-08 12:09:28,586 - mmaction - INFO - Epoch [100][2120/3757] lr: 1.000e-05, eta: 0:14:13, time: 0.449, data_time: 0.000, memory: 7140, top1_acc: 0.7625, top5_acc: 0.9016, loss_cls: 1.0189, loss: 1.0189, grad_norm: 6.9187 2021-02-08 12:09:37,558 - mmaction - INFO - Epoch [100][2140/3757] lr: 1.000e-05, eta: 0:14:02, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7312, top5_acc: 0.9016, loss_cls: 1.0213, loss: 1.0213, grad_norm: 7.1138 2021-02-08 12:09:46,558 - mmaction - INFO - Epoch [100][2160/3757] lr: 1.000e-05, eta: 0:13:51, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7672, top5_acc: 0.9195, loss_cls: 0.9379, loss: 0.9379, grad_norm: 6.8913 2021-02-08 12:09:55,524 - mmaction - INFO - Epoch [100][2180/3757] lr: 1.000e-05, eta: 0:13:41, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7445, top5_acc: 0.9023, loss_cls: 1.0337, loss: 1.0337, grad_norm: 6.9662 2021-02-08 12:10:04,507 - mmaction - INFO - Epoch [100][2200/3757] lr: 1.000e-05, eta: 0:13:30, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1783, loss: 1.1783, grad_norm: 7.3550 2021-02-08 12:10:13,424 - mmaction - INFO - Epoch [100][2220/3757] lr: 1.000e-05, eta: 0:13:19, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7555, top5_acc: 0.9086, loss_cls: 0.9883, loss: 0.9883, grad_norm: 6.9373 2021-02-08 12:10:22,384 - mmaction - INFO - Epoch [100][2240/3757] lr: 1.000e-05, eta: 0:13:09, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7305, top5_acc: 0.8898, loss_cls: 1.0814, loss: 1.0814, grad_norm: 7.0108 2021-02-08 12:10:31,354 - mmaction - INFO - Epoch [100][2260/3757] lr: 1.000e-05, eta: 0:12:58, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7555, top5_acc: 0.9086, loss_cls: 0.9478, loss: 0.9478, grad_norm: 6.6728 2021-02-08 12:10:40,285 - mmaction - INFO - Epoch [100][2280/3757] lr: 1.000e-05, eta: 0:12:48, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7586, top5_acc: 0.9094, loss_cls: 0.9958, loss: 0.9958, grad_norm: 7.0432 2021-02-08 12:10:49,224 - mmaction - INFO - Epoch [100][2300/3757] lr: 1.000e-05, eta: 0:12:37, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7359, top5_acc: 0.8883, loss_cls: 1.0656, loss: 1.0656, grad_norm: 7.0524 2021-02-08 12:10:58,135 - mmaction - INFO - Epoch [100][2320/3757] lr: 1.000e-05, eta: 0:12:26, time: 0.446, data_time: 0.001, memory: 7140, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.0825, loss: 1.0825, grad_norm: 7.1378 2021-02-08 12:11:07,124 - mmaction - INFO - Epoch [100][2340/3757] lr: 1.000e-05, eta: 0:12:16, time: 0.449, data_time: 0.000, memory: 7140, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0132, loss: 1.0132, grad_norm: 6.8928 2021-02-08 12:11:16,090 - mmaction - INFO - Epoch [100][2360/3757] lr: 1.000e-05, eta: 0:12:05, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7477, top5_acc: 0.8953, loss_cls: 1.0733, loss: 1.0733, grad_norm: 7.0728 2021-02-08 12:11:25,042 - mmaction - INFO - Epoch [100][2380/3757] lr: 1.000e-05, eta: 0:11:54, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7555, top5_acc: 0.9078, loss_cls: 0.9701, loss: 0.9701, grad_norm: 6.8649 2021-02-08 12:11:34,021 - mmaction - INFO - Epoch [100][2400/3757] lr: 1.000e-05, eta: 0:11:44, time: 0.449, data_time: 0.000, memory: 7140, top1_acc: 0.7398, top5_acc: 0.9000, loss_cls: 1.0382, loss: 1.0382, grad_norm: 6.9530 2021-02-08 12:11:42,990 - mmaction - INFO - Epoch [100][2420/3757] lr: 1.000e-05, eta: 0:11:33, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7156, top5_acc: 0.8930, loss_cls: 1.0885, loss: 1.0885, grad_norm: 7.2575 2021-02-08 12:11:51,889 - mmaction - INFO - Epoch [100][2440/3757] lr: 1.000e-05, eta: 0:11:23, time: 0.445, data_time: 0.001, memory: 7140, top1_acc: 0.7320, top5_acc: 0.9023, loss_cls: 1.0531, loss: 1.0531, grad_norm: 7.2415 2021-02-08 12:12:00,859 - mmaction - INFO - Epoch [100][2460/3757] lr: 1.000e-05, eta: 0:11:12, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7352, top5_acc: 0.9000, loss_cls: 1.0490, loss: 1.0490, grad_norm: 7.0066 2021-02-08 12:12:09,800 - mmaction - INFO - Epoch [100][2480/3757] lr: 1.000e-05, eta: 0:11:02, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7539, top5_acc: 0.9133, loss_cls: 0.9669, loss: 0.9669, grad_norm: 6.5498 2021-02-08 12:12:18,757 - mmaction - INFO - Epoch [100][2500/3757] lr: 1.000e-05, eta: 0:10:51, time: 0.448, data_time: 0.000, memory: 7140, top1_acc: 0.7359, top5_acc: 0.8992, loss_cls: 1.0165, loss: 1.0165, grad_norm: 6.9230 2021-02-08 12:12:27,700 - mmaction - INFO - Epoch [100][2520/3757] lr: 1.000e-05, eta: 0:10:41, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7602, top5_acc: 0.9125, loss_cls: 0.9693, loss: 0.9693, grad_norm: 6.9921 2021-02-08 12:12:36,644 - mmaction - INFO - Epoch [100][2540/3757] lr: 1.000e-05, eta: 0:10:30, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7445, top5_acc: 0.8914, loss_cls: 1.0899, loss: 1.0899, grad_norm: 7.2425 2021-02-08 12:12:45,591 - mmaction - INFO - Epoch [100][2560/3757] lr: 1.000e-05, eta: 0:10:19, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7336, top5_acc: 0.8875, loss_cls: 1.0626, loss: 1.0626, grad_norm: 7.1990 2021-02-08 12:12:54,555 - mmaction - INFO - Epoch [100][2580/3757] lr: 1.000e-05, eta: 0:10:09, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7570, top5_acc: 0.9133, loss_cls: 0.9668, loss: 0.9668, grad_norm: 6.9678 2021-02-08 12:13:03,497 - mmaction - INFO - Epoch [100][2600/3757] lr: 1.000e-05, eta: 0:09:58, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7383, top5_acc: 0.8930, loss_cls: 1.0586, loss: 1.0586, grad_norm: 6.9858 2021-02-08 12:13:12,446 - mmaction - INFO - Epoch [100][2620/3757] lr: 1.000e-05, eta: 0:09:48, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7422, top5_acc: 0.9008, loss_cls: 1.0236, loss: 1.0236, grad_norm: 6.9510 2021-02-08 12:13:21,393 - mmaction - INFO - Epoch [100][2640/3757] lr: 1.000e-05, eta: 0:09:37, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7539, top5_acc: 0.9062, loss_cls: 0.9928, loss: 0.9928, grad_norm: 6.7541 2021-02-08 12:13:30,324 - mmaction - INFO - Epoch [100][2660/3757] lr: 1.000e-05, eta: 0:09:27, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7211, top5_acc: 0.8820, loss_cls: 1.1535, loss: 1.1535, grad_norm: 7.2872 2021-02-08 12:13:39,273 - mmaction - INFO - Epoch [100][2680/3757] lr: 1.000e-05, eta: 0:09:16, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7398, top5_acc: 0.8992, loss_cls: 1.0371, loss: 1.0371, grad_norm: 6.9061 2021-02-08 12:13:48,316 - mmaction - INFO - Epoch [100][2700/3757] lr: 1.000e-05, eta: 0:09:06, time: 0.452, data_time: 0.004, memory: 7140, top1_acc: 0.7469, top5_acc: 0.9195, loss_cls: 0.9711, loss: 0.9711, grad_norm: 7.2110 2021-02-08 12:13:57,240 - mmaction - INFO - Epoch [100][2720/3757] lr: 1.000e-05, eta: 0:08:55, time: 0.447, data_time: 0.001, memory: 7140, top1_acc: 0.7469, top5_acc: 0.9000, loss_cls: 1.0099, loss: 1.0099, grad_norm: 6.7080 2021-02-08 12:14:06,182 - mmaction - INFO - Epoch [100][2740/3757] lr: 1.000e-05, eta: 0:08:45, time: 0.446, data_time: 0.000, memory: 7140, top1_acc: 0.7500, top5_acc: 0.9031, loss_cls: 0.9879, loss: 0.9879, grad_norm: 6.7446 2021-02-08 12:14:15,127 - mmaction - INFO - Epoch [100][2760/3757] lr: 1.000e-05, eta: 0:08:35, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7312, top5_acc: 0.8945, loss_cls: 1.0747, loss: 1.0747, grad_norm: 7.0906 2021-02-08 12:14:24,119 - mmaction - INFO - Epoch [100][2780/3757] lr: 1.000e-05, eta: 0:08:24, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7383, top5_acc: 0.8953, loss_cls: 1.0219, loss: 1.0219, grad_norm: 6.9507 2021-02-08 12:14:33,077 - mmaction - INFO - Epoch [100][2800/3757] lr: 1.000e-05, eta: 0:08:14, time: 0.447, data_time: 0.000, memory: 7140, top1_acc: 0.7594, top5_acc: 0.9047, loss_cls: 0.9751, loss: 0.9751, grad_norm: 6.7697 2021-02-08 12:14:42,048 - mmaction - INFO - Epoch [100][2820/3757] lr: 1.000e-05, eta: 0:08:03, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7305, top5_acc: 0.8914, loss_cls: 1.1040, loss: 1.1040, grad_norm: 6.9903 2021-02-08 12:14:51,030 - mmaction - INFO - Epoch [100][2840/3757] lr: 1.000e-05, eta: 0:07:53, time: 0.449, data_time: 0.001, memory: 7140, top1_acc: 0.7320, top5_acc: 0.8938, loss_cls: 1.0902, loss: 1.0902, grad_norm: 7.0749 2021-02-08 12:14:59,981 - mmaction - INFO - Epoch [100][2860/3757] lr: 1.000e-05, eta: 0:07:42, time: 0.448, data_time: 0.001, memory: 7140, top1_acc: 0.7477, top5_acc: 0.9070, loss_cls: 0.9802, loss: 0.9802, grad_norm: 6.8144 2021-02-08 12:15:09,123 - mmaction - INFO - Epoch [100][2880/3757] lr: 1.000e-05, eta: 0:07:32, time: 0.457, data_time: 0.000, memory: 7140, top1_acc: 0.7039, top5_acc: 0.8883, loss_cls: 1.1549, loss: 1.1549, grad_norm: 7.2865 2021-02-08 12:15:18,636 - mmaction - INFO - Epoch [100][2900/3757] lr: 1.000e-05, eta: 0:07:21, time: 0.476, data_time: 0.001, memory: 7140, top1_acc: 0.7594, top5_acc: 0.8984, loss_cls: 0.9869, loss: 0.9869, grad_norm: 6.7278 2021-02-08 12:15:27,956 - mmaction - INFO - Epoch [100][2920/3757] lr: 1.000e-05, eta: 0:07:11, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.7312, top5_acc: 0.8844, loss_cls: 1.1140, loss: 1.1140, grad_norm: 7.0875 2021-02-08 12:15:36,967 - mmaction - INFO - Epoch [100][2940/3757] lr: 1.000e-05, eta: 0:07:01, time: 0.450, data_time: 0.001, memory: 7140, top1_acc: 0.7594, top5_acc: 0.9125, loss_cls: 0.9726, loss: 0.9726, grad_norm: 6.9540 2021-02-08 12:15:46,068 - mmaction - INFO - Epoch [100][2960/3757] lr: 1.000e-05, eta: 0:06:50, time: 0.455, data_time: 0.001, memory: 7140, top1_acc: 0.7453, top5_acc: 0.8914, loss_cls: 1.0748, loss: 1.0748, grad_norm: 7.1077 2021-02-08 12:15:55,185 - mmaction - INFO - Epoch [100][2980/3757] lr: 1.000e-05, eta: 0:06:40, time: 0.456, data_time: 0.001, memory: 7140, top1_acc: 0.7578, top5_acc: 0.9094, loss_cls: 1.0009, loss: 1.0009, grad_norm: 6.7785 2021-02-08 12:16:04,425 - mmaction - INFO - Epoch [100][3000/3757] lr: 1.000e-05, eta: 0:06:30, time: 0.461, data_time: 0.001, memory: 7140, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0223, loss: 1.0223, grad_norm: 7.1122 2021-02-08 12:16:13,715 - mmaction - INFO - Epoch [100][3020/3757] lr: 1.000e-05, eta: 0:06:19, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.7445, top5_acc: 0.8961, loss_cls: 0.9926, loss: 0.9926, grad_norm: 6.7480 2021-02-08 12:16:23,012 - mmaction - INFO - Epoch [100][3040/3757] lr: 1.000e-05, eta: 0:06:09, time: 0.465, data_time: 0.001, memory: 7140, top1_acc: 0.7586, top5_acc: 0.9062, loss_cls: 0.9746, loss: 0.9746, grad_norm: 6.7792 2021-02-08 12:16:32,342 - mmaction - INFO - Epoch [100][3060/3757] lr: 1.000e-05, eta: 0:05:58, time: 0.466, data_time: 0.001, memory: 7140, top1_acc: 0.7445, top5_acc: 0.8938, loss_cls: 1.0701, loss: 1.0701, grad_norm: 7.1545 2021-02-08 12:16:41,745 - mmaction - INFO - Epoch [100][3080/3757] lr: 1.000e-05, eta: 0:05:48, time: 0.470, data_time: 0.001, memory: 7140, top1_acc: 0.7477, top5_acc: 0.9000, loss_cls: 1.0256, loss: 1.0256, grad_norm: 6.7957 2021-02-08 12:16:50,999 - mmaction - INFO - Epoch [100][3100/3757] lr: 1.000e-05, eta: 0:05:38, time: 0.462, data_time: 0.001, memory: 7140, top1_acc: 0.7352, top5_acc: 0.8953, loss_cls: 1.0450, loss: 1.0450, grad_norm: 7.0727 2021-02-08 12:17:00,285 - mmaction - INFO - Epoch [100][3120/3757] lr: 1.000e-05, eta: 0:05:27, time: 0.464, data_time: 0.001, memory: 7140, top1_acc: 0.7273, top5_acc: 0.8852, loss_cls: 1.0899, loss: 1.0899, grad_norm: 7.1702 2021-02-08 12:17:09,518 - mmaction - INFO - Epoch [100][3140/3757] lr: 1.000e-05, eta: 0:05:17, time: 0.462, data_time: 0.001, memory: 7140, top1_acc: 0.7516, top5_acc: 0.8969, loss_cls: 1.0163, loss: 1.0163, grad_norm: 6.8867 2021-02-08 12:17:18,722 - mmaction - INFO - Epoch [100][3160/3757] lr: 1.000e-05, eta: 0:05:07, time: 0.461, data_time: 0.001, memory: 7140, top1_acc: 0.7375, top5_acc: 0.8883, loss_cls: 1.0728, loss: 1.0728, grad_norm: 6.9139 2021-02-08 12:17:28,122 - mmaction - INFO - Epoch [100][3180/3757] lr: 1.000e-05, eta: 0:04:56, time: 0.469, data_time: 0.001, memory: 7140, top1_acc: 0.7430, top5_acc: 0.8992, loss_cls: 1.0651, loss: 1.0651, grad_norm: 7.2547 2021-02-08 12:17:38,141 - mmaction - INFO - Epoch [100][3200/3757] lr: 1.000e-05, eta: 0:04:46, time: 0.501, data_time: 0.002, memory: 7140, top1_acc: 0.7711, top5_acc: 0.9109, loss_cls: 0.9553, loss: 0.9553, grad_norm: 6.6719 2021-02-08 12:17:50,253 - mmaction - INFO - Epoch [100][3220/3757] lr: 1.000e-05, eta: 0:04:36, time: 0.604, data_time: 0.002, memory: 7140, top1_acc: 0.7523, top5_acc: 0.9039, loss_cls: 1.0251, loss: 1.0251, grad_norm: 6.9786 2021-02-08 12:18:04,855 - mmaction - INFO - Epoch [100][3240/3757] lr: 1.000e-05, eta: 0:04:26, time: 0.730, data_time: 0.005, memory: 7140, top1_acc: 0.7203, top5_acc: 0.9047, loss_cls: 1.0444, loss: 1.0444, grad_norm: 7.1699 2021-02-08 12:18:25,060 - mmaction - INFO - Epoch [100][3260/3757] lr: 1.000e-05, eta: 0:04:16, time: 1.008, data_time: 0.007, memory: 7140, top1_acc: 0.7469, top5_acc: 0.8914, loss_cls: 1.0506, loss: 1.0506, grad_norm: 7.1121 2021-02-08 12:18:52,849 - mmaction - INFO - Epoch [100][3280/3757] lr: 1.000e-05, eta: 0:04:06, time: 1.364, data_time: 0.008, memory: 7140, top1_acc: 0.7484, top5_acc: 0.8969, loss_cls: 1.0264, loss: 1.0264, grad_norm: 6.9131 2021-02-08 12:19:28,445 - mmaction - INFO - Epoch [100][3300/3757] lr: 1.000e-05, eta: 0:03:57, time: 1.809, data_time: 0.041, memory: 7140, top1_acc: 0.7531, top5_acc: 0.9031, loss_cls: 0.9878, loss: 0.9878, grad_norm: 6.8677 2021-02-08 12:20:01,803 - mmaction - INFO - Epoch [100][3320/3757] lr: 1.000e-05, eta: 0:03:48, time: 1.670, data_time: 0.010, memory: 7140, top1_acc: 0.7211, top5_acc: 0.9000, loss_cls: 1.0965, loss: 1.0965, grad_norm: 7.1213 2021-02-08 12:20:40,365 - mmaction - INFO - Epoch [100][3340/3757] lr: 1.000e-05, eta: 0:03:38, time: 1.926, data_time: 0.009, memory: 7140, top1_acc: 0.7492, top5_acc: 0.9047, loss_cls: 1.0023, loss: 1.0023, grad_norm: 6.7261 2021-02-08 12:21:19,887 - mmaction - INFO - Epoch [100][3360/3757] lr: 1.000e-05, eta: 0:03:29, time: 1.940, data_time: 0.005, memory: 7140, top1_acc: 0.7414, top5_acc: 0.8977, loss_cls: 1.0536, loss: 1.0536, grad_norm: 6.9010 2021-02-08 12:21:57,621 - mmaction - INFO - Epoch [100][3380/3757] lr: 1.000e-05, eta: 0:03:19, time: 1.922, data_time: 0.048, memory: 7140, top1_acc: 0.7492, top5_acc: 0.9062, loss_cls: 1.0009, loss: 1.0009, grad_norm: 6.7766 2021-02-08 12:22:31,277 - mmaction - INFO - Epoch [100][3400/3757] lr: 1.000e-05, eta: 0:03:09, time: 1.681, data_time: 0.011, memory: 7140, top1_acc: 0.7430, top5_acc: 0.9187, loss_cls: 0.9689, loss: 0.9689, grad_norm: 6.8413 2021-02-08 12:23:02,284 - mmaction - INFO - Epoch [100][3420/3757] lr: 1.000e-05, eta: 0:02:59, time: 1.553, data_time: 0.011, memory: 7140, top1_acc: 0.7398, top5_acc: 0.8984, loss_cls: 1.0330, loss: 1.0330, grad_norm: 7.0289 2021-02-08 12:23:36,207 - mmaction - INFO - Epoch [100][3440/3757] lr: 1.000e-05, eta: 0:02:49, time: 1.689, data_time: 0.009, memory: 7140, top1_acc: 0.7594, top5_acc: 0.9070, loss_cls: 0.9821, loss: 0.9821, grad_norm: 6.9328 2021-02-08 12:24:12,086 - mmaction - INFO - Epoch [100][3460/3757] lr: 1.000e-05, eta: 0:02:39, time: 1.804, data_time: 0.023, memory: 7140, top1_acc: 0.7148, top5_acc: 0.8945, loss_cls: 1.1059, loss: 1.1059, grad_norm: 7.2668 2021-02-08 12:24:48,924 - mmaction - INFO - Epoch [100][3480/3757] lr: 1.000e-05, eta: 0:02:29, time: 1.830, data_time: 0.011, memory: 7140, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0457, loss: 1.0457, grad_norm: 6.9970 2021-02-08 12:25:34,070 - mmaction - INFO - Epoch [100][3500/3757] lr: 1.000e-05, eta: 0:02:19, time: 2.269, data_time: 0.036, memory: 7140, top1_acc: 0.7516, top5_acc: 0.9047, loss_cls: 1.0041, loss: 1.0041, grad_norm: 6.8824 2021-02-08 12:26:18,332 - mmaction - INFO - Epoch [100][3520/3757] lr: 1.000e-05, eta: 0:02:09, time: 2.200, data_time: 0.005, memory: 7140, top1_acc: 0.7656, top5_acc: 0.9180, loss_cls: 0.9482, loss: 0.9482, grad_norm: 6.6974 2021-02-08 12:27:04,092 - mmaction - INFO - Epoch [100][3540/3757] lr: 1.000e-05, eta: 0:01:59, time: 2.275, data_time: 0.017, memory: 7140, top1_acc: 0.7391, top5_acc: 0.8977, loss_cls: 1.0749, loss: 1.0749, grad_norm: 7.3211 2021-02-08 12:27:49,014 - mmaction - INFO - Epoch [100][3560/3757] lr: 1.000e-05, eta: 0:01:48, time: 2.262, data_time: 0.031, memory: 7140, top1_acc: 0.7508, top5_acc: 0.9141, loss_cls: 0.9815, loss: 0.9815, grad_norm: 6.8024 2021-02-08 12:28:35,045 - mmaction - INFO - Epoch [100][3580/3757] lr: 1.000e-05, eta: 0:01:38, time: 2.288, data_time: 0.022, memory: 7140, top1_acc: 0.7422, top5_acc: 0.9156, loss_cls: 1.0079, loss: 1.0079, grad_norm: 7.1110 2021-02-08 12:29:17,188 - mmaction - INFO - Epoch [100][3600/3757] lr: 1.000e-05, eta: 0:01:27, time: 2.105, data_time: 0.024, memory: 7140, top1_acc: 0.7281, top5_acc: 0.8945, loss_cls: 1.0887, loss: 1.0887, grad_norm: 7.2412 2021-02-08 12:30:07,271 - mmaction - INFO - Epoch [100][3620/3757] lr: 1.000e-05, eta: 0:01:17, time: 2.514, data_time: 0.038, memory: 7140, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0435, loss: 1.0435, grad_norm: 7.1992 2021-02-08 12:30:41,963 - mmaction - INFO - Epoch [100][3640/3757] lr: 1.000e-05, eta: 0:01:06, time: 1.750, data_time: 0.027, memory: 7140, top1_acc: 0.7367, top5_acc: 0.8961, loss_cls: 1.0698, loss: 1.0698, grad_norm: 7.1078 2021-02-08 12:31:21,102 - mmaction - INFO - Epoch [100][3660/3757] lr: 1.000e-05, eta: 0:00:54, time: 1.955, data_time: 0.006, memory: 7140, top1_acc: 0.7328, top5_acc: 0.8969, loss_cls: 1.0792, loss: 1.0792, grad_norm: 6.9742 2021-02-08 12:32:04,482 - mmaction - INFO - Epoch [100][3680/3757] lr: 1.000e-05, eta: 0:00:43, time: 2.152, data_time: 0.019, memory: 7140, top1_acc: 0.7648, top5_acc: 0.9102, loss_cls: 0.9440, loss: 0.9440, grad_norm: 6.6226 2021-02-08 12:32:40,092 - mmaction - INFO - Epoch [100][3700/3757] lr: 1.000e-05, eta: 0:00:32, time: 1.799, data_time: 0.025, memory: 7140, top1_acc: 0.7484, top5_acc: 0.8992, loss_cls: 1.0101, loss: 1.0101, grad_norm: 6.8648 2021-02-08 12:33:13,066 - mmaction - INFO - Epoch [100][3720/3757] lr: 1.000e-05, eta: 0:00:21, time: 1.647, data_time: 0.007, memory: 7140, top1_acc: 0.7688, top5_acc: 0.9148, loss_cls: 0.9130, loss: 0.9130, grad_norm: 6.6426 2021-02-08 12:33:51,555 - mmaction - INFO - Epoch [100][3740/3757] lr: 1.000e-05, eta: 0:00:09, time: 1.898, data_time: 0.011, memory: 7140, top1_acc: 0.7414, top5_acc: 0.9023, loss_cls: 1.0065, loss: 1.0065, grad_norm: 6.7317 2021-02-08 12:34:33,633 - mmaction - INFO - Saving checkpoint at 100 epochs # Here are the results on the validation set ## epoch 94 top1_acc: 0.7520 top5_acc: 0.9191 mean_class_accuracy: 0.7519 ## epoch 95 top1_acc: 0.7515 top5_acc: 0.9192 mean_class_accuracy: 0.7514 ## epoch 96 top1_acc: 0.7522 top5_acc: 0.9189 mean_class_accuracy: 0.7522 ## epoch 97 top1_acc: 0.7521 top5_acc: 0.9197 mean_class_accuracy: 0.7520 ## epoch 98 top1_acc: 0.7532 top5_acc: 0.9192 mean_class_accuracy: 0.7531 ### acc top1_acc: 0.7628 top5_acc: 0.9260 mean_class_accuracy: 0.7627 ## epoch 99 top1_acc: 0.7537 top5_acc: 0.9182 mean_class_accuracy: 0.7536 ### acc top1_acc: 0.7624 top5_acc: 0.9247 mean_class_accuracy: 0.7623 ## epoch 100 top1_acc: 0.7528 top5_acc: 0.9182 mean_class_accuracy: 0.7527